Epoch 1/100 ---------- lr: 0.01 train loss: 12.0174 val loss: 5.5837 Epoch 2/100 ---------- lr: 0.01 train loss: 4.8667 val loss: 4.0332 Epoch 3/100 ---------- lr: 0.01 train loss: 4.4999 val loss: 5.0004 Epoch 4/100 ---------- lr: 0.01 train loss: 4.7947 val loss: 3.7181 Epoch 5/100 ---------- lr: 0.01 train loss: 3.7605 val loss: 2.3754 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8517 val loss: 1.9543 Epoch 7/100 ---------- lr: 0.01 train loss: 2.6345 val loss: 2.5373 Epoch 8/100 ---------- lr: 0.01 train loss: 3.4530 val loss: 3.3390 Epoch 9/100 ---------- lr: 0.01 train loss: 3.5394 val loss: 2.1208 Epoch 10/100 ---------- lr: 0.01 train loss: 2.3799 val loss: 1.4525 Epoch 11/100 ---------- lr: 0.01 train loss: 2.1509 val loss: 1.8913 Epoch 12/100 ---------- lr: 0.01 train loss: 10.3797 val loss: 10.8953 Epoch 13/100 ---------- lr: 0.01 train loss: 13.1849 val loss: 11.3212 Epoch 14/100 ---------- lr: 0.01 train loss: 12.8538 val loss: 9.7863 Epoch 15/100 ---------- lr: 0.01 train loss: 9.7604 val loss: 8.2696 Epoch 16/100 ---------- lr: 0.01 train loss: 8.1691 val loss: 6.9572 Epoch 17/100 ---------- lr: 0.01 train loss: 7.7456 val loss: 6.7885 Epoch 18/100 ---------- lr: 0.01 train loss: 7.0345 val loss: 6.2551 Epoch 19/100 ---------- lr: 0.01 train loss: 7.1376 val loss: 6.3572 Epoch 20/100 ---------- lr: 0.01 train loss: 7.1826 val loss: 6.0372 Epoch 21/100 ---------- lr: 0.01 train loss: 6.8441 val loss: 5.8762 Epoch 22/100 ---------- lr: 0.01 train loss: 7.1037 val loss: 5.7824 Epoch 23/100 ---------- lr: 0.01 train loss: 6.6199 val loss: 5.8396 Epoch 24/100 ---------- lr: 0.01 train loss: 6.0622 val loss: 5.5926 Epoch 25/100 ---------- lr: 0.01 train loss: 6.6971 val loss: 5.6953 Epoch 26/100 ---------- lr: 0.01 train loss: 6.6974 val loss: 5.4187 Epoch 27/100 ---------- lr: 0.01 train loss: 6.3008 val loss: 5.3413 Epoch 28/100 ---------- lr: 0.01 train loss: 5.9754 val loss: 5.4210 Epoch 29/100 ---------- lr: 0.01 train loss: 5.6907 val loss: 5.2751 Epoch 30/100 ---------- lr: 0.01 train loss: 6.0962 val loss: 5.6020 Epoch 31/100 ---------- lr: 0.01 train loss: 6.6149 val loss: 6.4156 Epoch 32/100 ---------- lr: 0.005 train loss: 5.9539 val loss: 4.9485 Epoch 33/100 ---------- lr: 0.005 train loss: 5.4353 val loss: 4.8583 Epoch 34/100 ---------- lr: 0.005 train loss: 5.1857 val loss: 4.6411 Epoch 35/100 ---------- lr: 0.005 train loss: 4.9799 val loss: 4.4564 Epoch 36/100 ---------- lr: 0.005 train loss: 4.8711 val loss: 4.2938 Epoch 37/100 ---------- lr: 0.005 train loss: 5.1051 val loss: 4.4104 Epoch 38/100 ---------- lr: 0.005 train loss: 5.0286 val loss: 4.2737 Epoch 39/100 ---------- lr: 0.005 train loss: 4.9422 val loss: 4.6571 Epoch 40/100 ---------- lr: 0.005 train loss: 5.1982 val loss: 4.9088 Epoch 41/100 ---------- lr: 0.005 train loss: 5.1573 val loss: 5.1549 Epoch 42/100 ---------- lr: 0.005 train loss: 5.5024 val loss: 4.7809 Epoch 43/100 ---------- lr: 0.005 train loss: 5.2860 val loss: 4.8140 Epoch 44/100 ---------- lr: 0.005 train loss: 5.0878 val loss: 4.6026 Epoch 45/100 ---------- lr: 0.005 train loss: 5.0365 val loss: 4.7240 Epoch 46/100 ---------- lr: 0.005 train loss: 5.2436 val loss: 4.6861 Epoch 47/100 ---------- lr: 0.005 train loss: 5.3364 val loss: 4.9064 Epoch 48/100 ---------- lr: 0.005 train loss: 5.2309 val loss: 4.5558 Epoch 49/100 ---------- lr: 0.005 train loss: 5.6216 val loss: 5.9022 Epoch 50/100 ---------- lr: 0.005 train loss: 5.6757 val loss: 4.9407 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7216 val loss: 5.2810 Epoch 52/100 ---------- lr: 0.005 train loss: 5.5857 val loss: 6.0900 Epoch 53/100 ---------- lr: 0.0025 train loss: 5.9051 val loss: 4.9974 Epoch 54/100 ---------- lr: 0.0025 train loss: 5.4168 val loss: 5.1251 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.1738 val loss: 4.7653 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.9759 val loss: 4.8440 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.8853 val loss: 4.8447 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.9327 val loss: 4.6810 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.0187 val loss: 4.7619 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.9031 val loss: 4.7202 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.9162 val loss: 4.6119 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.8080 val loss: 4.5419 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.9761 val loss: 4.7312 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.8391 val loss: 4.6070 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.9033 val loss: 4.9757 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.8857 val loss: 4.6553 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.8874 val loss: 4.6598 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.7397 val loss: 4.4537 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.7042 val loss: 4.5702 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4862 val loss: 4.5430 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.3815 val loss: 4.1293 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.3021 val loss: 4.0830 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.2818 val loss: 4.2813 Epoch 74/100 ---------- lr: 0.00125 train loss: 4.0898 val loss: 4.2538 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.0890 val loss: 4.1053 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.9959 val loss: 4.0664 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.0179 val loss: 4.0621 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.9596 val loss: 4.0534 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.9761 val loss: 3.8060 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.0255 val loss: 3.9158 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.0902 val loss: 3.9035 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.1681 val loss: 4.1322 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.1889 val loss: 3.9711 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.0682 val loss: 3.9462 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.1087 val loss: 3.8676 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.0224 val loss: 4.0618 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.1178 val loss: 3.9491 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.0854 val loss: 3.9914 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.9633 val loss: 3.9217 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.0778 val loss: 3.8523 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.0236 val loss: 3.9068 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.0105 val loss: 3.9888 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.0022 val loss: 3.9911 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.0226 val loss: 3.9631 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.9113 val loss: 3.8475 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.7836 val loss: 3.8359 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.8148 val loss: 3.7109 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.8050 val loss: 3.8041 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.7416 val loss: 3.7891 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.7286 val loss: 3.7063 Training complete in 13m 56s Best val loss: 1.4525 at epoch 10 Val MSE at best epoch: 0.5069