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Rebased version the PR to add support for ConvTranspose layers

Javier Duarte requested to merge conv_tr_rebase into main

Created by: jmitrevs

Description

This is a rebased version of #644. Please look there for details, but in summary it adds support for both io_stream and io_parallel compilation of Conv1DTranspose and Conv2DTranspose.

Type of change

  • New feature (non-breaking change which adds functionality)

Tests

Still a to-do.

Checklist

  • I have read the guidelines for contributing.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have made corresponding changes to the documentation.
  • My changes generate no new warnings.
  • I have installed and run pre-commit on the files I edited or added.
  • I have added tests that prove my fix is effective or that my feature works.

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