CUDAKernels

Heterogeneous programming in Julia

https://github.com/juliagpu/kernelabstractions.jl

Science Score: 77.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 4 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
    7 of 53 committers (13.2%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (8.6%) to scientific vocabulary

Keywords

gpu-computing heterogeneous-parallel-programming julia julia-package julialang

Keywords from Contributors

graphics climate-change climate ocean data-assimilation fluid-dynamics fluxes pde automatic-differentiation the-human-brain
Last synced: 4 months ago · JSON representation ·

Repository

Heterogeneous programming in Julia

Basic Info
  • Host: GitHub
  • Owner: JuliaGPU
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Homepage:
  • Size: 4.41 MB
Statistics
  • Stars: 450
  • Watchers: 16
  • Forks: 76
  • Open Issues: 142
  • Releases: 86
Topics
gpu-computing heterogeneous-parallel-programming julia julia-package julialang
Created almost 6 years ago · Last pushed 5 months ago
Metadata Files
Readme License Citation

README.md

KernelAbstractions.jl

KernelAbstractions (KA) is a package that enables you to write GPU-like kernels targetting different execution backends. KA is intended to be a minimal and performant library that explores ways to write heterogeneous code. Currently, the following backends are supported:

Documentation (stable) Documentation (latest) DOI Code Coverage

| CPU CI | GPU CI | | ------------------------------------------------------------------ | ------------------------------------------------------------------------ | | CI | Build status |

License

KernelAbstractions.jl is licensed under the MIT license.

Cite this package as

@software{Churavy_KernelAbstractions_jl, author = {Churavy, Valentin}, license = {MIT}, title = {{KernelAbstractions.jl}}, url = {https://github.com/JuliaGPU/KernelAbstractions.jl} doi = {10.5281/zenodo.4021259}, }

Owner

  • Name: JuliaGPU
  • Login: JuliaGPU
  • Kind: organization

GPU Computing in Julia

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: KernelAbstractions.jl
message: 'If you use this software, please cite it as below.'
type: software
authors:
  - family-names: Churavy
    given-names: Valentin
    orcid: 'https://orcid.org/0000-0002-9033-165X'
identifiers:
  - type: doi
    value: 10.5281/zenodo.4021259
repository-code: 'https://github.com/JuliaGPU/KernelAbstractions.jl'
license: MIT

GitHub Events

Total
  • Create event: 54
  • Commit comment event: 22
  • Release event: 9
  • Issues event: 27
  • Watch event: 63
  • Delete event: 36
  • Issue comment event: 210
  • Push event: 401
  • Pull request review comment event: 103
  • Pull request review event: 75
  • Pull request event: 100
  • Fork event: 10
Last Year
  • Create event: 54
  • Commit comment event: 22
  • Release event: 9
  • Issues event: 27
  • Watch event: 63
  • Delete event: 36
  • Issue comment event: 210
  • Push event: 401
  • Pull request review comment event: 103
  • Pull request review event: 75
  • Pull request event: 100
  • Fork event: 10

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 504
  • Total Committers: 53
  • Avg Commits per committer: 9.509
  • Development Distribution Score (DDS): 0.454
Past Year
  • Commits: 89
  • Committers: 14
  • Avg Commits per committer: 6.357
  • Development Distribution Score (DDS): 0.494
Top Committers
Name Email Commits
Valentin Churavy v****y@g****m 275
Dilum Aluthge d****m@a****m 33
github-actions[bot] 4****] 19
Anton Smirnov t****7@g****m 17
William Moses gh@w****m 17
Tim Besard t****d@g****m 16
dependabot[bot] 4****] 14
James Schloss j****s@g****m 11
Julian P Samaroo j****o@j****e 10
Lucas C Wilcox l****s@s****m 9
Maciej Waruszewski m****z@i****l 7
ali.hh.ramadhan@gmail.com a****n@g****m 7
Meredith 3****1 6
Simeon Schaub s****9@g****m 6
Simon Byrne s****e@g****m 4
Navid C. Constantinou n****y 4
jakebolewski j****i@g****m 4
Max Ng m****f@g****m 3
Carsten Bauer c****r@u****e 3
William Moses w****s@c****o 3
Fredrik Ekre e****k@g****m 2
Joseph Kump j****7@u****u 2
Michel Schanen m****n@g****m 2
Meredith Julian m****n@m****u 1
Jeremy E Kozdon j****n@n****u 1
Avik Pal a****7@g****m 1
Viral B. Shah V****h 1
Vaibhav Kumar Dixit v****t@g****m 1
Tomas Chor t****r@g****m 1
Tim Holy t****y@g****m 1
and 23 more...

