Epoch 1/100 ---------- lr: 0.001 train loss: 10.6612 val loss: 4.5439 Epoch 2/100 ---------- lr: 0.001 train loss: 4.2205 val loss: 3.6371 Epoch 3/100 ---------- lr: 0.001 train loss: 3.5855 val loss: 2.5917 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2212 val loss: 2.8639 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7348 val loss: 2.0439 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5680 val loss: 1.7602 Epoch 7/100 ---------- lr: 0.001 train loss: 2.2680 val loss: 1.4906 Epoch 8/100 ---------- lr: 0.001 train loss: 2.0752 val loss: 1.3439 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0461 val loss: 1.4653 Epoch 10/100 ---------- lr: 0.001 train loss: 1.8974 val loss: 1.2439 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7361 val loss: 1.1972 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5470 val loss: 1.4495 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5407 val loss: 0.9776 Epoch 14/100 ---------- lr: 0.001 train loss: 1.3307 val loss: 0.9874 Epoch 15/100 ---------- lr: 0.001 train loss: 1.2888 val loss: 1.0566 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3824 val loss: 0.8700 Epoch 17/100 ---------- lr: 0.001 train loss: 1.1310 val loss: 0.6823 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1561 val loss: 0.9715 Epoch 19/100 ---------- lr: 0.001 train loss: 1.4707 val loss: 0.7712 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0419 val loss: 0.6997 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0822 val loss: 0.6523 Epoch 22/100 ---------- lr: 0.001 train loss: 0.9391 val loss: 0.5815 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9031 val loss: 0.5844 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4853 val loss: 0.7389 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9693 val loss: 0.5131 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8433 val loss: 0.4300 Epoch 27/100 ---------- lr: 0.001 train loss: 0.7984 val loss: 0.4135 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9319 val loss: 0.5013 Epoch 29/100 ---------- lr: 0.001 train loss: 0.7999 val loss: 0.3916 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7800 val loss: 0.3590 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7497 val loss: 0.4427 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7748 val loss: 0.3545 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7644 val loss: 0.5270 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0043 val loss: 0.5333 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7908 val loss: 0.4102 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7372 val loss: 0.3080 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7826 val loss: 0.4154 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9224 val loss: 0.3575 Epoch 39/100 ---------- lr: 0.001 train loss: 0.6792 val loss: 0.2983 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6489 val loss: 0.2811 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6296 val loss: 0.2681 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7182 val loss: 0.7847 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8916 val loss: 0.3261 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6567 val loss: 0.2654 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6085 val loss: 0.2386 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7757 val loss: 0.4901 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6476 val loss: 0.2612 Epoch 48/100 ---------- lr: 0.001 train loss: 0.5961 val loss: 0.2464 Epoch 49/100 ---------- lr: 0.001 train loss: 0.5937 val loss: 0.2564 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6314 val loss: 0.3190 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6116 val loss: 0.2584 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6363 val loss: 0.4333 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0193 val loss: 0.4677 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6725 val loss: 0.2599 Epoch 55/100 ---------- lr: 0.001 train loss: 0.5831 val loss: 0.2338 Epoch 56/100 ---------- lr: 0.001 train loss: 0.5689 val loss: 0.2147 Epoch 57/100 ---------- lr: 0.001 train loss: 0.5627 val loss: 0.2109 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5658 val loss: 0.2906 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6298 val loss: 0.2177 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5526 val loss: 0.2125 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5713 val loss: 0.2265 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5552 val loss: 0.2020 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5704 val loss: 0.2526 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5594 val loss: 0.1972 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7493 val loss: 0.4231 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6202 val loss: 0.1991 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5349 val loss: 0.1809 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5388 val loss: 0.1812 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5355 val loss: 0.2417 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5323 val loss: 0.1940 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5784 val loss: 0.2264 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7185 val loss: 0.2501 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5633 val loss: 0.1846 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5394 val loss: 0.2753 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5876 val loss: 0.2001 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5169 val loss: 0.1707 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5073 val loss: 0.1781 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5100 val loss: 0.1706 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5214 val loss: 0.1616 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5159 val loss: 0.1727 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5439 val loss: 0.8293 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7643 val loss: 0.2173 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5288 val loss: 0.1872 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5028 val loss: 0.1625 Epoch 85/100 ---------- lr: 0.001 train loss: 0.4975 val loss: 0.1589 Epoch 86/100 ---------- lr: 0.001 train loss: 0.4981 val loss: 0.1715 Epoch 87/100 ---------- lr: 0.001 train loss: 0.4969 val loss: 0.1553 Epoch 88/100 ---------- lr: 0.001 train loss: 0.4998 val loss: 0.1676 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5046 val loss: 0.1718 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6029 val loss: 0.5437 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.2187 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5386 val loss: 0.2075 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5006 val loss: 0.1562 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4904 val loss: 0.1561 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4829 val loss: 0.1525 Epoch 96/100 ---------- lr: 0.001 train loss: 0.4856 val loss: 0.1494 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4839 val loss: 0.1580 Epoch 98/100 ---------- lr: 0.001 train loss: 0.4886 val loss: 0.1515 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5354 val loss: 0.1869 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4967 val loss: 0.1721 Training complete in 13m 58s Best val loss: 0.1494 at epoch 96 Val MSE at best epoch: 0.0634