hls4ml | Machine learning on FPGAs using HLS | Machine Learning library
kandi X-RAY | hls4ml Summary
kandi X-RAY | hls4ml Summary
hls4ml is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. hls4ml has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.
A package for machine learning inference in FPGAs. We create firmware implementations of machine learning algorithms using high level synthesis language (HLS). We translate traditional open-source machine learning package models into HLS that can be configured for your use-case!.
A package for machine learning inference in FPGAs. We create firmware implementations of machine learning algorithms using high level synthesis language (HLS). We translate traditional open-source machine learning package models into HLS that can be configured for your use-case!.
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Quality
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hls4ml has a medium active ecosystem.
It has 850 star(s) with 328 fork(s). There are 56 watchers for this library.
It had no major release in the last 12 months.
There are 110 open issues and 234 have been closed. On average issues are closed in 437 days. There are 21 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of hls4ml is v0.7.1
Quality
hls4ml has no bugs reported.
Security
hls4ml has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
License
hls4ml is licensed under the Apache-2.0 License. This license is Permissive.
Permissive licenses have the least restrictions, and you can use them in most projects.
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hls4ml releases are available to install and integrate.
Installation instructions, examples and code snippets are available.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of hls4ml
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of hls4ml
hls4ml Key Features
No Key Features are available at this moment for hls4ml.
hls4ml Examples and Code Snippets
No Code Snippets are available at this moment for hls4ml.
Community Discussions
Trending Discussions on hls4ml
QUESTION
Transforming python code to HDL using hls4ml
Asked 2020-Apr-01 at 22:49
I am following this tutorial: https://fastmachinelearning.org/hls4ml/setup/QUICKSTART.html when I give the command:
...ANSWER
Answered 2020-Apr-01 at 19:59Try this:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install hls4ml
To install the extra dependencies for profiling:.
Support
For more information visit the webpage: https://fastmachinelearning.org/hls4ml/.
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