Epoch 1/100 ---------- lr: 0.01 train loss: 37.4568 val loss: 13.0199 Epoch 2/100 ---------- lr: 0.01 train loss: 8.3364 val loss: 6.1165 Epoch 3/100 ---------- lr: 0.01 train loss: 6.0932 val loss: 3.7303 Epoch 4/100 ---------- lr: 0.01 train loss: 5.4881 val loss: 3.7209 Epoch 5/100 ---------- lr: 0.01 train loss: 4.9404 val loss: 3.2273 Epoch 6/100 ---------- lr: 0.01 train loss: 4.9841 val loss: 2.8774 Epoch 7/100 ---------- lr: 0.01 train loss: 4.3634 val loss: 2.2273 Epoch 8/100 ---------- lr: 0.01 train loss: 3.9722 val loss: 2.4070 Epoch 9/100 ---------- lr: 0.01 train loss: 4.0410 val loss: 2.6739 Epoch 10/100 ---------- lr: 0.01 train loss: 4.0447 val loss: 2.3267 Epoch 11/100 ---------- lr: 0.01 train loss: 3.9476 val loss: 2.3827 Epoch 12/100 ---------- lr: 0.01 train loss: 3.8653 val loss: 2.0956 Epoch 13/100 ---------- lr: 0.01 train loss: 4.3424 val loss: 3.1606 Epoch 14/100 ---------- lr: 0.01 train loss: 4.6915 val loss: 3.8565 Epoch 15/100 ---------- lr: 0.01 train loss: 5.9635 val loss: 4.2661 Epoch 16/100 ---------- lr: 0.01 train loss: 4.7292 val loss: 2.7648 Epoch 17/100 ---------- lr: 0.01 train loss: 4.2486 val loss: 2.4836 Epoch 18/100 ---------- lr: 0.01 train loss: 4.1728 val loss: 3.5183 Epoch 19/100 ---------- lr: 0.01 train loss: 5.0357 val loss: 4.7587 Epoch 20/100 ---------- lr: 0.01 train loss: 5.1682 val loss: 3.8886 Epoch 21/100 ---------- lr: 0.01 train loss: 5.4575 val loss: 3.8377 Epoch 22/100 ---------- lr: 0.01 train loss: 6.7330 val loss: 4.0441 Epoch 23/100 ---------- lr: 0.01 train loss: 5.7920 val loss: 4.1619 Epoch 24/100 ---------- lr: 0.01 train loss: 7.2100 val loss: 9.0872 Epoch 25/100 ---------- lr: 0.01 train loss: 7.7907 val loss: 6.5303 Epoch 26/100 ---------- lr: 0.01 train loss: 13.3763 val loss: 10.2252 Epoch 27/100 ---------- lr: 0.01 train loss: 11.4361 val loss: 8.7790 Epoch 28/100 ---------- lr: 0.01 train loss: 9.7759 val loss: 8.2394 Epoch 29/100 ---------- lr: 0.01 train loss: 9.3276 val loss: 7.0409 Epoch 30/100 ---------- lr: 0.01 train loss: 10.2116 val loss: 10.5322 Epoch 31/100 ---------- lr: 0.01 train loss: 11.2703 val loss: 11.8344 Epoch 32/100 ---------- lr: 0.01 train loss: 11.4194 val loss: 8.6019 Epoch 33/100 ---------- lr: 0.01 train loss: 10.3856 val loss: 9.1581 Epoch 34/100 ---------- lr: 0.005 train loss: 9.6147 val loss: 7.3745 Epoch 35/100 ---------- lr: 0.005 train loss: 8.8373 val loss: 6.6683 Epoch 36/100 ---------- lr: 0.005 train loss: 8.2688 val loss: 7.0138 Epoch 37/100 ---------- lr: 0.005 train loss: 7.9807 val loss: 6.5792 Epoch 38/100 ---------- lr: 0.005 train loss: 7.5721 val loss: 6.4452 Epoch 39/100 ---------- lr: 0.005 train loss: 7.5997 val loss: 6.1034 Epoch 40/100 ---------- lr: 0.005 train loss: 7.2594 val loss: 5.8290 Epoch 41/100 ---------- lr: 0.005 train loss: 7.2307 val loss: 5.8238 Epoch 42/100 ---------- lr: 0.005 train loss: 7.0531 val loss: 5.5218 Epoch 43/100 ---------- lr: 0.005 train loss: 6.9471 val loss: 5.3101 Epoch 44/100 ---------- lr: 0.005 train loss: 6.7154 val loss: 5.4893 Epoch 45/100 ---------- lr: 0.005 train loss: 6.5620 val loss: 4.9849 Epoch 46/100 ---------- lr: 0.005 train loss: 6.4753 val loss: 5.1347 Epoch 47/100 ---------- lr: 0.005 train loss: 6.4352 val loss: 5.0279 Epoch 48/100 ---------- lr: 0.005 train loss: 6.2791 val loss: 4.8283 Epoch 49/100 ---------- lr: 0.005 train loss: 6.0780 val loss: 4.7529 Epoch 50/100 ---------- lr: 0.005 train loss: 6.0060 val loss: 4.6713 Epoch 51/100 ---------- lr: 0.005 train loss: 5.9428 val loss: 4.9928 Epoch 52/100 ---------- lr: 0.005 train loss: 5.9108 val loss: 4.6903 Epoch 53/100 ---------- lr: 0.005 train loss: 5.7773 val loss: 4.5399 Epoch 54/100 ---------- lr: 0.005 train loss: 5.8597 val loss: 4.6061 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.6521 val loss: 4.2696 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.5223 val loss: 4.3105 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.3524 val loss: 4.2203 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.4147 val loss: 4.2121 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.3368 val loss: 4.0184 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.3453 val loss: 4.0983 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.4239 val loss: 4.0488 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.3146 val loss: 4.1607 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.3792 val loss: 4.1924 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.3133 val loss: 4.1635 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.2471 val loss: 3.9657 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.2100 val loss: 3.9832 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.2478 val loss: 4.0772 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.2198 val loss: 4.0880 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.2937 val loss: 4.1402 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.2156 val loss: 4.3393 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.2510 val loss: 4.1114 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.1175 val loss: 3.9139 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.2022 val loss: 4.2050 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.1204 val loss: 3.9709 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.0765 val loss: 4.2050 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.8668 val loss: 4.0504 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.8428 val loss: 3.9756 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.7548 val loss: 3.9139 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.6863 val loss: 3.9206 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.6446 val loss: 3.8179 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.6301 val loss: 3.8250 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.6153 val loss: 3.7991 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.6173 val loss: 3.8063 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.6237 val loss: 3.7108 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.5652 val loss: 3.7273 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.5402 val loss: 3.5986 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.4677 val loss: 3.7676 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.4894 val loss: 3.6375 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4666 val loss: 3.7487 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.3762 val loss: 3.5963 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.3854 val loss: 3.5049 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.3325 val loss: 3.4557 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.3496 val loss: 3.5237 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.3134 val loss: 3.5613 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.3614 val loss: 3.5116 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.3990 val loss: 3.4320 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.3334 val loss: 3.4685 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.3134 val loss: 3.4468 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.3129 val loss: 3.4733 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.3013 val loss: 3.3650 Training complete in 35m 50s Best val loss: 2.0956 at epoch 12 Val MSE at best epoch: 0.8669