| load("//third_party/mlir:tblgen.bzl", "gentbl") |
| load("//tensorflow:tensorflow.bzl", "tf_cc_test", "tf_gen_op_wrapper_py", "tf_native_cc_binary") |
| |
| package( |
| default_visibility = [":friends"], |
| licenses = ["notice"], # Apache 2.0 |
| ) |
| |
| package_group( |
| name = "friends", |
| includes = ["//third_party/mlir:subpackages"], |
| packages = [ |
| "//learning/pathways/data_parallel/tf2xla/...", |
| "//tensorflow/compiler/...", |
| "//tensorflow/lite/experimental/tf_runtime/...", |
| "//tensorflow/python/...", |
| ], |
| ) |
| |
| filegroup( |
| name = "tensorflow_ops_td_files", |
| srcs = [ |
| "ir/tf_generated_ops.td", |
| "ir/tf_op_base.td", |
| "ir/tf_op_interfaces.td", |
| "ir/tf_ops.td", |
| "@llvm-project//mlir:OpBaseTdFiles", |
| "@llvm-project//mlir:include/mlir/Interfaces/CallInterfaces.td", |
| "@llvm-project//mlir:include/mlir/Interfaces/SideEffects.td", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_op_interfaces_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-op-interface-decls", |
| "ir/tf_op_interfaces.h.inc", |
| ), |
| ( |
| "-gen-op-interface-defs", |
| "ir/tf_op_interfaces.cc.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "ir/tf_op_interfaces.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_ops_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-op-decls", |
| "ir/tf_ops.h.inc", |
| ), |
| ( |
| "-gen-op-defs", |
| "ir/tf_ops.cc.inc", |
| ), |
| ( |
| "-gen-op-doc", |
| "g3doc/tf_ops.md", |
| ), |
| ( |
| "-gen-struct-attr-decls", |
| "ir/tf_structs.h.inc", |
| ), |
| ( |
| "-gen-struct-attr-defs", |
| "ir/tf_structs.cc.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "ir/tf_ops.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| ], |
| ) |
| |
| gentbl( |
| name = "tf_saved_model_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-op-decls", |
| "ir/tf_saved_model.h.inc", |
| ), |
| ( |
| "-gen-op-defs", |
| "ir/tf_saved_model.cc.inc", |
| ), |
| ( |
| "-gen-op-doc", |
| "g3doc/tf_saved_model.md", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "ir/tf_saved_model_ops.td", |
| td_srcs = [ |
| "@llvm-project//mlir:include/mlir/IR/OpBase.td", |
| "@llvm-project//mlir:include/mlir/Dialect/StandardOps/IR/Ops.td", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_executor_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-op-decls", |
| "ir/tf_executor.h.inc", |
| ), |
| ( |
| "-gen-op-defs", |
| "ir/tf_executor.cc.inc", |
| ), |
| ( |
| "-gen-op-doc", |
| "g3doc/tf_executor.md", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "ir/tf_executor_ops.td", |
| td_srcs = [ |
| "@llvm-project//mlir:include/mlir/IR/OpBase.td", |
| "@llvm-project//mlir:include/mlir/Dialect/StandardOps/IR/Ops.td", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_device_ops_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-op-decls", |
| "ir/tf_device.h.inc", |
| ), |
| ( |
| "-gen-op-defs", |
| "ir/tf_device.cc.inc", |
| ), |
| ( |
| "-gen-op-doc", |
| "g3doc/tf_device.md", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "ir/tf_device_ops.td", |
| td_srcs = [ |
| "@llvm-project//mlir:include/mlir/IR/OpBase.td", |
| "@llvm-project//mlir:include/mlir/Dialect/StandardOps/IR/Ops.td", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_canonicalize_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-rewriters", |
| "transforms/generated_canonicalize.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "transforms/canonicalize.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| ], |
| ) |
| |
| cc_library( |
| name = "tensorflow_types", |
| srcs = [ |
| "ir/tf_types.cc", |
| ], |
| hdrs = [ |
| "ir/tf_types.def", |
| "ir/tf_types.h", |
| ], |
| deps = [ |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "tensorflow", |
| srcs = [ |
| "ir/control_flow_ops.cc", |
| "ir/tf_device.cc", |
