Published January 18, 2021
| Version v0.5.0-beta
Software
Open
hls-fpga-machine-learning/hls4ml v0.5.0-beta
Creators
- 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)
Name | Size | Download all |
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md5:a7895d438927a014c8f4f0dca81c888a
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1.3 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/fastmachinelearning/hls4ml/tree/v0.5.0-beta (URL)