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BUILD
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load("//tensorflow/core/platform:rules_cc.bzl", "cc_library")
load("//tensorflow:tensorflow.bzl", "if_libtpu", "if_with_tpu_support", "tf_cc_test", "tf_copts")
load("//tensorflow/compiler/xla/stream_executor:build_defs.bzl", "if_cuda_or_rocm")
load("//tensorflow:tensorflow.default.bzl", "cc_header_only_library", "filegroup", "tf_custom_op_py_library", "tf_jit_compilation_passes_extra_deps")
load("//tensorflow/core/platform:build_config.bzl", "tf_additional_all_protos", "tf_proto_library")
load(
"//tensorflow/core/platform:build_config_root.bzl",
"if_static",
"tf_cuda_tests_tags",
)
package(
default_visibility = [
":internal",
"//third_party/cloud_tpu/inference_converter:__pkg__",
],
licenses = ["notice"],
)
package_group(
name = "internal",
includes = [
"//tensorflow/compiler/tf2xla:internal",
],
packages = [
"//tensorflow/c/...",
"//tensorflow/compiler/tests/...",
"//tensorflow/python/...",
],
)
package_group(
name = "friends",
includes = [
"//tensorflow/compiler/tf2xla:friends",
],
)
# defs.cc/h only contains string constants, and can be included in mobile
# builds.
filegroup(
name = "mobile_srcs_no_runtime",
srcs = [
"defs.cc",
"defs.h",
],
visibility = [":friends"],
)
# Target that bundles up the XLA CPU and GPU JIT devices.
cc_library(
name = "jit",
visibility = [
":friends",
"//learning/tfx:__subpackages__",
],
deps = [
":xla_cpu_device",
":xla_cpu_jit",
"//tensorflow/compiler/plugin",
] + if_cuda_or_rocm([
":xla_gpu_device",
":xla_gpu_jit",
]) + if_with_tpu_support([
":xla_tpu_device",
":xla_tpu_jit",
]),
alwayslink = 1,
)
cc_library(
name = "xla_cpu_jit",
visibility = ["//visibility:public"],
deps = [
":jit_compilation_passes",
":xla_kernel_creator", # buildcleaner: keep
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_dummy_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
] + if_libtpu(
if_false = ["//tensorflow/compiler/xla/service:cpu_plugin"],
if_true = [],
),
alwayslink = 1,
)
cc_library(
name = "xla_gpu_jit",
visibility = ["//visibility:public"],
deps = if_cuda_or_rocm([
":jit_compilation_passes",
":xla_kernel_creator", # buildcleaner: keep
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_dummy_ops",
"//tensorflow/compiler/xla/service:gpu_plugin",
]),
alwayslink = 1,
)
cc_library(
name = "xla_tpu_jit",
visibility = ["//visibility:public"],
deps = if_libtpu([
"//tensorflow/core/tpu/graph_rewrite:tpu_rewrite_pass_registration",
"//tensorflow/core/tpu/graph_rewrite:configure_tpu_embedding_rewrite_registration",
"//tensorflow/compiler/xla/stream_executor/tpu:tpu_transfer_manager",
]),
alwayslink = 1,
)
cc_library(
name = "xla_cpu_device",
srcs = ["xla_cpu_device.cc"],
visibility = [":friends"],
deps = [
":common",
":flags",
":jit_compilation_passes",
":xla_device",
":xla_kernel_creator", # buildcleaner: keep
"@com_google_absl//absl/memory",
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla:layout_util",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:lib",
] + if_libtpu(
if_false = [
"//tensorflow/compiler/xla/service:cpu_plugin", # buildcleaner: keep
],
if_true = [],
),
alwayslink = 1,
)
cc_library(
name = "xla_gpu_device",
srcs = ["xla_gpu_device.cc"],
visibility = [":friends"],
deps = [
":common",
":flags",
":jit_compilation_passes",
":xla_device",
":xla_kernel_creator", # buildcleaner: keep
":xla_device_no_jit_rewrite_registration",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla:layout_util",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:lib",
"//tensorflow/core/common_runtime/gpu:gpu_init",
] + if_libtpu(
if_false = [
"//tensorflow/compiler/xla/service:gpu_plugin", # buildcleaner: keep
],
if_true = [],
),
alwayslink = 1,
)
cc_library(
