#
# Public targets:
# ":platform" - Low-level and platform-specific Python code.
load("//tensorflow:tensorflow.bzl", "py_strict_library")
load("//tensorflow:tensorflow.bzl", "cc_header_only_library", "if_mlir", "if_not_windows", "if_xla_available", "py_test", "py_tests", "tf_cc_shared_object", "tf_cc_test", "tf_cuda_library", "tf_gen_op_wrapper_py")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_monitoring_python_deps")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_python_pybind_extension")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "pybind_extension")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "pywrap_tensorflow_macro")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "cuda_py_tests")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_external_workspace_visible")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_pybind_cc_library_wrapper")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_py_test")
# buildifier: disable=same-origin-load
load("//tensorflow:tensorflow.bzl", "tf_py_build_info_genrule")
load("//tensorflow/core/platform:build_config.bzl", "pyx_library", "tf_additional_all_protos", "tf_additional_lib_deps", "tf_proto_library", "tf_proto_library_py", "tf_protos_grappler") # @unused
load("//tensorflow/core/platform:build_config_root.bzl", "if_static", "tf_additional_plugin_deps", "tf_additional_profiler_deps", "tf_additional_xla_deps_py")
load("//tensorflow/python:build_defs.bzl", "tf_gen_op_wrapper_private_py")
load(
"//third_party/ngraph:build_defs.bzl",
"if_ngraph",
)
# TODO(mdan): Break into per-directory files.
visibility = [
"//engedu/ml/tf_from_scratch:__pkg__",
"//third_party/cloud_tpu/convergence_tools:__subpackages__",
"//third_party/mlperf:__subpackages__",
"//tensorflow:internal",
"//tensorflow/lite/toco/python:__pkg__",
"//tensorflow_models:__subpackages__",
"//tensorflow_model_optimization:__subpackages__",
"//third_party/py/cleverhans:__subpackages__",
"//third_party/py/reverb:__subpackages__",
"//third_party/py/neural_structured_learning:__subpackages__",
"//third_party/py/tensorflow_examples:__subpackages__",
"//third_party/py/tf_slim:__subpackages__",
# TODO(aselle): to pass open source test.
"//bazel_pip/tensorflow/lite/toco/python:__pkg__",
"//third_party/py/tensorflow_docs:__subpackages__",
]
package(
default_visibility = visibility,
licenses = ["notice"], # Apache 2.0
)
exports_files(["LICENSE"])
# Description:
py_library(
name = "python",
srcs = ["__init__.py"],
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__pkg__",
"//tensorflow/compiler/aot/tests:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/lite/toco/python:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/python/debug:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/python/tools:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/tools/quantization:__pkg__", # TODO(b/34059704): remove when fixed
],
deps = [
":no_contrib",
"//tensorflow/python/estimator:estimator_py",
"//tensorflow/python/tpu:tpu_estimator",
],
)
py_library(
name = "keras_lib",
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__pkg__",
"//tensorflow:internal",
"//tensorflow/python/estimator:__subpackages__",
"//tensorflow/python/keras:__subpackages__",
"//tensorflow/python/tools:__pkg__",
"//tensorflow/python/tools/api/generator:__pkg__",
"//tensorflow/tools/api/tests:__pkg__",
"//tensorflow/tools/compatibility/update:__pkg__",
"//tensorflow_estimator:__subpackages__",
],
deps = [
":layers",
":rnn",
"//tensorflow/python/feature_column:feature_column_py",
"//tensorflow/python/keras",
],
)
py_library(
name = "no_contrib",
srcs = ["__init__.py"],
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__pkg__",
"//tensorflow/python/estimator:__subpackages__",
"//tensorflow/python/keras:__subpackages__",
"//tensorflow/python/tools:__pkg__",
"//tensorflow/python/tools/api/generator:__pkg__",
"//tensorflow/tools/api/tests:__pkg__",
"//tensorflow/tools/compatibility/update:__pkg__",
"//third_party/py/tensorflow_core:__subpackages__",
],
deps = [
":_pywrap_checkpoint_reader",
":_pywrap_events_writer",
":_pywrap_kernel_registry",
":_pywrap_py_exception_registry",
":_pywrap_python_op_gen",
":_pywrap_quantize_training",
":_pywrap_stacktrace_handler",
":_pywrap_stat_summarizer",
":_pywrap_tfprof",
":_pywrap_transform_graph",
":_pywrap_util_port",
":_pywrap_utils",
":array_ops",
":audio_ops_gen",
":bincount_ops",
":bitwise_ops",
":boosted_trees_ops",
":check_ops",
":client",
":client_testlib",
":clustering_ops",
":collective_ops",
":cond_v2",
":config",
":confusion_matrix",
":control_flow_ops",
":cudnn_rnn_ops_gen",
":distributed_framework_test_lib",
":errors",
":framework",
":framework_combinations",
":framework_for_generated_wrappers",
":functional_ops",
":gradient_checker",
":gradient_checker_v2",
":graph_util",
":histogram_ops",
":image_ops",
":initializers_ns",
":io_ops",
":keras_lib",
":kernels",
":lib",
":list_ops",
":manip_ops",
":map_fn",
":math_ops",
":metrics",
":nccl_ops",
":nn",
":ops",
":platform",
":proto_ops",
":pywrap_tensorflow",
":pywrap_tf_session",
":pywrap_tfe",
":rnn_ops_gen",
":saver_test_utils",
":script_ops",
":sendrecv_ops_gen",
":session_ops",
":sets",
":sparse_ops",
":standard_ops",
":state_ops",
":string_ops",
":subscribe",
":summary",
":tensor_array_ops",
":tensor_forest_ops",
":test_ops", # TODO: Break testing code out into separate rule.
":tf_cluster",
":tf_item",
":tf_optimizer",
":training",
":util",
":weights_broadcast_ops",
":while_v2",
"//tensorflow/core:protos_all_py",
"//tensorflow/lite/python:lite",
"//tensorflow/python/compat",
"//tensorflow/python/compat:v2_compat",
"//tensorflow/python/compiler",
"//tensorflow/python/data",
"//tensorflow/python/debug:debug_py",
"//tensorflow/python/distribute",
"//tensorflow/python/distribute:distribute_config",
"//tensorflow/python/distribute:estimator_training",
"//tensorflow/python/dlpack",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:monitoring",
"//tensorflow/python/eager:profiler",
"//tensorflow/python/eager:profiler_client",
"//tensorflow/python/eager:remote",
"//tensorflow/python/module",
"//tensorflow/python/ops/distributions",
"//tensorflow/python/ops/linalg",
"//tensorflow/python/ops/linalg/sparse",
"//tensorflow/python/ops/losses",
"//tensorflow/python/ops/numpy_ops:numpy",
"//tensorflow/python/ops/parallel_for",
"//tensorflow/python/ops/ragged",
"//tensorflow/python/ops/signal",
"//tensorflow/python/profiler",
"//tensorflow/python/profiler:profiler_client",
"//tensorflow/python/profiler:profiler_v2",
"//tensorflow/python/profiler:trace",
"//tensorflow/python/saved_model",
"//tensorflow/python/tools:module_util",
"//tensorflow/python/tools/api/generator:create_python_api",
"//tensorflow/python/tpu:tpu_noestimator",
"//tensorflow/python/types",
"//third_party/py/numpy",
],
)
# This target should only be used for API generation.
py_library(
name = "modules_with_exports",
srcs = ["modules_with_exports.py"],
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__pkg__",
"//tensorflow/python/tools/api/generator:__pkg__",
"//third_party/py/tensorflow_core:__subpackages__",
],
deps = [
":no_contrib",
],
)
# TODO(gunan): Investigate making this action hermetic so we do not need
# to run it locally.
tf_py_build_info_genrule(
name = "py_build_info_gen",
out = "platform/build_info.py",
)
py_library(
name = "platform_build_info",
srcs = ["platform/build_info.py"],
)
py_library(
name = "platform",
srcs = glob(
[
"platform/*.py",
],
exclude = [
"**/*test.py",
"**/benchmark.py", # In platform_benchmark.
"**/analytics.py", # In platform_analytics.
"**/device_context.py", # In platform_device_context.
],
) + ["platform/build_info.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":_pywrap_util_port",
":lib",
":platform_build_info",
":pywrap_tfe",
":util",
"//tensorflow/core:protos_all_py",
"@absl_py//absl/flags",
"@rules_python//python/runfiles",
"@six_archive//:six",
],
)
py_library(
name = "platform_benchmark",
srcs = ["platform/benchmark.py"],
srcs_version = "PY2AND3",
deps = [
":client",
":platform",
"@six_archive//:six",
],
)
py_library(
name = "platform_analytics",
srcs = ["platform/analytics.py"],
srcs_version = "PY2AND3",
)
py_library(
name = "platform_device_context",
srcs = ["platform/device_context.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":framework",
],
)
py_library(
name = "platform_test",
srcs = ["platform/googletest.py"],
srcs_version = "PY2AND3",
deps = [
":platform_benchmark",
"@absl_py//absl/testing:absltest",
],
)
tf_py_test(
name = "resource_loader_test",
size = "small",
srcs = ["platform/resource_loader_test.py"],
data = [
"platform/resource_loader.py",
],
python_version = "PY3",
tags = [
"no_pip",
"no_windows",
],
deps = [
":platform",
":platform_test",
],
)
tf_py_test(
name = "sysconfig_test",
size = "small",
srcs = ["platform/sysconfig_test.py"],
data = [
"platform/sysconfig.py",
],
python_version = "PY3",
tags = [
"no_pip",
"no_windows",
],
deps = [
":platform",
":platform_test",
],
)
tf_py_test(
name = "flags_test",
size = "small",
srcs = ["platform/flags_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":platform",
],
)
tf_py_test(
name = "stacktrace_handler_test",
size = "small",
srcs = ["platform/stacktrace_handler_test.py"],
python_version = "PY3",
tags = [
"no_windows",
"nomac",
"notap", # TODO(b/137133525): enable after this is fixed.
],
deps = [
":client_testlib",
":platform",
],
)
tf_py_test(
name = "app_test",
size = "small",
srcs = ["platform/app_test.py"],
python_version = "PY3",
tags = ["notap"],
deps = [":platform"],
)
cc_library(
name = "cost_analyzer_lib",
srcs = ["grappler/cost_analyzer.cc"],
hdrs = ["grappler/cost_analyzer.h"],
deps = [
"//tensorflow/core:lib",
"//tensorflow/core/grappler/costs:analytical_cost_estimator",
"//tensorflow/core/grappler/costs:measuring_cost_estimator",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/grappler:grappler_item",
"//tensorflow/core/grappler/clusters:cluster",
"//tensorflow/core/grappler/costs:cost_estimator",
"//tensorflow/core/grappler/costs:utils",
] + tf_protos_grappler(),
alwayslink = 1,
)
# Necessary for the pywrap inclusion below. Combining targets does not work
# properly.
tf_pybind_cc_library_wrapper(
name = "cost_analyzer_headers",
deps = [
":cost_analyzer_lib",
],
)
tf_python_pybind_extension(
name = "_pywrap_cost_analyzer",
srcs = ["grappler/cost_analyzer_wrapper.cc"],
hdrs = [
"grappler/cost_analyzer.h",
"//tensorflow/cc:pywrap_required_hdrs",
"//tensorflow/core/grappler:pywrap_required_hdrs",
"//tensorflow/core/grappler/clusters:pywrap_required_hdrs",
"//tensorflow/core/grappler/costs:pywrap_required_hdrs",
"//tensorflow/core/public:session.h",
"//tensorflow/core/public:session_options.h",
],
module_name = "_pywrap_cost_analyzer",
deps = [
":cost_analyzer_headers",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core/common_runtime/gpu:gpu_id",
"@pybind11",
],
)
cc_library(
name = "model_analyzer_lib",
srcs = ["grappler/model_analyzer.cc"],
hdrs = ["grappler/model_analyzer.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/grappler:grappler_item",
"//tensorflow/core/grappler/costs:graph_properties",
],
)
tf_python_pybind_extension(
name = "_pywrap_model_analyzer",
srcs = ["grappler/model_analyzer_wrapper.cc"],
hdrs = [
"grappler/model_analyzer.h",
"//tensorflow/core/grappler:pywrap_required_hdrs",
],
module_name = "_pywrap_model_analyzer",
deps = [
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"@pybind11",
],
)
cc_library(
name = "numpy_lib",
srcs = ["lib/core/numpy.cc"],
hdrs = ["lib/core/numpy.h"],
deps = [
"//third_party/py/numpy:headers",
"//third_party/python_runtime:headers",
],
)
cc_library(
name = "bfloat16_lib",
srcs = ["lib/core/bfloat16.cc"],
hdrs = ["lib/core/bfloat16.h"],
deps = [
":numpy_lib",
":safe_ptr",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/python_runtime:headers",
],
)
tf_python_pybind_extension(
name = "_pywrap_bfloat16",
srcs = ["lib/core/bfloat16_wrapper.cc"],
hdrs = ["lib/core/bfloat16.h"],
module_name = "_pywrap_bfloat16",
deps = [
"//third_party/python_runtime:headers",
"@pybind11",
],
)