| "ir/tf_executor.cc", |
| "ir/tf_executor.cc.inc", |
| "ir/tf_executor.h.inc", |
| "ir/tf_op_interfaces.cc.inc", |
| "ir/tf_op_interfaces.h.inc", |
| "ir/tf_ops.cc", |
| "ir/tf_ops.cc.inc", |
| "ir/tf_ops.h.inc", |
| "ir/tf_saved_model.cc", |
| "ir/tf_structs.cc", |
| "ir/tf_verifiers.cc", |
| ], |
| hdrs = [ |
| "ir/control_flow_ops.h", |
| "ir/tf_device.h", |
| "ir/tf_executor.h", |
| "ir/tf_ops.h", |
| "ir/tf_saved_model.h", |
| "ir/tf_structs.h", |
| "ir/tf_traits.h", |
| "ir/tf_verifiers.h", |
| "transforms/bridge.h", |
| "transforms/passes.h", |
| "transforms/unroll_batch_matmul.h", |
| "@llvm-project//mlir:include/mlir/Interfaces/CallInterfaces.h", |
| "@llvm-project//mlir:include/mlir/Transforms/InliningUtils.h", |
| ], |
| includes = ["include"], |
| deps = [ |
| ":error_util", |
| ":tensorflow_canonicalize_inc_gen", |
| ":tensorflow_device_ops_inc_gen", |
| ":tensorflow_executor_inc_gen", |
| ":tensorflow_op_interfaces_inc_gen", |
| ":tensorflow_ops_inc_gen", |
| ":tensorflow_types", |
| ":tf_saved_model_inc_gen", |
| "//tensorflow/compiler/mlir/lite:validators", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core/platform:logging", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:Analysis", |
| "@llvm-project//mlir:CallOpInterfacesIncGen", |
| "@llvm-project//mlir:Dialect", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Parser", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:SideEffects", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| "@llvm-project//mlir:TransformUtils", |
| "@llvm-project//mlir:Transforms", |
| ], |
| # TODO(jpienaar): Merge in the dialect registration. |
| alwayslink = 1, |
| ) |
| |
| gentbl( |
| name = "decompose_resource_ops_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-rewriters", |
| "transforms/generated_decompose_resource_ops.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "transforms/decompose_resource_ops.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| "@llvm-project//mlir:StdOpsTdFiles", |
| ], |
| ) |
| |
| cc_library( |
| name = "decompose_resource_ops", |
| srcs = [ |
| "transforms/decompose_resource_ops.cc", |
| ], |
| hdrs = [ |
| "transforms/decompose_resource_ops.h", |
| ], |
| deps = [ |
| ":decompose_resource_ops_inc_gen", |
| ":tensorflow", |
| ":tensorflow_types", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "unroll_batch_matmul_pass", |
| srcs = [ |
| "transforms/unroll_batch_matmul.cc", |
| ], |
| hdrs = [ |
| "transforms/unroll_batch_matmul.h", |
| ], |
| deps = [ |
| ":tensorflow", |
| "//tensorflow/core:framework", |
| "@com_google_absl//absl/memory", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:Analysis", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "tensorflow_passes", |
| srcs = [ |
| "transforms/annotate_parameter_replication.cc", |
| "transforms/batchmatmul_to_einsum.cc", |
| "transforms/bridge.cc", |
| "transforms/bridge_pass.cc", |
| "transforms/cluster_formation.cc", |
| "transforms/cluster_outlining.cc", |
| "transforms/collection_ops_util.cc", |
| "transforms/decompose_resource_ops_pass.cc", |
| "transforms/executor_island_coarsening.cc", |
| "transforms/executor_tpuv1_inline_tpu_island.cc", |
| "transforms/executor_tpuv1_island_coarsening.cc", |
| "transforms/executor_tpuv1_outline_tpu_island.cc", |
| "transforms/fold_switch.cc", |
| "transforms/freeze_global_tensors.cc", |
| "transforms/functional_control_flow_to_cfg.cc", |
| "transforms/generated_canonicalize.inc", |
| "transforms/generated_optimize.inc", |
| "transforms/gpu_fusion.cc", |
| "transforms/graph_pruning.cc", |
| "transforms/launch_to_device_attribute.cc", |
| "transforms/layout_optimization.cc", |
| "transforms/mark_function_visibility.cc", |
| "transforms/materialize_mlir_passthrough_op.cc", |
| "transforms/optimize.cc", |
