Hi,
torch.Storage is the data structure that is underlying a torch.Tensor.
You can see the storage as a 1D array of data in memory, and a tensor as a fancy multidimensional way to see this memory and use it.
If you are using pytorch for neural networks, you should not need to use them directly.