nvflare.app_common.abstract package

Submodules

• nvflare.app_common.abstract.aggregator module
  • Aggregator
    • Aggregator.accept()
    • Aggregator.aggregate()
    • Aggregator.reset()
• nvflare.app_common.abstract.fl_model module
  • FLModel
    • FLModel.summary()
  • FLModelConst
    • FLModelConst.CURRENT_ROUND
    • FLModelConst.META
    • FLModelConst.METRICS
    • FLModelConst.OPTIMIZER_PARAMS
    • FLModelConst.PARAMS
    • FLModelConst.PARAMS_TYPE
    • FLModelConst.START_ROUND
    • FLModelConst.TOTAL_ROUNDS
  • MetaKey
  • ParamsType
    • ParamsType.DIFF
    • ParamsType.FULL
• nvflare.app_common.abstract.formatter module
  • Formatter
    • Formatter.format()
• nvflare.app_common.abstract.init_final_component module
  • InitFinalArgsComponent
    • InitFinalArgsComponent.finalize()
    • InitFinalArgsComponent.initialize()
  • InitFinalComponent
    • InitFinalComponent.finalize()
    • InitFinalComponent.initialize()
• nvflare.app_common.abstract.launcher module
  • Launcher
    • Launcher.check_run_status()
    • Launcher.finalize()
    • Launcher.get_app_dir()
    • Launcher.initialize()
    • Launcher.launch_task()
    • Launcher.needs_deferred_stop()
    • Launcher.stop_task()
  • LauncherRunStatus
    • LauncherRunStatus.COMPLETE_FAILED
    • LauncherRunStatus.COMPLETE_SUCCESS
    • LauncherRunStatus.NOT_RUNNING
    • LauncherRunStatus.RUNNING
• nvflare.app_common.abstract.learnable module
  • Learnable
    • Learnable.from_bytes()
    • Learnable.is_empty()
    • Learnable.to_bytes()
• nvflare.app_common.abstract.learnable_persistor module
  • LearnablePersistor
    • LearnablePersistor.load()
    • LearnablePersistor.save()
• nvflare.app_common.abstract.learner_spec module
  • Learner
    • Learner.abort()
    • Learner.finalize()
    • Learner.get_model_for_validation()
    • Learner.initialize()
    • Learner.train()
    • Learner.validate()
• nvflare.app_common.abstract.metric_comparator module
  • MetricComparator
    • MetricComparator.compare()
• nvflare.app_common.abstract.model module
  • ModelLearnable
    • ModelLearnable.is_empty()
  • ModelLearnableKey
    • ModelLearnableKey.META
    • ModelLearnableKey.WEIGHTS
  • make_model_learnable()
  • model_learnable_to_dxo()
  • validate_model_learnable()
• nvflare.app_common.abstract.model_learner module
  • ModelLearner
    • ModelLearner.STATE
    • ModelLearner.configure()
    • ModelLearner.get_model()
    • ModelLearner.train()
    • ModelLearner.validate()
• nvflare.app_common.abstract.model_locator module
  • ModelLocator
    • ModelLocator.get_model_names()
    • ModelLocator.locate_model()
• nvflare.app_common.abstract.model_persistor module
  • ModelPersistor
    • ModelPersistor.get()
    • ModelPersistor.get_model()
    • ModelPersistor.get_model_inventory()
    • ModelPersistor.load()
    • ModelPersistor.load_model()
    • ModelPersistor.save()
    • ModelPersistor.save_model()
• nvflare.app_common.abstract.model_processor module
  • ModelProcessor
    • ModelProcessor.apply_model()
    • ModelProcessor.extract_model()
• nvflare.app_common.abstract.params_converter module
  • ParamsConverter
    • ParamsConverter.convert()
    • ParamsConverter.process()
• nvflare.app_common.abstract.persistor_filter module
  • PersistorFilter
    • PersistorFilter.process_post_get()
    • PersistorFilter.process_post_load()
    • PersistorFilter.process_post_save()
    • PersistorFilter.process_pre_save()
• nvflare.app_common.abstract.response_processor module
  • ResponseProcessor
    • ResponseProcessor.create_task_data()
    • ResponseProcessor.final_process()
    • ResponseProcessor.process_client_response()
• nvflare.app_common.abstract.shareable_generator module
  • ShareableGenerator
    • ShareableGenerator.learnable_to_shareable()
    • ShareableGenerator.shareable_to_learnable()
• nvflare.app_common.abstract.statistics_spec module
  • Bin
    • Bin.high_value
    • Bin.low_value
    • Bin.sample_count
  • BinRange
    • BinRange.max_value
    • BinRange.min_value
  • DataType
    • DataType.BYTES
    • DataType.DATETIME
    • DataType.FLOAT
    • DataType.INT
    • DataType.STRING
    • DataType.STRUCT
  • Feature
    • Feature.data_type
    • Feature.feature_name
  • Histogram
    • Histogram.bins
    • Histogram.hist_name
    • Histogram.hist_type
  • HistogramType
    • HistogramType.QUANTILES
    • HistogramType.STANDARD
  • StatisticConfig
    • StatisticConfig.config
    • StatisticConfig.name
  • Statistics
    • Statistics.count()
    • Statistics.failure_count()
    • Statistics.features()
    • Statistics.finalize()
    • Statistics.histogram()
    • Statistics.initialize()
    • Statistics.max_value()
    • Statistics.mean()
    • Statistics.min_value()
    • Statistics.pre_run()
    • Statistics.quantiles()
    • Statistics.stddev()
    • Statistics.sum()
    • Statistics.variance_with_mean()
• nvflare.app_common.abstract.statistics_writer module
  • StatisticsWriter
    • StatisticsWriter.save()
• nvflare.app_common.abstract.task_handler module
  • TaskHandler
    • TaskHandler.execute_task()
    • TaskHandler.finalize()
    • TaskHandler.initialize()
    • TaskHandler.load_and_init_local_comp()

Module contents