| "transforms/optimize_global_tensors.cc", |
| "transforms/parallel_execute_to_islands.cc", |
| "transforms/promote_resources_to_args.cc", |
| "transforms/raise_control_flow.cc", |
| "transforms/replicate_invariant_op_hoisting.cc", |
| "transforms/replicate_to_island.cc", |
| "transforms/resource_device_inference.cc", |
| "transforms/resource_op_lifting.cc", |
| "transforms/shape_inference.cc", |
| "transforms/shape_inference_pass.cc", |
| "transforms/sink_constant.cc", |
| "transforms/stack_ops_decomposition.cc", |
| "transforms/tensor_list_ops_decomposition.cc", |
| "transforms/test_side_effect_analysis.cc", |
| "transforms/tf_device_assignment.cc", |
| "transforms/tpu_cluster_formation.cc", |
| "transforms/tpu_dynamic_layout_pass.cc", |
| "transforms/tpu_dynamic_padding_mapper.cc", |
| "transforms/tpu_merge_variables_with_execute.cc", |
| "transforms/tpu_rewrite_pass.cc", |
| "transforms/tpu_sharding_identification_pass.cc", |
| "transforms/tpu_variable_runtime_reformatting.cc", |
| "translate/breakup-islands.cc", |
| "translate/control_to_executor_dialect.cc", |
| "translate/executor_to_control_dialect.cc", |
| "translate/tf_functional_to_executor.cc", |
| ], |
| hdrs = [ |
| "transforms/batchmatmul_to_einsum.h", |
| "transforms/bridge.h", |
| "transforms/collection_ops_util.h", |
| "transforms/passes.h", |
| "transforms/shape_inference.h", |
| ], |
| includes = ["include"], |
| deps = [ |
| ":bridge_logger", |
| ":convert_tensor", |
| ":convert_type", |
| ":decompose_resource_ops", |
| ":decompose_resource_ops_inc_gen", |
| ":device_util", |
| ":error_util", |
| ":export_tf_dialect_op", |
| ":mangling_util", |
| ":side_effect_analysis", |
| ":tensorflow", |
| ":tensorflow_optimize_inc_gen", |
| ":tensorflow_types", |
| ":tpu_rewrite_device_util", |
| ":translate_utils", |
| ":unroll_batch_matmul_pass", |
| ":xla_sharding_util", |
| "//tensorflow/compiler/mlir/lite:validators", |
| "//tensorflow/compiler/xla:xla_data_proto_cc", |
| "//tensorflow/compiler/xla:xla_proto_cc", |
| "//tensorflow/compiler/xla/client:sharding_builder", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:logging", |
| "//tensorflow/core/platform:random", |
| "//tensorflow/core/protobuf/tpu:compile_metadata_proto_cc", |
| "//tensorflow/core/protobuf/tpu:dynamic_padding_proto_cc", |
| "@com_google_absl//absl/memory", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:Analysis", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Parser", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| "@llvm-project//mlir:TransformUtils", |
| "@llvm-project//mlir:Transforms", |
| ], |
| # TODO(jpienaar): Merge in the dialect registration. |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tensorflow_test_passes", |
| srcs = [ |
| "transforms/lower_tf_pass.cc", |
| ], |
| deps = [ |
| ":lower_tf_lib", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "graph_optimization_pass", |
| srcs = ["transforms/graph_optimization_pass.cc"], |
| hdrs = ["transforms/graph_optimization_pass.h"], |
| deps = [ |
| ":tensorflow_passes", |
| "//tensorflow/compiler/mlir:mlir_graph_optimization_pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "graph_optimization_pass_registration", |
| srcs = ["transforms/graph_optimization_pass_registration.cc"], |
| deps = [ |
| ":graph_optimization_pass", |
| "//tensorflow/compiler/mlir:mlir_graph_optimization_pass", |
| "//tensorflow/compiler/mlir:mlir_graph_optimization_pass_registration", |
| ], |
| alwayslink = 1, |
| ) |
| |
| # Library with TensorFlow dialect static initialization. |
| cc_library( |
| name = "tensorflow_dialect_registration", |
| srcs = ["ir/dialect_registration.cc"], |
| deps = [ |
| ":tensorflow", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:LoopOpsTransforms", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "convert_graphdef", |
