Epoch 1/100 ---------- lr: 0.005 train loss: 63.4584 val loss: 56.0327 Epoch 2/100 ---------- lr: 0.005 train loss: 47.1137 val loss: 31.8742 Epoch 3/100 ---------- lr: 0.005 train loss: 16.8154 val loss: 6.7241 Epoch 4/100 ---------- lr: 0.005 train loss: 8.7837 val loss: 4.5476 Epoch 5/100 ---------- lr: 0.005 train loss: 6.8493 val loss: 4.1233 Epoch 6/100 ---------- lr: 0.005 train loss: 6.0291 val loss: 3.3281 Epoch 7/100 ---------- lr: 0.005 train loss: 5.5197 val loss: 2.7230 Epoch 8/100 ---------- lr: 0.005 train loss: 5.4003 val loss: 3.1267 Epoch 9/100 ---------- lr: 0.005 train loss: 5.1434 val loss: 2.3174 Epoch 10/100 ---------- lr: 0.005 train loss: 4.7740 val loss: 2.1897 Epoch 11/100 ---------- lr: 0.005 train loss: 4.5836 val loss: 2.4816 Epoch 12/100 ---------- lr: 0.005 train loss: 5.0631 val loss: 2.0195 Epoch 13/100 ---------- lr: 0.005 train loss: 4.4419 val loss: 1.8787 Epoch 14/100 ---------- lr: 0.005 train loss: 4.2753 val loss: 2.0083 Epoch 15/100 ---------- lr: 0.005 train loss: 4.2060 val loss: 1.8525 Epoch 16/100 ---------- lr: 0.005 train loss: 4.0581 val loss: 1.6139 Epoch 17/100 ---------- lr: 0.005 train loss: 4.1033 val loss: 1.6725 Epoch 18/100 ---------- lr: 0.005 train loss: 4.0534 val loss: 2.1665 Epoch 19/100 ---------- lr: 0.005 train loss: 4.0857 val loss: 1.7377 Epoch 20/100 ---------- lr: 0.005 train loss: 4.1191 val loss: 1.7559 Epoch 21/100 ---------- lr: 0.005 train loss: 3.9217 val loss: 1.5119 Epoch 22/100 ---------- lr: 0.005 train loss: 3.7620 val loss: 1.5021 Epoch 23/100 ---------- lr: 0.005 train loss: 3.7478 val loss: 1.5085 Epoch 24/100 ---------- lr: 0.005 train loss: 3.7012 val loss: 1.6168 Epoch 25/100 ---------- lr: 0.005 train loss: 4.0223 val loss: 1.5136 Epoch 26/100 ---------- lr: 0.005 train loss: 3.5998 val loss: 1.2944 Epoch 27/100 ---------- lr: 0.005 train loss: 3.4804 val loss: 1.3406 Epoch 28/100 ---------- lr: 0.005 train loss: 3.3693 val loss: 1.3402 Epoch 29/100 ---------- lr: 0.005 train loss: 3.4688 val loss: 1.6729 Epoch 30/100 ---------- lr: 0.005 train loss: 3.6006 val loss: 1.4599 Epoch 31/100 ---------- lr: 0.005 train loss: 3.5294 val loss: 1.1597 Epoch 32/100 ---------- lr: 0.005 train loss: 3.2838 val loss: 1.1850 Epoch 33/100 ---------- lr: 0.005 train loss: 3.3214 val loss: 1.2507 Epoch 34/100 ---------- lr: 0.005 train loss: 3.3087 val loss: 1.0436 Epoch 35/100 ---------- lr: 0.005 train loss: 3.3072 val loss: 1.1328 Epoch 36/100 ---------- lr: 0.005 train loss: 3.2171 val loss: 1.4325 Epoch 37/100 ---------- lr: 0.005 train loss: 3.2339 val loss: 1.1150 Epoch 38/100 ---------- lr: 0.005 train loss: 3.1310 val loss: 0.9787 Epoch 39/100 ---------- lr: 0.005 train loss: 3.0952 val loss: 1.6232 Epoch 40/100 ---------- lr: 0.005 train loss: 3.5120 val loss: 1.0344 Epoch 41/100 ---------- lr: 0.005 train loss: 3.1451 val loss: 0.9467 Epoch 42/100 ---------- lr: 0.005 train loss: 3.0074 val loss: 0.9048 Epoch 43/100 ---------- lr: 0.005 train loss: 3.0209 val loss: 0.9418 Epoch 44/100 ---------- lr: 0.005 train loss: 2.9175 val loss: 0.8150 Epoch 45/100 ---------- lr: 0.005 train loss: 3.1296 val loss: 1.2464 Epoch 46/100 ---------- lr: 0.005 train loss: 3.3241 val loss: 1.0851 Epoch 47/100 ---------- lr: 0.005 train loss: 2.9886 val loss: 0.9972 Epoch 48/100 ---------- lr: 0.005 train loss: 2.9101 val loss: 0.9807 Epoch 49/100 ---------- lr: 0.005 train loss: 2.8130 val loss: 0.9497 Epoch 50/100 ---------- lr: 0.005 train loss: 2.7893 val loss: 0.9578 Epoch 51/100 ---------- lr: 0.005 train loss: 2.7720 val