nvflare.app_common package

Subpackages

• nvflare.app_common.abstract package
  • Submodules
    • nvflare.app_common.abstract.aggregator module
      • Aggregator
    • nvflare.app_common.abstract.fl_model module
      • FLModel
      • FLModelConst
      • MetaKey
      • ParamsType
    • nvflare.app_common.abstract.formatter module
      • Formatter
    • nvflare.app_common.abstract.init_final_component module
      • InitFinalArgsComponent
      • InitFinalComponent
    • nvflare.app_common.abstract.launcher module
      • Launcher
      • LauncherRunStatus
    • nvflare.app_common.abstract.learnable module
      • Learnable
    • nvflare.app_common.abstract.learnable_persistor module
      • LearnablePersistor
    • nvflare.app_common.abstract.learner_spec module
      • Learner
    • nvflare.app_common.abstract.metric_comparator module
      • MetricComparator
    • nvflare.app_common.abstract.model module
      • ModelLearnable
      • ModelLearnableKey
      • make_model_learnable()
      • model_learnable_to_dxo()
      • validate_model_learnable()
    • nvflare.app_common.abstract.model_learner module
      • ModelLearner
    • nvflare.app_common.abstract.model_locator module
      • ModelLocator
    • nvflare.app_common.abstract.model_persistor module
      • ModelPersistor
    • nvflare.app_common.abstract.model_processor module
      • ModelProcessor
    • nvflare.app_common.abstract.params_converter module
      • ParamsConverter
    • nvflare.app_common.abstract.persistor_filter module
      • PersistorFilter
    • nvflare.app_common.abstract.response_processor module
      • ResponseProcessor
    • nvflare.app_common.abstract.shareable_generator module
      • ShareableGenerator
    • nvflare.app_common.abstract.statistics_spec module
      • Bin
      • BinRange
      • DataType
      • Feature
      • Histogram
      • HistogramType
      • StatisticConfig
      • Statistics
    • nvflare.app_common.abstract.statistics_writer module
      • StatisticsWriter
    • nvflare.app_common.abstract.task_handler module
      • TaskHandler
  • Module contents
• nvflare.app_common.aggregators package
  • Submodules
    • nvflare.app_common.aggregators.accumulate_model_aggregator module
      • AccumulateWeightedAggregator()
    • nvflare.app_common.aggregators.assembler module
      • Assembler
    • nvflare.app_common.aggregators.collect_and_assemble_aggregator module
      • CollectAndAssembleAggregator
    • nvflare.app_common.aggregators.dxo_aggregator module
      • DXOAggregator
    • nvflare.app_common.aggregators.dxo_collector module
      • DXOCollector
    • nvflare.app_common.aggregators.intime_accumulate_model_aggregator module
      • InTimeAccumulateWeightedAggregator
    • nvflare.app_common.aggregators.weighted_aggregation_helper module
      • WeightedAggregationHelper
  • Module contents
    • AccumulateWeightedAggregator()
    • InTimeAccumulateWeightedAggregator
      • InTimeAccumulateWeightedAggregator.accept()
      • InTimeAccumulateWeightedAggregator.aggregate()
      • InTimeAccumulateWeightedAggregator.handle_event()
• nvflare.app_common.app_defined package
  • Submodules
    • nvflare.app_common.app_defined.aggregator module
      • AppDefinedAggregator
    • nvflare.app_common.app_defined.component_base module
      • ComponentBase
    • nvflare.app_common.app_defined.model_persistor module
      • AppDefinedModelPersistor
    • nvflare.app_common.app_defined.shareable_generator module
      • AppDefinedShareableGenerator
  • Module contents
• nvflare.app_common.ccwf package
  • Subpackages
    • nvflare.app_common.ccwf.comps package
      • Submodules
      • Module contents
