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ROCm / rocprofiler-compute

Advanced Profiling and Analytics for AMD Hardware
https://rocm.docs.amd.com/projects/omniperf/en/latest/
MIT License
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Workload Characterization Scripts #242

Closed dwchang79 closed 4 months ago

dwchang79 commented 8 months ago

Adding three new workload characterization python scripts: 1) workload-characterization.py - a script that parses omnitrace and omniperf data and analyzes the workload for performance bottlenecks. 2) plot-roofline.py - generates a HTML interactable roofline plot of the workload. 3) plot-characterization.py - generates two plots showing the CPU/GPU end-to-end timing and another showing the GPU bottlenecks.

Documentation can be found here: https://github.com/dwchang79/omniperf/blob/2.x/src/docs/Workload_Characterization_Manual.pdf

coleramos425 commented 4 months ago

Changing PR destination to bottleneck-id branch for testing and development.