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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
  • API Evolution & Recommendations
  • Running Flower in NVIDIA FLARE
  • Experiment Tracking
  • Federated XGBoost
  • Data Preparation & Heterogeneity
  • CLI Tools

Examples & Tutorials

  • Example Applications
  • Tutorials
  • Self-Paced-Training Tutorials
  • Research Papers

Large Models & LLM

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

Edge & Mobile

  • Mobile Training (iOS / Android)
  • Mobile SDK Reference
  • Hierarchical FL
  • Hierarchical Communication and Clients

Deployment & Operations

  • Deployment Overview
  • Provisioning in NVIDIA FLARE
  • Distributed Provisioning
  • NVFLARE Dashboard UI
  • Cloud Deployment
  • Deploy Prepare
  • Running FLARE in Docker
  • Running FLARE in Kubernetes
  • Deploying FLARE on OpenShift
  • Brev Scripted Deployment Quickstart
  • Brev Kubernetes Helm Deployment
  • Preflight Check
  • Operating NVFLARE - Admin Client, Commands, FLARE API
  • Monitoring
  • Logging Configuration
  • Live Log Streaming
  • Site Configuration Metadata
  • System Configuration

Security & Compliance

  • NVIDIA FLARE Security Overview
  • Terminologies and Roles
  • Identity & Access Control
  • Site Policy Management
  • Network & Communication
  • Data Privacy & Filters
  • Differential Privacy
  • Auditing
  • Confidential Computing
  • Security FAQ

Developer Guide

  • Architecture & Developer Guide

Reference

  • API Reference
  • Glossary
  • Publications and Talks
  • Previous Releases of FLARE
  • Contributing
NVIDIA FLARE
  • nvflare
  • nvflare package
  • nvflare.edge package
  • nvflare.edge.tools package
  • View page source

nvflare.edge.tools package

Submodules

  • nvflare.edge.tools.edge_fed_buff_recipe module
    • DeviceManagerConfig
      • DeviceManagerConfig.device_selection_size
      • DeviceManagerConfig.min_hole_to_fill
      • DeviceManagerConfig.device_reuse
    • EdgeFedBuffRecipe
      • EdgeFedBuffRecipe.create_job()
      • EdgeFedBuffRecipe.process_env()
    • EvaluatorConfig
      • EvaluatorConfig.eval_frequency
      • EvaluatorConfig.torchvision_dataset
      • EvaluatorConfig.custom_dataset
    • ModelManagerConfig
      • ModelManagerConfig.max_num_active_model_versions
      • ModelManagerConfig.max_model_version
      • ModelManagerConfig.update_timeout
      • ModelManagerConfig.num_updates_for_model
      • ModelManagerConfig.max_model_history
      • ModelManagerConfig.staleness_weight
      • ModelManagerConfig.global_lr
    • SimulationConfig
      • SimulationConfig.task_processor
      • SimulationConfig.job_timeout
      • SimulationConfig.num_devices
      • SimulationConfig.num_workers
  • nvflare.edge.tools.edge_job module
    • EdgeJob
      • EdgeJob.configure_client()
      • EdgeJob.configure_server()
      • EdgeJob.configure_simulation()
      • EdgeJob.configure_simulation_with_file()
  • nvflare.edge.tools.et_fed_buff_recipe module
    • ETFedBuffRecipe
      • ETFedBuffRecipe.create_job()
  • nvflare.edge.tools.et_job module
    • ETJob

Module contents

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