  • Submodules
    • nvflare.app_common.ccwf.ccwf_job module
      • CCWFJob
      • CrossSiteEvalConfig
      • CyclicClientConfig
      • CyclicServerConfig
      • SwarmClientConfig
      • SwarmServerConfig
      • validate_object_for_job()
    • nvflare.app_common.ccwf.client_controller_executor module
      • ClientControllerExecutor
    • nvflare.app_common.ccwf.client_ctl module
      • ClientSideController
    • nvflare.app_common.ccwf.common module
      • Constant
      • CyclicOrder
      • ModelType
      • NumberMetricComparator
      • ResultType
      • StatusReport
      • make_task_name()
      • rotate_to_front()
      • status_report_from_dict()
      • topic_for_end_workflow()
    • nvflare.app_common.ccwf.cse_client_ctl module
      • CrossSiteEvalClientController
    • nvflare.app_common.ccwf.cse_server_ctl module
      • CrossSiteEvalServerController
    • nvflare.app_common.ccwf.cyclic_client_ctl module
      • CyclicClientController
    • nvflare.app_common.ccwf.cyclic_server_ctl module
      • CyclicServerController
    • nvflare.app_common.ccwf.server_ctl module
      • ClientStatus
      • ServerSideController
    • nvflare.app_common.ccwf.swarm_client_ctl module
      • Gatherer
      • SwarmClientController
    • nvflare.app_common.ccwf.swarm_server_ctl module
      • SwarmServerController
    • nvflare.app_common.ccwf.val_result_manager module
      • EvalResultManager
  • Module contents
• nvflare.app_common.decomposers package
  • Submodules
    • nvflare.app_common.decomposers.common_decomposers module
      • FLModelDecomposer
      • register()
    • nvflare.app_common.decomposers.numpy_decomposers module
      • Float32ScalarDecomposer
      • Float64ScalarDecomposer
      • Int32ScalarDecomposer
      • Int64ScalarDecomposer
      • NumpyArrayDecomposer
      • NumpyScalarDecomposer
      • register()
  • Module contents
• nvflare.app_common.executors package
  • Subpackages
    • nvflare.app_common.executors.statistics package
      • Submodules
      • Module contents
  • Submodules
    • nvflare.app_common.executors.client_api_launcher_executor module
      • ClientAPILauncherExecutor
    • nvflare.app_common.executors.error_handling_executor module
      • ErrorHandlingExecutor
    • nvflare.app_common.executors.in_process_client_api_executor module
      • InProcessClientAPIExecutor
    • nvflare.app_common.executors.ipc_exchanger module
      • IPCExchanger
    • nvflare.app_common.executors.launcher_executor module
      • LauncherExecutor
    • nvflare.app_common.executors.learner_executor module
      • LearnerExecutor
    • nvflare.app_common.executors.model_learner_executor module
      • ModelLearnerExecutor
    • nvflare.app_common.executors.multi_process_executor module
      • MultiProcessExecutor
      • WorkerComponentBuilder
    • nvflare.app_common.executors.splitnn_learner_executor module
      • SplitNNLearnerExecutor
    • nvflare.app_common.executors.task_exchanger module
      • TaskExchanger
    • nvflare.app_common.executors.task_script_runner module
      • TaskScriptRunner
      • log_print()
  • Module contents
• nvflare.app_common.filters package
  • Submodules
    • nvflare.app_common.filters.convert_weights module
      • ConvertWeights
    • nvflare.app_common.filters.dxo_blocker module
      • DXOBlocker
    • nvflare.app_common.filters.exclude_vars module
      • ExcludeVars
    • nvflare.app_common.filters.percentile_privacy module
      • PercentilePrivacy
    • nvflare.app_common.filters.statistics_privacy_filter module
      • StatisticsPrivacyFilter
    • nvflare.app_common.filters.svt_privacy module
      • SVTPrivacy
