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chore: import upstream snapshot with attribution
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wehub-resource-sync
2026-07-13 12:14:16 +08:00
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# Experimental Unified APIs for Eager and Graph modes.
load("@xla//third_party/rules_python/python:py_library.bzl", "py_library")
load("//tensorflow:tensorflow.default.bzl", "cuda_py_strict_test", "tf_python_pybind_extension")
load("//tensorflow/core/platform:build_config_root.bzl", "if_pywrap")
load(
"//tensorflow/tools/test:performance.bzl",
"cuda_py_benchmark_test",
)
package(
# copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
licenses = ["notice"],
)
tf_python_pybind_extension(
name = "_unified_api",
srcs = ["unified_api.cc"],
enable_stub_generation = True,
features = ["-layering_check"],
pytype_srcs = [
"_unified_api.pyi",
],
starlark_only = True,
visibility = [
"//tensorflow/python:__pkg__",
],
deps = [
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/lib/llvm_rtti",
"//tensorflow/core/platform:refcount",
"//tensorflow/python:unified_api_pywrap_required_headers",
"//tensorflow/python/lib/core:pybind11_lib",
"@com_google_absl//absl/types:span",
"@pybind11",
],
)
tf_python_pybind_extension(
name = "_tape",
srcs = ["tape.cc"],
features = ["-layering_check"],
starlark_only = True,
visibility = [
"//tensorflow/python:__pkg__",
],
deps = [
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/lib/llvm_rtti",
"//tensorflow/python:unified_api_pywrap_required_headers",
"//tensorflow/python/lib/core:pybind11_lib",
"@com_google_absl//absl/status",
"@com_google_absl//absl/types:span",
"@pybind11",
] + if_pywrap(
if_true = [
"//tensorflow/c/experimental/gradients/tape:tape_context",
"//tensorflow/c/experimental/gradients:math_grad",
"//tensorflow/c/experimental/gradients:nn_grad",
],
),
)
tf_python_pybind_extension(
name = "_math_ops",
srcs = ["math_ops.cc"],
enable_stub_generation = True,
pytype_srcs = [
"_math_ops.pyi",
],
starlark_only = True,
visibility = [
"//tensorflow/python:__pkg__",
],
deps = [
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/lib/llvm_rtti",
"//tensorflow/python:unified_api_pywrap_required_headers",
"//tensorflow/python/lib/core:pybind11_lib",
"@com_google_absl//absl/types:span",
"@pybind11",
] + if_pywrap(
if_true = [
"//tensorflow/c/experimental/ops:math_ops",
],
),
)
tf_python_pybind_extension(
name = "_nn_ops",
srcs = ["nn_ops.cc"],
enable_stub_generation = True,
pytype_srcs = [
"_nn_ops.pyi",
],
starlark_only = True,
visibility = [
"//tensorflow/python:__pkg__",
],
deps = [
"//tensorflow/c/eager:tfe_tensorhandle_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/lib/llvm_rtti",
"//tensorflow/python:unified_api_pywrap_required_headers",
"//tensorflow/python/lib/core:pybind11_lib",
"@com_google_absl//absl/types:span",
"@pybind11",
] + if_pywrap(
if_true = [
"//tensorflow/c/experimental/ops:nn_ops",
],
),
)
py_library(
name = "gradient_registry",
srcs = ["gradient_registry.py"],
strict_deps = True,
deps = [":_tape"],
)
py_library(
name = "math_ops",
srcs = ["math_ops.py"],
strict_deps = True,
deps = [
":_math_ops",
":context_stack",
],
)
py_library(
name = "nn_ops",
srcs = ["nn_ops.py"],
strict_deps = True,
deps = [
":_nn_ops",
":context_stack",
],
)
py_library(
name = "tape",
srcs = ["tape.py"],
strict_deps = True,
deps = [
":_tape",
":context_stack",
":gradient_registry",
"//tensorflow/python/util:nest",
],
)
py_library(
name = "def_function",
srcs = ["def_function.py"],
strict_deps = True,
deps = [
":_unified_api",
":context_stack",
"//tensorflow/python/util:nest",
],
)
py_library(
name = "thread_local_stack",
srcs = ["thread_local_stack.py"],
strict_deps = True,
)
py_library(
name = "context_stack",
srcs = ["context_stack.py"],
strict_deps = True,
deps = [":thread_local_stack"],
)
cuda_py_strict_test(
name = "unified_api_test",
size = "small",
srcs = ["unified_api_test.py"],
tags = [
# Note(srbs): These python bindings are not
# exported as part of the pip package yet so
# this test is disabled.
"no_pip",
"no_windows", # b/168218876
],
deps = [
":_unified_api",
":context_stack",
":def_function",
":math_ops",
":nn_ops",
":tape",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn_grad",
"//tensorflow/python/ops:nn_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/platform:client_testlib",
"@absl_py//absl/testing:parameterized",
],
)
cuda_py_benchmark_test(
name = "graph_building_test",
size = "small",
srcs = ["graph_building_test.py"],
deps = [
"//tensorflow/core/config:flags_py",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:func_graph",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops_gen",
"//tensorflow/python/ops:math_ops_gen",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/ops:resource_variable_ops_gen",
"//tensorflow/python/platform:client_testlib",
],
)