| load("//tensorflow:tensorflow.bzl", "py_test", "tf_py_test") |
| load("//tensorflow:tensorflow.bzl", "cuda_py_test") |
| load("//tensorflow/core/platform/default:distribute.bzl", "distribute_py_test") |
| load("//tensorflow/python/tpu:tpu.bzl", "tpu_py_test") |
| |
| package( |
| default_visibility = ["//tensorflow:internal"], |
| licenses = ["notice"], # Apache 2.0 |
| ) |
| |
| exports_files(["LICENSE"]) |
| |
| py_library( |
| name = "distribute_test_lib_pip", |
| deps = [ |
| ":combinations", |
| ":model_combinations", |
| ":multi_worker_test_base", |
| ":saved_model_test_base", |
| ":single_loss_example", |
| ":strategy_combinations", |
| ":strategy_test_lib", |
| "//tensorflow/python/keras/distribute:keras_correctness_test_lib", |
| "//tensorflow/python/keras/distribute:keras_test_lib", |
| ], |
| ) |
| |
| py_library( |
| name = "all_reduce", |
| srcs = [ |
| "all_reduce.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nccl_ops", |
| ], |
| ) |
| |
| tf_py_test( |
| name = "all_reduce_test", |
| srcs = ["all_reduce_test.py"], |
| deps = [ |
| ":all_reduce", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:state_ops", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_library( |
| name = "cross_device_ops", |
| srcs = ["cross_device_ops.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":collective_util", |
| ":cross_device_utils", |
| ":device_util", |
| ":reduce_util", |
| ":tpu_values", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:device_lib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:kernels", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/tools/docs:doc_controls", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| py_library( |
| name = "cross_device_utils", |
| srcs = ["cross_device_utils.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":all_reduce", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:collective_ops", |
| "//tensorflow/python:device", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nccl_ops", |
| "//tensorflow/python:platform", |
| ], |
| ) |
| |
| py_library( |
| name = "device_util", |
| srcs = ["device_util.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/python:device", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python/eager:context", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "device_util_test", |
| srcs = ["device_util_test.py"], |
| deps = [ |
| ":device_util", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| ], |
| ) |
| |
| py_library( |
| name = "distribute", |
| srcs = [ |
| "__init__.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":cross_device_ops", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":one_device_strategy", |
| ":sharded_variable", |
| "//tensorflow/python/distribute/experimental", |
| ], |
| ) |
| |
| py_library( |
| name = "distribute_lib", |
| srcs = [ |
| "distribute_lib.py", |
| "distribution_strategy_context.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":collective_util", |
| ":device_util", |
| ":numpy_dataset", |
| ":reduce_util", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:summary_ops_v2", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/data", |
| "//tensorflow/python/ops/losses", |
| "//tensorflow/python/ops/losses:loss_reduction", |
| "//tensorflow/tools/docs:doc_controls", |
| ], |
| ) |
| |
| py_test( |
| name = "distribute_lib_test", |
| size = "small", |
| srcs = ["distribute_lib_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY2AND3", |
| tags = ["no_rocm"], |
| deps = [ |
| ":combinations", |
| ":distribute_lib", |
| ":input_lib", |
| ":reduce_util", |
| ":values", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/autograph/core:test_lib", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_library( |
| name = "distribute_config", |
| srcs = [ |
| "distribute_config.py", |
| ], |
| deps = [], |
| ) |
| |
| py_library( |
| name = "distribute_coordinator", |
| srcs = [ |
| "distribute_coordinator.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":distribute_coordinator_context", |
| ":multi_worker_util", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:session", |
| "//tensorflow/python:training_server_lib", |
| ], |
| ) |
| |
| py_test( |
| name = "distribute_coordinator_test", |
| size = "medium", |
| srcs = ["distribute_coordinator_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY2AND3", |
| tags = [ |
| "no_oss_py2", |
| "notap", |
| ], # b/138443278 |
| deps = [ |
| ":distribute_coordinator", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:distributed_framework_test_lib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:session", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| py_library( |
| name = "distribute_coordinator_context", |
| srcs = [ |
| "distribute_coordinator_context.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [], |
| ) |
| |
| py_library( |
| name = "mirrored_run", |
| srcs = ["mirrored_run.py"], |
| deps = [ |
| ":device_util", |
| ":distribute_lib", |
| ":reduce_util", |