  • Module contents
    • ExcludeVars
      • ExcludeVars.process_dxo()
    • PercentilePrivacy
      • PercentilePrivacy.process_dxo()
    • SVTPrivacy
      • SVTPrivacy.process_dxo()
• nvflare.app_common.homomorphic_encryption package
  • Submodules
    • nvflare.app_common.homomorphic_encryption.he_intime_accumulate_model_aggregator module
    • nvflare.app_common.homomorphic_encryption.he_model_decryptor module
    • nvflare.app_common.homomorphic_encryption.he_model_encryptor module
    • nvflare.app_common.homomorphic_encryption.he_model_shareable_generator module
    • nvflare.app_common.homomorphic_encryption.he_pt_model_reader_writer module
    • nvflare.app_common.homomorphic_encryption.homomorphic_encrypt module
  • Module contents
• nvflare.app_common.hub package
  • Submodules
    • nvflare.app_common.hub.hub_app_deployer module
      • HubAppDeployer
    • nvflare.app_common.hub.hub_controller module
      • BcastOperator
      • HubController
      • RelayOperator
    • nvflare.app_common.hub.hub_executor module
      • HubExecutor
  • Module contents
• nvflare.app_common.job_schedulers package
  • Submodules
    • nvflare.app_common.job_schedulers.job_scheduler module
      • DefaultJobScheduler
  • Module contents
• nvflare.app_common.launchers package
  • Submodules
    • nvflare.app_common.launchers.subprocess_launcher module
      • SubprocessLauncher
      • log_subprocess_output()
  • Module contents
• nvflare.app_common.metrics_exchange package
  • Submodules
    • nvflare.app_common.metrics_exchange.metrics_sender module
      • MetricsSender
  • Module contents
• nvflare.app_common.model_locator package
  • Submodules
    • nvflare.app_common.model_locator.list_model_locator module
      • ListModelLocator
  • Module contents
• nvflare.app_common.np package
  • Submodules
    • nvflare.app_common.np.constants module
      • NPConstants
    • nvflare.app_common.np.np_formatter module
      • NPFormatter
    • nvflare.app_common.np.np_model_locator module
      • NPModelLocator
    • nvflare.app_common.np.np_model_persistor module
      • NPModelPersistor
    • nvflare.app_common.np.np_trainer module
      • NPTrainer
    • nvflare.app_common.np.np_validator module
      • NPValidator
  • Module contents
• nvflare.app_common.psi package
  • Subpackages
    • nvflare.app_common.psi.dh_psi package
      • Submodules
      • Module contents
  • Submodules
    • nvflare.app_common.psi.file_psi_writer module
      • FilePSIWriter
    • nvflare.app_common.psi.psi_controller module
      • PSIController
    • nvflare.app_common.psi.psi_executor module
      • PSIExecutor
    • nvflare.app_common.psi.psi_spec module
      • PSI
    • nvflare.app_common.psi.psi_workflow_spec module
      • PSIWorkflow
    • nvflare.app_common.psi.psi_writer_spec module
      • PSIWriter
  • Module contents
• nvflare.app_common.pt package
  • Submodules
    • nvflare.app_common.pt.pt_ditto module
    • nvflare.app_common.pt.pt_fed_utils module
    • nvflare.app_common.pt.pt_fedopt module
    • nvflare.app_common.pt.pt_fedproxloss module
    • nvflare.app_common.pt.pt_file_model_locator module
    • nvflare.app_common.pt.pt_file_model_persistor module
    • nvflare.app_common.pt.pt_model_reader_writer module
    • nvflare.app_common.pt.pt_multi_process_executor module
    • nvflare.app_common.pt.pt_scaffold module
    • nvflare.app_common.pt.tb_receiver module
  • Module contents
• nvflare.app_common.resource_consumers package
  • Submodules
    • nvflare.app_common.resource_consumers.gpu_resource_consumer module
      • GPUResourceConsumer
    • nvflare.app_common.resource_consumers.list_resource_consumer module