| srcs = [ |
| "translate/export_graphdef.cc", |
| "translate/import_model.cc", |
| ], |
| hdrs = [ |
| "translate/export_graphdef.h", |
| "translate/import_model.h", |
| ], |
| deps = [ |
| ":convert_tensor", |
| ":convert_type", |
| ":error_util", |
| ":export_tf_dialect_op", |
| ":export_utils", |
| ":mangling_util", |
| ":mlir_roundtrip_flags", |
| ":tensorflow", |
| ":tensorflow_passes", |
| ":tensorflow_types", |
| ":translate_utils", |
| "//tensorflow/cc/saved_model:bundle_v2", |
| "//tensorflow/cc/saved_model:loader_lite", |
| "//tensorflow/compiler/jit:shape_inference_helpers", |
| "//tensorflow/compiler/mlir:op_or_arg_name_mapper", |
| "//tensorflow/compiler/tf2xla:functionalize_control_flow", |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:core_cpu", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:framework_internal", |
| "//tensorflow/core:graph", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/grappler/utils:transitive_fanin", |
| "//tensorflow/core/platform:types", |
| "//tensorflow/stream_executor/lib", |
| "@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", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:Analysis", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "parse_text_proto", |
| srcs = ["utils/parse_text_proto.cc"], |
| hdrs = ["utils/parse_text_proto.h"], |
| deps = [ |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:casts", |
| "@com_google_absl//absl/strings", |
| ], |
| ) |
| |
| cc_library( |
| name = "import_utils", |
| srcs = ["utils/import_utils.cc"], |
| hdrs = ["utils/import_utils.h"], |
| deps = [ |
| ":error_util", |
| ":parse_text_proto", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| ], |
| ) |
| |
| cc_library( |
| name = "export_utils", |
| srcs = [ |
| "utils/export_utils.cc", |
| ], |
| hdrs = [ |
| "utils/export_utils.h", |
| ], |
| deps = [ |
| ":convert_tensor", |
| ":convert_type", |
| ":mangling_util", |
| ":tensorflow", |
| ":tensorflow_types", |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:core_cpu", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:graph", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:protobuf", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/container:flat_hash_set", |
| "@com_google_absl//absl/memory", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "translate_utils", |
| srcs = [ |
| "utils/translate_utils.cc", |
| ], |
| hdrs = [ |
| "utils/translate_utils.h", |
| ], |
| deps = [ |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "export_tf_dialect_op", |
| srcs = [ |
| "translate/derived_attr_populator.inc", |
| "translate/export_tf_dialect_op.cc", |
| ], |
| hdrs = [ |
| "translate/export_tf_dialect_op.h", |
| ], |
| deps = [ |
| ":convert_type", |
| ":export_utils", |
| ":tensorflow", |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/container:flat_hash_set", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "translate_tf_dialect_op", |
| srcs = ["translate/translate_tf_dialect_op.cc"], |
| deps = [ |
| ":export_tf_dialect_op", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| "@llvm-project//mlir:Translation", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "mlir_roundtrip_pass", |
| srcs = ["translate/mlir_roundtrip_pass.cc"], |
| hdrs = ["translate/mlir_roundtrip_pass.h"], |
| deps = [ |
| ":convert_graphdef", |
| ":error_util", |
| ":mlir_roundtrip_flags", |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:core_cpu_lib", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "@llvm-project//mlir:Analysis", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:StandardOps", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "mlir_roundtrip_pass_registration", |
| srcs = ["translate/mlir_roundtrip_pass_registration.cc"], |
| deps = [ |
