onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

https://github.com/microsoft/onnxruntime

Science Score: 36.0%

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

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    16 of 706 committers (2.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (15.4%) to scientific vocabulary

Keywords

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow

Keywords from Contributors

deep-neural-networks distributed transformers cryptocurrencies jax cryptography inference yolov5 agents langchain
Last synced: 6 months ago · JSON representation

Repository

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Basic Info
  • Host: GitHub
  • Owner: microsoft
  • License: mit
  • Language: C++
  • Default Branch: main
  • Homepage: https://onnxruntime.ai
  • Size: 1.3 GB
Statistics
  • Stars: 17,722
  • Watchers: 259
  • Forks: 3,423
  • Open Issues: 1,164
  • Releases: 60
Topics
ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow
Created over 7 years ago · Last pushed 6 months ago
Metadata Files
Readme Contributing License Citation Codeowners Security Roadmap

README.md

ONNX Runtime is a cross-platform inference and training machine-learning accelerator.

ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. Learn more →

ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a one-line addition for existing PyTorch training scripts. Learn more →

Get Started & Resources

Releases

The current release and past releases can be found here: https://github.com/microsoft/onnxruntime/releases.

For details on the upcoming release, including release dates, announcements, features, and guidance on submitting feature requests, please visit the release roadmap: https://onnxruntime.ai/roadmap.

Data/Telemetry

Windows distributions of this project may collect usage data and send it to Microsoft to help improve our products and services. See the privacy statement for more details.

Contributions and Feedback

We welcome contributions! Please see the contribution guidelines.

For feature requests or bug reports, please file a GitHub Issue.

For general discussion or questions, please use GitHub Discussions.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

License

This project is licensed under the MIT License.

Owner

  • Name: Microsoft
  • Login: microsoft
  • Kind: organization
  • Email: opensource@microsoft.com
  • Location: Redmond, WA

Open source projects and samples from Microsoft

Committers

Last synced: 10 months ago

All Time
  • Total Commits: 12,546
  • Total Committers: 706
  • Avg Commits per committer: 17.771
  • Development Distribution Score (DDS): 0.919
Past Year
  • Commits: 1,799
  • Committers: 213
  • Avg Commits per committer: 8.446
  • Development Distribution Score (DDS): 0.914
Top Committers
Name Email Commits
Changming Sun c****n@m****m 1,012
Scott McKay s****y@g****m 536
Yulong Wang 7****e 523
Edward Chen 1****1 455
Tianlei Wu t****u@m****m 408
Hariharan Seshadri s****1@g****m 297
Dmitri Smirnov y****n 287
Yi Zhang z****i@m****m 265
Yufeng Li l****7@g****m 229
Baiju Meswani b****i@m****m 199
Jian Chen c****n@m****m 192
Vincent Wang w****u@o****m 191
Adrian Lizarraga a****a@m****m 190
Guoyu Wang 6****t 190
Hector Li h****i@m****m 185
pengwa p****a@m****m 175
Pranav Sharma p****s@m****m 168
Ye Wang 5****s 163
dependabot[bot] 4****] 151
RandySheriffH 4****H 141
PeixuanZuo 9****o 136
Ryan Hill 3****l 131
Ashwini Khade a****e@m****m 130
Wanming Lin w****n@i****m 129
Chi Lo 5****s 125
George Wu j****u@m****m 121
Tracy Sharpe 4****h 119
Sheil Kumar s****7@g****m 118
Xavier Dupré x****e 113
satyajandhyala s****a@g****m 113
and 676 more...