      • ListResourceConsumer
  • Module contents
• nvflare.app_common.resource_managers package
  • Submodules
    • nvflare.app_common.resource_managers.auto_clean_resource_manager module
      • AutoCleanResourceManager
    • nvflare.app_common.resource_managers.gpu_resource_manager module
      • GPUResource
      • GPUResourceManager
    • nvflare.app_common.resource_managers.list_resource_manager module
      • ListResourceManager
  • Module contents
• nvflare.app_common.response_processors package
  • Submodules
    • nvflare.app_common.response_processors.global_weights_initializer module
      • GlobalWeightsInitializer
      • WeightMethod
  • Module contents
• nvflare.app_common.shareablegenerators package
  • Submodules
    • nvflare.app_common.shareablegenerators.full_model_shareable_generator module
      • FullModelShareableGenerator
  • Module contents
    • FullModelShareableGenerator
      • FullModelShareableGenerator.learnable_to_shareable()
      • FullModelShareableGenerator.shareable_to_learnable()
• nvflare.app_common.state_persistors package
  • Submodules
    • nvflare.app_common.state_persistors.storage_state_persistor module
      • StorageStatePersistor
  • Module contents
• nvflare.app_common.statistics package
  • Submodules
    • nvflare.app_common.statistics.hierarchical_numeric_stats module
      • accumulate_hierarchical_metrics()
      • bins_to_dict()
      • create_output_structure()
      • filter_numeric_features()
      • get_client_hierarchy()
      • get_global_stats()
      • get_hierarchical_histograms()
      • get_hierarchical_levels()
      • get_hierarchical_means()
      • get_hierarchical_mins_or_maxs()
      • get_hierarchical_stddevs()
      • get_initial_structure()
      • get_output_structure()
      • update_output_strcture()
    • nvflare.app_common.statistics.histogram_bins_cleanser module
      • HistogramBinsCleanser
    • nvflare.app_common.statistics.json_stats_file_persistor module
      • JsonStatsFileWriter
    • nvflare.app_common.statistics.min_count_cleanser module
      • MinCountCleanser
    • nvflare.app_common.statistics.min_max_cleanser module
      • AddNoiseToMinMax
    • nvflare.app_common.statistics.numeric_stats module
      • accumulate_hists()
      • accumulate_metrics()
      • bins_to_dict()
      • filter_numeric_features()
      • get_global_feature_data_types()
      • get_global_stats()
      • get_means()
      • get_min_or_max_values()
    • nvflare.app_common.statistics.numpy_utils module
      • NpEncoder
      • dtype_to_data_type()
      • get_std_histogram_buckets()
    • nvflare.app_common.statistics.statisitcs_objects_decomposer module
      • BinDecomposer
      • BinRangeDecomposer
      • DataTypeDecomposer
      • FeatureDecomposer
      • HistogramDecomposer
      • HistogramTypeDecomposer
      • StatisticConfigDecomposer
      • fobs_registration()
    • nvflare.app_common.statistics.statistics_config_utils module
      • get_feature_bin_range()
    • nvflare.app_common.statistics.statistics_privacy_cleanser module
      • StatisticsPrivacyCleanser
  • Module contents
• nvflare.app_common.storages package
  • Submodules
    • nvflare.app_common.storages.filesystem_storage module
      • FilesystemStorage
  • Module contents
• nvflare.app_common.tie package
  • Submodules
    • nvflare.app_common.tie.applet module
      • Applet
    • nvflare.app_common.tie.cli_applet module
      • CLIApplet
    • nvflare.app_common.tie.connector module
      • Connector
    • nvflare.app_common.tie.controller module
      • TieController
    • nvflare.app_common.tie.defs module
      • Constant
