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I am not as familiar with the state of the art; are there NN frameworks that export the NN model such that it can be run within WASM?

• hwers 4y ago
  Yup. In torch you can use torchscript and in jax you can 'jit' a function and both turn your NN function into a fairly easily compliable form which could then be translated to wasm. Here's a cool project that does something like this (though I believe it's basically superseded by torchscript): https://github.com/podgorskiy/tensor4 https://github.com/podgorskiy/tensor4 Here it is running stylegan in the browser (via wasm): http://podgorskiy.com/static/stylegan/stylegan.html http://podgorskiy.com/static/stylegan/stylegan.html