# Necessary for the pywrap inclusion below.
tf_pybind_cc_library_wrapper(
name = "tfcompile_headers_lib",
deps = [
"//tensorflow/compiler/aot:tfcompile_lib",
],
)
tf_python_pybind_extension(
name = "_pywrap_tfcompile",
srcs = ["tfcompile_wrapper.cc"],
features = ["-layering_check"],
module_name = "_pywrap_tfcompile",
deps = [
":tfcompile_headers_lib",
"@pybind11",
"//third_party/python_runtime:headers",
":pybind11_lib",
":pybind11_status",
# The headers here cannot be brought in via cc_header_only_library
"//tensorflow/compiler/aot:llvm_targets",
],
)
cc_library(
name = "ndarray_tensor_bridge",
srcs = ["lib/core/ndarray_tensor_bridge.cc"],
hdrs = ["lib/core/ndarray_tensor_bridge.h"],
visibility = tf_external_workspace_visible(
visibility + [
"//tensorflow:ndarray_tensor_allow_list",
],
),
deps = [
":bfloat16_lib",
":numpy_lib",
"//tensorflow/c:c_api",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "py_exception_registry",
srcs = ["lib/core/py_exception_registry.cc"],
hdrs = ["lib/core/py_exception_registry.h"],
deps = [
"//tensorflow/c:tf_status_headers",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//third_party/python_runtime:headers",
],
alwayslink = 1,
)
cc_library(
name = "pybind11_absl",
hdrs = ["lib/core/pybind11_absl.h"],
features = ["-parse_headers"],
visibility = tf_external_workspace_visible(visibility),
deps = [
"//tensorflow/core/platform:stringpiece",
"@pybind11",
],
)
cc_library(
name = "pybind11_lib",
hdrs = ["lib/core/pybind11_lib.h"],
features = ["-parse_headers"],
visibility = tf_external_workspace_visible(visibility),
deps = [
"@pybind11",
],
)
cc_library(
name = "pybind11_status_headers",
hdrs = [
"lib/core/py_exception_registry.h",
"lib/core/pybind11_status.h",
"//tensorflow/c:headers",
"//tensorflow/c/eager:headers",
],
features = [
"-parse_headers",
],
visibility = tf_external_workspace_visible(visibility),
deps = [
"//tensorflow/c:tf_status_headers",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
cc_library(
name = "pybind11_status",
hdrs = [
"lib/core/py_exception_registry.h",
"lib/core/pybind11_status.h",
"//tensorflow/c:headers",
],
features = ["-parse_headers"],
visibility = tf_external_workspace_visible(visibility),
deps = [
":pybind11_status_headers",
"//tensorflow/core:lib",
],
)
cc_library(
name = "pybind11_proto",
hdrs = ["lib/core/pybind11_proto.h"],
features = ["-parse_headers"],
visibility = tf_external_workspace_visible(visibility),
deps = [
"@com_google_absl//absl/strings",
"@pybind11",
],
)
cc_library(
name = "kernel_registry",
srcs = ["util/kernel_registry.cc"],
hdrs = ["util/kernel_registry.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
alwayslink = 1,
)
py_library(
name = "pywrap_tf_session",
srcs = ["client/pywrap_tf_session.py"],
visibility = ["//visibility:public"],
deps = [
":_pywrap_tf_session",
":pywrap_tensorflow",
],
)
tf_python_pybind_extension(
name = "_pywrap_tf_session",
srcs = ["client/tf_session_wrapper.cc"],
hdrs = [
"client/tf_session_helper.h",
"lib/core/numpy.h",
"lib/core/safe_ptr.h",
"//tensorflow/c:headers",
"//tensorflow/c:pywrap_required_hdrs",
"//tensorflow/c/eager:headers",
"//tensorflow/c/eager:pywrap_required_hdrs",
"//tensorflow/core/common_runtime/eager:pywrap_required_hdrs",
"//tensorflow/core/distributed_runtime:pywrap_required_hdrs",
"//tensorflow/core/distributed_runtime/eager:pywrap_required_hdrs",
"//tensorflow/core/framework:pywrap_required_hdrs",
],
module_name = "_pywrap_tf_session",
deps = [
":pybind11_lib",
":pybind11_status",
"//third_party/py/numpy:headers",
"@pybind11",
"//third_party/python_runtime:headers",
"//tensorflow/core:protos_all_cc",
"//tensorflow/c/experimental/saved_model/core:pywrap_required_hdrs",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"@com_google_absl//absl/types:optional",
] + if_static(
extra_deps = [
"//tensorflow/core/protobuf:eager_service_proto_cc",
"//tensorflow/core/protobuf:master_proto_cc",
"//tensorflow/core/protobuf:worker_proto_cc",
"//tensorflow/core:version_lib",
],
otherwise = [
"//tensorflow/core/protobuf:eager_service_proto_cc_headers_only",
"//tensorflow/core/protobuf:master_proto_cc_headers_only",
"//tensorflow/core/protobuf:worker_proto_cc_headers_only",
],
),
)
tf_python_pybind_extension(
name = "_pywrap_tfprof",
srcs = ["util/tfprof_wrapper.cc"],
module_name = "_pywrap_tfprof",
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core/profiler/internal:print_model_analysis_hdr",
"//third_party/eigen3",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/strings",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_utils",
srcs = ["util/util_wrapper.cc"],
hdrs = ["util/util.h"],
module_name = "_pywrap_utils",
deps = [
":pybind11_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_kernel_registry",
srcs = ["util/kernel_registry_wrapper.cc"],
hdrs = ["util/kernel_registry.h"],
module_name = "_pywrap_kernel_registry",
deps = [
":pybind11_lib",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_quantize_training",
srcs = [
"training/quantize_training_wrapper.cc",
],
hdrs = ["//tensorflow/core/common_runtime:quantize_training_hdrs"],
module_name = "_pywrap_quantize_training",
deps = [
":pybind11_lib",
":pybind11_proto",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/strings",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_stat_summarizer",
srcs = ["util/stat_summarizer_wrapper.cc"],
module_name = "_pywrap_stat_summarizer",
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:protos_all_cc",
"//third_party/eigen3",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/memory",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_tf32_execution",
srcs = ["util/tf32.cc"],
module_name = "_pywrap_tf32_execution",
deps = [
"//tensorflow/core/platform:tf32_utils",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_util_port",
srcs = ["util/port_wrapper.cc"],
hdrs = ["//tensorflow/core/util:port_hdrs"],
module_name = "_pywrap_util_port",
deps = [
"//tensorflow/core/util:port",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_debug_events_writer",
srcs = ["client/debug_events_writer_wrapper.cc"],
module_name = "_pywrap_debug_events_writer",
deps = [
":pybind11_absl",
":pybind11_proto",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/strings",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_events_writer",
srcs = ["client/events_writer_wrapper.cc"],
module_name = "_pywrap_events_writer",
deps = [
":pybind11_absl",
":pybind11_proto",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/strings",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_stacktrace_handler",
srcs = ["platform/stacktrace_handler_wrapper.cc"],
hdrs = ["//tensorflow/core/platform:stacktrace_handler_hdrs"],
module_name = "_pywrap_stacktrace_handler",
deps = [
"//third_party/python_runtime:headers",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_transform_graph",
srcs = ["util/transform_graph_wrapper.cc"],
hdrs = ["//tensorflow/tools/graph_transforms:transform_graph_hdrs"],
module_name = "_pywrap_transform_graph",
deps = [
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_checkpoint_reader",
srcs = ["util/py_checkpoint_reader_wrapper.cc"],
hdrs = [
"lib/core/ndarray_tensor.h",
"lib/core/safe_ptr.h",
":py_exception_registry_hdr",
"//tensorflow/c:checkpoint_reader_hdrs",
"//tensorflow/c:headers",
"//tensorflow/c/eager:headers",
],
module_name = "_pywrap_checkpoint_reader",
deps = [
":pybind11_lib",
":pybind11_status",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/util/tensor_bundle:tensor_bundle_headers_lib",
"//third_party/py/numpy:headers",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/strings",
"@pybind11",
],
)
filegroup(
name = "py_exception_registry_hdr",
srcs = [
"lib/core/py_exception_registry.h",
],
visibility = ["//visibility:public"],
)
tf_python_pybind_extension(
name = "_pywrap_py_exception_registry",
srcs = ["lib/core/py_exception_registry_wrapper.cc"],
hdrs = [
":py_exception_registry_hdr",
"//tensorflow/c:headers",
"//tensorflow/c/eager:headers",
],
module_name = "_pywrap_py_exception_registry",
deps = [
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:status",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/container:fixed_array",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_pywrap_toco_api",
srcs = [
"lite/toco_python_api_wrapper.cc",
],
hdrs = ["//tensorflow/lite/toco/python:toco_python_api_hdrs"],
module_name = "_pywrap_toco_api",
deps = [
":pybind11_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
cc_library(
name = "cpp_python_util",
srcs = ["util/util.cc"],
hdrs = ["util/util.h"],
deps = [
":safe_ptr",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/memory",
],
)
cc_library(
name = "py_func_lib",
srcs = ["lib/core/py_func.cc"],
hdrs = ["lib/core/py_func.h"],
deps = [
":ndarray_tensor",
":ndarray_tensor_bridge",
":numpy_lib",
":py_util",
":safe_ptr",
"//tensorflow/c:tf_status_helper",
"//tensorflow/c/eager:c_api",
"//tensorflow/c/eager:tfe_context_internal",
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:script_ops_op_lib",
"//tensorflow/core/common_runtime/eager:context",
"//tensorflow/core/common_runtime/eager:tensor_handle",
"//tensorflow/python/eager:pywrap_tfe_lib",
"//third_party/py/numpy:headers",
"//third_party/python_runtime:headers",
],
alwayslink = 1,
)
cc_header_only_library(
name = "py_func_headers_lib",
tags = ["no-ide"],
deps = [
":py_func_lib",
],
)
tf_python_pybind_extension(
name = "_pywrap_py_func",
srcs = ["lib/core/py_func_wrapper.cc"],
module_name = "_pywrap_py_func",
deps = [
":py_func_headers_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
cc_library(
name = "safe_ptr",
srcs = ["lib/core/safe_ptr.cc"],
hdrs = ["lib/core/safe_ptr.h"],
deps = [
"//tensorflow/c:c_api",
"//tensorflow/c/eager:c_api",
"//third_party/python_runtime:headers",
],
)
cc_library(
name = "ndarray_tensor_headers",
hdrs = [
"lib/core/bfloat16.h",
"lib/core/ndarray_tensor.h",
"lib/core/ndarray_tensor_bridge.h",
"lib/core/numpy.h",
"lib/core/safe_ptr.h",
"//tensorflow/c:headers",
"//tensorflow/c:pywrap_required_hdrs",
"//tensorflow/c/eager:headers",
],
features = [
"-parse_headers",
],
visibility = tf_external_workspace_visible(visibility + [
"//learning/deepmind/courier:__subpackages__",
]),
deps = [
":numpy_lib",
"//tensorflow/c:tf_status_headers",
"//tensorflow/core:framework_internal_headers_lib",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//third_party/py/numpy:headers",
"//third_party/python_runtime:headers",
],
)
cc_library(
name = "ndarray_tensor",
srcs = ["lib/core/ndarray_tensor.cc"],
hdrs = ["lib/core/ndarray_tensor.h"],
visibility = tf_external_workspace_visible(visibility + [
"//tensorflow:ndarray_tensor_allow_list",
]),
deps = [
":bfloat16_lib",
":ndarray_tensor_bridge",
":numpy_lib",
":safe_ptr",
"//tensorflow/c:c_api",
"//tensorflow/c:c_api_internal",
"//tensorflow/c:tf_status_helper",
"//tensorflow/c:tf_tensor_internal",
"//tensorflow/c/eager:tfe_context_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "py_seq_tensor",
srcs = ["lib/core/py_seq_tensor.cc"],
hdrs = ["lib/core/py_seq_tensor.h"],
deps = [
":ndarray_tensor",
":ndarray_tensor_bridge",
":numpy_lib",
":py_util",
":safe_ptr",
"//tensorflow/c:tensor_interface",
"//tensorflow/c:tf_tensor_internal",
"//tensorflow/c/eager:c_api_internal",
"//tensorflow/c/eager:tfe_context_internal",
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/python_runtime:headers", # build_cleaner: keep; DNR: b/35864863
],
)
cc_library(
name = "py_util",
srcs = ["lib/core/py_util.cc"],
hdrs = ["lib/core/py_util.h"],
deps = [
"//tensorflow/core:lib",
"//tensorflow/core:script_ops_op_lib",
"//tensorflow/core/platform:logging",
"//third_party/python_runtime:headers",
],
)
cc_library(
name = "py_record_reader_lib",
srcs = ["lib/io/py_record_reader.cc"],
hdrs = ["lib/io/py_record_reader.h"],
deps = [
"//tensorflow/c:c_api",
"//tensorflow/c:tf_status_helper",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
],
)
tf_cc_shared_object(
name = "framework/test_file_system.so",
srcs = ["framework/test_file_system.cc"],
copts = if_not_windows(["-Wno-sign-compare"]),
linkopts = select({
"//conditions:default": [
"-lm",
],
"//tensorflow:macos": [],
"//tensorflow:windows": [],
}),
deps = [
"//tensorflow/core:framework_headers_lib",
"//third_party/eigen3",
"@com_google_protobuf//:protobuf_headers",
],
)
tf_py_test(
name = "file_system_test",
size = "small",
srcs = ["framework/file_system_test.py"],
data = [":framework/test_file_system.so"],
main = "framework/file_system_test.py",
python_version = "PY3",
tags = [
"no_pip", # Path issues due to test environment
"no_windows",
"notap",
],
deps = [
":client_testlib",
":data_flow_ops",
":framework",
":framework_for_generated_wrappers",
":io_ops",
":platform",
":util",
],
)
tf_py_test(
name = "decorator_utils_test",
srcs = ["util/decorator_utils_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":platform",
":util",
],
)
tf_py_test(
name = "deprecation_test",
srcs = ["util/deprecation_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":platform",
":util",
],
)
tf_py_test(
name = "dispatch_test",
srcs = ["util/dispatch_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":platform",
":util",
],
)
tf_py_test(
name = "keyword_args_test",
srcs = ["util/keyword_args_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
cc_library(
name = "python_op_gen",
srcs = [
"framework/python_op_gen.cc",
"framework/python_op_gen_internal.cc",
],
hdrs = [
"framework/python_op_gen.h",
"framework/python_op_gen_internal.h",
],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/strings",
],
alwayslink = 1,
)
cc_header_only_library(
name = "python_op_gen_headers_lib",
extra_deps = [
"//tensorflow/core:protos_all_cc",
],
tags = ["no-ide"],
deps = [
":python_op_gen",
],
)
tf_python_pybind_extension(
name = "_pywrap_python_op_gen",
srcs = ["framework/python_op_gen_wrapper.cc"],
module_name = "_pywrap_python_op_gen",
deps = [
":pybind11_absl",
":pybind11_lib",
":python_op_gen_headers_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
cc_library(
name = "python_op_gen_main",
srcs = ["framework/python_op_gen_main.cc"],
visibility = ["//visibility:public"],
deps = [
":python_op_gen",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_all_cc",
],
alwayslink = 1,
)
tf_cc_test(
name = "python_op_gen_test",
srcs = ["framework/python_op_gen_test.cc"],
deps = [
":python_op_gen",
"//tensorflow/core:framework",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
py_library(
name = "framework_for_generated_wrappers",
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":constant_op",
":device",
":device_spec",
":dtypes",
":framework_ops",
":function",
":op_def_library",
":op_def_registry",
":registry",
":tensor_shape",
":versions",
],
)
# What is needed for tf_gen_op_wrapper_py. This is the same as
# "framework_for_generated_wrappers" minus the "function" dep. This is to avoid
# circular dependencies, as "function" uses generated op wrappers.
py_library(
name = "framework_for_generated_wrappers_v2",
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":constant_op",
":device",
":device_spec",
":dtypes",
":framework_ops",
":op_def_library",
":op_def_registry",
":registry",
":tensor_shape",
":versions",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:core",
"//tensorflow/python/eager:execute",
"//tensorflow/tools/docs:doc_controls",
],
)
py_library(
name = "subscribe",
srcs = ["framework/subscribe.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_ops",
":platform",
":variables",
],
)
py_library(
name = "framework",
srcs = [
"framework/framework_lib.py",
"framework/graph_io.py",
"framework/importer.py",
"framework/load_library.py",
"framework/meta_graph.py",
],
srcs_version = "PY2AND3",
deps = [
":_pywrap_checkpoint_reader",
":_pywrap_debug_events_writer",
":_pywrap_events_writer",
":_pywrap_kernel_registry",
":_pywrap_py_exception_registry",
":_pywrap_py_func", # TODO(b/142001480): remove once the bug is fixed.
":_pywrap_python_op_gen",
":_pywrap_quantize_training",
":_pywrap_stacktrace_handler",
":_pywrap_stat_summarizer",
":_pywrap_tfprof",
":_pywrap_transform_graph",
":_pywrap_util_port",
":_pywrap_utils",
":composite_tensor",
":convert_to_constants",
":cpp_shape_inference_proto_py",
":errors",
":framework_fast_tensor_util",
":framework_for_generated_wrappers",
":function",
":graph_util",
":lib",
":platform",
":pywrap_tensorflow",
":pywrap_tf_session",
":pywrap_tfe",
":pywrap_mlir",
":random_seed",
":sparse_tensor",
":tensor_spec",
":tensor_util",
":type_spec",
":util",
"//third_party/py/numpy",
"@six_archive//:six",
"//tensorflow/python/eager:context",
] + if_xla_available([
":_pywrap_tfcompile",
]),
)
py_library(
name = "c_api_util",
srcs = ["framework/c_api_util.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tf_session",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "common_shapes",
srcs = ["framework/common_shapes.py"],
srcs_version = "PY2AND3",
deps = [
":tensor_shape",
],
)
py_library(
name = "constant_op",
srcs = ["framework/constant_op.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":tensor_shape",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:execute",
"//tensorflow/python/profiler:traceme",
],
)
py_library(
name = "device_spec",
srcs = ["framework/device_spec.py"],
srcs_version = "PY2AND3",
deps = [
":util",
],
)
py_library(
name = "device",
srcs = ["framework/device.py"],
srcs_version = "PY2AND3",
)
tf_python_pybind_extension(
name = "_dtypes",
srcs = ["framework/dtypes.cc"],
module_name = "_dtypes",
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:protos_all_cc",
"//third_party/eigen3",
"@pybind11",
],
)
py_library(
name = "dtypes",
srcs = ["framework/dtypes.py"],
srcs_version = "PY2AND3",
deps = [
":_dtypes",
":_pywrap_bfloat16",
":pywrap_tensorflow",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "errors",
srcs = [
"framework/errors.py",
"framework/errors_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":_pywrap_py_exception_registry",
":c_api_util",
":error_interpolation",
":pywrap_tf_session",
":util",
],
)
py_library(
name = "error_interpolation",
srcs = [
"framework/error_interpolation.py",
],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "function",
srcs = ["framework/function.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":graph_to_function_def",
":op_def_registry",
":pywrap_tf_session",
":util",
":variable_scope",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "graph_to_function_def",
srcs = ["framework/graph_to_function_def.py"],
srcs_version = "PY2AND3",
deps = [
":op_def_registry",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "function_def_to_graph",
srcs = ["framework/function_def_to_graph.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_ops",
":function",
":tensor_shape",
":versions",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "function_def_to_graph_test",
size = "small",
srcs = ["framework/function_def_to_graph_test.py"],
python_version = "PY3",
tags = ["no_pip"],
deps = [
":array_ops",
":client_testlib",
":constant_op",
":dtypes",
":framework_ops",
":function",
":function_def_to_graph",
":graph_to_function_def",
":math_ops",
":op_def_library",
":test_ops",
],
)
py_library(
name = "graph_util",
srcs = [
"framework/graph_util.py",
"framework/graph_util_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":platform",
":tensor_util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "convert_to_constants",
srcs = [
"framework/convert_to_constants.py",
],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":platform",
":tensor_util",
":tf_optimizer",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "kernels",
srcs = [
"framework/kernels.py",
],
srcs_version = "PY2AND3",
deps = [
":pywrap_tf_session",
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "op_def_library",
srcs = ["framework/op_def_library.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":op_callbacks",
":op_def_registry",
":platform",
":tensor_shape",
":util",
"//tensorflow/core:protos_all_py",
"@six_archive//:six",
],
)
tf_python_pybind_extension(
name = "_op_def_registry",
srcs = ["framework/op_def_registry.cc"],
module_name = "_op_def_registry",
deps = [
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:protos_all_cc",
"@pybind11",
],
)
py_library(
name = "op_def_registry",
srcs = ["framework/op_def_registry.py"],
srcs_version = "PY2AND3",
deps = [
":_op_def_registry",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "framework_ops", # "ops" is already the name of a deprecated target
srcs = ["framework/ops.py"],
srcs_version = "PY2AND3",
deps = [
":c_api_util",
":control_flow_util",
":device",
":dtypes",
":error_interpolation",
":indexed_slices",
":op_def_registry",
":platform",
":registry",
":tensor_conversion_registry",
":tensor_shape",
":tf2",
":traceable_stack",
":type_spec",
":util",
":versions",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:core",
"//tensorflow/python/eager:monitoring",
"//tensorflow/python/eager:tape",
"@six_archive//:six",
],
)
py_library(
name = "op_callbacks",
srcs = ["framework/op_callbacks.py"],
srcs_version = "PY2AND3",
)
cuda_py_test(
name = "op_callbacks_test",
srcs = ["framework/op_callbacks_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":control_flow_ops",
":framework_test_lib",
":script_ops",
":sparse_ops",
":sparse_tensor",
"//tensorflow/python/eager:execute",
"//tensorflow/python/eager:test",
"//third_party/py/numpy",
],
)
py_library(
name = "indexed_slices",
srcs = ["framework/indexed_slices.py"],
srcs_version = "PY2AND3",
deps = [
":composite_tensor",
":dtypes",
":tensor_conversion_registry",
":tensor_shape",
":type_spec",
":util",
"//tensorflow/python/eager:context",
"//tensorflow/python/types",
],
)
py_library(
name = "tensor_conversion_registry",
srcs = ["framework/tensor_conversion_registry.py"],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/python/eager:context",
],
)
py_library(
name = "map_fn",
srcs = ["ops/map_fn.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":control_flow_ops",
":framework_ops",
":sparse_tensor",
":tensor_array_ops",
":tensor_shape",
":util",
":variable_scope",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "func_graph",
srcs = ["framework/func_graph.py"],
srcs_version = "PY2AND3",
deps = [
":auto_control_deps",
":framework_ops",
":sparse_tensor",
":tensor_array_ops",
"//tensorflow/python/autograph",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:graph_only_ops",
"//tensorflow/python/eager:tape",
],
)
py_library(
name = "auto_control_deps",
srcs = ["framework/auto_control_deps.py"],
srcs_version = "PY2AND3",
deps = [
":auto_control_deps_utils",
":control_flow_ops",
":framework_ops",
":sparse_tensor",
":tensor_array_ops",
":util",
],
)
py_library(
name = "auto_control_deps_utils",
srcs = ["framework/auto_control_deps_utils.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
],
)
tf_py_test(
name = "auto_control_deps_test",
size = "small",
srcs = ["framework/auto_control_deps_test.py"],
python_version = "PY3",
deps = [
":auto_control_deps",
":client_testlib",
":sendrecv_ops_gen",
],
)
py_library(
name = "config",
srcs = ["framework/config.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
":util",
"//tensorflow/python/eager:context",
],
)
cuda_py_test(
name = "config_test",
size = "small",
srcs = ["framework/config_test.py"],
python_version = "PY3",
tags = ["no_pip"], # test_ops are not available in pip.
