20 خطوط
1.1 KiB
Markdown
20 خطوط
1.1 KiB
Markdown
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# Omniperf High Level Design
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```eval_rst
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.. toctree::
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:glob:
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:maxdepth: 4
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```
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The [Omniperf](https://github.com/AMDResearch/omniperf) Tool is architecturally composed of three major components, as shown in the following figure.
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- **Omniperf Profiling**: Acquire raw performance counters via application replay based on the [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler). A set of MI200 specific micro benchmarks are also run to acquire the hierarchical roofline data.
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- **Omniperf Grafana Analyzer**:
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- *Grafana database import*: All raw performance counters are imported into the backend MongoDB database for Grafana GUI analysis and visualization.
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- *Grafana GUI Analyzer*: A Grafana dashboard is designed to retrieve the raw counters info from the backend database. It also creates the relevant performance metrics and visualization.
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- **Omniperf Standalone GUI Analyzer**: A standalone GUI is provided to enable performance analysis without importing data into the backend database.
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