| ":mlir_roundtrip_pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "mlir_import_pass_registration", |
| srcs = ["translate/mlir_import_pass_registration.cc"], |
| deps = [ |
| ":mlir_roundtrip_pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "mlir_roundtrip_flags", |
| srcs = ["translate/mlir_roundtrip_flags.cc"], |
| hdrs = ["translate/mlir_roundtrip_flags.h"], |
| deps = [ |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:types", |
| "@com_google_absl//absl/algorithm:container", |
| "@com_google_absl//absl/container:flat_hash_set", |
| "@com_google_absl//absl/container:inlined_vector", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| ], |
| ) |
| |
| cc_library( |
| name = "convert_type", |
| srcs = ["utils/convert_type.cc"], |
| hdrs = ["utils/convert_type.h"], |
| deps = [ |
| ":tensorflow_types", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "convert_type_test", |
| size = "small", |
| srcs = ["utils/convert_type_test.cc"], |
| deps = [ |
| ":convert_type", |
| "//tensorflow/compiler/xla:test", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "convert_tensor", |
| srcs = ["utils/convert_tensor.cc"], |
| hdrs = ["utils/convert_tensor.h"], |
| deps = [ |
| ":convert_type", |
| ":mangling_util", |
| ":tensorflow_types", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/base", |
| "@com_google_absl//absl/container:inlined_vector", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "convert_tensor_test", |
| size = "small", |
| srcs = ["utils/convert_tensor_test.cc"], |
| deps = [ |
| ":convert_tensor", |
| "//tensorflow/compiler/xla:test", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "mangling_util", |
| srcs = ["utils/mangling_util.cc"], |
| hdrs = ["utils/mangling_util.h"], |
| deps = [ |
| ":parse_text_proto", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "@com_google_absl//absl/strings", |
| ], |
| ) |
| |
| cc_library( |
| name = "error_util", |
| srcs = ["utils/error_util.cc"], |
| hdrs = ["utils/error_util.h"], |
| deps = [ |
| "//tensorflow/core:lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "decode_constant_pass", |
| srcs = [ |
| "transforms/decode_constant.cc", |
| ], |
| hdrs = [ |
| "transforms/decode_constant.h", |
| ], |
| deps = [ |
| ":convert_tensor", |
| ":tensorflow", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tf_dialect_passes", |
| srcs = [ |
| "transforms/constant_fold.cc", |
| "transforms/dialect_hooks.cc", |
| ], |
| hdrs = [ |
| "transforms/constant_fold.h", |
| ], |
| deps = [ |
| ":convert_tensor", |
| ":decode_constant_pass", |
| ":eval_util", |
| ":tensorflow", |
| ":tensorflow_types", |
| "//tensorflow/c:tf_status", |
| "//tensorflow/c/eager:c_api", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/stream_executor", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:SideEffects", |
| "@llvm-project//mlir:Support", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tf_dialect_lib", |
| deps = [ |
| ":tensorflow_dialect_registration", |
| ":tf_dialect_passes", |
| "@llvm-project//mlir:AllPassesAndDialects", |
| ], |
| ) |
| |
| cc_library( |
| name = "tf_graph_optimization_pass", |
| srcs = ["transforms/tf_graph_optimization_pass.cc"], |
| hdrs = ["transforms/tf_graph_optimization_pass.h"], |
| deps = [ |
| ":convert_graphdef", |
| ":mlir_roundtrip_flags", |
| "//tensorflow/compiler/tf2xla:functionalize_control_flow_pass_registration", |
| "//tensorflow/core:core_cpu", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:graph", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:ops", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "eval_util", |
| srcs = ["utils/eval_util.cc"], |
| hdrs = ["utils/eval_util.h"], |
| deps = [ |
| ":convert_tensor", |
| ":convert_type", |
| ":export_tf_dialect_op", |
| ":mangling_util", |
| "//tensorflow/c/eager:c_api", |
