| load("//tensorflow:strict.default.bzl", "py_strict_binary", "py_strict_library", "py_strict_test") |
| load("//tensorflow:tensorflow.bzl", "check_deps") |
| load("//tensorflow:tensorflow.default.bzl", "cuda_py_strict_test", "tf_py_strict_test", "tf_python_pybind_extension") |
| load("//tensorflow/python/tpu:tpu.bzl", "tpu_py_strict_test") |
| load( |
| "//tensorflow/tools/test:performance.bzl", |
| "tf_py_logged_benchmark", |
| ) |
| load("//tensorflow/compiler/tests:build_defs.bzl", "tf_xla_py_test") |
| load( |
| "//tensorflow/core/platform:build_config.bzl", |
| "tf_additional_rpc_deps", |
| ) |
| |
| package( |
| # copybara:uncomment default_applicable_licenses = ["//tensorflow:license"], |
| licenses = ["notice"], |
| ) |
| |
| cc_library( |
| name = "pywrap_tfe_lib", |
| srcs = [ |
| "pywrap_gradient_exclusions.cc", |
| "pywrap_tensor.cc", |
| "pywrap_tensor_conversion.cc", |
| "pywrap_tfe_src.cc", |
| ], |
| hdrs = [ |
| "pywrap_gradient_exclusions.h", |
| "pywrap_tensor.h", |
| "pywrap_tensor_conversion.h", |
| "pywrap_tfe.h", |
| ], |
| copts = ["-fexceptions"], |
| features = [ |
| "-use_header_modules", # Required for pybind11 |
| ], |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/c:c_api", |
| "//tensorflow/c:c_api_internal", |
| "//tensorflow/c:safe_ptr", |
| "//tensorflow/c/eager:c_api", |
| "//tensorflow/c/eager:c_api_experimental", |
| "//tensorflow/c/eager:c_api_internal", |
| "//tensorflow/c/eager:dlpack", |
| "//tensorflow/c/eager:tape", |
| "//tensorflow/c/eager:tfe_context_internal", |
| "//tensorflow/c/eager:tfe_op_internal", |
| "//tensorflow/c/eager:tfe_tensorhandle_internal", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/common_runtime/eager:tensor_handle", |
| "//tensorflow/core/platform:logging", |
| "//tensorflow/core/platform:types", |
| "//tensorflow/core/profiler/lib:traceme", |
| "//tensorflow/core/util:managed_stack_trace", |
| "//tensorflow/python:ndarray_tensor", |
| "//tensorflow/python:ndarray_tensor_bridge", |
| "//tensorflow/python:py_exception_registry", |
| "//tensorflow/python:pybind11_status", |
| "//tensorflow/python/lib/core:py_seq_tensor", |
| "//tensorflow/python/lib/core:py_util", |
| "//tensorflow/python/lib/core:safe_pyobject_ptr", |
| "//tensorflow/python/util:cpp_python_util", |
| "//tensorflow/python/util:stack_trace", |
| "//tensorflow/tsl/python/lib/core:numpy", |
| "//third_party/py/numpy:headers", |
| "//third_party/python_runtime:headers", |
| "@com_google_absl//absl/container:flat_hash_map", |
| "@com_google_absl//absl/debugging:leak_check", |
| "@com_google_absl//absl/hash", |
| "@com_google_absl//absl/strings", |
| "@com_google_absl//absl/types:optional", |
| "@com_google_absl//absl/types:variant", |
| "@pybind11", |
| ], |
| ) |
| |
| tf_python_pybind_extension( |
| name = "pywrap_tensor_test_util", |
| testonly = True, |
| srcs = ["pywrap_tensor_test_util.cc"], |
| deps = [ |
| ":pywrap_tfe_lib", |
| "//tensorflow/c:tf_status_helper", |
| "//tensorflow/c/eager:c_api_test_util", |
| "//tensorflow/python:pybind11_lib", |
| "@pybind11", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "pywrap_tensor_test", |
| size = "small", |
| srcs = ["pywrap_tensor_test.py"], |
| python_version = "PY3", |
| tags = [ |
| "no_oss", # TODO(b/168051787): Enable. |
| "no_pip", # TODO(b/168051787): Enable. |
| ], |
| deps = [ |
| ":pywrap_tensor_test_util", |
| ":test", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| filegroup( |
| name = "pywrap_required_hdrs", |
| srcs = [ |
| "pywrap_tensor.h", |
| "pywrap_tensor_conversion.h", |
| "pywrap_tfe.h", |
| ], |
| visibility = [ |
| "//tensorflow/core:__pkg__", |
| "//tensorflow/python:__subpackages__", |
| ], |
| ) |
| |
| # Transitive dependencies of this target will be included in the pip package. |
| py_strict_library( |
| name = "eager_pip", |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":backprop", |
| ":benchmarks_test_base", |
| ":cancellation", |
| ":context", |
| ":core", |
| ":def_function", |
| ":execute", |
| ":forwardprop", |
| ":forwardprop_util", |
| ":function", |
| ":graph_only_ops", |
| ":monitoring", |
| ":profiler", |
| ":profiler_client", |
| ":tape", |
| ":test", |
| ":wrap_function", |
| "//tensorflow/python:pywrap_tensorflow", |
| "//tensorflow/python/dlpack", |
| "//tensorflow/python/eager/memory_tests:memory_test_util", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "core", |
