Commits


Yulong Wang authored and GitHub committed 07cfc56538b
[js] enable external data loading for ort-web (#19087) ### Description enable external data loading for ort-web. ### Why The ORT external data design is highly depending on the file system, especially synchronous file I/O APIs. Those are not available in web platforms. We need to have extra code to make external data working on web. ### How Considering there is no file system in web, an implementation for web to support external data is to use pre-loaded data. Assume model file a.onnx includes initializers that linked to ./b.bin, we require users to pass a full data file list when creating the session. The user code will be look like: ```js const mySess = await ort.InferenceSession.create('./path/model/a.onnx', { // session options externalData: [ { // relative or absolute path/URL of the file, // or a pre-loaded Uint8Array containing the data of the external data file data: './path/data/b.bin', // the relative path of the external data. Should match initializers' "location" value defined in the model file path: './b.bin' }, // { } if multiple external data file ] }); ``` Currently, this feature only works with JSEP build enabled.