ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Yulong Wang 4712009f8a
[js/web] add target ort.webgpu.min.js (#15780)
### Description
add target ort.webgpu.min.js

WebGPU is experimental feature, so I don't want to put webgpu into the
ort.min.js file. This change adds 2 ways for users to access ort-web
with webgpu:
- using script tag: by URL
`https://cdn.jsdelivr.net/npm/onnxruntime-web@1.15.0/dist/ort.webgpu.min.js`
( this URL is not ready yet )
- using `import()`: use `import { Tensor, InferenceSession } from
'onnxruntime-web/webgpu';` - 'onnxruntime-web/webgpu' instead of
'onnxruntime-web'
2023-05-04 10:05:39 -07:00
.config Update tsaoptions.json: update the email alias (#13448) 2022-10-26 15:56:16 -07:00
.devcontainer Remove two lines in the Dockerfile for Github Codespace (#12278) 2022-07-21 20:52:17 -07:00
.gdn Update compliance tasks in python packaging pipeline and fix some compile warnings (#8471) 2021-07-30 17:16:37 -07:00
.github Add a Github workflow for Prefast (#15763) 2023-05-03 11:42:51 -07:00
.pipelines Update cmake version in a few places (#15775) 2023-05-02 22:56:28 -07:00
.vscode cpplint & Eager mode: refactor and add comments to empty_* functions, general lint cleanup in ort_aten (#12238) 2022-07-20 11:47:57 -04:00
cgmanifests update with onnx main (#14929) 2023-04-18 08:42:51 -07:00
cmake [wasm] revert emsdk to v3.1.19 (#15793) 2023-05-04 01:15:01 -07:00
csharp Update VERSION_NUMBER (#15773) 2023-05-03 15:07:34 -07:00
dockerfiles Update cmake version in Linux build (#15707) 2023-04-27 20:02:33 -07:00
docs Update VERSION_NUMBER (#15773) 2023-05-03 15:07:34 -07:00
include/onnxruntime/core Implement lite custom op API (#15778) 2023-05-04 09:49:17 -07:00
java Creating Nuget and Android packages for Training (#15712) 2023-05-01 12:59:56 -07:00
js [js/web] add target ort.webgpu.min.js (#15780) 2023-05-04 10:05:39 -07:00
objectivec Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
onnxruntime Implement lite custom op API (#15778) 2023-05-04 09:49:17 -07:00
orttraining Update softmax_grad_impl.cu: add constexpr (#15794) 2023-05-04 08:10:17 -07:00
rust Add rust bindings (#12606) 2023-02-08 14:57:15 -08:00
samples Enable pylint and numpy rules (#15218) 2023-03-27 20:37:53 -07:00
swift/OnnxRuntimeBindingsTests Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
tools [js/web] add target ort.webgpu.min.js (#15780) 2023-05-04 10:05:39 -07:00
winml Add Bluestein Z-Chirp Algorithm to DirectML DFT implementation (#15686) 2023-04-27 14:03:40 -07:00
.clang-format Run clang-format in CI (#15524) 2023-04-18 09:26:58 -07:00
.clang-tidy Create clang-tidy CI (#12653) 2022-09-30 08:05:38 -07:00
.dockerignore Update dockerfiles (#5929) 2020-11-25 15:38:22 -08:00
.gitattributes
.gitignore remove 'lib/' from .gitignore (#15613) 2023-04-24 18:43:32 -07:00
.gitmodules Remove protobuf submodule (#15190) 2023-03-27 10:35:49 -07:00
.lintrunner.toml Enable RUFF as a formatter (#15699) 2023-04-26 14:04:07 -07:00
build.amd64.1411.bat
build.bat
build.sh Add iOS test pipeline and a sample app. (#5298) 2020-09-29 13:53:11 -07:00
CITATION.cff Fix CITATION.cff and add automatic validation of your citation metadata (#10478) 2022-04-13 10:03:52 -07:00
CODEOWNERS Add owners for public facing API files (#15288) 2023-03-30 17:16:15 -07:00
CONTRIBUTING.md Fix link to High Level Design (#11786) 2023-02-28 11:05:54 -08:00
lgtm.yml Fix lgtm C++ error (#13613) 2022-11-10 10:06:22 -08:00
LICENSE Remove year from license (#6658) 2021-02-12 00:25:56 -08:00
NuGet.config Delete nuget extra configs (#6477) 2021-01-27 20:25:45 -08:00
ort.wprp
ORT_icon_for_light_bg.png Update nuget icon (#10672) 2022-03-01 09:11:03 -08:00
Package.swift Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
packages.config Download protoc.exe from nuget when cross-compiling (#15395) 2023-04-06 17:06:59 -07:00
pyproject.toml Bump ruff in CI (#15533) 2023-04-17 10:11:44 -07:00
README.md [Readme] Update table for build pipelines (#14618) 2023-02-08 09:44:20 -08:00
requirements-dev.txt Remove codecov from requirements-dev.txt (#15487) 2023-04-12 18:48:02 -07:00
requirements-doc.txt Add auto doc gen for ORTModule API during CI build (#7046) 2021-03-22 10:20:33 -07:00
requirements-lintrunner.txt Enable RUFF as a formatter (#15699) 2023-04-26 14:04:07 -07:00
requirements-training.txt Remove protobuf pin from training requirements (#13695) 2022-11-22 12:27:18 -08:00
requirements.txt.in Add additional python requirements (#11522) 2022-05-20 16:16:18 -07:00
SECURITY.md Microsoft mandatory file (#11619) 2022-05-25 13:56:10 -07:00
setup.py Fix bug when adding Whisper to wheel (#15708) 2023-04-28 16:03:55 -07:00
ThirdPartyNotices.txt [js/web] WebGPU backend via JSEP (#14579) 2023-04-24 15:21:18 -07:00
VERSION_NUMBER Update VERSION_NUMBER (#15773) 2023-05-03 15:07:34 -07:00

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

Build Pipeline Status

System Inference Training
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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.