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https://github.com/bytedance/mlinsight

MLInsight: Hierarchical Performance and Memory Analysis for ML Programs

https://github.com/bytedance/mlinsight

Science Score: 26.0%

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (2.1%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

MLInsight: Hierarchical Performance and Memory Analysis for ML Programs

Basic Info
  • Host: GitHub
  • Owner: bytedance
  • License: gpl-3.0
  • Language: C++
  • Default Branch: main
  • Size: 431 KB
Statistics
  • Stars: 7
  • Watchers: 4
  • Forks: 2
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License

README.md

This is the project repo for MLInsight, which is an project that could identify the performance bottleneck and driverMemRecord issues of machine learning programs. It has three unique contributions: a light-weight tracer that could trace all component interactions (via APIs), an offline anlayzer that could pinpoint performance issues.

Owner

  • Name: Bytedance Inc.
  • Login: bytedance
  • Kind: organization
  • Location: Singapore

GitHub Events

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Last synced: about 1 year ago

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Dependencies

Runtime/tests/src/demoapps/python/pyproject.toml pypi
Runtime/tests/src/demoapps/python/setup.py pypi
pyproject.toml pypi
requirements.txt pypi
  • pybind11 *
setup.py pypi
Runtime/src/debugTool/requirements.txt pypi