    • nvflare.app_common.tie.executor module
      • TieExecutor
    • nvflare.app_common.tie.process_mgr module
      • CommandDescriptor
      • ProcessManager
      • start_process()
    • nvflare.app_common.tie.py_applet module
      • PyApplet
      • PyRunner
  • Module contents
• nvflare.app_common.tracking package
  • Submodules
    • nvflare.app_common.tracking.log_writer module
      • LogWriter
    • nvflare.app_common.tracking.track_exception module
      • ExpTrackingException
    • nvflare.app_common.tracking.tracker_types module
      • LogWriterName
      • TrackConst
  • Module contents
• nvflare.app_common.utils package
  • Submodules
    • nvflare.app_common.utils.component_utils module
      • check_component_type()
    • nvflare.app_common.utils.file_utils module
      • get_ext_format()
      • get_file_ext()
      • get_file_format()
    • nvflare.app_common.utils.fl_component_wrapper module
      • FLComponentWrapper
    • nvflare.app_common.utils.fl_model_utils module
      • FLModelUtils
    • nvflare.app_common.utils.json_utils module
      • ObjectEncoder
    • nvflare.app_common.utils.math_utils module
      • parse_compare_criteria()
  • Module contents
• nvflare.app_common.widgets package
  • Submodules
    • nvflare.app_common.widgets.convert_to_fed_event module
      • ConvertToFedEvent
    • nvflare.app_common.widgets.event_recorder module
      • ClientEventRecorder
      • EventRecorder
      • ServerEventRecorder
    • nvflare.app_common.widgets.external_configurator module
      • ExternalConfigurator
    • nvflare.app_common.widgets.intime_model_selector module
      • IntimeModelSelectionHandler
      • IntimeModelSelector
    • nvflare.app_common.widgets.metric_relay module
      • MetricRelay
    • nvflare.app_common.widgets.streaming module
      • AnalyticsReceiver
      • AnalyticsSender
    • nvflare.app_common.widgets.validation_json_generator module
      • ValidationJsonGenerator
  • Module contents
• nvflare.app_common.workflows package
  • Submodules
    • nvflare.app_common.workflows.base_fedavg module
      • BaseFedAvg
    • nvflare.app_common.workflows.base_model_controller module
      • BaseModelController
    • nvflare.app_common.workflows.broadcast_and_process module
      • BroadcastAndProcess
    • nvflare.app_common.workflows.broadcast_operator module
      • BroadcastAndWait
    • nvflare.app_common.workflows.cmd_task_controller module
      • CmdTaskController
    • nvflare.app_common.workflows.cross_site_eval module
      • CrossSiteEval
    • nvflare.app_common.workflows.cross_site_model_eval module
      • CrossSiteModelEval
    • nvflare.app_common.workflows.cyclic module
      • Cyclic
    • nvflare.app_common.workflows.cyclic_ctl module
      • CyclicController
      • RelayOrder
    • nvflare.app_common.workflows.error_handling_controller module
      • ErrorHandlingController
    • nvflare.app_common.workflows.etl_controller module
      • ETLController
    • nvflare.app_common.workflows.fedavg module
      • FedAvg
    • nvflare.app_common.workflows.global_model_eval module
      • GlobalModelEval
    • nvflare.app_common.workflows.hierarchical_statistics_controller module
      • HierarchicalStatisticsController
    • nvflare.app_common.workflows.initialize_global_weights module
      • InitializeGlobalWeights
    • nvflare.app_common.workflows.model_controller module
      • ModelController
    • nvflare.app_common.workflows.scaffold module
      • Scaffold
      • scaffold_aggregate_fn()
    • nvflare.app_common.workflows.scatter_and_gather module
      • ScatterAndGather
    • nvflare.app_common.workflows.scatter_and_gather_scaffold module
