The same approximation is used by the XLA compiler. PiperOrigin-RevId: 316844625 Change-Id: I1a909bd063509491a6a58ae0acc3bfb919cb34d5
988 lines
28 KiB
Python
988 lines
28 KiB
Python
load("//third_party/mlir:tblgen.bzl", "gentbl")
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load("//tensorflow:tensorflow.bzl", "tf_cc_binary", "tf_cc_test", "tf_native_cc_binary")
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package(
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default_visibility = [":friends"],
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licenses = ["notice"], # Apache 2.0
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)
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package_group(
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name = "friends",
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includes = ["//third_party/mlir:subpackages"],
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packages = [
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"//babelfish/device/...",
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"//learning/brain/experimental/dtensor/...",
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"//learning/brain/experimental/mlir/...",
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"//learning/brain/google/xla/kernels/...",
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"//learning/brain/google/xla/mlir/...",
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"//learning/brain/swift/swift_mlir/...",
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"//learning/pathways/data_parallel/tf2xla/...",
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"//platforms/xla/...",
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"//tensorflow/compiler/mlir/...",
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"//tensorflow/compiler/tf2xla/...",
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"//tensorflow/compiler/xla/...",
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"//third_party/iree/...",
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"//third_party/mlir_edge/...",
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],
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)
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exports_files(["ir/hlo_ops.td"])
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exports_files(["ir/lhlo_ops.td"])
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filegroup(
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name = "hlo_ops_td_files",
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srcs = [
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"ir/chlo_ops.td",
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"ir/hlo_ops.td",
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"ir/hlo_ops_base.td",
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"ir/hlo_utils.td",
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"ir/infer_fusibility_op_interface.td",
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"ir/lhlo_ops.td",
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"@llvm-project//mlir:OpBaseTdFiles",
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"@llvm-project//mlir:include/mlir/Interfaces/InferTypeOpInterface.td",
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"@llvm-project//mlir:include/mlir/Interfaces/SideEffectInterfaces.td",
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"@llvm-project//mlir:include/mlir/Interfaces/ViewLikeInterface.td",
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],
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)
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gentbl(
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name = "chlo_ops_inc_gen",
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tbl_outs = [
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("-gen-op-decls", "ir/chlo_ops.h.inc"),
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("-gen-op-defs", "ir/chlo_ops.cc.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "ir/chlo_ops.td",
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td_srcs = [":hlo_ops_td_files"],
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)
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gentbl(
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name = "hlo_ops_inc_gen",
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tbl_outs = [
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("-gen-op-decls", "ir/hlo_ops.h.inc"),
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("-gen-op-defs", "ir/hlo_ops.cc.inc"),
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("-gen-struct-attr-decls", "ir/hlo_structs.h.inc"),
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("-gen-struct-attr-defs", "ir/hlo_structs.cc.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "ir/hlo_ops.td",
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td_includes = ["ir/hlo_utils.td"],
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td_srcs = [
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":hlo_ops_td_files",
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"@llvm-project//mlir:include/mlir/Interfaces/InferTypeOpInterface.td",
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],
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)
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gentbl(
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name = "hlo_ops_base_inc_gen",
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tbl_outs = [
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("-gen-op-decls", "ir/hlo_ops_base.h.inc"),
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("-gen-op-defs", "ir/hlo_ops_base.cc.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "ir/hlo_ops_base.td",
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td_srcs = [":hlo_ops_td_files"],
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)
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gentbl(
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name = "lhlo_ops_inc_gen",
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tbl_outs = [
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("-gen-op-decls", "ir/lhlo_ops.h.inc"),
