Hint $1$: note that Pytorch already contains various datasets for you to use, so there is no need to manually download

from the Internet. Specifically,

torchvision.datasets.FashionMNIST$()$

can be used to retrieve and return a Dataset object torchvision.datasets.FashionMNIST which is a wrapper that contains image inputs $($as $2$D arrays$)$ and labels $($T$-$shirt$/$top$,$ Trouser$,$Pullover$,$Dress$,$Coat$,$Sandal$,,$Shirt$,$Sneaker$,$

$$Bag$,$ Ankle Boot$)$: