767 lines
20 KiB
Python
767 lines
20 KiB
Python
# Description:
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# C API for TensorFlow, for use by client language bindings.
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load(
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"//tensorflow:tensorflow.bzl",
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"tf_cc_test",
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"tf_copts",
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"tf_cuda_library",
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"tf_custom_op_library",
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"tf_kernel_library",
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)
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load("//tensorflow:tensorflow.bzl", "tf_cuda_cc_test")
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package(
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licenses = ["notice"], # Apache 2.0
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)
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# -----------------------------------------------------------------------------
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# Public targets
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filegroup(
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name = "headers",
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srcs = [
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"c_api.h",
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"c_api_experimental.h",
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"tensor_interface.h",
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"tf_attrtype.h",
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"tf_datatype.h",
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"tf_file_statistics.h",
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"tf_status.h",
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"tf_tensor.h",
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],
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visibility = ["//tensorflow:__subpackages__"],
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)
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filegroup(
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name = "srcs",
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srcs = glob(
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[
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"*.cc",
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"*.h",
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],
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exclude = [
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"c_api_experimental.cc",
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"c_api_experimental.h",
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"python_api.cc",
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"python_api.h",
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"*test*",
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],
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) + [
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"//tensorflow/cc:srcs_no_runtime",
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"//tensorflow/core/distributed_runtime:server_lib.h",
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],
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visibility = ["//visibility:public"],
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)
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filegroup(
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name = "pywrap_required_hdrs",
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srcs = [
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"c_api_internal.h",
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"conversion_macros.h",
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"python_api.h",
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"tensor_interface.h",
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"tf_status_helper.h",
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"tf_status_internal.h",
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"tf_tensor_internal.h",
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],
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visibility = [
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"//tensorflow/core:__pkg__",
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"//tensorflow/python:__pkg__",
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],
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)
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tf_cuda_library(
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name = "c_api_internal",
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hdrs = [
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"c_api.h",
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"c_api_internal.h",
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"tf_datatype.h",
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"tf_tensor.h",
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],
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visibility = [
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"//tensorflow:internal",
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"//tensorflow/c:__subpackages__",
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],
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deps = select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite",
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],
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"//tensorflow:chromiumos": [
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":tf_attrtype",
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"//tensorflow/core:core_cpu",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core/platform:platform",
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],
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"//conditions:default": [
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":tf_attrtype",
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"//tensorflow/core:core_cpu",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core/platform:platform",
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"//tensorflow/core:op_gen_lib",
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"//tensorflow/core/distributed_runtime:server_lib",
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],
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}) + [
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":tf_status_internal",
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":tf_tensor_internal",
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],
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)
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filegroup(
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name = "pywrap_tf_session_hdrs",
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srcs = [
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"python_api.h",
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],
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visibility = [
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"//tensorflow/core:__pkg__",
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"//tensorflow/python:__pkg__",
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],
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)
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cc_library(
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name = "tf_attrtype",
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hdrs = ["tf_attrtype.h"],
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visibility = ["//visibility:public"],
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)
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cc_library(
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name = "c_api_macros",
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hdrs = ["c_api_macros.h"],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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)
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tf_cuda_library(
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name = "c_api",
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hdrs = [
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"c_api.h",
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"tf_attrtype.h",
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"tf_datatype.h",
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"tf_file_statistics.h",
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"tf_status.h",
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"tf_tensor.h",
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],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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deps = [
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":c_api_no_xla",
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":c_api_internal",
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":tf_attrtype",
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":tf_status_internal",
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":tf_file_statistics",
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":tf_tensor_internal",
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] + select({
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"//tensorflow:with_xla_support": [
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"//tensorflow/compiler/tf2xla:xla_compiler",
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"//tensorflow/compiler/jit",
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],
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"//conditions:default": [],
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}),
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)
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tf_cuda_library(
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name = "c_api_no_xla",
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srcs = [
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"c_api.cc",
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"c_api_function.cc",
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],
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hdrs = [
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"c_api.h",
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],
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copts = tf_copts(),
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visibility = [
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"//tensorflow/c:__subpackages__",
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"//third_party/llvm/llvm-project:__subpackages__",
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],
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deps = [
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":c_api_internal",
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":tf_attrtype",
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":tf_datatype",
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":tf_status_internal",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite",
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],
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"//conditions:default": [