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("-gen-op-defs", "ir/lhlo_ops.cc.inc"),
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("-gen-struct-attr-decls", "ir/lhlo_structs.h.inc"),
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("-gen-struct-attr-defs", "ir/lhlo_structs.cc.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "ir/lhlo_ops.td",
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td_srcs = [":hlo_ops_td_files"],
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)
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gentbl(
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name = "xla_legalize_tf_inc_gen",
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tbl_outs = [
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("-gen-rewriters", "transforms/generated_legalize_tf.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "transforms/legalize_tf_patterns.td",
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td_srcs = [
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":hlo_ops_td_files",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:StdOpsTdFiles",
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_ops_td_files",
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],
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)
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gentbl(
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name = "xla_canonicalize_inc_gen",
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tbl_outs = [
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("-gen-rewriters", "transforms/generated_canonicalize.inc"),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "transforms/canonicalize.td",
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td_srcs = [":hlo_ops_td_files"],
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)
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gentbl(
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name = "infer_fusibility_op_interface_gen",
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tbl_outs = [
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(
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"-gen-op-interface-decls",
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"ir/infer_fusibility_op_interface.h.inc",
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),
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(
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"-gen-op-interface-defs",
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"ir/infer_fusibility_op_interface.cc.inc",
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),
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],
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "ir/infer_fusibility_op_interface.td",
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td_srcs = [
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":hlo_ops_td_files",
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],
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)
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cc_library(
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name = "infer_fusibility_op_interface",
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srcs = [
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"ir/infer_fusibility_op_interface.cc",
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],
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hdrs = [
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"ir/infer_fusibility_op_interface.h",
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"ir/infer_fusibility_op_interface.h.inc",
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],
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deps = [
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":infer_fusibility_op_interface_gen",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Support",
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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 = "xla_legalize_tf",
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srcs = [
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"transforms/generated_legalize_tf.inc",
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"transforms/legalize_tf.cc",
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"transforms/legalize_tf_control_flow.cc",
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],
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deps = [
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":chlo_legalize_to_hlo",
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":convert_op_folder",
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":hlo",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/compiler/mlir/tensorflow:lower_tf_lib",
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"//tensorflow/compiler/xla:xla_data_proto_cc",
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"//tensorflow/compiler/xla/client:padding",
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"//tensorflow/compiler/xla/client:sharding_builder",
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"//tensorflow/core:framework",
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"//tensorflow/core/kernels:conv_grad_shape_utils",
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"//tensorflow/core/lib/bfloat16",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:Analysis",
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"@llvm-project//mlir:Dialect",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:Shape",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Support",
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"@llvm-project//mlir:Transforms",
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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 = "xla_legalize_tf_with_tf2xla",
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srcs = ["transforms/legalize_tf_with_tf2xla.cc"],
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deps = [
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":hlo",
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":mlir_hlo_builder",
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"//tensorflow/compiler/mlir:op_or_arg_name_mapper",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/compiler/mlir/tensorflow:convert_tensor",
