SysSim documentation

Overview of SysSim

Main Components

• System Cost Estimator

  • Predict the runtime and memory consumption of a model program

• Execution Plan Optimizer

  • Transform the model execution plan based on the cost estimation

Applications in AI Infrastructure

• automatic parallelism

• resource scheduling

• performance debugging

Checklist

• Code ✅

• Documentation

  • Installation ✅

  • Quick Start ✅

  • Cost Model ✅

  • Auto-Sharding ✅

• Benchmark ✅

Getting Started

• Install SysSim
• AISysSim Quickstart

Deep Dive

• Cost Model
• Auto Sharding

Benchmark

• Benchmark