Epoch 1/100 ---------- lr: 0.01 train loss: 13.6791 val loss: 4.0931 Epoch 2/100 ---------- lr: 0.01 train loss: 5.4471 val loss: 3.5421 Epoch 3/100 ---------- lr: 0.01 train loss: 4.9232 val loss: 3.4244 Epoch 4/100 ---------- lr: 0.01 train loss: 4.5737 val loss: 3.1134 Epoch 5/100 ---------- lr: 0.01 train loss: 4.1783 val loss: 2.7221 Epoch 6/100 ---------- lr: 0.01 train loss: 4.0008 val loss: 2.7528 Epoch 7/100 ---------- lr: 0.01 train loss: 3.8039 val loss: 2.1831 Epoch 8/100 ---------- lr: 0.01 train loss: 3.6515 val loss: 2.0337 Epoch 9/100 ---------- lr: 0.01 train loss: 3.8281 val loss: 2.8986 Epoch 10/100 ---------- lr: 0.01 train loss: 3.6409 val loss: 2.2400 Epoch 11/100 ---------- lr: 0.01 train loss: 3.2989 val loss: 1.9065 Epoch 12/100 ---------- lr: 0.01 train loss: 3.5906 val loss: 2.0298 Epoch 13/100 ---------- lr: 0.01 train loss: 3.2429 val loss: 2.1154 Epoch 14/100 ---------- lr: 0.01 train loss: 3.0777 val loss: 1.7881 Epoch 15/100 ---------- lr: 0.01 train loss: 3.1081 val loss: 1.4642 Epoch 16/100 ---------- lr: 0.01 train loss: 3.1642 val loss: 1.7747 Epoch 17/100 ---------- lr: 0.01 train loss: 2.9724 val loss: 1.5089 Epoch 18/100 ---------- lr: 0.01 train loss: 3.7209 val loss: 2.3260 Epoch 19/100 ---------- lr: 0.01 train loss: 3.4388 val loss: 1.6755 Epoch 20/100 ---------- lr: 0.01 train loss: 2.9873 val loss: 1.5586 Epoch 21/100 ---------- lr: 0.01 train loss: 2.9380 val loss: 1.5200 Epoch 22/100 ---------- lr: 0.01 train loss: 2.8945 val loss: 1.5020 Epoch 23/100 ---------- lr: 0.01 train loss: 2.9075 val loss: 1.5884 Epoch 24/100 ---------- lr: 0.01 train loss: 2.9047 val loss: 1.3066 Epoch 25/100 ---------- lr: 0.01 train loss: 2.7058 val loss: 1.2155 Epoch 26/100 ---------- lr: 0.01 train loss: 2.8095 val loss: 1.2608 Epoch 27/100 ---------- lr: 0.01 train loss: 2.6982 val loss: 3.1268 Epoch 28/100 ---------- lr: 0.01 train loss: 3.4489 val loss: 1.5441 Epoch 29/100 ---------- lr: 0.01 train loss: 2.8598 val loss: 1.5017 Epoch 30/100 ---------- lr: 0.01 train loss: 2.7317 val loss: 1.3000 Epoch 31/100 ---------- lr: 0.01 train loss: 2.6276 val loss: 1.2024 Epoch 32/100 ---------- lr: 0.01 train loss: 2.7400 val loss: 1.5578 Epoch 33/100 ---------- lr: 0.01 train loss: 3.5287 val loss: 1.8734 Epoch 34/100 ---------- lr: 0.01 train loss: 3.0171 val loss: 1.4391 Epoch 35/100 ---------- lr: 0.01 train loss: 2.8430 val loss: 1.4196 Epoch 36/100 ---------- lr: 0.01 train loss: 2.6376 val loss: 1.3572 Epoch 37/100 ---------- lr: 0.01 train loss: 2.5623 val loss: 1.3763 Epoch 38/100 ---------- lr: 0.01 train loss: 2.5721 val loss: 1.0571 Epoch 39/100 ---------- lr: 0.01 train loss: 2.5064 val loss: 1.1136 Epoch 40/100 ---------- lr: 0.01 train loss: 2.8477 val loss: 1.8003 Epoch 41/100 ---------- lr: 0.01 train loss: 3.5506 val loss: 2.7285 Epoch 42/100 ---------- lr: 0.01 train loss: 5.6612 val loss: 7.0847 Epoch 43/100 ---------- lr: 0.01 train loss: 7.3781 val loss: 5.5663 Epoch 44/100 ---------- lr: 0.01 train loss: 6.1576 val loss: 4.7846 Epoch 45/100 ---------- lr: 0.01 train loss: 5.7254 val loss: 4.3861 Epoch 46/100 ---------- lr: 0.01 train loss: 5.3636 val loss: 4.3303 Epoch 47/100 ---------- lr: 0.01 train loss: 6.0121 val loss: 4.7123 Epoch 48/100 ---------- lr: 0.01 train loss: 5.6342 val loss: 4.1980 Epoch 49/100 ---------- lr: 0.01 train loss: 5.4233 val loss: 4.1502 Epoch 50/100 ---------- lr: 0.01 train loss: 5.8950 val loss: 4.6855 Epoch 51/100 ---------- lr: 0.01 train loss: 6.0598 val loss: 6.3295 Epoch 52/100 ---------- lr: 0.01 train loss: 7.4100 val