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":tf_status",
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":tf_tensor",
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"@com_google_absl//absl/strings",
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"//tensorflow/cc/saved_model:loader_lite",
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"//tensorflow/cc:gradients",
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"//tensorflow/cc:ops",
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"//tensorflow/cc:grad_ops",
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"//tensorflow/cc:scope_internal",
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"//tensorflow/cc:while_loop",
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"//tensorflow/core:core_cpu",
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"//tensorflow/core:core_cpu_internal",
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"//tensorflow/core:framework",
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"//tensorflow/core:op_gen_lib",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core:lib",
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"//tensorflow/core:lib_internal",
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"//tensorflow/core/distributed_runtime:server_lib",
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"//tensorflow/core/kernels:logging_ops",
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],
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}),
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alwayslink = 1,
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)
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tf_cuda_library(
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name = "tf_status_internal",
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hdrs = [
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"tf_status.h",
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"tf_status_internal.h",
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],
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visibility = [
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"//tensorflow/c:__subpackages__",
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"//tensorflow/compiler/mlir/tensorflow/c:__subpackages__",
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],
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deps = select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:lib",
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],
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}),
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)
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cc_library(
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name = "tf_status",
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srcs = ["tf_status.cc"],
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hdrs = ["tf_status.h"],
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visibility = ["//visibility:public"],
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deps = [
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":tf_status_internal",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:lib",
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],
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}),
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)
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cc_library(
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name = "tf_status_headers",
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hdrs = ["tf_status.h"],
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visibility = ["//visibility:public"],
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)
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cc_library(
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name = "tf_file_statistics",
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hdrs = ["tf_file_statistics.h"],
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visibility = ["//visibility:public"],
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)
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cc_library(
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name = "tensor_interface",
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hdrs = ["tensor_interface.h"],
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visibility = ["//tensorflow:internal"],
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deps = select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:lib",
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"//tensorflow/core:protos_all_cc",
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],
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}),
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)
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cc_library(
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name = "tf_datatype",
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srcs = ["tf_datatype.cc"],
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hdrs = ["tf_datatype.h"],
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visibility = ["//visibility:public"],
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deps = select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:framework",
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],
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}),
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alwayslink = 1,
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)
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cc_library(
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name = "tf_tensor",
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srcs = ["tf_tensor.cc"],
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hdrs = ["tf_tensor.h"],
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visibility = ["//visibility:public"],
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deps = [
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":tensor_interface",
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":tf_datatype",
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":tf_status",
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":tf_status_helper",
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":tf_tensor_internal",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core/platform:casts",
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],
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}),
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)
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tf_cuda_library(
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name = "tf_tensor_internal",
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hdrs = [
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"tf_tensor.h",
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"tf_tensor_internal.h",
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],
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visibility = ["//tensorflow:internal"],
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deps = [
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":tensor_interface",
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":tf_datatype",
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":tf_status",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:framework",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core/platform:casts",
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],
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}),
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)
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tf_cuda_library(
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name = "c_api_experimental",
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srcs = [
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"c_api_experimental.cc",
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],
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hdrs = [
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"c_api_experimental.h",
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],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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deps = [
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":c_api",
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":c_api_internal",
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":checkpoint_reader",
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"//tensorflow/c/eager:c_api",
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"//tensorflow/c/eager:c_api_internal",
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"//tensorflow/c/eager:tfe_context_internal",
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"//tensorflow/c/eager:tfe_op_internal",
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"//tensorflow/c/eager:tfe_tensorhandle_internal",
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"//tensorflow/compiler/jit:flags",
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"//tensorflow/core:core_cpu",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core/common_runtime/eager:attr_builder",
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"//tensorflow/core/common_runtime/eager:context",
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"//tensorflow/core/common_runtime/eager:core",
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"//tensorflow/core/common_runtime/eager:eager_operation",
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"//tensorflow/core/distributed_runtime/rpc:grpc_server_lib",
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"//tensorflow/core/platform",
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"@com_google_absl//absl/strings",
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],
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alwayslink = 1,
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)
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exports_files(
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[
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"version_script.lds",
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"exported_symbols.lds",
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],
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visibility = ["//visibility:public"],
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)
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filegroup(
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name = "checkpoint_reader_hdrs",
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srcs = [
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"checkpoint_reader.h",
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"tf_status_helper.h",
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],
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visibility = ["//tensorflow:__subpackages__"],
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)
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tf_cuda_library(
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name = "tf_status_helper",
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srcs = ["tf_status_helper.cc"],
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hdrs = ["tf_status_helper.h"],
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visibility = ["//visibility:public"],
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deps = [
