path	# lines of code
tensorflow_federated/experimental/python/core/impl/jax_context/__init__.py	1
tensorflow_federated/experimental/python/core/impl/jax_context/jax_computation_context.py	10
tensorflow_federated/experimental/python/core/impl/jax_context/jax_serialization.py	83
tensorflow_federated/experimental/python/core/impl/wrappers/computation_wrapper_instances.py	16
tensorflow_federated/experimental/python/core/impl/wrappers/__init__.py	1
tensorflow_federated/experimental/python/core/impl/__init__.py	1
tensorflow_federated/experimental/python/core/api/__init__.py	1
tensorflow_federated/experimental/python/core/api/computations.py	4
tensorflow_federated/experimental/python/core/__init__.py	1
tensorflow_federated/experimental/python/__init__.py	1
tensorflow_federated/experimental/python/learning/jax_components.py	56
tensorflow_federated/experimental/python/learning/__init__.py	1
tensorflow_federated/experimental/__init__.py	2
tensorflow_federated/tools/client/test.py	18
tensorflow_federated/tools/client/latest.Dockerfile	20
tensorflow_federated/tools/python_package/setup.py	77
tensorflow_federated/tools/runtime/container/latest.Dockerfile	23
tensorflow_federated/tools/runtime/container/release.Dockerfile	27
tensorflow_federated/tools/runtime/remote_executor_service.py	37
tensorflow_federated/tools/build_defs.bzl	227
tensorflow_federated/tools/build_docs.py	31
tensorflow_federated/python/tensorflow_libs/version_check.py	8
tensorflow_federated/python/tensorflow_libs/graph_merge.py	113
tensorflow_federated/python/tensorflow_libs/tensor_utils.py	65
tensorflow_federated/python/tensorflow_libs/__init__.py	1
tensorflow_federated/python/tensorflow_libs/graph_utils.py	22
tensorflow_federated/python/tensorflow_libs/function.py	2
tensorflow_federated/python/tensorflow_libs/graph_spec.py	50
tensorflow_federated/python/tensorflow_libs/variable_utils.py	12
tensorflow_federated/python/tensorflow_libs/graph_optimizations.py	18
tensorflow_federated/python/cloud/__init__.py	1
tensorflow_federated/python/aggregators/concat.py	106
tensorflow_federated/python/aggregators/sampling.py	214
tensorflow_federated/python/aggregators/mean.py	130
tensorflow_federated/python/aggregators/rotation.py	252
tensorflow_federated/python/aggregators/quantile_estimation.py	106
tensorflow_federated/python/aggregators/encoded.py	176
tensorflow_federated/python/aggregators/factory.py	17
tensorflow_federated/python/aggregators/__init__.py	21
tensorflow_federated/python/aggregators/primitives.py	328
tensorflow_federated/python/aggregators/differential_privacy.py	179
tensorflow_federated/python/aggregators/secure.py	356
tensorflow_federated/python/aggregators/robust.py	212
tensorflow_federated/python/aggregators/hadamard.py	55
tensorflow_federated/python/aggregators/sum_factory.py	25
tensorflow_federated/python/aggregators/measurements.py	100
tensorflow_federated/python/common_libs/py_typecheck.py	70
tensorflow_federated/python/common_libs/golden.py	88
tensorflow_federated/python/common_libs/serialization_utils.py	27
tensorflow_federated/python/common_libs/structure.py	299
tensorflow_federated/python/common_libs/__init__.py	1
tensorflow_federated/python/common_libs/tracing.py	232
tensorflow_federated/python/common_libs/retrying.py	62
tensorflow_federated/python/program/file_program_state_manager.py	102
tensorflow_federated/python/program/file_utils.py	32
tensorflow_federated/python/program/memory_release_manager.py	12
tensorflow_federated/python/program/program_state_manager.py	27
tensorflow_federated/python/program/tensorboard_release_manager.py	30
tensorflow_federated/python/program/file_release_manager.py	154
tensorflow_federated/python/program/__init__.py	9
tensorflow_federated/python/program/data_source.py	26
tensorflow_federated/python/program/release_manager.py	6
tensorflow_federated/python/program/value_reference.py	18
tensorflow_federated/python/program/structure_utils.py	9
tensorflow_federated/python/program/logging_release_manager.py	11
tensorflow_federated/python/core/impl/tensorflow_context/tensorflow_serialization.py	58
tensorflow_federated/python/core/impl/tensorflow_context/tensorflow_computation_context.py	36
tensorflow_federated/python/core/impl/tensorflow_context/__init__.py	1
tensorflow_federated/python/core/impl/wrappers/computation_wrapper_instances.py	102
tensorflow_federated/python/core/impl/wrappers/__init__.py	1
tensorflow_federated/python/core/impl/wrappers/computation_wrapper.py	173
tensorflow_federated/python/core/impl/executor_stacks/executor_stack_bindings.py	13
tensorflow_federated/python/core/impl/executor_stacks/__init__.py	1
tensorflow_federated/python/core/impl/xla_context/xla_serialization.py	134
tensorflow_federated/python/core/impl/xla_context/__init__.py	1
tensorflow_federated/python/core/impl/federated_context/federated_computation_context.py	74
tensorflow_federated/python/core/impl/federated_context/__init__.py	1
tensorflow_federated/python/core/impl/federated_context/data.py	8
tensorflow_federated/python/core/impl/federated_context/value_impl.py	283
tensorflow_federated/python/core/impl/federated_context/value_utils.py	37
tensorflow_federated/python/core/impl/federated_context/federated_computation_utils.py	44
tensorflow_federated/python/core/impl/federated_context/intrinsics.py	412
tensorflow_federated/python/core/impl/computation/computation_impl.py	63
tensorflow_federated/python/core/impl/computation/computation_serialization.py	21
tensorflow_federated/python/core/impl/computation/__init__.py	1
tensorflow_federated/python/core/impl/computation/function_utils.py	291
tensorflow_federated/python/core/impl/types/typed_object.py	5
tensorflow_federated/python/core/impl/types/type_serialization.py	108
tensorflow_federated/python/core/impl/types/type_analysis.py	409
tensorflow_federated/python/core/impl/types/__init__.py	1
tensorflow_federated/python/core/impl/types/computation_types.py	740
tensorflow_federated/python/core/impl/types/placements.py	50
tensorflow_federated/python/core/impl/types/type_conversions.py	327
tensorflow_federated/python/core/impl/types/type_transformations.py	72
tensorflow_federated/python/core/impl/types/type_factory.py	11
tensorflow_federated/python/core/impl/__init__.py	1
tensorflow_federated/python/core/impl/utils/__init__.py	1
tensorflow_federated/python/core/impl/utils/tensorflow_utils.py	704
tensorflow_federated/python/core/impl/compiler/tree_transformations.py	404
tensorflow_federated/python/core/impl/compiler/computation_factory.py	21
tensorflow_federated/python/core/impl/compiler/transformation_utils.py	590
tensorflow_federated/python/core/impl/compiler/building_blocks.py	947
tensorflow_federated/python/core/impl/compiler/building_block_analysis.py	63
tensorflow_federated/python/core/impl/compiler/transformations.py	604
tensorflow_federated/python/core/impl/compiler/tensorflow_computation_transformations.py	71
tensorflow_federated/python/core/impl/compiler/building_block_factory.py	905
tensorflow_federated/python/core/impl/compiler/intrinsic_reductions.py	214
tensorflow_federated/python/core/impl/compiler/__init__.py	1
tensorflow_federated/python/core/impl/compiler/compiled_computation_transforms.py	84
tensorflow_federated/python/core/impl/compiler/tree_analysis.py	350
tensorflow_federated/python/core/impl/compiler/tensorflow_computation_factory.py	325
tensorflow_federated/python/core/impl/compiler/local_computation_factory_base.py	25
tensorflow_federated/python/core/impl/compiler/compiler_pipeline.py	14
tensorflow_federated/python/core/impl/compiler/intrinsic_defs.py	279
tensorflow_federated/python/core/impl/context_stack/get_context_stack.py	3
tensorflow_federated/python/core/impl/context_stack/context_base.py	10
tensorflow_federated/python/core/impl/context_stack/context_stack_impl.py	29
tensorflow_federated/python/core/impl/context_stack/set_default_context.py	6
tensorflow_federated/python/core/impl/context_stack/symbol_binding_context.py	10
tensorflow_federated/python/core/impl/context_stack/__init__.py	1
tensorflow_federated/python/core/impl/context_stack/context_stack_base.py	10
tensorflow_federated/python/core/impl/context_stack/runtime_error_context.py	20
tensorflow_federated/python/core/impl/context_stack/context_stack_test_utils.py	6
tensorflow_federated/python/core/impl/execution_contexts/sync_execution_context.py	31
tensorflow_federated/python/core/impl/execution_contexts/mergeable_comp_execution_context.py	309
tensorflow_federated/python/core/impl/execution_contexts/__init__.py	1
tensorflow_federated/python/core/impl/execution_contexts/async_execution_context.py	171
tensorflow_federated/python/core/impl/executors/value_serialization.py	390
tensorflow_federated/python/core/impl/executors/executor_bindings.py	35
tensorflow_federated/python/core/impl/executors/data_backend_base.py	7
tensorflow_federated/python/core/impl/executors/executor_value_base.py	6
tensorflow_federated/python/core/impl/executors/cardinalities_utils.py	55