name = "xla_tpu_device",
srcs = ["xla_tpu_device.cc"],
hdrs = ["xla_tpu_device.h"],
visibility = [":friends"],
deps = [
":xla_device",
":xla_kernel_creator", # buildcleaner: keep
"@com_google_absl//absl/types:optional",
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/tf2xla:layout_util",
"//tensorflow/compiler/tf2xla:tf2xla_util",
"//tensorflow/compiler/tf2xla:xla_helpers",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib_proto_parsing",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:session_options",
"//tensorflow/core/common_runtime:device",
"//tensorflow/core/common_runtime:device_factory",
"//tensorflow/core/common_runtime:dma_helper",
"//tensorflow/core/platform:status",
"//tensorflow/core/tpu:tpu_api",
"//tensorflow/core/tpu:tpu_defs",
"//tensorflow/core/tpu:tpu_node_device_util",
"//tensorflow/core/tpu:virtual_device",
"//tensorflow/compiler/xla/stream_executor/tpu:c_api_conversions",
"//tensorflow/compiler/xla/stream_executor/tpu:status_helper",
"//tensorflow/compiler/xla/stream_executor/tpu:tpu_executor_base",
"//tensorflow/compiler/xla/stream_executor/tpu:tpu_node_context",
"//tensorflow/compiler/xla/stream_executor/tpu:tpu_platform_interface",
"//tensorflow/compiler/xla/stream_executor/tpu:tpu_stream_interface",
] + if_static([
"//tensorflow/core/common_runtime:copy_tensor",
":jit_compilation_passes",
]),
alwayslink = 1,
)
cc_library(
name = "xla_tensor",
srcs = ["xla_tensor.cc"],
hdrs = ["xla_tensor.h"],
visibility = [":friends"],
deps = [
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/xla:shape_util",
"//tensorflow/compiler/xla/client:local_client",
"//tensorflow/compiler/xla/service:shaped_buffer",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"@com_google_absl//absl/memory",
],
)
XLA_DEVICE_DEPS = [
":common",
":xla_launch_util",
":xla_tensor",
"@com_google_absl//absl/base",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/synchronization",
"@com_google_absl//absl/types:optional",
"//tensorflow/compiler/jit/ops:xla_ops",
"//tensorflow/compiler/tf2xla:layout_util",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/tf2xla:tf2xla_util",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/compiler/tf2xla/kernels:xla_dummy_ops",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/compiler/xla:util",
"//tensorflow/compiler/xla/client:client_library",
"//tensorflow/compiler/xla/client:global_data",
"//tensorflow/compiler/xla/client:local_client",
"//tensorflow/compiler/xla/service:stream_pool",
"//tensorflow/compiler/xla/service/gpu:gpu_executable_run_options",
"//tensorflow/core:array_ops_op_lib",
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:dataset_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:functional_ops_op_lib",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//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:resource_variable_ops_op_lib",
"//tensorflow/core:sendrecv_ops_op_lib",
"//tensorflow/core:state_ops_op_lib",
"//tensorflow/core/platform:stream_executor_no_cuda",
"//tensorflow/core/kernels:constant_op",
"//tensorflow/core/kernels:fifo_queue",
"//tensorflow/core/kernels:function_ops",
"//tensorflow/core/kernels:identity_op",
"//tensorflow/core/kernels:resource_variable_ops",
"//tensorflow/core/kernels:shape_ops",
"//tensorflow/core/kernels:variable_ops",
"//tensorflow/core/kernels/data:finalize_dataset_op",
"//tensorflow/core/kernels/data:generator_dataset_op",
"//tensorflow/core/kernels/data:iterator_ops",
"//tensorflow/core/kernels/data:optional_ops",
"//tensorflow/core/kernels/data:prefetch_dataset_op",
"//tensorflow/core/kernels/data:options_dataset_op",
"//tensorflow/core/profiler/lib:traceme",
"//tensorflow/compiler/xla/stream_executor:tf_allocator_adapter",
"//tensorflow/compiler/xla/stream_executor/platform",
]
