hls4ml | Machine learning on FPGAs using HLS | Machine Learning library

 by   fastmachinelearning C++ Version: v0.7.1 License: Apache-2.0

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!.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              hls4ml has a medium active ecosystem.
              It has 850 star(s) with 328 fork(s). There are 56 watchers for this library.
              OutlinedDot
              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

            kandi-Quality Quality

              hls4ml has no bugs reported.

            kandi-Security Security

              hls4ml has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License 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.

            kandi-Reuse Reuse

              hls4ml releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of hls4ml
            Get all kandi verified functions for this library.

            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 19:59

            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/.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/fastmachinelearning/hls4ml.git

          • CLI

            gh repo clone fastmachinelearning/hls4ml

          • sshUrl

            git@github.com:fastmachinelearning/hls4ml.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Machine Learning Libraries

            tensorflow

            by tensorflow

            youtube-dl

            by ytdl-org

            models

            by tensorflow

            pytorch

            by pytorch

            keras

            by keras-team

            Try Top Libraries by fastmachinelearning

            hls4ml-tutorial

            by fastmachinelearningJupyter Notebook

            qonnx

            by fastmachinelearningPython

            example-models

            by fastmachinelearningPython

            models

            by fastmachinelearningC++

            keras-training

            by fastmachinelearningPython