Epoch 1/100 ---------- lr: 0.001 train loss: 14.2491 val loss: 4.3487 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4421 val loss: 3.4970 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6326 val loss: 3.0418 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1210 val loss: 2.6411 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0107 val loss: 2.2472 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5172 val loss: 1.9459 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3878 val loss: 1.8773 Epoch 8/100 ---------- lr: 0.001 train loss: 2.1226 val loss: 1.4208 Epoch 9/100 ---------- lr: 0.001 train loss: 1.8641 val loss: 1.1560 Epoch 10/100 ---------- lr: 0.001 train loss: 1.6908 val loss: 1.0311 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6033 val loss: 1.1782 Epoch 12/100 ---------- lr: 0.001 train loss: 1.6889 val loss: 1.0582 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6540 val loss: 1.0952 Epoch 14/100 ---------- lr: 0.001 train loss: 1.3575 val loss: 0.7906 Epoch 15/100 ---------- lr: 0.001 train loss: 1.2819 val loss: 0.8309 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4432 val loss: 0.8241 Epoch 17/100 ---------- lr: 0.001 train loss: 1.1203 val loss: 0.6259 Epoch 18/100 ---------- lr: 0.001 train loss: 1.0290 val loss: 0.5768 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2154 val loss: 0.7241 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0879 val loss: 0.6001 Epoch 21/100 ---------- lr: 0.001 train loss: 0.9603 val loss: 0.4840 Epoch 22/100 ---------- lr: 0.001 train loss: 0.9287 val loss: 0.4700 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0276 val loss: 0.5413 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9085 val loss: 0.4675 Epoch 25/100 ---------- lr: 0.001 train loss: 0.8414 val loss: 0.4061 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8126 val loss: 0.4269 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8232 val loss: 0.4546 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0858 val loss: 0.8053 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9012 val loss: 0.4538 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7613 val loss: 0.3424 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7622 val loss: 0.3889 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0785 val loss: 0.4934 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8225 val loss: 0.3692 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7659 val loss: 0.5184 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8265 val loss: 0.3004 Epoch 36/100 ---------- lr: 0.001 train loss: 0.6846 val loss: 0.2848 Epoch 37/100 ---------- lr: 0.001 train loss: 0.6663 val loss: 0.3105 Epoch 38/100 ---------- lr: 0.001 train loss: 0.6930 val loss: 0.3475 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7079 val loss: 0.5027 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9088 val loss: 0.7321 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8264 val loss: 0.3133 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6640 val loss: 0.2804 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6355 val loss: 0.2589 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6265 val loss: 0.2562 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6411 val loss: 0.5333 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8147 val loss: 0.3102 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6461 val loss: 0.2517 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6085 val loss: 0.2282 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6049 val loss: 0.2505 Epoch 50/100 ---------- lr: 0.001 train loss: 0.5985 val loss: 0.2467 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7262 val loss: 0.5231 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1115 val loss: 0.3636 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8155 val loss: 0.2955 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6331 val loss: 0.2653 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6120 val loss: 0.2463 Epoch 56/100 ---------- lr: 0.001 train loss: 0.5947 val loss: 0.2258 Epoch 57/100 ---------- lr: 0.001 train loss: 0.5841 val loss: 0.2309 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5795 val loss: 0.2284 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6874 val loss: 0.2371 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5799 val loss: 0.2054 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5620 val loss: 0.2103 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6025 val loss: 0.2190 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5810 val loss: 0.2018 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5560 val loss: 0.2100 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5507 val loss: 0.2029 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5651 val loss: 0.2208 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5724 val loss: 0.2224 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5755 val loss: 0.2874 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5758 val loss: 0.1927 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5923 val loss: 0.3328 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6399 val loss: 0.2173 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5408 val loss: 0.1864 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5265 val loss: 0.1760 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5233 val loss: 0.1888 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5266 val loss: 0.1770 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5249 val loss: 0.1751 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5232 val loss: 0.2026 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5970 val loss: 0.3878 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5902 val loss: 0.2006 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5126 val loss: 0.1627 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5187 val loss: 0.1760 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6452 val loss: 0.3055 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5472 val loss: 0.1763 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5071 val loss: 0.1566 Epoch 85/100 ---------- lr: 0.001 train loss: 0.4991 val loss: 0.1600 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5059 val loss: 0.1986 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5120 val loss: 0.1613 Epoch 88/100 ---------- lr: 0.001 train loss: 0.4990 val loss: 0.1611 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5075 val loss: 0.1967 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5112 val loss: 0.1814 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6213 val loss: 0.2175 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5034 val loss: 0.1568 Epoch 93/100 ---------- lr: 0.001 train loss: 0.4896 val loss: 0.1540 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4879 val loss: 0.1553 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4907 val loss: 0.1565 Epoch 96/100 ---------- lr: 0.001 train loss: 0.4911 val loss: 0.1659 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4913 val loss: 0.1717 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6331 val loss: 0.2618 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5142 val loss: 0.1549 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4852 val loss: 0.1648 Training complete in 20m 5s Best val loss: 0.1540 at epoch 93 Val MSE at best epoch: 0.0636