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"//tensorflow/compiler/mlir/tensorflow:convert_type",
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"//tensorflow/compiler/mlir/tensorflow:export_tf_dialect_op",
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"//tensorflow/compiler/mlir/tensorflow:lower_tf_lib",
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_ops_inc_gen",
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"//tensorflow/compiler/mlir/tensorflow:translate_utils",
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"//tensorflow/compiler/tf2xla:xla_compiler",
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"//tensorflow/compiler/xla/client:xla_builder",
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"//tensorflow/core:core_cpu_lib",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core:lib_internal",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core:session_options",
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"//tensorflow/stream_executor:timer",
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"//tensorflow/stream_executor/lib",
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"@com_google_absl//absl/container:inlined_vector",
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"@com_google_absl//absl/memory",
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"@com_google_absl//absl/strings",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Support",
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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 = "xla_sink_constants_to_control_flow",
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srcs = ["transforms/sink_constants_to_control_flow.cc"],
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deps = [
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":hlo",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/compiler/mlir/tensorflow:lower_tf_lib",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:Support",
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"@llvm-project//mlir:Transforms",
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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 = "map_xla_to_scalar_op",
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hdrs = ["transforms/map_xla_to_scalar_op.h"],
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deps = [
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":hlo",
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":lhlo",
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":map_hlo_to_lhlo_op",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:StandardOps",
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],
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)
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cc_library(
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name = "map_hlo_to_lhlo_op",
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hdrs = ["transforms/map_hlo_to_lhlo_op.h"],
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deps = [
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":hlo",
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":lhlo",
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],
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)
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cc_library(
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name = "lhlo_legalize_to_affine",
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srcs = ["transforms/lhlo_legalize_to_affine.cc"],
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deps = [
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":hlo",
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":lhlo",
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":map_xla_to_scalar_op",
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"//tensorflow/compiler/xla:status",
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"@com_google_absl//absl/memory",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:Affine",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:StandardOps",
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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 = "lhlo_legalize_to_parallel_loops",
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srcs = ["transforms/lhlo_legalize_to_parallel_loops.cc"],
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deps = [
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":lhlo",
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"@com_google_absl//absl/memory",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:LinalgOps",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:SCFDialect",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Transforms",
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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 = "lhlo_legalize_to_llvm",
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srcs = ["transforms/lhlo_legalize_to_llvm.cc"],
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deps = [
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":lhlo",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:LLVMDialect",
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"@llvm-project//mlir:LLVMTransforms",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Support",
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"@llvm-project//mlir:Transforms",
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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 = "xla_legalize_to_linalg",
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srcs = ["transforms/xla_legalize_to_linalg.cc"],
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deps = [
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":hlo",
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":lhlo",
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":map_xla_to_scalar_op",
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"@com_google_absl//absl/memory",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:LinalgOps",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Transforms",
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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 = "xla_transform_unranked_hlo",
