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Overview

  • Welcome to NVIDIA FLARE
  • NVIDIA FLARE Roadmap
  • What’s New in FLARE v2.8.0
  • Industry Use Cases

Get Started

  • Installation
  • Quick Start Series
  • Migration Guide

User Guide

  • Client API Usage
  • NVFlare Job Recipe
  • Available Recipes
  • FLARE API
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  • Running Flower in NVIDIA FLARE
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  • Federated XGBoost
  • Data Preparation & Heterogeneity
  • CLI Tools

Examples & Tutorials

  • Example Applications
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Large Models & LLM

  • Federated LLM Fine-Tuning
  • Message Quantization
  • Memory Management
  • FLARE Tensor Downloader
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  • Decomposer for Large Objects

Edge & Mobile

  • Mobile Training (iOS / Android)
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Deployment & Operations

  • Deployment Overview
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  • NVFLARE Dashboard UI
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  • Running FLARE in Docker
  • Running FLARE in Kubernetes
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  • Brev Scripted Deployment Quickstart
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  • Preflight Check
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  • Monitoring
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  • Live Log Streaming
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Security & Compliance

  • NVIDIA FLARE Security Overview
  • Terminologies and Roles
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Developer Guide

  • Architecture & Developer Guide

Reference

  • API Reference
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  • Previous Releases of FLARE
  • Contributing
NVIDIA FLARE
  • nvflare
  • nvflare package
  • nvflare.app_common package
  • nvflare.app_common.psi package
  • View page source

nvflare.app_common.psi package

Subpackages

  • nvflare.app_common.psi.dh_psi package
    • Submodules
      • nvflare.app_common.psi.dh_psi.dh_psi_controller module
        • DhPSIController
      • nvflare.app_common.psi.dh_psi.dh_psi_workflow module
        • DhPSIWorkFlow
        • SiteSize
    • Module contents
  • nvflare.app_common.psi.recipes package
    • Submodules
      • nvflare.app_common.psi.recipes.dh_psi module
        • DhPSIRecipe
    • Module contents
      • DhPSIRecipe

Submodules

  • nvflare.app_common.psi.file_psi_writer module
    • FilePSIWriter
      • FilePSIWriter.get_output_path()
      • FilePSIWriter.save()
  • nvflare.app_common.psi.psi_controller module
    • PSIController
      • PSIController.control_flow()
      • PSIController.load_psi_workflow()
      • PSIController.process_result_of_unknown_task()
      • PSIController.start_controller()
      • PSIController.stop_controller()
  • nvflare.app_common.psi.psi_executor module
    • PSIExecutor
      • PSIExecutor.check_psi_algo()
      • PSIExecutor.get_data_kind()
      • PSIExecutor.get_task_handler()
      • PSIExecutor.load_task_handler()
  • nvflare.app_common.psi.psi_spec module
    • PSI
      • PSI.finalize()
      • PSI.get_intersection()
      • PSI.initialize()
      • PSI.load_items()
      • PSI.save()
  • nvflare.app_common.psi.psi_workflow_spec module
    • PSIWorkflow
      • PSIWorkflow.post_process()
      • PSIWorkflow.pre_process()
      • PSIWorkflow.run()
  • nvflare.app_common.psi.psi_writer_spec module
    • PSIWriter
      • PSIWriter.save()

Module contents

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