composable_kernel

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assistant-librarian[bot] a2d139ee59 Add multi-file trace parsing and analysis pipeline (#4259 )

Extends build time analysis from ROCm/composable_kernel#3644 to handle
multiple trace files across build directories (see #4229):

- pipeline.py: Generic pipeline framework with fluent interface for
composable data processing. Provides parallel processing, progress
tracking, and error handling independent of trace-specific code.
Processes thousands of trace files at default resolution in minutes,
aggregating results into in-memory DataFrames for analysis.
- parse_build.py: Parse all trace files in a build directory
- build_analysis_example.ipynb: Demonstrates pipeline aggregation across
all build files

The pipeline design improves capability (composable operations),
performance (parallel processing), and user-friendliness (fluent API) of
the analysis modules. It enables analyzing compilation patterns across
the entire codebase with all trace data available in pandas DataFrames
for interactive exploration.

---
🔁 Imported from
[ROCm/composable_kernel#3704](https://github.com/ROCm/composable_kernel/pull/3704)
🧑‍💻 Originally authored by @shumway

Co-authored-by: John Shumway <jshumway@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>

2026-02-17 13:13:19 -08:00

__init__.py

Add multi-file trace parsing and analysis pipeline (#4259 )

2026-02-17 13:13:19 -08:00

build_helpers.py

Add multi-file trace parsing and analysis pipeline (#4259 )

2026-02-17 13:13:19 -08:00

parse_build.py

Add multi-file trace parsing and analysis pipeline (#4259 )

2026-02-17 13:13:19 -08:00

parse_file.py

Add multi-file trace parsing and analysis pipeline (#4259 )