Epoch 1/100 ---------- lr: 0.001 train loss: 29.2845 val loss: 6.8168 Epoch 2/100 ---------- lr: 0.001 train loss: 6.5229 val loss: 4.8487 Epoch 3/100 ---------- lr: 0.001 train loss: 5.1414 val loss: 4.3069 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4925 val loss: 3.4994 Epoch 5/100 ---------- lr: 0.001 train loss: 4.0247 val loss: 3.1884 Epoch 6/100 ---------- lr: 0.001 train loss: 3.6668 val loss: 2.9367 Epoch 7/100 ---------- lr: 0.001 train loss: 3.3451 val loss: 2.4417 Epoch 8/100 ---------- lr: 0.001 train loss: 2.9343 val loss: 2.1166 Epoch 9/100 ---------- lr: 0.001 train loss: 2.7483 val loss: 2.0292 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9152 val loss: 2.2864 Epoch 11/100 ---------- lr: 0.001 train loss: 2.5810 val loss: 2.0189 Epoch 12/100 ---------- lr: 0.001 train loss: 2.3156 val loss: 1.6011 Epoch 13/100 ---------- lr: 0.001 train loss: 2.2837 val loss: 1.6050 Epoch 14/100 ---------- lr: 0.001 train loss: 2.1011 val loss: 1.9599 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9371 val loss: 1.3320 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8422 val loss: 1.2017 Epoch 17/100 ---------- lr: 0.001 train loss: 1.9900 val loss: 1.5933 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8730 val loss: 1.3283 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7175 val loss: 1.0705 Epoch 20/100 ---------- lr: 0.001 train loss: 1.5507 val loss: 0.9987 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6021 val loss: 0.9889 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5298 val loss: 0.8955 Epoch 23/100 ---------- lr: 0.001 train loss: 1.4475 val loss: 0.8137 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4001 val loss: 1.1294 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4888 val loss: 0.8622 Epoch 26/100 ---------- lr: 0.001 train loss: 1.3351 val loss: 0.7877 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3385 val loss: 0.9131 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5378 val loss: 0.8463 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2901 val loss: 0.7016 Epoch 30/100 ---------- lr: 0.001 train loss: 1.2117 val loss: 0.6687 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1901 val loss: 0.7001 Epoch 32/100 ---------- lr: 0.001 train loss: 1.2131 val loss: 0.6620 Epoch 33/100 ---------- lr: 0.001 train loss: 1.1946 val loss: 0.6117 Epoch 34/100 ---------- lr: 0.001 train loss: 1.1180 val loss: 0.5714 Epoch 35/100 ---------- lr: 0.001 train loss: 1.1130 val loss: 0.6053 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0783 val loss: 0.5567 Epoch 37/100 ---------- lr: 0.001 train loss: 1.0852 val loss: 0.5640 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2743 val loss: 0.6887 Epoch 39/100 ---------- lr: 0.001 train loss: 1.1049 val loss: 0.5599 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0690 val loss: 0.5486 Epoch 41/100 ---------- lr: 0.001 train loss: 1.0139 val loss: 0.4937 Epoch 42/100 ---------- lr: 0.001 train loss: 1.0336 val loss: 0.4773 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9920 val loss: 0.4677 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2198 val loss: 0.5583 Epoch 45/100 ---------- lr: 0.001 train loss: 1.0324 val loss: 0.5176 Epoch 46/100 ---------- lr: 0.001 train loss: 1.0370 val loss: 0.5203 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9680 val loss: 0.4779 Epoch 48/100 ---------- lr: 0.001 train loss: 0.9408 val loss: 0.4349 Epoch 49/100 ---------- lr: 0.001 train loss: 0.9287 val loss: 0.4126 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9312 val loss: 0.4615 Epoch 51/100 ---------- lr: 0.001 train loss: 1.0573 val loss: 0.5143 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9753 val loss: 0.4580 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9017 val loss: 0.4057 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8899 val loss: 0.4021 Epoch 55/100 ---------- lr: 0.001 train loss: 0.9131 val loss: 0.4026 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8834 val loss: 0.4031 Epoch 57/100 ---------- lr: 0.001 train loss: 0.9146 val loss: 0.4124 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8963 val loss: 0.4763 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8746 val loss: 0.3805 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8769 val loss: 0.4137 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8944 val loss: 0.3759 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8677 val loss: 0.4010 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8504 val loss: 0.3789 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8547 val loss: 0.4516 Epoch 65/100 ---------- lr: 0.001 train loss: 0.9137 val loss: 0.3530 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8323 val loss: 0.3597 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8320 val loss: 0.3580 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8781 val loss: 0.4248 Epoch 69/100 ---------- lr: 0.001 train loss: 0.8912 val loss: 0.5053 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8729 val loss: 0.3280 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8016 val loss: 0.3129 Epoch 72/100 ---------- lr: 0.001 train loss: 0.8005 val loss: 0.3201 Epoch 73/100 ---------- lr: 0.001 train loss: 0.8007 val loss: 0.3421 Epoch 74/100 ---------- lr: 0.001 train loss: 0.8191 val loss: 0.3298 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7987 val loss: 0.3193 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8232 val loss: 0.7131 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0780 val loss: 0.4297 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8275 val loss: 0.3181 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7854 val loss: 0.3081 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7795 val loss: 0.3003 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7728 val loss: 0.3136 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7760 val loss: 0.3027 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7800 val loss: 0.3038 Epoch 84/100 ---------- lr: 0.001 train loss: 0.8438 val loss: 0.3772 Epoch 85/100 ---------- lr: 0.001 train loss: 0.8271 val loss: 0.3072 Epoch 86/100 ---------- lr: 0.001 train loss: 0.8629 val loss: 0.3254 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7842 val loss: 0.2914 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7587 val loss: 0.2836 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7488 val loss: 0.2907 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7572 val loss: 0.3024 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7707 val loss: 0.3543 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7669 val loss: 0.2845 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7562 val loss: 0.2970 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7532 val loss: 0.2842 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7615 val loss: 0.3130 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7488 val loss: 0.2857 Epoch 97/100 ---------- lr: 0.001 train loss: 0.7610 val loss: 0.3771 Epoch 98/100 ---------- lr: 0.001 train loss: 0.8973 val loss: 0.5003 Epoch 99/100 ---------- lr: 0.001 train loss: 0.8724 val loss: 0.3119 Epoch 100/100 ---------- lr: 0.001 train loss: 0.7613 val loss: 0.2927 Training complete in 7m 33s Best val loss: 0.2836 at epoch 88 Val MSE at best epoch: 0.1022