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":tf_status",
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":tf_status_internal",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite", # TODO(annarev): exclude runtime srcs
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],
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"//conditions:default": [
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"//tensorflow/core:lib",
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],
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}),
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)
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tf_cc_test(
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name = "tf_status_helper_test",
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srcs = ["tf_status_helper_test.cc"],
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deps = [
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":tf_status_helper",
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"//tensorflow/core:lib",
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"//tensorflow/core:test",
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"//tensorflow/core:test_main",
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],
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)
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tf_cuda_library(
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name = "checkpoint_reader",
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srcs = ["checkpoint_reader.cc"],
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hdrs = ["checkpoint_reader.h"],
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visibility = ["//visibility:public"],
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deps = [
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":tf_status_helper",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core/util/tensor_bundle",
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],
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)
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tf_cuda_library(
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name = "env",
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srcs = [
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"env.cc",
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],
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hdrs = [
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"env.h",
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],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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deps = select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite",
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],
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"//conditions:default": [
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"//tensorflow/core:framework",
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],
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}) + [
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":c_api",
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":tf_status_helper",
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":c_api_internal",
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":tf_file_statistics",
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"//tensorflow/core:lib",
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],
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)
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tf_cuda_library(
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name = "kernels",
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srcs = [
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"kernels.cc",
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],
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hdrs = [
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"kernels.h",
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],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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deps = [
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":tf_status",
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":tf_status_helper",
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":tf_tensor_internal",
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] + select({
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"//tensorflow:android": [
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":c_api_internal",
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"//tensorflow/core:portable_tensorflow_lib_lite",
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],
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"//conditions:default": [
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":c_api_internal",
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":tf_tensor",
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"//tensorflow/core:framework",
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"//tensorflow/core:framework_lite",
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],
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}),
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)
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tf_cuda_library(
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name = "ops",
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srcs = [
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"ops.cc",
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],
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hdrs = [
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"ops.h",
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],
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copts = tf_copts(),
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visibility = ["//visibility:public"],
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deps = [
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":tf_datatype",
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":tf_status",
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":tf_status_helper",
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] + select({
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib_lite",
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],
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"//conditions:default": [
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"//tensorflow/core:framework",
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],
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}),
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alwayslink = 1,
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)
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# -----------------------------------------------------------------------------
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# Tests
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tf_cuda_library(
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name = "c_test_util",
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testonly = 1,
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srcs = ["c_test_util.cc"],
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hdrs = ["c_test_util.h"],
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visibility = [
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"//learning/brain:__subpackages__",
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"//tensorflow:__subpackages__",
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],
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deps = [
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":c_api",
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":c_api_experimental",
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"//tensorflow/core:lib",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core:session_options",
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"//tensorflow/core:test",
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],
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)
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tf_cc_test(
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name = "c_test",
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srcs = ["c_test.c"],
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extra_copts = ["-std=c11"],
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deps = [
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":c_api",
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":c_api_experimental",
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":env",
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":kernels",
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],
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)
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tf_cuda_cc_test(
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name = "c_api_test",
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size = "small",
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srcs = ["c_api_test.cc"],
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data = [
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":test_op1.so",
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"//tensorflow/cc/saved_model:saved_model_half_plus_two",
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],
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linkopts = select({
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"//tensorflow:macos": ["-headerpad_max_install_names"],
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"//conditions:default": [],
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}),
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tags = [
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"no_windows", # TODO(b/155444728)
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"noasan",
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],
|
|
# We must ensure that the dependencies can be dynamically linked since
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# the shared library must be able to use core:framework.
|
|
# linkstatic = tf_kernel_tests_linkstatic(),
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deps = [
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":c_api",
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":c_test_util",
|
|
":test_op_kernel",
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/cc:grad_ops",
|
|
"//tensorflow/cc/saved_model:signature_constants",
|
|
"//tensorflow/cc/saved_model:tag_constants",
|
|
"//tensorflow/compiler/jit",
|
|
"//tensorflow/core:array_ops_op_lib",
|
|
"//tensorflow/core:bitwise_ops_op_lib",
|
|
"//tensorflow/core:control_flow_ops_op_lib",
|
|
"//tensorflow/core:core_cpu_internal",
|
|
"//tensorflow/core:direct_session",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:framework_internal",
|
|
"//tensorflow/core:functional_ops_op_lib",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:math_ops_op_lib",
|
|
"//tensorflow/core:nn_ops_op_lib",
|
|
"//tensorflow/core:no_op_op_lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:sendrecv_ops_op_lib",
|
|
"//tensorflow/core:spectral_ops_op_lib",
|
|
"//tensorflow/core:state_ops_op_lib",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:control_flow_ops",
|
|
"//tensorflow/core/kernels:math",
|
|
"//tensorflow/core/platform:resource_loader",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "c_api_experimental_test",
