Epoch 1/100 ---------- lr: 0.005 train loss: 26.6244 val loss: 4.9269 Epoch 2/100 ---------- lr: 0.005 train loss: 6.6637 val loss: 4.9234 Epoch 3/100 ---------- lr: 0.005 train loss: 6.0787 val loss: 3.4417 Epoch 4/100 ---------- lr: 0.005 train loss: 5.0841 val loss: 3.1527 Epoch 5/100 ---------- lr: 0.005 train loss: 4.7426 val loss: 2.7980 Epoch 6/100 ---------- lr: 0.005 train loss: 4.2751 val loss: 2.3675 Epoch 7/100 ---------- lr: 0.005 train loss: 4.0609 val loss: 2.5826 Epoch 8/100 ---------- lr: 0.005 train loss: 4.3998 val loss: 2.4211 Epoch 9/100 ---------- lr: 0.005 train loss: 3.8553 val loss: 1.9440 Epoch 10/100 ---------- lr: 0.005 train loss: 3.5103 val loss: 1.6666 Epoch 11/100 ---------- lr: 0.005 train loss: 3.4140 val loss: 1.6918 Epoch 12/100 ---------- lr: 0.005 train loss: 3.2942 val loss: 1.5652 Epoch 13/100 ---------- lr: 0.005 train loss: 3.2842 val loss: 1.9292 Epoch 14/100 ---------- lr: 0.005 train loss: 3.2546 val loss: 1.4273 Epoch 15/100 ---------- lr: 0.005 train loss: 3.0604 val loss: 1.4815 Epoch 16/100 ---------- lr: 0.005 train loss: 3.1659 val loss: 1.3939 Epoch 17/100 ---------- lr: 0.005 train loss: 2.9095 val loss: 1.1686 Epoch 18/100 ---------- lr: 0.005 train loss: 2.9875 val loss: 1.8675 Epoch 19/100 ---------- lr: 0.005 train loss: 2.9931 val loss: 1.1324 Epoch 20/100 ---------- lr: 0.005 train loss: 2.7071 val loss: 1.0911 Epoch 21/100 ---------- lr: 0.005 train loss: 2.6739 val loss: 1.0786 Epoch 22/100 ---------- lr: 0.005 train loss: 2.6099 val loss: 1.0816 Epoch 23/100 ---------- lr: 0.005 train loss: 2.8083 val loss: 1.4692 Epoch 24/100 ---------- lr: 0.005 train loss: 3.0041 val loss: 1.1958 Epoch 25/100 ---------- lr: 0.005 train loss: 2.6556 val loss: 1.0726 Epoch 26/100 ---------- lr: 0.005 train loss: 2.5663 val loss: 1.0575 Epoch 27/100 ---------- lr: 0.005 train loss: 2.5540 val loss: 1.2737 Epoch 28/100 ---------- lr: 0.005 train loss: 2.7223 val loss: 1.3876 Epoch 29/100 ---------- lr: 0.005 train loss: 2.5080 val loss: 0.9296 Epoch 30/100 ---------- lr: 0.005 train loss: 2.8864 val loss: 1.2812 Epoch 31/100 ---------- lr: 0.005 train loss: 2.6713 val loss: 1.3182 Epoch 32/100 ---------- lr: 0.005 train loss: 2.6139 val loss: 0.8992 Epoch 33/100 ---------- lr: 0.005 train loss: 2.3876 val loss: 0.8235 Epoch 34/100 ---------- lr: 0.005 train loss: 2.4482 val loss: 0.9535 Epoch 35/100 ---------- lr: 0.005 train loss: 2.3933 val loss: 0.8233 Epoch 36/100 ---------- lr: 0.005 train loss: 2.3524 val loss: 0.7696 Epoch 37/100 ---------- lr: 0.005 train loss: 2.4793 val loss: 1.0160 Epoch 38/100 ---------- lr: 0.005 train loss: 2.4886 val loss: 0.9419 Epoch 39/100 ---------- lr: 0.005 train loss: 2.4219 val loss: 0.7532 Epoch 40/100 ---------- lr: 0.005 train loss: 2.2662 val loss: 0.7570 Epoch 41/100 ---------- lr: 0.005 train loss: 2.5347 val loss: 1.2682 Epoch 42/100 ---------- lr: 0.005 train loss: 2.6484 val loss: 0.8886 Epoch 43/100 ---------- lr: 0.005 train loss: 2.3197 val loss: 0.7991 Epoch 44/100 ---------- lr: 0.005 train loss: 2.2530 val loss: 0.8218 Epoch 45/100 ---------- lr: 0.005 train loss: 2.3127 val loss: 0.7185 Epoch 46/100 ---------- lr: 0.005 train loss: 2.2281 val loss: 0.7316 Epoch 47/100 ---------- lr: 0.005 train loss: 2.3817 val loss: 0.7334 Epoch 48/100 ---------- lr: 0.005 train loss: 2.2332 val loss: 0.7807 Epoch 49/100 ---------- lr: 0.005 train loss: 2.4742 val loss: 0.8370 Epoch 50/100 ---------- lr: 0.005 train loss: 2.2467 val loss: 0.6942 Epoch 51/100 ---------- lr: 0.005 train loss: 2.2121 val loss: 