tensorflow_federated/python/core/impl/executors/executor_utils.py	254
tensorflow_federated/python/core/impl/executors/executors_errors.py	1
tensorflow_federated/python/core/impl/executors/thread_delegating_executor.py	77
tensorflow_federated/python/core/impl/executors/data_executor.py	53
tensorflow_federated/python/core/impl/executors/executor_service.py	216
tensorflow_federated/python/core/impl/executors/executor_base.py	22
tensorflow_federated/python/core/impl/executors/executor_factory.py	13
tensorflow_federated/python/core/impl/executors/reference_resolving_executor.py	318
tensorflow_federated/python/core/impl/executors/cardinality_carrying_base.py	5
tensorflow_federated/python/core/impl/executors/federated_composing_strategy.py	515
tensorflow_federated/python/core/impl/executors/federated_resolving_strategy.py	464
tensorflow_federated/python/core/impl/executors/executor_serialization.py	348
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tensorflow_federated/python/core/impl/executors/executor_test_utils.py	448
tensorflow_federated/python/core/impl/executors/federating_executor.py	264
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tensorflow_federated/python/core/impl/executors/eager_tf_executor.py	410
tensorflow_federated/python/core/impl/executors/sequence_executor.py	286
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tensorflow_federated/python/core/impl/executors/ingestable_base.py	6
tensorflow_federated/python/core/impl/executors/executor_stacks.py	520
tensorflow_federated/python/core/impl/executors/remote_executor.py	168
tensorflow_federated/python/core/templates/measured_process.py	120
tensorflow_federated/python/core/templates/estimation_process.py	49
tensorflow_federated/python/core/templates/iterative_process.py	89
tensorflow_federated/python/core/templates/__init__.py	7
tensorflow_federated/python/core/templates/errors.py	9
tensorflow_federated/python/core/templates/aggregation_process.py	59
tensorflow_federated/python/core/framework/__init__.py	43
tensorflow_federated/python/core/api/computation_base.py	9
tensorflow_federated/python/core/api/__init__.py	1
tensorflow_federated/python/core/api/computations.py	8
tensorflow_federated/python/core/backends/mapreduce/forms.py	262
tensorflow_federated/python/core/backends/mapreduce/transformations.py	137
tensorflow_federated/python/core/backends/mapreduce/form_utils.py	570
tensorflow_federated/python/core/backends/mapreduce/__init__.py	7
tensorflow_federated/python/core/backends/__init__.py	4
tensorflow_federated/python/core/backends/iree/backend_info.py	15
tensorflow_federated/python/core/backends/iree/compiler.py	77
tensorflow_federated/python/core/backends/iree/__init__.py	1
tensorflow_federated/python/core/backends/iree/runtime.py	37
tensorflow_federated/python/core/backends/iree/computation_module.py	19
tensorflow_federated/python/core/backends/iree/executor.py	89
tensorflow_federated/python/core/backends/native/mergeable_comp_compiler.py	131
tensorflow_federated/python/core/backends/native/compiler.py	57
tensorflow_federated/python/core/backends/native/__init__.py	10
tensorflow_federated/python/core/backends/native/execution_contexts.py	102
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tensorflow_federated/python/core/backends/xla/__init__.py	2
tensorflow_federated/python/core/backends/xla/runtime.py	90
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tensorflow_federated/python/core/types/__init__.py	12
tensorflow_federated/python/core/__init__.py	1
tensorflow_federated/python/__init__.py	1
tensorflow_federated/python/analytics/data_processing.py	143
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tensorflow_federated/python/analytics/hierarchical_histogram/clipping_factory.py	105
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tensorflow_federated/python/analytics/hierarchical_histogram/hierarchical_histogram_factory.py	111
tensorflow_federated/python/analytics/histogram_test_utils.py	14
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tensorflow_federated/python/learning/templates/learning_process.py	76
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tensorflow_federated/python/learning/templates/finalizers.py	164
tensorflow_federated/python/learning/templates/distributors.py	73
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tensorflow_federated/python/learning/optimizers/optimizer.py	41