deps = [
":client_testlib",
":config",
":constant_op",
":platform",
":test_ops",
":util",
] + tf_additional_xla_deps_py(),
)
py_library(
name = "random_seed",
srcs = ["framework/random_seed.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
],
)
py_library(
name = "registry",
srcs = ["framework/registry.py"],
srcs_version = "PY2AND3",
deps = [
":platform",
":util",
],
)
py_library(
name = "smart_cond",
srcs = ["framework/smart_cond.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":pywrap_tf_session",
":tensor_util",
],
)
tf_py_test(
name = "smart_cond_test",
size = "small",
srcs = ["framework/smart_cond_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":constant_op",
":framework_ops",
":math_ops",
":session",
":smart_cond",
],
)
py_library(
name = "sparse_tensor",
srcs = ["framework/sparse_tensor.py"],
srcs_version = "PY2AND3",
deps = [
":composite_tensor",
":dtypes",
":framework_ops",
":tensor_util",
":type_spec",
"//tensorflow/python/types",
],
)
py_library(
name = "composite_tensor",
srcs = ["framework/composite_tensor.py"],
srcs_version = "PY2AND3",
visibility = visibility + ["//tensorflow:composite_tensor_whitelist"],
deps = [
":dtypes",
":tensor_util",
],
)
py_library(
name = "composite_tensor_utils",
srcs = ["framework/composite_tensor_utils.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":composite_tensor",
":sparse_ops",
":sparse_tensor",
"//tensorflow/python/ops/ragged:ragged_concat_ops",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/ops/ragged:ragged_tensor_value",
"//third_party/py/numpy",
],
)
py_test(
name = "framework_composite_tensor_test",
srcs = ["framework/composite_tensor_test.py"],
main = "framework/composite_tensor_test.py",
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":composite_tensor",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_composite_tensor_utils_test",
srcs = ["framework/composite_tensor_utils_test.py"],
main = "framework/composite_tensor_utils_test.py",
python_version = "PY3",
deps = [
":array_ops",
":composite_tensor",
":composite_tensor_utils",
":framework_test_lib",
":sparse_ops",
":sparse_tensor",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/ops/ragged:ragged_tensor_value",
"//third_party/py/numpy",
],
)
py_library(
name = "tensor_shape",
srcs = ["framework/tensor_shape.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":tf2",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:monitoring",
],
)
py_library(
name = "type_spec",
srcs = ["framework/type_spec.py"],
srcs_version = "PY2AND3",
visibility = visibility + ["//tensorflow:composite_tensor_whitelist"],
deps = [
":dtypes",
":tensor_shape",
":util",
"//third_party/py/numpy",
],
)
py_library(
name = "tensor_spec",
srcs = ["framework/tensor_spec.py"],
srcs_version = "PY2AND3",
deps = [
":common_shapes",
":dtypes",
":tensor_shape",
":type_spec",
":util",
"//third_party/py/numpy",
],
)
py_library(
name = "tensor_util",
srcs = ["framework/tensor_util.py"],
srcs_version = "PY2AND3",
deps = [
":tensor_shape",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/types",
],
)
py_library(
name = "traceable_stack",
srcs = ["framework/traceable_stack.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":util",
],
)
py_library(
name = "versions",
srcs = ["framework/versions.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tf_session",
],
)
py_library(
name = "extra_py_tests_deps",
srcs_version = "PY2AND3",
deps = [
":keras_lib",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "gpu_util",
srcs = ["framework/gpu_util.py"],
deps = [],
)
py_library(
name = "framework_test_lib",
srcs = ["framework/test_util.py"],
srcs_version = "PY2AND3",
visibility = visibility + [
"//tensorflow_estimator/python/estimator:__subpackages__",
],
deps = [
":_pywrap_stacktrace_handler",
":array_ops",
":client",
":errors",
":framework_for_generated_wrappers",
":gpu_util",
":platform",
":platform_test",
":pywrap_tf_session",
":random_seed",
":resource_variable_ops",
":session",
":tensor_array_ops",
":training",
":util",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:tape",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/ops/ragged:ragged_tensor_value",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
"@six_archive//:six",
],
)
# Including this as a dependency will result in tests using
# :framework_test_lib to use XLA.
py_library(
name = "is_xla_test_true",
srcs = ["framework/is_xla_test_true.py"],
srcs_version = "PY2AND3",
)
# Including this as a dependency will result in tests using
# :framework_test_lib to use MLIR.
py_library(
name = "is_mlir_bridge_test_true",
srcs = ["framework/is_mlir_bridge_test_true.py"],
srcs_version = "PY2AND3",
)
# Including this as a dependency will result in tests to use TFRT.
# TODO(b/153582383): Move tf_ops_alwayslink dependency to c_api_tfrt instead.
py_library(
name = "is_tfrt_test_true",
srcs = ["framework/is_tfrt_test_true.py"],
srcs_version = "PY2AND3",
)
py_library(
name = "distributed_framework_test_lib",
srcs_version = "PY2AND3",
deps = [":framework_test_lib"],
)
py_library(
name = "framework_combinations",
srcs = ["framework/combinations.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
":framework_test_combinations_lib",
":tf2",
":util",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "framework_test_combinations_lib",
srcs = ["framework/test_combinations.py"],
srcs_version = "PY2AND3",
deps = [
":util",
"@absl_py//absl/testing:parameterized",
],
)
py_test(
name = "test_combinations_test",
srcs = ["framework/test_combinations_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":framework_test_combinations_lib",
"//tensorflow/python/eager:test",
],
)
py_library(
name = "client_testlib",
srcs = ["platform/test.py"],
srcs_version = "PY2AND3",
deps = [
":client",
":cond_v2",
":framework_test_lib",
":gradient_checker",
":gradient_checker_v2",
":platform_test",
":util",
":while_v2",
],
)
py_library(
name = "memory_checker",
srcs = [
"framework/memory_checker.py",
"framework/python_memory_checker.py",
],
srcs_version = "PY2AND3",
deps = [
":_python_memory_checker_helper",
"//tensorflow/python/profiler:traceme",
],
)
tf_python_pybind_extension(
name = "_python_memory_checker_helper",
srcs = ["framework/python_memory_checker_helper.cc"],
module_name = "_python_memory_checker_helper",
deps = [
"@pybind11",
],
)
tf_py_test(
name = "framework_constant_op_test",
size = "small",
srcs = ["framework/constant_op_test.py"],
main = "framework/constant_op_test.py",
python_version = "PY3",
tfrt_enabled = True,
deps = [
":constant_op",
],
)
tf_py_test(
name = "framework_registry_test",
size = "small",
srcs = ["framework/registry_test.py"],
main = "framework/registry_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_test(
name = "framework_errors_test",
size = "small",
srcs = ["framework/errors_test.py"],
main = "framework/errors_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":errors",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_error_interpolation_test",
size = "small",
srcs = ["framework/error_interpolation_test.py"],
main = "framework/error_interpolation_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":constant_op",
":error_interpolation",
":traceable_stack",
],
)
tf_py_test(
name = "framework_subscribe_test",
size = "small",
srcs = ["framework/subscribe_test.py"],
main = "framework/subscribe_test.py",
python_version = "PY3",
deps = [
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
":script_ops",
":subscribe",
],
)
tf_py_test(
name = "build_info_test",
size = "small",
srcs = [
"platform/build_info.py",
"platform/build_info_test.py",
],
main = "platform/build_info_test.py",
python_version = "PY3",
tags = [
"no_pip",
"notap",
],
deps = [
":client_testlib",
":platform",
],
)
tf_py_test(
name = "benchmark_test",
size = "small",
srcs = [
"platform/benchmark.py",
"platform/benchmark_test.py",
],
main = "platform/benchmark_test.py",
python_version = "PY3",
tags = [
"no_pip",
],
deps = [
":client_testlib",
":platform",
],
)
tf_py_test(
name = "proto_test",
size = "small",
srcs = ["framework/proto_test.py"],
main = "framework/proto_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
tf_gen_op_wrapper_private_py(
name = "functional_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
py_library(
name = "functional_ops",
srcs = ["ops/functional_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":auto_control_deps_utils",
":constant_op",
":control_flow_ops",
":framework_ops",
":functional_ops_gen",
":sparse_tensor",
":tensor_array_ops",
":tensor_shape",
":util",
":variable_scope",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
],
)
py_test(
name = "ops/functional_ops_test",
srcs = ["ops/functional_ops_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":dtypes",
":function",
":functional_ops",
":tensor_spec",
"//tensorflow/python/eager:def_function",
],
)
cuda_py_test(
name = "function_test",
size = "medium",
srcs = ["framework/function_test.py"],
python_version = "PY3",
shard_count = 10,
tags = [
"noasan",
"optonly",
],
deps = [
":array_ops",
":client",
":client_testlib",
":clip_ops",
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":functional_ops",
":gradients",
":init_ops",
":logging_ops",
":logging_ops_gen",
":math_ops",
":nn_ops",
":platform",
":random_ops",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "framework_versions_test",
size = "small",
srcs = ["framework/versions_test.py"],
main = "framework/versions_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
],
)
tf_py_test(
name = "framework_importer_test",
size = "large",
srcs = ["framework/importer_test.py"],
main = "framework/importer_test.py",
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":gradients",
":math_ops",
":nn_grad",
":nn_ops",
":random_ops",
":test_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
filegroup(
name = "meta_graph_testdata",
srcs = [
"framework/testdata/metrics_export_meta_graph.pb",
],
visibility = ["//visibility:public"],
)
tf_py_test(
name = "framework_meta_graph_test",
size = "small",
srcs = ["framework/meta_graph_test.py"],
data = [":meta_graph_testdata"],
main = "framework/meta_graph_test.py",
python_version = "PY3",
tags = [
"no_pip",
"no_windows",
],
deps = [
":array_ops",
":client_testlib",
":control_flow_ops",
":data_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":metrics",
":nn_ops",
":platform",
":random_ops",
":training",
":variables",
],
)
tf_py_test(
name = "framework_traceable_stack_test",
size = "small",
srcs = ["framework/traceable_stack_test.py"],
main = "framework/traceable_stack_test.py",
python_version = "PY3",
deps = [
":framework_test_lib",
":platform_test",
":test_ops",
":traceable_stack",
":util",
],
)
tf_gen_op_wrapper_py(
name = "test_ops",
out = "framework/test_ops.py",
deps = [":test_ops_kernels"],
)
tf_gen_op_wrapper_private_py(
name = "debug_ops_gen",
out = "ops/gen_debug_ops.py",
visibility = ["//tensorflow/python/debug:__pkg__"],
deps = ["//tensorflow/core:debug_ops_op_lib"],
)
cc_library(
name = "test_ops_kernels",
srcs = ["framework/test_ops.cc"],
linkstatic = 1,
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
alwayslink = 1,
)
tf_gen_op_wrapper_py(
name = "test_ops_2",
out = "framework/test_ops_2.py",
deps = [":test_ops_2_kernels"],
)
cc_library(
name = "test_ops_2_kernels",
srcs = ["framework/test_ops_2.cc"],
linkstatic = 1,
deps = ["//tensorflow/core:framework"],
alwayslink = 1,
)
tf_py_test(
name = "framework_common_shapes_test",
size = "small",
srcs = ["framework/common_shapes_test.py"],
main = "framework/common_shapes_test.py",
python_version = "PY3",
deps = [
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_ops_test",
size = "small",
srcs = ["framework/ops_test.py"],
main = "framework/ops_test.py",
python_version = "PY3",
tags = ["no_pip"], # test_ops_2 is not available in pip.
tfrt_enabled = True,
deps = [
":cond_v2",
":control_flow_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":gradients",
":math_ops",
":platform_test",
":resources",
":test_ops",
":test_ops_2",
":util",
":variable_scope",
":variables",
":while_v2",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:function",
],
)
tf_py_test(
name = "framework_ops_enable_eager_test",
size = "small",
srcs = ["framework/ops_enable_eager_test.py"],
main = "framework/ops_enable_eager_test.py",
python_version = "PY3",
deps = [
":framework",
":platform_test",
"//tensorflow/python/eager:context",
],
)
tf_py_test(
name = "framework_tensor_shape_test",
size = "small",
srcs = ["framework/tensor_shape_test.py"],
main = "framework/tensor_shape_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_test(
name = "framework_type_spec_test",
size = "small",
srcs = ["framework/type_spec_test.py"],
main = "framework/type_spec_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
":type_spec",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "framework_tensor_spec_test",
size = "small",
srcs = ["framework/tensor_spec_test.py"],
main = "framework/tensor_spec_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
":tensor_spec",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "framework_sparse_tensor_test",
size = "small",
srcs = ["framework/sparse_tensor_test.py"],
main = "framework/sparse_tensor_test.py",
python_version = "PY3",
deps = [
":array_ops",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_device_spec_test",
size = "small",
srcs = ["framework/device_spec_test.py"],
main = "framework/device_spec_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_device_test",
size = "small",
srcs = ["framework/device_test.py"],
main = "framework/device_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "framework_random_seed_test",
size = "small",
srcs = ["framework/random_seed_test.py"],
main = "framework/random_seed_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":framework",
],
)
tf_py_test(
name = "framework_tensor_shape_div_test",
size = "small",
srcs = ["framework/tensor_shape_div_test.py"],
main = "framework/tensor_shape_div_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
"@six_archive//:six",
],
)
tf_py_test(
name = "framework_tensor_util_test",
size = "small",
srcs = ["framework/tensor_util_test.py"],
main = "framework/tensor_util_test.py",
python_version = "PY3",
tags = ["no_windows"],
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":state_ops_gen",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "framework_test_util_test",
size = "small",
srcs = ["framework/test_util_test.py"],
main = "framework/test_util_test.py",
python_version = "PY3",
tags = ["no_windows"],
deps = [
":control_flow_ops",
":errors",
":framework_combinations",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
":random_ops",
":resource_variable_ops",
":session",
":test_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_test(
name = "framework_memory_checker_test",
size = "medium",
srcs = ["framework/memory_checker_test.py"],
main = "framework/memory_checker_test.py",
python_version = "PY3",
shard_count = 8,
tags = [
"no_oss",
"no_pip",
"no_windows",
"noasan", # TODO(b/149948895): Re-enable.
"nomsan", # TODO(b/149948895): Re-enable.
"notsan", # TODO(b/149948895): Re-enable.
],
deps = [
":framework_test_lib",
# TODO(kkb): Find more appropriate place to add `memory_checker` as deps
# Adding directly to `framework_test_lib` caused a Colab binary size
# regression b/149433910 .
":memory_checker",
":_memory_checker_test_helper",
],
)
tf_python_pybind_extension(
name = "_memory_checker_test_helper",
srcs = ["framework/memory_checker_test_helper.cc"],
module_name = "_memory_checker_test_helper",
deps = [
"@pybind11",
],
)
tf_py_test(
name = "framework_dtypes_test",
size = "small",
srcs = ["framework/dtypes_test.py"],
main = "framework/dtypes_test.py",
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "op_def_library_test",
size = "small",
srcs = ["framework/op_def_library_test.py"],
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
],
)
tf_py_test(
name = "framework_kernels_test",
size = "small",
srcs = ["framework/kernels_test.py"],
main = "framework/kernels_test.py",
python_version = "PY3",
deps = [
":framework_test_lib",
":kernels",
":platform_test",
":test_ops",
],
)
tf_gen_op_wrapper_private_py(
name = "array_ops_gen",
visibility = [
# To pass open source testing in the pip Kokoros.
"//bazel_pip/tensorflow/compiler/tests:__pkg__",
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
deps = [
"//tensorflow/c/kernels:bitcast_op_lib",
"//tensorflow/core:array_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "bitwise_ops_gen",
visibility = [
# To pass open source testing in the pip Kokoros.
"//bazel_pip/tensorflow/compiler/tests:__pkg__",
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/contrib/quantization:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "boosted_trees_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:boosted_trees_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "tensor_forest_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:tensor_forest_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "summary_ops_gen",
visibility = ["//tensorflow:__subpackages__"],
deps = ["//tensorflow/core:summary_ops_op_lib"],
)
tf_gen_op_wrapper_private_py(
name = "audio_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "cudnn_rnn_ops_gen",
visibility = [
"//tensorflow:__subpackages__",
],
)
tf_gen_op_wrapper_private_py(
name = "candidate_sampling_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "checkpoint_ops_gen",
visibility = ["//tensorflow/python/kernel_tests:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "clustering_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:clustering_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "collective_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:collective_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "control_flow_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
deps = [
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:no_op_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "ctc_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "data_flow_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "dataset_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow:__subpackages__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "experimental_dataset_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow:__subpackages__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "image_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "io_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
"//tensorflow/python/training/tracking:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "linalg_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "logging_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "lookup_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "batch_ops_gen",
visibility = [
"//tensorflow:__subpackages__",
],
)
py_library(
name = "batch_ops",
srcs = [
"ops/batch_ops.py",
],
srcs_version = "PY2AND3",
deps = [
":batch_ops_gen",
],
)
py_test(
name = "batch_ops_test",
size = "small",
srcs = ["ops/batch_ops_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
tags = [
"manual",
"no_pip",
"nomac",
],
deps = [
":array_ops",
":batch_ops",
":client_testlib",
":dtypes",
":framework",
":gradients",
":script_ops",
],
)
tf_gen_op_wrapper_private_py(
name = "manip_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "math_ops_gen",
