LICENSE
README.md
setup.py
examples/__init__.py
examples/centralized/__init__.py
examples/centralized/main.py
examples/deploy/__init__.py
examples/deploy/complex_example/__init__.py
examples/deploy/complex_example/src/__init__.py
examples/deploy/complex_example/src/main_entry.py
examples/deploy/complex_example/src/app/__init__.py
examples/deploy/complex_example/src/app/pipe/__init__.py
examples/deploy/complex_example/src/app/pipe/constants.py
examples/deploy/complex_example/src/app/pipe/instruct_pipeline.py
examples/deploy/mnist/__init__.py
examples/deploy/mnist/src/__init__.py
examples/deploy/mnist/src/mnist_serve_main.py
examples/deploy/mnist/src/model/__init__.py
examples/deploy/mnist/src/model/mnist_model.py
examples/deploy/streaming_response/__init__.py
examples/deploy/streaming_response/src/__init__.py
examples/deploy/streaming_response/src/main_entry.py
examples/deploy/your_own_llm/__init__.py
examples/deploy/your_own_llm/src/__init__.py
examples/deploy/your_own_llm/src/main_entry.py
examples/deploy/your_own_llm/src/app/__init__.py
examples/deploy/your_own_llm/src/app/pipe/__init__.py
examples/deploy/your_own_llm/src/app/pipe/constants.py
examples/deploy/your_own_llm/src/app/pipe/instruct_pipeline.py
fedml/__init__.py
fedml/arguments.py
fedml/constants.py
fedml/launch_cross_cloud.py
fedml/launch_cross_device.py
fedml/launch_cross_silo_hi.py
fedml/launch_cross_silo_horizontal.py
fedml/launch_serving.py
fedml/launch_simulation.py
fedml/runner.py
fedml.egg-info/PKG-INFO
fedml.egg-info/SOURCES.txt
fedml.egg-info/dependency_links.txt
fedml.egg-info/entry_points.txt
fedml.egg-info/requires.txt
fedml.egg-info/top_level.txt
fedml/api/__init__.py
fedml/api/api_test.py
fedml/api/constants.py
fedml/api/fedml_response.py
fedml/api/modules/__init__.py
fedml/api/modules/build.py
fedml/api/modules/cluster.py
fedml/api/modules/constants.py
fedml/api/modules/device.py
fedml/api/modules/diagnosis.py
fedml/api/modules/federate.py
fedml/api/modules/launch.py
fedml/api/modules/logs.py
fedml/api/modules/model.py
fedml/api/modules/run.py
fedml/api/modules/storage.py
fedml/api/modules/train.py
fedml/api/modules/utils.py
fedml/centralized/__init__.py
fedml/centralized/centralized_trainer.py
fedml/cli/__init__.py
fedml/cli/cli.py
fedml/cli/edge_deployment/__init__.py
fedml/cli/edge_deployment/client_login.py
fedml/cli/modules/__init__.py
fedml/cli/modules/build.py
fedml/cli/modules/cluster.py
fedml/cli/modules/device.py
fedml/cli/modules/diagnosis.py
fedml/cli/modules/federate.py
fedml/cli/modules/launch.py
fedml/cli/modules/login.py
fedml/cli/modules/logout.py
fedml/cli/modules/logs.py
fedml/cli/modules/model.py
fedml/cli/modules/run.py
fedml/cli/modules/storage.py
fedml/cli/modules/train.py
fedml/cli/modules/utils.py
fedml/cli/server_deployment/__init__.py
fedml/cli/server_deployment/server_login.py
fedml/computing/__init__.py
fedml/computing/scheduler/__init__.py
fedml/computing/scheduler/build-package/__init__.py
fedml/computing/scheduler/build-package/mlops-core/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/conf/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/conf/fedml.yaml
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/fedml/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/fedml/torch_client.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/fedml/config/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-client/client-package/fedml/config/fedml_config.yaml
fedml/computing/scheduler/build-package/mlops-core/fedml-server/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/conf/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/conf/fedml.yaml
