Epoch 1/100 ---------- lr: 0.01 train loss: 10.8002 val loss: 3.8536 Epoch 2/100 ---------- lr: 0.01 train loss: 5.8016 val loss: 3.2123 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3785 val loss: 2.5395 Epoch 4/100 ---------- lr: 0.01 train loss: 4.0042 val loss: 2.1123 Epoch 5/100 ---------- lr: 0.01 train loss: 3.7280 val loss: 2.4396 Epoch 6/100 ---------- lr: 0.01 train loss: 3.6788 val loss: 2.0844 Epoch 7/100 ---------- lr: 0.01 train loss: 3.5183 val loss: 2.0204 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2649 val loss: 1.6248 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0189 val loss: 1.8345 Epoch 10/100 ---------- lr: 0.01 train loss: 3.5541 val loss: 2.6760 Epoch 11/100 ---------- lr: 0.01 train loss: 3.9541 val loss: 1.9491 Epoch 12/100 ---------- lr: 0.01 train loss: 3.4774 val loss: 2.2262 Epoch 13/100 ---------- lr: 0.01 train loss: 3.3311 val loss: 1.5898 Epoch 14/100 ---------- lr: 0.01 train loss: 3.6870 val loss: 2.0180 Epoch 15/100 ---------- lr: 0.01 train loss: 4.1212 val loss: 2.2251 Epoch 16/100 ---------- lr: 0.01 train loss: 3.6132 val loss: 2.6003 Epoch 17/100 ---------- lr: 0.01 train loss: 5.7086 val loss: 4.6020 Epoch 18/100 ---------- lr: 0.01 train loss: 5.7945 val loss: 4.9164 Epoch 19/100 ---------- lr: 0.01 train loss: 6.1199 val loss: 4.4880 Epoch 20/100 ---------- lr: 0.01 train loss: 5.2466 val loss: 3.2220 Epoch 21/100 ---------- lr: 0.01 train loss: 5.1905 val loss: 5.3495 Epoch 22/100 ---------- lr: 0.01 train loss: 6.7791 val loss: 4.5552 Epoch 23/100 ---------- lr: 0.01 train loss: 5.9616 val loss: 3.8940 Epoch 24/100 ---------- lr: 0.01 train loss: 5.2432 val loss: 3.3047 Epoch 25/100 ---------- lr: 0.01 train loss: 5.3371 val loss: 4.5143 Epoch 26/100 ---------- lr: 0.01 train loss: 5.1529 val loss: 3.3199 Epoch 27/100 ---------- lr: 0.01 train loss: 5.3624 val loss: 4.0698 Epoch 28/100 ---------- lr: 0.01 train loss: 5.5604 val loss: 4.7096 Epoch 29/100 ---------- lr: 0.01 train loss: 6.8023 val loss: 4.9088 Epoch 30/100 ---------- lr: 0.01 train loss: 6.2038 val loss: 4.0576 Epoch 31/100 ---------- lr: 0.01 train loss: 6.1429 val loss: 5.1658 Epoch 32/100 ---------- lr: 0.01 train loss: 8.2239 val loss: 10.7876 Epoch 33/100 ---------- lr: 0.01 train loss: 11.5062 val loss: 9.2532 Epoch 34/100 ---------- lr: 0.01 train loss: 10.1396 val loss: 9.1454 Epoch 35/100 ---------- lr: 0.005 train loss: 8.6997 val loss: 8.1413 Epoch 36/100 ---------- lr: 0.005 train loss: 8.1054 val loss: 6.6148 Epoch 37/100 ---------- lr: 0.005 train loss: 8.2340 val loss: 6.4355 Epoch 38/100 ---------- lr: 0.005 train loss: 7.7227 val loss: 6.0799 Epoch 39/100 ---------- lr: 0.005 train loss: 7.4056 val loss: 5.9282 Epoch 40/100 ---------- lr: 0.005 train loss: 7.2539 val loss: 5.8801 Epoch 41/100 ---------- lr: 0.005 train loss: 7.8011 val loss: 6.2961 Epoch 42/100 ---------- lr: 0.005 train loss: 7.7723 val loss: 6.1673 Epoch 43/100 ---------- lr: 0.005 train loss: 7.5203 val loss: 5.9201 Epoch 44/100 ---------- lr: 0.005 train loss: 7.2321 val loss: 5.3528 Epoch 45/100 ---------- lr: 0.005 train loss: 7.0082 val loss: 5.4209 Epoch 46/100 ---------- lr: 0.005 train loss: 6.7434 val loss: 5.1714 Epoch 47/100 ---------- lr: 0.005 train loss: 6.6113 val loss: 4.9524 Epoch 48/100 ---------- lr: 0.005 train loss: 6.6532 val loss: 5.2577 Epoch 49/100 ---------- lr: 0.005 train loss: 6.7121 val loss: 5.3248 Epoch 50/100 ---------- lr: 0.005 train loss: 6.8653 val loss: 5.3196 Epoch 51/100 ---------- lr: 0.005 train loss: 6.5923 val loss: 4.9762 Epoch 52/100 ---------- lr: 0.005 train loss: 6.4134 val loss: 4.7143 Epoch 53/100 ---------- lr: 0.005 