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alibaba / pipcook

Machine learning platform for Web developers
https://alibaba.github.io/pipcook/
Apache License 2.0
2.54k stars 208 forks source link

meta: Wasm Convertor Package #563

Open WenheLI opened 4 years ago

WenheLI commented 4 years ago

After investigation on tvm, I found that we could use tvm to tune a model & export it to a wasm executable in both nodejs and browsers. Later, I will upload the mvp to github for reference.

The next step is to merge this feature into our system. My idea is to implement a separate CLI tool for producing a bundle with an arbitrary model.

yorkie commented 4 years ago

I think we could convert the job's model when generating the output: https://github.com/alibaba/pipcook/blob/master/packages/daemon/src/service/pipeline.ts#L391. However, it requires that daemon knows what neural network framework is used for the pipeline, any idea @FeelyChau?