      • ScatterAndGatherScaffold
    • nvflare.app_common.workflows.splitnn_workflow module
      • SplitNNConstants
      • SplitNNController
      • SplitNNDataKind
    • nvflare.app_common.workflows.statistics_controller module
      • StatisticsController
  • Module contents

Submodules

• nvflare.app_common.app_constant module
  • AlgorithmConstants
    • AlgorithmConstants.SCAFFOLD_CTRL_AGGREGATOR_ID
    • AlgorithmConstants.SCAFFOLD_CTRL_DIFF
    • AlgorithmConstants.SCAFFOLD_CTRL_GLOBAL
  • AppConstants
    • AppConstants.AGGREGATION_ACCEPTED
    • AppConstants.AGGREGATION_RESULT
    • AppConstants.AGGREGATION_TRIGGERED
    • AppConstants.CKPT_PRELOAD_PATH
    • AppConstants.CLIENT_UNKNOWN
    • AppConstants.CONFIG_PATH
    • AppConstants.CONTRIBUTION_CLIENT
    • AppConstants.CONTRIBUTION_ROUND
    • AppConstants.CROSS_VAL_CLIENT_MODEL
    • AppConstants.CROSS_VAL_DIR
    • AppConstants.CROSS_VAL_MODEL_DIR_NAME
    • AppConstants.CROSS_VAL_MODEL_PATH
    • AppConstants.CROSS_VAL_RESULTS_DIR_NAME
    • AppConstants.CROSS_VAL_RESULTS_PATH
    • AppConstants.CROSS_VAL_SERVER_MODEL
    • AppConstants.CURRENT_LEARNING_RATE
    • AppConstants.CURRENT_ROUND
    • AppConstants.DATA_CLIENT
    • AppConstants.DEFAULT_AGGREGATOR_ID
    • AppConstants.DEFAULT_FORMATTER_ID
    • AppConstants.DEFAULT_MODEL_DIR
    • AppConstants.DEFAULT_MODEL_LOCATOR_ID
    • AppConstants.DEFAULT_PERSISTOR_ID
    • AppConstants.DEFAULT_SHAREABLE_GENERATOR_ID
    • AppConstants.DEVICE
    • AppConstants.DXO
    • AppConstants.FAILURE
    • AppConstants.GLOBAL_MODEL
    • AppConstants.INITIAL_LEARNING_RATE
    • AppConstants.IS_BEST
    • AppConstants.IS_FIRST_ROUND
    • AppConstants.LOCAL_EPOCHS
    • AppConstants.LOG_DIR
    • AppConstants.META_COOKIE
    • AppConstants.META_DATA
    • AppConstants.MODEL_LOAD_PATH
    • AppConstants.MODEL_NAME
    • AppConstants.MODEL_NETWORK
    • AppConstants.MODEL_OWNER
    • AppConstants.MODEL_SAVE_PATH
    • AppConstants.MODEL_TO_VALIDATE
    • AppConstants.MODEL_URL
    • AppConstants.MODEL_WEIGHTS
    • AppConstants.MULTI_GPU
    • AppConstants.MY_RANK
    • AppConstants.NUMBER_OF_GPUS
    • AppConstants.NUM_EPOCHS_CURRENT_ROUND
    • AppConstants.NUM_ROUNDS
    • AppConstants.NUM_TOTAL_EPOCHS
    • AppConstants.NUM_TOTAL_STEPS
    • AppConstants.PARTICIPATING_CLIENTS
    • AppConstants.PHASE
    • AppConstants.PHASE_FINISHED
    • AppConstants.PHASE_INIT
    • AppConstants.PHASE_MODEL_VALIDATION
    • AppConstants.PHASE_TRAIN
    • AppConstants.RECEIVED_MODEL
    • AppConstants.RECEIVED_MODEL_OWNER
    • AppConstants.ROUND
    • AppConstants.START_ROUND
    • AppConstants.STATUS_DONE
    • AppConstants.STATUS_IDLE
    • AppConstants.STATUS_TRAINING
    • AppConstants.STATUS_WAIT
    • AppConstants.SUBMIT_MODEL_FAILURE_REASON
    • AppConstants.SUBMIT_MODEL_NAME
    • AppConstants.TASK_CONFIGURE
    • AppConstants.TASK_END_RUN
    • AppConstants.TASK_GET_WEIGHTS
    • AppConstants.TASK_PROP_CALLBACK
    • AppConstants.TASK_SUBMIT_MODEL
    • AppConstants.TASK_TRAIN
    • AppConstants.TASK_VALIDATION
    • AppConstants.TRAINING_RESULT
    • AppConstants.TRAIN_CONTEXT
    • AppConstants.TRAIN_SHAREABLE
    • AppConstants.VALIDATE_TYPE
    • AppConstants.VALIDATION_RESULT
    • AppConstants.WAIT_AFTER_MIN_CLIENTS
  • DefaultCheckpointFileName
    • DefaultCheckpointFileName.BEST_GLOBAL_MODEL
    • DefaultCheckpointFileName.GLOBAL_MODEL
  • EnvironmentKey
    • EnvironmentKey.CHECKPOINT_DIR
    • EnvironmentKey.CHECKPOINT_FILE_NAME
  • ExecutorTasks
    • ExecutorTasks.CROSS_VALIDATION
    • ExecutorTasks.REPORT_STATUS
    • ExecutorTasks.SUBMIT_BEST
    • ExecutorTasks.TRAIN
