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Getting Started

• Introduction
  • Library Design
    • SmartSim (infrastructure library)
    • SmartRedis (Client Library)
• Basic Installation
  • Prerequisites
    • Basic
    • GPU Support
  • Supported Versions
    • MacOS-only
  • SmartSim
    • Step 1: Install Python Package
    • Step 2: Build SmartSim
  • SmartRedis
    • Build SmartRedis Library (C++, C, Fortran)
  • From Source
    • Install SmartSim from Source
    • Build the SmartRedis library
• Installation on specific platforms
• Customizing environment variables
  • Compiler environment
  • CUDA-related
• GPU dependencies (non-root)
• HPE Cray supercomputers
• Cheyenne at NCAR
• Summit at OLCF
• Site Installation
• Community
  • Need Help?
  • How to Connect?
  • How to Behave?
• Contributing Examples
  • What Is the SmartSim Zoo?
    • The Two Categories of the SmartSim Zoo
  • How To Contribute
  • Existing Examples
  • Summary of SmartSim Application Examples

Tutorials

• Getting Started
  • Experiments and Models
  • Ensembles
  • Orchestrator
  • Ensembles using SmartRedis
• Online Analysis
  • Lattice Boltzmann Simulation
  • Integrating SmartRedis
  • Starting the Experiment
  • Running the Simulation
  • Online Visualization
• Online Inference
  • Installing the ML backends
  • Starting the Database for Inference
  • Using PyTorch
  • Using TorchScript
  • Using ONNX
• Co-Located Deployment
• Online Training
  • 2D Heat Diffusion and Steady State
• The Surrogate Model
  • Model Topology
  • Integrating SmartRedis and SmartSim in the Simulation
  • Starting the Experiment
  • Running an Ensemble of Simulations
  • Using SmartSim to Train the Neural Network
  • Progress Visualization

SmartSim

• Experiments
  • Model
  • Ensemble
• Orchestrator
  • Cluster Orchestrator
  • Co-located Orchestrator
  • Redis
  • KeyDB
• Launchers
  • Local
  • Slurm
  • PBSPro
  • Cobalt
  • LSF
• SmartSim API
  • Experiment
  • Settings
  • Orchestrator
  • Model
  • Ensemble
  • Machine Learning
  • Slurm

SmartRedis

• SmartRedis
• Integrating into a Simulation
  • Overview
  • Initialization
  • Main loop
  • Full example
• Python
  • Tensors
  • Datasets
  • Models
  • Scripts
• C++
  • Tensors
  • DataSets
  • Models
  • Scripts
  • Parallel (MPI) execution
• Fortran
  • Tensors
  • Datasets
  • Models
  • Scripts
  • Parallel (MPI) execution
• Data Structures
  • Tensor
  • Dataset
  • Model
  • Script
• DataSet Conversions
  • Xarray DataSet Conversions
• Runtime Requirements
  • Setting Redis Database Location
  • Logging Environment Variables
  • Ensemble Environment Variables
  • Model Execution Environment Variable
  • Connection and Command Execution Environment Variables
• SmartRedis API
  • Python
  • C++
  • C
  • Fortran

Reference

• Changelog
  • SmartSim
  • SmartRedis
• Code of Conduct
• Developer
  • Building the Documentation
  • Testing SmartSim
  • Testing SmartRedis
  • Git Workflow
  • Python Guidelines
  • Editor Suggestions
• Testing
  • SmartSim
  • SmartRedis
  • Continuous Integration (CI)

Indices and tables

• Search Page

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