Epoch 1/100 ---------- lr: 0.005 train loss: 10.4868 val loss: 4.0894 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1537 val loss: 3.3332 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3951 val loss: 3.0514 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3944 val loss: 2.3061 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8422 val loss: 3.0736 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8974 val loss: 2.2369 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5095 val loss: 1.6869 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2642 val loss: 3.0962 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1306 val loss: 1.5822 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0137 val loss: 2.0954 Epoch 11/100 ---------- lr: 0.005 train loss: 2.0694 val loss: 1.5651 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7940 val loss: 1.5017 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6777 val loss: 1.0187 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6054 val loss: 1.5464 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5102 val loss: 1.5433 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7401 val loss: 2.2748 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5877 val loss: 0.8680 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2595 val loss: 0.7090 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1267 val loss: 0.6397 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0132 val loss: 0.6232 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1395 val loss: 1.2718 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5697 val loss: 0.9420 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1116 val loss: 0.7018 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1773 val loss: 0.7885 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9789 val loss: 0.6194 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9241 val loss: 0.4324 Epoch 27/100 ---------- lr: 0.005 train loss: 0.9995 val loss: 0.5188 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2142 val loss: 1.0999 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3863 val loss: 0.6726 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9330 val loss: 0.4447 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7717 val loss: 0.4068 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7480 val loss: 0.3550 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7877 val loss: 0.5972 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8135 val loss: 0.3969 Epoch 35/100 ---------- lr: 0.005 train loss: 0.9142 val loss: 0.8192 Epoch 36/100 ---------- lr: 0.005 train loss: 1.0017 val loss: 0.7916 Epoch 37/100 ---------- lr: 0.005 train loss: 1.0886 val loss: 0.7364 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8125 val loss: 0.3352 Epoch 39/100 ---------- lr: 0.005 train loss: 0.6859 val loss: 0.2852 Epoch 40/100 ---------- lr: 0.005 train loss: 0.6859 val loss: 0.5007 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8031 val loss: 0.7617 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9065 val loss: 0.6795 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3829 val loss: 0.6227 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8894 val loss: 0.5128 Epoch 45/100 ---------- lr: 0.005 train loss: 1.8597 val loss: 7.7254 Epoch 46/100 ---------- lr: 0.005 train loss: 6.2451 val loss: 4.2840 Epoch 47/100 ---------- lr: 0.005 train loss: 4.4797 val loss: 3.6277 Epoch 48/100 ---------- lr: 0.005 train loss: 3.9554 val loss: 3.3651 Epoch 49/100 ---------- lr: 0.005 train loss: 3.2912 val loss: 2.5721 Epoch 50/100 ---------- lr: 0.005 train loss: 3.1851 val loss: 2.6938 Epoch 51/100 ---------- lr: 0.005 train loss: 3.0191 val loss: 2.7326 Epoch 52/100 ---------- lr: 0.005 train loss: 3.7635 val loss: 3.0437 Epoch 53/100 ---------- lr: 0.005 train loss: 3.3856 val loss: 2.7558 Epoch 54/100 ---------- lr: 0.005 train loss: 3.2013 val loss: 2.4697 Epoch 55/100 ---------- lr: 0.005 train loss: 3.0764 val loss: 2.4864 Epoch 56/100 ---------- lr: 0.005 train loss: 3.5525 val loss: 3.2008 Epoch 57/100 ---------- lr: 0.005 train loss: 4.4683 val loss: 4.3361 Epoch 58/100 ---------- lr: 0.005 train loss: 6.2919 val loss: 5.7137 Epoch 59/100 ---------- lr: 0.005 train loss: 6.4436 val loss: 4.9606 Epoch 60/100 ---------- lr: 0.005 train loss: 6.7267 val loss: 5.7518 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.6334 val loss: 4.2924 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.9289 val loss: 3.8404 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.3800 val loss: 3.5000 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.2030 val loss: 3.5351 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.0367 val loss: 3.6707 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0261 val loss: 2.9841 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.7287 val loss: 3.0403 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.9068 val loss: 3.3023 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.8374 val loss: 3.2258 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5132 val loss: 3.0221 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.4179 val loss: 2.9242 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3928 val loss: 2.7639 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.5621 val loss: 3.0233 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.9362 val loss: 3.7374 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.5607 val loss: 3.4718 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4363 val loss: 3.4035 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.1534 val loss: 3.4457 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.0395 val loss: 3.9174 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.1358 val loss: 3.3014 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.7178 val loss: 3.0377 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.5799 val loss: 3.0091 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.3473 val loss: 2.7192 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.2594 val loss: 2.6173 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.1681 val loss: 2.5899 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.0507 val loss: 2.6058 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.1233 val loss: 2.5098 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.0557 val loss: 2.5241 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.0308 val loss: 2.2570 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.9423 val loss: 2.3511 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1156 val loss: 2.6313 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.9647 val loss: 2.4412 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8538 val loss: 2.3508 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.7959 val loss: 2.3069 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.7938 val loss: 2.4872 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.9178 val loss: 2.5480 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.8250 val loss: 2.4352 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.7700 val loss: 2.2541 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.6797 val loss: 2.3194 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.7421 val loss: 2.4016 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.8279 val loss: 2.4215 Training complete in 24m 5s Best val loss: 0.2852 at epoch 39 Val MSE at best epoch: 0.1214