cc_library(
name = "xla_device_no_jit_rewrite_registration",
srcs = [
"xla_compile_on_demand_op.cc",
"xla_device.cc",
"xla_device_context.cc",
"xla_device_ops.cc",
"xla_ops_on_regular_devices.cc",
"xla_platform_info.cc",
],
hdrs = [
"xla_compile_on_demand_op.h",
"xla_device.h",
"xla_device_context.h",
"xla_device_ops.h",
"xla_platform_info.h",
],
# Public visibility is needed for external TF/XLA backends.
visibility = ["//visibility:public"],
deps = XLA_DEVICE_DEPS + [
":flags_headers",
":xla_compilation_cache",
"//tensorflow/core/tpu:tpu_defs",
],
alwayslink = 1,
)
cc_library(
name = "xla_device",
hdrs = [
"xla_compile_on_demand_op.h",
"xla_device.h",
"xla_device_context.h",
"xla_device_ops.h",
],
# Public visibility is needed for external TF/XLA backends.
visibility = ["//visibility:public"],
deps = XLA_DEVICE_DEPS + [
":jit_compilation_passes",
":xla_device_no_jit_rewrite_registration",
],
)
cc_library(
name = "shape_inference_helpers",
srcs = ["shape_inference_helpers.cc"],
hdrs = ["shape_inference_helpers.h"],
visibility = [":friends"],
deps = select({
"//tensorflow:android": [
"//tensorflow/core:portable_tensorflow_lib",
],
"//conditions:default": [
"//tensorflow/core:graph",
],
}),
)
cc_library(
name = "flags",
srcs = ["flags.cc"],
hdrs = ["flags.h"],
visibility = [":friends"],
deps = [
"//tensorflow/compiler/mlir/tensorflow:dump_graph",
"//tensorflow/compiler/xla:parse_flags_from_env",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/base",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
# Header-only version of "flags" library, for linking from the shared object
# without ODR violations.
cc_library(
name = "flags_headers",
hdrs = ["flags.h"],
visibility = [":friends"],
deps = [
"//tensorflow/compiler/mlir/tensorflow:dump_graph",
"//tensorflow/compiler/xla:parse_flags_from_env",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core/protobuf:for_core_protos_cc",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
cc_header_only_library(
name = "flags_headers_only",
features = [
"-parse_headers", # buildifier: disable=no-parse-headers
],
deps = [":flags_headers"],
)
cc_library(
name = "common",
srcs = [
"defs.cc",
],
hdrs = [
"defs.h",
],
visibility = [":friends"],
)
# Internal targets below this point.
cc_library(
name = "xla_launch_util",
srcs = ["xla_launch_util.cc"],
hdrs = ["xla_launch_util.h"],
visibility = [
":internal",
# We reuse VariableInfo in TFRT's implementation of TpuExecuteOp.
"//learning/brain/tfrt/tf_tpu:__pkg__",
"//learning/brain/tfrt/tpu_common:__pkg__",
],
deps = [
":common",
":xla_compilation_cache",
":xla_tensor",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/xla:shape_util",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/compiler/xla/client:client_library",
"//tensorflow/compiler/xla/client:local_client",
"//tensorflow/compiler/xla/service:shaped_buffer",
"//tensorflow/compiler/xla/stream_executor:device_memory_allocator",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:gpu_runtime",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/algorithm:container",
"@com_google_absl//absl/cleanup",
"@com_google_absl//absl/memory",
],
)
cc_library(
name = "xla_compile_util",
srcs = ["xla_compile_util.cc"],
hdrs = ["xla_compile_util.h"],
visibility = [
":internal",
],
deps = [
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/core:framework",
],
)
tf_cc_test(
name = "xla_compile_util_test",
srcs = [
"xla_compile_util_test.cc",
],
deps = [
":xla_compile_util",
"//tensorflow/core:test_main",
"//tensorflow/core/framework:fake_input",
"//tensorflow/core/kernels:identity_op",
"//tensorflow/core/kernels:ops_testutil",
"@com_google_googletest//:gtest_main",
],
)
tf_proto_library(
name = "xla_compilation_cache_proto",
srcs = ["xla_compilation_cache.proto"],
