HorusAlkebulan/wasm_load_tfjs_test

WASM Load TFJS

Demo loading a tfjs graph model synchronously from wasm. This uses a new synchronous http api. It's not efficient since it has to load each file one at a time, and it blocks the main thread while loading. It could be run in a webworker, but it still would only load one file at a time.

Files

• cc/main.cc is the main wasm entrypoint.
• web/index.ts loads main.cc and is the main js entrypoint.
• web/http_sync.ts is a synchronous tfjs IO handler that loads the model using a synchronous XMLHttpRequest.

How to run

Clone the repo

git clone --recurse-submodules https://github.com/mattsoulanille/wasm_load_tfjs_test.git

Serve the test app

yarn serve

Check the javascript console for results. The network tab shows the issue with synchronous loading, where only one file can be loaded at a time.