Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning

2026-05-27来源 NVIDIA Developer BlogEnglish
Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning
Image of two men working at a computer.NVIDIA CompileIQ tackles one of the hardest problems in performance engineering: finding the compiler options that unlock the best performance for a specific...Image of two men working at a computer.

NVIDIA CompileIQ tackles one of the hardest problems in performance engineering: finding the compiler options that unlock the best performance for a specific workload. Consider a team that has spent weeks optimizing an LLM inference pipeline on GPUs, tuning batch sizes, quantizing to FP8, adopting flash attention, fusing every kernel they can. The profiler says there’s nothing left to squeeze.

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