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Quartus Merge layers #634

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merged 2 commits into from
Aug 15, 2022
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@bo3z bo3z commented Aug 8, 2022

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.

@bo3z bo3z requested review from jmitrevs and vloncar August 8, 2022 13:25
@vloncar vloncar merged commit 6714dd1 into fastmachinelearning:main Aug 15, 2022
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2 participants