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 118
  • Total pull requests: 249
  • Average time to close issues: 7 months
  • Average time to close pull requests: about 1 month
  • Total issue authors: 60
  • Total pull request authors: 41
  • Average comments per issue: 3.9
  • Average comments per pull request: 2.09
  • Merged pull requests: 185
  • Bot issues: 0
  • Bot pull requests: 26
Past Year
  • Issues: 28
  • Pull requests: 117
  • Average time to close issues: 27 days
  • Average time to close pull requests: 8 days
  • Issue authors: 16
  • Pull request authors: 13
  • Average comments per issue: 1.89
  • Average comments per pull request: 2.0
  • Merged pull requests: 82
  • Bot issues: 0
  • Bot pull requests: 18
Top Authors
Issue Authors
  • vchuravy (22)
  • leios (6)
  • christiangnrd (4)
  • charleskawczynski (3)
  • b-fg (3)
  • gdalle (3)
  • michel2323 (3)
  • maleadt (2)
  • avik-pal (2)
  • simonbyrne (2)
  • benedict-96 (2)
  • pitsianis (2)
  • anicusan (2)
  • ymtoo (2)
  • roflmaostc (2)
Pull Request Authors
  • vchuravy (135)
  • wsmoses (25)
  • dependabot[bot] (25)
  • pxl-th (14)
  • christiangnrd (13)
  • maleadt (12)
  • github-actions[bot] (11)
  • leios (7)
  • utkarsh530 (4)
  • maxwindiff (3)
  • michel2323 (3)
  • fredrikekre (3)
  • tgymnich (3)
  • Moelf (2)
  • Dale-Black (2)
Top Labels
Issue Labels
help wanted (8) enhancement (5) documentation (4) good first issue (3) AMD (2) speculative (2) breaking change (1) wontfix (1) bug (1) design (1) Enzyme (1)
Pull Request Labels
dependencies (24) bug (3) AMD (2) backport-0.9 (2) merge-me (1) backport-0.7 (1) continuous integration (ci) (1)

Packages

  • Total packages: 6
  • Total downloads:
    • julia 9,117 total
  • Total dependent packages: 95
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 119
juliahub.com: KernelAbstractions

Heterogeneous programming in Julia

  • Versions: 85
  • Dependent Packages: 73
  • Dependent Repositories: 0
  • Downloads: 9,102 Total
Rankings
Dependent packages count: 1.8%
Forks count: 3.1%
Stargazers count: 3.4%
Average: 4.5%
Dependent repos count: 9.9%
Last synced: 4 months ago
juliahub.com: CUDAKernels

Heterogeneous programming in Julia

  • Versions: 15
  • Dependent Packages: 20
  • Dependent Repositories: 0
  • Downloads: 15 Total
Rankings
Forks count: 3.1%
Stargazers count: 3.4%
Dependent packages count: 4.1%
Average: 5.1%
Dependent repos count: 9.9%
Last synced: 4 months ago
juliahub.com: KernelGradients

Heterogeneous programming in Julia

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 3.1%
Stargazers count: 3.4%
Dependent repos count: 9.9%
Average: 13.8%
Dependent packages count: 38.9%
Last synced: 4 months ago
juliahub.com: oneAPIKernels

Heterogeneous programming in Julia

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 3.1%
Stargazers count: 3.4%
Dependent repos count: 9.9%
Average: 13.8%
Dependent packages count: 38.9%
Last synced: 4 months ago
juliahub.com: MetalKernels

Heterogeneous programming in Julia

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 3.1%
Stargazers count: 3.4%
Dependent repos count: 9.9%
Average: 13.8%
Dependent packages count: 38.9%
Last synced: 4 months ago
juliahub.com: ROCKernels

Heterogeneous programming in Julia

  • Versions: 10
  • Dependent Packages: 2
  • Dependent Repositories: 0
Rankings
Forks count: 3.1%
Stargazers count: 3.4%
Dependent repos count: 9.9%
Average: 13.8%
Dependent packages count: 38.9%
Last synced: 4 months ago