Get Started with SambaTune

SambaTune is a tool for profiling, debugging and tuning performance of applications that are running on the SambaNova DataScale® hardware. The tool helps you find bottlenecks and improve performance.

SambaTune automates:

  • Collection of hardware performance counters

  • Metrics aggregation

  • Report generation and visualization

  • Benchmarking of the application to compute average throughput over several runs.

SambaTune in the SambaNova workflow

Here’s an overview of how SambaTune fits into the SambaNova workflow:

SambaTune - Performance Profiler Diagram

Users report that SambaTune has helped them with performance bottleneck analysis and tuning and make them successful with SambaNova.

To learn about a typical SambaTune workflow, see Workflow overview.