Epoch 1/100 ---------- lr: 0.01 train loss: 17.4801 val loss: 5.9142 Epoch 2/100 ---------- lr: 0.01 train loss: 5.3439 val loss: 3.1142 Epoch 3/100 ---------- lr: 0.01 train loss: 4.7746 val loss: 3.0229 Epoch 4/100 ---------- lr: 0.01 train loss: 4.3043 val loss: 3.6425 Epoch 5/100 ---------- lr: 0.01 train loss: 4.1376 val loss: 2.7673 Epoch 6/100 ---------- lr: 0.01 train loss: 3.3702 val loss: 2.4500 Epoch 7/100 ---------- lr: 0.01 train loss: 3.1939 val loss: 1.9655 Epoch 8/100 ---------- lr: 0.01 train loss: 3.1507 val loss: 2.6637 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0082 val loss: 2.4339 Epoch 10/100 ---------- lr: 0.01 train loss: 2.5622 val loss: 1.7977 Epoch 11/100 ---------- lr: 0.01 train loss: 2.6327 val loss: 2.7661 Epoch 12/100 ---------- lr: 0.01 train loss: 3.5003 val loss: 3.0781 Epoch 13/100 ---------- lr: 0.01 train loss: 5.7572 val loss: 5.1722 Epoch 14/100 ---------- lr: 0.01 train loss: 7.0392 val loss: 6.0107 Epoch 15/100 ---------- lr: 0.01 train loss: 7.5015 val loss: 7.0809 Epoch 16/100 ---------- lr: 0.01 train loss: 8.3319 val loss: 8.5368 Epoch 17/100 ---------- lr: 0.01 train loss: 7.8735 val loss: 7.3579 Epoch 18/100 ---------- lr: 0.01 train loss: 7.6592 val loss: 5.3035 Epoch 19/100 ---------- lr: 0.01 train loss: 6.1994 val loss: 5.8826 Epoch 20/100 ---------- lr: 0.01 train loss: 7.2000 val loss: 7.1257 Epoch 21/100 ---------- lr: 0.01 train loss: 9.2558 val loss: 9.5149 Epoch 22/100 ---------- lr: 0.01 train loss: 9.1566 val loss: 6.8928 Epoch 23/100 ---------- lr: 0.01 train loss: 9.8431 val loss: 9.5922 Epoch 24/100 ---------- lr: 0.01 train loss: 9.1488 val loss: 6.5074 Epoch 25/100 ---------- lr: 0.01 train loss: 8.6864 val loss: 8.3646 Epoch 26/100 ---------- lr: 0.01 train loss: 8.4906 val loss: 6.7690 Epoch 27/100 ---------- lr: 0.01 train loss: 9.1543 val loss: 8.1423 Epoch 28/100 ---------- lr: 0.01 train loss: 8.0237 val loss: 6.4310 Epoch 29/100 ---------- lr: 0.01 train loss: 7.4166 val loss: 5.6650 Epoch 30/100 ---------- lr: 0.01 train loss: 7.3414 val loss: 5.6348 Epoch 31/100 ---------- lr: 0.01 train loss: 7.1343 val loss: 5.7079 Epoch 32/100 ---------- lr: 0.005 train loss: 6.0488 val loss: 5.0635 Epoch 33/100 ---------- lr: 0.005 train loss: 5.9349 val loss: 5.0762 Epoch 34/100 ---------- lr: 0.005 train loss: 5.8454 val loss: 5.1827 Epoch 35/100 ---------- lr: 0.005 train loss: 5.6475 val loss: 5.0186 Epoch 36/100 ---------- lr: 0.005 train loss: 5.4880 val loss: 5.0147 Epoch 37/100 ---------- lr: 0.005 train loss: 5.9562 val loss: 5.3703 Epoch 38/100 ---------- lr: 0.005 train loss: 5.8980 val loss: 4.8203 Epoch 39/100 ---------- lr: 0.005 train loss: 5.5404 val loss: 4.7383 Epoch 40/100 ---------- lr: 0.005 train loss: 5.3067 val loss: 4.6115 Epoch 41/100 ---------- lr: 0.005 train loss: 5.0783 val loss: 4.2912 Epoch 42/100 ---------- lr: 0.005 train loss: 4.9773 val loss: 4.2139 Epoch 43/100 ---------- lr: 0.005 train loss: 5.0059 val loss: 4.1270 Epoch 44/100 ---------- lr: 0.005 train loss: 5.2123 val loss: 4.4706 Epoch 45/100 ---------- lr: 0.005 train loss: 5.6546 val loss: 5.1612 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0343 val loss: 5.5253 Epoch 47/100 ---------- lr: 0.005 train loss: 6.4924 val loss: 5.6175 Epoch 48/100 ---------- lr: 0.005 train loss: 6.1281 val loss: 5.0253 Epoch 49/100 ---------- lr: 0.005 train loss: 5.6918 val loss: 4.6932 Epoch 50/100 ---------- lr: 0.005 train loss: 5.4102 val loss: 4.7343 Epoch 51/100 ---------- lr: 0.005 train loss: 5.3348 val loss: 4.5901 Epoch 52/100 ---------- lr: 0.005 train loss: 5.2673 val loss: 4.5304 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.8652 val loss: 4.2695 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.7276 val loss: 4.0287 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.6447 val loss: 4.0170 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.5905 val loss: 3.9764 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.5522 val loss: 3.8923 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.6181 val loss: 3.7480 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.4853 val loss: 3.8510 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.3632 val loss: 3.5407 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.3059 val loss: 3.7113 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.2850 val loss: 3.6341 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.2712 val loss: 3.7333 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.2189 val loss: 3.5381 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.1585 val loss: 3.6317 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.1325 val loss: 3.6942 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.1080 val loss: 3.5821 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.1400 val loss: 4.1370 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.4698 val loss: 3.8246 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.2952 val loss: 4.0071 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.2128 val loss: 3.7284 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.1712 val loss: 3.8385 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.2096 val loss: 3.9040 Epoch 74/100 ---------- lr: 0.00125 train loss: 4.0590 val loss: 3.7027 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.0007 val loss: 3.7619 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.9104 val loss: 3.6251 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.9162 val loss: 3.5494 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.8678 val loss: 3.5205 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.8416 val loss: 3.4113 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.8389 val loss: 3.2466 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.8604 val loss: 3.2564 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.7612 val loss: 3.3597 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.8431 val loss: 3.3508 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.7718 val loss: 3.3574 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.7317 val loss: 3.3842 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.7085 val loss: 3.2587 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6379 val loss: 3.2051 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.6493 val loss: 3.2386 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6874 val loss: 3.2254 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.7113 val loss: 3.3981 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.7033 val loss: 3.2876 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.7221 val loss: 3.2734 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.6314 val loss: 3.0859 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.6329 val loss: 3.0789 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.5347 val loss: 3.0734 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.5051 val loss: 3.0300 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.5247 val loss: 3.0587 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.5071 val loss: 3.0809 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.4540 val loss: 3.0637 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.4412 val loss: 3.0136 Training complete in 24m 6s Best val loss: 1.7977 at epoch 10 Val MSE at best epoch: 0.7462