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v0.3.0

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@thesps thesps released this 31 Jul 09:06
d098c54

What's new:

  • API expansion:
    • Create configuration dictionary from model object
    • Run 'C Simulation' from Python with hls_model.predict(X)
    • Trace model layer output with hls_model.trace(X)
    • Write HLS project, run synthesis flow from Python
  • QKeras support: convert models trained using layers and quantizers from QKeras
  • Example models moved to separate repo, added as a submodule with an API to retrieve them
  • New Softmax implementations
  • Minor fixes: weights exported at higher precision, concatenate layer shape corrected