| srcs = ["core.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:errors", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python/platform:tf_logging", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "cancellation", |
| srcs = ["cancellation.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:pywrap_tfe", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "cancellation_test", |
| size = "small", |
| srcs = ["cancellation_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":cancellation", |
| "//tensorflow/python/platform:client_testlib", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "executor", |
| srcs = ["executor.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:pywrap_tfe", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "context", |
| srcs = ["context.py"], |
| srcs_version = "PY3", |
| visibility = [ |
| "//tensorflow:internal", |
| "//third_party/py/jax_tpu_embedding:__subpackages__", |
| ], |
| deps = [ |
| ":cancellation", |
| ":execute", |
| ":executor", |
| ":monitoring", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:c_api_util", |
| "//tensorflow/python:device", |
| "//tensorflow/python:pywrap_tf_session", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:tf2", |
| "//tensorflow/python:tfrt_utils", |
| "//tensorflow/python/util:compat", |
| "//tensorflow/python/util:deprecation", |
| "//tensorflow/python/util:function_utils", |
| "//tensorflow/python/util:is_in_graph_mode", |
| "//tensorflow/python/util:tf_decorator", |
| "//tensorflow/python/util:tf_export", |
| "//third_party/py/numpy", |
| "@absl_py//absl/logging", |
| ], |
| ) |
| |
| tf_python_pybind_extension( |
| name = "custom_device_testutil", |
| testonly = True, |
| srcs = ["custom_device_testutil.cc"], |
| deps = [ |
| "//tensorflow/c:c_api", |
| "//tensorflow/c:safe_ptr", |
| "//tensorflow/c:tf_status_helper", |
| "//tensorflow/c/eager:c_api", |
| "//tensorflow/c/eager:c_api_experimental", |
| "//tensorflow/c/eager:custom_device_testutil", |
| "//tensorflow/python:pybind11_lib", |
| "//tensorflow/python/lib/core:pybind11_status", |
| "//tensorflow/python/lib/core:safe_pyobject_ptr", |
| "//tensorflow/python/util:cpp_python_util", |
| "//third_party/python_runtime:headers", |
| "@pybind11", |
| ], |
| ) |
| |
| py_strict_test( |
| name = "custom_device_test", |
| size = "small", |
| srcs = ["custom_device_test.py"], |
| python_version = "PY3", |
| # Note that this currently only works with --config=monolithic, since it |
| # requires the C API which runs static initializers again. |
| # |
| # TODO(allenl): Figure out a way to allow extensions to register custom |
| # devices which works with dynamic linking. |
| tags = [ |
| "no_oss", |
| "no_pip", |
| ], |
| deps = [ |
| ":context", |
| ":custom_device_testutil", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/platform:client_testlib", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "context_test", |
| size = "small", |
| srcs = ["context_test.py"], |
| python_version = "PY3", |
| xla_enabled = True, |
| deps = [ |
| ":context", |
| ":def_function", |
| "//tensorflow/compiler/xla/service:hlo_proto_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/platform:client_testlib", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "monitoring", |
| srcs = ["monitoring.py"], |
| srcs_version = "PY3", |
| visibility = ["//visibility:public"], |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:c_api_util", |
| "//tensorflow/python:pywrap_tf_session", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python/util:compat", |
| "//tensorflow/python/util:tf_export", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "monitoring_test", |
| srcs = ["monitoring_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":monitoring", |
| ":test", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:test_lib", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "profiler", |
| srcs = ["profiler.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":context", |
| "//tensorflow/python/client:_pywrap_events_writer", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/platform:gfile", |
| "//tensorflow/python/platform:tf_logging", |
| "//tensorflow/python/profiler/internal:_pywrap_profiler", |
| "//tensorflow/python/util:compat", |
| "//tensorflow/python/util:deprecation", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "profiler_test", |
| srcs = ["profiler_test.py"], |
| python_version = "PY3", |
| tags = [ |