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 3,725
  • Total pull requests: 9,594
  • Average time to close issues: about 1 year
  • Average time to close pull requests: about 1 month
  • Total issue authors: 2,490
  • Total pull request authors: 596
  • Average comments per issue: 3.55
  • Average comments per pull request: 3.14
  • Merged pull requests: 6,534
  • Bot issues: 0
  • Bot pull requests: 278
Past Year
  • Issues: 1,133
  • Pull requests: 4,371
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 9 days
  • Issue authors: 762
  • Pull request authors: 321
  • Average comments per issue: 1.38
  • Average comments per pull request: 2.74
  • Merged pull requests: 2,917
  • Bot issues: 0
  • Bot pull requests: 188
Top Authors
Issue Authors
  • liqunfu (31)
  • tianleiwu (27)
  • BengtGustafsson (21)
  • justinchuby (20)
  • coffezhou (20)
  • gedoensmax (19)
  • mc-nv (17)
  • xenova (17)
  • cqray1990 (16)
  • john-dance (14)
  • yurivict (14)
  • sophies927 (13)
  • PadminiGariki (13)
  • pauldog (12)
  • titaiwangms (11)
Pull Request Authors
  • fs-eire (656)
  • snnn (606)
  • tianleiwu (357)
  • jchen351 (339)
  • adrianlizarraga (317)
  • dependabot[bot] (268)
  • skottmckay (266)
  • mszhanyi (239)
  • Honry (225)
  • edgchen1 (219)
  • HectorSVC (207)
  • qjia7 (175)
  • yf711 (151)
  • prathikr (148)
  • satyajandhyala (144)
Top Labels
Issue Labels
stale (912) build (624) ep:CUDA (477) platform:windows (357) feature request (296) platform:web (266) platform:mobile (245) core runtime (214) ep:TensorRT (174) documentation (159) quantization (141) model:transformer (126) performance (121) ep:DML (114) training (97) api:Java (84) ep:OpenVINO (68) api:CSharp (54) api (54) ep:WebGPU (53) converter (43) ep:QNN (42) .NET (34) api:Javascript (33) more info needed (33) contributions welcome (31) platform:jetson (29) ep:oneDNN (25) ep:ROCm (23) ep:WebNN (22)
Pull Request Labels
ep:WebGPU (639) ep:QNN (299) dependencies (271) ep:WebNN (190) training (154) triage:approved (147) python (134) javascript (89) cherry-picked (73) release:1.18.0 (73) release:1.22.0 (65) release:1.18.1 (63) release:1.23.0 (55) 1.18.1 essential (44) release:1.17.0 (44) ep:VitisAI (44) rel-merged (39) github_actions (35) release:1.16 (33) release:1.19.0 (33) core runtime (30) release:1.17.1 (30) merge at green (27) ep:TensorRT (26) release:1.17.3 (25) release:1.20.1 (20) documentation (18) release:1.17.4 (16) .NET (16) merge on green (16)

Packages

  • Total packages: 62
  • Total downloads:
    • pypi 21,545,481 last-month
    • npm 6,619,868 last-month
    • nuget 18,330,299 total
    • homebrew 1,077 last-month
  • Total docker downloads: 77,724,837
  • Total dependent packages: 1,146
    (may contain duplicates)
  • Total dependent repositories: 12,808
    (may contain duplicates)
  • Total versions: 1,352
  • Total maintainers: 31
pypi.org: onnxruntime

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 48
  • Dependent Packages: 611
  • Dependent Repositories: 9,609
  • Downloads: 18,609,018 Last month
  • Docker Downloads: 26,890,264
Rankings
Dependent packages count: 0.0%
Dependent repos count: 0.1%
Downloads: 0.2%
Average: 0.2%
Docker downloads count: 0.6%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-gpu

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 47
  • Dependent Packages: 121
  • Dependent Repositories: 1,276
  • Downloads: 2,777,542 Last month
  • Docker Downloads: 66,883
Rankings
Dependent packages count: 0.2%
Downloads: 0.3%
Dependent repos count: 0.3%
Average: 0.4%
Docker downloads count: 0.9%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: onnxruntime-web

A Javascript library for running ONNX models on browsers

  • Versions: 311
  • Dependent Packages: 74
  • Dependent Repositories: 834
  • Downloads: 1,900,070 Last month
  • Docker Downloads: 3,501
Rankings
Dependent packages count: 0.5%
Downloads: 0.6%
Dependent repos count: 0.6%
Forks count: 0.8%
Average: 0.9%
Stargazers count: 1.0%
Docker downloads count: 1.8%
Maintainers (3)
Last synced: 6 months ago
npmjs.org: onnxruntime-common

ONNXRuntime JavaScript API library

  • Versions: 117
  • Dependent Packages: 20
  • Dependent Repositories: 707
  • Downloads: 2,964,415 Last month
  • Docker Downloads: 3,934
Rankings
Downloads: 0.6%
Dependent repos count: 0.7%
Forks count: 0.8%
Average: 0.9%
Stargazers count: 1.0%
Docker downloads count: 1.2%
Dependent packages count: 1.2%
Maintainers (3)
Last synced: 6 months ago
npmjs.org: onnxruntime-node