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srcs = ["transforms/xla_transform_unranked_hlo.cc"],
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deps = [
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":hlo",
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"@com_google_absl//absl/memory",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:Shape",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Transforms",
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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 = "lhlo_legalize_to_gpu",
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srcs = ["transforms/lhlo_legalize_to_gpu.cc"],
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deps = [
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":hlo",
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":lhlo",
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":map_xla_to_scalar_op",
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"@com_google_absl//absl/memory",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:GPUDialect",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:LinalgOps",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:SCFDialect",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Transforms",
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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 = "lhlo_fuse_linalg",
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srcs = ["transforms/lhlo_fuse_linalg.cc"],
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deps = [
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":lhlo",
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"@com_google_absl//absl/memory",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:LinalgOps",
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"@llvm-project//mlir:LinalgTransforms",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:TransformUtils",
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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 = "lhlo_copy_removal",
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srcs = ["transforms/lhlo_copy_removal.cc"],
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deps = [
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":lhlo",
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"@com_google_absl//absl/memory",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:StandardOps",
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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 = "hlo_legalize_to_lhlo",
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srcs = ["transforms/hlo_legalize_to_lhlo.cc"],
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deps = [
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":hlo",
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":lhlo",
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|
":map_hlo_to_lhlo_op",
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|
"@com_google_absl//absl/memory",
|
|
"@llvm-project//mlir:IR",
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|
"@llvm-project//mlir:LinalgOps",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
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"@llvm-project//mlir:Transforms",
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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 = "cycle_detector",
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|
srcs = ["transforms/cycle_detector.cc"],
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|
hdrs = ["transforms/cycle_detector.h"],
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|
deps = [
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"@llvm-project//llvm:Support",
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],
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alwayslink = 1,
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)
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tf_cc_test(
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name = "cycle_detector_test",
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|
srcs = ["transforms/cycle_detector_test.cc"],
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|
deps = [
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":cycle_detector",
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|
"//tensorflow/compiler/xla:test",
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"//tensorflow/core:test_main",
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],
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)
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cc_library(
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|
name = "xla_hlo_fusion",
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|
srcs = ["transforms/xla_hlo_fusion.cc"],
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|
deps = [
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":cycle_detector",
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":hlo",
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|
"@llvm-project//llvm:Core",
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|
"@llvm-project//llvm:Support",
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|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
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"@llvm-project//mlir:TransformUtils",
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],
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alwayslink = 1,
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)
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gentbl(
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|
name = "xla_legalize_to_standard_inc_gen",
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|
tbl_outs = [
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("-gen-rewriters", "transforms/generated_legalize_to_standard.inc"),
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|
],
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|
tblgen = "@llvm-project//mlir:mlir-tblgen",
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|
td_file = "transforms/legalize_to_standard_patterns.td",
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|
td_srcs = [
