Epoch 1/100 ---------- lr: 0.005 train loss: 9.3919 val loss: 3.3731 Epoch 2/100 ---------- lr: 0.005 train loss: 4.3996 val loss: 3.3523 Epoch 3/100 ---------- lr: 0.005 train loss: 3.9873 val loss: 2.6080 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7292 val loss: 2.2879 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5245 val loss: 2.7513 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3827 val loss: 1.8702 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1681 val loss: 1.7050 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0378 val loss: 2.2275 Epoch 9/100 ---------- lr: 0.005 train loss: 3.4756 val loss: 1.7601 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9996 val loss: 1.6376 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8743 val loss: 1.4221 Epoch 12/100 ---------- lr: 0.005 train loss: 2.8062 val loss: 1.9235 Epoch 13/100 ---------- lr: 0.005 train loss: 2.9039 val loss: 1.5201 Epoch 14/100 ---------- lr: 0.005 train loss: 2.7518 val loss: 1.2281 Epoch 15/100 ---------- lr: 0.005 train loss: 2.6104 val loss: 1.2385 Epoch 16/100 ---------- lr: 0.005 train loss: 2.5524 val loss: 1.2889 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6176 val loss: 1.1779 Epoch 18/100 ---------- lr: 0.005 train loss: 2.5432 val loss: 1.3047 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4682 val loss: 1.2379 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4509 val loss: 1.1819 Epoch 21/100 ---------- lr: 0.005 train loss: 2.4613 val loss: 1.0027 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3147 val loss: 1.0222 Epoch 23/100 ---------- lr: 0.005 train loss: 2.3496 val loss: 0.9859 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3661 val loss: 0.9418 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2545 val loss: 1.0771 Epoch 26/100 ---------- lr: 0.005 train loss: 2.3015 val loss: 1.0323 Epoch 27/100 ---------- lr: 0.005 train loss: 2.3671 val loss: 1.0466 Epoch 28/100 ---------- lr: 0.005 train loss: 2.3126 val loss: 0.9123 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1808 val loss: 0.8462 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1788 val loss: 0.7941 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1531 val loss: 0.7806 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1817 val loss: 1.0927 Epoch 33/100 ---------- lr: 0.005 train loss: 2.2522 val loss: 0.8987 Epoch 34/100 ---------- lr: 0.005 train loss: 2.3557 val loss: 0.8145 Epoch 35/100 ---------- lr: 0.005 train loss: 2.5210 val loss: 1.7805 Epoch 36/100 ---------- lr: 0.005 train loss: 2.4646 val loss: 1.0004 Epoch 37/100 ---------- lr: 0.005 train loss: 2.2166 val loss: 0.8419 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1517 val loss: 0.8122 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1322 val loss: 0.9043 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1131 val loss: 0.8471 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0936 val loss: 0.8194 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1246 val loss: 0.8060 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0646 val loss: 0.7220 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0518 val loss: 0.8565 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0535 val loss: 0.6766 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0320 val loss: 0.6882 Epoch 47/100 ---------- lr: 0.005 train loss: 2.1510 val loss: 0.8552 Epoch 48/100 ---------- lr: 0.005 train loss: 2.1935 val loss: 0.7985 Epoch 49/100 ---------- lr: 0.005 train loss: 2.0554 val loss: 0.7204 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0139 val loss: 0.7417 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0299 val loss: 0.8108 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0376 val loss: 0.6913 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9975 val loss: 0.6963 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9809 val loss: 0.6830 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0103 val loss: 0.7617 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0117 val loss: 0.7445 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0031 val loss: 0.6569 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1630 val loss: 0.7619 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0172 val loss: 0.6522 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9478 val loss: 0.7381 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0199 val loss: 0.7092 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0256 val loss: 0.7569 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9853 val loss: 0.6208 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9350 val loss: 0.7356 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9476 val loss: 0.6206 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9258 val loss: 0.6340 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9610 val loss: 1.1506 Epoch 68/100 ---------- lr: 0.005 train loss: 2.0049 val loss: 0.6172 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9233 val loss: 0.6753 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9963 val loss: 0.6229 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9381 val loss: 0.5829 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9386 val loss: 0.5865 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9617 val loss: 0.6298 Epoch 74/100 ---------- lr: 0.005 train loss: 2.0299 val loss: 0.6744 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9091 val loss: 0.5585 Epoch 76/100 ---------- lr: 0.005 train loss: 1.8893 val loss: 0.6343 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9147 val loss: 0.9623 Epoch 78/100 ---------- lr: 0.005 train loss: 2.0381 val loss: 0.7026 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9431 val loss: 0.5968 Epoch 80/100 ---------- lr: 0.005 train loss: 1.8814 val loss: 0.6190 Epoch 81/100 ---------- lr: 0.005 train loss: 1.8754 val loss: 0.6061 Epoch 82/100 ---------- lr: 0.005 train loss: 1.8694 val loss: 0.6440 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9031 val loss: 0.8938 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1976 val loss: 0.7502 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9079 val loss: 0.5750 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8809 val loss: 0.5928 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8679 val loss: 0.6035 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9156 val loss: 0.5871 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9025 val loss: 0.6300 Epoch 90/100 ---------- lr: 0.005 train loss: 1.8839 val loss: 0.5618 Epoch 91/100 ---------- lr: 0.005 train loss: 1.8701 val loss: 0.6134 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9267 val loss: 0.6011 Epoch 93/100 ---------- lr: 0.005 train loss: 1.8797 val loss: 0.6789 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8670 val loss: 0.5820 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8608 val loss: 0.5573 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1550 val loss: 0.8664 Epoch 97/100 ---------- lr: 0.005 train loss: 2.0314 val loss: 0.5984 Epoch 98/100 ---------- lr: 0.005 train loss: 1.8829 val loss: 0.5824 Epoch 99/100 ---------- lr: 0.005 train loss: 1.8605 val loss: 0.6954 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9821 val loss: 0.6515 Training complete in 7m 7s Best val loss: 0.5573 at epoch 95 Val MSE at best epoch: 0.2359