visibility = [
# To pass open source testing in the pip Kokoros.
"//bazel_pip/tensorflow/compiler/tests:__pkg__",
"//learning/brain/google/python/ops:__pkg__",
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "nn_ops_gen",
visibility = [
# To pass open source testing in the pip Kokoros.
"//bazel_pip/tensorflow/compiler/tests:__pkg__",
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
"//tensorflow/python/tools:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "count_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "parsing_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "random_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "special_math_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "stateful_random_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "resource_variable_ops_gen",
visibility = [
"//tensorflow/compiler/tf2xla:internal",
"//tensorflow/python/distribute:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "stateless_random_ops_gen",
visibility = [
"//tensorflow/python/data/experimental/ops:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "list_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "script_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "sdca_ops_gen",
visibility = ["//tensorflow_estimator/python/estimator/canned/linear_optimizer:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "set_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "state_ops_gen",
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "sparse_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "spectral_ops_gen",
visibility = ["//tensorflow/python/ops/signal:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "string_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "user_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "training_ops_gen",
out = "training/gen_training_ops.py",
)
tf_gen_op_wrapper_private_py(
name = "ragged_array_ops_gen",
visibility = ["//tensorflow/python/ops/ragged:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "ragged_math_ops_gen",
visibility = ["//tensorflow/python/ops/ragged:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "ragged_conversion_ops_gen",
visibility = ["//tensorflow/python/ops/ragged:__pkg__"],
)
tf_gen_op_wrapper_private_py(name = "rnn_ops_gen")
tf_gen_op_wrapper_private_py(
name = "sendrecv_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:sendrecv_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "tpu_ops_gen",
visibility = [
"//smartass/brain/configure/python:__pkg__",
"//tensorflow/python/tpu:__pkg__",
],
deps = [
"//tensorflow/core:tpu_configuration_ops_op_lib",
"//tensorflow/core:tpu_cross_replica_ops_op_lib",
"//tensorflow/core:tpu_embedding_load_retrieve_ops_op_lib",
"//tensorflow/core:tpu_embedding_ops_op_lib",
"//tensorflow/core:tpu_functional_ops_op_lib",
"//tensorflow/core:tpu_heartbeat_ops_op_lib",
"//tensorflow/core:tpu_host_compute_ops_op_lib",
"//tensorflow/core:tpu_infeed_ops_op_lib",
"//tensorflow/core:tpu_ordinal_selector_ops_op_lib",
"//tensorflow/core:tpu_outfeed_ops_op_lib",
"//tensorflow/core:tpu_replication_ops_op_lib",
],
)
py_library(
name = "array_grad",
srcs = ["ops/array_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":sparse_ops",
"//tensorflow/compiler/tf2xla/ops:gen_xla_ops",
],
)
py_library(
name = "array_ops",
srcs = [
"ops/array_ops.py",
"ops/inplace_ops.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops_gen",
":common_shapes",
":constant_op",
":dtypes",
":framework_ops",
":math_ops_gen",
":sparse_tensor",
":tensor_shape",
":tensor_util",
":util",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "bitwise_ops",
srcs = ["ops/bitwise_ops.py"],
srcs_version = "PY2AND3",
deps = [
":bitwise_ops_gen",
":framework",
":util",
],
)
py_library(
name = "boosted_trees_ops",
srcs = ["ops/boosted_trees_ops.py"],
srcs_version = "PY2AND3",
deps = [
":boosted_trees_ops_gen",
":framework",
":ops",
":training",
"//tensorflow/core/kernels/boosted_trees:boosted_trees_proto_py",
],
)
py_library(
name = "tensor_forest_ops",
srcs = ["ops/tensor_forest_ops.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
":ops",
":tensor_forest_ops_gen",
":training",
"//tensorflow/core/kernels/boosted_trees:boosted_trees_proto_py",
],
)
py_library(
name = "optional_grad",
srcs = ["ops/optional_grad.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
],
)
py_library(
name = "sets",
srcs = [
"ops/sets.py",
"ops/sets_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_for_generated_wrappers",
":set_ops_gen",
":util",
],
)
py_library(
name = "candidate_sampling_ops",
srcs = ["ops/candidate_sampling_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":candidate_sampling_ops_gen",
":framework",
":math_ops",
],
)
py_library(
name = "check_ops",
srcs = ["ops/check_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework_for_generated_wrappers",
":math_ops",
":sparse_tensor",
":tensor_util",
":util",
"//third_party/py/numpy",
],
)
py_library(
name = "clip_ops",
srcs = ["ops/clip_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_for_generated_wrappers",
":math_ops",
":nn_ops_gen",
":numerics",
"@six_archive//:six",
],
)
tf_py_test(
name = "clip_ops_test",
size = "small",
srcs = ["ops/clip_ops_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":clip_ops",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
py_library(
name = "clustering_ops",
srcs = ["ops/clustering_ops.py"],
srcs_version = "PY2AND3",
deps = [
":clustering_ops_gen",
":framework",
":ops",
":training",
],
)
tf_py_test(
name = "clustering_ops_test",
size = "medium",
srcs = ["ops/clustering_ops_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":clustering_ops",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
py_library(
name = "collective_ops",
srcs = ["ops/collective_ops.py"],
srcs_version = "PY2AND3",
deps = [
":collective_ops_gen",
":framework_for_generated_wrappers",
],
)
tf_py_test(
name = "collective_ops_test",
size = "small",
srcs = ["ops/collective_ops_test.py"],
python_version = "PY3",
tags = ["no_rocm"],
deps = [
":client_testlib",
":collective_ops",
":framework_for_generated_wrappers",
":kernels",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "collective_ops_xla_test",
size = "small",
srcs = ["ops/collective_ops_xla_test.py"],
python_version = "PY3",
tags = [
"no_pip",
"no_rocm",
"no_windows",
"nomac",
],
xla_enable_strict_auto_jit = True,
deps = [
":client_testlib",
":collective_ops",
":framework_for_generated_wrappers",
":kernels",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "collective_ops_gpu_test",
size = "small",
srcs = ["ops/collective_ops_gpu_test.py"],
python_version = "PY3",
tags = [
"guitar",
"manual",
"multi_gpu",
"no_oss",
"no_rocm",
"notap",
],
deps = [
":client_testlib",
":collective_ops",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
py_library(
name = "control_flow_grad",
srcs =
["ops/control_flow_grad.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":control_flow_ops_gen",
":control_flow_util",
":framework",
":framework_for_generated_wrappers",
":math_ops",
],
)
# Note: targets depending on this should also depend on ":cond_v2" and ":while_v2".
# See b/118513001.
py_library(
name = "control_flow_ops",
srcs = ["ops/control_flow_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":constant_op",
":control_flow_ops_gen",
":control_flow_util",
":dtypes",
":framework_ops",
":logging_ops_gen",
":math_ops",
":platform",
":sparse_tensor",
":tensor_array_ops",
":tensor_shape",
":tf2",
":tf_should_use",
":util",
"//tensorflow/core:protos_all_py",
"@six_archive//:six",
],
)
py_library(
name = "control_flow_util",
srcs = ["ops/control_flow_util.py"],
srcs_version = "PY2AND3",
deps = [
":platform",
],
)
py_library(
name = "control_flow_util_v2",
srcs = ["ops/control_flow_util_v2.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_util",
":control_flow_v2_func_graphs",
":framework_ops",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/distribute:distribute_lib",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:function",
"//tensorflow/python/keras/engine:base_layer_utils",
],
)
py_library(
name = "control_flow_v2_func_graphs",
srcs = ["ops/control_flow_v2_func_graphs.py"],
srcs_version = "PY2AND3",
deps = [
":func_graph",
],
)
py_library(
name = "control_flow_v2_toggles",
srcs = ["ops/control_flow_v2_toggles.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_util",
":control_flow_util_v2",
":framework_ops",
":util",
],
)
tf_py_test(
name = "control_flow_v2_toggles_test",
size = "small",
srcs = ["ops/control_flow_v2_toggles_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":control_flow_util_v2",
":control_flow_v2_toggles",
":platform_test",
],
)
tf_py_test(
name = "control_flow_v2_enable_test",
size = "small",
srcs = ["ops/control_flow_v2_enable_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":control_flow_util",
":platform_test",
":tf2",
],
)
tf_py_test(
name = "control_flow_v2_disable_test",
size = "small",
srcs = ["ops/control_flow_v2_disable_test.py"],
python_version = "PY3",
# This tests that it is possible to disable cfv2 using env vars.
# This does not apply to TF 2.0 nightly builds which enable
# v2 behavior using `tf.compat.v1.enable_v2_behavior()` in which case
# `tf.compat.v1.disable_control_flow_v2()` needs to be used.
tags = [
"no_oss",
"no_pip",
],
deps = [
":client_testlib",
":control_flow_util",
":platform_test",
":tf2",
],
)
py_library(
name = "cond_v2",
srcs = [
"ops/cond_v2.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":auto_control_deps_utils",
":c_api_util",
":control_flow_util_v2",
":framework_ops",
":function",
":function_def_to_graph",
":functional_ops_gen",
":gradients",
":gradients_util",
":graph_to_function_def",
":pywrap_tensorflow",
":util",
"//tensorflow/python/compat",
"//tensorflow/python/data/ops:dataset_ops",
"//tensorflow/python/eager:function",
],
)
py_library(
name = "while_v2",
srcs = [
"ops/while_v2.py",
"ops/while_v2_indexed_slices_rewriter.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":auto_control_deps_utils",
":constant_op",
":control_flow_ops",
":control_flow_util",
":control_flow_util_v2",
":dtypes",
":framework_ops",
":function_def_to_graph",
":functional_ops_gen",
":gradients_util",
":list_ops",
":pywrap_tf_session",
":tensor_array_ops",
":tensor_shape",
":tensor_util",
":util",
"//tensorflow/python/eager:function",
],
)
py_library(
name = "bincount_ops",
srcs = ["ops/bincount_ops.py"],
srcs_version = "PY2AND3",
deps = [
":count_ops_gen",
":framework",
":framework_for_generated_wrappers",
"//tensorflow/python/compat",
],
)
tf_py_test(
name = "bincount_ops_test",
size = "small",
srcs = ["ops/bincount_ops_test.py"],
python_version = "PY3",
deps = [
":bincount_ops",
":platform_test",
],
)
py_library(
name = "ctc_ops",
srcs = ["ops/ctc_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":ctc_ops_gen",
":framework",
":framework_for_generated_wrappers",
":nn_grad",
],
)
py_library(
name = "cudnn_rnn_grad",
srcs = ["ops/cudnn_rnn_grad.py"],
srcs_version = "PY2AND3",
deps = [
":cudnn_rnn_ops_gen",
":framework_for_generated_wrappers",
],
)
py_library(
name = "data_flow_grad",
srcs = ["ops/data_flow_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":data_flow_ops",
":framework_for_generated_wrappers",
":math_ops",
],
)
py_library(
name = "data_flow_ops",
srcs = ["ops/data_flow_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":data_flow_ops_gen",
":framework_for_generated_wrappers",
":math_ops",
":random_seed",
":tensor_util",
"//tensorflow/python/eager:context",
"@six_archive//:six",
],
)
py_library(
name = "embedding_ops",
srcs = ["ops/embedding_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":clip_ops",
":data_flow_grad",
":data_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":platform",
":resource_variable_ops",
":sparse_ops",
":tensor_shape",
":variables",
],
)
py_library(
name = "gradients",
srcs = [
"ops/custom_gradient.py",
"ops/gradients.py",
],
srcs_version = "PY2AND3",
deps = [
":gradients_impl",
":gradients_util",
":pywrap_tf_session",
":unconnected_gradients",
"//tensorflow/python/eager:forwardprop",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager:tape",
],
)
py_library(
name = "gradients_impl",
srcs = [
"ops/gradients_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":array_grad",
":array_ops",
":bitwise_ops",
":check_ops",
":control_flow_grad",
":control_flow_ops",
":control_flow_util",
":framework",
":framework_for_generated_wrappers",
":framework_ops",
":image_grad",
":linalg_grad",
":linalg_ops",
":logging_ops",
":manip_grad",
":manip_ops",
":math_grad",
":math_ops",
":optional_grad",
":platform",
":random_grad",
":tensor_array_ops",
":unconnected_gradients",
":util",
"//tensorflow/python/ops/linalg/sparse",
],
)
py_library(
name = "gradients_util",
srcs = [
"ops/gradients_util.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":control_flow_state",
":control_flow_util",
":default_gradient",
":framework",
":framework_for_generated_wrappers",
":framework_ops",
":functional_ops",
":math_ops",
":platform",
":resource_variable_ops",
":tensor_util",
":unconnected_gradients",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:backprop_util",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "default_gradient",
srcs = [
"ops/default_gradient.py",
],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":resource_variable_ops",
],
)
py_library(
name = "control_flow_state",
srcs = [
"ops/control_flow_state.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":control_flow_ops",
":control_flow_util",
":data_flow_ops_gen",
":dtypes",
":framework_ops",
":resource_variable_ops_gen",
":tensor_util",
],
)
py_library(
name = "unconnected_gradients",
srcs = ["ops/unconnected_gradients.py"],
srcs_version = "PY2AND3",
deps = [
":util",
],
)
py_library(
name = "histogram_ops",
srcs = ["ops/histogram_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":clip_ops",
":framework_for_generated_wrappers",
":math_ops",
],
)
py_library(
name = "image_grad",
srcs = ["ops/image_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_for_generated_wrappers",
":image_ops_gen",
],
)
py_library(
name = "image_ops",
srcs = [
"ops/image_ops.py",
"ops/image_ops_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":check_ops",
":clip_ops",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":gradients",
":image_ops_gen",
":math_ops",
":nn",
":nn_ops_gen",
":random_ops",
":string_ops",
":util",
":variables",
"//third_party/py/numpy",
],
)
py_library(
name = "init_ops",
srcs = ["ops/init_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":dtypes",
":linalg_ops_gen",
":linalg_ops_impl",
":math_ops",
":random_ops",
":util",
"//third_party/py/numpy",
],
)
py_library(
name = "init_ops_v2",
srcs = ["ops/init_ops_v2.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":dtypes",
":linalg_ops_gen",
":linalg_ops_impl",
":math_ops",
":random_ops",
":stateless_random_ops",
":util",
"//third_party/py/numpy",
],
)
py_library(
name = "initializers_ns",
srcs = ["ops/initializers_ns.py"],
srcs_version = "PY2AND3",
deps = [
":init_ops",
":variables",
],
)
py_library(
name = "io_ops",
srcs = ["ops/io_ops.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":io_ops_gen",
":lib",
],
)
py_library(
name = "linalg_grad",
srcs = ["ops/linalg_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework_for_generated_wrappers",
":linalg_ops",
":math_ops",
"//tensorflow/python/ops/linalg:linalg_impl",
],
)
py_library(
name = "linalg_ops",
srcs = ["ops/linalg_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":linalg_ops_gen",
":linalg_ops_impl",
":map_fn",
":math_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "linalg_ops_impl",
srcs = ["ops/linalg_ops_impl.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":math_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "manip_grad",
srcs = ["ops/manip_grad.py"],
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":framework_for_generated_wrappers",
":manip_ops",
],
)
py_library(
name = "manip_ops",
srcs = ["ops/manip_ops.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":manip_ops_gen",
"//third_party/py/numpy",
],
)
py_library(
name = "logging_ops",
srcs = ["ops/logging_ops.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":logging_ops_gen",
":platform",
":string_ops",
":util",
"//tensorflow/python/compat",
],
)
py_library(
name = "lookup_ops",
srcs = ["ops/lookup_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":control_flow_ops",
":framework_for_generated_wrappers",
":lookup_ops_gen",
":math_ops",
":sparse_tensor",
":string_ops",
":util",
"//tensorflow/python/eager:context",
"@six_archive//:six",
],
)
py_library(
name = "loss_scale",
srcs = ["training/experimental/loss_scale.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "loss_scale_optimizer",
srcs = ["training/experimental/loss_scale_optimizer.py"],
srcs_version = "PY2AND3",
deps = [
":loss_scale",
"//tensorflow/python/distribute:distribute_lib",
"@absl_py//absl/testing:parameterized",
],
)
py_test(
name = "loss_scale_optimizer_test",
size = "small",
srcs = ["training/experimental/loss_scale_optimizer_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":loss_scale_optimizer",
"//tensorflow/python/distribute:mirrored_strategy",
"//tensorflow/python/distribute:one_device_strategy",
"//tensorflow/python/keras/mixed_precision/experimental:test_util",
"@absl_py//absl/testing:parameterized",
],
)
py_test(
name = "loss_scale_test",
size = "medium",
srcs = ["training/experimental/loss_scale_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":loss_scale",
"//tensorflow/python/distribute:mirrored_strategy",
"//tensorflow/python/distribute:one_device_strategy",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "mixed_precision_global_state",
srcs = ["training/experimental/mixed_precision_global_state.py"],
srcs_version = "PY2AND3",
)
py_library(
name = "mixed_precision",
srcs = ["training/experimental/mixed_precision.py"],
srcs_version = "PY2AND3",
deps = [
":config",
":loss_scale",
":loss_scale_optimizer",
":mixed_precision_global_state",
":util",
],
)
cuda_py_test(
name = "mixed_precision_test",
size = "small",
srcs = ["training/experimental/mixed_precision_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":mixed_precision",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "loss_scaling_gradient_tape",
srcs = ["training/experimental/loss_scaling_gradient_tape.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":loss_scale",
":unconnected_gradients",
":util",
"//tensorflow/python/distribute:distribute_lib",
"//tensorflow/python/eager:backprop",
],
)
cuda_py_test(
name = "loss_scaling_gradient_tape_test",
size = "medium",
srcs = ["training/experimental/loss_scaling_gradient_tape_test.py"],
shard_count = 2,
deps = [
":client_testlib",
":constant_op",
":framework_test_combinations_lib",
":loss_scale",
":loss_scaling_gradient_tape",
"//tensorflow/python/compat:v2_compat",
"//tensorflow/python/distribute:mirrored_strategy",
"//tensorflow/python/eager:def_function",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "math_grad",
srcs = ["ops/math_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":framework_for_generated_wrappers",
":math_ops",
":math_ops_gen",
":pywrap_tf_session",
":tensor_util",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
],
)
py_library(
name = "op_selector",
srcs = ["ops/op_selector.py"],
srcs_version = "PY2AND3",
deps = [":framework_ops"],
)
py_library(
name = "math_ops",
srcs = ["ops/math_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":common_shapes",
":constant_op",
":control_flow_ops_gen",
":data_flow_ops_gen",
":dtypes",
":framework_ops",
":graph_util",
":math_ops_gen",
":nn_ops_gen",
":sparse_ops_gen",
":sparse_tensor",
":state_ops",
":state_ops_gen",
":tensor_shape",
":util",
"//tensorflow/python/compat",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
],
)
py_library(
name = "resources",
srcs = ["ops/resources.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework_for_generated_wrappers",
":math_ops",
":tf_should_use",
],
)
py_library(
name = "resource_variable_ops",
srcs = ["ops/resource_variable_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":auto_control_deps_utils",
":dtypes",
":framework_ops",
":pywrap_tf_session",
":resource_variable_ops_gen",
":tensor_shape",
":util",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:tape",
],
)
py_library(
name = "critical_section_ops",
srcs = ["ops/critical_section_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":dtypes",
":framework_ops",
":resource_variable_ops_gen",
":tensor_array_ops",
":util",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "list_ops",
srcs = ["ops/list_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":list_ops_gen",
],
)
py_library(
name = "nn",
srcs = [
"ops/nn.py",