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|
":hlo_ops_td_files",
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|
"@llvm-project//mlir:StdOpsTdFiles",
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|
],
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|
)
|
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|
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cc_library(
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|
name = "xla_legalize_control_flow",
|
|
srcs = ["transforms/legalize_control_flow.cc"],
|
|
deps = [
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":hlo",
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|
"@llvm-project//llvm:Support",
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|
"@llvm-project//mlir:Analysis",
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|
"@llvm-project//mlir:IR",
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|
"@llvm-project//mlir:Pass",
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|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_hlo_to_lhlo_with_xla",
|
|
srcs = ["transforms/xla_hlo_to_lhlo_with_xla.cc"],
|
|
hdrs = ["transforms/xla_hlo_to_lhlo_with_xla.h"],
|
|
deps = [
|
|
":hlo",
|
|
":hlo_utils",
|
|
":lhlo",
|
|
":mlir_hlo_to_hlo",
|
|
":xla_dialect_registration",
|
|
"//tensorflow/compiler/xla:statusor",
|
|
"//tensorflow/compiler/xla:util",
|
|
"//tensorflow/compiler/xla/service:buffer_assignment",
|
|
"//tensorflow/compiler/xla/service:hlo",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_legalize_to_standard",
|
|
srcs = ["transforms/legalize_to_standard.cc"],
|
|
deps = [
|
|
":hlo",
|
|
":xla_legalize_to_standard_inc_gen",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Analysis",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_legalize_tanh_to_approximation",
|
|
srcs = ["transforms/legalize_tanh_to_approximation.cc"],
|
|
hdrs = [
|
|
"transforms/passes.h",
|
|
"transforms/rewriters.h",
|
|
],
|
|
deps = [
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
gentbl(
|
|
name = "xla_lower_complex_inc_gen",
|
|
tbl_outs = [
|
|
("-gen-rewriters", "transforms/generated_lower_complex.inc"),
|
|
],
|
|
tblgen = "@llvm-project//mlir:mlir-tblgen",
|
|
td_file = "transforms/lower_complex_patterns.td",
|
|
td_srcs = [
|
|
":hlo_ops_td_files",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:StdOpsTdFiles",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_lower",
|
|
srcs = [
|
|
"transforms/generated_lower_complex.inc",
|
|
"transforms/lower_complex.cc",
|
|
"transforms/lower_general_dot.cc",
|
|
],
|
|
deps = [
|
|
":hlo",
|
|
":xla_dialect_registration",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Analysis",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_materialize_broadcasts",
|
|
srcs = ["transforms/materialize_broadcasts.cc"],
|
|
deps = [
|
|
":hlo",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_unfuse_batch_norm",
|
|
srcs = ["transforms/unfuse_batch_norm.cc"],
|
|
deps = [
|
|
":hlo",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "chlo_legalize_to_hlo",
|
|
srcs = ["transforms/chlo_legalize_to_hlo.cc"],
|
|
deps = [
|
|
":hlo",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Shape",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_test_passes",
|
|
srcs = [
|
|
"transforms/chlo_legalize_to_hlo_pass.cc",
|
|
"transforms/lhlo_legalize_to_llvm_pass.cc",
|
|
"transforms/materialize_broadcasts_pass.cc",
|
|
"transforms/test_infer_shaped_type_pass.cc",
|
|
"transforms/unfuse_batch_norm_pass.cc",
|
|
],
|
|
deps = [
|
|
":chlo_legalize_to_hlo", # build-cleaner: keep
|
|
":hlo",
|
|
":lhlo",
|
|
":lhlo_legalize_to_llvm", # build-cleaner: keep
|
|
":xla_materialize_broadcasts", # build-cleaner: keep
|
|
":xla_unfuse_batch_norm", # build-cleaner: keep
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:InferTypeOpInterface",
|
|
"@llvm-project//mlir:LLVMDialect",
|
|
"@llvm-project//mlir:LLVMTransforms",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:Shape",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "hlo",
|
|
srcs = [
|
|
"ir/broadcast_utils.cc",
|
|
"ir/chlo_ops.cc",
|
|
"ir/hlo_ops.cc",
|
|
"ir/hlo_ops.cc.inc",
|
|
"ir/hlo_ops.h.inc",
|
|
"ir/hlo_utils.cc",
|
|
],
|
|
hdrs = [
|
|
"ir/broadcast_utils.h",
|
|
"ir/chlo_ops.h",
|
|
"ir/hlo_ops.h",
|
|
"ir/hlo_utils.h",
|
|
"transforms/passes.h",
|
|
"transforms/rewriters.h",
|
|
],
|
|
includes = ["include"],
|
|
deps = [
|
|
":chlo_ops_inc_gen",
|
|
":convert_op_folder",
|
|
":hlo_ops_base_inc_gen",
|
|
":hlo_ops_inc_gen",
|
|
":infer_fusibility_op_interface",
|
|
":xla_canonicalize_inc_gen",
|
|
"@com_google_absl//absl/container:flat_hash_set",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Analysis",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:InferTypeOpInterface",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:Shape",
|
|
"@llvm-project//mlir:SideEffects",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "mlir_hlo_builder",
|
|
srcs = ["ir/mlir_hlo_builder.cc"],
|
|
hdrs = ["ir/mlir_hlo_builder.h"],
|
|
deps = [
|
|
":attribute_importer",
|
|
":hlo",
|
|
":hlo_module_importer",
|
|
":hlo_utils",
|
|
":type_to_shape",
|
|
"//tensorflow/compiler/xla:comparison_util",
|
|
"//tensorflow/compiler/xla:shape_util",
|
|
"//tensorflow/compiler/xla:types",
|
|
"//tensorflow/compiler/xla:util",
|
|
"//tensorflow/compiler/xla/client:xla_builder",
|
|
"//tensorflow/compiler/xla/service:hlo",
|
|
"//tensorflow/compiler/xla/service:shape_inference",
|
|
"//tensorflow/core/platform:types",
|
|
"//tensorflow/stream_executor/lib",
|
|
"@com_google_absl//absl/container:flat_hash_map",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "lhlo",
|
|
srcs = [
|
|
"ir/lhlo_ops.cc",
|
|
"ir/lhlo_ops.cc.inc",
|
|
"ir/lhlo_ops.h.inc",
|
|
],
|
|
hdrs = [
|
|
"ir/lhlo_ops.h",
|
|
"transforms/passes.h",
|
|
"transforms/rewriters.h",
|
|
],
|
|
includes = ["include"],
|
|
deps = [
|
|
":hlo_ops_base_inc_gen",
|
|
":lhlo_ops_inc_gen",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Analysis",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:SideEffects",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
"@llvm-project//mlir:Transforms",
|
|
"@llvm-project//mlir:ViewLikeInterface",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "hlo_utils",
