Epoch 1/100 ---------- lr: 0.005 train loss: 9.7697 val loss: 5.1683 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6095 val loss: 4.1699 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0708 val loss: 2.5999 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8034 val loss: 2.2368 Epoch 5/100 ---------- lr: 0.005 train loss: 3.4817 val loss: 2.0584 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3216 val loss: 1.9289 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2845 val loss: 1.9713 Epoch 8/100 ---------- lr: 0.005 train loss: 3.1658 val loss: 1.7563 Epoch 9/100 ---------- lr: 0.005 train loss: 2.9469 val loss: 1.6167 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8215 val loss: 1.4812 Epoch 11/100 ---------- lr: 0.005 train loss: 2.7405 val loss: 1.4253 Epoch 12/100 ---------- lr: 0.005 train loss: 2.6888 val loss: 1.3043 Epoch 13/100 ---------- lr: 0.005 train loss: 2.7024 val loss: 1.3699 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6301 val loss: 1.2648 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5455 val loss: 1.0715 Epoch 16/100 ---------- lr: 0.005 train loss: 2.5991 val loss: 1.2270 Epoch 17/100 ---------- lr: 0.005 train loss: 2.4981 val loss: 1.1049 Epoch 18/100 ---------- lr: 0.005 train loss: 2.3693 val loss: 1.1657 Epoch 19/100 ---------- lr: 0.005 train loss: 2.3688 val loss: 0.9607 Epoch 20/100 ---------- lr: 0.005 train loss: 2.3381 val loss: 1.0439 Epoch 21/100 ---------- lr: 0.005 train loss: 2.2974 val loss: 1.0248 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3403 val loss: 0.9433 Epoch 23/100 ---------- lr: 0.005 train loss: 2.2591 val loss: 0.9088 Epoch 24/100 ---------- lr: 0.005 train loss: 2.2578 val loss: 0.9414 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2017 val loss: 0.9372 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2107 val loss: 0.8218 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2491 val loss: 0.9561 Epoch 28/100 ---------- lr: 0.005 train loss: 2.1828 val loss: 0.8695 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1469 val loss: 0.7370 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1215 val loss: 0.7889 Epoch 31/100 ---------- lr: 0.005 train loss: 2.3829 val loss: 0.8991 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1640 val loss: 1.0088 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1150 val loss: 0.7674 Epoch 34/100 ---------- lr: 0.005 train loss: 2.5395 val loss: 1.4997 Epoch 35/100 ---------- lr: 0.005 train loss: 2.4533 val loss: 1.0076 Epoch 36/100 ---------- lr: 0.005 train loss: 2.2092 val loss: 0.8392 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1245 val loss: 0.7660 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1086 val loss: 0.9986 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1025 val loss: 0.7381 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0713 val loss: 0.7952 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0671 val loss: 0.7665 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0435 val loss: 0.7018 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0479 val loss: 0.7144 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0449 val loss: 0.7281 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0279 val loss: 0.9071 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0691 val loss: 0.9202 Epoch 47/100 ---------- lr: 0.005 train loss: 2.1544 val loss: 0.7793 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0166 val loss: 0.6654 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9782 val loss: 0.6942 Epoch 50/100 ---------- lr: 0.005 train loss: 1.9663 val loss: 0.6485 Epoch 51/100 ---------- lr: 0.005 train loss: 1.9838 val loss: 0.7209 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0403 val loss: 1.1768 Epoch 53/100 ---------- lr: 0.005 train loss: 2.2308 val loss: 0.7729 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9850 val loss: 0.6766 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9396 val loss: 0.6331 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9359 val loss: 0.6380 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9514 val loss: 0.6435 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0418 val loss: 0.8967 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9917 val loss: 0.6192 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9624 val loss: 0.6672 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9252 val loss: 0.5941 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9174 val loss: 0.6090 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9552 val loss: 0.6314 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9283 val loss: 0.6844 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9521 val loss: 0.6583 Epoch 66/100 ---------- lr: 0.005 train loss: 2.1917 val loss: 0.9972 Epoch 67/100 ---------- lr: 0.005 train loss: 2.1076 val loss: 0.7782 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9980 val loss: 0.6193 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9274 val loss: 0.5754 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0824 val loss: 0.7520 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9315 val loss: 0.6207 Epoch 72/100 ---------- lr: 0.005 train loss: 1.8883 val loss: 0.6403 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9999 val loss: 1.0528 Epoch 74/100 ---------- lr: 0.005 train loss: 2.0897 val loss: 0.6327 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9257 val loss: 0.6431 Epoch 76/100 ---------- lr: 0.005 train loss: 1.8781 val loss: 0.5177 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9328 val loss: 0.6922 Epoch 78/100 ---------- lr: 0.005 train loss: 2.0511 val loss: 0.7581 Epoch 79/100 ---------- lr: 0.005 train loss: 1.8994 val loss: 0.5375 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9243 val loss: 0.6414 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9340 val loss: 0.6778 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9216 val loss: 0.6162 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9086 val loss: 0.5750 Epoch 84/100 ---------- lr: 0.005 train loss: 1.8911 val loss: 0.7544 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9666 val loss: 0.6022 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9690 val loss: 0.6504 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9168 val loss: 0.5626 Epoch 88/100 ---------- lr: 0.005 train loss: 1.8652 val loss: 0.6287 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8760 val loss: 0.5724 Epoch 90/100 ---------- lr: 0.005 train loss: 1.8708 val loss: 0.5504 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9432 val loss: 0.7633 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9326 val loss: 0.6124 Epoch 93/100 ---------- lr: 0.005 train loss: 1.8429 val loss: 0.5898 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8788 val loss: 0.5822 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9292 val loss: 1.2751 Epoch 96/100 ---------- lr: 0.005 train loss: 2.2369 val loss: 0.7840 Epoch 97/100 ---------- lr: 0.005 train loss: 1.9460 val loss: 0.6037 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8327 val loss: 0.5549 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8115 val loss: 0.5582 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.8030 val loss: 0.5675 Training complete in 4m 29s Best val loss: 0.5177 at epoch 76 Val MSE at best epoch: 0.2189