Epoch 1/100 ---------- lr: 0.005 train loss: 21.1150 val loss: 4.9775 Epoch 2/100 ---------- lr: 0.005 train loss: 5.6776 val loss: 4.0089 Epoch 3/100 ---------- lr: 0.005 train loss: 4.5970 val loss: 2.9809 Epoch 4/100 ---------- lr: 0.005 train loss: 4.0116 val loss: 2.7117 Epoch 5/100 ---------- lr: 0.005 train loss: 3.3934 val loss: 2.4771 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4547 val loss: 2.8074 Epoch 7/100 ---------- lr: 0.005 train loss: 3.5300 val loss: 2.0704 Epoch 8/100 ---------- lr: 0.005 train loss: 2.8640 val loss: 1.6433 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6280 val loss: 1.7371 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3851 val loss: 1.3020 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4032 val loss: 1.4756 Epoch 12/100 ---------- lr: 0.005 train loss: 2.2434 val loss: 1.2218 Epoch 13/100 ---------- lr: 0.005 train loss: 2.0163 val loss: 1.0240 Epoch 14/100 ---------- lr: 0.005 train loss: 1.8171 val loss: 0.9115 Epoch 15/100 ---------- lr: 0.005 train loss: 2.0081 val loss: 1.3198 Epoch 16/100 ---------- lr: 0.005 train loss: 1.9976 val loss: 1.1211 Epoch 17/100 ---------- lr: 0.005 train loss: 1.9374 val loss: 1.0053 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7611 val loss: 0.7727 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6289 val loss: 1.0442 Epoch 20/100 ---------- lr: 0.005 train loss: 1.8914 val loss: 1.3732 Epoch 21/100 ---------- lr: 0.005 train loss: 2.0539 val loss: 0.9467 Epoch 22/100 ---------- lr: 0.005 train loss: 1.9850 val loss: 0.8578 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5887 val loss: 0.9172 Epoch 24/100 ---------- lr: 0.005 train loss: 1.5477 val loss: 0.6376 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4040 val loss: 0.5777 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3735 val loss: 0.5864 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3513 val loss: 0.5876 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5687 val loss: 0.8307 Epoch 29/100 ---------- lr: 0.005 train loss: 1.8996 val loss: 0.7947 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4313 val loss: 0.5426 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2836 val loss: 0.5311 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2669 val loss: 0.4984 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2613 val loss: 0.6770 Epoch 34/100 ---------- lr: 0.005 train loss: 2.0009 val loss: 0.8819 Epoch 35/100 ---------- lr: 0.005 train loss: 1.7273 val loss: 0.7442 Epoch 36/100 ---------- lr: 0.005 train loss: 1.3713 val loss: 0.5516 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2642 val loss: 0.4569 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2409 val loss: 0.5626 Epoch 39/100 ---------- lr: 0.005 train loss: 1.3503 val loss: 0.5758 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2520 val loss: 0.4690 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2287 val loss: 0.4906 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2668 val loss: 0.8291 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1198 val loss: 0.8613 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4986 val loss: 0.6278 Epoch 45/100 ---------- lr: 0.005 train loss: 1.2833 val loss: 0.4611 Epoch 46/100 ---------- lr: 0.005 train loss: 1.2396 val loss: 0.4734 Epoch 47/100 ---------- lr: 0.005 train loss: 1.2094 val loss: 0.5367 Epoch 48/100 ---------- lr: 0.005 train loss: 1.2220 val loss: 0.4220 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1900 val loss: 0.3884 Epoch 50/100 ---------- lr: 0.005 train loss: 1.3846 val loss: 1.0671 Epoch 51/100 ---------- lr: 0.005 train loss: 1.7861 val loss: 0.6599 Epoch 52/100 ---------- lr: 0.005 train loss: 1.3664 val loss: 0.6160 Epoch 53/100 ---------- lr: 0.005 train loss: 1.2954 val loss: 0.4508 Epoch 54/100 ---------- lr: 0.005 train loss: 1.2520 val loss: 0.5824 Epoch 55/100 ---------- lr: 0.005 train loss: 1.2311 val loss: 0.4783 Epoch 56/100 ---------- lr: 0.005 train loss: 1.4910 val loss: 0.6671 Epoch 57/100 ---------- lr: 0.005 train loss: 1.3871 val loss: 0.6992 Epoch 58/100 ---------- lr: 0.005 train loss: 1.2905 val loss: 0.4700 Epoch 59/100 ---------- lr: 0.005 train loss: 1.2574 val loss: 0.4697 Epoch 60/100 ---------- lr: 0.005 train loss: 1.5256 val loss: 1.2874 Epoch 61/100 ---------- lr: 0.005 train loss: 1.6981 val loss: 0.9899 Epoch 62/100 ---------- lr: 0.005 train loss: 1.4841 val loss: 0.6033 Epoch 63/100 ---------- lr: 0.005 train loss: 1.2874 val loss: 0.5123 Epoch 64/100 ---------- lr: 0.005 train loss: 1.2146 val loss: 0.4475 Epoch 65/100 ---------- lr: 0.005 train loss: 1.6831 val loss: 1.0672 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9912 val loss: 2.2402 Epoch 67/100 ---------- lr: 0.005 train loss: 3.6208 val loss: 2.8968 Epoch 68/100 ---------- lr: 0.005 train loss: 5.0505 val loss: 4.6702 Epoch 69/100 ---------- lr: 0.005 train loss: 5.1701 val loss: 4.8305 Epoch 70/100 ---------- lr: 0.005 train loss: 5.3868 val loss: 4.0183 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.5872 val loss: 3.3501 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.3137 val loss: 3.3338 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.1108 val loss: 3.2439 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.9923 val loss: 2.9549 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.0537 val loss: 3.4087 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.0332 val loss: 3.0372 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.0043 val loss: 3.1628 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.7932 val loss: 2.8803 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.7850 val loss: 2.8952 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.8922 val loss: 3.5610 Epoch 81/100 ---------- lr: 0.0025 train loss: 4.0915 val loss: 3.0059 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.8938 val loss: 2.9379 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.7655 val loss: 2.7816 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.7017 val loss: 2.8878 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.5700 val loss: 2.6547 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.5337 val loss: 2.5281 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.4738 val loss: 2.6456 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.3799 val loss: 2.7688 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.6086 val loss: 2.6633 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.4960 val loss: 2.8434 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.8963 val loss: 2.9126 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.6562 val loss: 2.6663 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.5390 val loss: 2.6505 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.5015 val loss: 2.6484 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.4596 val loss: 2.5367 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.3365 val loss: 2.5556 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.3221 val loss: 2.5092 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.3376 val loss: 2.4787 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.3191 val loss: 2.5913 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.2649 val loss: 2.3888 Training complete in 9m 5s Best val loss: 0.3884 at epoch 49 Val MSE at best epoch: 0.1387