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tensorflow_federated/python/simulation/datasets/emnist.py	325
tensorflow_federated/python/simulation/datasets/vision_datasets_utils.py	74
tensorflow_federated/python/simulation/datasets/inaturalist.py	166
tensorflow_federated/python/simulation/datasets/from_tensor_slices_client_data.py	111
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tensorflow_federated/python/simulation/datasets/__init__.py	17
tensorflow_federated/python/simulation/datasets/cifar100.py	453
tensorflow_federated/python/simulation/datasets/shakespeare.py	51
tensorflow_federated/python/simulation/datasets/dataset_utils.py	23
tensorflow_federated/python/simulation/datasets/stackoverflow.py	191
tensorflow_federated/python/simulation/datasets/sql_client_data.py	77
tensorflow_federated/python/simulation/datasets/file_per_user_client_data.py	51
tensorflow_federated/python/simulation/datasets/download.py	44
tensorflow_federated/python/simulation/datasets/celeba.py	77
tensorflow_federated/python/simulation/datasets/gldv2.py	265
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tensorflow_federated/python/simulation/__init__.py	15
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tensorflow_federated/python/simulation/iterative_process_compositions.py	134
tensorflow_federated/python/simulation/baselines/client_spec.py	25
tensorflow_federated/python/simulation/baselines/shakespeare/char_prediction_models.py	26
tensorflow_federated/python/simulation/baselines/shakespeare/char_prediction_preprocessing.py	55
tensorflow_federated/python/simulation/baselines/shakespeare/__init__.py	3
tensorflow_federated/python/simulation/baselines/shakespeare/char_prediction_tasks.py	64
tensorflow_federated/python/simulation/baselines/cifar100/image_classification_tasks.py	94
tensorflow_federated/python/simulation/baselines/cifar100/__init__.py	4
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tensorflow_federated/python/simulation/baselines/cifar100/resnet_models.py	282
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tensorflow_federated/python/simulation/baselines/stackoverflow/tag_prediction_tasks.py	81
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tensorflow_federated/python/simulation/baselines/stackoverflow/word_prediction_tasks.py	101
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tensorflow_federated/python/simulation/baselines/keras_metrics.py	39
tensorflow_federated/python/simulation/baselines/emnist/char_recognition_tasks.py	82
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tensorflow_federated/python/simulation/baselines/emnist/__init__.py	3
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tensorflow_federated/cc/core/impl/executors/reference_resolving_executor.h	9
tensorflow_federated/cc/core/impl/executors/tensor_serialization.h	13
tensorflow_federated/cc/core/impl/executors/remote_executor.cc	205
tensorflow_federated/cc/core/impl/executors/make_structural_reduce_test_graph.py	42
tensorflow_federated/cc/core/impl/executors/threading.h	134
tensorflow_federated/cc/core/impl/executors/tensor_serialization.cc	43
tensorflow_federated/cc/core/impl/executors/executor_service.cc	243
tensorflow_federated/cc/core/impl/executors/dataset_conversions.h	11
tensorflow_federated/cc/core/impl/executors/computations.h	14
tensorflow_federated/cc/core/impl/executors/federating_executor.cc	585
tensorflow_federated/cc/core/impl/executors/data_backend.h	23
tensorflow_federated/cc/core/impl/executors/executor_bindings.cc	158
tensorflow_federated/cc/core/impl/executors/executor.cc	2
tensorflow_federated/cc/core/impl/executors/mock_grpc.h	63
tensorflow_federated/cc/core/impl/executors/executor.h	187
tensorflow_federated/cc/core/impl/executors/data_executor.cc	105
tensorflow_federated/cc/core/impl/executors/session_provider.cc	207
tensorflow_federated/cc/core/impl/executors/composing_executor.h	31
tensorflow_federated/cc/core/impl/executors/dataset_from_tensor_structures.cc	178
tensorflow_federated/cc/core/impl/executors/mock_executor.h	87
tensorflow_federated/cc/core/impl/executors/dataset_from_tensor_structures.h	12
tensorflow_federated/cc/core/impl/executors/status_conversion.h	9
tensorflow_federated/cc/core/impl/executors/status_conversion.cc	18
tensorflow_federated/cc/core/impl/executors/value_validation.h	16
tensorflow_federated/cc/core/impl/executors/data_executor.h	10
tensorflow_federated/cc/core/impl/executors/status_matchers.h	315
tensorflow_federated/version.py	1