loss: 5.7273 Epoch 53/100 ---------- lr: 0.01 train loss: 6.7834 val loss: 5.2403 Epoch 54/100 ---------- lr: 0.01 train loss: 6.5227 val loss: 4.9134 Epoch 55/100 ---------- lr: 0.01 train loss: 6.4293 val loss: 5.3039 Epoch 56/100 ---------- lr: 0.01 train loss: 7.7134 val loss: 8.0899 Epoch 57/100 ---------- lr: 0.01 train loss: 8.9624 val loss: 7.0224 Epoch 58/100 ---------- lr: 0.01 train loss: 8.1992 val loss: 6.7373 Epoch 59/100 ---------- lr: 0.01 train loss: 7.8865 val loss: 6.4697 Epoch 60/100 ---------- lr: 0.005 train loss: 7.7189 val loss: 6.3695 Epoch 61/100 ---------- lr: 0.005 train loss: 7.5913 val loss: 6.1862 Epoch 62/100 ---------- lr: 0.005 train loss: 7.6520 val loss: 6.1786 Epoch 63/100 ---------- lr: 0.005 train loss: 7.4664 val loss: 5.9261 Epoch 64/100 ---------- lr: 0.005 train loss: 7.2833 val loss: 5.8889 Epoch 65/100 ---------- lr: 0.005 train loss: 7.4224 val loss: 5.9457 Epoch 66/100 ---------- lr: 0.005 train loss: 7.3973 val loss: 5.9083 Epoch 67/100 ---------- lr: 0.005 train loss: 7.2434 val loss: 5.6416 Epoch 68/100 ---------- lr: 0.005 train loss: 7.1807 val loss: 5.5929 Epoch 69/100 ---------- lr: 0.005 train loss: 7.1421 val loss: 5.5125 Epoch 70/100 ---------- lr: 0.005 train loss: 7.0753 val loss: 5.6603 Epoch 71/100 ---------- lr: 0.005 train loss: 7.1697 val loss: 6.0115 Epoch 72/100 ---------- lr: 0.005 train loss: 7.4504 val loss: 5.8993 Epoch 73/100 ---------- lr: 0.005 train loss: 7.3157 val loss: 5.8396 Epoch 74/100 ---------- lr: 0.005 train loss: 7.1984 val loss: 5.7119 Epoch 75/100 ---------- lr: 0.005 train loss: 7.1574 val loss: 5.6289 Epoch 76/100 ---------- lr: 0.005 train loss: 7.0576 val loss: 5.6519 Epoch 77/100 ---------- lr: 0.005 train loss: 7.0211 val loss: 5.5250 Epoch 78/100 ---------- lr: 0.005 train loss: 6.9592 val loss: 5.5483 Epoch 79/100 ---------- lr: 0.005 train loss: 6.9054 val loss: 5.3893 Epoch 80/100 ---------- lr: 0.005 train loss: 6.8309 val loss: 5.4397 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.7295 val loss: 5.3408 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.6942 val loss: 5.4483 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.6691 val loss: 5.3607 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.7008 val loss: 5.3506 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.6458 val loss: 5.3282 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.6160 val loss: 5.2075 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.7272 val loss: 5.3594 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.6915 val loss: 5.3698 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.6173 val loss: 5.2721 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.5893 val loss: 5.1738 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.5435 val loss: 5.1790 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.5161 val loss: 5.1904 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.4854 val loss: 5.1338 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.5167 val loss: 5.2206 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.5040 val loss: 5.1552 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.4746 val loss: 5.1698 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.4786 val loss: 5.1452 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.5158 val loss: 5.0159 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.4630 val loss: 5.0921 Epoch 100/100 ---------- lr: 0.0025 train loss: 6.4637 val loss: 5.1319 Training complete in 4m 31s Best val loss: 1.0571 at epoch 38 Val MSE at best epoch: 0.3712