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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
  • 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.tool package
  • nvflare.tool.job package
  • nvflare.tool.job.config package
  • View page source

nvflare.tool.job.config package

Submodules

  • nvflare.tool.job.config.config_indexer module
    • KeyIndex
      • KeyIndex.component_name
      • KeyIndex.index
      • KeyIndex.key
      • KeyIndex.parent_key
      • KeyIndex.value
    • add_class_defaults_to_key()
    • add_default_values()
    • add_to_indices()
    • build_dict_reverse_order_index()
    • build_list_reverse_order_index()
    • build_reverse_order_index()
    • has_none_primitives_in_list()
    • is_primitive()
    • load_pyhocon_conf()
    • populate_key_component_names()
    • update_index_comp_name()
  • nvflare.tool.job.config.configer module
    • build_config_file_indices()
    • convert_to_number()
    • extract_string_with_index()
    • filter_config_name_and_values()
    • filter_indices()
    • get_app_name_from_path()
    • get_cli_config()
    • get_config_file_path()
    • get_last_token()
    • get_root_index()
    • handle_key_in_path_notation_or_new_key()
    • merge_configs()
    • merge_configs_from_cli()
    • split_array_key()

Module contents

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