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/fedml/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/fedml/torch_server.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/fedml/config/__init__.py
fedml/computing/scheduler/build-package/mlops-core/fedml-server/server-package/fedml/config/fedml_config.yaml
fedml/computing/scheduler/comm_utils/__init__.py
fedml/computing/scheduler/comm_utils/constants.py
fedml/computing/scheduler/comm_utils/container_utils.py
fedml/computing/scheduler/comm_utils/file_utils.py
fedml/computing/scheduler/comm_utils/hardware_utils.py
fedml/computing/scheduler/comm_utils/job_cleanup.py
fedml/computing/scheduler/comm_utils/job_monitor.py
fedml/computing/scheduler/comm_utils/job_utils.py
fedml/computing/scheduler/comm_utils/network_util.py
fedml/computing/scheduler/comm_utils/platform_utils.py
fedml/computing/scheduler/comm_utils/run_process_utils.py
fedml/computing/scheduler/comm_utils/security_utils.py
fedml/computing/scheduler/comm_utils/singleton.py
fedml/computing/scheduler/comm_utils/subprocess_with_live_logs.py
fedml/computing/scheduler/comm_utils/sys_utils.py
fedml/computing/scheduler/comm_utils/yaml_utils.py
fedml/computing/scheduler/comm_utils/gpu_utils/__init__.py
fedml/computing/scheduler/comm_utils/gpu_utils/gpu_utils.py
fedml/computing/scheduler/comm_utils/gpu_utils/nvidia_utils.py
fedml/computing/scheduler/comm_utils/gpu_utils/qualcomm_utils.py
fedml/computing/scheduler/env/__init__.py
fedml/computing/scheduler/env/collect_env.py
fedml/computing/scheduler/master/__init__.py
fedml/computing/scheduler/master/base_master_agent.py
fedml/computing/scheduler/master/base_master_job_runner.py
fedml/computing/scheduler/master/base_master_job_runner_manager.py
fedml/computing/scheduler/master/base_master_protocol_manager.py
fedml/computing/scheduler/master/cloud_server_manager.py
fedml/computing/scheduler/master/deploy_job_launcher.py
fedml/computing/scheduler/master/launch_job_runner.py
fedml/computing/scheduler/master/launch_job_runner_manager.py
fedml/computing/scheduler/master/master_agent.py
fedml/computing/scheduler/master/master_protocol_manager.py
fedml/computing/scheduler/master/server_api.py
fedml/computing/scheduler/master/server_constants.py
fedml/computing/scheduler/master/server_daemon.py
fedml/computing/scheduler/master/server_data_interface.py
fedml/computing/scheduler/master/server_login.py
fedml/computing/scheduler/master/templates/__init__.py
fedml/computing/scheduler/master/templates/fedml-aggregator-data-pv.yaml
fedml/computing/scheduler/master/templates/fedml-aggregator-data-pvc.yaml
fedml/computing/scheduler/master/templates/fedml-server-deployment.yaml
fedml/computing/scheduler/master/templates/fedml-server-svc.yaml
fedml/computing/scheduler/model_scheduler/__init__.py
fedml/computing/scheduler/model_scheduler/device_client_api.py
fedml/computing/scheduler/model_scheduler/device_client_constants.py
fedml/computing/scheduler/model_scheduler/device_client_data_interface.py
fedml/computing/scheduler/model_scheduler/device_client_runner_deprecated.py
fedml/computing/scheduler/model_scheduler/device_http_inference_protocol.py
fedml/computing/scheduler/model_scheduler/device_http_proxy_inference_protocol.py
fedml/computing/scheduler/model_scheduler/device_model_cache.py
fedml/computing/scheduler/model_scheduler/device_model_cards.py
fedml/computing/scheduler/model_scheduler/device_model_db.py
fedml/computing/scheduler/model_scheduler/device_model_deployment.py
fedml/computing/scheduler/model_scheduler/device_model_inference.py
fedml/computing/scheduler/model_scheduler/device_model_inference_entry.py
