Epoch 1/100 ---------- lr: 0.005 train loss: 10.5329 val loss: 3.2127 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6191 val loss: 2.6662 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0732 val loss: 2.3093 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8165 val loss: 1.9542 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5777 val loss: 1.9475 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3595 val loss: 2.0906 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1106 val loss: 1.4936 Epoch 8/100 ---------- lr: 0.005 train loss: 3.1922 val loss: 1.7814 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0145 val loss: 1.6349 Epoch 10/100 ---------- lr: 0.005 train loss: 3.0111 val loss: 1.4988 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8199 val loss: 1.3924 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7236 val loss: 1.3288 Epoch 13/100 ---------- lr: 0.005 train loss: 2.6516 val loss: 1.3368 Epoch 14/100 ---------- lr: 0.005 train loss: 2.7188 val loss: 1.8224 Epoch 15/100 ---------- lr: 0.005 train loss: 2.6980 val loss: 1.0618 Epoch 16/100 ---------- lr: 0.005 train loss: 2.4730 val loss: 1.4677 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6422 val loss: 1.0243 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6744 val loss: 1.3638 Epoch 19/100 ---------- lr: 0.005 train loss: 2.7812 val loss: 1.1403 Epoch 20/100 ---------- lr: 0.005 train loss: 2.3958 val loss: 0.9119 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3924 val loss: 0.9857 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3285 val loss: 0.8220 Epoch 23/100 ---------- lr: 0.005 train loss: 2.2664 val loss: 1.1127 Epoch 24/100 ---------- lr: 0.005 train loss: 2.2571 val loss: 0.7275 Epoch 25/100 ---------- lr: 0.005 train loss: 2.1847 val loss: 0.8885 Epoch 26/100 ---------- lr: 0.005 train loss: 2.4767 val loss: 1.5185 Epoch 27/100 ---------- lr: 0.005 train loss: 2.5226 val loss: 0.9604 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2852 val loss: 0.7057 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1195 val loss: 0.7422 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1376 val loss: 0.7287 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1784 val loss: 0.6795 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1534 val loss: 0.8662 Epoch 33/100 ---------- lr: 0.005 train loss: 2.2178 val loss: 1.6276 Epoch 34/100 ---------- lr: 0.005 train loss: 2.3646 val loss: 0.7436 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1144 val loss: 0.6789 Epoch 36/100 ---------- lr: 0.005 train loss: 2.0570 val loss: 0.6617 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1344 val loss: 0.9284 Epoch 38/100 ---------- lr: 0.005 train loss: 2.2410 val loss: 0.7420 Epoch 39/100 ---------- lr: 0.005 train loss: 2.0784 val loss: 0.6875 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0177 val loss: 0.6248 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0226 val loss: 0.7597 Epoch 42/100 ---------- lr: 0.005 train loss: 2.5219 val loss: 0.8641 Epoch 43/100 ---------- lr: 0.005 train loss: 2.2155 val loss: 0.8478 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0951 val loss: 0.5889 Epoch 45/100 ---------- lr: 0.005 train loss: 1.9999 val loss: 0.6265 Epoch 46/100 ---------- lr: 0.005 train loss: 1.9971 val loss: 0.6227 Epoch 47/100 ---------- lr: 0.005 train loss: 2.1484 val loss: 0.7379 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0531 val loss: 0.5818 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9746 val loss: 0.6207 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0120 val loss: 0.6484 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0015 val loss: 0.6484 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0094 val loss: 0.6080 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0533 val loss: 0.5789 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0445 val loss: 0.8694 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0323 val loss: 0.5604 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9660 val loss: 0.5805 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9895 val loss: 0.7846 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0660 val loss: 0.6841 Epoch 59/100 ---------- lr: 0.005 train loss: 2.1475 val loss: 0.7719 Epoch 60/100 ---------- lr: 0.005 train loss: 2.1317 val loss: 0.7867 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0377 val loss: 0.5618 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9346 val loss: 0.4942 Epoch 63/100 ---------- lr: 0.005 train loss: 2.0206 val loss: 1.0009 Epoch 64/100 ---------- lr: 0.005 train loss: 2.1038 val loss: 0.7806 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0250 val loss: 0.5954 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9434 val loss: 0.6961 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9501 val loss: 0.7678 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9831 val loss: 0.5009 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9171 val loss: 0.5588 Epoch 70/100 ---------- lr: 0.005 train loss: 1.8896 val loss: 0.5326 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9018 val loss: 0.6221 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9591 val loss: 0.5932 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9793 val loss: 0.6746 Epoch 74/100 ---------- lr: 0.005 train loss: 2.0539 val loss: 0.6462 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0681 val loss: 0.6259 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9597 val loss: 0.5294 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9495 val loss: 0.5519 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9075 val loss: 0.5009 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9331 val loss: 1.3697 Epoch 80/100 ---------- lr: 0.005 train loss: 2.2268 val loss: 0.8274 Epoch 81/100 ---------- lr: 0.005 train loss: 2.0377 val loss: 0.5808 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9639 val loss: 0.6068 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9886 val loss: 0.5499 Epoch 84/100 ---------- lr: 0.0025 train loss: 1.8960 val loss: 0.5023 Epoch 85/100 ---------- lr: 0.0025 train loss: 1.9431 val loss: 0.5672 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.8722 val loss: 0.4740 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.8325 val loss: 0.4609 Epoch 88/100 ---------- lr: 0.0025 train loss: 1.8215 val loss: 0.4300 Epoch 89/100 ---------- lr: 0.0025 train loss: 1.8211 val loss: 0.4380 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.8049 val loss: 0.5072 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.8248 val loss: 0.4847 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.8047 val loss: 0.4557 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.7967 val loss: 0.4522 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.7971 val loss: 0.4190 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.7863 val loss: 0.4399 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.7916 val loss: 0.4307 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.8746 val loss: 0.4760 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8364 val loss: 0.4748 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8047 val loss: 0.4039 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.7834 val loss: 0.4165 Training complete in 8m 49s Best val loss: 0.4039 at epoch 99 Val MSE at best epoch: 0.1707