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BUILD
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BUILD
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load("@local_config_rocm//rocm:build_defs.bzl", "if_rocm_is_configured")
# copybara:uncomment_begin(google-only)
# load("//devtools/deps/check:deps_check.bzl", "check_dependencies")
# copybara:uncomment_end
load("@local_tsl//tsl/platform:build_config_root.bzl", "if_static")
load(
"@local_tsl//tsl/platform/default:cuda_build_defs.bzl",
"if_cuda_is_configured",
)
load("@local_xla//xla:xla.bzl", "xla_py_proto_library")
load("@local_xla//xla/service/cpu:build_defs.bzl", "runtime_copts")
load("//tensorflow:strict.default.bzl", "py_strict_library")
load("//tensorflow:tensorflow.bzl", "if_google", "if_libtpu", "tf_cc_binary", "tf_cc_test", "tf_copts", "tf_cuda_cc_test", "tf_gen_op_wrapper_py", "tf_openmp_copts")
load("//tensorflow:tensorflow.default.bzl", "cuda_py_strict_test", "filegroup", "get_compatible_with_portable")
load(
"//tensorflow/core/platform:build_config.bzl",
"tf_additional_tensor_coding_deps",
"tf_proto_library",
)
load("//tensorflow/core/platform:rules_cc.bzl", "cc_library")
package(
# copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
default_visibility = [":internal"],
licenses = ["notice"],
)
package_group(
name = "internal",
packages = [
"//tensorflow/compiler/aot/...",
"//tensorflow/compiler/jit/...",
"//tensorflow/compiler/mlir/...",
"//tensorflow/compiler/tests/...",
"//tensorflow/compiler/tf2xla/...",
"//tensorflow/core/tpu/...",
"//tensorflow/python/compiler/...",
"//tensorflow/python/util/...",
],
)
package_group(
name = "friends",
includes = [":internal"],
packages = [
"//platforms/performance/automl/...",
"//tensorflow/...",
"//tensorflow_federated/cc/core/impl/executors/...",
"//tensorflow_models/...",
"//third_party/deepmind/deepmind_research/density_functional_approximation_dm21/...",
"//third_party/mlir_edge/model_curriculum/iree/...",
"//third_party/mlperf/submissions/training/v0_7/models/...",
"//third_party/py/keras_cv/...",
"//third_party/py/tf_keras/...",
"//third_party/sparse_conv/ops/...",
"//waymo/ml/deploy/benchmark/...",
],
)
cc_library(
name = "tf2xla_supported_ops_lib",
srcs = ["tf2xla_supported_ops.cc"],
hdrs = ["tf2xla_supported_ops.h"],
visibility = ["//visibility:public"],
deps = [
":xla_compiler",
":xla_op_registry",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:ops",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/strings",
],
)
tf_cc_binary(
name = "tf2xla_supported_ops",
srcs = ["tf2xla_supported_ops_main.cc"],
visibility = ["//visibility:public"],
deps = [":tf2xla_supported_ops_lib"],
)
tf_proto_library(
name = "tf2xla_proto",
srcs = ["tf2xla.proto"],
cc_api_version = 2,
protodeps = [
"//tensorflow/core:protos_all",
],
visibility = ["//visibility:public"],
)
xla_py_proto_library(
name = "tf2xla_py",
has_services = False,
api_version = 2,
visibility = ["//visibility:public"],
deps = [":tf2xla_proto"],
)
tf_proto_library(
name = "host_compute_metadata_proto",
srcs = ["host_compute_metadata.proto"],
cc_api_version = 2,
protodeps = [
"//tensorflow/core:protos_all",
],
visibility = ["//visibility:public"],
)
cc_library(
name = "graph_compiler_util",
srcs = ["graph_compiler_util.cc"],
hdrs = ["graph_compiler_util.h"],
visibility = [":friends"],
deps = [
":functionalize_control_flow",
":sharding_util",
":tf2xla_proto_cc",
":tf2xla_util",
":xla_compiler",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