|
|
srcs = ["hlo_utils.cc"],
|
|
hdrs = ["hlo_utils.h"],
|
|
includes = ["include"],
|
|
deps = [
|
|
":convert_op_folder",
|
|
":hlo",
|
|
"//tensorflow/compiler/xla:literal",
|
|
"//tensorflow/compiler/xla/service:hlo",
|
|
"//tensorflow/core:lib",
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
# Library with XLA dialect static initialization.
|
|
cc_library(
|
|
name = "xla_dialect_registration",
|
|
srcs = ["ir/dialect_registration.cc"],
|
|
deps = [
|
|
":hlo",
|
|
":lhlo",
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
cc_library(
|
|
name = "type_to_shape",
|
|
srcs = ["type_to_shape.cc"],
|
|
hdrs = ["type_to_shape.h"],
|
|
deps = [
|
|
":hlo",
|
|
"//tensorflow/compiler/mlir/tensorflow:convert_tensor",
|
|
"//tensorflow/compiler/mlir/tensorflow:convert_type",
|
|
"//tensorflow/compiler/xla:shape_util",
|
|
"//tensorflow/compiler/xla:statusor",
|
|
"//tensorflow/compiler/xla:xla_data_proto_cc",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core/platform:logging",
|
|
"//tensorflow/core/platform:types",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Support",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "type_to_shape_test",
|
|
srcs = ["type_to_shape_test.cc"],
|
|
deps = [
|
|
":type_to_shape",
|
|
"//tensorflow/compiler/xla:shape_util",
|
|
"//tensorflow/compiler/xla:test",
|
|
"//tensorflow/compiler/xla:xla_data_proto_cc",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test_main",
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "mlir_hlo_to_hlo",
|
|
srcs = [
|
|
"mlir_hlo_to_hlo.cc",
|
|
"operator_writers.inc",
|
|
],
|
|
hdrs = ["mlir_hlo_to_hlo.h"],
|
|
deps = [
|
|
":hlo",
|
|
":type_to_shape",
|
|
":xla_dialect_registration",
|
|
"//tensorflow/compiler/mlir/tensorflow:convert_type",
|
|
"//tensorflow/compiler/mlir/tensorflow:error_util",
|
|
"//tensorflow/compiler/tf2xla:common",
|
|
"//tensorflow/compiler/tf2xla:xla_compiler",
|
|
"//tensorflow/compiler/xla:comparison_util",
|
|
"//tensorflow/compiler/xla:literal_util",
|
|
"//tensorflow/compiler/xla:shape_util",
|
|
"//tensorflow/compiler/xla:status_macros",
|
|
"//tensorflow/compiler/xla:xla_data_proto_cc",
|
|
"//tensorflow/compiler/xla/client:xla_builder",
|
|
"//tensorflow/compiler/xla/client/lib:matrix",
|
|
"//tensorflow/compiler/xla/client/lib:quantize",
|
|
"//tensorflow/compiler/xla/client/lib:slicing",
|
|
"//tensorflow/compiler/xla/service:hlo",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/stream_executor/lib",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Analysis",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:StandardOps",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
"@llvm-project//mlir:Transforms",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "hlo_to_mlir_hlo",
|
|
srcs = ["hlo_to_mlir_hlo.cc"],
|
|
hdrs = ["hlo_to_mlir_hlo.h"],
|
|
deps = [
|
|
":hlo_module_importer",
|
|
"//tensorflow/compiler/mlir/tensorflow:error_util",
|
|
"//tensorflow/compiler/xla:status",
|
|
"//tensorflow/compiler/xla:status_macros",
|
|
"//tensorflow/core:lib",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "hlo_module_importer",
|
|
srcs = [
|
|
"hlo_function_importer.cc",
|
|
"hlo_module_importer.cc",
|
|
],
|
|
hdrs = [
|
|
"hlo_function_importer.h",
|
|
"hlo_module_importer.h",
|
|
],
|
|
deps = [
|
|
":attribute_importer",
|
|
":hlo",
|
|
":hlo_utils",
|
|
"//tensorflow/compiler/mlir/tensorflow:error_util",
|
|
"//tensorflow/compiler/xla:protobuf_util",
|
|