ONNXRuntime Node.js binding

  • Versions: 99
  • Dependent Packages: 40
  • Dependent Repositories: 45
  • Downloads: 1,751,086 Last month
  • Docker Downloads: 3,925
Rankings
Downloads: 0.7%
Dependent packages count: 0.7%
Forks count: 0.8%
Stargazers count: 1.0%
Average: 1.0%
Docker downloads count: 1.2%
Dependent repos count: 1.9%
Maintainers (2)
Last synced: 6 months ago
pypi.org: onnxruntime-tools

Transformers Model Optimization Tool of ONNXRuntime

  • Versions: 12
  • Dependent Packages: 16
  • Dependent Repositories: 30
  • Downloads: 41,106 Last month
  • Docker Downloads: 217,770
Rankings
Stargazers count: 0.2%
Forks count: 0.3%
Dependent packages count: 0.7%
Docker downloads count: 1.0%
Average: 1.1%
Downloads: 1.8%
Dependent repos count: 2.7%
Maintainers (2)
Last synced: about 1 year ago
pypi.org: onnxruntime-silicon

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 6
  • Dependent Packages: 4
  • Dependent Repositories: 61
  • Downloads: 6,791 Last month
  • Docker Downloads: 25
Rankings
Dependent repos count: 1.9%
Dependent packages count: 2.4%
Average: 2.7%
Downloads: 3.8%
Maintainers (1)
Last synced: 6 months ago
repo1.maven.org: com.microsoft.onnxruntime:onnxruntime

ONNX Runtime is a performance-focused inference engine for ONNX (Open Neural Network Exchange) models.

  • Versions: 32
  • Dependent Packages: 32
  • Dependent Repositories: 81
  • Docker Downloads: 90,358
Rankings
Dependent packages count: 2.1%
Dependent repos count: 2.2%
Average: 2.7%
Docker downloads count: 2.8%
Stargazers count: 3.0%
Forks count: 3.4%
Last synced: 6 months ago
npmjs.org: onnxruntime-react-native

ONNX Runtime bridge for react native

  • Versions: 62
  • Dependent Packages: 4
  • Dependent Repositories: 2
  • Downloads: 3,994 Last month
  • Docker Downloads: 3,196
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Docker downloads count: 1.8%
Average: 3.3%
Downloads: 4.0%
Dependent packages count: 4.5%
Dependent repos count: 7.6%
Maintainers (2)
Last synced: 6 months ago
pypi.org: onnxruntime-directml

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 28
  • Dependent Packages: 6
  • Dependent Repositories: 10
  • Downloads: 64,627 Last month
  • Docker Downloads: 10
Rankings
Dependent packages count: 1.9%
Downloads: 2.6%
Average: 3.3%
Docker downloads count: 4.1%
Dependent repos count: 4.6%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-training

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 20
  • Dependent Packages: 2
  • Dependent Repositories: 36
  • Downloads: 5,875 Last month
  • Docker Downloads: 2,139
Rankings
Dependent repos count: 2.4%
Docker downloads count: 3.1%
Dependent packages count: 3.2%
Average: 3.3%
Downloads: 4.5%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: onnxruntime

Node.js binding of ONNXRuntime

  • Versions: 13
  • Dependent Packages: 6
  • Dependent Repositories: 31
  • Downloads: 151 Last month
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Dependent repos count: 2.3%
Dependent packages count: 3.2%
Average: 3.4%
Downloads: 9.9%
Maintainers (2)
Last synced: 6 months ago
repo1.maven.org: com.microsoft.onnxruntime:onnxruntime_gpu

ONNX Runtime is a performance-focused inference engine for ONNX (Open Neural Network Exchange) models.

  • Versions: 32
  • Dependent Packages: 9
  • Dependent Repositories: 23
  • Docker Downloads: 50,442,807
Rankings
Docker downloads count: 0.8%
Stargazers count: 3.0%
Forks count: 3.4%
Average: 3.8%
Dependent repos count: 5.0%
Dependent packages count: 6.7%
Last synced: 6 months ago
pypi.org: onnxruntime-openvino

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 12
  • Dependent Packages: 5
  • Dependent Repositories: 5
  • Downloads: 36,787 Last month
  • Docker Downloads: 0
Rankings
Dependent packages count: 1.9%
Downloads: 3.3%
Average: 4.0%
Docker downloads count: 4.3%
Dependent repos count: 6.6%
Maintainers (1)
Last synced: 6 months ago
conda-forge.org: onnxruntime
  • Versions: 9
  • Dependent Packages: 5
  • Dependent Repositories: 11
Rankings
Forks count: 2.8%
Stargazers count: 3.2%
Average: 6.8%
Dependent packages count: 10.4%
Dependent repos count: 10.7%
Last synced: 6 months ago
spack.io: py-onnx-runtime

ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility. Deprecated in favor of py-onnxruntime.

