AI/rocm-systems
2
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Initial commit

Browse Source
This commit is contained in:
colramos-amd
2022-11-04 14:49:36 -05:00
commit 62d130b458
9127 changed files with 371405 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
src/docs/high_level_design.md
+19
View File
@@ -0,0 +1,19 @@
# Omniperf High Level Design
```eval_rst
.. toctree::
:glob:
:maxdepth: 4
```
The [Omniperf](https://github.com/AMDResearch/omniperf) Tool is architecturally composed of three major components, as shown in the following figure.
- **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.
- **Omniperf Grafana Analyzer**:
- *Grafana database import*: All raw performance counters are imported into the backend MongoDB database for Grafana GUI analysis and visualization.
- *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.
- **Omniperf Standalone GUI Analyzer**: A standalone GUI is provided to enable performance analysis without importing data into the backend database.
![Omniperf Architectual Diagram](images/omniperf_architecture.png)