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* Changes to enable saving and loading an ORT format model via the public APIs. Cleanup session.py to try and make slightly more understandable. More refactoring is needed here. Couple of bug fixes * Fix bug in handling NodeArg serialization for optional inputs which has a name and no type info. * Address PR comments - tweak SessionOptions config to avoid double lookup - merge duplicated functionality in python binding around registering an EP with optional options Fix a couple of build issues. * Update C API to be consistent with python API - only load model in InferenceSession ctor if required - support loading ORT model in minimal build * Fix nodejs test. We get an invalid path error from LoadInterOp first now * Another attempt at fixing nodejs test. Error message depends on whether ENABLE_LANGUAGE_INTEROP_OPS is defined. Make the output consistent. The interop implementation looks suspicious given it appears to be internal code that is going via the public api. TBD if that should be fixed. * Fix couple of build issues. * Disable test temporarily so PR can be checked in. Will fix in separate PR that adds final pieces for minimal build as the test is required there. * Give up on nodejs test and make the match simpler. Fix init call in TrainingSession python to not pass through sess. it wasn't being used in Session anyway so passing it through just adds confusion. * Fix call to Session.__init__ in TrainingSession. Session now initializes Session._sess to None to make it clearer where the 'ownership' of that member is, and that needs to happen before TrainingSession sets it. |
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ONNX Runtime Node.js API
ONNX Runtime Node.js binding enables Node.js applications to run ONNX model inference.
Usage
Install the latest stable version:
npm install onnxruntime
Install the latest dev version:
npm install onnxruntime@dev
Refer to Node.js samples 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>/nodejs/. See also BUILD.MD for building ONNX Runtime Node.js binding locally.
License
License information can be found here.