fedml/computing/scheduler/model_scheduler/device_model_monitor.py
fedml/computing/scheduler/model_scheduler/device_model_msg_object.py
fedml/computing/scheduler/model_scheduler/device_model_object.py
fedml/computing/scheduler/model_scheduler/device_mqtt_inference_protocol.py
fedml/computing/scheduler/model_scheduler/device_replica_controller.py
fedml/computing/scheduler/model_scheduler/device_replica_handler.py
fedml/computing/scheduler/model_scheduler/device_server_api.py
fedml/computing/scheduler/model_scheduler/device_server_constants.py
fedml/computing/scheduler/model_scheduler/device_server_data_interface.py
fedml/computing/scheduler/model_scheduler/job_runner_msg_sender.py
fedml/computing/scheduler/model_scheduler/master_agent.py
fedml/computing/scheduler/model_scheduler/master_job_runner.py
fedml/computing/scheduler/model_scheduler/master_job_runner_manager.py
fedml/computing/scheduler/model_scheduler/master_protocol_manager.py
fedml/computing/scheduler/model_scheduler/model_device_client.py
fedml/computing/scheduler/model_scheduler/model_device_server.py
fedml/computing/scheduler/model_scheduler/modelops_configs.py
fedml/computing/scheduler/model_scheduler/worker_agent.py
fedml/computing/scheduler/model_scheduler/worker_job_runner.py
fedml/computing/scheduler/model_scheduler/worker_job_runner_manager.py
fedml/computing/scheduler/model_scheduler/worker_protocol_manager.py
fedml/computing/scheduler/model_scheduler/autoscaler/__init__.py
fedml/computing/scheduler/model_scheduler/autoscaler/autoscaler.py
fedml/computing/scheduler/model_scheduler/autoscaler/policies.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/__init__.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/autoscaler_test.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/sample_arima.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/scaling_algorithm_real_test.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/scaling_algorithm_sim_test.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/timeseries_trends.py
fedml/computing/scheduler/model_scheduler/autoscaler/test/traffic_simulation.py
fedml/computing/scheduler/model_scheduler/autoscaler/utils/__init__.py
fedml/computing/scheduler/scheduler_core/__init__.py
fedml/computing/scheduler/scheduler_core/account_manager.py
fedml/computing/scheduler/scheduler_core/base_db.py
fedml/computing/scheduler/scheduler_core/base_protocol.py
fedml/computing/scheduler/scheduler_core/business_models.py
fedml/computing/scheduler/scheduler_core/compute_cache_manager.py
fedml/computing/scheduler/scheduler_core/compute_gpu_cache.py
fedml/computing/scheduler/scheduler_core/compute_gpu_db.py
fedml/computing/scheduler/scheduler_core/compute_logs_cache.py
fedml/computing/scheduler/scheduler_core/compute_status_cache.py
fedml/computing/scheduler/scheduler_core/compute_status_db.py
fedml/computing/scheduler/scheduler_core/compute_utils.py
fedml/computing/scheduler/scheduler_core/endpoint_monitor_protocol.py
fedml/computing/scheduler/scheduler_core/endpoint_sync_protocol.py
fedml/computing/scheduler/scheduler_core/general_constants.py
fedml/computing/scheduler/scheduler_core/log_manager.py
fedml/computing/scheduler/scheduler_core/master_api_daemon.py
fedml/computing/scheduler/scheduler_core/message_center.py
fedml/computing/scheduler/scheduler_core/message_common.py
fedml/computing/scheduler/scheduler_core/metrics_manager.py
fedml/computing/scheduler/scheduler_core/ota_upgrade.py
fedml/computing/scheduler/scheduler_core/scheduler_base_job_runner.py
fedml/computing/scheduler/scheduler_core/scheduler_base_job_runner_manager.py
