Profiling and debugging

2024-12-03

3 min read time

Applies to Linux

This section provides an index for further documentation on profiling and debugging tools and their common usage patterns.

See AMD Instinct MI300X™ workload optimization for a conceptual summary of the workload profiling workflow for ROCm applications on AMD hardware – including fine-tuning LLMs.

There, you’ll find information on higher-level and kernel-level profiling tools as well as other profiling and debugging suggestions.

• PyTorch Profiler

• ROCm profiling tools

  • ROCProfiler

  • ROCm Compute Profiler

  • ROCm Systems Profiler

• ROCr Debug Agent