"ops/nn_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":candidate_sampling_ops",
":ctc_ops",
":embedding_ops",
":framework_for_generated_wrappers",
":math_ops",
":nn_grad",
":nn_ops",
":nn_ops_gen",
":platform_device_context",
":sparse_ops",
":util",
":variables",
],
)
py_library(
name = "nn_grad",
srcs = ["ops/nn_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_for_generated_wrappers",
":gradients",
":math_ops",
":nn_ops",
":nn_ops_gen",
":sparse_ops",
":tensor_util",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "nn_ops",
srcs = ["ops/nn_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":graph_util",
":math_ops",
":nn_ops_gen",
":platform",
":random_ops",
":tensor_shape",
":tensor_util",
":variables",
"//third_party/py/numpy",
],
)
py_library(
name = "numerics",
srcs = ["ops/numerics.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework_for_generated_wrappers",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "parsing_config",
srcs = ["ops/parsing_config.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
],
)
py_library(
name = "parsing_ops",
srcs = ["ops/parsing_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":parsing_config",
":parsing_ops_gen",
":sparse_ops",
],
)
py_library(
name = "partitioned_variables",
srcs = ["ops/partitioned_variables.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":platform",
":variable_scope",
],
)
py_library(
name = "random_grad",
srcs = ["ops/random_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":math_ops",
":random_ops_gen",
],
)
py_library(
name = "random_ops",
srcs = ["ops/random_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":dtypes",
":framework_ops",
":math_ops",
":random_ops_gen",
":random_seed",
],
)
py_library(
name = "stateful_random_ops",
srcs = ["ops/stateful_random_ops.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":math_ops",
":stateful_random_ops_gen",
":variables",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "stateful_random_ops_test",
size = "medium",
srcs = ["ops/stateful_random_ops_test.py"],
python_version = "PY3",
xla_enable_strict_auto_jit = False,
xla_enabled = True,
deps = [
":client_testlib",
":config",
":logging_ops",
":random_ops_gen",
":stateful_random_ops",
"//tensorflow/python/distribute:mirrored_strategy",
"//tensorflow/python/kernel_tests/random:util",
],
)
py_library(
name = "stateless_random_ops",
srcs = ["ops/stateless_random_ops.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":math_ops",
":random_ops",
":stateless_random_ops_gen",
],
)
py_library(
name = "rnn",
srcs = ["ops/rnn.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":control_flow_util",
":control_flow_util_v2",
":framework_for_generated_wrappers",
":math_ops",
":rnn_cell",
":tensor_array_ops",
":util",
":variable_scope",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "rnn_cell",
srcs = [
"ops/rnn_cell.py",
"ops/rnn_cell_impl.py",
"ops/rnn_cell_wrapper_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":clip_ops",
":framework_for_generated_wrappers",
":init_ops",
":math_ops",
":nn_ops",
":partitioned_variables",
":random_ops",
":util",
":variable_scope",
":variables",
"//tensorflow/python/keras/layers/legacy_rnn:rnn_cell_impl",
"//tensorflow/python/keras/layers/legacy_rnn:rnn_cell_wrapper_impl",
],
)
py_library(
name = "script_ops",
srcs = ["ops/script_ops.py"],
srcs_version = "PY2AND3",
deps = [
":_pywrap_py_func",
":array_ops",
":framework_for_generated_wrappers",
":script_ops_gen",
"//third_party/py/numpy",
],
)
py_library(
name = "sdca_ops",
srcs = ["ops/sdca_ops.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":sdca_ops_gen",
"//third_party/py/numpy",
],
)
py_library(
name = "session_ops",
srcs = ["ops/session_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":data_flow_ops_gen",
":framework_for_generated_wrappers",
":util",
],
)
py_library(
name = "sparse_grad",
srcs = ["ops/sparse_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":sparse_ops",
":sparse_ops_gen",
],
)
py_library(
name = "sparse_ops",
srcs = ["ops/sparse_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":check_ops",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":sparse_ops_gen",
":util",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "sparse_ops_test",
srcs = ["ops/sparse_ops_test.py"],
python_version = "PY3",
deps = [
":array_grad",
":constant_op",
":dtypes",
":framework_test_lib",
":gradient_checker_v2",
":sparse_grad",
":sparse_ops",
":sparse_tensor",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "sort_ops",
srcs = ["ops/sort_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework",
":math_ops",
":nn_ops",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "sort_ops_test",
srcs = ["ops/sort_ops_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework",
":random_ops",
":sort_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "confusion_matrix",
srcs = ["ops/confusion_matrix.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":check_ops",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":sparse_ops",
],
)
py_library(
name = "weights_broadcast_ops",
srcs = [
"ops/weights_broadcast_ops.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":framework",
":math_ops",
":sets",
],
)
py_library(
name = "metrics",
srcs = [
"ops/metrics.py",
"ops/metrics_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":check_ops",
":confusion_matrix",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":nn",
":sets",
":sparse_ops",
":state_ops",
":util",
":variable_scope",
":variables",
":weights_broadcast_ops",
"//tensorflow/python/distribute:distribute_lib",
],
)
py_library(
name = "special_math_ops",
srcs = ["ops/special_math_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":check_ops",
":control_flow_ops",
":framework_for_generated_wrappers",
":math_ops",
":platform",
":special_math_ops_gen",
"//tensorflow/compiler/tf2xla/ops:gen_xla_ops",
"@functools32_archive//:functools32",
"@opt_einsum_archive//:opt_einsum",
],
)
py_library(
name = "rnn_grad",
srcs = ["ops/rnn_grad.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":rnn_ops_gen",
],
)
cuda_py_test(
name = "rnn_grad_test",
srcs = ["ops/rnn_grad_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":dtypes",
":framework_ops",
":framework_test_lib",
":gradients",
":math_ops",
":rnn_grad",
":rnn_ops_gen",
"//third_party/py/numpy",
],
)
py_test(
name = "script_ops_test",
srcs = ["ops/script_ops_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":dtypes",
":framework_ops",
":framework_test_lib",
":script_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "standard_ops",
srcs = ["ops/standard_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_grad",
":array_ops",
":batch_ops",
":check_ops",
":clip_ops",
":confusion_matrix",
":control_flow_ops",
":critical_section_ops",
":cudnn_rnn_grad",
":data_flow_grad",
":data_flow_ops",
":framework_for_generated_wrappers",
":functional_ops",
":gradients",
":histogram_ops",
":init_ops",
":io_ops",
":linalg_ops",
":logging_ops",
":lookup_ops",
":loss_scaling_gradient_tape",
":manip_grad",
":manip_ops",
":math_grad",
":math_ops",
":numerics",
":parsing_ops",
":partitioned_variables",
":proto_ops",
":random_ops",
":rnn_grad",
":script_ops",
":session_ops",
":sort_ops",
":sparse_grad",
":sparse_ops",
":special_math_ops",
":state_grad",
":state_ops",
":stateful_random_ops",
":stateless_random_ops",
":string_ops",
":template",
":tensor_array_grad",
":tensor_array_ops",
":util",
":variable_scope",
":variables",
"//tensorflow/python/compiler",
"//tensorflow/python/eager:wrap_function",
"//tensorflow/python/ops/distributions",
"//tensorflow/python/ops/linalg",
"//tensorflow/python/ops/linalg/sparse",
"//tensorflow/python/ops/ragged",
"//tensorflow/python/ops/structured",
],
)
py_library(
name = "state_grad",
srcs = ["ops/state_grad.py"],
srcs_version = "PY2AND3",
deps = [":framework_for_generated_wrappers"],
)
py_library(
name = "state_ops",
srcs = ["ops/state_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_ops",
":math_ops_gen",
":resource_variable_ops_gen",
":state_ops_gen",
":tensor_shape",
":util",
],
)
py_library(
name = "string_ops",
srcs = ["ops/string_ops.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_for_generated_wrappers",
":string_ops_gen",
":util",
],
)
py_library(
name = "summary_ops_v2",
srcs = ["ops/summary_ops_v2.py"],
srcs_version = "PY2AND3",
visibility = ["//tensorflow:internal"],
deps = [
":array_ops",
":constant_op",
":control_flow_ops",
":dtypes",
":framework_ops",
":math_ops",
":resource_variable_ops",
":smart_cond",
":summary_op_util",
":summary_ops_gen",
":tensor_util",
":training_util",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:profiler",
"@six_archive//:six",
],
)
py_library(
name = "template",
srcs = ["ops/template.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":platform",
":util",
":variable_scope",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:function",
],
)
py_library(
name = "tensor_array_grad",
srcs = ["ops/tensor_array_grad.py"],
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":tensor_array_ops",
],
)
py_library(
name = "tensor_array_ops",
srcs = ["ops/tensor_array_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":control_flow_ops_gen",
":data_flow_ops_gen",
":dtypes",
":errors",
":framework_ops",
":list_ops",
":math_ops",
":tensor_shape",
":tensor_util",
":tf2",
":tf_should_use",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "variable_scope",
srcs = ["ops/variable_scope.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":init_ops",
":platform",
":resource_variable_ops",
":tensor_shape",
":tf2",
":util",
":variables",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:monitoring",
"@six_archive//:six",
],
)
py_library(
name = "variables",
srcs = ["ops/variables.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":control_flow_ops",
":dtypes",
":framework_ops",
":math_ops",
":state_ops",
":tensor_shape",
":tf_should_use",
":util",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/training/tracking:base",
],
)
py_library(
name = "gradient_checker",
srcs = ["ops/gradient_checker.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_for_generated_wrappers",
":gradients",
":platform",
"//third_party/py/numpy",
],
)
py_library(
name = "gradient_checker_v2",
srcs = ["ops/gradient_checker_v2.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_for_generated_wrappers",
":gradients",
":platform",
"//third_party/py/numpy",
],
)
# This target is deprecated.
py_library(
name = "ops",
srcs = ["user_ops/user_ops.py"],
srcs_version = "PY2AND3",
deps = [
":user_ops_gen",
":util",
"@six_archive//:six",
],
)
cuda_py_test(
name = "bitwise_ops_test",
size = "small",
srcs = ["ops/bitwise_ops_test.py"],
python_version = "PY3",
tags = ["no_windows"],
deps = [
":bitwise_ops",
":constant_op",
":dtypes",
":framework_test_lib",
],
)
cuda_py_test(
name = "control_flow_ops_test",
size = "small",
srcs = ["ops/control_flow_ops_test.py"],
python_version = "PY3",
shard_count = 2,
deps = [
":array_ops",
":cond_v2",
":control_flow_ops",
":control_flow_v2_toggles",
":embedding_ops",
":framework_for_generated_wrappers",
":framework_test_lib",
":gradients",
":init_ops",
":math_ops",
":platform_test",
":state_ops",
":tensor_array_grad",
":tensor_array_ops",
":training",
":util",
":variable_scope",
":variables",
":while_v2",
"//tensorflow/python/eager:def_function",
],
)
cuda_py_test(
name = "gradient_checker_test",
size = "medium",
srcs = ["ops/gradient_checker_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":nn_grad",
":nn_ops",
":platform",
"//third_party/py/numpy",
],
)
py_test(
name = "op_selector_test",
srcs = ["ops/op_selector_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":constant_op",
":framework_ops",
":math_ops",
":op_selector",
],
)
cuda_py_test(
name = "gradient_checker_v2_test",
size = "medium",
srcs = ["ops/gradient_checker_v2_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":nn_grad",
":nn_ops",
":platform",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "gradients_test",
size = "medium",
srcs = ["ops/gradients_test.py"],
python_version = "PY3",
tags = ["no_oss"], # b/118709825
deps = [
":array_grad",
":array_ops",
":control_flow_grad",
":control_flow_ops",
":data_flow_grad",
":data_flow_ops",
":framework_for_generated_wrappers",
":framework_test_lib",
":functional_ops",
":gradients",
":init_ops",
":list_ops",
":math_grad",
":math_ops",
":nn_grad",
":nn_ops",
":platform_test",
":state_grad",
":state_ops",
":tensor_array_grad",
":tensor_array_ops",
":test_ops",
":unconnected_gradients",
":variable_scope",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
cuda_py_test(
name = "histogram_ops_test",
size = "small",
srcs = ["ops/histogram_ops_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":histogram_ops",
":init_ops",
":variables",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "image_grad_test",
size = "medium",
srcs = ["ops/image_grad_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":gradients",
":image_ops",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "image_ops_test",
size = "medium",
srcs = ["ops/image_ops_test.py"],
data = ["//tensorflow/core:image_testdata"],
python_version = "PY3",
shard_count = 5,
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":framework_test_lib",
":image_ops",
":io_ops",
":math_ops",
":platform_test",
":random_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "init_ops_test",
size = "small",
srcs = ["ops/init_ops_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":framework_ops",
":init_ops",
":resource_variable_ops",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "init_ops_v2_test",
size = "medium",
srcs = ["ops/init_ops_v2_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework_ops",
":init_ops_v2",
":random_ops",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "math_grad_test",
size = "small",
srcs = ["ops/math_grad_test.py"],
python_version = "PY3",
tags = ["no_windows_gpu"],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
"//tensorflow/python/debug:check_numerics_callback",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "math_ops_test",
size = "medium",
srcs = ["ops/math_ops_test.py"],
python_version = "PY3",
tags = ["no_windows_gpu"],
deps = [
":array_ops",
":errors",
":framework_for_generated_wrappers",
":framework_test_lib",
":gradients",
":math_ops",
":platform_test",
":variables",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "math_ops_linspace_test",
size = "medium",
srcs = ["ops/math_ops_linspace_test.py"],
python_version = "PY3",
tags = ["no_windows_gpu"],
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "nn_batchnorm_test",
size = "medium",
srcs = ["ops/nn_batchnorm_test.py"],
python_version = "PY3",
shard_count = 4,
tags = ["no_windows"],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":gradients",
":math_ops",
":nn",
":nn_grad",
":nn_ops_gen",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "nn_fused_batchnorm_test",
size = "large",
srcs = ["ops/nn_fused_batchnorm_test.py"],
python_version = "PY3",
shard_count = 24,
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":gradients",
":nn",
":nn_grad",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "nn_test",
size = "medium",
srcs = ["ops/nn_test.py"],
python_version = "PY3",
tags = ["no_windows"],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":nn",
":nn_grad",
":nn_ops",
":partitioned_variables",
":variable_scope",
":variables",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
py_test(
name = "nn_loss_scaling_utilities_test",
size = "small",
srcs = ["ops/nn_loss_scaling_utilities_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
"//tensorflow/python/distribute:combinations",
"//tensorflow/python/distribute:strategy_combinations",
"@absl_py//absl/testing:parameterized",
],
)
cuda_py_test(
name = "nn_xent_test",
size = "medium",
srcs = ["ops/nn_xent_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":gradients",
":nn",
":nn_grad",
"//third_party/py/numpy",
],
)
py_test(
name = "tensor_array_ops_test",
size = "small",
srcs = ["ops/tensor_array_ops_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
],
)
cuda_py_test(
name = "sobol_ops_test",
size = "small",
srcs = ["ops/sobol_ops_test.py"],
kernels = [
"//tensorflow/core/kernels:libtfkernel_sobol_op.so",
],
tags = [
"no_oss", # TODO(b/149565560)
"no_windows_gpu",
],
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "special_math_ops_test",
size = "medium",
srcs = ["ops/special_math_ops_test.py"],
python_version = "PY3",
shard_count = 10,
tags = [
"no_windows_gpu",
"noasan", # b/159332048
"nomsan", # b/148630708
],
deps = [
":array_ops",
":client",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":special_math_ops",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "variable_spec_test",
size = "small",
srcs = ["ops/variable_spec_test.py"],
python_version = "PY3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//third_party/py/numpy",
],
)
py_library(
name = "training_lib",
srcs = glob(
["training/**/*.py"],
exclude = [
"**/*test*",
"training/tracking/**/*.py",
"training/saving/**/*.py",
# The following targets have their own build rules (same name as the
# file):
"training/basic_session_run_hooks.py",
"training/checkpoint_management.py",
"training/distribute.py",
"training/distribution_strategy_context.py",
"training/saver.py",
"training/session_run_hook.py",
"training/training_util.py",
],
),
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":basic_session_run_hooks",
":checkpoint_management",
":checkpoint_ops_gen",
":client",
":control_flow_ops",
":data_flow_ops",
":device",
":device_spec",
":distribute",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_ops",
":gradients",
":init_ops",
":io_ops",
":layers_util",
":lookup_ops",
":loss_scale",
":loss_scale_optimizer",
":math_ops",
":mixed_precision",
":platform",
":py_checkpoint_reader",
":pywrap_tensorflow",
":random_ops",
":resource_variable_ops",
":resources",
":saver",
":sdca_ops",
":session",
":session_run_hook",
":sparse_ops",
":sparse_tensor",
":state_ops",
":summary",
":training_ops_gen",
":training_util",
":util",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data/experimental/service:server_lib",
"//tensorflow/python/data/ops:dataset_ops",
"//tensorflow/python/distribute:distribute_coordinator_context",
"//tensorflow/python/distribute:distribute_lib",
"//tensorflow/python/distribute:reduce_util",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/keras/optimizer_v2:legacy_learning_rate_decay",
"//tensorflow/python/ops/losses",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "training",
srcs_version = "PY2AND3",
deps = [
":training_lib",
"//tensorflow/python/training/tracking:base",
"//tensorflow/python/training/tracking:python_state",
"//tensorflow/python/training/tracking:util",
],
)
# Dependency added and used by ClusterResolvers to avoid circular dependency between keras, distribute, and training.
py_library(
name = "training_server_lib",
srcs = ["training/server_lib.py"],
srcs_version = "PY2AND3",
deps = [
":framework",
":pywrap_tf_session",
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "py_checkpoint_reader",
srcs = ["training/py_checkpoint_reader.py"],
deps = [
":_pywrap_checkpoint_reader",
":dtypes",
":errors",
":util",
],
)
py_library(
name = "checkpoint_management",
srcs = ["training/checkpoint_management.py"],
deps = [
":errors",
":lib",
":platform",
":protos_all_py",
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "session_run_hook",
srcs = ["training/session_run_hook.py"],
srcs_version = "PY2AND3",
deps = [":util"],
)
py_library(
name = "basic_session_run_hooks",
srcs = ["training/basic_session_run_hooks.py"],
srcs_version = "PY2AND3",
deps = [
":client",
":framework",
":platform",
":protos_all_py",
":session_run_hook",
":training_util",
":util",
],
)
py_library(
name = "saver",
srcs = ["training/saver.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":checkpoint_management",
":constant_op",
":control_flow_ops",
":device",
":errors",
":framework",
":framework_ops",
":io_ops",
":io_ops_gen",
":platform",
":py_checkpoint_reader",
":resource_variable_ops",
":session",
":state_ops",
":string_ops",
":training_util",
":util",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/training/saving:saveable_object",
"//tensorflow/python/training/saving:saveable_object_util",
"//tensorflow/python/training/tracking:base",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "distribute",
srcs = [
"training/distribute.py",
"training/distribution_strategy_context.py",
],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/python/distribute:distribute_lib",
],
)
tf_py_test(
name = "evaluation_test",
size = "small",
srcs = ["training/evaluation_test.py"],
python_version = "PY3",
shard_count = 3,
tags = [
"manual",
"notap", # Disabling until b/33000128 and b/33040312 are fixed.