  • Versions: 1
  • Dependent Packages: 1
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Stargazers count: 1.1%
Forks count: 1.8%
Average: 7.8%
Dependent packages count: 28.1%
Maintainers (2)
Last synced: 6 months ago
spack.io: py-onnxruntime

ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility.

  • Versions: 0
  • Dependent Packages: 2
  • Dependent Repositories: 0
Rankings
Dependent repos count: 0.0%
Stargazers count: 1.2%
Forks count: 1.9%
Average: 7.8%
Dependent packages count: 28.1%
Maintainers (1)
Last synced: 6 months ago
nuget.org: aiinfra.onnxruntime.gpu

This package contains ONNX Runtime for .Net platforms

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Average: 8.1%
Dependent repos count: 12.7%
Dependent packages count: 19.5%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.mklml

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 12
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 376,415 Total
Rankings
Downloads: 2.3%
Average: 8.8%
Dependent repos count: 10.2%
Dependent packages count: 13.9%
Last synced: 6 months ago
repo1.maven.org: com.microsoft.onnxruntime:onnxruntime-android

ONNX Runtime is a performance-focused inference engine for ONNX (Open Neural Network Exchange) models. This package contains the Android (aar) build of ONNX Runtime. It includes support for all types and operators, for ONNX format models. All standard ONNX models can be executed with this package.

  • Versions: 22
  • Dependent Packages: 2
  • Dependent Repositories: 15
Rankings
Stargazers count: 3.0%
Forks count: 3.4%
Dependent repos count: 6.3%
Average: 9.0%
Dependent packages count: 23.2%
Last synced: 6 months ago
pypi.org: onnxruntime-coreml

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 13
  • Downloads: 82 Last month
  • Docker Downloads: 25
Rankings
Dependent repos count: 4.0%
Dependent packages count: 10.1%
Average: 11.5%
Downloads: 20.4%
Maintainers (1)
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 54
  • Dependent Packages: 93
  • Dependent Repositories: 0
  • Downloads: 7,925,170 Total
Rankings
Downloads: 0.6%
Average: 12.0%
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.managed

This package contains ONNX Runtime for .Net platforms

  • Versions: 48
  • Dependent Packages: 51
  • Dependent Repositories: 0
  • Downloads: 6,465,608 Total
Rankings
Downloads: 0.7%
Average: 12.0%
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.gpu

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 55
  • Dependent Packages: 26
  • Dependent Repositories: 0
  • Downloads: 1,516,687 Total
Rankings
Downloads: 1.2%
Average: 12.2%
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Last synced: 6 months ago
repo1.maven.org: com.microsoft.onnxruntime:onnxruntime-mobile

The ONNX Runtime Mobile package is a size optimized inference library for executing ONNX (Open Neural Network Exchange) models on Android. This package is built from the open source inference engine but with reduced disk footprint targeting mobile platforms. To minimize binary size this library supports a reduced set of operators and types aligned to typical mobile applications. The ONNX model must be converted to ORT format in order to use it with this package. See https://onnxruntime.ai/docs/reference/ort-format-models.html for more details.

  • Versions: 21
  • Dependent Packages: 1
  • Dependent Repositories: 3
Rankings
Stargazers count: 3.0%
Forks count: 3.3%
Average: 13.3%
Dependent repos count: 13.8%
Dependent packages count: 33.0%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.directml

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 40
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 715,434 Total
Rankings
Downloads: 5.0%
Average: 13.4%
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Last synced: 6 months ago
nuget.org: microsoft.ai.machinelearning

This package contains Windows ML binaries.

