Epoch 1/100 ---------- lr: 0.01 train loss: 7.9707 val loss: 3.7042 Epoch 2/100 ---------- lr: 0.01 train loss: 3.9981 val loss: 2.7972 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3193 val loss: 2.2977 Epoch 4/100 ---------- lr: 0.01 train loss: 2.9342 val loss: 2.2641 Epoch 5/100 ---------- lr: 0.01 train loss: 2.6667 val loss: 2.0125 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7174 val loss: 1.7564 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4285 val loss: 1.6211 Epoch 8/100 ---------- lr: 0.01 train loss: 2.1509 val loss: 1.4207 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0036 val loss: 1.2442 Epoch 10/100 ---------- lr: 0.01 train loss: 1.9717 val loss: 1.1929 Epoch 11/100 ---------- lr: 0.01 train loss: 1.8158 val loss: 1.2278 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7528 val loss: 1.4606 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8420 val loss: 0.9947 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6636 val loss: 0.8861 Epoch 15/100 ---------- lr: 0.01 train loss: 1.7867 val loss: 0.9079 Epoch 16/100 ---------- lr: 0.01 train loss: 1.5766 val loss: 0.7888 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5788 val loss: 1.1190 Epoch 18/100 ---------- lr: 0.01 train loss: 1.5784 val loss: 0.8398 Epoch 19/100 ---------- lr: 0.01 train loss: 1.4838 val loss: 0.7465 Epoch 20/100 ---------- lr: 0.01 train loss: 1.4979 val loss: 0.7143 Epoch 21/100 ---------- lr: 0.01 train loss: 1.4914 val loss: 0.7309 Epoch 22/100 ---------- lr: 0.01 train loss: 1.5728 val loss: 0.7743 Epoch 23/100 ---------- lr: 0.01 train loss: 1.5299 val loss: 0.9158 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4855 val loss: 0.6625 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3911 val loss: 0.6080 Epoch 26/100 ---------- lr: 0.01 train loss: 1.3957 val loss: 0.6877 Epoch 27/100 ---------- lr: 0.01 train loss: 1.3421 val loss: 0.6911 Epoch 28/100 ---------- lr: 0.01 train loss: 1.3631 val loss: 0.7943 Epoch 29/100 ---------- lr: 0.01 train loss: 6.2061 val loss: 8.0965 Epoch 30/100 ---------- lr: 0.01 train loss: 6.6818 val loss: 7.6643 Epoch 31/100 ---------- lr: 0.01 train loss: 10.1288 val loss: 9.1741 Epoch 32/100 ---------- lr: 0.01 train loss: 10.9926 val loss: 10.0320 Epoch 33/100 ---------- lr: 0.01 train loss: 9.4766 val loss: 8.2893 Epoch 34/100 ---------- lr: 0.01 train loss: 8.4668 val loss: 8.1051 Epoch 35/100 ---------- lr: 0.01 train loss: 9.0066 val loss: 8.9485 Epoch 36/100 ---------- lr: 0.01 train loss: 9.4826 val loss: 8.2764 Epoch 37/100 ---------- lr: 0.01 train loss: 9.0605 val loss: 8.3936 Epoch 38/100 ---------- lr: 0.01 train loss: 8.6263 val loss: 7.7276 Epoch 39/100 ---------- lr: 0.01 train loss: 8.2796 val loss: 6.9816 Epoch 40/100 ---------- lr: 0.01 train loss: 7.6852 val loss: 6.9938 Epoch 41/100 ---------- lr: 0.01 train loss: 7.7117 val loss: 6.4990 Epoch 42/100 ---------- lr: 0.01 train loss: 7.4146 val loss: 6.5511 Epoch 43/100 ---------- lr: 0.01 train loss: 7.3618 val loss: 6.4840 Epoch 44/100 ---------- lr: 0.01 train loss: 6.9215 val loss: 5.6883 Epoch 45/100 ---------- lr: 0.01 train loss: 6.7556 val loss: 6.0827 Epoch 46/100 ---------- lr: 0.01 train loss: 7.0838 val loss: 7.1612 Epoch 47/100 ---------- lr: 0.005 train loss: 8.2889 val loss: 7.2012 Epoch 48/100 ---------- lr: 0.005 train loss: 7.8781 val loss: 6.8724 Epoch 49/100 ---------- lr: 0.005 train loss: 7.4634 val loss: 6.5387 Epoch 50/100 ---------- lr: 0.005 train loss: 7.2975 val loss: 6.4692 Epoch 51/100 ---------- lr: 0.005 train loss: 7.0254 val loss: 6.1028 Epoch 52/100 ---------- lr: 0.005 train loss: 6.9182 