Add pruning checkpoints for the compress algorithm

[danielkorzekwa]

What does this PR do?

Add pruning checkpoints for the compress algorithm.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 74.37%. Comparing base (194b532) to head (6200962).
⚠️ Report is 2 commits behind head on feature/compress.

Additional details and impacted files

@@                Coverage Diff                @@
##           feature/compress     #607   +/-   ##
=================================================
  Coverage             74.37%   74.37%           
=================================================
  Files                   182      182           
  Lines                 18219    18219           
=================================================
  Hits                  13550    13550           
  Misses                 4669     4669           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

[kevalmorabia97]

Fyi, All this is natively supported in DynamicModule if we implement the DeciLM model as a DynamicModule. That way child_init.py could also be greatly simplified

We just need to set hyperparameter active value to the pruned value and assign a ranking then exporting it will export sorted + pruned module. If ranking order is not assigned, then it will just truncate.

[danielkorzekwa]

will create an issue (once gitlab is up again:)