MaxPool1D

[nathanielsimard]

Feature description

Add MaxPool1D layers.

[caiopiccirillo]

I'd love to contribute to this project, is this issue already in progress or can I give it a try?

[antimora]

@caiopiccirillo Please go ahead! We have already implemented MaxPool2d. You should probably use it underneath just like Conv1d uses Conv2d but the data is reshaped and the kernel size, among other conf remade to operate on 1d.

@nathanielsimard please confirm this, I am not 100% sure. (Note he's on discord as well, you can chat directly if you have questions).

[antimora]

@caiopiccirillo I have assigned it to you.

[nathanielsimard]

@caiopiccirillo I don't think anybody is on this. You can look into how avg_pool1d is done, it provide a default implementation so not all backends require to implement the function, but it gives to option to override the default implementation (using the 2d kernel) to improve performance.

Like @antimora mentionned, don't hesite to poke us on Discord if you need help. Good luck!

[antimora]

Completed per #602