  • Versions: 39
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 108,836 Total
Rankings
Downloads: 5.9%
Average: 13.8%
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Last synced: 6 months ago
formulae.brew.sh: onnxruntime

Cross-platform, high performance scoring engine for ML models

  • Versions: 23
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 1,077 Last month
Rankings
Forks count: 0.8%
Stargazers count: 2.1%
Average: 14.7%
Dependent packages count: 19.5%
Downloads: 21.6%
Dependent repos count: 29.5%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.noopenmp

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 6,926 Total
Rankings
Dependent repos count: 10.2%
Dependent packages count: 13.9%
Average: 15.2%
Downloads: 21.5%
Last synced: 6 months ago
npmjs.org: @fugood/onnxruntime-common

ONNXRuntime JavaScript API library

  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 80 Last month
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Downloads: 9.5%
Average: 15.4%
Dependent repos count: 19.7%
Dependent packages count: 46.0%
Last synced: 6 months ago
npmjs.org: @yanxu217/onnxruntime-common

ONNXRuntime JavaScript API library

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Last month
Rankings
Forks count: 0.5%
Stargazers count: 0.7%
Average: 15.4%
Dependent repos count: 24.8%
Dependent packages count: 35.8%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-openmp

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 109 Last month
Rankings
Dependent packages count: 10.1%
Average: 16.6%
Downloads: 18.2%
Dependent repos count: 21.5%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: @fugood/onnxruntime-react-native

ONNX Runtime bridge for react native

  • Versions: 18
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 64 Last month
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Average: 16.7%
Dependent repos count: 18.9%
Dependent packages count: 46.2%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.openmp

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3,868 Total
Rankings
Dependent repos count: 10.2%
Dependent packages count: 13.9%
Average: 17.5%
Downloads: 28.5%
Last synced: 6 months ago
pypi.org: onnxruntime-qnn

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,996 Last month
Rankings
Stargazers count: 0.4%
Forks count: 0.5%
Dependent packages count: 9.5%
Average: 18.3%
Dependent repos count: 62.9%
Maintainers (1)
Last synced: 6 months ago
nuget.org: sdcb.onnx.runtime.win64

Native binding for Sdcb.Onnx to work on win64.

  • Versions: 2
  • Dependent Packages: 5
  • Dependent Repositories: 0
  • Downloads: 41,993 Total
Rankings
Dependent repos count: 13.8%
Average: 18.4%
Dependent packages count: 18.8%
Downloads: 22.6%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-azure

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 201 Last month
Rankings
Dependent packages count: 6.6%
Average: 18.6%
Dependent repos count: 30.6%
Maintainers (2)
Last synced: 6 months ago
pypi.org: ort-nightly-directml

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 34 Last month
Rankings
Dependent packages count: 10.0%
Average: 19.8%
Dependent repos count: 21.7%
Downloads: 27.8%
Maintainers (1)
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.gpu.linux

This package contains Linux native shared library artifacts for ONNX Runtime with CUDA.

  • Versions: 17
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 609,541 Total
Rankings
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Average: 20.3%
Downloads: 25.7%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.training

The onnxruntime-training native shared library artifacts are designed to efficiently train and infer a wide range of ONNX models on edge devices, such as client machines, gaming consoles, and other portable devices with a focus on minimizing resource usage and maximizing accuracy.See https://github.com/microsoft/onnxruntime-training-examples/tree/master/on_device_training for more details.

  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 9,225 Total
Rankings
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Average: 20.6%
Downloads: 26.6%
Last synced: 6 months ago
anaconda.org: onnxruntime

ONNX Runtime is a cross-platform machine-learning model accelerator, with a flexible interface to integrate hardware-specific libraries. ONNX Runtime can be used with models from PyTorch, Tensorflow/Keras, TFLite, scikit-learn, and other frameworks.

  • Versions: 4
  • Dependent Packages: 1
  • Dependent Repositories: 11
Rankings
Forks count: 6.8%
Stargazers count: 7.9%
Average: 20.7%
Dependent packages count: 30.7%
Dependent repos count: 37.5%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.gpu.windows

This package contains Windows native shared library artifacts for ONNX Runtime with CUDA.