],
deps = [
":array_ops",
":client",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":metrics",
":platform",
":state_ops",
":summary",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/ops/losses",
"//third_party/py/numpy",
],
)
py_library(
name = "client",
srcs = [
"client/client_lib.py",
"client/device_lib.py",
"client/timeline.py",
],
srcs_version = "PY2AND3",
deps = [
":_pywrap_device_lib",
":errors",
":framework",
":framework_for_generated_wrappers",
":platform",
":session",
":session_ops",
":util",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
# Leaf library: may not depend on anything else inside TensorFlow.
py_strict_library(
name = "tf_export",
srcs = ["util/tf_export.py"],
srcs_version = "PY2AND3",
visibility = ["//tensorflow:__subpackages__"],
deps = [
":tf_decorator",
],
)
tf_py_test(
name = "tf_export_test",
srcs = ["util/tf_export_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":platform",
":util",
],
)
# Leaf library: may not depend on anything else inside TensorFlow.
# TODO(mdan): Move this utility outside of TF.
py_strict_library(
name = "tf_decorator",
srcs = [
"util/tf_contextlib.py",
"util/tf_decorator.py",
"util/tf_inspect.py",
],
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__subpackages__",
# TODO(mdan): Remove these dependencies.
"//third_party/py/tf_slim:__subpackages__",
"//learning/deepmind/research/language/translation/lm:__subpackages__",
],
deps = [
":tf_stack",
"@six_archive//:six",
],
)
# Leaf library: may not depend on anything else inside TensorFlow.
py_strict_library(
name = "tf_stack",
srcs = ["util/tf_stack.py"],
srcs_version = "PY2AND3",
# TODO(mdan): Remove public visibility.
visibility = ["//visibility:public"],
deps = [
":_tf_stack",
"@six_archive//:six",
],
)
pybind_extension(
name = "_tf_stack",
srcs = ["util/tf_stack.cc"],
# TODO(b/138203821): change to "util._tf_stack" once the bug is fixed.
module_name = "_tf_stack",
deps = [
"//third_party/python_runtime:headers", # buildcleaner: keep
"@pybind11",
],
)
tf_py_test(
name = "tf_stack_test",
srcs = ["util/tf_stack_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":tf_export",
":tf_stack",
],
)
cc_library(
name = "stack_trace",
srcs = ["util/stack_trace.cc"],
hdrs = ["util/stack_trace.h"],
deps = [
":py_util",
"//third_party/python_runtime:headers", # buildcleaner: keep
"@com_google_absl//absl/base:core_headers",
"@com_google_absl//absl/synchronization",
"@com_google_absl//absl/types:optional",
],
)
py_library(
name = "util",
srcs = glob(
["util/**/*.py"],
exclude = [
"util/example_parser*",
"util/tf_contextlib.py",
"util/tf_should_use.py",
"util/tf_export.py",
"util/tf_stack.py",
"util/tf_decorator.py",
"util/**/*_test.py",
],
),
srcs_version = "PY2AND3",
visibility = visibility + [
"//tensorflow:__pkg__",
"//third_party/py/tensorflow_core:__subpackages__",
"//third_party/py/tf_agents:__subpackages__",
"//tensorflow:composite_tensor_whitelist",
],
deps = [
":_pywrap_tf32_execution",
":tf_decorator",
":tf_export",
":tf_stack",
"@org_python_pypi_backports_weakref",
"@com_google_protobuf//:protobuf_python",
"//third_party/py/numpy",
"@six_archive//:six",
"@wrapt",
"//tensorflow/tools/compatibility:all_renames_v2",
] + if_mlir(["//tensorflow/compiler/mlir/tensorflow:mlir_roundtrip_pass_registration"]),
)
tf_py_test(
name = "object_identity_test",
size = "small",
srcs = ["util/object_identity_test.py"],
python_version = "PY3",
)
# Placeholder for intenal nest_test comments.
tf_py_test(
name = "util_nest_test",
size = "small",
srcs = ["util/nest_test.py"],
main = "util/nest_test.py",
python_version = "PY3",
deps = [":util_nest_test_main_lib"],
)
py_library(
name = "util_nest_test_main_lib",
testonly = True,
srcs = ["util/nest_test.py"],
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":util",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_test(
name = "util_serialization_test",
size = "small",
srcs = ["util/serialization_test.py"],
main = "util/serialization_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
tf_py_test(
name = "function_utils_test",
srcs = ["util/function_utils_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
tf_py_test(
name = "tf_contextlib_test",
size = "small",
srcs = ["util/tf_contextlib_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
tf_py_test(
name = "tf_decorator_test",
size = "small",
srcs = ["util/tf_decorator_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
py_library(
name = "tf_should_use",
srcs = ["util/tf_should_use.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
":util",
"//tensorflow/python/eager:context",
"@six_archive//:six",
],
)
tf_py_test(
name = "tf_should_use_test",
size = "small",
srcs = ["util/tf_should_use_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":tf_should_use",
],
)
tf_py_test(
name = "tf_inspect_test",
size = "small",
srcs = ["util/tf_inspect_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
],
)
py_library(
name = "util_example_parser_configuration",
srcs = ["util/example_parser_configuration.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":framework",
":framework_for_generated_wrappers",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "lock_util_test",
size = "small",
srcs = ["util/lock_util_test.py"],
main = "util/lock_util_test.py",
python_version = "PY3",
deps = [
":client_testlib",
":util",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_test(
name = "module_wrapper_test",
size = "small",
srcs = ["util/module_wrapper_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":util",
"//tensorflow/tools/compatibility:all_renames_v2",
"@six_archive//:six",
],
)
tf_proto_library(
name = "protos_all",
srcs = glob(
["**/*.proto"],
exclude = [
"util/protobuf/compare_test.proto",
"framework/cpp_shape_inference.proto",
],
),
visibility = visibility,
)
tf_proto_library_py(
name = "compare_test_proto",
testonly = 1,
srcs = ["util/protobuf/compare_test.proto"],
)
tf_proto_library(
name = "cpp_shape_inference_proto",
srcs = ["framework/cpp_shape_inference.proto"],
cc_api_version = 2,
protodeps = tf_additional_all_protos(),
# TODO(b/74620627): remove when _USE_C_SHAPES is removed
visibility = ["//tensorflow:internal"],
)
tf_py_test(
name = "protobuf_compare_test",
size = "small",
srcs = ["util/protobuf/compare_test.py"],
main = "util/protobuf/compare_test.py",
python_version = "PY3",
tags = ["no_pip"], # compare_test_pb2 proto is not available in pip.
deps = [
":compare_test_proto_py",
":platform_test",
":util",
"@six_archive//:six",
],
)
tf_py_test(
name = "util_example_parser_configuration_test",
size = "small",
srcs = ["util/example_parser_configuration_test.py"],
main = "util/example_parser_configuration_test.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":framework_for_generated_wrappers",
":parsing_ops",
":util_example_parser_configuration",
],
)
tf_py_test(
name = "events_writer_test",
size = "small",
srcs = ["client/events_writer_test.py"],
python_version = "PY3",
deps = [
":errors",
":framework_test_lib",
":lib",
":platform_test",
":util",
],
)
py_library(
name = "device_lib",
srcs = ["client/device_lib.py"],
srcs_version = "PY2AND3",
deps = [
":_pywrap_device_lib",
"//tensorflow/core:protos_all_py",
],
)
tf_python_pybind_extension(
name = "_pywrap_device_lib",
srcs = ["client/device_lib_wrapper.cc"],
module_name = "_pywrap_device_lib",
deps = [
":pybind11_proto",
":pybind11_status",
"//tensorflow/core:framework_internal_headers_lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
cuda_py_tests(
name = "device_lib_test",
size = "small",
srcs = [
"client/device_lib_test.py",
],
python_version = "PY3",
deps = [
":client",
":client_testlib",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
cc_library(
name = "session_ref",
srcs = ["client/session_ref.cc"],
hdrs = ["client/session_ref.h"],
deps = [
"//tensorflow/core:core_cpu",
"//tensorflow/core:lib",
"//tensorflow/core:master_proto_cc",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:replay_log_proto_cc",
],
)
tf_cuda_library(
name = "tf_session_helper",
srcs = ["client/tf_session_helper.cc"],
hdrs = ["client/tf_session_helper.h"],
deps = [
":construction_fails_op",
":ndarray_tensor",
":ndarray_tensor_bridge",
":numpy_lib",
":safe_ptr",
":session_ref",
":test_ops_kernels",
"//tensorflow/c:c_api",
"//tensorflow/c:c_api_internal",
"//tensorflow/c:tf_status_helper",
"//tensorflow/core",
"//tensorflow/core:all_kernels",
"//tensorflow/core:direct_session",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//third_party/py/numpy:headers",
"//third_party/python_runtime:headers",
],
alwayslink = 1,
)
py_library(
name = "pywrap_tensorflow",
srcs = [
"pywrap_tensorflow.py",
] + if_static(
["pywrap_dlopen_global_flags.py"],
# Import will fail, indicating no global dlopen flags
otherwise = [],
), # b/153585257
srcs_version = "PY2AND3",
deps = [":pywrap_tensorflow_internal"],
)
pywrap_tensorflow_macro(
name = "pywrap_tensorflow_internal",
srcs = ["pywrap_tensorflow_internal.cc"],
# add win_def_file for pywrap_tensorflow
win_def_file = select({
"//tensorflow:windows": ":pywrap_tensorflow_filtered_def_file",
"//conditions:default": None,
}),
deps = [
":bfloat16_lib",
":cost_analyzer_lib",
":model_analyzer_lib",
":cpp_python_util",
":kernel_registry",
":numpy_lib",
":safe_ptr",
":py_exception_registry",
":py_func_lib",
":py_record_reader_lib",
":pybind11_absl",
":pybind11_lib",
":pybind11_status",
":pybind11_proto",
":python_op_gen",
":tf_session_helper",
"//third_party/python_runtime:headers",
"//tensorflow/c:c_api",
"//tensorflow/c:c_api_experimental",
"//tensorflow/c:checkpoint_reader",
"//tensorflow/c:python_api",
"//tensorflow/c:tf_status_helper",
"//tensorflow/c/eager:c_api",
"//tensorflow/c/eager:c_api_experimental",
"//tensorflow/core/data/service:server_lib",
"//tensorflow/core/distributed_runtime/rpc:grpc_rpc_factory_registration",
"//tensorflow/core/distributed_runtime/rpc:grpc_server_lib",
"//tensorflow/core/distributed_runtime/rpc:grpc_session",
"//tensorflow/core/grappler:grappler_item",
"//tensorflow/core/grappler:grappler_item_builder",
"//tensorflow/core/grappler/clusters:cluster",
"//tensorflow/core/grappler/clusters:single_machine",
"//tensorflow/core/grappler/clusters:virtual_cluster",
"//tensorflow/core/grappler/costs:graph_memory",
"//tensorflow/core/grappler/graph_analyzer:graph_analyzer_tool",
"//tensorflow/core/grappler/optimizers:meta_optimizer",
"//tensorflow/core:lib",
"//tensorflow/core:reader_base",
"//tensorflow/core/kernels:data_service_ops",
"//tensorflow/core/debug",
"//tensorflow/core/distributed_runtime:server_lib",
"//tensorflow/core/platform:stacktrace_handler",
"//tensorflow/core/profiler/internal:print_model_analysis",
"//tensorflow/core/profiler/internal/cpu:python_tracer",
"//tensorflow/tools/graph_transforms:transform_graph_lib",
"//tensorflow/lite/toco/python:toco_python_api",
"//tensorflow/python/eager:pywrap_tfe_lib",
"//tensorflow/core/util/tensor_bundle",
"//tensorflow/compiler/mlir/python:mlir",
] + (tf_additional_lib_deps() +
tf_monitoring_python_deps() +
tf_additional_plugin_deps() +
tf_additional_profiler_deps()) + if_ngraph([
"@ngraph_tf//:ngraph_tf",
]) + if_xla_available([
"//tensorflow/compiler/aot:tfcompile_lib",
]) + select({
"//tensorflow:windows": [], # TODO(b/159077703): Enable Flex on Windows
"//conditions:default": [
"//tensorflow/lite/delegates/flex:delegate",
],
}),
)
# ** Targets for Windows build (start) **
# We need the following targets to expose symbols from _pywrap_tensorflow.dll
filegroup(
name = "win_lib_files_for_exported_symbols",
srcs = [
":bfloat16_lib", # bfloat16
":cost_analyzer_lib", # cost_analyzer
":cpp_python_util", # util
":kernel_registry", # kernel_registry
":model_analyzer_lib", # model_analyzer
":ndarray_tensor", # checkpoint_reader
":numpy_lib", # checkpoint_reader
":py_exception_registry", # py_exception_registry
":py_func_lib", # py_func
":python_op_gen", # python_op_gen
":safe_ptr", # checkpoint_reader
"//tensorflow/c:checkpoint_reader", # checkpoint_reader
"//tensorflow/c:python_api", # tf_session
"//tensorflow/c:tf_status_helper", # tfe
"//tensorflow/compiler/jit:flags", #tfe
"//tensorflow/compiler/mlir/python:mlir", # mlir
"//tensorflow/core/common_runtime:device", # device_lib, tfe, tf_session
"//tensorflow/core/common_runtime:device_factory", # device_lib, tfe, tf_session
"//tensorflow/core/common_runtime:graph_constructor", # tf_session
"//tensorflow/core/common_runtime:quantize_training", # quantize_training
"//tensorflow/core/common_runtime:session_options", # device_lib, tfe, tf_session
"//tensorflow/core/common_runtime:session_state", # tf_session
"//tensorflow/core/data/service:server_lib", # server_lib
"//tensorflow/core:framework_internal_impl", # op_def_registry
"//tensorflow/core:lib_internal_impl", # device_lib
"//tensorflow/core:op_gen_lib", # tf_session
"//tensorflow/core/common_runtime/eager:context", # tfe
"//tensorflow/core/common_runtime/eager:eager_executor", # tfe
"//tensorflow/core/grappler:devices", # tf_cluster
"//tensorflow/core/grappler:grappler_item", # tf_item
"//tensorflow/core/grappler:grappler_item_builder", # tf_item
"//tensorflow/core/grappler/clusters:cluster", # tf_cluster
"//tensorflow/core/grappler/clusters:single_machine", # tf_cluster
"//tensorflow/core/grappler/clusters:utils", # tf_optimizer
"//tensorflow/core/grappler/clusters:virtual_cluster", # tf_cluster
"//tensorflow/core/grappler/costs:analytical_cost_estimator", # cost analyzer
"//tensorflow/core/grappler/costs:graph_memory", # tf_cluster
"//tensorflow/core/grappler/costs:graph_properties", # tf_item
"//tensorflow/core/grappler/costs:measuring_cost_estimator", # tf_cluster
"//tensorflow/core/grappler/costs:op_level_cost_estimator", # tf_cluster
"//tensorflow/core/grappler/costs:utils", # tf_cluster
"//tensorflow/core/grappler/graph_analyzer:graph_analyzer_tool", # graph_analyzer
"//tensorflow/core/grappler/optimizers:meta_optimizer", # tf_optimizer
"//tensorflow/core/grappler/utils:topological_sort", # tf_item
"//tensorflow/core/profiler/internal:annotation_stack_impl", # profiler
"//tensorflow/core/profiler/internal:print_model_analysis", # tfprof
"//tensorflow/core/profiler/internal:traceme_recorder_impl", # profiler
"//tensorflow/core/profiler/lib:profiler_session_impl", # profiler
"//tensorflow/core/util:port", # util_port
"//tensorflow/core/util/tensor_bundle", # checkpoint_reader
"//tensorflow/lite/toco/python:toco_python_api", # toco
":tf_session_helper", # tf_session
"//tensorflow/python/eager:pywrap_tfe_lib", # pywrap_tfe_lib
"//tensorflow/stream_executor:stream_executor_pimpl", # stat_summarizer
"//tensorflow/tools/graph_transforms:transform_graph_lib", # transform_graph
] + if_xla_available([
"//tensorflow/compiler/aot:tfcompile_lib", # tfcompile
"//tensorflow/compiler/xla:status_macros", # tfcompile
"//tensorflow/compiler/xla/service:hlo", # tfcompile
]),
visibility = ["//visibility:private"],
)