fedml/computing/scheduler/scheduler_core/scheduler_base_protocol_manager.py
fedml/computing/scheduler/scheduler_core/scheduler_matcher.py
fedml/computing/scheduler/scheduler_core/status_center.py
fedml/computing/scheduler/scheduler_core/status_manager_protocols.py
fedml/computing/scheduler/scheduler_entry/__init__.py
fedml/computing/scheduler/scheduler_entry/app_manager.py
fedml/computing/scheduler/scheduler_entry/cluster_manager.py
fedml/computing/scheduler/scheduler_entry/constants.py
fedml/computing/scheduler/scheduler_entry/launch_app_interface.py
fedml/computing/scheduler/scheduler_entry/launch_data_interface.py
fedml/computing/scheduler/scheduler_entry/launch_job_interface.py
fedml/computing/scheduler/scheduler_entry/launch_manager.py
fedml/computing/scheduler/scheduler_entry/resource_manager.py
fedml/computing/scheduler/scheduler_entry/run_manager.py
fedml/computing/scheduler/scheduler_entry/build-package/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/client-package/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/client-package/conf/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/client-package/fedml/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/client-package/fedml/torch_client.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-client/client-package/fedml/config/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/server-package/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/server-package/conf/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/server-package/fedml/__init__.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/server-package/fedml/torch_server.py
fedml/computing/scheduler/scheduler_entry/build-package/mlops-core/fedml-server/server-package/fedml/config/__init__.py
fedml/computing/scheduler/slave/__init__.py
fedml/computing/scheduler/slave/base_slave_agent.py
fedml/computing/scheduler/slave/base_slave_job_runner.py
fedml/computing/scheduler/slave/base_slave_job_runner_manager.py
fedml/computing/scheduler/slave/base_slave_protocol_manager.py
fedml/computing/scheduler/slave/client_api.py
fedml/computing/scheduler/slave/client_constants.py
fedml/computing/scheduler/slave/client_daemon.py
fedml/computing/scheduler/slave/client_data_interface.py
fedml/computing/scheduler/slave/client_diagnosis.py
fedml/computing/scheduler/slave/client_login.py
fedml/computing/scheduler/slave/launch_job_runner.py
fedml/computing/scheduler/slave/launch_job_runner_manager.py
fedml/computing/scheduler/slave/simulator_daemon.py
fedml/computing/scheduler/slave/slave_agent.py
fedml/computing/scheduler/slave/slave_protocol_manager.py
fedml/config/simulation_sp/fedml_config.yaml
fedml/config/simulaton_mpi/fedml_config.yaml
fedml/core/__init__.py
fedml/core/alg_frame/__init__.py
fedml/core/alg_frame/client_trainer.py
fedml/core/alg_frame/context.py
fedml/core/alg_frame/params.py
fedml/core/alg_frame/server_aggregator.py
fedml/core/common/__init__.py
fedml/core/common/ml_engine_backend.py
fedml/core/common/singleton.py
fedml/core/contribution/__init__.py
fedml/core/contribution/base_contribution_assessor.py
fedml/core/contribution/contribution_assessor_manager.py
fedml/core/contribution/gtg_shapley_value.py
fedml/core/contribution/leave_one_out.py
fedml/core/contribution/mr_shapley_value.py
fedml/core/data/__init__.py
fedml/core/data/noniid_partition.py
fedml/core/distributed/__init__.py
fedml/core/distributed/fedml_comm_manager.py
fedml/core/distributed/communication/__init__.py
fedml/core/distributed/communication/base_com_manager.py
fedml/core/distributed/communication/constants.py
fedml/core/distributed/communication/message.py
fedml/core/distributed/communication/observer.py
