Epoch 1/100 ---------- lr: 0.01 train loss: 8.6073 val loss: 3.6374 Epoch 2/100 ---------- lr: 0.01 train loss: 3.9089 val loss: 3.4951 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3597 val loss: 2.6899 Epoch 4/100 ---------- lr: 0.01 train loss: 3.0641 val loss: 1.9573 Epoch 5/100 ---------- lr: 0.01 train loss: 2.7283 val loss: 1.7104 Epoch 6/100 ---------- lr: 0.01 train loss: 2.4181 val loss: 1.5845 Epoch 7/100 ---------- lr: 0.01 train loss: 2.2887 val loss: 1.7452 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4832 val loss: 1.5202 Epoch 9/100 ---------- lr: 0.01 train loss: 2.1410 val loss: 1.4126 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1398 val loss: 1.2237 Epoch 11/100 ---------- lr: 0.01 train loss: 1.8918 val loss: 1.0143 Epoch 12/100 ---------- lr: 0.01 train loss: 1.8149 val loss: 1.2189 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7564 val loss: 1.1160 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7271 val loss: 1.0617 Epoch 15/100 ---------- lr: 0.01 train loss: 1.6823 val loss: 0.9222 Epoch 16/100 ---------- lr: 0.01 train loss: 1.7151 val loss: 1.1514 Epoch 17/100 ---------- lr: 0.01 train loss: 1.7679 val loss: 0.9979 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7639 val loss: 1.4259 Epoch 19/100 ---------- lr: 0.01 train loss: 1.7232 val loss: 1.0651 Epoch 20/100 ---------- lr: 0.01 train loss: 1.7774 val loss: 1.0012 Epoch 21/100 ---------- lr: 0.01 train loss: 1.5339 val loss: 0.7493 Epoch 22/100 ---------- lr: 0.01 train loss: 1.5578 val loss: 0.7395 Epoch 23/100 ---------- lr: 0.01 train loss: 1.3958 val loss: 0.6848 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4391 val loss: 0.7463 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4198 val loss: 0.9039 Epoch 26/100 ---------- lr: 0.01 train loss: 1.9652 val loss: 1.1281 Epoch 27/100 ---------- lr: 0.01 train loss: 1.6484 val loss: 0.8886 Epoch 28/100 ---------- lr: 0.01 train loss: 1.5776 val loss: 0.8768 Epoch 29/100 ---------- lr: 0.01 train loss: 1.3835 val loss: 0.6328 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3408 val loss: 0.6926 Epoch 31/100 ---------- lr: 0.01 train loss: 1.3124 val loss: 0.6033 Epoch 32/100 ---------- lr: 0.01 train loss: 1.6365 val loss: 0.7317 Epoch 33/100 ---------- lr: 0.01 train loss: 1.3667 val loss: 0.6036 Epoch 34/100 ---------- lr: 0.01 train loss: 1.4551 val loss: 1.1524 Epoch 35/100 ---------- lr: 0.01 train loss: 1.5907 val loss: 0.8002 Epoch 36/100 ---------- lr: 0.01 train loss: 1.4336 val loss: 0.7570 Epoch 37/100 ---------- lr: 0.01 train loss: 1.3646 val loss: 0.6177 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2524 val loss: 0.5748 Epoch 39/100 ---------- lr: 0.01 train loss: 1.2853 val loss: 0.6655 Epoch 40/100 ---------- lr: 0.01 train loss: 1.3023 val loss: 0.7353 Epoch 41/100 ---------- lr: 0.01 train loss: 1.2392 val loss: 0.5045 Epoch 42/100 ---------- lr: 0.01 train loss: 1.2958 val loss: 0.7740 Epoch 43/100 ---------- lr: 0.01 train loss: 1.2883 val loss: 0.5243 Epoch 44/100 ---------- lr: 0.01 train loss: 1.2304 val loss: 0.7961 Epoch 45/100 ---------- lr: 0.01 train loss: 1.8255 val loss: 2.7625 Epoch 46/100 ---------- lr: 0.01 train loss: 4.9802 val loss: 6.6291 Epoch 47/100 ---------- lr: 0.01 train loss: 7.6508 val loss: 6.1204 Epoch 48/100 ---------- lr: 0.01 train loss: 6.8335 val loss: 6.2871 Epoch 49/100 ---------- lr: 0.01 train loss: 8.2089 val loss: 7.2760 Epoch 50/100 ---------- lr: 0.01 train loss: 7.5630 val loss: 6.8058 Epoch 51/100 ---------- lr: 0.01 train loss: 7.2301 val loss: 6.7453 Epoch 52/100 ---------- lr: 0.01 train loss: 7.4648 val loss: 6.6431 Epoch 53/100 ---------- lr: 0.01 train loss: 7.2184 val loss: 6.1575 Epoch 54/100 ---------- lr: 0.01 train loss: 7.0538 val loss: 6.5158 Epoch 55/100 ---------- lr: 0.01 train loss: 7.6791 val loss: 5.6524 Epoch 56/100 ---------- lr: 0.01 train loss: 6.6317 val loss: 5.5614 Epoch 57/100 ---------- lr: 0.01 train loss: 6.1792 val loss: 5.0858 Epoch 58/100 ---------- lr: 0.01 train loss: 5.9220 val loss: 4.8410 Epoch 59/100 ---------- lr: 0.01 train loss: 5.8522 val loss: 4.9470 Epoch 60/100 ---------- lr: 0.01 train loss: 5.8939 val loss: 4.7246 Epoch 61/100 ---------- lr: 0.01 train loss: 5.7288 val loss: 4.6478 Epoch 62/100 ---------- lr: 0.01 train loss: 6.0061 val loss: 5.4723 Epoch 63/100 ---------- lr: 0.005 train loss: 6.0407 val loss: 5.0603 Epoch 64/100 ---------- lr: 0.005 train loss: 6.0981 val loss: 5.3511 Epoch 65/100 ---------- lr: 0.005 train loss: 6.2701 val loss: 5.5342 Epoch 66/100 ---------- lr: 0.005 train loss: 7.5559 val loss: 6.5579 Epoch 67/100 ---------- lr: 0.005 train loss: 7.6500 val loss: 6.7790 Epoch 68/100 ---------- lr: 0.005 train loss: 7.3913 val loss: 6.6825 Epoch 69/100 ---------- lr: 0.005 train loss: 7.8666 val loss: 7.3307 Epoch 70/100 ---------- lr: 0.005 train loss: 7.7952 val loss: 6.4753 Epoch 71/100 ---------- lr: 0.005 train loss: 7.3725 val loss: 6.4868 Epoch 72/100 ---------- lr: 0.005 train loss: 7.2187 val loss: 6.5655 Epoch 73/100 ---------- lr: 0.005 train loss: 7.2333 val loss: 6.2768 Epoch 74/100 ---------- lr: 0.005 train loss: 6.9217 val loss: 5.8752 Epoch 75/100 ---------- lr: 0.005 train loss: 6.8365 val loss: 5.8829 Epoch 76/100 ---------- lr: 0.005 train loss: 6.7334 val loss: 5.8779 Epoch 77/100 ---------- lr: 0.005 train loss: 6.6280 val loss: 5.6018 Epoch 78/100 ---------- lr: 0.005 train loss: 6.5731 val loss: 5.6238 Epoch 79/100 ---------- lr: 0.005 train loss: 6.5073 val loss: 5.4431 Epoch 80/100 ---------- lr: 0.005 train loss: 6.9460 val loss: 6.1122 Epoch 81/100 ---------- lr: 0.005 train loss: 6.8593 val loss: 5.7213 Epoch 82/100 ---------- lr: 0.005 train loss: 6.9716 val loss: 6.1668 Epoch 83/100 ---------- lr: 0.005 train loss: 6.9110 val loss: 6.0497 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.6751 val loss: 5.8296 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.6352 val loss: 5.7237 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.4800 val loss: 5.7514 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.5551 val loss: 5.7606 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.4975 val loss: 5.6100 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.5366 val loss: 5.4937 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.6234 val loss: 5.6661 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.5386 val loss: 5.7206 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.5753 val loss: 5.6612 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.5068 val loss: 5.5777 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.4947 val loss: 5.8117 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.5293 val loss: 5.7165 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.4790 val loss: 5.6217 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.4158 val loss: 5.5652 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.4632 val loss: 5.5013 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.4659 val loss: 5.5866 Epoch 100/100 ---------- lr: 0.0025 train loss: 6.4540 val loss: 5.5259 Training complete in 5m 52s Best val loss: 0.5045 at epoch 41 Val MSE at best epoch: 0.2061