* Optimize RDC counter sampling with greedy packing algorithm
This change significantly reduces the number of rocprofiler-sdk sample calls
by implementing a greedy packing algorithm that groups multiple counters into
the minimal number of hardware profiles.
Key improvements:
- Implement greedy packing algorithm to combine counters into minimal profiles
- Add ProfileSet structure to manage packed counter configurations
- Cache packed profile sets for reuse across queries
- Group telemetry field requests by GPU for bulk processing
- Reduce sample calls by ~35% (from 100 to 65 for typical workloads)
Performance impact:
- 13 counters now packed into 3 profiles (77% compression)
- Reduces overhead from profile creation and context switching
- More efficient utilization of hardware counter resources
Implementation details:
- Added create_profiles_for_counters() using greedy algorithm
- Added sample_counters_with_packing() for bulk sampling
- Modified telemetry layer to use rocp_lookup_bulk()
- Preserves all field transformations and special handling
Testing shows successful packing with expected performance gains.
No functional changes to external APIs or behavior.
Co-Authored-By: Ben Welton <bwelton@amd.com>
* Address PR review feedback
This commit addresses all review comments from the initial PR:
1. Fix division by zero risk in debug logging
- Added check for empty counters vector before calculating compression ratio
- Avoids potential division by zero when logging profile creation stats
2. Improve thread safety for statistics tracking
- Changed static uint64_t to std::atomic<uint64_t> for thread-safe counters
- Prevents race conditions in multi-threaded sampling scenarios
3. Remove unused variable
- Removed unused profile_index variable that was incremented but never used
- Cleaned up dead code
4. Clean up code formatting
- Removed extra blank lines for consistency
- Applied formatting fixes across modified files
5. Refactor code duplication between rocp_lookup and rocp_lookup_bulk
- Created apply_field_transformation() helper function
- Eliminates ~70 lines of duplicated switch statement logic
- Centralizes field transformation logic in single location
- Makes future maintenance easier
6. Document non-rocprofiler metrics handling
- Added comments explaining how bulk lookup handles special cases
- Clarifies that non-profiler fields like KFD_ID are handled in transformation
All changes maintain backward compatibility and pass compilation.
Co-Authored-By: Ben Welton <bwelton@amd.com>
---------
Co-authored-by: Ben Welton <bwelton@amd.com>
Co-authored-by: Adam Pryor <61172547+adam360x@users.noreply.github.com>
- Clean up and standardization of MIT licenses after discussion with legal team.
- Update README.md with blurb for top-level files.
- MIT License explicitly mentioned for relevant projects.
- Removal of years.
- Copyright attribution should be to `Advanced Micro Devices, Inc.` and not `AMD ROCm(TM) Software`
- Removal of `All rights reserved.`
- Reduce line width of the text for readability.
- Add clear visual separators for additional licenses.
- Convert text files to markdown format for aforementioned separators.
- Update build scripts to point to renamed files.
- Fixed SMI doc references
Co-authored-by: Maisam Arif <Maisam.Arif@amd.com>
Also force unset HSA_TOOLS_LIB so it doesn't break rocprofiler-sdk
Signed-off-by: Galantsev, Dmitrii <dmitrii.galantsev@amd.com>
[ROCm/rdc commit: e73eaf8115]
NOTE: GPU ordering used is not the same as in HSA/HIP.
GPUs are ordered via amdsmi and then GPU_ID fields are compared to map
GPU partitions to each other.
Change-Id: If379214f5281d7d5ee98515b3e5ba7affc2e2197
Signed-off-by: Galantsev, Dmitrii <dmitrii.galantsev@amd.com>
[ROCm/rdc commit: 85b619b2f0]
Adam Pryor
Yazen AL Musaffar
Benjamin Welton
jonatluu
Swati Rawat
Dmitrii
Maisam Arif
Joseph Macaranas
Galantsev, Dmitrii
Pryor, Adam
Luca Bruni