val loss: 5.9594 Epoch 53/100 ---------- lr: 0.005 train loss: 6.8437 val loss: 6.0388 Epoch 54/100 ---------- lr: 0.005 train loss: 6.7675 val loss: 5.9710 Epoch 55/100 ---------- lr: 0.005 train loss: 6.6946 val loss: 5.8661 Epoch 56/100 ---------- lr: 0.005 train loss: 6.7002 val loss: 5.7484 Epoch 57/100 ---------- lr: 0.005 train loss: 6.5693 val loss: 5.7781 Epoch 58/100 ---------- lr: 0.005 train loss: 6.4710 val loss: 5.6045 Epoch 59/100 ---------- lr: 0.005 train loss: 6.4846 val loss: 5.6741 Epoch 60/100 ---------- lr: 0.005 train loss: 6.9128 val loss: 6.3829 Epoch 61/100 ---------- lr: 0.005 train loss: 7.0847 val loss: 6.2340 Epoch 62/100 ---------- lr: 0.005 train loss: 6.8897 val loss: 6.1143 Epoch 63/100 ---------- lr: 0.005 train loss: 7.0400 val loss: 6.4758 Epoch 64/100 ---------- lr: 0.005 train loss: 6.9928 val loss: 6.1558 Epoch 65/100 ---------- lr: 0.005 train loss: 6.9883 val loss: 6.1393 Epoch 66/100 ---------- lr: 0.005 train loss: 6.8717 val loss: 5.7420 Epoch 67/100 ---------- lr: 0.005 train loss: 6.7975 val loss: 5.8421 Epoch 68/100 ---------- lr: 0.0025 train loss: 6.7274 val loss: 5.7955 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.6832 val loss: 5.7921 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.7720 val loss: 5.9755 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.7492 val loss: 5.7386 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.7109 val loss: 5.8171 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.6434 val loss: 5.7919 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.5804 val loss: 5.7045 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.5398 val loss: 5.5660 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.5098 val loss: 5.5934 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.4861 val loss: 5.5237 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.4914 val loss: 5.4649 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.4765 val loss: 5.6125 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.4313 val loss: 5.5501 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.4179 val loss: 5.4729 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.4500 val loss: 5.5033 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4303 val loss: 5.6780 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.5685 val loss: 5.8100 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.5733 val loss: 5.7192 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.4810 val loss: 5.5664 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.4901 val loss: 5.5959 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.4852 val loss: 5.5898 Epoch 89/100 ---------- lr: 0.00125 train loss: 6.4616 val loss: 5.5915 Epoch 90/100 ---------- lr: 0.00125 train loss: 6.4267 val loss: 5.5730 Epoch 91/100 ---------- lr: 0.00125 train loss: 6.4119 val loss: 5.6032 Epoch 92/100 ---------- lr: 0.00125 train loss: 6.3778 val loss: 5.4096 Epoch 93/100 ---------- lr: 0.00125 train loss: 6.3796 val loss: 5.3641 Epoch 94/100 ---------- lr: 0.00125 train loss: 6.3780 val loss: 5.4710 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.3433 val loss: 5.4316 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.2809 val loss: 5.4131 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.2825 val loss: 5.3115 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.2960 val loss: 5.4168 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.2634 val loss: 5.3692 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.2596 val loss: 5.3953 Training complete in 8m 13s Best val loss: 0.6080 at epoch 25 Val MSE at best epoch: 0.2494