loss: 0.8572 Epoch 52/100 ---------- lr: 0.005 train loss: 2.7585 val loss: 0.8602 Epoch 53/100 ---------- lr: 0.005 train loss: 3.0468 val loss: 1.0797 Epoch 54/100 ---------- lr: 0.005 train loss: 2.9089 val loss: 0.9843 Epoch 55/100 ---------- lr: 0.005 train loss: 2.7232 val loss: 0.7388 Epoch 56/100 ---------- lr: 0.005 train loss: 2.7660 val loss: 0.9222 Epoch 57/100 ---------- lr: 0.005 train loss: 2.7159 val loss: 0.7931 Epoch 58/100 ---------- lr: 0.005 train loss: 2.7056 val loss: 0.8291 Epoch 59/100 ---------- lr: 0.005 train loss: 2.8498 val loss: 1.1032 Epoch 60/100 ---------- lr: 0.005 train loss: 2.7716 val loss: 0.7896 Epoch 61/100 ---------- lr: 0.005 train loss: 2.7100 val loss: 0.8580 Epoch 62/100 ---------- lr: 0.005 train loss: 3.1971 val loss: 1.2851 Epoch 63/100 ---------- lr: 0.005 train loss: 3.3683 val loss: 1.3909 Epoch 64/100 ---------- lr: 0.005 train loss: 2.9993 val loss: 1.0381 Epoch 65/100 ---------- lr: 0.005 train loss: 2.8074 val loss: 0.8796 Epoch 66/100 ---------- lr: 0.005 train loss: 2.7529 val loss: 0.8368 Epoch 67/100 ---------- lr: 0.005 train loss: 2.7201 val loss: 0.7949 Epoch 68/100 ---------- lr: 0.005 train loss: 2.6784 val loss: 0.7334 Epoch 69/100 ---------- lr: 0.005 train loss: 2.6872 val loss: 0.7767 Epoch 70/100 ---------- lr: 0.005 train loss: 2.7298 val loss: 0.9086 Epoch 71/100 ---------- lr: 0.005 train loss: 2.8368 val loss: 0.8144 Epoch 72/100 ---------- lr: 0.005 train loss: 2.7806 val loss: 0.9494 Epoch 73/100 ---------- lr: 0.005 train loss: 2.6737 val loss: 0.8541 Epoch 74/100 ---------- lr: 0.005 train loss: 2.7627 val loss: 0.9074 Epoch 75/100 ---------- lr: 0.005 train loss: 2.7024 val loss: 1.0022 Epoch 76/100 ---------- lr: 0.005 train loss: 2.6610 val loss: 0.9969 Epoch 77/100 ---------- lr: 0.005 train loss: 2.5559 val loss: 0.8020 Epoch 78/100 ---------- lr: 0.005 train loss: 2.6223 val loss: 0.7984 Epoch 79/100 ---------- lr: 0.005 train loss: 2.5827 val loss: 0.7897 Epoch 80/100 ---------- lr: 0.005 train loss: 2.5636 val loss: 0.7760 Epoch 81/100 ---------- lr: 0.005 train loss: 2.5294 val loss: 2.2816 Epoch 82/100 ---------- lr: 0.005 train loss: 2.7520 val loss: 0.9803 Epoch 83/100 ---------- lr: 0.005 train loss: 2.5430 val loss: 0.9020 Epoch 84/100 ---------- lr: 0.005 train loss: 2.5478 val loss: 0.7706 Epoch 85/100 ---------- lr: 0.005 train loss: 2.6376 val loss: 1.3282 Epoch 86/100 ---------- lr: 0.005 train loss: 2.6487 val loss: 0.7686 Epoch 87/100 ---------- lr: 0.005 train loss: 2.5851 val loss: 0.8637 Epoch 88/100 ---------- lr: 0.005 train loss: 3.6560 val loss: 4.3650 Epoch 89/100 ---------- lr: 0.005 train loss: 4.3650 val loss: 2.7219 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.9671 val loss: 1.8744 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.6453 val loss: 1.7657 Epoch 92/100 ---------- lr: 0.0025 train loss: 3.6251 val loss: 1.7542 Epoch 93/100 ---------- lr: 0.0025 train loss: 3.4869 val loss: 1.7044 Epoch 94/100 ---------- lr: 0.0025 train loss: 3.4163 val loss: 1.6754 Epoch 95/100 ---------- lr: 0.0025 train loss: 3.3404 val loss: 1.6215 Epoch 96/100 ---------- lr: 0.0025 train loss: 3.3026 val loss: 1.5829 Epoch 97/100 ---------- lr: 0.0025 train loss: 3.2195 val loss: 1.5117 Epoch 98/100 ---------- lr: 0.0025 train loss: 3.1555 val loss: 1.4050 Epoch 99/100 ---------- lr: 0.0025 train loss: 3.1116 val loss: 1.4466 Epoch 100/100 ---------- lr: 0.0025 train loss: 3.1598 val loss: 1.5035 Training complete in 15m 6s Best val loss: 0.7334 at epoch 68 Val MSE at best epoch: 0.2583