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August 12, 2026

GPU Pipeline Hazards: Scoreboard Stalls and Warp Divergence

A fine kernel can still profile poorly: warp divergence taxes throughput ~1/N; alone on a long scoreboard wait, SM issue util can hit 0%. Interactive demos.

cuda gpu performance warps scoreboard divergence sm

5 min readConcept