| "no_rocm", |
| "no_windows", # TODO(b/184424727): Re-enable this. |
| ], |
| deps = [ |
| ":profiler", |
| ":test", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python/framework:config", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/platform:gfile", |
| "//tensorflow/python/profiler:trace", |
| "//tensorflow/tsl/profiler/protobuf:trace_events_proto_py", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "profiler_client", |
| srcs = ["profiler_client.py"], |
| srcs_version = "PY3", |
| visibility = [ |
| "//tensorflow:internal", |
| "//tensorflow/core/profiler:internal", |
| ], |
| deps = [ |
| "//tensorflow/python/profiler/internal:_pywrap_profiler", |
| "//tensorflow/python/util:deprecation", |
| ], |
| ) |
| |
| py_strict_test( |
| name = "profiler_client_test", |
| srcs = ["profiler_client_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY3", |
| tags = [ |
| "no_pip", |
| "no_windows", |
| ], |
| deps = [ |
| ":profiler_client", |
| ":test", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:test_lib", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "small_constants_optimizer_test", |
| size = "medium", |
| srcs = ["small_constants_optimizer_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":context", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python/eager/polymorphic_function", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:test_lib", |
| ], |
| ) |
| |
| py_strict_test( |
| name = "summary_optimizer_test", |
| srcs = ["summary_optimizer_test.py"], |
| python_version = "PY3", |
| srcs_version = "PY3", |
| tags = [ |
| "no_oss", |
| "no_pip", |
| ], # TODO(b/219089812) |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/core/function/runtime_client:runtime_client_py", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python/data/ops:readers", |
| "//tensorflow/python/eager/polymorphic_function", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/ops:math_ops", |
| "//tensorflow/python/ops:summary_ops_v2", |
| "//tensorflow/python/ops:variables", |
| "//tensorflow/python/ops:while_loop", |
| "//tensorflow/python/platform:gfile", |
| "@absl_py//absl/flags", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "tape", |
| srcs = ["tape.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:pywrap_tfe", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "record", |
| srcs = ["record.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = ["//tensorflow/python:pywrap_tfe"], |
| ) |
| |
| cuda_py_strict_test( |
| name = "tensor_test", |
| srcs = ["tensor_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":context", |
| ":core", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:io_ops", |
| "//tensorflow/python:list_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:test_lib", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "backprop_test", |
| srcs = ["backprop_test.py"], |
| python_version = "PY3", |
| tags = [ |
| "no_cuda_asan", # b/173825938 |
| "no_windows", #TODO(b/139745667) |
| ], |
| xla_tags = [ |
| "no_cuda_asan", # times out |
| ], |
| deps = [ |
| ":backprop", |
| ":backprop_util", |
| ":context", |
| ":def_function", |
| ":record", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_stack", |
| "//tensorflow/python:cond", |
| "//tensorflow/python:embedding_ops", |
| "//tensorflow/python:functional_ops", |
| "//tensorflow/python:gradient_checker_v2", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:layers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:sparse_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variables", |
| "//tensorflow/python:while_loop", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:memory_checker", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:sparse_tensor", |
| "//tensorflow/python/framework:tensor_shape", |
| "//tensorflow/python/framework:tensor_util", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/ops:nn_grad", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "forwardprop_test", |
| srcs = ["forwardprop_test.py"], |
| python_version = "PY3", |
| shard_count = 5, |
| deps = [ |
| ":backprop", |
| ":context", |
| ":def_function", |
| ":forwardprop", |
| ":forwardprop_util", |
| ":record", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_stack", |