"@local_xla//xla:status_macros",
"@local_xla//xla:statusor",
"@local_xla//xla:xla_data_proto_cc",
],
)
cc_library(
name = "tf2xla",
srcs = ["tf2xla.cc"],
hdrs = ["tf2xla.h"],
visibility = ["//visibility:public"],
deps = [
":common",
":graph_compiler_util",
":tf2xla_proto_cc",
":tf2xla_util",
":xla_compiler",
":xla_op_registry",
"//tensorflow/compiler/aot:aot_only_var_handle_op",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:status",
"@com_google_absl//absl/strings",
"@local_xla//xla/client",
"@local_xla//xla/client:xla_computation",
],
)
cc_library(
name = "mlir_tf2xla",
srcs = ["mlir_tf2xla.cc"],
hdrs = ["tf2xla.h"],
visibility = ["//visibility:public"],
deps = [
":tf2xla_proto_cc",
":tf2xla_util",
":xla_compiler",
"//tensorflow/compiler/jit",
"//tensorflow/compiler/mlir/tensorflow",
"//tensorflow/compiler/mlir/tensorflow:device_util",
"//tensorflow/compiler/mlir/tensorflow:error_util",
"//tensorflow/compiler/mlir/tensorflow:import_model",
"//tensorflow/compiler/mlir/tensorflow:import_utils",
"//tensorflow/compiler/mlir/tensorflow:mlir_roundtrip_flags",
"//tensorflow/compiler/mlir/tensorflow/transforms:bridge",
"//tensorflow/compiler/mlir/tensorflow/transforms:tensorflow_passes",
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
"//tensorflow/compiler/mlir/tf2xla:compile_mlir_util",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:status",
"@com_google_absl//absl/strings",
"@llvm-project//mlir:FuncDialect",
"@llvm-project//mlir:IR",
"@llvm-project//mlir:ShapeDialect",
"@local_xla//xla/client",
"@local_xla//xla/client:xla_computation",
"@local_xla//xla/mlir_hlo",
"@local_xla//xla/translate/mhlo_to_hlo:mlir_hlo_to_hlo",
],
)
# The filegroups below are explicitly used by
# tensorflow/tools/pip_package:build_pip_package to ensure we include the proper
# sources for the XLA AOT CPU runtime; as these are necessary outside of bazel
# when linking tfcompile objects using saved_model_cli (e.g. using the
# tensorflow pip package). The associated .cc files are included in tensorflow
# pip package's xla_aot_runtime_srcs/ subdirectory. All necessary headers are
# also included in the pip package's include/tensorflow/ and include/external/
# subdirectories. Note however that sometimes additional object files may need
# to be linked when linking aot xla objects, e.g. abseil libraries. See the deps
# attribute of the "xla_compiled_cpu_runtime_standalone" target below for an
# exhaustive list.
filegroup(
name = "xla_compiled_cpu_runtime_hdrs",
srcs = [
"xla_compiled_cpu_function.h",
"//tensorflow/core/kernels:xla_cpu_runtime_hdrs",
"//tensorflow/core/platform:xla_cpu_runtime_srcs",
"@local_tsl//tsl/framework:xla_cpu_runtime_hdrs",
"@local_tsl//tsl/framework/fixedpoint:xla_cpu_runtime_hdrs",
"@local_tsl//tsl/platform:xla_cpu_runtime_srcs",
"@local_xla//xla:cpu_runtime_hdrs",
"@local_xla//xla/service:custom_call_status_hdrs",
"@local_xla//xla/service/cpu:runtime_hdrs",
],
visibility = [
"//tensorflow/tools/pip_package:__pkg__",
"//tensorflow/tools/pip_package:__subpackages__",
],
)
filegroup(
name = "xla_compiled_cpu_runtime_srcs",
srcs = [
"xla_compiled_cpu_function.cc",
"//tensorflow/core/kernels:xla_cpu_runtime_srcs",
"//tensorflow/core/platform:xla_cpu_runtime_srcs",
"@local_tsl//tsl/platform:xla_cpu_runtime_srcs",
"@local_xla//xla:cpu_runtime_srcs",
"@local_xla//xla/service:custom_call_status_srcs",
"@local_xla//xla/service/cpu:runtime_srcs",
],
visibility = [
"//tensorflow/tools/pip_package:__pkg__",
"//tensorflow/tools/pip_package:__subpackages__",
],
)
