Epoch 1/100 ---------- lr: 0.01 train loss: 10.0351 val loss: 5.3075 Epoch 2/100 ---------- lr: 0.01 train loss: 4.3595 val loss: 4.2081 Epoch 3/100 ---------- lr: 0.01 train loss: 3.8324 val loss: 2.7085 Epoch 4/100 ---------- lr: 0.01 train loss: 3.3402 val loss: 2.3113 Epoch 5/100 ---------- lr: 0.01 train loss: 2.6334 val loss: 2.4857 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7277 val loss: 1.8765 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4996 val loss: 2.0422 Epoch 8/100 ---------- lr: 0.01 train loss: 2.2693 val loss: 1.6335 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0375 val loss: 1.7523 Epoch 10/100 ---------- lr: 0.01 train loss: 1.8045 val loss: 1.4584 Epoch 11/100 ---------- lr: 0.01 train loss: 1.7204 val loss: 1.5055 Epoch 12/100 ---------- lr: 0.01 train loss: 1.6764 val loss: 1.2717 Epoch 13/100 ---------- lr: 0.01 train loss: 2.4553 val loss: 1.4464 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7030 val loss: 1.0315 Epoch 15/100 ---------- lr: 0.01 train loss: 1.8141 val loss: 2.9275 Epoch 16/100 ---------- lr: 0.01 train loss: 2.2858 val loss: 1.2126 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5217 val loss: 0.9150 Epoch 18/100 ---------- lr: 0.01 train loss: 1.2729 val loss: 1.0262 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2110 val loss: 0.7990 Epoch 20/100 ---------- lr: 0.01 train loss: 1.1844 val loss: 0.8750 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1317 val loss: 0.7819 Epoch 22/100 ---------- lr: 0.01 train loss: 1.9423 val loss: 1.0233 Epoch 23/100 ---------- lr: 0.01 train loss: 1.3855 val loss: 0.8104 Epoch 24/100 ---------- lr: 0.01 train loss: 1.2180 val loss: 0.9788 Epoch 25/100 ---------- lr: 0.01 train loss: 1.2602 val loss: 0.7973 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0697 val loss: 0.7241 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0107 val loss: 0.6156 Epoch 28/100 ---------- lr: 0.01 train loss: 1.3186 val loss: 1.2345 Epoch 29/100 ---------- lr: 0.01 train loss: 1.3081 val loss: 0.7400 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3277 val loss: 0.6866 Epoch 31/100 ---------- lr: 0.01 train loss: 1.0445 val loss: 0.5626 Epoch 32/100 ---------- lr: 0.01 train loss: 0.9323 val loss: 0.5978 Epoch 33/100 ---------- lr: 0.01 train loss: 0.9754 val loss: 0.5866 Epoch 34/100 ---------- lr: 0.01 train loss: 1.0759 val loss: 0.6212 Epoch 35/100 ---------- lr: 0.01 train loss: 1.0547 val loss: 0.6695 Epoch 36/100 ---------- lr: 0.01 train loss: 0.9795 val loss: 0.5271 Epoch 37/100 ---------- lr: 0.01 train loss: 0.9285 val loss: 0.5147 Epoch 38/100 ---------- lr: 0.01 train loss: 1.0585 val loss: 0.8491 Epoch 39/100 ---------- lr: 0.01 train loss: 3.0228 val loss: 5.4517 Epoch 40/100 ---------- lr: 0.01 train loss: 10.9349 val loss: 10.2240 Epoch 41/100 ---------- lr: 0.01 train loss: 10.4989 val loss: 9.4600 Epoch 42/100 ---------- lr: 0.01 train loss: 9.6741 val loss: 9.2508 Epoch 43/100 ---------- lr: 0.01 train loss: 8.8927 val loss: 7.8851 Epoch 44/100 ---------- lr: 0.01 train loss: 8.0029 val loss: 7.0697 Epoch 45/100 ---------- lr: 0.01 train loss: 7.5712 val loss: 6.6748 Epoch 46/100 ---------- lr: 0.01 train loss: 7.2716 val loss: 6.5177 Epoch 47/100 ---------- lr: 0.01 train loss: 7.9206 val loss: 7.0858 Epoch 48/100 ---------- lr: 0.01 train loss: 7.5045 val loss: 7.1295 Epoch 49/100 ---------- lr: 0.01 train loss: 8.1003 val loss: 8.0868 Epoch 50/100 ---------- lr: 0.01 train loss: 13.2607 val loss: 12.6586 Epoch 51/100 ---------- lr: 0.01 train loss: 11.8912 