Epoch 1/100 ---------- lr: 0.005 train loss: 17.0931 val loss: 4.4737 Epoch 2/100 ---------- lr: 0.005 train loss: 5.5507 val loss: 3.6044 Epoch 3/100 ---------- lr: 0.005 train loss: 4.5697 val loss: 2.3795 Epoch 4/100 ---------- lr: 0.005 train loss: 4.6910 val loss: 2.4186 Epoch 5/100 ---------- lr: 0.005 train loss: 3.9371 val loss: 2.0576 Epoch 6/100 ---------- lr: 0.005 train loss: 3.5410 val loss: 1.9798 Epoch 7/100 ---------- lr: 0.005 train loss: 3.5167 val loss: 2.0877 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2435 val loss: 1.6924 Epoch 9/100 ---------- lr: 0.005 train loss: 3.3287 val loss: 1.7936 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1050 val loss: 1.4448 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8663 val loss: 1.4517 Epoch 12/100 ---------- lr: 0.005 train loss: 2.9703 val loss: 1.2975 Epoch 13/100 ---------- lr: 0.005 train loss: 2.8913 val loss: 1.4535 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6989 val loss: 1.2200 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5770 val loss: 1.1050 Epoch 16/100 ---------- lr: 0.005 train loss: 2.8344 val loss: 1.5569 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6449 val loss: 1.2159 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6641 val loss: 1.0496 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4735 val loss: 1.0998 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5862 val loss: 0.9133 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3314 val loss: 0.9575 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3874 val loss: 1.1602 Epoch 23/100 ---------- lr: 0.005 train loss: 2.4355 val loss: 1.0228 Epoch 24/100 ---------- lr: 0.005 train loss: 2.2915 val loss: 0.9685 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2898 val loss: 1.0480 Epoch 26/100 ---------- lr: 0.005 train loss: 2.3687 val loss: 0.9365 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2030 val loss: 0.7071 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2341 val loss: 0.8497 Epoch 29/100 ---------- lr: 0.005 train loss: 2.4239 val loss: 0.8160 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2156 val loss: 0.9208 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1831 val loss: 1.2629 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1683 val loss: 0.7660 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1838 val loss: 0.7097 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1695 val loss: 0.6209 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1870 val loss: 0.6675 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1822 val loss: 0.7448 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1154 val loss: 0.7137 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1057 val loss: 0.6988 Epoch 39/100 ---------- lr: 0.005 train loss: 2.0642 val loss: 0.6056 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0427 val loss: 0.8678 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1004 val loss: 0.6274 Epoch 42/100 ---------- lr: 0.005 train loss: 1.9872 val loss: 0.6055 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0537 val loss: 0.7895 Epoch 44/100 ---------- lr: 0.005 train loss: 2.4660 val loss: 0.8301 Epoch 45/100 ---------- lr: 0.005 train loss: 2.1078 val loss: 0.6058 Epoch 46/100 ---------- lr: 0.005 train loss: 1.9872 val loss: 0.5748 Epoch 47/100 ---------- lr: 0.005 train loss: 1.9530 val loss: 0.6273 Epoch 48/100 ---------- lr: 0.005 train loss: 1.9632 val loss: 0.5375 Epoch 49/100 ---------- lr: 0.005 train loss: 2.0053 val loss: 0.6876 Epoch 50/100 ---------- lr: 0.005 train loss: 1.9992 val loss: 0.6531 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0989 val loss: 0.6431 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9748 val loss: 0.6273 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9605 val loss: 0.5524 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9326 val loss: 0.7018 Epoch 55/100 ---------- lr: 0.005 train loss: 2.1894 val loss: 1.1911 Epoch 56/100 ---------- lr: 0.005 train loss: 2.2426 val loss: 0.6147 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9743 val loss: 0.6115 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9476 val loss: 0.5012 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9036 val loss: 0.5365 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9127 val loss: 0.5424 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9327 val loss: 0.5391 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9711 val loss: 0.7817 Epoch 63/100 ---------- lr: 0.005 train loss: 2.2598 val loss: 0.7670 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9882 val loss: 0.5231 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9456 val loss: 0.5413 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0180 val loss: 1.0384 Epoch 67/100 ---------- lr: 0.005 train loss: 2.2210 val loss: 0.6316 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9802 val loss: 0.6316 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9447 val loss: 0.5295 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9430 val loss: 0.5820 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9705 val loss: 0.5048 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9160 val loss: 0.5336 Epoch 73/100 ---------- lr: 0.005 train loss: 1.8932 val loss: 0.5110 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1549 val loss: 0.9361 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1011 val loss: 0.5488 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9008 val loss: 0.5599 Epoch 77/100 ---------- lr: 0.005 train loss: 1.8889 val loss: 0.5201 Epoch 78/100 ---------- lr: 0.005 train loss: 1.8800 val loss: 0.5981 Epoch 79/100 ---------- lr: 0.005 train loss: 2.1815 val loss: 0.6189 Epoch 80/100 ---------- lr: 0.0025 train loss: 1.9190 val loss: 0.5491 Epoch 81/100 ---------- lr: 0.0025 train loss: 1.8646 val loss: 0.4695 Epoch 82/100 ---------- lr: 0.0025 train loss: 1.8423 val loss: 0.4649 Epoch 83/100 ---------- lr: 0.0025 train loss: 1.8191 val loss: 0.4694 Epoch 84/100 ---------- lr: 0.0025 train loss: 1.8110 val loss: 0.4477 Epoch 85/100 ---------- lr: 0.0025 train loss: 1.8053 val loss: 0.4346 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.8188 val loss: 0.4490 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.8079 val loss: 0.4306 Epoch 88/100 ---------- lr: 0.0025 train loss: 1.8081 val loss: 0.4325 Epoch 89/100 ---------- lr: 0.0025 train loss: 1.8156 val loss: 0.4454 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.8044 val loss: 0.4107 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.8033 val loss: 0.4425 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.8164 val loss: 0.4530 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.7907 val loss: 0.4372 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.7907 val loss: 0.4687 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.7921 val loss: 0.4286 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.8140 val loss: 0.5559 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.8264 val loss: 0.4690 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8078 val loss: 0.5222 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8590 val loss: 0.4200 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.8007 val loss: 0.4571 Training complete in 8m 55s Best val loss: 0.4107 at epoch 90 Val MSE at best epoch: 0.1658