| "//tensorflow/c/eager:c_api_internal", |
| "//tensorflow/compiler/xla:status_macros", |
| "//tensorflow/core:core_cpu", |
| "//tensorflow/core:core_cpu_lib", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:framework_internal", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/container:inlined_vector", |
| "@com_google_absl//absl/memory", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "translate_lib", |
| srcs = ["translate/tf_mlir_translate.cc"], |
| hdrs = ["translate/tf_mlir_translate.h"], |
| deps = [ |
| ":convert_graphdef", |
| ":error_util", |
| ":import_utils", |
| ":mangling_util", |
| ":mlir_roundtrip_flags", |
| "//tensorflow/cc/saved_model:bundle_v2", |
| "//tensorflow/core:graph", |
| "//tensorflow/core:lib_proto_parsing", |
| "//tensorflow/core:ops", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/grappler/utils:transitive_fanin", |
| "@com_google_absl//absl/memory", |
| "@com_google_absl//absl/strings", |
| "@com_google_absl//absl/types:span", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Parser", |
| "@llvm-project//mlir:Pass", |
| ], |
| ) |
| |
| cc_library( |
| name = "translate_cl_options", |
| srcs = [ |
| "translate/tf_mlir_translate_cl.cc", |
| ], |
| hdrs = [ |
| "translate/tf_mlir_translate_cl.h", |
| ], |
| deps = [ |
| "@llvm-project//llvm:support", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "translate_registration", |
| srcs = [ |
| "translate/tf_mlir_translate_registration.cc", |
| ], |
| deps = [ |
| ":convert_graphdef", |
| ":mlir_roundtrip_flags", |
| ":translate_cl_options", |
| ":translate_lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Translation", |
| ], |
| alwayslink = 1, |
| ) |
| |
| tf_cc_test( |
| name = "error_util_test", |
| srcs = ["utils/error_util_test.cc"], |
| tags = ["no_rocm"], |
| deps = [ |
| ":error_util", |
| "//tensorflow/compiler/xla:test", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| tf_native_cc_binary( |
| name = "derived_attr_populator_gen", |
| srcs = [ |
| "translate/derived_attr_populator_gen.cc", |
| ], |
| deps = [ |
| "@llvm-project//llvm:support", |
| "@llvm-project//llvm:tablegen", |
| "@llvm-project//mlir:TableGen", |
| ], |
| ) |
| |
| genrule( |
| name = "derived_attr_populator_inc", |
| srcs = [ |
| "@llvm-project//mlir:include/mlir/Interfaces/CallInterfaces.td", |
| "@llvm-project//mlir:include/mlir/Interfaces/SideEffects.td", |
| "@llvm-project//mlir:include/mlir/IR/OpBase.td", |
| "ir/tf_generated_ops.td", |
| "ir/tf_op_base.td", |
| "ir/tf_op_interfaces.td", |
| "ir/tf_ops.td", |
| ], |
| outs = [ |
| "translate/derived_attr_populator.inc", |
| ], |
| cmd = ("$(location :derived_attr_populator_gen) " + |
| "-I external/llvm-project/mlir/include " + |
| "-I external/org_tensorflow " + |
| "$(location //tensorflow/compiler/mlir/tensorflow:ir/tf_ops.td) " + " -o $@"), |
| tools = [":derived_attr_populator_gen"], |
| ) |
| |
| filegroup( |
| name = "tensorflow_optimize_td_files", |
| srcs = [ |
| "transforms/optimize.td", |
| ], |
| ) |
| |
| gentbl( |
| name = "tensorflow_optimize_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-rewriters", |
| "transforms/generated_optimize.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "transforms/optimize.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| "@llvm-project//mlir:StdOpsTdFiles", |
| ], |
| ) |
| |
| cc_library( |
| name = "compile_mlir_util", |
| srcs = ["utils/compile_mlir_util.cc"], |
| hdrs = ["utils/compile_mlir_util.h"], |
| deps = [ |
| ":bridge_logger", |
| ":convert_type", |
| ":dump_mlir_util", |
| ":error_util", |
| ":tensorflow_dialect_registration", |
| ":tensorflow_passes", |
| ":tf_dialect_passes", |
| ":translate_utils", |
| "//tensorflow/compiler/mlir/xla:hlo", |
| "//tensorflow/compiler/mlir/xla:mlir_hlo_to_hlo", |
| "//tensorflow/compiler/mlir/xla:type_to_shape", |
