SambaTune documentation

SambaTune is a tool for profiling and performance tuning of applications that are running on SambaNova DataScale hardware. This documentation helps you get started and includes:

SambaTune release notes
Instructions for installing and running SambaTune and an overview of a typical workflow.
Instructions and workflow for exploring and comparing model runs.
A reference to the reports that the tool generates.

Concepts and workflows

The image on the right shows how SambaTune helps you iteratively find bottlenecks and improve performance.

SambaTune in context. Learn about the basics and understand the conceptual workflow.
Workflow overview. Explore diagrams and step-by-step instructions with screenshots to see how we use SambaTune at SambaNova.

Install and run

Install SambaTune. Learn about installing the SambaTune package on your SambaNova hardware.
Run SambaTune and examine reports. Run a sample application and examine related reports.

SambaTune GUI

Explore with the SambaTune GUI.
- Learn about examining analytics for your model run.
- Compare runs to understand how to pick the best arguments.

SambaTune reports and logs

Explore SambaTune reports.
- Learn about the different reports included with SambaTune and drill down to individual reports.
- Check the high-level status, debugging errors, and substep information in SambaTune logs.