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John Shumway 270b1445b1 [rocm-libraries] ROCm/rocm-libraries#4259 (commit 223d90c)
Add multi-file trace parsing and analysis pipeline
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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.
2026-02-17 21:14:11 +00:00
..