# This stand-alone target is used to ensure that we can build tf_library type
# targets against the subset of sources declared in
# xla_compiled_cpu_runtime_{srcs,hdrs}.
#
# The macros in tensorflow/python/tools/tools.bzl produce AOT compiled binaries
# that rely on this target, as do unit tests in tensorflow/python/tools.
#
# See above for the significance of the source filegroups.
cc_library(
name = "xla_compiled_cpu_runtime_standalone",
srcs = [
":xla_compiled_cpu_runtime_srcs",
],
hdrs = [
":xla_compiled_cpu_runtime_hdrs",
],
copts = runtime_copts() + tf_openmp_copts(),
defines = [
"EIGEN_NEON_GEBP_NR=4",
],
features = [
"fully_static_link",
"-parse_headers",
],
linkstatic = 1,
visibility = [":friends"],
# Note, we specifically removed MKL and multithreaded dependencies so the
# standalone does not require the MKL binary blob or threading libraries.
#
# TODO(ebrevdo): Remove tf_additoinal_tensor_coding_deps in favor of
# absl/strings:cord when we update absl to a newer version.
#
# NOTE!!!!! (b/150412548 for reference)
# DO NOT add dependencies here!
#
# 1) Read first the purpose of this target and the purpose of the
# :xla_compiled_cpu_runtime_{srcs|hrds} targets.
#
# Key point is: this target represents the sources available under the xla_aot_runtime_srcs
# dir in the tensorflow pip package, which enables linking AOT-ed saved modules in customer
# projects, including those not using bazel. So adding a dependency here to fix the tests
# using this target (xla_compiled_cpu_runtime_standalone) defeats the purpose.
#
# 2) Most likely you need to split your dependency into 2 file groups and add them
# to the :xla_compiled_cpu_runtime_{srcs|hrds} targets accordingly.
#
# !!!DO NOT EDIT dependencies - please read the above!!!
deps = [
"@com_google_absl//absl/base",
"@com_google_absl//absl/base:core_headers",
"@com_google_absl//absl/base:dynamic_annotations",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings:str_format",
"@com_google_absl//absl/synchronization",
"@ducc//:fft_wrapper",
"@eigen_archive//:eigen3",
"@llvm-project//mlir:TransformUtils",
"@local_xla//xla:empty",
"//tensorflow/core/framework:numeric_types",
"//tensorflow/core/platform:bfloat16",
"//tensorflow/core/platform:float8",
"//tensorflow/core/platform:stringpiece",
# Extra dependencies required for multithreaded runtime objects.
"//tensorflow/core/platform:blocking_counter",
"//tensorflow/core/platform:logging",
"//tensorflow/core/platform:mutex",
"@local_tsl//tsl/platform:blocking_counter",
"@local_tsl//tsl/platform:logging",
"@local_tsl//tsl/platform:tstring",
"@local_tsl//tsl/platform:types",
] + tf_additional_tensor_coding_deps(),
alwayslink = 1,
)