"//tensorflow/compiler/xla:status",
|
|
"//tensorflow/compiler/xla:status_macros",
|
|
"//tensorflow/compiler/xla:statusor",
|
|
"//tensorflow/compiler/xla:xla_data_proto_cc",
|
|
"//tensorflow/compiler/xla:xla_proto_cc",
|
|
"//tensorflow/compiler/xla/service:hlo",
|
|
"//tensorflow/compiler/xla/service:hlo_casting_utils",
|
|
"//tensorflow/core:lib",
|
|
"@com_google_absl//absl/types:optional",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:StandardOps",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "attribute_importer",
|
|
srcs = ["attribute_importer.cc"],
|
|
hdrs = ["attribute_importer.h"],
|
|
deps = [
|
|
":hlo",
|
|
"//tensorflow/compiler/xla:xla_data_proto_cc",
|
|
"//tensorflow/core/platform:types",
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "xla_mlir_translate",
|
|
srcs = ["xla_mlir_translate.cc"],
|
|
hdrs = ["xla_mlir_translate.h"],
|
|
deps = [
|
|
":hlo_to_mlir_hlo",
|
|
":mlir_hlo_to_hlo",
|
|
"//tensorflow/compiler/xla:debug_options_flags",
|
|
"//tensorflow/compiler/xla:status",
|
|
"//tensorflow/compiler/xla:statusor",
|
|
"//tensorflow/compiler/xla/service:hlo_parser",
|
|
"//tensorflow/compiler/xla/service:hlo_proto_cc",
|
|
"//tensorflow/core:lib",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Translation",
|
|
],
|
|
alwayslink = 1,
|
|
)
|
|
|
|
tf_native_cc_binary(
|
|
name = "operator_writer_gen",
|
|
srcs = ["operator_writer_gen.cc"],
|
|
deps = [
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//llvm:TableGen",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TableGen",
|
|
],
|
|
)
|
|
|
|
genrule(
|
|
name = "operator_writer_inc",
|
|
srcs = [
|
|
"@llvm-project//mlir:include/mlir/Interfaces/InferTypeOpInterface.td",
|
|
"@llvm-project//mlir:include/mlir/Interfaces/SideEffectInterfaces.td",
|
|
"@llvm-project//mlir:include/mlir/IR/OpBase.td",
|
|
":ir/hlo_ops.td",
|
|
":ir/hlo_ops_base.td",
|
|
":ir/hlo_utils.td",
|
|
":ir/infer_fusibility_op_interface.td",
|
|
],
|
|
outs = ["operator_writers.inc"],
|
|
cmd = ("$(location :operator_writer_gen) " +
|
|
"-I external/llvm-project/mlir/include " +
|
|
"-I external/org_tensorflow " +
|
|
"$(location :ir/hlo_ops.td) " +
|
|
" -o $@"),
|
|
tools = [":operator_writer_gen"],
|
|
)
|
|
|
|
cc_library(
|
|
name = "convert_op_folder",
|
|
srcs = ["convert_op_folder.cc"],
|
|
hdrs = ["convert_op_folder.h"],
|
|
deps = [
|
|
"@llvm-project//mlir:IR",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "all_xla_passes_for_testing",
|
|
visibility = [
|
|
"//tensorflow/compiler/mlir:__subpackages__",
|
|
],
|
|
deps = [
|
|
":chlo_legalize_to_hlo",
|
|
":hlo",
|
|
":hlo_legalize_to_lhlo",
|
|
":lhlo",
|
|
":lhlo_copy_removal",
|
|
":lhlo_fuse_linalg",
|
|
":lhlo_legalize_to_affine",
|
|
":lhlo_legalize_to_gpu",
|
|
":lhlo_legalize_to_parallel_loops",
|
|
":xla_dialect_registration",
|
|
":xla_hlo_fusion",
|
|
":xla_hlo_to_lhlo_with_xla",
|
|
":xla_legalize_control_flow",
|
|
":xla_legalize_tanh_to_approximation",
|
|
":xla_legalize_tf",
|
|
":xla_legalize_tf_with_tf2xla",
|
|
":xla_legalize_to_linalg",
|
|
":xla_legalize_to_standard",
|
|
":xla_lower",
|
|
":xla_sink_constants_to_control_flow",
|
|
":xla_test_passes",
|
|
":xla_transform_unranked_hlo",
|
|
],
|
|
)
|
|
|
|
tf_cc_binary(
|
|
name = "xla-opt",
|
|
deps = [
|
|
":all_xla_passes_for_testing",
|
|
"//tensorflow/compiler/jit:xla_cpu_jit",
|
|
"//tensorflow/compiler/jit:xla_gpu_jit",
|
|
"//tensorflow/compiler/mlir:tf_mlir_opt_main",
|
|
],
|
|
)
|