    • ExecutorTasks.VALIDATE
  • ModelFormat
    • ModelFormat.KERAS
    • ModelFormat.PT_CHECKPOINT
    • ModelFormat.PT_ONNX
    • ModelFormat.TF_CHECKPOINT
    • ModelFormat.TORCH_SCRIPT
  • ModelName
    • ModelName.BEST_MODEL
    • ModelName.FINAL_MODEL
  • PSIConst
    • PSIConst.BACKWARD
    • PSIConst.BLOOM_FILTER_FPR
    • PSIConst.DIRECTION_KEY
    • PSIConst.FORWARD
    • PSIConst.ITEMS_SIZE
    • PSIConst.ITEMS_SIZE_SET
    • PSIConst.REQUEST_MSG
    • PSIConst.REQUEST_MSG_SET
    • PSIConst.RESPONSE_MSG
    • PSIConst.SETUP_MSG
    • PSIConst.TASK
    • PSIConst.TASK_INTERSECT
    • PSIConst.TASK_KEY
    • PSIConst.TASK_PREPARE
    • PSIConst.TASK_REQUEST
    • PSIConst.TASK_RESPONSE
    • PSIConst.TASK_SETUP
  • StatisticsConstants
    • StatisticsConstants.FED_STATS_PRE_RUN
    • StatisticsConstants.FED_STATS_TASK
    • StatisticsConstants.GLOBAL
    • StatisticsConstants.LOCAL
    • StatisticsConstants.NAME
    • StatisticsConstants.PRE_RUN_RESULT
    • StatisticsConstants.STATISTICS_TASK_KEY
    • StatisticsConstants.STATS_1st_STATISTICS
    • StatisticsConstants.STATS_2nd_STATISTICS
    • StatisticsConstants.STATS_BINS
    • StatisticsConstants.STATS_BIN_RANGE
    • StatisticsConstants.STATS_COUNT
    • StatisticsConstants.STATS_FAILURE_COUNT
    • StatisticsConstants.STATS_FEATURES
    • StatisticsConstants.STATS_GLOBAL_COUNT
    • StatisticsConstants.STATS_GLOBAL_MEAN
    • StatisticsConstants.STATS_HISTOGRAM
    • StatisticsConstants.STATS_MAX
    • StatisticsConstants.STATS_MEAN
    • StatisticsConstants.STATS_MIN
    • StatisticsConstants.STATS_STDDEV
    • StatisticsConstants.STATS_SUM
    • StatisticsConstants.STATS_TARGET_STATISTICS
    • StatisticsConstants.STATS_VAR
    • StatisticsConstants.ordered_statistics
  • ValidateType
    • ValidateType.BEFORE_TRAIN_VALIDATE
    • ValidateType.MODEL_VALIDATE
• nvflare.app_common.app_event_type module
  • AppEventType
    • AppEventType.AFTER_AGGREGATION
    • AppEventType.AFTER_CONTRIBUTION_ACCEPT
    • AppEventType.AFTER_GET_VALIDATION_MODELS
    • AppEventType.AFTER_INITIALIZE
    • AppEventType.AFTER_LEARNABLE_PERSIST
    • AppEventType.AFTER_SEND_BEST_MODEL
    • AppEventType.AFTER_SHAREABLE_TO_LEARNABLE
    • AppEventType.AFTER_SUBMIT_VALIDATION_RESULTS
    • AppEventType.AFTER_TRAIN
    • AppEventType.AFTER_VALIDATE_MODEL
    • AppEventType.BEFORE_AGGREGATION
    • AppEventType.BEFORE_CONTRIBUTION_ACCEPT
    • AppEventType.BEFORE_GET_VALIDATION_MODELS
    • AppEventType.BEFORE_INITIALIZE
    • AppEventType.BEFORE_LEARNABLE_PERSIST
    • AppEventType.BEFORE_SEND_BEST_MODEL
    • AppEventType.BEFORE_SHAREABLE_TO_LEARNABLE
    • AppEventType.BEFORE_SUBMIT_VALIDATION_RESULTS
    • AppEventType.BEFORE_TRAIN
    • AppEventType.BEFORE_TRAIN_TASK
    • AppEventType.BEFORE_VALIDATE_MODEL
    • AppEventType.CROSS_VAL_INIT
    • AppEventType.END_AGGREGATION
    • AppEventType.GLOBAL_BEST_MODEL_AVAILABLE
    • AppEventType.GLOBAL_WEIGHTS_UPDATED
    • AppEventType.INITIAL_MODEL_LOADED
    • AppEventType.LOCAL_BEST_MODEL_AVAILABLE
    • AppEventType.RECEIVE_BEST_MODEL
    • AppEventType.RECEIVE_CONTRIBUTION
    • AppEventType.RECEIVE_VALIDATION_MODEL
    • AppEventType.RECEIVE_VALIDATION_RESULTS
    • AppEventType.ROUND_DONE
    • AppEventType.ROUND_STARTED
    • AppEventType.SEND_MODEL_FOR_VALIDATION
    • AppEventType.SEND_VALIDATION_RESULTS
    • AppEventType.SERVER_RECEIVE_BEST_MODEL
    • AppEventType.SUBMIT_LOCAL_BEST_MODEL
    • AppEventType.TRAINING_FINISHED
    • AppEventType.TRAINING_STARTED
    • AppEventType.TRAIN_DONE
    • AppEventType.VALIDATION_RESULT_RECEIVED
• nvflare.app_common.model_desc module
  • ModelDescriptor

Module contents