# copybara:uncomment_begin(google-only)
# check_dependencies(
# # Please read the whole comment above the `deps` of xla_compiled_cpu_runtime_standalone before
# # making any change here.
# name = "only_pip_sources_in_xla_lib",
# of = [":xla_compiled_cpu_runtime_standalone"],
# allowed_match_regexp = "|".join([
# ":xla_compiled_cpu_runtime_standalone",
# "//tensorflow/core/framework:numeric_types",
# "@local_tsl//tsl/framework:numeric_types",
# "@local_tsl//tsl/framework:device_type",
# "@local_tsl//tsl/framework:fixedpoint_types",
# "@local_tsl//tsl/platform:bfloat16",
# "@local_tsl//tsl/platform:blocking_counter",
# "@local_tsl//tsl/platform:byte_order",
# "@local_tsl//tsl/platform:cord",
# "@local_tsl//tsl/platform:env_time",
# "@local_tsl//tsl/platform:ml_dtypes",
# "@local_tsl//tsl/platform:logging",
# "@local_tsl//tsl/platform:macros",
# "@local_tsl//tsl/platform:mutex",
# "@local_tsl//tsl/platform:platform",
# "@local_tsl//tsl/platform:stringpiece",
# "@local_tsl//tsl/platform:thread_annotations",
# "@local_tsl//tsl/platform:tstring",
# "@local_tsl//tsl/platform:types",
# "@local_tsl//tsl/platform/default:cord",
# "@local_tsl//tsl/platform/default:env_time",
# "@local_tsl//tsl/platform/default:logging",
# "@local_tsl//tsl/platform/default:mutex",
# "@local_tsl//tsl/platform/default:types",
# "@local_tsl//tsl/platform/google:cord",
# "@local_tsl//tsl/platform/google:env_time",
# "@local_tsl//tsl/platform/google:logging",
# "@local_tsl//tsl/platform/google:mutex",
# "@local_tsl//tsl/platform/google:types",
# "@local_tsl//tsl/platform/windows:env_time",
# "//tensorflow/core/platform:bfloat16",
# "//tensorflow/core/platform:blocking_counter",
# "//tensorflow/core/platform:byte_order",
# "//tensorflow/core/platform:cord",
# "//tensorflow/core/platform:env_time",
# "//tensorflow/core/platform:float8",
# "//tensorflow/core/platform:logging",
# "//tensorflow/core/platform:macros",
# "//tensorflow/core/platform:mutex",
# "//tensorflow/core/platform:platform",
# "//tensorflow/core/platform:stringpiece",
# "//tensorflow/core/platform:thread_annotations",
# "//tensorflow/core/platform:tstring",
# "//tensorflow/core/platform:types",
# "@local_xla//xla:empty",
# ]),
# dont_match_regexp = "|".join(["//tensorflow"]),
# kind = "cc_library",
# )
# copybara:uncomment_end
cc_library(
name = "xla_compiled_cpu_function",
srcs = ["xla_compiled_cpu_function.cc"],
hdrs = ["xla_compiled_cpu_function.h"],
compatible_with = get_compatible_with_portable(),
visibility = ["//visibility:public"],
deps = [
"@local_xla//xla/service:custom_call_status_internal",
# Keep dependencies to a minimum here; this library is used in every AOT
# binary produced by tfcompile.
"@local_xla//xla:cpu_function_runtime",
"@local_xla//xla:executable_run_options",
"@local_xla//xla/service/cpu:buffer_desc",
"//tensorflow/core/platform:types",
],
)
tf_cc_test(
name = "cpu_function_runtime_test",
srcs = ["cpu_function_runtime_test.cc"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"@local_xla//xla:cpu_function_runtime",
],
)
cc_library(
name = "xla_jit_compiled_cpu_function",
srcs = ["xla_jit_compiled_cpu_function.cc"],
hdrs = ["xla_jit_compiled_cpu_function.h"],
visibility = ["//visibility:public"],
deps = [
":tf2xla",
":tf2xla_proto_cc",
":xla_compiled_cpu_function",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:errors",
"@com_google_absl//absl/types:span",
"@local_xla//xla:cpu_function_runtime",
"@local_xla//xla:shape_util",
"@local_xla//xla:statusor",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:client_library",
"@local_xla//xla/client:local_client",
"@local_xla//xla/client:xla_computation",
"@local_xla//xla/service:platform_util",
"@local_xla//xla/stream_executor:platform",
] + if_libtpu(
if_false = [
"@local_xla//xla/service:cpu_plugin",
"@local_xla//xla/service/cpu:buffer_info_util",
"@local_xla//xla/service/cpu:cpu_executable",
],
if_true = [],
),
)
tf_cc_test(
name = "graph_compiler_test",
srcs = ["graph_compiler_test.cc"],
deps = [
":graph_compiler_util",
