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Perf: Reduce StridedMemoryView construction time #449

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leofang opened this issue Feb 14, 2025 · 0 comments
Open

Perf: Reduce StridedMemoryView construction time #449

leofang opened this issue Feb 14, 2025 · 0 comments
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cuda.core Everything related to the cuda.core module enhancement Any code-related improvements P0 High priority - Must do!

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@leofang
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leofang commented Feb 14, 2025

Currently it takes 3.4 - 3.45 us (depending on stream-ordering or not) to create a memory view object:

In [4]: x = cp.empty((23, 4))

In [7]: %timeit s = StridedMemoryView(x, -1)
3.4 μs ± 8.7 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)

In [8]: %timeit s = StridedMemoryView(x, 1)
3.45 μs ± 14.6 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)

which could be a bit expensive in a tight loop. We should try to reduce it down to 1 us or O(100) ns if possible.

cc @shwina for vis

@leofang leofang added cuda.core Everything related to the cuda.core module enhancement Any code-related improvements P0 High priority - Must do! labels Feb 14, 2025
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Labels
cuda.core Everything related to the cuda.core module enhancement Any code-related improvements P0 High priority - Must do!
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