Welcome to the MLOS documentation!

MLOS is a project to enable autotuning for systems via automated benchmarking including managing the storage and visualization of the results.

See below for additional documentation sections.

Source Tree Documentation

• MLOS
  • Contents
  • Overview
  • Organization
  • Contributing
  • Getting Started
  • Installation
  • See Also
• mlos-core
  • Description
  • Features
• mlos-bench
  • Table of Contents
  • Description
  • Features
  • Quickstart
  • Optimization
  • Analyzing Results
• mlos_viz

API Overview

• MLOS Package APIs Overview
• mlos-core API
  • Optimizers
  • Spaces
• mlos-bench API
  • Main
  • Benchmark Environments
  • Tunable Parameters
  • Service Mix-ins
  • Optimizer Adapters
  • Storage
• mlos-viz API
  • mlos_viz.MlosVizMethod
  • mlos_viz.plot

API Reference

• mlos_core
  • mlos_core package
    • Subpackages
    • Submodules
• mlos_bench
  • mlos_bench package
    • Subpackages
    • Submodules
• mlos_viz
  • mlos_viz package
    • MlosVizMethod
    • ignore_plotter_warnings()
    • plot()
    • Submodules

References

• Github Source Tree