Active GPU diagnostic tool that identifies performance bottlenecks
Project description
NVSonar
Active GPU diagnostic tool that identifies performance bottlenecks using micro-probes.
Why NVSonar?
Traditional GPU monitoring tools show utilization percentages. A GPU at 100% could be:
- Actually computing (good)
- Waiting for memory transfers (memory-bound)
- Waiting for PCIe transfers (PCIe-bound)
NVSonar runs targeted CUDA micro-probes to measure actual hardware performance and identify bottlenecks.
License
Apache License 2.0 - see LICENSE for details.
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