|
|
size = "medium",
|
|
srcs = ["c_api_experimental_test.cc"],
|
|
data = ["testdata/tf_record"],
|
|
linkopts = select({
|
|
"//tensorflow:macos": ["-headerpad_max_install_names"],
|
|
"//conditions:default": [],
|
|
}),
|
|
tags = ["notsan"], # b/149031034
|
|
# We must ensure that the dependencies can be dynamically linked since
|
|
# the shared library must be able to use core:framework.
|
|
# linkstatic = tf_kernel_tests_linkstatic(),
|
|
deps = [
|
|
":c_api",
|
|
":c_api_experimental",
|
|
":c_api_internal",
|
|
":c_test_util",
|
|
"//tensorflow/c/eager:c_api",
|
|
"//tensorflow/c/eager:c_api_test_util",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
"@com_google_absl//absl/types:optional",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "c_api_function_test",
|
|
size = "small",
|
|
srcs = ["c_api_function_test.cc"],
|
|
deps = [
|
|
":c_api",
|
|
":c_api_internal",
|
|
":c_test_util",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:lib_internal",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "while_loop_test",
|
|
size = "small",
|
|
srcs = ["while_loop_test.cc"],
|
|
deps = [
|
|
":c_api",
|
|
":c_test_util",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
],
|
|
)
|
|
|
|
tf_custom_op_library(
|
|
name = "test_op1.so",
|
|
srcs = ["test_op1.cc"],
|
|
)
|
|
|
|
tf_kernel_library(
|
|
name = "test_op_kernel",
|
|
srcs = ["test_op.cc"],
|
|
deps = [
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
tf_cuda_cc_test(
|
|
name = "env_test",
|
|
size = "small",
|
|
srcs = ["env_test.cc"],
|
|
linkopts = select({
|
|
"//tensorflow:macos": ["-headerpad_max_install_names"],
|
|
"//conditions:default": [],
|
|
}),
|
|
tags = ["noasan"],
|
|
# We must ensure that the dependencies can be dynamically linked since
|
|
# the shared library must be able to use core:framework.
|
|
# linkstatic = tf_kernel_tests_linkstatic(),
|
|
deps = [
|
|
":c_api",
|
|
":env",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
],
|
|
)
|
|
|
|
tf_cuda_cc_test(
|
|
name = "kernels_test",
|
|
size = "small",
|
|
srcs = ["kernels_test.cc"],
|
|
linkopts = select({
|
|
"//tensorflow:macos": ["-headerpad_max_install_names"],
|
|
"//conditions:default": [],
|
|
}),
|
|
tags = ["no_cuda_on_cpu_tap"],
|
|
# We must ensure that the dependencies can be dynamically linked since
|
|
# the shared library must be able to use core:framework.
|
|
# linkstatic = tf_kernel_tests_linkstatic(),
|
|
deps = [
|
|
":c_api",
|
|
":kernels",
|
|
"//tensorflow/core:core_cpu",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
"//tensorflow/core/kernels:ops_testutil",
|
|
"//third_party/eigen3",
|
|
"@com_google_absl//absl/container:inlined_vector",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "ops_test",
|
|
size = "small",
|
|
srcs = ["ops_test.cc"],
|
|
linkopts = select({
|
|
"//conditions:default": [],
|
|
}),
|
|
tags = ["noasan"],
|
|
# We must ensure that the dependencies can be dynamically linked since
|
|
# the shared library must be able to use core:framework.
|
|
# linkstatic = tf_kernel_tests_linkstatic(),
|
|
deps = [
|
|
":c_api",
|
|
":ops",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
"//tensorflow/core:testlib",
|
|
"@com_google_absl//absl/strings",
|
|
],
|
|
)
|
|
|
|
# -----------------------------------------------------------------------------
|
|
# Python API target
|
|
|
|
tf_cuda_library(
|
|
name = "python_api",
|
|
srcs = ["python_api.cc"],
|
|
hdrs = ["python_api.h"],
|
|
visibility = ["//tensorflow/python:__pkg__"],
|
|
deps = [
|
|
":c_api",
|
|
":c_api_internal",
|
|
# TODO(b/74620627): remove when _USE_C_SHAPES is removed
|
|
"//tensorflow/python:cpp_shape_inference_proto_cc",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "conversion_macros",
|
|
hdrs = [
|
|
"conversion_macros.h",
|
|
],
|
|
visibility = ["//tensorflow:__subpackages__"],
|
|
)
|