| ":shared_variable_creator", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:config", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:device", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:summary_ops_v2", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:tf_export", |
| "//tensorflow/python:training", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/autograph/core", |
| "//tensorflow/python/autograph/impl", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:def_function", |
| ], |
| ) |
| |
| py_library( |
| name = "mirrored_strategy", |
| srcs = ["mirrored_strategy.py"], |
| deps = [ |
| ":cross_device_ops", |
| ":device_util", |
| ":distribute_lib", |
| ":input_lib", |
| ":mirrored_run", |
| ":multi_worker_util", |
| ":numpy_dataset", |
| ":reduce_util", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:device", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:util", |
| "//tensorflow/python/distribute/cluster_resolver:cluster_resolver_lib", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:tape", |
| ], |
| ) |
| |
| py_library( |
| name = "parameter_server_strategy", |
| srcs = ["parameter_server_strategy.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":cross_device_ops", |
| ":input_lib", |
| ":mirrored_run", |
| ":multi_worker_util", |
| ":numpy_dataset", |
| ":reduce_util", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:util", |
| "//tensorflow/python/distribute/cluster_resolver:cluster_resolver_lib", |
| "//tensorflow/python/eager:context", |
| ], |
| ) |
| |
| py_library( |
| name = "central_storage_strategy", |
| srcs = ["central_storage_strategy.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":device_util", |
| ":distribute_lib", |
| ":parameter_server_strategy", |
| "//tensorflow/python:util", |
| ], |
| ) |
| |
| py_library( |
| name = "one_device_strategy", |
| srcs = ["one_device_strategy.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":distribute_lib", |
| ":input_lib", |
| ":numpy_dataset", |
| ":reduce_util", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/eager:context", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| py_library( |
| name = "collective_all_reduce_strategy", |
| srcs = ["collective_all_reduce_strategy.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":cross_device_ops", |
| ":cross_device_utils", |
| ":input_lib", |
| ":mirrored_strategy", |
| ":multi_worker_util", |
| ":numpy_dataset", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:collective_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python/distribute/cluster_resolver:cluster_resolver_lib", |
| "//tensorflow/python/eager:context", |
| ], |
| ) |
| |
| py_library( |
| name = "mirrored_function_strategy", |
| srcs = ["mirrored_function_strategy.py"], |
| deps = [ |
| ":device_util", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":numpy_dataset", |
| ":values", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:tensor_spec", |
| "//tensorflow/python:type_spec", |
| "//tensorflow/python:util", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:def_function", |
| ], |
| ) |
| |
| tf_py_test( |
| name = "mirrored_function_strategy_test", |
| srcs = ["mirrored_function_strategy_test.py"], |
| tags = ["no_pip"], |
| deps = [ |
| ":distribute_lib", |
| ":mirrored_function_strategy", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python/eager:def_function", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| py_library( |
| name = "multi_worker_util", |
| srcs = [ |
| "multi_worker_util.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:training_server_lib", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "multi_worker_continuous_run_test", |
| srcs = [ |
| "multi_worker_continuous_run_test.py", |
| ], |
| tags = [ |
| "notsan", # TODO(b/151841995) |
| ], |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":multi_process_runner", |
| ":multi_worker_test_base", |
| ":reduce_util", |
| ":strategy_combinations", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "numpy_dataset", |
| srcs = ["numpy_dataset.py"], |
| deps = [ |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:context", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_test( |
| name = "numpy_dataset_test", |
| size = "small", |
| srcs = ["numpy_dataset_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":numpy_dataset", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/eager:test", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_library( |
| name = "input_lib", |
| srcs = ["input_lib.py"], |
| deps = [ |
| ":device_util", |
| ":distribute_lib", |
| ":input_ops", |
| ":values", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:sparse_tensor", |
| "//tensorflow/python/data/ops:multi_device_iterator_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| ], |
| ) |
| |
| py_library( |
| name = "input_ops", |
| srcs = ["input_ops.py"], |
| deps = [ |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python/data/util:nest", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "input_ops_test", |
| srcs = ["input_ops_test.py"], |
| deps = [ |
| ":input_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:io_ops", |
| "//tensorflow/python:util", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/data/ops:readers", |