val loss: 10.2606 Epoch 52/100 ---------- lr: 0.01 train loss: 10.5147 val loss: 9.2619 Epoch 53/100 ---------- lr: 0.01 train loss: 10.6896 val loss: 10.8980 Epoch 54/100 ---------- lr: 0.01 train loss: 11.3099 val loss: 9.2726 Epoch 55/100 ---------- lr: 0.01 train loss: 9.6583 val loss: 8.5856 Epoch 56/100 ---------- lr: 0.01 train loss: 8.7133 val loss: 7.7471 Epoch 57/100 ---------- lr: 0.01 train loss: 9.3046 val loss: 8.3152 Epoch 58/100 ---------- lr: 0.01 train loss: 8.9583 val loss: 7.7001 Epoch 59/100 ---------- lr: 0.005 train loss: 8.1672 val loss: 7.4997 Epoch 60/100 ---------- lr: 0.005 train loss: 7.9190 val loss: 7.2687 Epoch 61/100 ---------- lr: 0.005 train loss: 7.9804 val loss: 7.5773 Epoch 62/100 ---------- lr: 0.005 train loss: 8.6290 val loss: 7.9671 Epoch 63/100 ---------- lr: 0.005 train loss: 8.7879 val loss: 7.6887 Epoch 64/100 ---------- lr: 0.005 train loss: 8.2692 val loss: 7.3860 Epoch 65/100 ---------- lr: 0.005 train loss: 8.0204 val loss: 7.2614 Epoch 66/100 ---------- lr: 0.005 train loss: 8.1284 val loss: 7.2927 Epoch 67/100 ---------- lr: 0.005 train loss: 7.9516 val loss: 6.8943 Epoch 68/100 ---------- lr: 0.005 train loss: 7.6226 val loss: 6.8785 Epoch 69/100 ---------- lr: 0.005 train loss: 7.4471 val loss: 6.6909 Epoch 70/100 ---------- lr: 0.005 train loss: 7.7246 val loss: 7.1293 Epoch 71/100 ---------- lr: 0.005 train loss: 7.5749 val loss: 6.6732 Epoch 72/100 ---------- lr: 0.005 train loss: 7.5022 val loss: 7.0489 Epoch 73/100 ---------- lr: 0.005 train loss: 7.4773 val loss: 6.8138 Epoch 74/100 ---------- lr: 0.005 train loss: 7.2379 val loss: 6.3255 Epoch 75/100 ---------- lr: 0.005 train loss: 7.2800 val loss: 6.6320 Epoch 76/100 ---------- lr: 0.005 train loss: 7.5986 val loss: 6.7676 Epoch 77/100 ---------- lr: 0.005 train loss: 7.6764 val loss: 6.8207 Epoch 78/100 ---------- lr: 0.005 train loss: 7.8137 val loss: 7.2269 Epoch 79/100 ---------- lr: 0.005 train loss: 7.9910 val loss: 6.8145 Epoch 80/100 ---------- lr: 0.0025 train loss: 7.5892 val loss: 6.5127 Epoch 81/100 ---------- lr: 0.0025 train loss: 7.3963 val loss: 6.4415 Epoch 82/100 ---------- lr: 0.0025 train loss: 7.2795 val loss: 6.2554 Epoch 83/100 ---------- lr: 0.0025 train loss: 7.1655 val loss: 6.1288 Epoch 84/100 ---------- lr: 0.0025 train loss: 7.2816 val loss: 6.7092 Epoch 85/100 ---------- lr: 0.0025 train loss: 7.5412 val loss: 6.6461 Epoch 86/100 ---------- lr: 0.0025 train loss: 7.5140 val loss: 6.7048 Epoch 87/100 ---------- lr: 0.0025 train loss: 7.3938 val loss: 6.7186 Epoch 88/100 ---------- lr: 0.0025 train loss: 7.3429 val loss: 6.5593 Epoch 89/100 ---------- lr: 0.0025 train loss: 7.1980 val loss: 6.5068 Epoch 90/100 ---------- lr: 0.0025 train loss: 7.1386 val loss: 6.4470 Epoch 91/100 ---------- lr: 0.0025 train loss: 7.1337 val loss: 6.5520 Epoch 92/100 ---------- lr: 0.0025 train loss: 7.2774 val loss: 6.5895 Epoch 93/100 ---------- lr: 0.0025 train loss: 7.5548 val loss: 6.9040 Epoch 94/100 ---------- lr: 0.0025 train loss: 8.0810 val loss: 6.9949 Epoch 95/100 ---------- lr: 0.0025 train loss: 7.7395 val loss: 7.4291 Epoch 96/100 ---------- lr: 0.0025 train loss: 9.3432 val loss: 7.4897 Epoch 97/100 ---------- lr: 0.0025 train loss: 9.6047 val loss: 9.9832 Epoch 98/100 ---------- lr: 0.0025 train loss: 10.6352 val loss: 8.7663 Epoch 99/100 ---------- lr: 0.0025 train loss: 9.1404 val loss: 8.5541 Epoch 100/100 ---------- lr: 0.0025 train loss: 8.7518 val loss: 8.0341 Training complete in 8m 57s Best val loss: 0.5147 at epoch 37 Val MSE at best epoch: 0.1920