User guide

• Main Substra concepts
  • Assets
  • Compute plan and tasks
  • Permissions
  • Parallelization
  • Compute plan execution - deployed mode
• How to test code and understand errors
  • Test your assets locally without Substra
  • Run tasks locally with the local mode
  • Debug tasks running in subprocess mode with pdb
  • Test remote assets locally with the hybrid mode
  • Debug on a deployed platform
• GPU usage
  • For Substra
  • For Torch use cases in SubstraFL
• Substra Tools
• Performance monitoring in local mode
  • Performance monitoring using MLFlow
• How-to use R scripts with Substra
  • Preparing the R script
  • Calling the R script from Python
  • Adapting the opener
  • Writing the Dockerfile
  • Wrapping up