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onnxruntime/js/node
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Caroline Zhu 6a5f469d44
Add training interfaces to js/common (#17333) 
### Description
Following the design document:
* Added CreateTrainingSessionHandler to the Backend interface
* All existing Backend implementations throw an error for the new method
createTrainingSessionHandler
* Created TrainingSession namespace, interface, and
TrainingSessionFactory interface
* Created TrainingSessionImpl class implementation 

As methods are implemented, the TrainingSession interface will be added
to or modified.

### Motivation and Context
Adding the public-facing interfaces to the onnxruntime-common package is
one of the first steps to support ORT training for web bindings.

---------

Co-authored-by: Caroline Zhu <carolinezhu@microsoft.com>
2023-09-29 19:05:10 -07:00
..
lib Add training interfaces to js/common (#17333) 2023-09-29 19:05:10 -07:00
script [js] update prepack script to use exact version (#17484) 2023-09-13 00:07:16 -07:00
src Added DML and CUDA provider support in onnxruntime-node (#16050) 2023-08-25 16:57:06 -07:00
test [js/node] release sessions after use in npm test (#17353) 2023-09-05 23:42:32 -07:00
.gitignore [node.js binding] aggregate binaries for multiple platforms in single NPM package (#9501) 2021-10-25 20:16:10 -07:00
.npmignore [node.js binding] aggregate binaries for multiple platforms in single NPM package (#9501) 2021-10-25 20:16:10 -07:00
CMakeLists.txt Added DML and CUDA provider support in onnxruntime-node (#16050) 2023-08-25 16:57:06 -07:00
package-lock.json Bump Up Version to 1.17.0 (#17587) 2023-09-20 11:02:58 +08:00
package.json Bump Up Version to 1.17.0 (#17587) 2023-09-20 11:02:58 +08:00
README.md Added DML and CUDA provider support in onnxruntime-node (#16050) 2023-08-25 16:57:06 -07:00
tsconfig.json optimize js package folder structure (#7989) 2021-06-08 16:49:06 -07:00

README.md

ONNX Runtime Node.js Binding

ONNX Runtime Node.js binding enables Node.js applications to run ONNX model inference.

Usage

Install the latest stable version:

npm install onnxruntime-node

Refer to ONNX Runtime JavaScript examples for samples and tutorials.

Requirements

ONNXRuntime works on Node.js v12.x+ or Electron v5.x+.

Following platforms are supported with pre-built binaries:

  • Windows x64 CPU NAPI_v3
  • Linux x64 CPU NAPI_v3
  • MacOS x64 CPU NAPI_v3

To use on platforms without pre-built binaries, you can build Node.js binding from source and consume it by npm install <onnxruntime_repo_root>/js/node/. See also instructions for building ONNX Runtime Node.js binding locally.

GPU Support

Right now, the Windows version supports only the DML provider. Linux x64 can use CUDA and TensorRT.

License

License information can be found here.