  • Versions: 17
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 527,688 Total
Rankings
Dependent repos count: 15.0%
Dependent packages count: 20.3%
Average: 21.0%
Downloads: 27.6%
Last synced: 6 months ago
pypi.org: onnxruntime-cann

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 477 Last month
Rankings
Dependent packages count: 6.6%
Average: 22.6%
Downloads: 30.5%
Dependent repos count: 30.6%
Maintainers (3)
Last synced: 6 months ago
conda-forge.org: onnxruntime-novec
  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 2.5%
Stargazers count: 3.0%
Average: 22.7%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 6 months ago
conda-forge.org: onnxruntime-novec-cpp
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 2.5%
Stargazers count: 3.0%
Average: 22.7%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 6 months ago
conda-forge.org: onnxruntime-cpp
  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 2.5%
Stargazers count: 3.0%
Average: 22.7%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.snpe

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 854 Total
Rankings
Dependent repos count: 10.2%
Dependent packages count: 13.9%
Average: 23.0%
Downloads: 45.1%
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.azure

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2,752 Total
Rankings
Dependent repos count: 13.8%
Dependent packages count: 18.8%
Average: 23.4%
Downloads: 37.5%
Last synced: 6 months ago
npmjs.org: onnxruntime-web-mendix

A Javascript library for running ONNX models on browsers

  • Versions: 7
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 1 Last month
Rankings
Forks count: 1.1%
Stargazers count: 1.4%
Average: 23.8%
Dependent repos count: 25.3%
Dependent packages count: 32.9%
Downloads: 58.0%
Maintainers (1)
Last synced: 6 months ago
pypi.org: ort-gpu-nightly-training

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 60 Last month
Rankings
Dependent packages count: 10.0%
Dependent repos count: 21.7%
Average: 24.0%
Downloads: 40.3%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: nfields-onnxruntime-webgpu

A Javascript library for running ONNX models on browsers

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Last month
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Average: 25.2%
Downloads: 33.1%
Dependent repos count: 37.3%
Dependent packages count: 53.6%
Maintainers (1)
Last synced: 6 months ago
nuget.org: microsoft.ml.onnxruntime.qnn

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

  • Versions: 13
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 15,400 Total
Rankings
Dependent repos count: 13.8%
Dependent packages count: 18.8%
Average: 25.5%
Downloads: 43.8%
Last synced: 6 months ago
npmjs.org: onnxruntime-utils

A collection of utilities that makes ONNX Runtime more powerful and easier to use

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2 Last month
Rankings
Downloads: 15.3%
Dependent repos count: 26.0%
Average: 26.4%
Dependent packages count: 37.8%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: nfields-onnxruntime-common

ONNXRuntime JavaScript API library

  • Versions: 1
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 0 Last month
Rankings
Forks count: 0.8%
Stargazers count: 1.0%
Average: 27.1%
Dependent repos count: 37.3%
Downloads: 42.9%
Dependent packages count: 53.6%
Maintainers (1)
Last synced: 6 months ago
nuget.org: intel.ml.onnxruntime.openvino

This package contains native shared library artifacts for ONNX Runtime with OpenVINO.

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3,902 Total
Rankings
Dependent repos count: 7.3%
Dependent packages count: 19.7%
Average: 28.3%
Downloads: 57.8%
Maintainers (1)
Last synced: 6 months ago
anaconda.org: onnxruntime-novec

ONNX Runtime is a cross-platform machine-learning model accelerator, with a flexible interface to integrate hardware-specific libraries. ONNX Runtime can be used with models from PyTorch, Tensorflow/Keras, TFLite, scikit-learn, and other frameworks.

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 7.7%
Stargazers count: 9.2%
Average: 28.6%
Dependent packages count: 39.8%
Dependent repos count: 57.7%
Last synced: 6 months ago
pypi.org: onnxruntime-migraphx

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 8.8%
Average: 29.2%
Dependent repos count: 49.5%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: @yanxu217/onnxruntime-node

ONNXRuntime Node.js binding

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Last month
Rankings
Dependent repos count: 24.8%
Average: 30.3%
Dependent packages count: 35.8%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-powerpc64le

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 48 Last month
Rankings
Dependent packages count: 10.1%
Dependent repos count: 21.6%
Average: 30.4%
Downloads: 59.5%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-macavx

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 38 Last month
Rankings
Dependent packages count: 10.2%
Average: 33.8%
Dependent repos count: 57.3%
Maintainers (1)
Last synced: 6 months ago
pypi.org: onnxruntime-training-cpu

ONNX Runtime is a runtime accelerator for Machine Learning models

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 690 Last month
Rankings
Dependent packages count: 7.5%
Average: 38.6%
Dependent repos count: 69.8%
Maintainers (1)
Last synced: 6 months ago
npmjs.org: @fugood/onnxruntime-node

ONNXRuntime Node.js binding

  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 5 Last month
Rankings
Dependent repos count: 33.3%
Average: 40.5%
Dependent packages count: 47.7%
Last synced: 6 months ago