cc_api_version = 2,
protodeps = tf_additional_all_protos() + ["//tensorflow/compiler/xla/service:hlo_proto"],
visibility = ["//visibility:public"],
)
cc_library(
name = "xla_compilation_cache",
srcs = ["xla_compilation_cache.cc"],
hdrs = ["xla_compilation_cache.h"],
copts = tf_copts(),
deps = [
":flags",
":xla_activity_listener",
":xla_activity_proto_cc",
":xla_cluster_util",
":xla_compilation_cache_proto_cc",
":xla_compile_util",
"//tensorflow/compiler/mlir:array_container_utils",
"//tensorflow/compiler/mlir/tensorflow:compile_mlir_util_no_tf_dialect_passes",
"//tensorflow/compiler/mlir/tf2xla:mlir_bridge_rollout_policy",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_context",
"//tensorflow/compiler/xla:protobuf_util",
"//tensorflow/compiler/xla:status_macros",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/compiler/xla:util",
"//tensorflow/compiler/xla/client:client_library",
"//tensorflow/compiler/xla/client:local_client",
"//tensorflow/compiler/xla/service:compiler",
"//tensorflow/compiler/xla/service:hlo_proto_cc",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:logging",
"//tensorflow/core/tpu:tpu_defs",
"@com_google_absl//absl/base",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/container:inlined_vector",
"@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",
],
)
tf_cc_test(
name = "xla_compilation_cache_test",
srcs = [
"xla_compilation_cache_test.cc",
],
deps = [
":flags",
":xla_compilation_cache",
":xla_cpu_jit",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/xla/client:client_library",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_cc_test(
name = "xla_compilation_cache_disable_test",
srcs = [
"xla_compilation_cache_disable_test.cc",
],
deps = [
":flags",
":xla_compilation_cache",
":xla_cpu_jit",
"//tensorflow/compiler/tf2xla:common",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/xla/client:client_library",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
cc_library(
name = "jit_compilation_passes",
srcs = ["jit_compilation_pass_registration.cc"],
deps = [
":compilation_passes",
":xla_activity_logging_listener",
"//tensorflow/compiler/tf2xla:functionalize_control_flow_pass_registration",
"//tensorflow/compiler/tf2xla:mlir_bridge_pass_registration",
"//tensorflow/core:core_cpu_internal",
] + tf_jit_compilation_passes_extra_deps(),
alwayslink = 1,
)
cc_library(
name = "get_compiler_ir",
srcs = ["get_compiler_ir.cc"],
hdrs = ["get_compiler_ir.h"],
visibility = [":internal"],
deps = [
":common",
":compilability_check_util",
":flags",
":xla_device_no_jit_rewrite_registration",
":xla_launch_util",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/xla/client:executable_build_options",
"//tensorflow/compiler/xla/client:local_client",
"//tensorflow/compiler/xla/service:hlo_graph_dumper",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core/common_runtime:core_cpu_internal",
"//tensorflow/core/common_runtime/eager:tensor_handle",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
"@com_google_absl//absl/types:span",
],
alwayslink = 1,
)
# Header-only version of "flags" library, for linking from the shared object
# without ODR violations.
cc_library(
name = "get_compiler_ir_hdrs",
textual_hdrs = ["get_compiler_ir.h"],
visibility = [":internal"],
deps = [
"//tensorflow/compiler/xla:statusor",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
"@com_google_absl//absl/types:span",
],
)
cc_header_only_library(
name = "get_compiler_ir_hdrs_only",
features = [
"-parse_headers", # buildifier: disable=no-parse-headers
],
deps = [":get_compiler_ir_hdrs"],
)
# This target can be used by XLA device plugins to prevent circular dependencies, and provides access to all of the required headers for building a device library.