# Filter the DEF file to reduce the number of symbols to 64K or less.
# Note that we also write the name of the pyd file into DEF file so that
# the dynamic libraries of custom ops can find it at runtime.
genrule(
name = "pywrap_tensorflow_filtered_def_file",
srcs = select({
"//tensorflow:windows": [
":pybind_symbol_target_libs_file",
":win_lib_files_for_exported_symbols",
"//tensorflow:tensorflow_def_file",
"//tensorflow/tools/def_file_filter:symbols_pybind",
],
"//conditions:default": [],
}),
outs = ["pywrap_tensorflow_filtered_def_file.def"],
cmd = select({
"//tensorflow:windows": """
$(location @local_config_def_file_filter//:def_file_filter) \\
--input $(location //tensorflow:tensorflow_def_file) \\
--output $@ \\
--target _pywrap_tensorflow_internal.pyd \\
--symbols $(location //tensorflow/tools/def_file_filter:symbols_pybind) \\
--lib_paths_file $(location :pybind_symbol_target_libs_file)
""",
"//conditions:default": "touch $@", # Just a placeholder for Unix platforms
}),
tools = ["@local_config_def_file_filter//:def_file_filter"],
visibility = ["//visibility:public"],
)
# Write to a file a list of all cc_library targets that we need for exporting symbols on Windows.
genrule(
name = "pybind_symbol_target_libs_file",
srcs = [":win_lib_files_for_exported_symbols"],
outs = ["pybind_symbol_target_libs_file.txt"],
cmd = select({
"//tensorflow:windows": """
for SRC in $(SRCS); do
echo $$SRC | sed 's/third_party\\///g' >> $@
done
""",
"//conditions:default": "touch $@", # Just a placeholder for Unix platforms
}),
visibility = ["//visibility:public"],
)
# Get the import library of _pywrap_tensorflow_internal.pyd
filegroup(
name = "get_pywrap_tensorflow_import_lib_file",
srcs = [":_pywrap_tensorflow_internal.so"],
output_group = "interface_library",
)
cc_import(
name = "_pywrap_tensorflow_internal_linux",
shared_library = "//tensorflow/python:lib_pywrap_tensorflow_internal.so",
visibility = tf_external_workspace_visible(visibility),
)
cc_import(
name = "_pywrap_tensorflow_internal_macos",
shared_library = "//tensorflow/python:lib_pywrap_tensorflow_internal.dylib",
visibility = tf_external_workspace_visible(visibility),
)
cc_import(
name = "_pywrap_tensorflow_internal_windows",
interface_library = "//tensorflow/python:pywrap_tensorflow_import_lib_file",
shared_library = "//tensorflow/python:_pywrap_tensorflow_internal.dll",
visibility = tf_external_workspace_visible(visibility),
)
# Rename the import library for _pywrap_tensorflow_internal.pyd to _pywrap_tensorflow_internal.lib
# (It was _pywrap_tensorflow_internal.so.if.lib).
genrule(
name = "pywrap_tensorflow_import_lib_file",
srcs = [":get_pywrap_tensorflow_import_lib_file"],
outs = ["_pywrap_tensorflow_internal.lib"],
cmd = select({
"//tensorflow:windows": "cp -f $< $@",
"//conditions:default": "touch $@", # Just a placeholder for Unix platforms
}),
visibility = ["//visibility:public"],
)
# Create a cc_import rule for the import library of _pywrap_tensorflow_internal.dll
# so that custom ops' dynamic libraries can link against it.
cc_import(
name = "pywrap_tensorflow_import_lib",
interface_library = select({
"//tensorflow:windows": ":pywrap_tensorflow_import_lib_file",
"//conditions:default": "not_existing_on_unix.lib", # Just a placeholder for Unix platforms
}),
system_provided = 1,
)
# ** Targets for Windows build (end) **
tf_python_pybind_extension(
name = "_pywrap_file_io",
srcs = ["lib/io/file_io_wrapper.cc"],
module_name = "_pywrap_file_io",
deps = [
":pybind11_absl",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:protos_all_cc",
"@pybind11",
],
)
py_library(
name = "lib",
srcs = [
"lib/io/file_io.py",
"lib/io/python_io.py",
"lib/io/tf_record.py",
],
srcs_version = "PY2AND3",
deps = [
":_pywrap_file_io",
":_pywrap_record_io",
":errors",
":pywrap_tensorflow",
":util",
"@six_archive//:six",
],
)
tf_python_pybind_extension(
name = "_pywrap_record_io",
srcs = ["lib/io/record_io_wrapper.cc"],
module_name = "_pywrap_record_io",
deps = [
":pybind11_absl",
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core/platform:types",
"@com_google_absl//absl/memory",
"@pybind11",
],
)
py_library(
name = "session",
srcs = ["client/session.py"],
srcs_version = "PY2AND3",
deps = [
":c_api_util",
":error_interpolation",
":errors",
":framework",
":framework_for_generated_wrappers",
":mixed_precision_global_state",
":platform",
":pywrap_tensorflow",
":session_ops",
":util",
"//third_party/py/numpy",
"@wrapt",
],
)
tf_py_test(
name = "server_lib_test",
size = "small",
srcs = ["training/server_lib_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "server_lib_multiple_containers_test",
size = "small",
srcs = ["training/server_lib_multiple_containers_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "server_lib_same_variables_clear_container_test",
size = "small",
srcs = ["training/server_lib_same_variables_clear_container_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "server_lib_same_variables_clear_test",
size = "small",
srcs = ["training/server_lib_same_variables_clear_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "server_lib_same_variables_no_clear_test",
size = "small",
srcs = ["training/server_lib_same_variables_no_clear_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "server_lib_sparse_job_test",
size = "small",
srcs = ["training/server_lib_sparse_job_test.py"],
grpc_enabled = True,
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":data_flow_ops",
":errors",
":framework_for_generated_wrappers",
":math_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "localhost_cluster_performance_test",
size = "medium",
srcs = [
"training/localhost_cluster_performance_test.py",
],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_oss", # Test flaky due to port collisions.
"oss_serial",
],
deps = [
":client",
":client_testlib",
":distributed_framework_test_lib",
":framework_for_generated_wrappers",
":partitioned_variables",
":training",
":variable_scope",
":variables",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "sync_replicas_optimizer_test",
size = "medium",
srcs = [
"training/sync_replicas_optimizer_test.py",
],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_oss", # Test flaky due to port collisions.
"notsan", # data race due to b/62910646
"oss_serial",
],
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":training",
":variables",
],
)
py_library(
name = "timeline",
srcs = ["client/timeline.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":platform",
],
)
# Just used by tests.
tf_cuda_library(
name = "construction_fails_op",
srcs = ["client/test_construction_fails_op.cc"],
deps = [
"//tensorflow/core",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
alwayslink = 1,
)
tf_py_test(
name = "session_test",
size = "medium",
srcs = ["client/session_test.py"],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_gpu", # b/127001953
"no_pip_gpu", # testInteractivePlacePrunedGraph fails on invalid assumption about GPU ops.
"no_windows",
],
deps = [
":array_ops",
":client",
":config",
":control_flow_ops",
":data_flow_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
":state_ops",
":training",
":util",
":variables",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
tf_py_test(
name = "session_clusterspec_prop_test",
size = "small",
srcs = ["client/session_clusterspec_prop_test.py"],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_gpu",
"no_oss",
"no_pip",
"no_pip_gpu",
"notap",
],
deps = [
":array_ops",
":client",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
":state_ops",
":training",
":util",
":variables",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "session_list_devices_test",
size = "small",
srcs = ["client/session_list_devices_test.py"],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_gpu",
"no_pip_gpu",
"notsan", # data race due to b/62910646
],
deps = [
":client",
":framework",
":framework_test_lib",
":platform_test",
":training",
],
)
tf_py_test(
name = "session_partial_run_test",
size = "small",
srcs = ["client/session_partial_run_test.py"],
grpc_enabled = True,
python_version = "PY3",
tags = [
"no_gpu",
"no_windows",
],
deps = [
":array_ops",
":client",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
":training",
":util",
"@six_archive//:six",
],
)
cuda_py_test(
name = "timeline_test",
size = "small",
srcs = ["client/timeline_test.py"],
python_version = "PY3",
tags = [
"gpu_cupti",
"no_gpu", # b/154742661
],
xla_enable_strict_auto_jit = False, # Graph structure is different with autojit
deps = [
":client",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
"//tensorflow/core:protos_all_py",
],
)
cuda_py_test(
name = "virtual_gpu_test",
size = "small",
srcs = ["client/virtual_gpu_test.py"],
python_version = "PY3",
tags = [
"no_gpu", # b/127386241
"no_windows_gpu",
],
deps = [
":client",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "c_api_util_test",
size = "small",
srcs = ["framework/c_api_util_test.py"],
python_version = "PY3",
deps = [
":c_api_util",
":framework_test_lib",
":platform_test",
],
)
tf_py_test(
name = "graph_util_test",
size = "small",
srcs = ["framework/graph_util_test.py"],
python_version = "PY3",
deps = [
":client",
":client_testlib",
":control_flow_v2_toggles",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":state_ops_gen",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "convert_to_constants_test",
size = "small",
srcs = ["framework/convert_to_constants_test.py"],
python_version = "PY3",
tags = ["no_rocm"],
deps = [
":client_testlib",
":control_flow_v2_toggles",
":convert_to_constants",
":framework_test_lib",
":math_ops",
],
)
tf_py_test(
name = "bfloat16_test",
size = "small",
srcs = ["lib/core/bfloat16_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":lib",
":pywrap_tensorflow",
],
)
tf_py_test(
name = "file_io_test",
size = "small",
srcs = ["lib/io/file_io_test.py"],
python_version = "PY3",
tags = [
"no_rocm",
"no_windows",
],
deps = [
":client_testlib",
":errors",
":lib",
],
)
tf_py_test(
name = "tf_record_test",
size = "small",
srcs = ["lib/io/tf_record_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":errors",
":lib",
":util",
],
)
cuda_py_test(
name = "adam_test",
size = "medium",
srcs = ["training/adam_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework",
":math_ops",
":platform",
":platform_test",
":training",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "moving_averages_test",
size = "small",
srcs = [
"training/moving_averages_test.py",
],
python_version = "PY3",
tags = [
"no_windows", # b/139083295: bfloat16 tests fail on Windows
"notsan",
],
deps = [
":array_ops",
":client_testlib",
":constant_op",
":dtypes",
":framework_for_generated_wrappers",
":framework_ops",
":training",
":variable_scope",
":variables",
],
)
cuda_py_tests(
name = "training_tests",
size = "medium",
srcs = [
"training/adadelta_test.py",
"training/adagrad_da_test.py",
"training/adagrad_test.py",
"training/basic_loops_test.py",
"training/coordinator_test.py",
"training/device_setter_test.py",
"training/ftrl_test.py",
"training/gradient_descent_test.py",
"training/momentum_test.py",
"training/optimizer_test.py",
"training/proximal_adagrad_test.py",
"training/proximal_gradient_descent_test.py",
"training/quantize_training_test.py",
"training/queue_runner_test.py",
"training/rmsprop_test.py",
"training/slot_creator_test.py",
"training/tensorboard_logging_test.py",
"training/training_ops_test.py",
],
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":data_flow_ops",
":data_flow_ops_gen",
":embedding_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":gradients",
":lookup_ops",
":math_ops",
":nn_grad",
":nn_ops",
":partitioned_variables",
":platform",
":platform_test",
":pywrap_tensorflow",
":random_ops",
":resource_variable_ops",
":resources",
":sparse_ops",
":state_ops",
":state_ops_gen",
":summary",
":training",
":util",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "saver_test_utils",
srcs = ["training/saver_test_utils.py"],
srcs_version = "PY2AND3",
deps = [
":lookup_ops_gen",
":training",
],
)
cuda_py_test(
name = "saver_test",
size = "medium",
srcs = [
"training/saver_test.py",
],
python_version = "PY3",
tags = ["multi_gpu"],
deps = [
":array_ops",
":client_testlib",
":control_flow_ops",
":data_flow_ops",
":errors",
":gradients",
":math_ops",
":nn_grad",
":nn_ops",
":partitioned_variables",
":platform",
":platform_test",
":py_checkpoint_reader",
":random_ops",
":resource_variable_ops",
":saver_test_utils",
":sparse_ops",
":summary",
":training",
":util",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data/ops:dataset_ops",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
cuda_py_test(
name = "checkpoint_management_test",
size = "small",
srcs = [
"training/checkpoint_management_test.py",
],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":control_flow_ops",
":data_flow_ops",
":errors",
":gradients",
":math_ops",
":nn_grad",
":nn_ops",
":partitioned_variables",
":platform",
":platform_test",
":pywrap_tensorflow",
":random_ops",
":resource_variable_ops",
":saver_test_utils",
":sparse_ops",
":summary",
":training",
":util",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data/ops:dataset_ops",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
tf_py_test(
name = "saver_large_variable_test",
size = "medium",
srcs = ["training/saver_large_variable_test.py"],
python_version = "PY3",
tags = [
"manual",
"noasan", # http://b/30379628
"notsan", # http://b/30379628
],
deps = [
":client",
":client_testlib",
":errors",
":framework_for_generated_wrappers",
":training",
":variables",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "saver_large_partitioned_variable_test",
size = "medium",
srcs = ["training/saver_large_partitioned_variable_test.py"],
python_version = "PY3",
tags = [
"noasan", # http://b/30782289
"notsan", # http://b/30782289
],
deps = [
":client",
":client_testlib",
":framework_for_generated_wrappers",
":partitioned_variables",
":training",
":variables",
],
)
cuda_py_test(
name = "session_manager_test",
size = "medium", # TODO(irving): Can this be made small?
srcs = ["training/session_manager_test.py"],
grpc_enabled = True,
main = "training/session_manager_test.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":platform",
":training",
":variables",
],
)
tf_py_test(
name = "supervisor_test",
size = "small",
srcs = ["training/supervisor_test.py"],
grpc_enabled = True,
python_version = "PY3",
tags = ["no_windows"],
deps = [
":array_ops",
":checkpoint_management",
":client_testlib",
":errors",
":framework",
":framework_for_generated_wrappers",
":io_ops",
":parsing_ops",
":platform",
":saver",
":summary",
":training",
":variables",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "basic_session_run_hooks_test",
size = "medium",
srcs = ["training/basic_session_run_hooks_test.py"],
python_version = "PY3",
tags = [
"no_pip", # Relies on contrib
"no_windows",
"notsan", # intermittent races on a few percent of runs
],
deps = [
":client",
":client_testlib",
":control_flow_ops",
":fake_summary_writer",
":framework",
":framework_for_generated_wrappers",
":nn_grad",
":platform",
":state_ops",
":summary",
":training",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "checkpoint_utils_test",
size = "small",
srcs = ["training/checkpoint_utils_test.py"],
python_version = "PY3",
tags = [
"manual",
"no_cuda_on_cpu_tap",
"no_oss",
"no_windows",
"notap",
],
deps = [
":client",
":client_testlib",
":framework_for_generated_wrappers",
":io_ops",
":partitioned_variables",
":platform",
":resource_variable_ops",
":state_ops",
":training",
":variable_scope",
":variables",
],
)
tf_py_test(
name = "checkpoint_ops_test",
size = "small",
srcs = ["training/checkpoint_ops_test.py"],
python_version = "PY3",
deps = [
":checkpoint_ops_gen",
":client",
":client_testlib",
":framework_for_generated_wrappers",
":io_ops",
":partitioned_variables",
":platform",
":pywrap_tensorflow",
":state_ops",
":training",
":variable_scope",
":variables",
],
)
tf_py_test(
name = "warm_starting_util_test",
size = "medium",
srcs = ["training/warm_starting_util_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":dtypes",
":framework_ops",
":init_ops",
":training",
":variable_scope",
":variables",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "monitored_session_test",
size = "medium",
srcs = ["training/monitored_session_test.py"],
tags = [
"no_pip",
"notsan", # b/67945581
],
deps = [
":array_ops",
":checkpoint_management",
":client_testlib",
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":resource_variable_ops",
":saver",
":session",
":state_ops",
":summary",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/distribute:collective_all_reduce_strategy",
"//tensorflow/python/distribute:distribute_coordinator",
],
)
py_library(
name = "training_util",
srcs = ["training/training_util.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework",
":framework_ops",
":init_ops",
":platform",
":resource_variable_ops",
":state_ops",
":util",
":variable_scope",
":variables",
"//tensorflow/python/eager:context",
],
)
tf_py_test(
name = "training_util_test",
size = "small",
srcs = ["training/training_util_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":framework",
":platform",
":training",
":training_util",
":variables",
],
)
tf_py_test(
name = "input_test",
size = "medium",
srcs = ["training/input_test.py"],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":errors",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":platform",
":training",
":util",
":variables",
"//third_party/py/numpy",
],
)
py_library(
name = "summary_op_util",
srcs = ["ops/summary_op_util.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":framework",
":framework_for_generated_wrappers",
":platform",
],
)
py_library(
name = "summary",
srcs = glob(
["summary/**/*.py"],
exclude = [
"**/fake*",
"**/*test*",
],
),
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":client",
":constant_op",
":framework",
":framework_for_generated_wrappers",
":lib",
":logging_ops_gen",
":platform",
":protos_all_py",
":pywrap_tensorflow",
":summary_op_util",
":summary_ops_gen",
":summary_ops_v2",
":util",
"//tensorflow/python/distribute:summary_op_util",
"//tensorflow/python/eager:context",
"@six_archive//:six",
],
)
py_library(
name = "fake_summary_writer",
testonly = 1,
srcs = ["summary/writer/fake_summary_writer.py"],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":framework_test_lib",
":protos_all_py",
":summary",
],
)
py_tests(
name = "summary_tests",
size = "small",
srcs = [
"summary/plugin_asset_test.py",
"summary/summary_test.py",
"summary/writer/writer_test.py",
],
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform",
":platform_test",
":summary",
":summary_ops_v2",
":variables",
"//tensorflow/core:protos_all_py",
],
)
