Epoch 1/100 ---------- lr: 0.005 train loss: 9.7718 val loss: 3.5594 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0278 val loss: 2.8810 Epoch 3/100 ---------- lr: 0.005 train loss: 3.4834 val loss: 2.4216 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0070 val loss: 2.2778 Epoch 5/100 ---------- lr: 0.005 train loss: 2.7878 val loss: 2.2494 Epoch 6/100 ---------- lr: 0.005 train loss: 2.5130 val loss: 1.6429 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3870 val loss: 1.2608 Epoch 8/100 ---------- lr: 0.005 train loss: 2.1649 val loss: 1.4895 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1216 val loss: 1.2435 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9413 val loss: 1.2671 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7985 val loss: 1.3806 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7391 val loss: 1.0063 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6995 val loss: 1.2159 Epoch 14/100 ---------- lr: 0.005 train loss: 2.1395 val loss: 0.9904 Epoch 15/100 ---------- lr: 0.005 train loss: 1.6461 val loss: 0.8663 Epoch 16/100 ---------- lr: 0.005 train loss: 1.5527 val loss: 0.8632 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5255 val loss: 0.8406 Epoch 18/100 ---------- lr: 0.005 train loss: 1.5497 val loss: 0.7571 Epoch 19/100 ---------- lr: 0.005 train loss: 2.3088 val loss: 1.1391 Epoch 20/100 ---------- lr: 0.005 train loss: 1.6354 val loss: 1.1984 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5176 val loss: 0.8514 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4707 val loss: 0.7700 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4881 val loss: 0.9082 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3596 val loss: 0.6435 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5390 val loss: 0.7334 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3433 val loss: 0.6060 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3352 val loss: 0.7187 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4959 val loss: 0.6420 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3938 val loss: 0.5979 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2765 val loss: 0.5122 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2405 val loss: 0.5581 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2730 val loss: 0.5347 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2419 val loss: 0.5093 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2253 val loss: 0.5508 Epoch 35/100 ---------- lr: 0.005 train loss: 1.2973 val loss: 0.5779 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2547 val loss: 0.5700 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2147 val loss: 0.4766 Epoch 38/100 ---------- lr: 0.005 train loss: 1.3189 val loss: 0.8370 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2871 val loss: 0.4876 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1295 val loss: 0.5603 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1911 val loss: 0.5176 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2136 val loss: 0.6013 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2484 val loss: 0.6713 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2113 val loss: 0.5127 Epoch 45/100 ---------- lr: 0.005 train loss: 1.3430 val loss: 0.8226 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3140 val loss: 0.5648 Epoch 47/100 ---------- lr: 0.005 train loss: 1.1560 val loss: 0.4568 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1366 val loss: 0.4698 Epoch 49/100 ---------- lr: 0.005 train loss: 1.0909 val loss: 0.4119 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1562 val loss: 0.4961 Epoch 51/100 ---------- lr: 0.005 train loss: 1.2205 val loss: 1.0481 Epoch 52/100 ---------- lr: 0.005 train loss: 1.2925 val loss: 0.4819 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1087 val loss: 0.4646 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0707 val loss: 0.4782 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0897 val loss: 0.4366 Epoch 56/100 ---------- lr: 0.005 train loss: 1.0555 val loss: 0.3954 Epoch 57/100 ---------- lr: 0.005 train loss: 1.0872 val loss: 0.3796 Epoch 58/100 ---------- lr: 0.005 train loss: 1.1029 val loss: 0.3774 Epoch 59/100 ---------- lr: 0.005 train loss: 1.1953 val loss: 0.9828 Epoch 60/100 ---------- lr: 0.005 train loss: 1.3574 val loss: 0.4840 Epoch 61/100 ---------- lr: 0.005 train loss: 1.0897 val loss: 0.4653 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0735 val loss: 0.3830 Epoch 63/100 ---------- lr: 0.005 train loss: 1.0368 val loss: 0.4092 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0485 val loss: 0.3414 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0310 val loss: 0.3621 Epoch 66/100 ---------- lr: 0.005 train loss: 1.0959 val loss: 0.4811 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0921 val loss: 0.3683 Epoch 68/100 ---------- lr: 0.005 train loss: 1.0450 val loss: 0.3287 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0145 val loss: 0.3324 Epoch 70/100 ---------- lr: 0.005 train loss: 1.0187 val loss: 0.3696 Epoch 71/100 ---------- lr: 0.005 train loss: 1.0324 val loss: 0.3896 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0638 val loss: 0.4074 Epoch 73/100 ---------- lr: 0.005 train loss: 1.0434 val loss: 0.3741 Epoch 74/100 ---------- lr: 0.005 train loss: 1.0250 val loss: 0.3314 Epoch 75/100 ---------- lr: 0.005 train loss: 1.1390 val loss: 0.4729 Epoch 76/100 ---------- lr: 0.005 train loss: 1.0846 val loss: 0.3369 Epoch 77/100 ---------- lr: 0.005 train loss: 0.9984 val loss: 0.2979 Epoch 78/100 ---------- lr: 0.005 train loss: 1.1205 val loss: 0.4295 Epoch 79/100 ---------- lr: 0.005 train loss: 1.0443 val loss: 0.3490 Epoch 80/100 ---------- lr: 0.005 train loss: 0.9900 val loss: 0.3031 Epoch 81/100 ---------- lr: 0.005 train loss: 1.0048 val loss: 0.3717 Epoch 82/100 ---------- lr: 0.005 train loss: 1.3389 val loss: 0.6530 Epoch 83/100 ---------- lr: 0.005 train loss: 1.2983 val loss: 0.4818 Epoch 84/100 ---------- lr: 0.005 train loss: 1.1287 val loss: 0.4372 Epoch 85/100 ---------- lr: 0.005 train loss: 1.0536 val loss: 0.3751 Epoch 86/100 ---------- lr: 0.005 train loss: 1.0286 val loss: 0.3790 Epoch 87/100 ---------- lr: 0.005 train loss: 1.0168 val loss: 0.3559 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0173 val loss: 0.3375 Epoch 89/100 ---------- lr: 0.005 train loss: 0.9890 val loss: 0.3259 Epoch 90/100 ---------- lr: 0.005 train loss: 1.0159 val loss: 0.3092 Epoch 91/100 ---------- lr: 0.005 train loss: 1.0456 val loss: 0.3584 Epoch 92/100 ---------- lr: 0.005 train loss: 1.0082 val loss: 0.2972 Epoch 93/100 ---------- lr: 0.005 train loss: 0.9902 val loss: 0.3373 Epoch 94/100 ---------- lr: 0.005 train loss: 1.0157 val loss: 0.3136 Epoch 95/100 ---------- lr: 0.005 train loss: 0.9973 val loss: 0.4771 Epoch 96/100 ---------- lr: 0.005 train loss: 1.0338 val loss: 0.3331 Epoch 97/100 ---------- lr: 0.005 train loss: 1.0034 val loss: 0.3225 Epoch 98/100 ---------- lr: 0.005 train loss: 0.9928 val loss: 0.2875 Epoch 99/100 ---------- lr: 0.005 train loss: 1.0078 val loss: 0.3615 Epoch 100/100 ---------- lr: 0.005 train loss: 0.9845 val loss: 0.2894 Training complete in 5m 46s Best val loss: 0.2875 at epoch 98 Val MSE at best epoch: 0.1165