cc_header_only_library(
name = "xla_jit_headers_lib",
visibility = ["//visibility:public"],
deps = [
":xla_cpu_device",
":xla_cpu_jit",
":xla_gpu_device",
":xla_gpu_jit",
],
)
cc_library(
name = "xla_kernel_creator",
srcs = [
"xla_kernel_creator.cc",
"xla_kernel_creator.h",
],
visibility = [
":internal",
"//tensorflow/core/common_runtime/eager:__pkg__",
],
deps = [
":common",
":compilability_check_util",
":compilation_passes",
":flags",
":jit_compilation_passes",
"//tensorflow/compiler/jit/kernels:xla_ops_no_jit_rewrite_registration",
"//tensorflow/compiler/tf2xla:mlir_bridge_pass",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
],
alwayslink = 1,
)
tf_cc_test(
name = "xla_kernel_creator_test",
srcs = [
"xla_kernel_creator.h",
"xla_kernel_creator_test.cc",
],
deps = [
":xla_kernel_creator",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:session_options",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"@com_google_absl//absl/memory",
],
)
cc_library(
name = "resource_operation_safety_analysis",
srcs = ["resource_operation_safety_analysis.cc"],
hdrs = ["resource_operation_safety_analysis.h"],
deps = [
":xla_cluster_util",
"//tensorflow/compiler/tf2xla:resource_operation_table",
"//tensorflow/compiler/xla/service/graphcycles",
"//tensorflow/core:framework",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/container:flat_hash_set",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
tf_cc_test(
name = "resource_operation_safety_analysis_test",
srcs = ["resource_operation_safety_analysis_test.cc"],
deps = [
":common",
":resource_operation_safety_analysis",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:cc_ops_internal",
"//tensorflow/cc:function_ops",
"//tensorflow/cc:functional_ops",
"//tensorflow/cc:ops",
"//tensorflow/cc:resource_variable_ops",
"//tensorflow/cc:sendrecv_ops",
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"@com_google_absl//absl/strings",
],
)
cc_library(
name = "shape_inference",
srcs = ["shape_inference.cc"],
hdrs = ["shape_inference.h"],
visibility = [":friends"],
deps = [
":shape_inference_helpers",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "test_util",
testonly = 1,
srcs = ["test_util.cc"],
hdrs = ["test_util.h"],
deps = [
":shape_inference",
"//tensorflow/compiler/xla:status_macros",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
tf_cc_test(
name = "shape_inference_test",
srcs = ["shape_inference_test.cc"],
deps = [
":shape_inference",
":test_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:cc_ops_internal",
"//tensorflow/cc:ops",
"//tensorflow/cc:resource_variable_ops",
"//tensorflow/core:framework",
"//tensorflow/core:ops",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core/kernels:constant_op",
],
)
cc_library(
name = "encapsulate_util",
srcs = ["encapsulate_util.cc"],
hdrs = ["encapsulate_util.h"],
deps = [
":shape_inference",
"//tensorflow/compiler/tf2xla:tf2xla_util",
"//tensorflow/compiler/xla/stream_executor/lib",
"//tensorflow/core:framework",
"//tensorflow/core:graph",
"//tensorflow/core:protos_all_cc",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/container:flat_hash_set",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
tf_cc_test(
name = "encapsulate_util_test",
srcs = ["encapsulate_util_test.cc"],
deps = [
":encapsulate_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:scope",
"//tensorflow/core:framework",
"//tensorflow/core:ops",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
cc_library(
name = "compilation_passes",
srcs = [
"build_xla_ops_pass.cc",
"clone_constants_for_better_clustering.cc",
"cluster_scoping_pass.cc",
"deadness_analysis.cc",
"deadness_analysis_internal.h",
"encapsulate_subgraphs_pass.cc",
"encapsulate_xla_computations_pass.cc",
"extract_outside_compilation_pass.cc",
"force_xla_constants_on_host_pass.cc",
"increase_dynamism_for_auto_jit_pass.cc",
"introduce_floating_point_jitter_pass.cc",
"mark_for_compilation_pass.cc",
"mark_for_compilation_pass_test_helper.cc",
"partially_decluster_pass.cc",
"report_clustering_info_pass.cc",
],
hdrs = [
"build_xla_ops_pass.h",
"clone_constants_for_better_clustering.h",
"cluster_scoping_pass.h",
"deadness_analysis.h",
"encapsulate_subgraphs_pass.h",
"encapsulate_xla_computations_pass.h",
"extract_outside_compilation_pass.h",
