Use block-scoped atomics in BlockHistogramAtomic on SM 60+#8162
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NitishNaineni wants to merge 1 commit intoNVIDIA:mainfrom
Open
Use block-scoped atomics in BlockHistogramAtomic on SM 60+#8162NitishNaineni wants to merge 1 commit intoNVIDIA:mainfrom
NitishNaineni wants to merge 1 commit intoNVIDIA:mainfrom
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miscco
requested changes
Mar 25, 2026
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+56
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+58
| NV_IF_TARGET(NV_PROVIDES_SM_60, | ||
| (atomicAdd_block(histogram + items[i], 1);), | ||
| (atomicAdd(histogram + items[i], 1);)); |
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We only suppport SM75 and up, so this should just be
Suggested change
| NV_IF_TARGET(NV_PROVIDES_SM_60, | |
| (atomicAdd_block(histogram + items[i], 1);), | |
| (atomicAdd(histogram + items[i], 1);)); | |
| atomicAdd_block(histogram + items[i], 1); |
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We do accept PRs that add/maintain support for older architectures though. So this change is fine. But we are also fine with just the version that @miscco suggested.
@NitishNaineni I leave the choice to you whether you maintain the fallback for below SM60 or not.
bernhardmgruber
approved these changes
Mar 25, 2026
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Closes #3357
Summary
atomicAddwithatomicAdd_blockinBlockHistogramAtomic::Compositeon SM 60+ usingNV_IF_TARGET, with fallback toatomicAddon older architectures.agent_histogram.cuh(lines 312, 325, 350).Codegen verification
SASS confirms the scope change on SM 86 (RTX 3080):
RED.E.ADD.STRONG.GPURED.E.ADD.STRONG.SMPerformance was identical on Ampere in my benchmarks (1024 threads × 16 items, per-block global histograms, various bin counts and grid sizes).
Test plan
cub.test.block.histogram.bins_32— all 1512 assertions passedcub.test.block.histogram.bins_256— all 1512 assertions passedcub.test.block.histogram.bins_1024— all 1512 assertions passed