| "//tensorflow/python:gradient_checker_v2", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:map_fn", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:unconnected_gradients", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/distribute:mirrored_strategy", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/module", |
| "//tensorflow/python/ops/parallel_for:control_flow_ops", |
| "//tensorflow/python/platform:client_testlib", |
| "//tensorflow/python/util:nest", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "core_test", |
| size = "small", |
| srcs = ["core_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":context", |
| ":core", |
| ":def_function", |
| ":execute", |
| ":executor", |
| ":test", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:resource_variable_ops_gen", |
| "//tensorflow/python:script_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/framework:config", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:device", |
| "//tensorflow/python/platform:tf_logging", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "test", |
| srcs = ["test.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "execute", |
| srcs = ["execute.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":core", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python/framework:tensor_conversion_registry", |
| "//tensorflow/python/types:core", |
| "//tensorflow/python/util:compat", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "graph_only_ops", |
| srcs = ["graph_only_ops.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:op_callbacks", |
| "//tensorflow/python:tensor_shape", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "graph_only_ops_test", |
| srcs = ["graph_only_ops_test.py"], |
| python_version = "PY3", |
| deps = [ |
| "graph_only_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python/framework:ops", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "framework_for_generated_wrappers", |
| deprecation = "Depending on this target can cause build dependency cycles. Depend on the fine-grained sub-targets instead.", |
| srcs_version = "PY3", |
| visibility = ["//visibility:public"], |
| deps = [ |
| ":execute", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:tensor_shape", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "function", |
| srcs = ["function.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python/eager/polymorphic_function:atomic_function", |
| "//tensorflow/python/eager/polymorphic_function:concrete_function", |
| "//tensorflow/python/eager/polymorphic_function:tf_method_target", |
| "//tensorflow/python/eager/polymorphic_function:tracing_compiler", |
| "//tensorflow/python/eager/polymorphic_function:transform", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "backprop", |
| srcs = ["backprop.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":backprop_util", |
| ":context", |
| ":execute", |
| ":imperative_grad", |
| ":tape", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_gen", |
| "//tensorflow/python:check_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:control_flow_util", |
| "//tensorflow/python:default_gradient", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops_gen", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python:unconnected_gradients", |
| "//tensorflow/python/framework:composite_tensor", |
| "//tensorflow/python/framework:composite_tensor_gradient", |
| "//tensorflow/python/framework:indexed_slices", |
| "//tensorflow/python/framework:tensor_util", |
| "//tensorflow/python/framework:type_spec", |
| "//tensorflow/python/ops/parallel_for:control_flow_ops", |
| "//tensorflow/python/platform:tf_logging", |
| "//tensorflow/python/util:_pywrap_utils", |
| "//tensorflow/python/util:nest", |
| "//tensorflow/python/util:tf_decorator", |
| "//tensorflow/python/util:tf_export", |
| "//tensorflow/python/util:variable_utils", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "backprop_util", |
| srcs = ["backprop_util.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/core/config:flags_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:handle_data_util", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python/framework:indexed_slices", |
| "//tensorflow/python/framework:ops", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "forwardprop", |
| srcs = ["forwardprop.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":backprop", |
| ":backprop_util", |
| ":execute", |
| ":forwardprop_util", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:unconnected_gradients", |