train loss: 6.3533 val loss: 4.9225 Epoch 54/100 ---------- lr: 0.005 train loss: 6.1679 val loss: 4.6781 Epoch 55/100 ---------- lr: 0.005 train loss: 6.1618 val loss: 4.5729 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.9743 val loss: 4.5620 Epoch 57/100 ---------- lr: 0.0025 train loss: 6.0472 val loss: 4.5199 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.8971 val loss: 4.6176 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.9723 val loss: 4.2343 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.8180 val loss: 4.5366 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.6687 val loss: 4.2819 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.6228 val loss: 4.1599 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.5149 val loss: 4.3371 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.5604 val loss: 4.1310 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.5966 val loss: 3.9553 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.5267 val loss: 4.1495 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.6492 val loss: 4.0300 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.6728 val loss: 4.1341 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.5828 val loss: 4.0511 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.6044 val loss: 4.1499 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.5397 val loss: 4.2161 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.7016 val loss: 4.4966 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.7219 val loss: 4.4318 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.7207 val loss: 4.7114 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.6581 val loss: 4.0720 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.6789 val loss: 4.3457 Epoch 77/100 ---------- lr: 0.00125 train loss: 5.5617 val loss: 3.9306 Epoch 78/100 ---------- lr: 0.00125 train loss: 5.4580 val loss: 4.0054 Epoch 79/100 ---------- lr: 0.00125 train loss: 5.3586 val loss: 4.0579 Epoch 80/100 ---------- lr: 0.00125 train loss: 5.3558 val loss: 3.9723 Epoch 81/100 ---------- lr: 0.00125 train loss: 5.3252 val loss: 4.0737 Epoch 82/100 ---------- lr: 0.00125 train loss: 5.2910 val loss: 4.2001 Epoch 83/100 ---------- lr: 0.00125 train loss: 5.2857 val loss: 4.0895 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.2235 val loss: 4.0503 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.2474 val loss: 4.0313 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.2033 val loss: 4.0510 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.2088 val loss: 3.9272 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.1222 val loss: 3.9384 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.0621 val loss: 3.8793 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.0871 val loss: 3.8396 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.0078 val loss: 3.5863 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.0312 val loss: 3.7407 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.9970 val loss: 3.9301 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.0224 val loss: 3.7497 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.9440 val loss: 3.6859 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.9302 val loss: 3.8914 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.0121 val loss: 3.8070 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.8978 val loss: 3.6340 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.8930 val loss: 3.6809 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.9021 val loss: 3.4933 Training complete in 16m 5s Best val loss: 1.5898 at epoch 13 Val MSE at best epoch: 0.6760