fedml/core/distributed/communication/utils.py
fedml/core/distributed/communication/grpc/__init__.py
fedml/core/distributed/communication/grpc/grpc_comm_manager.py
fedml/core/distributed/communication/grpc/grpc_comm_manager_pb2.py
fedml/core/distributed/communication/grpc/grpc_comm_manager_pb2_grpc.py
fedml/core/distributed/communication/grpc/grpc_server.py
fedml/core/distributed/communication/grpc/proto/__init__.py
fedml/core/distributed/communication/mpi/__init__.py
fedml/core/distributed/communication/mpi/com_manager.py
fedml/core/distributed/communication/mpi/mpi_receive_thread.py
fedml/core/distributed/communication/mpi/mpi_send_thread.py
fedml/core/distributed/communication/mqtt/__init__.py
fedml/core/distributed/communication/mqtt/mqtt_manager.py
fedml/core/distributed/communication/mqtt_s3/__init__.py
fedml/core/distributed/communication/mqtt_s3/mqtt_s3_multi_clients_comm_manager.py
fedml/core/distributed/communication/mqtt_s3_mnn/__init__.py
fedml/core/distributed/communication/mqtt_s3_mnn/mqtt_s3_comm_manager.py
fedml/core/distributed/communication/mqtt_thetastore/__init__.py
fedml/core/distributed/communication/mqtt_thetastore/mqtt_thetastore_comm_manager.py
fedml/core/distributed/communication/mqtt_web3/__init__.py
fedml/core/distributed/communication/mqtt_web3/mqtt_web3_comm_manager.py
fedml/core/distributed/communication/s3/__init__.py
fedml/core/distributed/communication/s3/local_s3_test.py
fedml/core/distributed/communication/s3/remote_storage.py
fedml/core/distributed/communication/s3/remote_storage_mnn.py
fedml/core/distributed/communication/s3/utils.py
fedml/core/distributed/communication/trpc/__init__.py
fedml/core/distributed/communication/trpc/trpc_comm_manager.py
fedml/core/distributed/communication/trpc/trpc_server.py
fedml/core/distributed/communication/trpc/utils.py
fedml/core/distributed/crypto/__init__.py
fedml/core/distributed/crypto/crypto_api.py
fedml/core/distributed/distributed_storage/__init__.py
fedml/core/distributed/distributed_storage/theta_storage/__init__.py
fedml/core/distributed/distributed_storage/theta_storage/theta_storage.py
fedml/core/distributed/distributed_storage/web3_storage/__init__.py
fedml/core/distributed/distributed_storage/web3_storage/web3_storage.py
fedml/core/distributed/flow/__init__.py
fedml/core/distributed/flow/fedml_executor.py
fedml/core/distributed/flow/fedml_flow.py
fedml/core/distributed/flow/fedml_flow_constants.py
fedml/core/distributed/flow/test_fedml_flow.py
fedml/core/distributed/topology/__init__.py
fedml/core/distributed/topology/asymmetric_topology_manager.py
fedml/core/distributed/topology/base_topology_manager.py
fedml/core/distributed/topology/symmetric_topology_manager.py
fedml/core/dp/__init__.py
fedml/core/dp/fedml_differential_privacy.py
fedml/core/dp/budget_accountant/__init__.py
fedml/core/dp/budget_accountant/rdp_accountant.py
fedml/core/dp/budget_accountant/rdp_analysis.py
fedml/core/dp/common/__init__.py
fedml/core/dp/common/constants.py
fedml/core/dp/common/utils.py
fedml/core/dp/frames/NbAFL.py
fedml/core/dp/frames/__init__.py
fedml/core/dp/frames/base_dp_solution.py
fedml/core/dp/frames/cdp.py
fedml/core/dp/frames/dp_clip.py
fedml/core/dp/frames/ldp.py
fedml/core/dp/mechanisms/__init__.py
fedml/core/dp/mechanisms/base_dp_mechanism.py
fedml/core/dp/mechanisms/dp_mechanism.py
fedml/core/dp/mechanisms/gaussian.py
fedml/core/dp/mechanisms/laplace.py
fedml/core/dp/test/__init__.py
fedml/core/dp/test/test_fed_privacy_mechanism.py
fedml/core/fhe/__init__.py
fedml/core/fhe/fhe_agg.py
fedml/core/mlops/__init__.py
fedml/core/mlops/device_info_report_protocol.py
fedml/core/mlops/mlops_configs.py
