Docs for Pruning, Quantization, and SWA

[edenlightning]

What does this PR do?

Fixes #<issue_number>

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[pep8speaks]

Hello @edenlightning! Thanks for updating this PR.

There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻

Comment last updated at 2021-02-18 13:26:52 UTC

[codecov]

Codecov Report

Merging #6041 (507fa5c) into master (115e58a) will increase coverage by 2%.
The diff coverage is n/a.

@@           Coverage Diff           @@
##           master   #6041    +/-   ##
=======================================
+ Coverage      91%     93%    +2%     
=======================================
  Files         160     160            
  Lines       11407   11407            
=======================================
+ Hits        10408   10626   +218     
+ Misses        999     781   -218     

[tchaton]

LGTM !

[edenlightning]

@Borda please fix carlos comments

[carmocca]

This could be changed to

- inference
    - predict
    - model_compression
        - pruning
        - quantization
     - export
        - jit/torchscript
        - onnx

But probably in a different PR
cc: @edenafek