| "//tensorflow/python/data/util:structure", |
| ], |
| ) |
| |
| py_test( |
| name = "multi_worker_util_test", |
| srcs = ["multi_worker_util_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":multi_worker_util", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python/eager:test", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "tpu_strategy", |
| srcs = ["tpu_strategy.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":cross_device_ops", |
| ":device_util", |
| ":distribute_lib", |
| ":input_lib", |
| ":numpy_dataset", |
| ":reduce_util", |
| ":tpu_values", |
| ":values", |
| "//tensorflow/compiler/xla/experimental/xla_sharding", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:device_spec", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:util", |
| "//tensorflow/python/autograph/core", |
| "//tensorflow/python/autograph/impl", |
| "//tensorflow/python/distribute/cluster_resolver:cluster_resolver_lib", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:def_function", |
| "//tensorflow/python/tpu:tpu_lib", |
| "//tensorflow/python/tpu:tpu_py", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| tpu_py_test( |
| name = "tpu_strategy_test", |
| srcs = ["tpu_strategy_test.py"], |
| disable_experimental = True, |
| python_version = "PY3", |
| tags = ["no_oss"], |
| deps = [ |
| ":tpu_strategy", |
| "//tensorflow/python/distribute/cluster_resolver:cluster_resolver_lib", |
| "//tensorflow/python/eager:remote", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| ], |
| ) |
| |
| # Used only by estimator. |
| py_library( |
| name = "estimator_training", |
| srcs = [ |
| "estimator_training.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":distribute_coordinator", |
| ":distribute_coordinator_context", |
| "//tensorflow/python:training", |
| ], |
| ) |
| |
| py_library( |
| name = "reduce_util", |
| srcs = ["reduce_util.py"], |
| deps = [ |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| ], |
| ) |
| |
| py_library( |
| name = "collective_util", |
| srcs = ["collective_util.py"], |
| deps = [ |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| ], |
| ) |
| |
| py_library( |
| name = "shared_variable_creator", |
| srcs = ["shared_variable_creator.py"], |
| ) |
| |
| py_test( |
| name = "shared_variable_creator_test", |
| srcs = ["shared_variable_creator_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":shared_variable_creator", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| py_library( |
| name = "summary_op_util", |
| srcs = ["summary_op_util.py"], |
| deps = [ |
| ":distribute_lib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:tensor_util", |
| ], |
| ) |
| |
| py_library( |
| name = "values", |
| srcs = ["values.py"], |
| deps = [ |
| ":device_util", |
| ":distribute_lib", |
| ":reduce_util", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:composite_tensor", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:type_spec", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:tape", |
| "//tensorflow/python/training/saving:saveable_object", |
| "//tensorflow/python/training/saving:saveable_object_util", |
| "//tensorflow/python/training/tracking:base", |
| ], |
| ) |
| |
| py_library( |
| name = "tpu_values", |
| srcs = ["tpu_values.py"], |
| deps = [ |
| ":values", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:resource_variable_ops_gen", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:tape", |
| "//tensorflow/python/tpu:tpu_lib", |
| ], |
| ) |
| |
| py_library( |
| name = "combinations", |
| srcs = ["combinations.py"], |
| srcs_version = "PY2AND3", |
| visibility = [ |
| "//tensorflow:internal", |
| "//tensorflow_models:__subpackages__", |
| ], |
| deps = [ |
| ":multi_process_runner", |
| ":multi_worker_test_base", |
| "//tensorflow/python:framework_combinations", |
| "//tensorflow/python:framework_test_combinations_lib", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:util", |
| "//tensorflow/python/eager:context", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| py_test( |
| name = "combinations_test", |
| srcs = ["combinations_test.py"], |
| tags = [ |
| "notap", # TODO(b/153646955): flaky |
| ], |
| deps = [ |
| ":combinations", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_combinations", |
| "//tensorflow/python/distribute/cluster_resolver:tfconfig_cluster_resolver_py", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "strategy_combinations", |
| srcs = ["strategy_combinations.py"], |
| srcs_version = "PY2AND3", |
| visibility = [ |
| "//tensorflow:internal", |
| "//tensorflow_models:__subpackages__", |
| ], |
| deps = [ |
| ":central_storage_strategy", |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":multi_process_runner", |
| ":multi_worker_test_base", |
| ":one_device_strategy", |
| ":tpu_strategy", |
| "//tensorflow/python:config", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:tf2", |
| "//tensorflow/python:training", |
| "//tensorflow/python:util", |
| "//tensorflow/python/distribute/cluster_resolver:tpu_cluster_resolver_py", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:remote", |
