nvflare.app_opt.p2p package

Subpackages

• nvflare.app_opt.p2p.controllers package
  • Submodules
    • nvflare.app_opt.p2p.controllers.dist_opt_controller module
      • DistOptController
  • Module contents
• nvflare.app_opt.p2p.executors package
  • Submodules
    • nvflare.app_opt.p2p.executors.base_dist_opt_executor module
      • BaseDistOptExecutor
    • nvflare.app_opt.p2p.executors.consensus module
      • ConsensusExecutor
    • nvflare.app_opt.p2p.executors.distributed_gradient_descent module
      • DGDExecutor
    • nvflare.app_opt.p2p.executors.gradient_tracking module
      • GTExecutor
    • nvflare.app_opt.p2p.executors.gtadam module
      • GTADAMExecutor
    • nvflare.app_opt.p2p.executors.sync_executor module
      • SyncAlgorithmExecutor
  • Module contents
• nvflare.app_opt.p2p.types package
  • Module contents
    • Config
      • Config.extra
      • Config.network
    • LocalConfig
      • LocalConfig.extra
      • LocalConfig.neighbors
    • Neighbor
      • Neighbor.id
      • Neighbor.weight
    • Network
      • Network.nodes
    • Node
      • Node.id
      • Node.neighbors
• nvflare.app_opt.p2p.utils package
  • Submodules
    • nvflare.app_opt.p2p.utils.config_generator module
      • generate_random_network()
    • nvflare.app_opt.p2p.utils.metrics module
      • compute_loss_over_dataset()
    • nvflare.app_opt.p2p.utils.topology module
      • doubly_stochastic_adjacency()
      • get_matrix_steady_state()
    • nvflare.app_opt.p2p.utils.utils module
      • get_device()
  • Module contents

Module contents