Epoch 1/100 ---------- lr: 0.01 train loss: 11.9558 val loss: 3.5835 Epoch 2/100 ---------- lr: 0.01 train loss: 5.1862 val loss: 2.5775 Epoch 3/100 ---------- lr: 0.01 train loss: 4.2727 val loss: 2.4189 Epoch 4/100 ---------- lr: 0.01 train loss: 4.6288 val loss: 2.6534 Epoch 5/100 ---------- lr: 0.01 train loss: 3.9999 val loss: 2.2401 Epoch 6/100 ---------- lr: 0.01 train loss: 3.5244 val loss: 1.8674 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3073 val loss: 1.9250 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2110 val loss: 2.0437 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0471 val loss: 1.5877 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9795 val loss: 1.8466 Epoch 11/100 ---------- lr: 0.01 train loss: 3.0194 val loss: 2.4344 Epoch 12/100 ---------- lr: 0.01 train loss: 3.1566 val loss: 1.2900 Epoch 13/100 ---------- lr: 0.01 train loss: 2.8356 val loss: 1.5890 Epoch 14/100 ---------- lr: 0.01 train loss: 2.8661 val loss: 1.4098 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6995 val loss: 1.1879 Epoch 16/100 ---------- lr: 0.01 train loss: 2.5641 val loss: 1.3218 Epoch 17/100 ---------- lr: 0.01 train loss: 2.5631 val loss: 1.0581 Epoch 18/100 ---------- lr: 0.01 train loss: 2.7045 val loss: 1.0824 Epoch 19/100 ---------- lr: 0.01 train loss: 2.8110 val loss: 1.3307 Epoch 20/100 ---------- lr: 0.01 train loss: 2.6063 val loss: 1.1220 Epoch 21/100 ---------- lr: 0.01 train loss: 2.4533 val loss: 0.9815 Epoch 22/100 ---------- lr: 0.01 train loss: 2.3818 val loss: 1.1719 Epoch 23/100 ---------- lr: 0.01 train loss: 2.5424 val loss: 0.9866 Epoch 24/100 ---------- lr: 0.01 train loss: 2.5168 val loss: 1.2064 Epoch 25/100 ---------- lr: 0.01 train loss: 2.4184 val loss: 1.1362 Epoch 26/100 ---------- lr: 0.01 train loss: 2.6504 val loss: 1.3399 Epoch 27/100 ---------- lr: 0.01 train loss: 3.0249 val loss: 1.4788 Epoch 28/100 ---------- lr: 0.01 train loss: 3.2092 val loss: 5.1070 Epoch 29/100 ---------- lr: 0.01 train loss: 7.7206 val loss: 5.4666 Epoch 30/100 ---------- lr: 0.01 train loss: 7.9916 val loss: 6.8960 Epoch 31/100 ---------- lr: 0.01 train loss: 7.3656 val loss: 5.3114 Epoch 32/100 ---------- lr: 0.01 train loss: 6.5081 val loss: 4.6515 Epoch 33/100 ---------- lr: 0.01 train loss: 6.4276 val loss: 4.7679 Epoch 34/100 ---------- lr: 0.01 train loss: 6.0549 val loss: 4.4511 Epoch 35/100 ---------- lr: 0.01 train loss: 5.7132 val loss: 4.0696 Epoch 36/100 ---------- lr: 0.01 train loss: 6.0407 val loss: 4.5137 Epoch 37/100 ---------- lr: 0.01 train loss: 5.7152 val loss: 4.1052 Epoch 38/100 ---------- lr: 0.01 train loss: 5.9944 val loss: 4.7736 Epoch 39/100 ---------- lr: 0.01 train loss: 6.3197 val loss: 5.4302 Epoch 40/100 ---------- lr: 0.01 train loss: 6.7933 val loss: 5.5644 Epoch 41/100 ---------- lr: 0.01 train loss: 6.9798 val loss: 6.0999 Epoch 42/100 ---------- lr: 0.01 train loss: 7.3196 val loss: 6.1339 Epoch 43/100 ---------- lr: 0.005 train loss: 7.0245 val loss: 4.8093 Epoch 44/100 ---------- lr: 0.005 train loss: 6.4801 val loss: 4.5285 Epoch 45/100 ---------- lr: 0.005 train loss: 6.1810 val loss: 4.2817 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0534 val loss: 4.7387 Epoch 47/100 ---------- lr: 0.005 train loss: 6.5875 val loss: 4.7478 Epoch 48/100 ---------- lr: 0.005 train loss: 6.5827 val loss: 5.0132 Epoch 49/100 ---------- lr: 0.005 train loss: 6.3611 val loss: 4.7063 Epoch 50/100 ---------- lr: 0.005 train loss: 6.0430 val loss: 4.5184 Epoch 51/100 ---------- lr: 0.005 train loss: 5.8193 val loss: 4.5130 Epoch 52/100 ---------- lr: 0.005 train loss: 5.9326 val loss: 4.4785 Epoch 53/100 ---------- lr: 0.005 train loss: 5.7418 val loss: 4.7763 Epoch 54/100 ---------- lr: 0.005 train loss: 5.9243 val loss: 4.6833 Epoch 55/100 ---------- lr: 0.005 train loss: 5.9851 val loss: 4.6999 Epoch 56/100 ---------- lr: 0.005 train loss: 6.3109 val loss: 4.8212 Epoch 57/100 ---------- lr: 0.005 train loss: 6.0466 val loss: 4.5482 Epoch 58/100 ---------- lr: 0.005 train loss: 6.0220 val loss: 4.5871 Epoch 59/100 ---------- lr: 0.005 train loss: 6.2070 val loss: 4.8262 Epoch 60/100 ---------- lr: 0.005 train loss: 6.3019 val loss: 4.9595 Epoch 61/100 ---------- lr: 0.005 train loss: 6.3968 val loss: 4.6055 Epoch 62/100 ---------- lr: 0.005 train loss: 6.0142 val loss: 4.5328 Epoch 63/100 ---------- lr: 0.005 train loss: 5.9780 val loss: 4.6136 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.7252 val loss: 4.2948 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.5766 val loss: 4.4216 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.4819 val loss: 4.2432 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.4154 val loss: 4.0307 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.3981 val loss: 4.0363 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.3163 val loss: 4.1141 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.2687 val loss: 3.9460 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.1913 val loss: 3.8790 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.1967 val loss: 3.9155 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.1176 val loss: 3.8598 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.0753 val loss: 3.7542 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.0069 val loss: 3.6119 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.9692 val loss: 3.5664 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.0531 val loss: 3.7758 Epoch 78/100 ---------- lr: 0.0025 train loss: 5.0627 val loss: 3.9523 Epoch 79/100 ---------- lr: 0.0025 train loss: 5.1011 val loss: 3.7097 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.0629 val loss: 3.7871 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.0020 val loss: 3.5982 Epoch 82/100 ---------- lr: 0.0025 train loss: 4.9928 val loss: 3.8187 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.0811 val loss: 3.7994 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.0010 val loss: 3.6055 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.9344 val loss: 3.5821 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.8263 val loss: 3.5153 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.7885 val loss: 3.6363 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.7855 val loss: 3.5133 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.8161 val loss: 3.5780 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.7821 val loss: 3.4847 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.7436 val loss: 3.4883 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.7693 val loss: 3.5202 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.7477 val loss: 3.5088 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.6789 val loss: 3.5066 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.7093 val loss: 3.5683 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.6817 val loss: 3.5766 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.6350 val loss: 3.4929 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.6644 val loss: 3.4713 Epoch 99/100 ---------- lr: 0.00125 train loss: 4.6461 val loss: 3.4290 Epoch 100/100 ---------- lr: 0.00125 train loss: 4.6297 val loss: 3.3781 Training complete in 7m 12s Best val loss: 0.9815 at epoch 21 Val MSE at best epoch: 0.3980