Epoch 1/100 ---------- lr: 0.01 train loss: 7.9081 val loss: 4.1467 Epoch 2/100 ---------- lr: 0.01 train loss: 4.4140 val loss: 3.0526 Epoch 3/100 ---------- lr: 0.01 train loss: 3.5909 val loss: 2.4863 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8567 val loss: 2.4145 Epoch 5/100 ---------- lr: 0.01 train loss: 3.0320 val loss: 2.4300 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5690 val loss: 2.0731 Epoch 7/100 ---------- lr: 0.01 train loss: 3.5336 val loss: 2.0793 Epoch 8/100 ---------- lr: 0.01 train loss: 4.8696 val loss: 11.7161 Epoch 9/100 ---------- lr: 0.01 train loss: 11.7218 val loss: 8.8782 Epoch 10/100 ---------- lr: 0.01 train loss: 7.6247 val loss: 6.3337 Epoch 11/100 ---------- lr: 0.01 train loss: 9.9794 val loss: 9.6300 Epoch 12/100 ---------- lr: 0.01 train loss: 8.7152 val loss: 6.8095 Epoch 13/100 ---------- lr: 0.01 train loss: 8.2784 val loss: 6.4140 Epoch 14/100 ---------- lr: 0.01 train loss: 7.7481 val loss: 7.8141 Epoch 15/100 ---------- lr: 0.01 train loss: 7.3206 val loss: 6.7511 Epoch 16/100 ---------- lr: 0.01 train loss: 7.1032 val loss: 6.2683 Epoch 17/100 ---------- lr: 0.01 train loss: 6.7746 val loss: 5.9517 Epoch 18/100 ---------- lr: 0.01 train loss: 6.7134 val loss: 5.3024 Epoch 19/100 ---------- lr: 0.01 train loss: 6.0565 val loss: 5.2265 Epoch 20/100 ---------- lr: 0.01 train loss: 5.4861 val loss: 4.7832 Epoch 21/100 ---------- lr: 0.01 train loss: 4.9768 val loss: 4.8510 Epoch 22/100 ---------- lr: 0.01 train loss: 5.8425 val loss: 5.9955 Epoch 23/100 ---------- lr: 0.01 train loss: 6.1083 val loss: 5.6449 Epoch 24/100 ---------- lr: 0.01 train loss: 7.0573 val loss: 7.1743 Epoch 25/100 ---------- lr: 0.01 train loss: 7.0209 val loss: 6.2762 Epoch 26/100 ---------- lr: 0.01 train loss: 6.4647 val loss: 5.4282 Epoch 27/100 ---------- lr: 0.01 train loss: 6.3470 val loss: 4.9952 Epoch 28/100 ---------- lr: 0.005 train loss: 5.2907 val loss: 4.3214 Epoch 29/100 ---------- lr: 0.005 train loss: 4.8588 val loss: 3.9335 Epoch 30/100 ---------- lr: 0.005 train loss: 4.7419 val loss: 4.1391 Epoch 31/100 ---------- lr: 0.005 train loss: 4.6104 val loss: 3.8477 Epoch 32/100 ---------- lr: 0.005 train loss: 4.8510 val loss: 4.3353 Epoch 33/100 ---------- lr: 0.005 train loss: 4.8534 val loss: 4.0750 Epoch 34/100 ---------- lr: 0.005 train loss: 4.6788 val loss: 4.2457 Epoch 35/100 ---------- lr: 0.005 train loss: 4.6507 val loss: 4.1448 Epoch 36/100 ---------- lr: 0.005 train loss: 4.6015 val loss: 4.0701 Epoch 37/100 ---------- lr: 0.005 train loss: 4.3918 val loss: 4.1801 Epoch 38/100 ---------- lr: 0.005 train loss: 4.4794 val loss: 4.2713 Epoch 39/100 ---------- lr: 0.005 train loss: 4.5887 val loss: 3.9671 Epoch 40/100 ---------- lr: 0.005 train loss: 4.8379 val loss: 4.2375 Epoch 41/100 ---------- lr: 0.005 train loss: 4.5919 val loss: 4.0138 Epoch 42/100 ---------- lr: 0.005 train loss: 4.5061 val loss: 3.7516 Epoch 43/100 ---------- lr: 0.005 train loss: 4.3616 val loss: 4.1354 Epoch 44/100 ---------- lr: 0.005 train loss: 4.4861 val loss: 3.8444 Epoch 45/100 ---------- lr: 0.005 train loss: 4.2121 val loss: 3.4653 Epoch 46/100 ---------- lr: 0.005 train loss: 4.2681 val loss: 3.8818 Epoch 47/100 ---------- lr: 0.005 train loss: 4.6077 val loss: 4.1914 Epoch 48/100 ---------- lr: 0.005 train loss: 4.5611 val loss: 4.3206 Epoch 49/100 ---------- lr: 0.0025 train loss: 4.4916 val loss: 3.8273 Epoch 50/100 ---------- lr: 0.0025 train loss: 4.4374 val loss: 3.8622 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.2722 val loss: 3.9285 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.4463 val loss: 3.9550 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.3431 val loss: 3.8553 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.2352 val loss: 3.6549 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.0880 val loss: 3.5740 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.0065 val loss: 3.3842 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.9288 val loss: 3.4084 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.8932 val loss: 3.2851 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.8138 val loss: 3.2459 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.6943 val loss: 3.0382 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.6223 val loss: 3.0066 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.5646 val loss: 3.0458 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.5844 val loss: 3.0073 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.4765 val loss: 2.9243 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.6168 val loss: 3.1483 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.6320 val loss: 2.9842 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.5264 val loss: 3.1157 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.5015 val loss: 2.9665 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.6056 val loss: 2.9392 Epoch 70/100 ---------- lr: 0.00125 train loss: 3.3944 val loss: 2.7428 Epoch 71/100 ---------- lr: 0.00125 train loss: 3.3084 val loss: 2.8268 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.2992 val loss: 2.7483 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.1998 val loss: 2.7357 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.1863 val loss: 2.7426 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.1487 val loss: 2.6997 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.2195 val loss: 2.9709 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.2293 val loss: 2.6571 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.1540 val loss: 2.7851 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.1690 val loss: 2.6394 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.1998 val loss: 2.9278 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.2020 val loss: 2.9755 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.2337 val loss: 2.8971 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.1414 val loss: 2.9237 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.1662 val loss: 2.9073 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.1967 val loss: 2.8915 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.1549 val loss: 2.8776 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.0965 val loss: 2.7184 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.1188 val loss: 2.7249 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.0883 val loss: 2.6172 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.0687 val loss: 2.7974 Epoch 91/100 ---------- lr: 0.000625 train loss: 2.9637 val loss: 2.5789 Epoch 92/100 ---------- lr: 0.000625 train loss: 2.9686 val loss: 2.5722 Epoch 93/100 ---------- lr: 0.000625 train loss: 2.9145 val loss: 2.5637 Epoch 94/100 ---------- lr: 0.000625 train loss: 2.9250 val loss: 2.5650 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.9409 val loss: 2.6255 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.8996 val loss: 2.6289 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.9718 val loss: 2.7160 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.9418 val loss: 2.6913 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.9775 val loss: 2.6256 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.0075 val loss: 2.6391 Training complete in 13m 55s Best val loss: 2.0731 at epoch 6 Val MSE at best epoch: 0.8849