| "//tensorflow/python/eager/polymorphic_function:tracing_compiler", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:tensor_shape", |
| "//tensorflow/python/ops/parallel_for:control_flow_ops", |
| "//tensorflow/python/platform:tf_logging", |
| "//tensorflow/python/util:nest", |
| "//tensorflow/python/util:tf_export", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "forwardprop_util", |
| srcs = ["forwardprop_util.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:pywrap_tfe", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "benchmarks_test_base", |
| srcs = ["benchmarks_test_base.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":test", |
| "//tensorflow/python/platform:flags", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "benchmarks_test", |
| srcs = ["benchmarks_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":backprop", |
| ":benchmarks_test_base", |
| ":context", |
| ":core", |
| ":def_function", |
| ":forwardprop", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_gen", |
| "//tensorflow/python:cond", |
| "//tensorflow/python:embedding_ops", |
| "//tensorflow/python:functional_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:math_ops_gen", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:tensor_shape", |
| "//tensorflow/python/framework:tensor_spec", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| "//tensorflow/python/util:nest", |
| "//tensorflow/python/util:tf_decorator", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "run_eager_op_as_function_test", |
| srcs = ["run_eager_op_as_function_test.py"], |
| python_version = "PY3", |
| tags = [ |
| "no_windows", # b/207695287 |
| ], |
| deps = [ |
| ":benchmarks_test_base", |
| ":context", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:bitwise_ops", |
| "//tensorflow/python:critical_section_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python/data/experimental/ops:prefetching_ops", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/ops/ragged:ragged_factory_ops", |
| "//tensorflow/python/ops/ragged:ragged_map_ops", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| "//tensorflow/python/util:tf_decorator", |
| ], |
| ) |
| |
| tf_xla_py_test( |
| name = "run_eager_op_as_function_xla_test", |
| size = "small", |
| srcs = ["run_eager_op_as_function_xla_test.py"], |
| enable_mlir_bridge = False, |
| enabled_backends = [ |
| "cpu", |
| "gpu", |
| ], |
| python_version = "PY3", |
| tags = [ |
| "multi_and_single_gpu", |
| "no_pip", # TODO(b/149738646): fix pip install so these tests run on kokoro pip |
| ], |
| deps = [ |
| ":def_function", |
| ":test", |
| "//tensorflow/compiler/tests:xla_test", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "remote_benchmarks_test", |
| srcs = ["remote_benchmarks_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":context", |
| ":def_function", |
| ":remote", |
| ":test", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/training:server_lib", |
| ], |
| ) |
| |
| tf_py_logged_benchmark( |
| name = "benchmarks", |
| python_version = "PY3", |
| target = "//tensorflow/python/eager:benchmarks_test", |
| ) |
| |
| tf_py_strict_test( |
| name = "record_test", |
| srcs = ["record_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":backprop", |
| ":context", |
| ":record", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:gradients_impl", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/ops:nn_grad", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "ops_test", |
| srcs = ["ops_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":context", |
| ":execute", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_stack", |
| "//tensorflow/python:config", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:errors", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:layers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:sparse_ops", |
| "//tensorflow/python:tensor_shape", |
| "//tensorflow/python/framework:constant_op", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| tf_py_strict_test( |
| name = "pywrap_tfe_test", |
| srcs = ["pywrap_tfe_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":backprop", |
| ":context", |
| ":core", |
| ":def_function", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_stack", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:test_ops", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:ops", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "imperative_grad", |
