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2.5.0

Introduction

  • What is Federated Learning?
  • NVIDIA FLARE Overview
  • What’s New
  • Getting Started

Guides

  • Example Applications
  • Real-World Federated Learning
  • User Guide
  • Programming Guide
  • Programming Best Practices

Miscellaneous

  • Frequently Asked Questions
  • Publications and Talks
  • Contributing
  • API
    • nvflare package
      • Subpackages
        • nvflare.apis package
        • nvflare.app_common package
        • nvflare.app_opt package
          • Subpackages
            • nvflare.app_opt.confidential_computing package
            • nvflare.app_opt.flower package
            • nvflare.app_opt.he package
            • nvflare.app_opt.lightning package
            • nvflare.app_opt.psi package
            • nvflare.app_opt.pt package
            • nvflare.app_opt.sklearn package
            • nvflare.app_opt.statistics package
            • nvflare.app_opt.tf package
              • Subpackages
                • nvflare.app_opt.tf.job_config package
              • Submodules
                • nvflare.app_opt.tf.client_api_launcher_executor module
                • nvflare.app_opt.tf.fedopt_ctl module
                • nvflare.app_opt.tf.fedprox_loss module
                • nvflare.app_opt.tf.in_process_client_api_executor module
                • nvflare.app_opt.tf.model_persistor module
                • nvflare.app_opt.tf.params_converter module
                • nvflare.app_opt.tf.scaffold module
                • nvflare.app_opt.tf.utils module
              • Module contents
            • nvflare.app_opt.tracking package
            • nvflare.app_opt.xgboost package
          • Module contents
        • nvflare.client package
        • nvflare.dashboard package
        • nvflare.fuel package
        • nvflare.fuel_opt package
        • nvflare.ha package
        • nvflare.job_config package
        • nvflare.lighter package
        • nvflare.private package
        • nvflare.security package
        • nvflare.tool package
        • nvflare.utils package
        • nvflare.widgets package
      • Submodules
      • Module contents
  • Glossary
NVIDIA FLARE
  • nvflare
  • nvflare package
  • nvflare.app_opt package
  • nvflare.app_opt.tf package
  • Edit on GitHub

nvflare.app_opt.tf package¶

Subpackages¶

  • nvflare.app_opt.tf.job_config package
    • Submodules
      • nvflare.app_opt.tf.job_config.base_fed_job module
      • nvflare.app_opt.tf.job_config.fed_avg module
      • nvflare.app_opt.tf.job_config.model module
    • Module contents

Submodules¶

  • nvflare.app_opt.tf.client_api_launcher_executor module
    • TFClientAPILauncherExecutor
      • TFClientAPILauncherExecutor.initialize()
  • nvflare.app_opt.tf.fedopt_ctl module
  • nvflare.app_opt.tf.fedprox_loss module
  • nvflare.app_opt.tf.in_process_client_api_executor module
    • TFInProcessClientAPIExecutor
  • nvflare.app_opt.tf.model_persistor module
  • nvflare.app_opt.tf.params_converter module
    • KerasModelToNumpyParamsConverter
      • KerasModelToNumpyParamsConverter.convert()
    • NumpyToKerasModelParamsConverter
      • NumpyToKerasModelParamsConverter.convert()
  • nvflare.app_opt.tf.scaffold module
  • nvflare.app_opt.tf.utils module
    • flat_layer_weights_dict()
    • unflat_layer_weights_dict()

Module contents¶

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