path	# lines of code
setup.py	68
scripts/old_config_converter.py	437
flsim/clients/base_client.py	272
flsim/clients/__init__.py	13
flsim/clients/dp_client.py	125
flsim/clients/async_client.py	92
flsim/version.py	1
flsim/privacy/privacy_engine.py	219
flsim/privacy/privacy_engine_factory.py	31
flsim/privacy/__init__.py	1
flsim/privacy/user_update_clip.py	33
flsim/privacy/common.py	19
flsim/secure_aggregation/secure_aggregator.py	140
flsim/secure_aggregation/__init__.py	7
flsim/__init__.py	1
flsim/utils/example_utils.py	347
flsim/utils/distributed/__init__.py	1
flsim/utils/distributed/fl_distributed.py	229
flsim/utils/fl/target_metric.py	34
flsim/utils/fl/__init__.py	1
flsim/utils/fl/common.py	229
flsim/utils/fl/personalized_model.py	73
flsim/utils/fl/stats.py	151
flsim/utils/__init__.py	1
flsim/utils/timing/__init__.py	39
flsim/utils/timing/training_duration_distribution.py	166
flsim/utils/timing/training_time_estimator.py	127
flsim/utils/cuda.py	54
flsim/utils/async_trainer/async_staleness_weights.py	89
flsim/utils/async_trainer/async_user_selector.py	48
flsim/utils/async_trainer/async_weights.py	44
flsim/utils/async_trainer/__init__.py	79
flsim/utils/async_trainer/async_example_weights.py	99
flsim/utils/async_trainer/device_state.py	50
flsim/utils/async_trainer/training_event_generator.py	166
flsim/utils/process_state.py	24
flsim/utils/simple_batch_metrics.py	33
flsim/utils/count_sketch.py	154
flsim/utils/sample_model.py	186
flsim/utils/data/__init__.py	1
flsim/utils/data/data_utils.py	24
flsim/utils/data/fake_data_utils.py	77
flsim/utils/data/dummy_image_dataset.py	40
flsim/utils/config_utils.py	96
flsim/metrics_reporter/__init__.py	1
flsim/metrics_reporter/tensorboard_metrics_reporter.py	134
flsim/optimizers/server_optimizers.py	215
flsim/optimizers/layerwise_optimizers.py	93
flsim/optimizers/__init__.py	128
flsim/optimizers/local_optimizers.py	120
flsim/optimizers/async_aggregators.py	366
flsim/optimizers/optimizer_scheduler.py	195
flsim/optimizers/optimizer_test_utils.py	176
flsim/optimizers/sync_aggregators.py	279
flsim/trainers/async_trainer.py	207
flsim/trainers/sync_trainer.py	470
flsim/trainers/__init__.py	19
flsim/trainers/trainer_base.py	224
flsim/trainers/private_sync_trainer.py	104
flsim/common/timeline.py	27
flsim/common/training_simulator.py	101
flsim/common/__init__.py	15
flsim/common/training_event_handler.py	49
flsim/common/logger.py	25
flsim/common/diversity_metrics.py	133
flsim/common/pytest_helper.py	54
flsim/common/timeout_simulator.py	152
flsim/configs/__init__.py	2
flsim/active_user_selectors/diverse_user_selector.py	386
flsim/active_user_selectors/__init__.py	53
flsim/active_user_selectors/simple_user_selector.py	377
flsim/data/__init__.py	39
flsim/data/data_sharder.py	179
flsim/data/csv_dataset.py	15
flsim/data/data_provider.py	83
flsim/data/dataset_data_loader.py	94
flsim/servers/aggregator.py	71
flsim/servers/sync_dp_servers.py	133
flsim/servers/__init__.py	19
flsim/servers/sync_servers.py	122
flsim/servers/sync_secagg_servers.py	119
flsim/reducers/weighted_dp_round_reducer.py	127
flsim/reducers/__init__.py	19
flsim/reducers/base_round_reducer.py	167
flsim/reducers/secure_round_reducer.py	92
flsim/reducers/dp_round_reducer.py	110
flsim/interfaces/data_loader.py	12
flsim/interfaces/__init__.py	1
flsim/interfaces/metrics_reporter.py	77
flsim/interfaces/model.py	23
flsim/interfaces/dataset.py	9
flsim/interfaces/batch_metrics.py	24
flsim/channels/scalar_quantization_channel.py	115
flsim/channels/half_precision_channel.py	42
flsim/channels/__init__.py	25
flsim/channels/message.py	22
flsim/channels/base_channel.py	85
flsim/channels/communication_stats.py	24
flsim/channels/sparse_mask_channel.py	76