| "//tensorflow/python/keras/optimizer_v2", |
| "//tensorflow/python/tpu:tpu_lib", |
| ], |
| ) |
| |
| py_test( |
| name = "strategy_combinations_test", |
| srcs = ["strategy_combinations_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":combinations", |
| ":reduce_util", |
| ":strategy_combinations", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:config", |
| "//tensorflow/python:constant_op", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "model_combinations", |
| srcs = ["model_combinations.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":combinations", |
| ":simple_models", |
| ], |
| ) |
| |
| py_library( |
| name = "multi_worker_test_base", |
| srcs = ["multi_worker_test_base.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:distributed_framework_test_lib", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:session", |
| "//tensorflow/python:training_lib", |
| "//tensorflow/python:util", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:remote", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "checkpoint_utils_test", |
| size = "medium", |
| srcs = ["checkpoint_utils_test.py"], |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "checkpointing_test", |
| srcs = ["checkpointing_test.py"], |
| main = "checkpointing_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| ":tpu_strategy", |
| "//tensorflow/compiler/tests:xla_test", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "//tensorflow/python/training/tracking:util", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "input_lib_test", |
| srcs = ["input_lib_test.py"], |
| main = "input_lib_test.py", |
| shard_count = 10, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_gpu_presubmit", # TODO(b/154660040) |
| ], |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":input_lib", |
| ":mirrored_strategy", |
| ":multi_worker_test_base", |
| ":reduce_util", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:sparse_ops", |
| "//tensorflow/python:sparse_tensor", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "input_lib_type_spec_test", |
| srcs = ["input_lib_type_spec_test.py"], |
| main = "input_lib_type_spec_test.py", |
| shard_count = 10, |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":input_lib", |
| ":mirrored_strategy", |
| ":multi_worker_test_base", |
| ":reduce_util", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:sparse_ops", |
| "//tensorflow/python:sparse_tensor", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "cross_device_utils_test", |
| srcs = ["cross_device_utils_test.py"], |
| deps = [ |
| ":combinations", |
| ":cross_device_utils", |
| ":strategy_combinations", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "cross_device_ops_test", |
| srcs = ["cross_device_ops_test.py"], |
| tags = [ |
| "multi_and_single_gpu", |
| "no_oss", # TODO(b/151025792): enable after this is fixed. |
| "notap", # TODO(b/151025792): enable after this is fixed. |
| ], |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":collective_util", |
| ":combinations", |
| ":cross_device_ops", |
| ":mirrored_strategy", |
| ":multi_worker_test_base", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "one_device_strategy_test", |
| srcs = ["one_device_strategy_test.py"], |
| grpc_enabled = True, |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| ":strategy_test_lib", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| py_library( |
| name = "sharded_variable", |
| srcs = ["sharded_variable.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/training/saving:saveable_object_util", |
| "//tensorflow/python/training/tracking:base", |
| ], |
| ) |
| |
| tf_py_test( |
| name = "sharded_variable_test", |
| size = "small", |
| srcs = ["sharded_variable_test.py"], |
| deps = [ |
| ":sharded_variable", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/compat:v2_compat", |
| "//tensorflow/python/training/tracking:util", |
| ], |
| ) |
| |
| py_library( |
| name = "strategy_test_lib", |
| srcs = ["strategy_test_lib.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":distribute_lib", |
| ":reduce_util", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:gradients_impl", |
| "//tensorflow/python:init_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:backprop", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras/layers", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "values_test", |
| size = "medium", |
| srcs = ["values_test.py"], |
| main = "values_test.py", |
| shard_count = 5, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_rocm", |
| ], |
| tpu_tags = [ |
| "no_oss", # Target too big to run serially reliably. |
| ], |
| deps = [ |
| ":combinations", |
| ":device_util", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":parameter_server_strategy", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/saved_model/model_utils:mode_keys", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "moving_averages_test", |
| srcs = ["moving_averages_test.py"], |
| main = "moving_averages_test.py", |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:test", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "custom_training_loop_gradient_test", |
