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@thesps thesps released this 03 Apr 11:52
· 1 commit to for-v1.0 since this release

New features:

  • Support for TensorFlow Decision Forests
  • 'Unrolled' Xilinx HLS optimization for much faster C Synthesis time, enabled by default with Unroll configuration parameter (see performance plots on the PR)
  • Synthesis report reading for HLS and VHDL backends: conifer_model.read_report() for models of those backends
  • new_config parameter of conifer.model.load_model to override a saved model's configuration (e.g. to change backend or precision)
  • Simulator discovery for VHDL backend (use whichever is installed)
  • Model metadata saved with model JSON export for provenance tracking - conifer version, model conversion time
  • Documentation webpages at https://ssummers.web.cern.ch/conifer/
  • Significantly overhauled internal representation

Bug fixes:

  • Fix to sklearn converter for newer sklearn versions