| srcs = ["imperative_grad.py"], |
| srcs_version = "PY3", |
| deps = [ |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:unconnected_gradients", |
| "//tensorflow/python/util:compat", |
| ], |
| ) |
| |
| # Check that the main TensorFlow python library depends on and links XLA. |
| check_deps( |
| name = "def_function_check_deps", |
| required_deps = [ |
| "//tensorflow/compiler/jit:xla_kernel_creator", |
| ], |
| deps = [":def_function"], |
| ) |
| |
| py_strict_library( |
| name = "def_function", |
| srcs = ["def_function.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python/eager/polymorphic_function", |
| "//tensorflow/python/eager/polymorphic_function:eager_function_run", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "lift_to_graph", |
| srcs = ["lift_to_graph.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:op_selector", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python/framework:func_graph", |
| "//tensorflow/python/util:compat", |
| "//tensorflow/python/util:object_identity", |
| "//tensorflow/python/util:tf_export", |
| ], |
| ) |
| |
| tf_py_strict_test( |
| name = "lift_to_graph_test", |
| size = "medium", |
| srcs = ["lift_to_graph_test.py"], |
| python_version = "PY3", |
| deps = [ |
| "lift_to_graph", |
| ":def_function", |
| ":test", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:func_graph", |
| "//tensorflow/python/util:compat", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "wrap_function", |
| srcs = ["wrap_function.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":context", |
| ":function", |
| ":lift_to_graph", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/core/function/polymorphism:function_type", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/framework", |
| "//tensorflow/python/framework:composite_tensor", |
| "//tensorflow/python/framework:func_graph", |
| "//tensorflow/python/framework:sparse_tensor", |
| "//tensorflow/python/framework:tensor_shape", |
| "//tensorflow/python/framework:tensor_spec", |
| "//tensorflow/python/framework:tensor_util", |
| "//tensorflow/python/platform:tf_logging", |
| "//tensorflow/python/saved_model:nested_structure_coder", |
| "//tensorflow/python/trackable:data_structures", |
| "//tensorflow/python/util:nest", |
| "//tensorflow/python/util:tf_export", |
| ], |
| ) |
| |
| tf_py_strict_test( |
| name = "wrap_function_test", |
| srcs = ["wrap_function_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":backprop", |
| ":def_function", |
| ":wrap_function", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:init_ops", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variable_v1", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/framework", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:tensor_spec", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/ops/ragged:ragged_factory_ops", |
| "//tensorflow/python/ops/ragged:ragged_tensor", |
| "//tensorflow/python/training:saver", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "wrap_function_device_test", |
| srcs = ["wrap_function_device_test.py"], |
| python_version = "PY3", |
| xla_enable_strict_auto_jit = False, |
| xla_enabled = False, |
| deps = [ |
| ":def_function", |
| ":wrap_function", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:config", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_strict_library( |
| name = "remote", |
| srcs = ["remote.py"], |
| srcs_version = "PY3", |
| visibility = ["//tensorflow:internal"], |
| deps = [ |
| ":context", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python/distribute:device_util", |
| "//tensorflow/python/distribute/cluster_resolver:base_cluster_resolver_py", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/platform:remote_utils", |
| "//tensorflow/python/training:server_lib", |
| "//tensorflow/python/util:nest", |
| "//tensorflow/python/util:tf_export", |
| "@absl_py//absl/logging", |
| ] + tf_additional_rpc_deps(), |
| ) |
| |
| cuda_py_strict_test( |
| name = "remote_test", |
| size = "medium", |
| srcs = ["remote_test.py"], |
| grpc_enabled = True, |
| python_version = "PY3", |
| shard_count = 2, |
| tags = [ |
| "no_oss", # This test launches local server. |
| "nofastbuild", # times out |
| "optonly", # times out |
| ], |
| deps = [ |
| ":cancellation", |
| ":context", |
| ":def_function", |
| ":executor", |
| ":remote", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:array_ops_stack", |
