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Support better tiling algorithms for ANE #9630

@metascroy

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@metascroy

🚀 The feature, motivation and pitch

Support better tiling algorithms for ANE in linear, SDPA, matmul, bmm, etc. We noticed that we can boost performance by explicitly splitting up ops in PyTorch, but ideally this would be done by the CoreML compiler.

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