* Analysis database v1.2.0
* `pc_sampling` and `roofline_data` tables should relate to `kernel` table instead of `workload` table
* Remove `kernel_name` fields in `pc_sampling` and `roofline_data` table
* Add kernel existence check for roofline data to prevent KeyError (#2536)
* Initial plan
* Add kernel existence check for roofline data to prevent KeyError
Co-authored-by: vedithal-amd <191402304+vedithal-amd@users.noreply.github.com>
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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: vedithal-amd <191402304+vedithal-amd@users.noreply.github.com>
* Optimize analysis performance
* Refactor database schema: separate metric definitions from kernels
Reorganize the database ORM to decouple metric definitions from kernel
objects. This improves the schema design by:
- Rename Metric -> MetricDefinition and Value -> MetricValue for clarity
- Move metric definitions from kernel-level to workload-level, since
metric definitions are shared across kernels
- Update relationships: MetricDefinition belongs to Workload,
MetricValue
references both MetricDefinition and Kernel
- Refactor metric_view to join through the new schema structure
- Update test fixtures to use renamed table and class names
- Update documentation with new example output using nbody workload
- Regenerate database schema and views diagrams
* Add min amd max aggregation in kernel_view
* Add primary key id from tables into the view
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Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: vedithal-amd <191402304+vedithal-amd@users.noreply.github.com>
* Analysis db changes for visualizer
* Add support for per kernel analysis metrics
* Add support for dispatch timeline visualiztion
* Show median instead of mean of dispatch duration in kernel view
* Add test case to validate analysis db schema
* Analysis db schema updte
* Add Kernel table and make Metric and Dispatch table its children
* Kernel table is a child of Workload table
* Update metric_view to show kernel_name column
* Add disptach timestamps to Dispatch table for dispatch timeline
visualization
* Update kernel_view to show duration_ns_median instead of mean
duration
* Add mean duation in kernel view
* update changelog
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Co-authored-by: Fei Zheng <44449748+feizheng10@users.noreply.github.com>
Analysis data dump
* Add `--output-format` and `--output-name` option to analyze mode
* Remove `--output` and `-save-dfs` option to analyze mode
* Add documentation on `rocpd` output format and analysis database file
* Create sqlite3 database using object relation mapping (ORM) provided
by sqlalchemy library
* Fix metrics config to remove metrics marked as `null`, fix `Unit` header, add
missing `title`
* Add test cases to ensure analysis data dump work
vedithal-amd