":tf2xla_proto_cc",
":xla_compilation_device",
":xla_compiler",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_base",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/lib/monitoring:cell_reader",
"//tensorflow/core/platform:refcount",
"@com_google_googletest//:gtest_main",
],
)
cc_library(
name = "xla_compiler",
srcs = [
"const_analysis.cc",
"graph_compiler.cc",
"xla_compiler.cc",
"xla_cpu_backend.cc",
"xla_op_kernel.cc",
] + if_cuda_is_configured([
"xla_gpu_backend.cc",
]) + if_rocm_is_configured([
"xla_gpu_backend.cc",
]),
hdrs = [
"const_analysis.h",
"graph_compiler.h",
"xla_compiler.h",
"xla_helpers.h",
"xla_op_kernel.h",
"xla_op_registry.h",
],
copts = tf_copts(),
visibility = [":friends"],
deps = [
":common",
":host_compute_metadata_proto_cc",
":layout_util",
":rearrange_function_argument",
":sharding_util",
":side_effect_util",
":tf2xla_util",
":xla_argument",
":xla_compilation_device",
":xla_context",
":xla_expression",
":xla_helpers",
":xla_op_registry",
":xla_resource",
"//tensorflow/compiler/jit:common",
"//tensorflow/compiler/jit:flags",
"//tensorflow/compiler/jit:shape_inference",
"//tensorflow/compiler/jit:xla_compile_util",
"//tensorflow/compiler/mlir/tensorflow:attribute_utils",
"//tensorflow/compiler/mlir/tf2xla:mlir_bridge_rollout_policy",
"//tensorflow/compiler/mlir/tf2xla/api/v1:compile_mlir_util_no_tf_dialect_passes",
"//tensorflow/compiler/mlir/utils:array_container_utils",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:ops",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/tpu:tpu_defs",
"//tensorflow/core/util:overflow",
"@com_google_absl//absl/algorithm:container",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
"@com_google_absl//absl/types:span",
"@com_google_absl//absl/types:variant",
"@local_tsl//tsl/platform:tensor_float_32_hdr_lib",
"@local_xla//xla:executable_run_options",
"@local_xla//xla:protobuf_util",
"@local_xla//xla:shape_util",
"@local_xla//xla:status_macros",
"@local_xla//xla:util",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:client_library",
"@local_xla//xla/client:local_client",
"@local_xla//xla/client:value_inference",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/client:xla_computation",
"@local_xla//xla/hlo/ir:hlo",
"@local_xla//xla/service:computation_placer_hdr",
"@local_xla//xla/service:hlo_proto_cc",
"@local_xla//xla/translate/mhlo_to_hlo:layout_util",
] + if_libtpu([
":xla_tpu_backend_registration",
]) + if_static(["@local_tsl//tsl/platform:tensor_float_32_utils"]),
alwayslink = 1,
)
cc_library(
name = "xla_compilation_device",
srcs = [
"xla_compilation_device.cc",
],
hdrs = [
"xla_compilation_device.h",
],
deps = [
":common",
":frontend_attributes_util",
":sharding_util",
":xla_context",
":xla_helpers",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:session_options",
"//tensorflow/core/common_runtime:core_cpu_internal",
"@local_xla//xla/client:xla_builder",
],
alwayslink = 1,
)
cc_library(
name = "xla_tpu_backend_registration",
srcs = ["xla_tpu_backend.cc"],
visibility = ["//visibility:public"],
deps = [
":xla_op_registry",
"//tensorflow/core/tpu:tpu_defs",
"//tensorflow/core/tpu:tpu_node_device_util",
],
alwayslink = 1,
)
cc_library(
name = "xla_context",
srcs = [
"xla_context.cc",
],
hdrs = [
"xla_context.h",
],
deps = [
":common",
":xla_expression",
":xla_helpers",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core/common_runtime:core_cpu_internal",
"@com_google_absl//absl/types:span",
"@local_xla//xla:literal",
"@local_xla//xla:shape_util",
"@local_xla//xla:status_macros",
"@local_xla//xla:statusor",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:client_library",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/client:xla_computation",
],
alwayslink = 1,
)
cc_library(
name = "xla_op_registry",
srcs = [
"xla_op_registry.cc",
],
hdrs = [
"xla_op_registry.h",
],
visibility = [":friends"],
deps = [
":common",
":xla_context",
"//tensorflow/compiler/jit:flags",