# TODO(scottzhu): Move all the tf.layer related targets.
py_library(
name = "layers_base",
srcs = [
"layers/__init__.py",
"layers/base.py",
],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/python/keras/legacy_tf_layers:layers_base",
],
)
py_library(
name = "layers_util",
srcs = [
"layers/utils.py",
],
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":smart_cond",
":variables",
],
)
py_library(
name = "layers",
srcs = [
"layers/convolutional.py",
"layers/core.py",
"layers/layers.py",
"layers/normalization.py",
"layers/pooling.py",
],
srcs_version = "PY2AND3",
deps = [
":layers_base",
"//tensorflow/python/keras/legacy_tf_layers:convolutional",
"//tensorflow/python/keras/legacy_tf_layers:core",
"//tensorflow/python/keras/legacy_tf_layers:normalization",
"//tensorflow/python/keras/legacy_tf_layers:pooling",
],
)
# -----------------------------------------------------------------------------
# Quantization
tf_py_test(
name = "dequantize_op_test",
size = "small",
srcs = ["ops/dequantize_op_test.py"],
python_version = "PY3",
tags = ["no_windows"],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "quantized_ops_test",
size = "small",
srcs = ["ops/quantized_ops_test.py"],
python_version = "PY3",
tags = ["no_windows"],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "quantized_conv_ops_test",
size = "small",
srcs = ["ops/quantized_conv_ops_test.py"],
python_version = "PY3",
tags = ["no_windows"],
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":nn_ops",
"//third_party/py/numpy",
],
)
py_test(
name = "ops/array_ops_test",
srcs = ["ops/array_ops_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":array_ops",
":client_testlib",
":constant_op",
":dtypes",
":framework_ops",
":framework_test_lib",
":gradients",
":math_ops",
":random_ops",
],
)
cuda_py_test(
name = "accumulate_n_benchmark",
size = "medium",
srcs = ["ops/accumulate_n_benchmark.py"],
main = "ops/accumulate_n_benchmark.py",
python_version = "PY3",
shard_count = 6,
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops_gen",
":data_flow_ops",
":framework_for_generated_wrappers",
":math_ops",
":random_ops",
":state_ops",
":state_ops_gen",
],
)
cuda_py_test(
name = "batch_norm_benchmark",
srcs = ["ops/batch_norm_benchmark.py"],
main = "ops/batch_norm_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":framework_for_generated_wrappers",
":gradients",
":math_ops",
":nn",
":nn_grad",
":nn_ops_gen",
":platform",
":random_ops",
":variables",
],
)
cuda_py_test(
name = "collective_ops_benchmark",
srcs = ["ops/collective_ops_benchmark.py"],
main = "ops/collective_ops_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":collective_ops",
":framework_for_generated_wrappers",
":platform",
":variables",
"//tensorflow/core:protos_all_py",
],
)
cuda_py_test(
name = "concat_benchmark",
srcs = ["ops/concat_benchmark.py"],
main = "ops/concat_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":framework_for_generated_wrappers",
":gradients",
":platform",
":variables",
"//tensorflow/core:protos_all_py",
],
)
cuda_py_test(
name = "control_flow_ops_benchmark",
srcs = ["ops/control_flow_ops_benchmark.py"],
main = "ops/control_flow_ops_benchmark.py",
python_version = "PY3",
deps = [
":client_testlib",
":constant_op",
":control_flow_ops",
":framework_ops",
"//tensorflow/python/eager:function",
],
)
cuda_py_test(
name = "conv2d_benchmark",
size = "large",
srcs = ["ops/conv2d_benchmark.py"],
main = "ops/conv2d_benchmark.py",
python_version = "PY3",
deps = [
":client",
":client_testlib",
":control_flow_ops",
":framework_for_generated_wrappers",
":nn_ops",
":platform",
":platform_benchmark",
":random_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "split_benchmark",
srcs = ["ops/split_benchmark.py"],
main = "ops/split_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":framework_for_generated_wrappers",
":platform",
":platform_benchmark",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "transpose_benchmark",
size = "medium",
srcs = ["ops/transpose_benchmark.py"],
main = "ops/transpose_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":control_flow_ops",
":framework_for_generated_wrappers",
":platform",
":platform_benchmark",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "matmul_benchmark",
size = "medium",
srcs = ["ops/matmul_benchmark.py"],
main = "ops/matmul_benchmark.py",
python_version = "PY3",
deps = [":matmul_benchmark_main_lib"],
)
py_library(
name = "matmul_benchmark_main_lib",
testonly = True,
srcs = ["ops/matmul_benchmark.py"],
deps = [
":client",
":client_testlib",
":control_flow_ops",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform",
":platform_benchmark",
":random_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "session_benchmark",
srcs = ["client/session_benchmark.py"],
grpc_enabled = True,
main = "client/session_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client",
":client_testlib",
":framework_for_generated_wrappers",
":random_ops",
":training",
":variables",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "graph_building_benchmark",
size = "medium",
srcs = ["framework/graph_building_benchmark.py"],
main = "framework/graph_building_benchmark.py",
python_version = "PY3",
deps = [
":array_ops",
":client_testlib",
":dtypes",
":math_ops",
":platform_benchmark",
"//tensorflow/python/eager:context",
],
)
cuda_py_test(
name = "nn_grad_test",
size = "medium",
srcs = ["ops/nn_grad_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":nn_grad",
":nn_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "tf_item",
srcs = [
"grappler/item.py",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":_pywrap_tf_item",
"//tensorflow/core/grappler/costs:op_performance_data_py",
],
)
tf_python_pybind_extension(
name = "_pywrap_tf_item",
srcs = ["grappler/item_wrapper.cc"],
hdrs = [
"//tensorflow/cc:pywrap_required_hdrs",
"//tensorflow/core/grappler:pywrap_required_hdrs",
"//tensorflow/core/grappler/clusters:pywrap_required_hdrs",
"//tensorflow/core/grappler/costs:pywrap_required_hdrs",
"//tensorflow/core/grappler/utils:pywrap_required_hdrs",
],
module_name = "_pywrap_tf_item",
deps = [
":pybind11_status",
"@pybind11",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core/common_runtime/gpu:gpu_id",
"//tensorflow/core:protos_all_cc",
] + if_not_windows(["//tensorflow/core/grappler/costs:graph_properties"]), # b/148556093,
)
tf_py_test(
name = "item_test",
size = "small",
srcs = [
"grappler/item_test.py",
],
python_version = "PY3",
tags = [
"grappler",
"no_pip", # tf_optimizer is not available in pip.
],
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":tf_item",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "datasets_test",
size = "small",
srcs = [
"grappler/datasets_test.py",
],
python_version = "PY3",
tags = [
"grappler",
"no_pip", # tf_optimizer is not available in pip.
],
deps = [
":array_ops",
":client_testlib",
":framework_combinations",
":framework_for_generated_wrappers",
":tf_item",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data",
],
)
py_library(
name = "tf_cluster",
srcs = [
"grappler/cluster.py",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":_pywrap_tf_cluster",
"//tensorflow/core/grappler/costs:op_performance_data_py",
],
)
tf_python_pybind_extension(
name = "_pywrap_tf_cluster",
srcs = ["grappler/cluster_wrapper.cc"],
hdrs = [
"//tensorflow/cc:pywrap_required_hdrs",
"//tensorflow/core/grappler:pywrap_required_hdrs",
"//tensorflow/core/grappler/clusters:pywrap_required_hdrs",
"//tensorflow/core/grappler/costs:pywrap_required_hdrs",
"//tensorflow/core/grappler/utils:pywrap_required_hdrs",
],
module_name = "_pywrap_tf_cluster",
deps = [
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core/common_runtime/gpu:gpu_id",
"@com_google_absl//absl/types:span",
"@pybind11",
],
)
cuda_py_test(
name = "cluster_test",
size = "small",
srcs = [
"grappler/cluster_test.py",
],
python_version = "PY3",
shard_count = 10,
tags = [
"grappler",
"no_pip", # tf_optimizer is not available in pip.
"notap", # TODO(b/135924227): Re-enable after fixing flakiness.
],
# This test will not run on XLA because it primarily tests the TF Classic flow.
xla_enable_strict_auto_jit = False,
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":tf_cluster",
":tf_item",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "tf_optimizer",
srcs = [
"grappler/tf_optimizer.py",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":_pywrap_tf_optimizer",
":tf_cluster",
],
)
tf_python_pybind_extension(
name = "_pywrap_tf_optimizer",
srcs = ["grappler/tf_optimizer_wrapper.cc"],
hdrs = [
"//tensorflow/cc:pywrap_required_hdrs",
"//tensorflow/core/grappler:pywrap_required_hdrs",
"//tensorflow/core/grappler/clusters:pywrap_required_hdrs",
"//tensorflow/core/grappler/costs:pywrap_required_hdrs",
"//tensorflow/core/grappler/optimizers:pywrap_required_hdrs",
"//tensorflow/core/grappler/verifiers:pywrap_required_hdrs",
],
module_name = "_pywrap_tf_optimizer",
deps = [
":pybind11_status",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core/common_runtime/gpu:gpu_id",
"@pybind11",
],
)
tf_py_test(
name = "tf_optimizer_test",
size = "small",
srcs = [
"grappler/tf_optimizer_test.py",
],
python_version = "PY3",
tags = [
"grappler",
"no_pip", # tf_optimizer is not available in pip.
],
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":tf_item",
":tf_optimizer",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "memory_optimizer_test",
size = "medium",
srcs = [
"grappler/memory_optimizer_test.py",
],
python_version = "PY3",
tags = [
"grappler",
],
deps = [
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":nn",
":random_seed",
":session",
":tf_optimizer",
":training",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "constant_folding_test",
size = "medium",
srcs = [
"grappler/constant_folding_test.py",
],
python_version = "PY3",
tags = [
"grappler",
],
deps = [
":array_ops",
":client_testlib",
":control_flow_ops",
":dtypes",
":framework_for_generated_wrappers",
":functional_ops",
":math_ops",
":ops",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "arithmetic_optimizer_test",
size = "small",
srcs = [
"grappler/arithmetic_optimizer_test.py",
],
python_version = "PY3",
tags = [
"grappler",
],
xla_enable_strict_auto_jit = False,
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
# TODO(b/131764887) Remove once LayoutOptimizer is swapped out with GenericLayoutOptimizer.
#
# cuda_py_test(
# name = "layout_optimizer_test",
# size = "medium",
# srcs = [
# "grappler/layout_optimizer_test.py",
# ],
# deps = [
# ":client_testlib",
# ":framework_for_generated_wrappers",
# ":array_ops",
# ":constant_op",
# ":dtypes",
# ":functional_ops",
# ":math_ops",
# ":nn",
# ":ops",
# ":random_ops",
# ":state_ops",
# ":tf_cluster",
# ":tf_optimizer",
# ":training",
# "//third_party/py/numpy",
# "//tensorflow/core:protos_all_py",
# ],
# shard_count = 10,
# tags = [
# "grappler",
# ],
# # This test will not run on XLA because it primarily tests the TF Classic flow.
# xla_enable_strict_auto_jit = False,
# )
py_library(
name = "cost_analyzer",
srcs = [
"grappler/cost_analyzer.py",
],
srcs_version = "PY2AND3",
deps = [
":_pywrap_cost_analyzer",
":tf_cluster",
":tf_item",
],
)
py_binary(
name = "cost_analyzer_tool",
srcs = [
"grappler/cost_analyzer_tool.py",
],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":cost_analyzer",
":framework_for_generated_wrappers",
":tf_optimizer",
"//tensorflow/core:protos_all_py",
],
)
tf_py_test(
name = "cost_analyzer_test",
size = "small",
srcs = ["grappler/cost_analyzer_test.py"],
python_version = "PY3",
tags = [
"grappler",
"no_cuda_on_cpu_tap",
"no_mac",
"no_pip",
"no_windows", # TODO(b/151942037)
],
deps = [
":array_ops",
":client_testlib",
":cost_analyzer",
":framework_for_generated_wrappers",
":math_ops",
":nn",
":nn_grad",
":random_ops",
":state_ops",
":training",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
py_library(
name = "model_analyzer",
srcs = [
"grappler/model_analyzer.py",
],
srcs_version = "PY2AND3",
deps = [":_pywrap_model_analyzer"],
)
tf_py_test(
name = "model_analyzer_test",
size = "small",
srcs = ["grappler/model_analyzer_test.py"],
tags = [
"grappler",
"no_pip",
],
deps = [
":array_ops",
":client_testlib",
":framework_for_generated_wrappers",
":math_ops",
":model_analyzer",
":state_ops",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
cuda_py_test(
name = "auto_mixed_precision_test",
size = "medium",
srcs = [
"grappler/auto_mixed_precision_test.py",
],
python_version = "PY3",
tags = ["grappler"],
# This test analyzes the graph, but XLA changes the names of nodes.
xla_enable_strict_auto_jit = False,
deps = [
":array_ops",
":client_testlib",
":constant_op",
":control_flow_ops",
":dtypes",
":framework_for_generated_wrappers",
":math_ops",
":nn",
":ops",
":random_ops",
":training",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
tf_gen_op_wrapper_private_py(
name = "nccl_ops_gen",
visibility = ["//tensorflow:internal"],
deps = [
"//tensorflow/core:nccl_ops_op_lib",
],
)
py_library(
name = "nccl_ops",
srcs = ["ops/nccl_ops.py"],
srcs_version = "PY2AND3",
visibility = visibility + [
"//learning/deepmind/tensorflow:__subpackages__",
"//third_party/car/deep_nets/tensorflow:__subpackages__",
"//waymo/ml:__subpackages__",
],
deps = [
":framework_for_generated_wrappers",
":nccl_ops_gen",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
],
)
cuda_py_test(
name = "nccl_ops_test",
size = "small",
srcs = ["ops/nccl_ops_test.py"],
python_version = "PY3",
# Disabled on jenkins until errors finding nvmlShutdown are found.
tags = [
"manual",
"multi_gpu",
"no_oss",
"noguitar",
"notap",
],
deps = [
":array_ops",
":client_testlib",
":framework_test_lib",
":nccl_ops",
":platform_test",
],
)
tf_gen_op_wrapper_private_py(
name = "decode_proto_ops_gen",
deps = [
"//tensorflow/core:decode_proto_ops_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "encode_proto_ops_gen",
deps = [
"//tensorflow/core:encode_proto_ops_op_lib",
],
)
py_library(
name = "proto_ops",
srcs = ["ops/proto_ops.py"],
deps = [
":decode_proto_ops_gen",
":encode_proto_ops_gen",
":framework_ops",
],
)
py_library(
name = "pywrap_mlir",
srcs = ["pywrap_mlir.py"],
visibility = ["//visibility:public"],
deps = [
":_pywrap_mlir",
":pywrap_tensorflow",
],
)
tf_python_pybind_extension(
name = "_pywrap_mlir",
srcs = ["mlir_wrapper.cc"],
hdrs = [
"lib/core/safe_ptr.h",
"//tensorflow/c:headers",
"//tensorflow/c/eager:headers",
"//tensorflow/compiler/mlir/python:pywrap_mlir_hdrs",
],
module_name = "_pywrap_mlir",
deps = [
":pybind11_lib",
":pybind11_status",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:status",
"//third_party/python_runtime:headers",
"@com_google_absl//absl/container:fixed_array",
"@pybind11",
],
)
py_library(
name = "pywrap_tfe",
srcs = ["pywrap_tfe.py"],
visibility = ["//visibility:public"],
deps = [
":_pywrap_tfe",
":pywrap_tensorflow",
],
)
tf_python_pybind_extension(
name = "_pywrap_tfe",
srcs = ["tfe_wrapper.cc"],
hdrs = [
"lib/core/safe_ptr.h",
"util/util.h",
":py_exception_registry_hdr",
"//tensorflow/c:headers",
"//tensorflow/c:pywrap_required_hdrs",
"//tensorflow/c/eager:headers",
"//tensorflow/c/eager:pywrap_required_hdrs",
"//tensorflow/core/common_runtime/eager:pywrap_required_hdrs",
"//tensorflow/core/distributed_runtime:pywrap_required_hdrs",
"//tensorflow/core/distributed_runtime/eager:pywrap_required_hdrs",
"//tensorflow/core/framework:pywrap_required_hdrs",
"//tensorflow/python/eager:pywrap_required_hdrs",
],
module_name = "_pywrap_tfe",
deps = [
":pybind11_lib",
":pybind11_status",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/hash",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
"@pybind11",
"//third_party/python_runtime:headers",
"//tensorflow/c/experimental/saved_model/core:pywrap_required_hdrs",
"//tensorflow/compiler/jit:flags_headers_only",
"//tensorflow/core/common_runtime:core_cpu_headers_lib",
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform",
] + if_static(
extra_deps = [
"//tensorflow/core/protobuf:eager_service_proto_cc",
"//tensorflow/core/protobuf:master_proto_cc",
"//tensorflow/core/protobuf:worker_proto_cc",
],
otherwise = [
"//tensorflow/core/protobuf:eager_service_proto_cc_headers_only",
"//tensorflow/core/protobuf:master_proto_cc_headers_only",
"//tensorflow/core/protobuf:worker_proto_cc_headers_only",
],
),
)
tf_python_pybind_extension(
name = "_pywrap_graph_analyzer",
srcs = ["grappler/graph_analyzer_tool_wrapper.cc"],
module_name = "_pywrap_graph_analyzer",
deps = [
"//tensorflow/core/grappler/graph_analyzer:graph_analyzer_tool",
"@pybind11",
],
)
py_binary(
name = "graph_analyzer",
srcs = [
"grappler/graph_analyzer.py",
],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":_pywrap_graph_analyzer",
":framework_for_generated_wrappers",
],
)
tf_python_pybind_extension(
name = "_pywrap_parallel_device",
srcs = [
"lib/core/safe_ptr.h",
"//tensorflow/c:headers",
"//tensorflow/c/eager:headers",
"//tensorflow/c/eager/parallel_device:headers",
"//tensorflow/c/eager/parallel_device:sources",
"//tensorflow/python/distribute/parallel_device:pywrap_parallel_device.cc",
],
module_name = "_pywrap_parallel_device",
visibility = ["//tensorflow/python/distribute/parallel_device:__pkg__"],
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib_headers_for_pybind",
"//tensorflow/core:protos_all_cc",
"//tensorflow/python:pybind11_lib",
"//tensorflow/python:pybind11_status",
"//third_party/python_runtime:headers",
"@pybind11",
],
)
pyx_library(
name = "framework_fast_tensor_util",
srcs = ["framework/fast_tensor_util.pyx"],
py_deps = ["//tensorflow/python:util"],
deps = ["//third_party/py/numpy:headers"],
)
py_library(
name = "tf2",
srcs = ["tf2.py"],
srcs_version = "PY2AND3",
)
py_test(
name = "tf2_test",
srcs = ["framework/tf2_test.py"],
python_version = "PY3",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":framework_combinations",
":tf2",
],
)
cuda_py_test(
name = "raw_ops_test",
srcs = ["ops/raw_ops_test.py"],
python_version = "PY3",
deps = [
":client_testlib",
],
)