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Effective transpose on Hopper GPU

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Effective matrix transpose

Improve matrix transpose step by step.

Please see my blogpost for a detailed explanation.

Performance Comparison

Kernel Bandwidth (GB/s) % of Max Bandwidth Implementation
transpose_naive 875.46 26.5291% Custom
transpose_swizzle 1251.76 37.9323% Custom
transpose_swizzle_batched 2771.35 83.9804% Custom

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Effective transpose on Hopper GPU

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