"//tensorflow/compiler/jit:xla_cluster_util",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:session_options",
"//tensorflow/core/common_runtime:core_cpu_internal",
"//tensorflow/core/common_runtime/next_pluggable_device:next_pluggable_device_factory_hdrs",
"//tensorflow/core/platform:stream_executor_no_cuda",
"//tensorflow/core/tfrt/common:pjrt_util",
"@local_xla//xla/client:client_library",
],
alwayslink = 1,
)
cc_library(
name = "xla_expression",
srcs = [
"xla_expression.cc",
],
hdrs = [
"xla_expression.h",
],
deps = [
":common",
":xla_resource",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/types:optional",
"@local_xla//xla:statusor",
"@local_xla//xla/client",
"@local_xla//xla/client:value_inference",
"@local_xla//xla/client:xla_builder",
],
alwayslink = 1,
)
cc_library(
name = "xla_resource",
srcs = [
"xla_resource.cc",
],
hdrs = [
"xla_resource.h",
],
deps = [
":common",
":sharding_util",
":xla_helpers",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:xla_builder",
],
alwayslink = 1,
)
cc_library(
name = "xla_helpers",
srcs = [
"xla_helpers.cc",
],
hdrs = [
"xla_helpers.h",
],
visibility = [":friends"],
deps = [
":common",
":host_compute_metadata_proto_cc",
"//tensorflow/compiler/tf2xla/lib:util",
"//tensorflow/core:core_cpu_base",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"@com_google_absl//absl/synchronization",
"@com_google_absl//absl/types:optional",
"@com_google_absl//absl/types:span",
"@local_xla//xla:executable_run_options",
"@local_xla//xla:types",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/client:xla_computation",
"@local_xla//xla/client/lib:arithmetic",
"@local_xla//xla/client/lib:constants",
"@local_xla//xla/hlo/ir:hlo",
"@local_xla//xla/service:computation_placer_hdr",
"@local_xla//xla/service/gpu:gpu_executable_run_options",
"@local_xla//xla/service/gpu/runtime:nccl_clique_key",
"@local_xla//xla/stream_executor",
"@local_xla//xla/translate/mhlo_to_hlo:layout_util",
],
alwayslink = 1,
)
cc_library(
name = "xla_argument",
srcs = [
"xla_argument.cc",
],
hdrs = [
"xla_argument.h",
],
deps = [
":host_compute_metadata_proto_cc",
":xla_resource",
"//tensorflow/core:framework",
"@com_google_absl//absl/types:optional",
"@com_google_absl//absl/types:span",
"@llvm-project//llvm:Support",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/hlo/ir:hlo",
],
alwayslink = 1,
)
cc_library(
name = "layout_util",
srcs = [
"layout_util.cc",
],
hdrs = [
"layout_util.h",
],
visibility = [":friends"],
deps = [
":common",
":xla_argument",
":xla_helpers",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@local_xla//xla:shape_util",
"@local_xla//xla:statusor",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/hlo/ir:hlo",
],
alwayslink = 1,
)
cc_library(
name = "common",
srcs = [
"literal_util.cc",
"shape_util.cc",
"type_util.cc",
],
hdrs = [
"literal_util.h",
"shape_util.h",
"type_util.h",
],
visibility = [":friends"],
deps = [
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/status",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:span",
"@local_tsl//tsl/platform:status",
"@local_xla//xla:literal",
"@local_xla//xla:shape_util",
"@local_xla//xla:xla_data_proto_cc",
],
)
tf_cc_test(
name = "type_util_test",
srcs = ["type_util_test.cc"],
deps = [
":common",
"//tensorflow/core:framework_types_hdr",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"@com_google_absl//absl/status:statusor",
],
)
cc_library(
name = "frontend_attributes_util",
srcs = ["frontend_attributes_util.cc"],
hdrs = ["frontend_attributes_util.h"],
visibility = ["//visibility:public"],
deps = [
":tf2xla_defs",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/types:optional",
"@local_xla//xla:statusor",
"@local_xla//xla:xla_data_proto_cc",
],
)
cc_library(
name = "sharding_util",
srcs = ["sharding_util.cc"],
hdrs = ["sharding_util.h"],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/compiler/mlir/tensorflow:xla_sharding_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/strings",
"@local_xla//xla:status_macros",
"@local_xla//xla/client:sharding_builder",
],
)
