Epoch 1/100 ---------- lr: 0.01 train loss: 7.2529 val loss: 3.4305 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8594 val loss: 2.8184 Epoch 3/100 ---------- lr: 0.01 train loss: 3.0553 val loss: 2.6872 Epoch 4/100 ---------- lr: 0.01 train loss: 2.6698 val loss: 2.0420 Epoch 5/100 ---------- lr: 0.01 train loss: 2.5776 val loss: 2.1760 Epoch 6/100 ---------- lr: 0.01 train loss: 2.3261 val loss: 1.5175 Epoch 7/100 ---------- lr: 0.01 train loss: 1.8797 val loss: 1.2362 Epoch 8/100 ---------- lr: 0.01 train loss: 1.7844 val loss: 1.3462 Epoch 9/100 ---------- lr: 0.01 train loss: 1.7763 val loss: 1.1147 Epoch 10/100 ---------- lr: 0.01 train loss: 1.5870 val loss: 1.0202 Epoch 11/100 ---------- lr: 0.01 train loss: 1.5037 val loss: 1.0078 Epoch 12/100 ---------- lr: 0.01 train loss: 1.4977 val loss: 0.8705 Epoch 13/100 ---------- lr: 0.01 train loss: 1.6222 val loss: 1.4126 Epoch 14/100 ---------- lr: 0.01 train loss: 1.3622 val loss: 0.7067 Epoch 15/100 ---------- lr: 0.01 train loss: 1.2219 val loss: 0.8953 Epoch 16/100 ---------- lr: 0.01 train loss: 1.1539 val loss: 0.9225 Epoch 17/100 ---------- lr: 0.01 train loss: 1.0981 val loss: 0.6738 Epoch 18/100 ---------- lr: 0.01 train loss: 1.1721 val loss: 1.1699 Epoch 19/100 ---------- lr: 0.01 train loss: 1.3134 val loss: 0.8679 Epoch 20/100 ---------- lr: 0.01 train loss: 1.1356 val loss: 0.7467 Epoch 21/100 ---------- lr: 0.01 train loss: 1.3651 val loss: 0.6862 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1186 val loss: 0.6475 Epoch 23/100 ---------- lr: 0.01 train loss: 1.1813 val loss: 4.2940 Epoch 24/100 ---------- lr: 0.01 train loss: 1.9591 val loss: 1.1208 Epoch 25/100 ---------- lr: 0.01 train loss: 1.2085 val loss: 0.6334 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0019 val loss: 0.5249 Epoch 27/100 ---------- lr: 0.01 train loss: 0.9883 val loss: 0.6005 Epoch 28/100 ---------- lr: 0.01 train loss: 0.9904 val loss: 0.8121 Epoch 29/100 ---------- lr: 0.01 train loss: 0.9815 val loss: 0.5863 Epoch 30/100 ---------- lr: 0.01 train loss: 0.9906 val loss: 0.7401 Epoch 31/100 ---------- lr: 0.01 train loss: 1.2515 val loss: 0.6740 Epoch 32/100 ---------- lr: 0.01 train loss: 1.0081 val loss: 0.5003 Epoch 33/100 ---------- lr: 0.01 train loss: 0.9044 val loss: 0.5029 Epoch 34/100 ---------- lr: 0.01 train loss: 0.8817 val loss: 0.5202 Epoch 35/100 ---------- lr: 0.01 train loss: 0.8380 val loss: 0.4336 Epoch 36/100 ---------- lr: 0.01 train loss: 0.8398 val loss: 0.5279 Epoch 37/100 ---------- lr: 0.01 train loss: 0.9083 val loss: 0.4506 Epoch 38/100 ---------- lr: 0.01 train loss: 0.9761 val loss: 2.2451 Epoch 39/100 ---------- lr: 0.01 train loss: 6.6888 val loss: 8.5713 Epoch 40/100 ---------- lr: 0.01 train loss: 14.0449 val loss: 10.6644 Epoch 41/100 ---------- lr: 0.01 train loss: 10.5890 val loss: 8.7512 Epoch 42/100 ---------- lr: 0.01 train loss: 9.1963 val loss: 8.5669 Epoch 43/100 ---------- lr: 0.01 train loss: 8.7102 val loss: 7.1956 Epoch 44/100 ---------- lr: 0.01 train loss: 7.7868 val loss: 7.1626 Epoch 45/100 ---------- lr: 0.01 train loss: 7.5663 val loss: 7.4456 Epoch 46/100 ---------- lr: 0.01 train loss: 8.0859 val loss: 7.6801 Epoch 47/100 ---------- lr: 0.01 train loss: 8.1741 val loss: 7.2878 Epoch 48/100 ---------- lr: 0.01 train loss: 7.7403 val loss: 6.8285 Epoch 49/100 ---------- lr: 0.01 train loss: 8.1588 val loss: 7.7167 Epoch 50/100 ---------- lr: 0.01 train loss: 7.9478 val loss: 6.9041 Epoch 51/100 ---------- lr: 0.01 train loss: 8.0996 val loss: 7.4040 Epoch 52/100 ---------- lr: 0.01 