KPerfIR is a compiler-centric profiling infrastructure for Triton, demonstrated by a region-based timing tool that improved Triton's FlashAttention-3 by 24.1%.
Cu- daDMA: optimizing GPU memory bandwidth via warp specialization
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KPerfIR: Towards an Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads
KPerfIR is a compiler-centric profiling infrastructure for Triton, demonstrated by a region-based timing tool that improved Triton's FlashAttention-3 by 24.1%.