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Quartus Merge layers

Javier Duarte requested to merge github/fork/bo3z/quartus-merge-layers into main

Created by: bo3z

A# Description

📝 Merge, Concatenate and Dot layers for the Quartus backend

  • Extend support in io_stream to allow multiple inputs per model
  • Add support for Merge (Add, Subtract, Multiply, Average, Minimum, Maximum) layers in Quartus backend
  • Add support for Dot layers in Quartus backend
  • Add support for Concatenate (1D, 2D and 3D) layers in Quartus backend

Type of change

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

Tests

  • Expanded existing PyTest to include the Quartus backend under pytest/test_merge.py
  • HLS Synnthesis to verify correct synthesis, resource usage and layers.

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 added tests that prove my fix is effective or that my feature works.

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