"force_xla_constants_on_host_pass.h",
"increase_dynamism_for_auto_jit_pass.h",
"introduce_floating_point_jitter_pass.h",
"mark_for_compilation_pass.h",
"mark_for_compilation_pass_test_helper.h",
"partially_decluster_pass.h",
"report_clustering_info_pass.h",
],
visibility = [
":internal",
"//tensorflow/core/tfrt/utils:__pkg__",
"//third_party/cloud_tpu/inference_converter:__pkg__",
],
deps = [
"compilability_check_util",
":common",
":device_util",
":encapsulate_util",
":flags",
":resource_operation_safety_analysis",
":shape_inference_helpers",
":xla_activity_listener",
":xla_cluster_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:functional_ops",
"//tensorflow/cc:ops",
"//tensorflow/cc:scope",
"//tensorflow/cc:scope_internal",
"//tensorflow/compiler/jit/ops:xla_ops",
"//tensorflow/compiler/tf2xla:resource_operation_table",
"//tensorflow/compiler/tf2xla:side_effect_util",
"//tensorflow/compiler/tf2xla:tf2xla_util",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/compiler/tf2xla/cc:xla_jit_ops",
"//tensorflow/compiler/tf2xla/cc:xla_ops",
"//tensorflow/compiler/xla:status_macros",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/compiler/xla:union_find",
"//tensorflow/compiler/xla:util",
"//tensorflow/compiler/xla:xla_data_proto_cc",
"//tensorflow/compiler/xla/service/graphcycles",
"//tensorflow/compiler/xla/stream_executor/lib",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/framework:bounds_check",
"@com_google_absl//absl/algorithm:container",
"@com_google_absl//absl/base",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/container:flat_hash_set",
"@com_google_absl//absl/container:inlined_vector",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
cc_library(
name = "xla_cluster_util",
srcs = ["xla_cluster_util.cc"],
hdrs = ["xla_cluster_util.h"],
deps = [
":flags",
":xla_activity_proto_cc",
"//tensorflow/compiler/xla:status_macros",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/compiler/xla/service/graphcycles",
"//tensorflow/compiler/xla/stream_executor/lib",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/framework:bounds_check",
"@com_google_absl//absl/algorithm:container",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/container:flat_hash_set",
"@com_google_absl//absl/container:inlined_vector",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:optional",
],
)
cc_library(
name = "device_util",
srcs = ["device_util.cc"],
hdrs = ["device_util.h"],
deps = [
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla:xla_op_registry",
"//tensorflow/compiler/xla:status_macros",
"//tensorflow/compiler/xla:statusor",
"//tensorflow/core:framework",
"@com_google_absl//absl/algorithm:container",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/container:flat_hash_set",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/types:span",
],
)
tf_cc_test(
name = "device_util_test",
srcs = ["device_util_test.cc"],
deps = [
":device_util",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "deadness_analysis_test",
size = "small",
srcs = [
"deadness_analysis_internal.h",
"deadness_analysis_test.cc",
],
deps = [
":common",
":compilation_passes",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:cc_ops_internal",
"//tensorflow/cc:function_ops",
"//tensorflow/cc:ops",
"//tensorflow/cc:sendrecv_ops",
"//tensorflow/compiler/jit/kernels:xla_ops",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/tf2xla/kernels:xla_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:graph",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"@com_google_absl//absl/container:flat_hash_map",
],
)
cc_library(
name = "compilation_passes_test_main",
testonly = True,
srcs = ["compilation_passes_test_main.cc"],
visibility = ["//visibility:public"],
deps = [
":flags",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"@com_google_absl//absl/strings",
],
)
tf_cc_test(
name = "compilation_passes_test",
size = "small",
srcs = [
"build_xla_ops_pass_test.cc",
"clone_constants_for_better_clustering_test.cc",
"cluster_scoping_pass_test.cc",
"encapsulate_subgraphs_pass_test.cc",
"encapsulate_xla_computations_pass_test.cc",
"extract_outside_compilation_pass_test.cc",
"force_xla_constants_on_host_pass_test.cc",
"increase_dynamism_for_auto_jit_pass_test.cc",