| "//tensorflow/python:data_flow_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:functional_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:string_ops", |
| "//tensorflow/python:tensor_spec", |
| "//tensorflow/python:test_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python:while_loop", |
| "//tensorflow/python/data/ops:dataset_ops", |
| "//tensorflow/python/distribute/cluster_resolver:base_cluster_resolver_py", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/training:server_lib", |
| "//tensorflow/python/util:compat", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "remote_execution_test", |
| srcs = ["remote_execution_test.py"], |
| grpc_enabled = True, |
| python_version = "PY3", |
| shard_count = 8, |
| tags = [ |
| "no_oss", # This test launches local server |
| ], |
| deps = [ |
| ":backprop", |
| ":context", |
| ":def_function", |
| ":remote", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:script_ops", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/platform:client_testlib", |
| "//tensorflow/python/training:server_lib", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "remote_cluster_test", |
| srcs = ["remote_cluster_test.py"], |
| grpc_enabled = True, |
| python_version = "PY3", |
| shard_count = 8, |
| tags = [ |
| "no_oss", # This test launches local server |
| "no_tfrt", # TODO(b/171765113) |
| "notsan", # TODO(b/170783249) |
| ], |
| deps = [ |
| ":context", |
| ":def_function", |
| ":executor", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:pywrap_tfe", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/distribute/failure_handling:check_preemption_py", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:test_lib", |
| "//tensorflow/python/platform:client_testlib", |
| "//tensorflow/python/training:coordinator", |
| "//tensorflow/python/training:server_lib", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| tpu_py_strict_test( |
| name = "remote_cloud_tpu_test", |
| srcs = ["remote_cloud_tpu_test.py"], |
| python_version = "PY3", |
| tags = [ |
| "notap", |
| ], |
| deps = [ |
| ":remote", |
| "//tensorflow/python/distribute/cluster_resolver:tpu_cluster_resolver_py", |
| "//tensorflow/python/framework:config", |
| "@absl_py//absl/flags", |
| "@absl_py//absl/testing:absltest", |
| ], |
| ) |
| |
| tpu_py_strict_test( |
| name = "remote_cloud_tpu_pod_test", |
| srcs = ["remote_cloud_tpu_test.py"], |
| args = ["--num_tpu_devices=32"], |
| main = "remote_cloud_tpu_test.py", |
| python_version = "PY3", |
| tags = [ |
| "notap", |
| "tpu_pod", |
| ], |
| deps = [ |
| ":remote", |
| "//tensorflow/python/distribute/cluster_resolver:tpu_cluster_resolver_py", |
| "//tensorflow/python/framework:config", |
| "//tensorflow/python/tpu:tpu_strategy_util", |
| "@absl_py//absl/flags", |
| "@absl_py//absl/testing:absltest", |
| ], |
| ) |
| |
| cuda_py_strict_test( |
| name = "device_placement_test", |
| size = "small", |
| srcs = ["device_placement_test.py"], |
| python_version = "PY3", |
| shard_count = 5, |
| deps = [ |
| ":context", |
| ":def_function", |
| ":remote", |
| ":test", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python/framework:config", |
| "//tensorflow/python/framework:constant_op", |
| "//tensorflow/python/framework:dtypes", |
| "//tensorflow/python/framework:errors", |
| "//tensorflow/python/framework:ops", |
| "//tensorflow/python/framework:test_lib", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "gradient_input_output_exclusions", |
| srcs = ["gradient_input_output_exclusions.py"], |
| srcs_version = "PY3", |
| deps = [ |
| "//tensorflow:tensorflow_py", |
| ], |
| ) |
| |
| py_strict_binary( |
| name = "gen_gradient_input_output_exclusions", |
| srcs = ["gen_gradient_input_output_exclusions.py"], |
| deps = [":gradient_input_output_exclusions"], |
| ) |
| |
| # Needed for the test below. |
| exports_files([ |
| "pywrap_gradient_exclusions.cc", |
| ]) |
| |
| py_strict_test( |
| name = "gradient_input_output_exclusions_test", |
| srcs = ["gradient_input_output_exclusions_test.py"], |
| data = [ |
| ":pywrap_gradient_exclusions.cc", |
| ], |
| python_version = "PY3", |
| srcs_version = "PY3", |
| tags = [ |
| "no_pip", # No point linking the gen script in the pip package. |
| ], |
| deps = [ |
| ":gradient_input_output_exclusions", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:lib", |
| "//tensorflow/python/platform:resource_loader", |
| ], |
| ) |