train loss: 7.2990 val loss: 6.3613 Epoch 53/100 ---------- lr: 0.01 train loss: 7.7895 val loss: 8.0344 Epoch 54/100 ---------- lr: 0.01 train loss: 8.2776 val loss: 7.1332 Epoch 55/100 ---------- lr: 0.01 train loss: 7.7000 val loss: 6.5068 Epoch 56/100 ---------- lr: 0.01 train loss: 7.3154 val loss: 6.6337 Epoch 57/100 ---------- lr: 0.005 train loss: 6.9688 val loss: 6.0884 Epoch 58/100 ---------- lr: 0.005 train loss: 6.6149 val loss: 5.9230 Epoch 59/100 ---------- lr: 0.005 train loss: 6.4289 val loss: 5.9248 Epoch 60/100 ---------- lr: 0.005 train loss: 6.2383 val loss: 5.4232 Epoch 61/100 ---------- lr: 0.005 train loss: 6.0555 val loss: 5.3046 Epoch 62/100 ---------- lr: 0.005 train loss: 5.9233 val loss: 5.6812 Epoch 63/100 ---------- lr: 0.005 train loss: 5.8505 val loss: 5.2937 Epoch 64/100 ---------- lr: 0.005 train loss: 5.8978 val loss: 5.2951 Epoch 65/100 ---------- lr: 0.005 train loss: 5.8588 val loss: 5.0833 Epoch 66/100 ---------- lr: 0.005 train loss: 5.8703 val loss: 5.2308 Epoch 67/100 ---------- lr: 0.005 train loss: 5.7112 val loss: 5.0254 Epoch 68/100 ---------- lr: 0.005 train loss: 5.7441 val loss: 5.3183 Epoch 69/100 ---------- lr: 0.005 train loss: 6.0121 val loss: 5.5408 Epoch 70/100 ---------- lr: 0.005 train loss: 5.9316 val loss: 5.2678 Epoch 71/100 ---------- lr: 0.005 train loss: 5.9705 val loss: 5.1015 Epoch 72/100 ---------- lr: 0.005 train loss: 5.8678 val loss: 5.0310 Epoch 73/100 ---------- lr: 0.005 train loss: 6.0516 val loss: 5.5561 Epoch 74/100 ---------- lr: 0.005 train loss: 5.9625 val loss: 5.4061 Epoch 75/100 ---------- lr: 0.005 train loss: 5.8497 val loss: 5.4310 Epoch 76/100 ---------- lr: 0.005 train loss: 5.9763 val loss: 5.0991 Epoch 77/100 ---------- lr: 0.005 train loss: 5.7709 val loss: 5.0721 Epoch 78/100 ---------- lr: 0.0025 train loss: 5.5058 val loss: 4.8998 Epoch 79/100 ---------- lr: 0.0025 train loss: 5.4799 val loss: 4.7782 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.4502 val loss: 4.8359 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.4485 val loss: 4.8278 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.3805 val loss: 4.7050 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.4000 val loss: 4.9412 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.3775 val loss: 4.8730 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.3876 val loss: 4.8736 Epoch 86/100 ---------- lr: 0.0025 train loss: 5.2863 val loss: 4.8712 Epoch 87/100 ---------- lr: 0.0025 train loss: 5.2206 val loss: 4.6755 Epoch 88/100 ---------- lr: 0.0025 train loss: 5.1569 val loss: 4.5758 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.1410 val loss: 4.5858 Epoch 90/100 ---------- lr: 0.0025 train loss: 5.1039 val loss: 4.5120 Epoch 91/100 ---------- lr: 0.0025 train loss: 5.1291 val loss: 4.7793 Epoch 92/100 ---------- lr: 0.0025 train loss: 5.1370 val loss: 4.6468 Epoch 93/100 ---------- lr: 0.0025 train loss: 5.1434 val loss: 4.5481 Epoch 94/100 ---------- lr: 0.0025 train loss: 5.1455 val loss: 4.6980 Epoch 95/100 ---------- lr: 0.0025 train loss: 5.1635 val loss: 4.6115 Epoch 96/100 ---------- lr: 0.0025 train loss: 5.1629 val loss: 4.7942 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.1987 val loss: 4.6561 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.2598 val loss: 4.8225 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.2382 val loss: 4.6872 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.2722 val loss: 4.6516 Training complete in 10m 33s Best val loss: 0.4336 at epoch 35 Val MSE at best epoch: 0.1792