Epoch 1/100 ---------- lr: 0.01 train loss: 13.9285 val loss: 4.6832 Epoch 2/100 ---------- lr: 0.01 train loss: 5.1934 val loss: 5.5849 Epoch 3/100 ---------- lr: 0.01 train loss: 4.6604 val loss: 4.0092 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5751 val loss: 2.4454 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5264 val loss: 2.2886 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0959 val loss: 1.7103 Epoch 7/100 ---------- lr: 0.01 train loss: 2.9221 val loss: 1.9048 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8651 val loss: 1.8270 Epoch 9/100 ---------- lr: 0.01 train loss: 2.4554 val loss: 1.4834 Epoch 10/100 ---------- lr: 0.01 train loss: 2.3329 val loss: 1.8132 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8811 val loss: 1.8321 Epoch 12/100 ---------- lr: 0.01 train loss: 2.2068 val loss: 1.0466 Epoch 13/100 ---------- lr: 0.01 train loss: 2.0355 val loss: 1.1156 Epoch 14/100 ---------- lr: 0.01 train loss: 2.4190 val loss: 1.0477 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0147 val loss: 0.9806 Epoch 16/100 ---------- lr: 0.01 train loss: 1.8192 val loss: 0.8679 Epoch 17/100 ---------- lr: 0.01 train loss: 2.1390 val loss: 2.3991 Epoch 18/100 ---------- lr: 0.01 train loss: 3.7281 val loss: 8.0602 Epoch 19/100 ---------- lr: 0.01 train loss: 8.7007 val loss: 5.6607 Epoch 20/100 ---------- lr: 0.01 train loss: 7.3013 val loss: 6.5953 Epoch 21/100 ---------- lr: 0.01 train loss: 10.0258 val loss: 7.7983 Epoch 22/100 ---------- lr: 0.01 train loss: 8.9536 val loss: 6.8953 Epoch 23/100 ---------- lr: 0.01 train loss: 8.0127 val loss: 8.3820 Epoch 24/100 ---------- lr: 0.01 train loss: 8.7391 val loss: 6.2076 Epoch 25/100 ---------- lr: 0.01 train loss: 7.8914 val loss: 5.9671 Epoch 26/100 ---------- lr: 0.01 train loss: 7.2561 val loss: 5.5683 Epoch 27/100 ---------- lr: 0.01 train loss: 6.6709 val loss: 5.6920 Epoch 28/100 ---------- lr: 0.01 train loss: 6.6334 val loss: 5.5945 Epoch 29/100 ---------- lr: 0.01 train loss: 6.2536 val loss: 4.8371 Epoch 30/100 ---------- lr: 0.01 train loss: 6.1594 val loss: 6.1789 Epoch 31/100 ---------- lr: 0.01 train loss: 6.1742 val loss: 5.5509 Epoch 32/100 ---------- lr: 0.01 train loss: 6.3646 val loss: 4.8519 Epoch 33/100 ---------- lr: 0.01 train loss: 5.8006 val loss: 4.6303 Epoch 34/100 ---------- lr: 0.01 train loss: 6.0478 val loss: 5.5686 Epoch 35/100 ---------- lr: 0.01 train loss: 6.0596 val loss: 4.9786 Epoch 36/100 ---------- lr: 0.01 train loss: 7.1558 val loss: 7.7584 Epoch 37/100 ---------- lr: 0.01 train loss: 9.4671 val loss: 7.3092 Epoch 38/100 ---------- lr: 0.005 train loss: 7.5880 val loss: 5.8656 Epoch 39/100 ---------- lr: 0.005 train loss: 6.9120 val loss: 5.4925 Epoch 40/100 ---------- lr: 0.005 train loss: 6.4123 val loss: 5.1476 Epoch 41/100 ---------- lr: 0.005 train loss: 6.2885 val loss: 4.8996 Epoch 42/100 ---------- lr: 0.005 train loss: 5.9541 val loss: 5.2529 Epoch 43/100 ---------- lr: 0.005 train loss: 6.0718 val loss: 5.0167 Epoch 44/100 ---------- lr: 0.005 train loss: 5.9263 val loss: 4.8162 Epoch 45/100 ---------- lr: 0.005 train loss: 5.6175 val loss: 5.0164 Epoch 46/100 ---------- lr: 0.005 train loss: 5.6733 val loss: 4.5280 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5027 val loss: 4.6928 Epoch 48/100 ---------- lr: 0.005 train loss: 5.3025 val loss: 4.1884 Epoch 49/100 ---------- lr: 0.005 train loss: 5.1023 val loss: 4.2434 Epoch 50/100 ---------- lr: 0.005 train loss: 5.0590 val loss: 4.1001 Epoch 51/100 ---------- lr: 0.005 train loss: 5.1867 val loss: 4.5732 Epoch 52/100 ---------- lr: 0.005 train loss: 5.1959 val loss: 4.3113 Epoch 53/100 ---------- lr: 0.005 train loss: 4.9456 val loss: 4.1877 Epoch 54/100 ---------- lr: 0.005 train loss: 5.1769 val loss: 4.3361 Epoch 55/100 ---------- lr: 0.005 train loss: 5.4689 val loss: 4.9496 Epoch 56/100 ---------- lr: 0.005 train loss: 6.0573 val loss: 4.9832 Epoch 57/100 ---------- lr: 0.005 train loss: 5.6128 val loss: 5.2798 Epoch 58/100 ---------- lr: 0.005 train loss: 6.3588 val loss: 5.1552 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.7864 val loss: 5.0370 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.6370 val loss: 4.7404 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.4028 val loss: 4.4941 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.3381 val loss: 4.5380 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.2741 val loss: 4.5206 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.1377 val loss: 4.3054 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0003 val loss: 4.2823 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9877 val loss: 4.1706 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9565 val loss: 4.3487 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8793 val loss: 4.1391 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.8775 val loss: 4.5464 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.1809 val loss: 4.5715 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.1640 val loss: 4.7456 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.0462 val loss: 4.2690 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.0475 val loss: 4.2995 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.8800 val loss: 4.1654 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.7622 val loss: 3.9872 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.6840 val loss: 4.1309 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.9244 val loss: 4.4284 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.8454 val loss: 4.3939 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.7406 val loss: 4.3759 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.6188 val loss: 4.1830 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.5255 val loss: 4.1145 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.5229 val loss: 4.1164 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.4597 val loss: 4.0010 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.4232 val loss: 4.0377 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.4096 val loss: 3.9613 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.3040 val loss: 3.9173 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.2717 val loss: 3.9063 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.2720 val loss: 3.8007 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.2491 val loss: 3.8808 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.1894 val loss: 3.9038 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.2182 val loss: 3.5392 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.2162 val loss: 3.4872 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.1866 val loss: 3.6268 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.1365 val loss: 3.6053 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.1046 val loss: 3.5119 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.1216 val loss: 3.4586 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.0879 val loss: 3.4648 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.1188 val loss: 3.4730 Epoch 99/100 ---------- lr: 0.00125 train loss: 4.0647 val loss: 3.6118 Epoch 100/100 ---------- lr: 0.00125 train loss: 4.0450 val loss: 3.5279 Training complete in 13m 10s Best val loss: 0.8679 at epoch 16 Val MSE at best epoch: 0.3160