fedml/core/mlops/mlops_constants.py
fedml/core/mlops/mlops_device_perfs.py
fedml/core/mlops/mlops_job_perfs.py
fedml/core/mlops/mlops_metrics.py
fedml/core/mlops/mlops_profiler_event.py
fedml/core/mlops/mlops_runtime_log.py
fedml/core/mlops/mlops_runtime_log_daemon.py
fedml/core/mlops/mlops_status.py
fedml/core/mlops/mlops_utils.py
fedml/core/mlops/stats_impl.py
fedml/core/mlops/system_stats.py
fedml/core/mlops/ssl/__init__.py
fedml/core/mlops/ssl/open-dev.fedml.ai_bundle.crt
fedml/core/mlops/ssl/open-release.fedml.ai_bundle.crt
fedml/core/mlops/ssl/open-root-ca.crt
fedml/core/mlops/ssl/open-test.fedml.ai_bundle.crt
fedml/core/mlops/ssl/open.chainopera.ai.local.crt
fedml/core/mlops/ssl/open.chainopera.ai.local.rootca.crt
fedml/core/mlops/test/__init__.py
fedml/core/mlops/test/test_runtime_log.py
fedml/core/mlops/test/test_runtime_log_daemon.py
fedml/core/mpc/__init__.py
fedml/core/mpc/lightsecagg.py
fedml/core/mpc/secagg.py
fedml/core/schedule/__init__.py
fedml/core/schedule/runtime_estimate.py
fedml/core/schedule/seq_train_scheduler.py
fedml/core/security/__init__.py
fedml/core/security/constants.py
fedml/core/security/fedml_attacker.py
fedml/core/security/fedml_defender.py
fedml/core/security/attack/__init__.py
fedml/core/security/attack/attack_base.py
fedml/core/security/attack/backdoor_attack.py
fedml/core/security/attack/byzantine_attack.py
fedml/core/security/attack/dlg_attack.py
fedml/core/security/attack/edge_case_backdoor_attack.py
fedml/core/security/attack/invert_gradient_attack.py
fedml/core/security/attack/label_flipping_attack.py
fedml/core/security/attack/lazy_worker.py
fedml/core/security/attack/model_replacement_backdoor_attack.py
fedml/core/security/attack/revealing_labels_from_gradients_attack.py
fedml/core/security/common/__init__.py
fedml/core/security/common/attack_defense_data_loader.py
fedml/core/security/common/bucket.py
fedml/core/security/common/net.py
fedml/core/security/common/utils.py
fedml/core/security/defense/RFA_defense.py
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fedml/core/security/defense/bulyan_defense.py
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fedml/data/FederatedEMNIST/__init__.py
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fedml/data/Landmarks/datasets.py
fedml/data/Landmarks/download_with_tff.py
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fedml/mlops/__init__.py
fedml/model/__init__.py
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fedml/model/cv/__init__.py
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fedml/model/cv/cnn.py
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fedml/model/cv/efficientnet.py
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fedml/model/cv/mnist_gan.py
fedml/model/cv/mobilenet.py
fedml/model/cv/mobilenet_v3.py
fedml/model/cv/resnet.py
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fedml/model/cv/resnet_cifar.py
fedml/model/cv/resnet_gn.py
fedml/model/cv/resnet_torch.py
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fedml/model/cv/vgg.py
fedml/model/cv/darts/__init__.py
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fedml/model/cv/darts/model.py
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fedml/model/cv/darts/train.py
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fedml/model/cv/resnet56/__init__.py
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fedml/model/finance/__init__.py
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fedml/model/linear/__init__.py
fedml/model/linear/lr.py
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fedml/model/mobile/__init__.py