| srcs = ["custom_training_loop_gradient_test.py"], |
| main = "custom_training_loop_gradient_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:test", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "custom_training_loop_input_test", |
| srcs = ["custom_training_loop_input_test.py"], |
| main = "custom_training_loop_input_test.py", |
| shard_count = 5, |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| tpu_tags = [ |
| "no_oss", # Target too big to run serially reliably. |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "custom_training_loop_metrics_test", |
| srcs = ["custom_training_loop_metrics_test.py"], |
| main = "custom_training_loop_metrics_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "custom_training_loop_models_test", |
| srcs = ["custom_training_loop_models_test.py"], |
| main = "custom_training_loop_models_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| tpu_tags = [ |
| "no_oss", # b/153615544. |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "custom_training_loop_optimizer_test", |
| srcs = ["custom_training_loop_optimizer_test.py"], |
| main = "custom_training_loop_optimizer_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":distribute_lib", |
| ":reduce_util", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/python:clip_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:util", |
| "//tensorflow/python/eager:backprop", |
| "//tensorflow/python/eager:def_function", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "minimize_loss_test", |
| srcs = ["minimize_loss_test.py"], |
| main = "minimize_loss_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| "no_oss", # TODO(b/139815303): enable after this is fixed. |
| "notap", # TODO(b/139815303): enable after this is fixed. |
| ], |
| deps = [ |
| ":combinations", |
| ":mirrored_strategy", |
| ":single_loss_example", |
| ":strategy_combinations", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:control_flow_v2_toggles", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras/layers", |
| "//tensorflow/python/keras/optimizer_v2", |
| "//tensorflow/python/ops/losses", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "single_loss_example", |
| srcs = ["single_loss_example.py"], |
| deps = [ |
| ":step_fn", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:layers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/keras/optimizer_v2", |
| ], |
| ) |
| |
| py_library( |
| name = "step_fn", |
| srcs = ["step_fn.py"], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:training", |
| "//tensorflow/python/eager:backprop", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "step_fn_test", |
| srcs = ["step_fn_test.py"], |
| main = "step_fn_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":single_loss_example", |
| ":strategy_combinations", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "warm_starting_util_test", |
| size = "medium", |
| srcs = ["warm_starting_util_test.py"], |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "remote_mirrored_strategy_eager_test", |
| srcs = ["remote_mirrored_strategy_eager_test.py"], |
| tags = ["no_oss"], # b/154743849 |
| deps = [ |
| ":combinations", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":multi_worker_test_base", |
| ":strategy_test_lib", |
| ":values", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mirrored_strategy_test", |
| srcs = ["mirrored_strategy_test.py"], |
| shard_count = 5, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_windows_gpu", # TODO(b/130551176) |
| ], |
| deps = [ |
| ":combinations", |
| ":distribute_lib", |
| ":mirrored_strategy", |
| ":multi_worker_test_base", |
| ":strategy_combinations", |
| ":strategy_test_lib", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/autograph/core:test_lib", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras/layers", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mirrored_variable_test", |
| srcs = ["mirrored_variable_test.py"], |
| tags = [ |
| "guitar", |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":distribute_lib", |
| ":strategy_combinations", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras/layers", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "metrics_v1_test", |
| srcs = ["metrics_v1_test.py"], |
| main = "metrics_v1_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| ":tpu_strategy", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:metrics", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "keras_metrics_test", |
| srcs = ["keras_metrics_test.py"], |
| main = "keras_metrics_test.py", |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| ":tpu_strategy", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:metrics", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/keras", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "zero_batch_test", |
| srcs = ["zero_batch_test.py"], |
| main = "zero_batch_test.py", |
| deps = [ |
| ":combinations", |
| ":multi_worker_test_base", |
| ":strategy_combinations", |
| "//tensorflow/python:layers", |
| ], |
| ) |
| |
| py_library( |
| name = "model_collection_base", |
