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Use mlx::compile for the Nx.Defn compiler #61

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polvalente opened this issue Nov 30, 2024 · 0 comments · May be fixed by #68
Open

Use mlx::compile for the Nx.Defn compiler #61

polvalente opened this issue Nov 30, 2024 · 0 comments · May be fixed by #68

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@polvalente
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MLX uses an abstraction for compiling Python functions: https://github.com/ml-explore/mlx/blob/974bb54ab2f8e8450f856ac215df160374080b33/python/src/transforms.cpp#L370C8-L370C21

We can copy most of that workflow to get a similarly-compiled defn function in EMLX.compile. EMLX can get the (vector) -> vector function pointer as a NIF resource, cache that in the compiler key and use it for the Elixir function as well.
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feat: EMLX compiled mode elixir-nx/emlx
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@polvalente