tf_cc_test(
name = "sharding_util_test",
srcs = ["sharding_util_test.cc"],
deps = [
":sharding_util",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
# Internal targets below this point.
cc_library(
name = "tf2xla_defs",
hdrs = ["tf2xla_defs.h"],
visibility = [":friends"],
deps = [
"@com_google_absl//absl/strings",
],
)
cc_library(
name = "tf2xla_util",
srcs = ["tf2xla_util.cc"],
hdrs = ["tf2xla_util.h"],
visibility = [":friends"],
deps = [
":sharding_util",
":tf2xla_defs",
":tf2xla_proto_cc",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
"@local_xla//xla:status_macros",
"@local_xla//xla:xla_data_proto_cc",
],
)
tf_cc_test(
name = "tf2xla_util_test",
srcs = ["tf2xla_util_test.cc"],
deps = [
":sharding_util",
":tf2xla_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:function_ops",
"//tensorflow/cc:functional_ops",
"//tensorflow/cc:ops",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:math_ops_op_lib",
"//tensorflow/core:ops",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"@com_google_absl//absl/strings",
],
)
tf_cc_test(
name = "tf2xla_test",
srcs = ["tf2xla_test.cc"],
tags = ["no_cuda_on_cpu_tap"],
deps = [
":tf2xla",
":tf2xla_proto_cc",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"@local_tsl//tsl/platform:tensor_float_32_hdr_lib",
"@local_xla//xla:literal",
"@local_xla//xla:literal_util",
"@local_xla//xla:statusor",
"@local_xla//xla/client:client_library",
"@local_xla//xla/client:local_client",
"@local_xla//xla/client:xla_computation",
"@local_xla//xla/service:cpu_plugin",
] + if_static(["@local_tsl//tsl/platform:tensor_float_32_utils"]),
)
tf_cc_test(
name = "xla_jit_compiled_cpu_function_test",
srcs = ["xla_jit_compiled_cpu_function_test.cc"],
deps = [
":tf2xla_proto_cc",
":xla_jit_compiled_cpu_function",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@local_xla//xla:shape_util",
"@local_xla//xla:status_macros",
"@local_xla//xla:statusor",
"@local_xla//xla:test",
"@local_xla//xla:xla_data_proto_cc",
"@local_xla//xla/client:local_client",
"@local_xla//xla/service:compiler",
"@local_xla//xla/service:platform_util",
"@local_xla//xla/stream_executor:platform",
"@local_xla//xla/stream_executor:platform_manager",
],
)
tf_cc_test(
name = "xla_compiler_test",
srcs = [
"xla_compiler_test.cc",
"xla_expression_test.cc",
],
tags = ["no_cuda_on_cpu_tap"],
deps = [
":common",
":layout_util",
":side_effect_util",
":xla_argument",
":xla_compiler",
":xla_expression",
":xla_resource",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:function_ops",
"//tensorflow/cc:functional_ops",
"//tensorflow/cc:ops",
"//tensorflow/cc:resource_variable_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"//tensorflow/core/framework:tensor_testutil",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@local_tsl//tsl/platform:statusor",
"@local_xla//xla:literal",
"@local_xla//xla:shape_util",
"@local_xla//xla:status_macros",
"@local_xla//xla/client:client_library",
"@local_xla//xla/client:local_client",
"@local_xla//xla/client:xla_builder",
"@local_xla//xla/service:cpu_plugin",
"@local_xla//xla/service:hlo_proto_cc",
"@local_xla//xla/service:hlo_proto_util",
"@local_xla//xla/tests:literal_test_util",
],