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fedml/simulation/sp/feddyn/client.py
fedml/simulation/sp/feddyn/feddyn_trainer copy.py
fedml/simulation/sp/feddyn/feddyn_trainer.py
fedml/simulation/sp/fednova/__init__.py
fedml/simulation/sp/fednova/client.py
fedml/simulation/sp/fednova/comm_helpers.py
fedml/simulation/sp/fednova/fednova.py
fedml/simulation/sp/fednova/fednova_api.py
fedml/simulation/sp/fednova/fednova_trainer.py
fedml/simulation/sp/fedopt/__init__.py
fedml/simulation/sp/fedopt/client.py
fedml/simulation/sp/fedopt/fedopt_api.py
fedml/simulation/sp/fedopt/optrepo.py
fedml/simulation/sp/fedprox/__init__.py
fedml/simulation/sp/fedprox/client.py
fedml/simulation/sp/fedprox/fedprox_trainer.py
fedml/simulation/sp/hierarchical_fl/__init__.py
fedml/simulation/sp/hierarchical_fl/client.py
fedml/simulation/sp/hierarchical_fl/group.py
fedml/simulation/sp/hierarchical_fl/trainer.py
fedml/simulation/sp/mime/__init__.py
fedml/simulation/sp/mime/client.py
fedml/simulation/sp/mime/mime_trainer.py
fedml/simulation/sp/mime/opt_utils.py
fedml/simulation/sp/scaffold/__init__.py
fedml/simulation/sp/scaffold/client.py
fedml/simulation/sp/scaffold/scaffold_trainer.py
fedml/simulation/sp/turboaggregate/TA_client.py
fedml/simulation/sp/turboaggregate/TA_trainer.py
fedml/simulation/sp/turboaggregate/__init__.py
fedml/simulation/sp/turboaggregate/mpc_function.py
fedml/train/__init__.py
fedml/train/llm/__init__.py
fedml/train/llm/configurations.py
fedml/train/llm/constants.py
fedml/train/llm/dataset_utils.py
fedml/train/llm/distributed.py
fedml/train/llm/hf_trainer.py
fedml/train/llm/integrations.py
fedml/train/llm/modeling_utils.py
fedml/train/llm/peft_utils.py
fedml/train/llm/train_utils.py
fedml/train/llm/trainer_callback.py
fedml/train/llm/typing.py
fedml/train/llm/utils.py
fedml/train/llm/models/__init__.py
fedml/train/llm/models/attention.py
fedml/train/llm/models/modeling_gpt_neox.py
fedml/utils/__init__.py
fedml/utils/compression.py
fedml/utils/context.py
fedml/utils/debugging.py
fedml/utils/logging.py
fedml/utils/model_utils.py
fedml/workflow/__init__.py
fedml/workflow/jobs.py
fedml/workflow/workflow.py
fedml/workflow/workflow_mlops_api.py
fedml/workflow/customized_jobs/__init__.py
fedml/workflow/customized_jobs/customized_base_job.py
fedml/workflow/customized_jobs/model_deploy_job.py
fedml/workflow/customized_jobs/model_inference_job.py
fedml/workflow/customized_jobs/train_job.py
tests/__init__.py
tests/security/__init__.py
tests/security/attack/__init__.py
tests/security/attack/test_backdoor.py
tests/security/attack/test_byzantine_attack.py
tests/security/attack/test_dlg.py
tests/security/attack/test_edge_case_backdoor_attack.py
tests/security/attack/test_invertgradient.py
tests/security/attack/test_label_flipping_attack.py
tests/security/attack/test_model_replacement_backdoor_attack.py
tests/security/attack/utils.py
tests/security/defense/__init__.py
tests/security/defense/test_bulyan.py
tests/security/defense/test_cclip.py
tests/security/defense/test_coordinate_median.py
tests/security/defense/test_coordinate_wise_trimmed_mean.py
tests/security/defense/test_crfl.py
tests/security/defense/test_foolsgold_defense.py
tests/security/defense/test_geometric_median.py
tests/security/defense/test_krum.py
tests/security/defense/test_norm_diff_clipping.py
tests/security/defense/test_residual_based_reweighting.py
tests/security/defense/test_rfa.py
tests/security/defense/test_robust_learning_rate_defense.py
tests/security/defense/test_slsgd_defense.py
tests/security/defense/test_soteria.py
tests/security/defense/test_wbc.py
tests/security/defense/test_weak_dp.py
tests/security/defense/utils.py