What's wrong with the simple demo using fashion-mnist?

Hello guys, I just wanna have a try using pytorch on Fashion-Mnist, here is a demo I test, the NN structure is copied from a solution on Kaggle, but the accuracy is still low, I don’t know why…

The acc is around 10% no matter how many epochs I train , that’s confused, I change the dataset to Mnist, it works well.