Epoch 1/100 ---------- lr: 0.01 train loss: 12.9386 val loss: 4.3986 Epoch 2/100 ---------- lr: 0.01 train loss: 5.3216 val loss: 3.6896 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9507 val loss: 3.2107 Epoch 4/100 ---------- lr: 0.01 train loss: 3.4286 val loss: 2.6925 Epoch 5/100 ---------- lr: 0.01 train loss: 3.0973 val loss: 2.9372 Epoch 6/100 ---------- lr: 0.01 train loss: 2.9333 val loss: 1.7619 Epoch 7/100 ---------- lr: 0.01 train loss: 2.8151 val loss: 1.9502 Epoch 8/100 ---------- lr: 0.01 train loss: 2.5545 val loss: 2.0995 Epoch 9/100 ---------- lr: 0.01 train loss: 2.8516 val loss: 1.8045 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1928 val loss: 2.0392 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0754 val loss: 1.6805 Epoch 12/100 ---------- lr: 0.01 train loss: 2.0403 val loss: 1.1553 Epoch 13/100 ---------- lr: 0.01 train loss: 2.9903 val loss: 4.0405 Epoch 14/100 ---------- lr: 0.01 train loss: 11.7523 val loss: 8.8010 Epoch 15/100 ---------- lr: 0.01 train loss: 10.0333 val loss: 8.9547 Epoch 16/100 ---------- lr: 0.01 train loss: 9.4475 val loss: 8.3826 Epoch 17/100 ---------- lr: 0.01 train loss: 8.2655 val loss: 6.4312 Epoch 18/100 ---------- lr: 0.01 train loss: 7.7329 val loss: 5.7080 Epoch 19/100 ---------- lr: 0.01 train loss: 7.2150 val loss: 5.9269 Epoch 20/100 ---------- lr: 0.01 train loss: 7.2483 val loss: 5.6956 Epoch 21/100 ---------- lr: 0.01 train loss: 6.2494 val loss: 5.0947 Epoch 22/100 ---------- lr: 0.01 train loss: 5.9367 val loss: 5.3071 Epoch 23/100 ---------- lr: 0.01 train loss: 5.5587 val loss: 4.8830 Epoch 24/100 ---------- lr: 0.01 train loss: 5.6074 val loss: 4.5075 Epoch 25/100 ---------- lr: 0.01 train loss: 5.3631 val loss: 4.1711 Epoch 26/100 ---------- lr: 0.01 train loss: 5.1163 val loss: 3.9812 Epoch 27/100 ---------- lr: 0.01 train loss: 4.7643 val loss: 3.7883 Epoch 28/100 ---------- lr: 0.01 train loss: 4.4903 val loss: 3.3829 Epoch 29/100 ---------- lr: 0.01 train loss: 4.2607 val loss: 3.7163 Epoch 30/100 ---------- lr: 0.01 train loss: 5.0054 val loss: 6.4730 Epoch 31/100 ---------- lr: 0.01 train loss: 6.3598 val loss: 5.0792 Epoch 32/100 ---------- lr: 0.01 train loss: 5.6008 val loss: 4.5228 Epoch 33/100 ---------- lr: 0.01 train loss: 5.1548 val loss: 4.1130 Epoch 34/100 ---------- lr: 0.005 train loss: 4.7184 val loss: 3.7038 Epoch 35/100 ---------- lr: 0.005 train loss: 4.4162 val loss: 3.8260 Epoch 36/100 ---------- lr: 0.005 train loss: 4.9850 val loss: 4.0422 Epoch 37/100 ---------- lr: 0.005 train loss: 4.5803 val loss: 3.4354 Epoch 38/100 ---------- lr: 0.005 train loss: 4.6120 val loss: 3.8337 Epoch 39/100 ---------- lr: 0.005 train loss: 4.9419 val loss: 3.9115 Epoch 40/100 ---------- lr: 0.005 train loss: 4.5673 val loss: 3.6038 Epoch 41/100 ---------- lr: 0.005 train loss: 4.4800 val loss: 4.4265 Epoch 42/100 ---------- lr: 0.005 train loss: 5.3556 val loss: 4.4237 Epoch 43/100 ---------- lr: 0.005 train loss: 4.8132 val loss: 3.8719 Epoch 44/100 ---------- lr: 0.005 train loss: 4.4188 val loss: 3.6009 Epoch 45/100 ---------- lr: 0.005 train loss: 4.2439 val loss: 3.5041 Epoch 46/100 ---------- lr: 0.005 train loss: 4.5735 val loss: 5.9728 Epoch 47/100 ---------- lr: 0.005 train loss: 6.4436 val loss: 5.3744 Epoch 48/100 ---------- lr: 0.005 train loss: 6.3878 val loss: 7.7262 Epoch 49/100 ---------- lr: 0.005 train loss: 10.4039 val loss: 7.8509 Epoch 50/100 ---------- lr: 0.005 train loss: 9.7793 val loss: 9.2447 Epoch 51/100 ---------- lr: 0.005 train loss: 9.3973 val loss: 7.5927 Epoch 52/100 ---------- lr: 0.005 train loss: 8.6000 val loss: 7.5971 Epoch 53/100 ---------- lr: 0.005 train loss: 8.2076 val loss: 7.0071 Epoch 54/100 ---------- lr: 0.005 train loss: 7.6584 val loss: 6.1112 Epoch 55/100 ---------- lr: 0.0025 train loss: 6.9504 val loss: 5.7656 Epoch 56/100 ---------- lr: 0.0025 train loss: 6.6898 val loss: 5.6892 Epoch 57/100 ---------- lr: 0.0025 train loss: 6.4630 val loss: 5.4501 Epoch 58/100 ---------- lr: 0.0025 train loss: 6.3080 val loss: 5.3828 Epoch 59/100 ---------- lr: 0.0025 train loss: 6.2476 val loss: 5.4663 Epoch 60/100 ---------- lr: 0.0025 train loss: 6.0899 val loss: 5.2055 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.8984 val loss: 5.2254 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.8659 val loss: 4.9427 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.7350 val loss: 4.8279 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.7888 val loss: 4.7725 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.6220 val loss: 4.6872 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.5229 val loss: 4.5827 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.3887 val loss: 4.4477 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.2342 val loss: 4.6957 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.3472 val loss: 4.6002 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.1904 val loss: 4.4309 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.0960 val loss: 4.0856 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.9845 val loss: 4.2251 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.9885 val loss: 4.2434 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.8606 val loss: 4.1735 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.7962 val loss: 4.0020 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.6400 val loss: 3.8893 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.5171 val loss: 3.9372 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.5693 val loss: 3.8075 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.4853 val loss: 3.7945 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.5149 val loss: 3.6674 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.4112 val loss: 3.8381 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.4654 val loss: 3.7691 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.5343 val loss: 3.6583 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.4198 val loss: 3.7695 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.4424 val loss: 3.7213 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.4297 val loss: 3.7909 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.3648 val loss: 3.7018 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.4827 val loss: 3.7078 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4180 val loss: 3.7109 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.4951 val loss: 3.8445 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.4112 val loss: 3.8405 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.4290 val loss: 3.9980 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.5788 val loss: 4.1602 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.5642 val loss: 3.9397 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.6156 val loss: 3.9861 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.6227 val loss: 3.9478 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.5178 val loss: 3.8027 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.4737 val loss: 3.7461 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.4290 val loss: 3.7347 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.4075 val loss: 3.7789 Training complete in 11m 28s Best val loss: 1.1553 at epoch 12 Val MSE at best epoch: 0.4072