Epoch 1/100 ---------- lr: 0.001 train loss: 14.6924 val loss: 4.0400 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4402 val loss: 3.3424 Epoch 3/100 ---------- lr: 0.001 train loss: 3.8804 val loss: 4.2646 Epoch 4/100 ---------- lr: 0.001 train loss: 3.6183 val loss: 2.4403 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9521 val loss: 2.4014 Epoch 6/100 ---------- lr: 0.001 train loss: 2.7886 val loss: 1.9960 Epoch 7/100 ---------- lr: 0.001 train loss: 2.5352 val loss: 1.8604 Epoch 8/100 ---------- lr: 0.001 train loss: 2.3229 val loss: 1.5582 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1780 val loss: 1.3860 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1777 val loss: 1.5630 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9300 val loss: 1.2457 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8114 val loss: 1.2943 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7761 val loss: 1.0389 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6814 val loss: 1.1795 Epoch 15/100 ---------- lr: 0.001 train loss: 2.1584 val loss: 1.1926 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5827 val loss: 0.8759 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4591 val loss: 0.7422 Epoch 18/100 ---------- lr: 0.001 train loss: 1.6185 val loss: 0.9944 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3714 val loss: 0.6702 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2667 val loss: 0.6941 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1961 val loss: 0.6632 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4475 val loss: 0.7701 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1943 val loss: 0.8004 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5424 val loss: 0.7105 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1494 val loss: 0.5340 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0793 val loss: 0.5320 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1235 val loss: 0.7420 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0759 val loss: 0.4977 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0639 val loss: 0.5173 Epoch 30/100 ---------- lr: 0.001 train loss: 1.2067 val loss: 0.4840 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9643 val loss: 0.4270 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3220 val loss: 0.9394 Epoch 33/100 ---------- lr: 0.001 train loss: 1.2055 val loss: 0.5081 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9550 val loss: 0.4138 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9116 val loss: 0.6493 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0437 val loss: 0.4065 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8819 val loss: 0.4118 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8834 val loss: 0.3467 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8899 val loss: 0.3618 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9103 val loss: 0.6341 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3082 val loss: 0.4180 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9173 val loss: 0.3718 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8290 val loss: 0.3066 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8042 val loss: 0.4091 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8116 val loss: 0.2827 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7824 val loss: 0.3175 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9138 val loss: 0.3071 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7943 val loss: 0.3162 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8059 val loss: 0.3207 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9226 val loss: 0.5254 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8242 val loss: 0.2907 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8034 val loss: 0.2731 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7428 val loss: 0.2482 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7372 val loss: 0.2585 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8217 val loss: 0.5788 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9014 val loss: 0.4006 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0590 val loss: 0.3694 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8642 val loss: 0.2961 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7528 val loss: 0.2425 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7217 val loss: 0.2380 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7166 val loss: 0.2214 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7226 val loss: 0.2371 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7120 val loss: 0.2190 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7153 val loss: 0.2441 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7475 val loss: 0.3582 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8213 val loss: 0.2748 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7113 val loss: 0.2106 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6876 val loss: 0.2120 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6914 val loss: 0.2235 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8116 val loss: 0.7872 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0717 val loss: 0.3082 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7685 val loss: 0.2376 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6966 val loss: 0.2088 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6842 val loss: 0.2031 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6792 val loss: 0.1871 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6657 val loss: 0.2021 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6742 val loss: 0.1871 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6723 val loss: 0.1890 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6922 val loss: 0.1886 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6701 val loss: 0.1958 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6712 val loss: 0.2019 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9381 val loss: 0.3646 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7361 val loss: 0.2073 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6649 val loss: 0.1903 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6532 val loss: 0.1850 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6526 val loss: 0.1780 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6480 val loss: 0.1667 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6537 val loss: 0.1832 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6536 val loss: 0.2147 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6651 val loss: 0.2177 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6622 val loss: 0.1832 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6568 val loss: 0.1829 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6536 val loss: 0.1738 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6579 val loss: 0.4625 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7686 val loss: 0.1862 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6491 val loss: 0.1659 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6304 val loss: 0.1694 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7468 val loss: 0.3091 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6602 val loss: 0.1686 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6381 val loss: 0.1661 Training complete in 32m 44s Best val loss: 0.1659 at epoch 96 Val MSE at best epoch: 0.0703