1.1136 Epoch 52/100 ---------- lr: 0.005 train loss: 2.6589 val loss: 1.2209 Epoch 53/100 ---------- lr: 0.005 train loss: 2.6590 val loss: 1.4032 Epoch 54/100 ---------- lr: 0.005 train loss: 2.6607 val loss: 0.9353 Epoch 55/100 ---------- lr: 0.005 train loss: 2.3244 val loss: 0.7370 Epoch 56/100 ---------- lr: 0.005 train loss: 2.2754 val loss: 0.6756 Epoch 57/100 ---------- lr: 0.005 train loss: 2.2042 val loss: 0.6943 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1655 val loss: 0.6632 Epoch 59/100 ---------- lr: 0.005 train loss: 2.1699 val loss: 0.6539 Epoch 60/100 ---------- lr: 0.005 train loss: 2.2473 val loss: 0.8476 Epoch 61/100 ---------- lr: 0.005 train loss: 2.2805 val loss: 0.6732 Epoch 62/100 ---------- lr: 0.005 train loss: 2.1426 val loss: 0.6358 Epoch 63/100 ---------- lr: 0.005 train loss: 2.2446 val loss: 1.2149 Epoch 64/100 ---------- lr: 0.005 train loss: 2.6367 val loss: 0.7567 Epoch 65/100 ---------- lr: 0.005 train loss: 2.2076 val loss: 0.6217 Epoch 66/100 ---------- lr: 0.005 train loss: 2.1282 val loss: 0.6506 Epoch 67/100 ---------- lr: 0.005 train loss: 2.1680 val loss: 0.8974 Epoch 68/100 ---------- lr: 0.005 train loss: 2.2562 val loss: 0.6936 Epoch 69/100 ---------- lr: 0.005 train loss: 2.2886 val loss: 0.7207 Epoch 70/100 ---------- lr: 0.005 train loss: 2.5819 val loss: 0.9691 Epoch 71/100 ---------- lr: 0.005 train loss: 2.3702 val loss: 0.7632 Epoch 72/100 ---------- lr: 0.005 train loss: 2.1787 val loss: 0.6363 Epoch 73/100 ---------- lr: 0.005 train loss: 2.1246 val loss: 0.6206 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1262 val loss: 0.6636 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1290 val loss: 0.6398 Epoch 76/100 ---------- lr: 0.005 train loss: 2.1255 val loss: 0.7276 Epoch 77/100 ---------- lr: 0.005 train loss: 2.4871 val loss: 1.0955 Epoch 78/100 ---------- lr: 0.005 train loss: 2.2435 val loss: 0.6373 Epoch 79/100 ---------- lr: 0.005 train loss: 2.1018 val loss: 0.6371 Epoch 80/100 ---------- lr: 0.005 train loss: 2.1008 val loss: 0.6221 Epoch 81/100 ---------- lr: 0.005 train loss: 2.1464 val loss: 0.8142 Epoch 82/100 ---------- lr: 0.005 train loss: 2.2184 val loss: 0.9554 Epoch 83/100 ---------- lr: 0.005 train loss: 2.4289 val loss: 0.7503 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1493 val loss: 0.6846 Epoch 85/100 ---------- lr: 0.005 train loss: 2.1689 val loss: 0.6704 Epoch 86/100 ---------- lr: 0.005 train loss: 2.1380 val loss: 0.6756 Epoch 87/100 ---------- lr: 0.005 train loss: 2.1550 val loss: 0.7375 Epoch 88/100 ---------- lr: 0.005 train loss: 2.6990 val loss: 1.3640 Epoch 89/100 ---------- lr: 0.005 train loss: 2.4859 val loss: 0.8373 Epoch 90/100 ---------- lr: 0.005 train loss: 2.2378 val loss: 0.6874 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1204 val loss: 0.6613 Epoch 92/100 ---------- lr: 0.005 train loss: 2.1490 val loss: 0.6327 Epoch 93/100 ---------- lr: 0.005 train loss: 2.1077 val loss: 0.7584 Epoch 94/100 ---------- lr: 0.005 train loss: 2.2144 val loss: 0.7553 Epoch 95/100 ---------- lr: 0.0025 train loss: 2.0864 val loss: 0.6094 Epoch 96/100 ---------- lr: 0.0025 train loss: 2.0377 val loss: 0.5554 Epoch 97/100 ---------- lr: 0.0025 train loss: 2.0325 val loss: 0.5711 Epoch 98/100 ---------- lr: 0.0025 train loss: 2.0214 val loss: 0.5799 Epoch 99/100 ---------- lr: 0.0025 train loss: 2.0220 val loss: 0.6289 Epoch 100/100 ---------- lr: 0.0025 train loss: 2.0099 val loss: 0.5431 Training complete in 12m 40s Best val loss: 0.5431 at epoch 100 Val MSE at best epoch: 0.1901