Glossary · Term

profiler

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Definition

Plain language

A tool that measures where a running program spends its time, so a developer can find the slow parts.

As stated in the literature

A performance-analysis tool that instruments or samples a program's execution to report per-function time and resource usage; its output (a profiler dump) serves as structured side information for code- and kernel-optimizing agents.

Also called: profiler dump

Why it matters: Without it, developers and code-optimizing agents are guessing about where the slowdowns are instead of measuring them.

For example, it might report that a program spends 80% of its time inside one slow function, telling the developer exactly where to focus.

Heard on the show

“If I give the model the profiler readout and it doesn't help, fine — but how do you get to actively worse than silence?”
Episode 177 — Why Raw Profiler Data Made an AI Worse at Writing GPU Code

Mentioned in 2 episodes

  1. 177
    Why Raw Profiler Data Made an AI Worse at Writing GPU Code
  2. 065
    One Loop to Optimize Them All: A Universal API for LLM-Driven Discovery

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