Epoch 1/100 ---------- lr: 0.01 train loss: 15.5468 val loss: 4.9262 Epoch 2/100 ---------- lr: 0.01 train loss: 5.7260 val loss: 3.5745 Epoch 3/100 ---------- lr: 0.01 train loss: 5.1345 val loss: 3.7535 Epoch 4/100 ---------- lr: 0.01 train loss: 4.5937 val loss: 3.0829 Epoch 5/100 ---------- lr: 0.01 train loss: 4.3486 val loss: 2.7115 Epoch 6/100 ---------- lr: 0.01 train loss: 3.9368 val loss: 2.4436 Epoch 7/100 ---------- lr: 0.01 train loss: 3.8267 val loss: 2.0891 Epoch 8/100 ---------- lr: 0.01 train loss: 3.7829 val loss: 2.4235 Epoch 9/100 ---------- lr: 0.01 train loss: 3.5360 val loss: 1.9562 Epoch 10/100 ---------- lr: 0.01 train loss: 3.3532 val loss: 2.0585 Epoch 11/100 ---------- lr: 0.01 train loss: 3.3056 val loss: 1.7891 Epoch 12/100 ---------- lr: 0.01 train loss: 3.2169 val loss: 1.7478 Epoch 13/100 ---------- lr: 0.01 train loss: 3.1155 val loss: 1.5146 Epoch 14/100 ---------- lr: 0.01 train loss: 3.1970 val loss: 1.8367 Epoch 15/100 ---------- lr: 0.01 train loss: 3.1640 val loss: 1.5017 Epoch 16/100 ---------- lr: 0.01 train loss: 3.0124 val loss: 1.6319 Epoch 17/100 ---------- lr: 0.01 train loss: 3.0900 val loss: 1.5864 Epoch 18/100 ---------- lr: 0.01 train loss: 2.9137 val loss: 1.3688 Epoch 19/100 ---------- lr: 0.01 train loss: 3.0969 val loss: 1.6286 Epoch 20/100 ---------- lr: 0.01 train loss: 2.8813 val loss: 1.3823 Epoch 21/100 ---------- lr: 0.01 train loss: 2.8298 val loss: 1.4008 Epoch 22/100 ---------- lr: 0.01 train loss: 2.7102 val loss: 1.1442 Epoch 23/100 ---------- lr: 0.01 train loss: 2.8784 val loss: 1.5835 Epoch 24/100 ---------- lr: 0.01 train loss: 2.7126 val loss: 1.1828 Epoch 25/100 ---------- lr: 0.01 train loss: 2.9316 val loss: 1.6628 Epoch 26/100 ---------- lr: 0.01 train loss: 3.3588 val loss: 3.0720 Epoch 27/100 ---------- lr: 0.01 train loss: 3.4456 val loss: 1.5829 Epoch 28/100 ---------- lr: 0.01 train loss: 2.9749 val loss: 1.7150 Epoch 29/100 ---------- lr: 0.01 train loss: 2.7658 val loss: 1.2149 Epoch 30/100 ---------- lr: 0.01 train loss: 2.6979 val loss: 1.2358 Epoch 31/100 ---------- lr: 0.01 train loss: 2.5975 val loss: 1.1403 Epoch 32/100 ---------- lr: 0.01 train loss: 2.6954 val loss: 1.4162 Epoch 33/100 ---------- lr: 0.01 train loss: 2.8672 val loss: 1.3738 Epoch 34/100 ---------- lr: 0.01 train loss: 2.6820 val loss: 1.1858 Epoch 35/100 ---------- lr: 0.01 train loss: 2.6745 val loss: 1.4033 Epoch 36/100 ---------- lr: 0.01 train loss: 2.5973 val loss: 1.0657 Epoch 37/100 ---------- lr: 0.01 train loss: 2.4911 val loss: 1.2571 Epoch 38/100 ---------- lr: 0.01 train loss: 2.6258 val loss: 1.0095 Epoch 39/100 ---------- lr: 0.01 train loss: 2.4716 val loss: 1.2282 Epoch 40/100 ---------- lr: 0.01 train loss: 2.4677 val loss: 1.3077 Epoch 41/100 ---------- lr: 0.01 train loss: 2.6196 val loss: 1.2495 Epoch 42/100 ---------- lr: 0.01 train loss: 2.5530 val loss: 1.1488 Epoch 43/100 ---------- lr: 0.01 train loss: 2.4726 val loss: 1.1259 Epoch 44/100 ---------- lr: 0.01 train loss: 2.4959 val loss: 1.0167 Epoch 45/100 ---------- lr: 0.01 train loss: 2.5124 val loss: 1.0416 Epoch 46/100 ---------- lr: 0.01 train loss: 2.8311 val loss: 1.8919 Epoch 47/100 ---------- lr: 0.01 train loss: 2.9079 val loss: 1.1555 Epoch 48/100 ---------- lr: 0.01 train loss: 2.5460 val loss: 1.0212 Epoch 49/100 ---------- lr: 0.01 train loss: 2.6487 val loss: 1.4035 Epoch 50/100 ---------- lr: 0.01 train loss: 2.6833 val loss: 1.0845 Epoch 51/100 ---------- lr: 0.01 train loss: 2.5352 val loss: 1.3524 Epoch 52/100 ---------- lr: 0.01 train loss: 2.6493 val loss: 1.2547 Epoch 53/100 ---------- lr: 0.01 train loss: 2.5233 val loss: 1.6366 Epoch 54/100 ---------- lr: 0.01 train loss: 2.7250 val loss: 1.3171 Epoch 55/100 ---------- lr: 0.01 train loss: 2.6855 val loss: 1.5446 Epoch 56/100 ---------- lr: 0.01 train loss: 2.5812 val loss: 1.2109 Epoch 57/100 ---------- lr: 0.01 train loss: 2.9851 val loss: 1.7631 Epoch 58/100 ---------- lr: 0.01 train loss: 2.7572 val loss: 1.7793 Epoch 59/100 ---------- lr: 0.01 train loss: 2.7617 val loss: 1.4410 Epoch 60/100 ---------- lr: 0.005 train loss: 2.4413 val loss: 1.0793 Epoch 61/100 ---------- lr: 0.005 train loss: 2.3654 val loss: 0.9469 Epoch 62/100 ---------- lr: 0.005 train loss: 2.3252 val loss: 1.0162 Epoch 63/100 ---------- lr: 0.005 train loss: 2.3630 val loss: 0.9770 Epoch 64/100 ---------- lr: 0.005 train loss: 2.3116 val loss: 1.0854 Epoch 65/100 ---------- lr: 0.005 train loss: 2.4145 val loss: 1.1698 Epoch 66/100 ---------- lr: 0.005 train loss: 2.4047 val loss: 1.0152 Epoch 67/100 ---------- lr: 0.005 train loss: 2.3798 val loss: 0.9853 Epoch 68/100 ---------- lr: 0.005 train loss: 2.3474 val loss: 0.9928 Epoch 69/100 ---------- lr: 0.005 train loss: 2.4169 val loss: 0.9869 Epoch 70/100 ---------- lr: 0.005 train loss: 2.3546 val loss: 1.3125 Epoch 71/100 ---------- lr: 0.005 train loss: 2.4559 val loss: 0.9476 Epoch 72/100 ---------- lr: 0.005 train loss: 2.3135 val loss: 0.9144 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2790 val loss: 0.8872 Epoch 74/100 ---------- lr: 0.005 train loss: 2.2431 val loss: 0.8699 Epoch 75/100 ---------- lr: 0.005 train loss: 2.2308 val loss: 0.8414 Epoch 76/100 ---------- lr: 0.005 train loss: 2.2186 val loss: 0.8406 Epoch 77/100 ---------- lr: 0.005 train loss: 2.2399 val loss: 0.9789 Epoch 78/100 ---------- lr: 0.005 train loss: 2.2141 val loss: 0.8177 Epoch 79/100 ---------- lr: 0.005 train loss: 2.1922 val loss: 0.8067 Epoch 80/100 ---------- lr: 0.005 train loss: 2.1863 val loss: 0.8459 Epoch 81/100 ---------- lr: 0.005 train loss: 2.1922 val loss: 0.8496 Epoch 82/100 ---------- lr: 0.005 train loss: 2.2200 val loss: 0.8010 Epoch 83/100 ---------- lr: 0.005 train loss: 2.1744 val loss: 0.8223 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1796 val loss: 0.7840 Epoch 85/100 ---------- lr: 0.005 train loss: 2.1493 val loss: 0.7706 Epoch 86/100 ---------- lr: 0.005 train loss: 2.1679 val loss: 0.7968 Epoch 87/100 ---------- lr: 0.005 train loss: 2.1585 val loss: 0.8057 Epoch 88/100 ---------- lr: 0.005 train loss: 2.2320 val loss: 0.8901 Epoch 89/100 ---------- lr: 0.005 train loss: 2.3883 val loss: 0.8825 Epoch 90/100 ---------- lr: 0.005 train loss: 2.1982 val loss: 0.8143 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1652 val loss: 0.7935 Epoch 92/100 ---------- lr: 0.005 train loss: 2.1458 val loss: 0.7980 Epoch 93/100 ---------- lr: 0.005 train loss: 2.1879 val loss: 0.8519 Epoch 94/100 ---------- lr: 0.005 train loss: 2.1499 val loss: 0.7438 Epoch 95/100 ---------- lr: 0.005 train loss: 2.1659 val loss: 0.7907 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1234 val loss: 0.7926 Epoch 97/100 ---------- lr: 0.005 train loss: 2.1265 val loss: 0.7775 Epoch 98/100 ---------- lr: 0.005 train loss: 2.1134 val loss: 0.7607 Epoch 99/100 ---------- lr: 0.005 train loss: 2.1203 val loss: 0.7677 Epoch 100/100 ---------- lr: 0.005 train loss: 2.2561 val loss: 0.9248 Training complete in 7m 8s Best val loss: 0.7438 at epoch 94 Val MSE at best epoch: 0.2562