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Published January 18, 2021 | Version v0.5.0-beta
Software Open

hls-fpga-machine-learning/hls4ml v0.5.0-beta

  • 1. Fermi National Accelerator Laboratory
  • 2. UC San Diego
  • 3. CERN
  • 4. University of Tokyo
  • 5. University of Illinois at Chicago

Description

Pre-release of hls4ml version v0.5.0.

What's new:

  • Streaming IO layer implementations, especially of Convolutional layers, accessed through the config with io_type: io_stream. Scales CNN support to much larger models than previously possible (see paper)
  • New documentation and API reference
  • Further optimizations for QKeras / quantization aware training. A 'shift' operation is now used for po2 quantizers
  • Allow redefinition of weights directory for standalone project compilation

Files

fastmachinelearning/hls4ml-v0.5.0-beta.zip

Files (1.3 MB)

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Additional details