| srcs = ["model_collection/model_collection_base.py"], |
| ) |
| |
| py_library( |
| name = "simple_models", |
| srcs = ["model_collection/simple_models.py"], |
| deps = [ |
| ":model_collection_base", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python/keras", |
| ], |
| ) |
| |
| py_library( |
| name = "saved_model_test_base", |
| srcs = ["saved_model_test_base.py"], |
| deps = [ |
| ":combinations", |
| ":model_combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/eager:test", |
| "//tensorflow/python/saved_model", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "saved_model_save_load_test", |
| size = "medium", |
| srcs = ["saved_model_save_load_test.py"], |
| full_precision = True, |
| main = "saved_model_save_load_test.py", |
| shard_count = 5, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_rocm", |
| ], |
| deps = [ |
| ":saved_model_test_base", |
| "//tensorflow/python/saved_model", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "keras_save_load_test", |
| size = "medium", |
| srcs = ["keras_save_load_test.py"], |
| full_precision = True, |
| main = "keras_save_load_test.py", |
| shard_count = 7, |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| deps = [ |
| ":saved_model_test_base", |
| "//tensorflow/python/keras/saving", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "saved_model_mixed_api_test", |
| size = "medium", |
| srcs = ["saved_model_mixed_api_test.py"], |
| full_precision = True, |
| main = "saved_model_mixed_api_test.py", |
| shard_count = 5, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_rocm", |
| ], |
| deps = [ |
| ":saved_model_test_base", |
| "//tensorflow/python/keras/saving", |
| "//tensorflow/python/saved_model", |
| ], |
| ) |
| |
| distribute_py_test( |
| name = "ctl_correctness_test", |
| srcs = ["ctl_correctness_test.py"], |
| main = "ctl_correctness_test.py", |
| shard_count = 20, |
| tags = [ |
| "multi_and_single_gpu", |
| "no_gpu_presubmit", # TODO(b/154660040) |
| "noguitar", # b/140755528 |
| ], |
| deps = [ |
| ":combinations", |
| ":strategy_combinations", |
| "//tensorflow/python:keras_lib", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:util", |
| "//tensorflow/python/compat:v2_compat", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "collective_all_reduce_strategy_test", |
| srcs = ["collective_all_reduce_strategy_test.py"], |
| tags = [ |
| "multi_and_single_gpu", |
| ], |
| xla_enable_strict_auto_jit = True, |
| deps = [ |
| ":collective_all_reduce_strategy", |
| ":combinations", |
| ":cross_device_utils", |
| ":multi_worker_test_base", |
| ":strategy_combinations", |
| ":strategy_test_lib", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:init_ops", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/estimator:estimator_py", |
| "//tensorflow/python/keras/layers", |
| "//tensorflow/python/keras/mixed_precision/experimental:test_util", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "parameter_server_strategy_test", |
| srcs = ["parameter_server_strategy_test.py"], |
| tags = [ |
| "multi_and_single_gpu", |
| "no_oss", # TODO(b/133330625) |
| ], |
| # b/141096229: Non-atomic AssignAdd |
| xla_enable_strict_auto_jit = False, |
| deps = [ |
| ":central_storage_strategy", |
| ":combinations", |
| ":multi_worker_test_base", |
| ":multi_worker_util", |
| ":parameter_server_strategy", |
| ":strategy_combinations", |
| ":strategy_test_lib", |
| ":values", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:session", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/estimator:estimator_py", |
| "//tensorflow/python/keras/layers", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "multi_process_runner", |
| srcs = ["multi_process_runner.py"], |
| deps = [ |
| ":multi_process_lib", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:tf2", |
| "//tensorflow/python/compat:v2_compat", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| py_library( |
| name = "multi_process_lib", |
| srcs = ["multi_process_lib.py"], |
| deps = ["@six_archive//:six"], |
| ) |
| |
| py_test( |
| name = "multi_process_runner_test", |
| srcs = ["multi_process_runner_test.py"], |
| python_version = "PY3", |
| shard_count = 12, |
| deps = [ |
| ":multi_process_runner", |
| ":multi_worker_test_base", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| py_test( |
| name = "multi_process_runner_no_init_test", |
| srcs = ["multi_process_runner_no_init_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":multi_process_runner", |
| ":multi_worker_test_base", |
| "//tensorflow/python/eager:test", |
| ], |
| ) |
| |
| py_library( |
| name = "distributed_file_utils", |
| srcs = [ |
| "distributed_file_utils.py", |
| ], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":multi_worker_util", |
| ], |
| ) |
| |
| py_test( |
| name = "distributed_file_utils_test", |
| srcs = ["distributed_file_utils_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY3", |
| deps = [ |
| ":distributed_file_utils", |
| ":multi_worker_util", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python/eager:test", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
