Epoch 1/100 ---------- lr: 0.005 train loss: 22.3606 val loss: 6.7739 Epoch 2/100 ---------- lr: 0.005 train loss: 6.0268 val loss: 3.9376 Epoch 3/100 ---------- lr: 0.005 train loss: 4.8917 val loss: 3.4416 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1439 val loss: 2.9399 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6114 val loss: 2.6588 Epoch 6/100 ---------- lr: 0.005 train loss: 3.2757 val loss: 2.4650 Epoch 7/100 ---------- lr: 0.005 train loss: 3.3196 val loss: 2.4866 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2366 val loss: 1.9900 Epoch 9/100 ---------- lr: 0.005 train loss: 2.7838 val loss: 1.5844 Epoch 10/100 ---------- lr: 0.005 train loss: 2.4095 val loss: 1.4630 Epoch 11/100 ---------- lr: 0.005 train loss: 2.2336 val loss: 1.4538 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4208 val loss: 1.5949 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1881 val loss: 1.0502 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9228 val loss: 1.0882 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9753 val loss: 1.4796 Epoch 16/100 ---------- lr: 0.005 train loss: 2.2306 val loss: 1.1346 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8927 val loss: 0.9056 Epoch 18/100 ---------- lr: 0.005 train loss: 1.5390 val loss: 0.9414 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6763 val loss: 1.0114 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5964 val loss: 1.0687 Epoch 21/100 ---------- lr: 0.005 train loss: 1.9561 val loss: 1.1581 Epoch 22/100 ---------- lr: 0.005 train loss: 1.7745 val loss: 0.7751 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4013 val loss: 0.6414 Epoch 24/100 ---------- lr: 0.005 train loss: 1.5480 val loss: 1.5951 Epoch 25/100 ---------- lr: 0.005 train loss: 1.7806 val loss: 0.7632 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4005 val loss: 0.7645 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2849 val loss: 0.5480 Epoch 28/100 ---------- lr: 0.005 train loss: 1.7342 val loss: 0.9151 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3841 val loss: 0.5907 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4151 val loss: 0.6653 Epoch 31/100 ---------- lr: 0.005 train loss: 1.5276 val loss: 0.8545 Epoch 32/100 ---------- lr: 0.005 train loss: 1.8814 val loss: 1.4405 Epoch 33/100 ---------- lr: 0.005 train loss: 1.8551 val loss: 1.6786 Epoch 34/100 ---------- lr: 0.005 train loss: 1.6146 val loss: 0.6364 Epoch 35/100 ---------- lr: 0.005 train loss: 1.3036 val loss: 0.4853 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1993 val loss: 0.5005 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1878 val loss: 0.5494 Epoch 38/100 ---------- lr: 0.005 train loss: 1.3087 val loss: 0.6624 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2152 val loss: 0.4531 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1774 val loss: 0.4622 Epoch 41/100 ---------- lr: 0.005 train loss: 1.5166 val loss: 1.3210 Epoch 42/100 ---------- lr: 0.005 train loss: 5.5299 val loss: 6.8051 Epoch 43/100 ---------- lr: 0.005 train loss: 7.5952 val loss: 6.2889 Epoch 44/100 ---------- lr: 0.005 train loss: 6.9303 val loss: 5.7318 Epoch 45/100 ---------- lr: 0.005 train loss: 6.2828 val loss: 5.4552 Epoch 46/100 ---------- lr: 0.005 train loss: 7.1742 val loss: 5.7422 Epoch 47/100 ---------- lr: 0.005 train loss: 7.2352 val loss: 6.4703 Epoch 48/100 ---------- lr: 0.005 train loss: 6.6555 val loss: 4.9284 Epoch 49/100 ---------- lr: 0.005 train loss: 6.6501 val loss: 5.7418 Epoch 50/100 ---------- lr: 0.005 train loss: 6.2405 val loss: 4.9373 Epoch 51/100 ---------- lr: 0.005 train loss: 5.8228 val loss: 4.8181 Epoch 52/100 ---------- lr: 0.005 train loss: 5.7019 val loss: 4.5628 Epoch 53/100 ---------- lr: 0.005 train loss: 5.4639 val loss: 4.9025 Epoch 54/100 ---------- lr: 0.005 train loss: 5.4600 val loss: 4.8488 Epoch 55/100 ---------- lr: 0.005 train loss: 5.5401 val loss: 5.0094 Epoch 56/100 ---------- lr: 0.005 train loss: 6.2051 val loss: 4.8268 Epoch 57/100 ---------- lr: 0.005 train loss: 5.8139 val loss: 5.0848 Epoch 58/100 ---------- lr: 0.005 train loss: 5.6283 val loss: 4.6282 Epoch 59/100 ---------- lr: 0.005 train loss: 5.1320 val loss: 3.9642 Epoch 60/100 ---------- lr: 0.005 train loss: 5.0799 val loss: 4.2030 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.0324 val loss: 4.1075 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.0670 val loss: 4.2755 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0700 val loss: 3.9417 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.7583 val loss: 3.8995 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.6372 val loss: 3.8073 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.5884 val loss: 3.7547 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.5791 val loss: 3.6669 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.5692 val loss: 4.4536 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.6876 val loss: 3.8687 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4089 val loss: 3.6301 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.2485 val loss: 3.4994 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.2290 val loss: 3.7051 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.3791 val loss: 3.7682 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.1730 val loss: 3.4518 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.1231 val loss: 3.3210 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.9439 val loss: 3.2274 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.0413 val loss: 3.4896 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.2637 val loss: 3.6360 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.2577 val loss: 3.4816 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.0478 val loss: 3.3367 Epoch 81/100 ---------- lr: 0.0025 train loss: 4.0779 val loss: 3.3885 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.8071 val loss: 3.0095 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.6616 val loss: 2.9402 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.5869 val loss: 2.8354 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.5299 val loss: 2.9516 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.5032 val loss: 2.7670 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3752 val loss: 2.7437 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.3614 val loss: 2.8188 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.3452 val loss: 2.7185 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2957 val loss: 2.6563 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.2455 val loss: 2.6926 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.2081 val loss: 2.5646 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.2726 val loss: 2.7537 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.3110 val loss: 2.7062 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.2429 val loss: 2.7179 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.1548 val loss: 2.6782 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.1746 val loss: 2.7084 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.1810 val loss: 2.5918 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.1141 val loss: 2.6702 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.0836 val loss: 2.4379 Training complete in 32m 43s Best val loss: 0.4531 at epoch 39 Val MSE at best epoch: 0.1667