Epoch 1/100 ---------- lr: 0.01 train loss: 14.4040 val loss: 4.5574 Epoch 2/100 ---------- lr: 0.01 train loss: 5.2484 val loss: 3.6590 Epoch 3/100 ---------- lr: 0.01 train loss: 4.7309 val loss: 2.6532 Epoch 4/100 ---------- lr: 0.01 train loss: 4.1844 val loss: 2.6303 Epoch 5/100 ---------- lr: 0.01 train loss: 3.8273 val loss: 2.1298 Epoch 6/100 ---------- lr: 0.01 train loss: 3.7314 val loss: 2.5349 Epoch 7/100 ---------- lr: 0.01 train loss: 4.0089 val loss: 2.6579 Epoch 8/100 ---------- lr: 0.01 train loss: 3.5945 val loss: 1.6550 Epoch 9/100 ---------- lr: 0.01 train loss: 3.1524 val loss: 1.7158 Epoch 10/100 ---------- lr: 0.01 train loss: 3.3252 val loss: 2.6330 Epoch 11/100 ---------- lr: 0.01 train loss: 3.4193 val loss: 1.5315 Epoch 12/100 ---------- lr: 0.01 train loss: 2.9823 val loss: 1.5696 Epoch 13/100 ---------- lr: 0.01 train loss: 2.9850 val loss: 1.3163 Epoch 14/100 ---------- lr: 0.01 train loss: 2.8944 val loss: 1.3742 Epoch 15/100 ---------- lr: 0.01 train loss: 2.8761 val loss: 1.6630 Epoch 16/100 ---------- lr: 0.01 train loss: 3.5827 val loss: 4.9184 Epoch 17/100 ---------- lr: 0.01 train loss: 6.2061 val loss: 3.8364 Epoch 18/100 ---------- lr: 0.01 train loss: 7.9459 val loss: 5.9415 Epoch 19/100 ---------- lr: 0.01 train loss: 7.5071 val loss: 5.0216 Epoch 20/100 ---------- lr: 0.01 train loss: 6.5341 val loss: 4.4085 Epoch 21/100 ---------- lr: 0.01 train loss: 6.0033 val loss: 4.3036 Epoch 22/100 ---------- lr: 0.01 train loss: 5.9522 val loss: 4.1838 Epoch 23/100 ---------- lr: 0.01 train loss: 5.9551 val loss: 4.1860 Epoch 24/100 ---------- lr: 0.01 train loss: 6.2971 val loss: 4.5123 Epoch 25/100 ---------- lr: 0.01 train loss: 5.8747 val loss: 4.1867 Epoch 26/100 ---------- lr: 0.01 train loss: 5.7706 val loss: 3.8022 Epoch 27/100 ---------- lr: 0.01 train loss: 5.2295 val loss: 3.6238 Epoch 28/100 ---------- lr: 0.01 train loss: 5.0831 val loss: 3.1273 Epoch 29/100 ---------- lr: 0.01 train loss: 4.8431 val loss: 3.2673 Epoch 30/100 ---------- lr: 0.01 train loss: 4.6552 val loss: 3.0979 Epoch 31/100 ---------- lr: 0.01 train loss: 5.1369 val loss: 3.9556 Epoch 32/100 ---------- lr: 0.01 train loss: 6.0082 val loss: 6.7675 Epoch 33/100 ---------- lr: 0.01 train loss: 9.3568 val loss: 8.2090 Epoch 34/100 ---------- lr: 0.01 train loss: 8.9238 val loss: 5.9947 Epoch 35/100 ---------- lr: 0.005 train loss: 7.2979 val loss: 5.5676 Epoch 36/100 ---------- lr: 0.005 train loss: 7.1954 val loss: 5.3412 Epoch 37/100 ---------- lr: 0.005 train loss: 6.8152 val loss: 5.0694 Epoch 38/100 ---------- lr: 0.005 train loss: 6.7393 val loss: 5.4541 Epoch 39/100 ---------- lr: 0.005 train loss: 6.7133 val loss: 5.0193 Epoch 40/100 ---------- lr: 0.005 train loss: 6.4532 val loss: 4.7120 Epoch 41/100 ---------- lr: 0.005 train loss: 6.2427 val loss: 4.6480 Epoch 42/100 ---------- lr: 0.005 train loss: 5.9553 val loss: 4.5781 Epoch 43/100 ---------- lr: 0.005 train loss: 6.2979 val loss: 4.7946 Epoch 44/100 ---------- lr: 0.005 train loss: 6.1735 val loss: 5.0373 Epoch 45/100 ---------- lr: 0.005 train loss: 6.9242 val loss: 5.3880 Epoch 46/100 ---------- lr: 0.005 train loss: 6.6303 val loss: 5.4896 Epoch 47/100 ---------- lr: 0.005 train loss: 6.6340 val loss: 4.8465 Epoch 48/100 ---------- lr: 0.005 train loss: 6.3430 val loss: 4.3058 Epoch 49/100 ---------- lr: 0.005 train loss: 6.3409 val loss: 4.5829 Epoch 50/100 ---------- lr: 0.005 train loss: 6.1388 val loss: 4.2583 Epoch 51/100 ---------- lr: 0.005 train loss: 6.0648 val loss: 4.3448 Epoch 52/100 ---------- lr: 0.005 train loss: 5.8116 val loss: 4.2719 Epoch 53/100 ---------- lr: 0.005 train loss: 5.7278 val loss: 4.4670 Epoch 54/100 ---------- lr: 0.005 train loss: 5.6845 val loss: 4.1860 Epoch 55/100 ---------- lr: 0.005 train loss: 5.5728 val loss: 3.9844 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.4139 val loss: 3.9455 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.3379 val loss: 3.8051 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.2745 val loss: 3.7670 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.2211 val loss: 3.7297 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.1975 val loss: 3.6194 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.1401 val loss: 3.6722 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.1006 val loss: 3.5953 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0320 val loss: 3.5871 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.1451 val loss: 3.7753 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0694 val loss: 3.6689 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9861 val loss: 3.4975 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9668 val loss: 3.5165 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.9782 val loss: 3.8335 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.0499 val loss: 3.9721 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.1193 val loss: 3.7705 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.9995 val loss: 3.9749 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.0428 val loss: 3.8724 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.1594 val loss: 4.0983 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.1154 val loss: 4.1342 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.0559 val loss: 3.8918 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.9783 val loss: 3.8109 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.8944 val loss: 3.6834 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.8319 val loss: 3.6312 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.7895 val loss: 3.6198 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.7588 val loss: 3.5666 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.7470 val loss: 3.5718 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.7729 val loss: 3.5216 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.7212 val loss: 3.4878 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.7443 val loss: 3.4707 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.6748 val loss: 3.4070 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.6882 val loss: 3.3904 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.6238 val loss: 3.4532 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.6412 val loss: 3.3790 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.5935 val loss: 3.3792 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.5547 val loss: 3.2630 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.5688 val loss: 3.3475 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.5436 val loss: 3.3507 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.4982 val loss: 3.2438 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.4916 val loss: 3.2312 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.4637 val loss: 3.3971 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.4706 val loss: 3.2614 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.4842 val loss: 3.4066 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.4499 val loss: 3.2184 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.4146 val loss: 3.2736 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.4255 val loss: 3.2366 Training complete in 12m 33s Best val loss: 1.3163 at epoch 13 Val MSE at best epoch: 0.5598