Epoch 1/100 ---------- lr: 0.01 train loss: 7.2627 val loss: 4.0154 Epoch 2/100 ---------- lr: 0.01 train loss: 3.9720 val loss: 2.6480 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3419 val loss: 2.3927 Epoch 4/100 ---------- lr: 0.01 train loss: 3.0427 val loss: 2.2092 Epoch 5/100 ---------- lr: 0.01 train loss: 2.8349 val loss: 1.7906 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5554 val loss: 1.8339 Epoch 7/100 ---------- lr: 0.01 train loss: 2.3279 val loss: 1.6262 Epoch 8/100 ---------- lr: 0.01 train loss: 2.1620 val loss: 1.4021 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0353 val loss: 1.3250 Epoch 10/100 ---------- lr: 0.01 train loss: 1.9215 val loss: 1.1221 Epoch 11/100 ---------- lr: 0.01 train loss: 1.8807 val loss: 1.3673 Epoch 12/100 ---------- lr: 0.01 train loss: 1.8994 val loss: 0.9999 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7373 val loss: 0.9711 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7201 val loss: 0.8462 Epoch 15/100 ---------- lr: 0.01 train loss: 2.4632 val loss: 1.8690 Epoch 16/100 ---------- lr: 0.01 train loss: 1.9431 val loss: 0.9664 Epoch 17/100 ---------- lr: 0.01 train loss: 1.6350 val loss: 0.8662 Epoch 18/100 ---------- lr: 0.01 train loss: 1.5409 val loss: 0.7861 Epoch 19/100 ---------- lr: 0.01 train loss: 1.4737 val loss: 0.7929 Epoch 20/100 ---------- lr: 0.01 train loss: 1.5323 val loss: 0.9552 Epoch 21/100 ---------- lr: 0.01 train loss: 1.5200 val loss: 0.6659 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4981 val loss: 1.5535 Epoch 23/100 ---------- lr: 0.01 train loss: 1.9453 val loss: 0.9378 Epoch 24/100 ---------- lr: 0.01 train loss: 1.5082 val loss: 0.6573 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3946 val loss: 1.2897 Epoch 26/100 ---------- lr: 0.01 train loss: 1.6135 val loss: 0.7389 Epoch 27/100 ---------- lr: 0.01 train loss: 1.3661 val loss: 0.6091 Epoch 28/100 ---------- lr: 0.01 train loss: 1.3247 val loss: 0.7252 Epoch 29/100 ---------- lr: 0.01 train loss: 1.4873 val loss: 0.6857 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3634 val loss: 0.6962 Epoch 31/100 ---------- lr: 0.01 train loss: 1.3392 val loss: 0.6525 Epoch 32/100 ---------- lr: 0.01 train loss: 1.3038 val loss: 0.7228 Epoch 33/100 ---------- lr: 0.01 train loss: 1.5192 val loss: 1.0113 Epoch 34/100 ---------- lr: 0.01 train loss: 1.6110 val loss: 0.7564 Epoch 35/100 ---------- lr: 0.01 train loss: 1.3133 val loss: 0.5394 Epoch 36/100 ---------- lr: 0.01 train loss: 1.2742 val loss: 0.5329 Epoch 37/100 ---------- lr: 0.01 train loss: 1.2859 val loss: 0.5797 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2416 val loss: 0.5592 Epoch 39/100 ---------- lr: 0.01 train loss: 1.1930 val loss: 0.5479 Epoch 40/100 ---------- lr: 0.01 train loss: 1.4068 val loss: 0.5772 Epoch 41/100 ---------- lr: 0.01 train loss: 1.2412 val loss: 0.6573 Epoch 42/100 ---------- lr: 0.01 train loss: 2.5501 val loss: 3.0279 Epoch 43/100 ---------- lr: 0.01 train loss: 7.3729 val loss: 6.7912 Epoch 44/100 ---------- lr: 0.01 train loss: 7.1880 val loss: 6.2690 Epoch 45/100 ---------- lr: 0.01 train loss: 6.7253 val loss: 6.3210 Epoch 46/100 ---------- lr: 0.01 train loss: 7.1485 val loss: 6.8071 Epoch 47/100 ---------- lr: 0.01 train loss: 7.0811 val loss: 8.3576 Epoch 48/100 ---------- lr: 0.01 train loss: 7.7003 val loss: 7.0276 Epoch 49/100 ---------- lr: 0.01 train loss: 7.1598 val loss: 6.5013 Epoch 50/100 ---------- lr: 0.01 train loss: 6.8693 val loss: 5.9718 Epoch 51/100 ---------- lr: 0.01 train loss: 6.8161 val loss: 6.4548 Epoch 52/100 ---------- lr: 0.01 train loss: 6.7999 val loss: 6.4023 Epoch 53/100 ---------- lr: 0.01 train loss: 7.4572 val loss: 6.8845 Epoch 54/100 ---------- lr: 0.01 train loss: 7.5364 val loss: 6.6044 Epoch 55/100 ---------- lr: 0.01 train loss: 7.5617 val loss: 6.3585 Epoch 56/100 ---------- lr: 0.01 train loss: 6.9922 val loss: 5.8893 Epoch 57/100 ---------- lr: 0.01 train loss: 6.7855 val loss: 6.0350 Epoch 58/100 ---------- lr: 0.005 train loss: 6.2984 val loss: 5.2793 Epoch 59/100 ---------- lr: 0.005 train loss: 6.1338 val loss: 5.2147 Epoch 60/100 ---------- lr: 0.005 train loss: 6.0391 val loss: 5.1408 Epoch 61/100 ---------- lr: 0.005 train loss: 6.0041 val loss: 5.2899 Epoch 62/100 ---------- lr: 0.005 train loss: 6.1282 val loss: 5.4190 Epoch 63/100 ---------- lr: 0.005 train loss: 6.2122 val loss: 5.1693 Epoch 64/100 ---------- lr: 0.005 train loss: 6.3503 val loss: 5.9893 Epoch 65/100 ---------- lr: 0.005 train loss: 6.5138 val loss: 5.5405 Epoch 66/100 ---------- lr: 0.005 train loss: 6.3027 val loss: 5.4972 Epoch 67/100 ---------- lr: 0.005 train loss: 6.1952 val loss: 5.3636 Epoch 68/100 ---------- lr: 0.005 train loss: 6.1262 val loss: 5.2368 Epoch 69/100 ---------- lr: 0.005 train loss: 6.2149 val loss: 5.5418 Epoch 70/100 ---------- lr: 0.005 train loss: 6.3246 val loss: 5.5312 Epoch 71/100 ---------- lr: 0.005 train loss: 6.4120 val loss: 5.3646 Epoch 72/100 ---------- lr: 0.005 train loss: 6.3532 val loss: 5.4268 Epoch 73/100 ---------- lr: 0.005 train loss: 7.2150 val loss: 5.9302 Epoch 74/100 ---------- lr: 0.005 train loss: 7.1105 val loss: 6.2617 Epoch 75/100 ---------- lr: 0.005 train loss: 7.1450 val loss: 6.1261 Epoch 76/100 ---------- lr: 0.005 train loss: 6.9668 val loss: 6.0395 Epoch 77/100 ---------- lr: 0.005 train loss: 6.8423 val loss: 5.4987 Epoch 78/100 ---------- lr: 0.005 train loss: 6.6726 val loss: 5.5499 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.4083 val loss: 5.5262 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.3608 val loss: 5.2887 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.2392 val loss: 5.2755 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.1810 val loss: 5.4254 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.2462 val loss: 5.3310 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.2151 val loss: 5.3009 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.2557 val loss: 5.3513 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.3166 val loss: 5.5678 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.2509 val loss: 5.3833 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.2177 val loss: 5.4779 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.2045 val loss: 5.3347 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.1202 val loss: 5.3695 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.0179 val loss: 5.3071 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.0154 val loss: 5.3217 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.0461 val loss: 5.2575 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.1129 val loss: 5.3360 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.1157 val loss: 5.3285 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.0486 val loss: 5.1756 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.9617 val loss: 5.1852 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.9280 val loss: 5.2087 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.9106 val loss: 5.1661 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.8281 val loss: 5.1275 Training complete in 5m 47s Best val loss: 0.5329 at epoch 36 Val MSE at best epoch: 0.2264