| "//tensorflow/compiler/mlir/xla:xla_legalize_tf", |
| "//tensorflow/compiler/tf2xla:common", |
| "//tensorflow/compiler/tf2xla:xla_compiler", |
| "//tensorflow/core:framework", |
| "//tensorflow/core/platform:logging", |
| "//tensorflow/stream_executor/lib", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:AllPassesAndDialects", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Parser", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:TransformUtils", |
| "@llvm-project//mlir:Transforms", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "compile_mlir_util_test", |
| size = "small", |
| srcs = ["utils/compile_mlir_util_test.cc"], |
| deps = [ |
| ":compile_mlir_util", |
| "//tensorflow/compiler/tf2xla:common", |
| "//tensorflow/compiler/tf2xla:xla_compiler", |
| "//tensorflow/compiler/xla:test", |
| "//tensorflow/compiler/xla:xla_data_proto_cc", |
| "//tensorflow/compiler/xla/service:hlo", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "//tensorflow/stream_executor/lib", |
| ], |
| ) |
| |
| cc_library( |
| name = "mlir_passthrough_op", |
| srcs = ["ops/mlir_passthrough_op.cc"], |
| visibility = [ |
| "//visibility:public", |
| ], |
| deps = [ |
| "//tensorflow/core:framework", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "mlir_local_var_op", |
| srcs = ["ops/mlir_local_var_op.cc"], |
| visibility = [ |
| "//visibility:public", |
| ], |
| deps = [ |
| "//tensorflow/core:framework", |
| ], |
| alwayslink = 1, |
| ) |
| |
| tf_gen_op_wrapper_py( |
| name = "gen_mlir_passthrough_op_py", |
| out = "gen_mlir_passthrough_op.py", |
| deps = [":mlir_passthrough_op"], |
| ) |
| |
| # Library to get rewrite patterns lowering within TensorFlow. |
| # |
| # This is a separate library so that external passes can link only this library |
| # without linking any of the other tensorflow passes. |
| gentbl( |
| name = "lower_tf_inc_gen", |
| tbl_outs = [ |
| ( |
| "-gen-rewriters", |
| "transforms/generated_lower_tf.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "transforms/lower_tf.td", |
| td_srcs = [ |
| ":tensorflow_ops_td_files", |
| "@llvm-project//mlir:StdOpsTdFiles", |
| ], |
| ) |
| |
| cc_library( |
| name = "lower_tf_lib", |
| srcs = [ |
| "transforms/lower_tf.cc", |
| ], |
| hdrs = [ |
| "transforms/lower_tf.h", |
| ], |
| deps = [ |
| ":lower_tf_inc_gen", |
| ":tensorflow", |
| ":tensorflow_types", |
| "//tensorflow/core:framework", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tpu_rewrite_device_util", |
| srcs = ["utils/tpu_rewrite_device_util.cc"], |
| hdrs = ["utils/tpu_rewrite_device_util.h"], |
| deps = [ |
| "//tensorflow/compiler/xla:array4d", |
| "//tensorflow/compiler/xla:xla_data_proto_cc", |
| "//tensorflow/compiler/xla/service:computation_placer", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core/protobuf/tpu:topology_proto_cc", |
| "//tensorflow/stream_executor/lib", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "tpu_rewrite_device_util_test", |
| size = "small", |
| srcs = ["utils/tpu_rewrite_device_util_test.cc"], |
| deps = [ |
| ":tpu_rewrite_device_util", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "//tensorflow/core/protobuf/tpu:topology_proto_cc", |
| "@llvm-project//llvm:support", |
| ], |
| ) |
| |
| cc_library( |
| name = "device_util", |
| srcs = ["utils/device_util.cc"], |
| hdrs = ["utils/device_util.h"], |
| deps = [ |
| ":tensorflow", |
| "//tensorflow/core:core_cpu_lib", |
| "//tensorflow/core:framework", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "device_util_test", |
| size = "small", |
| srcs = ["utils/device_util_test.cc"], |
| deps = [ |
| ":device_util", |
| "//tensorflow/core:core_cpu_lib", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "dump_mlir_util", |
| srcs = ["utils/dump_mlir_util.cc"], |
| hdrs = ["utils/dump_mlir_util.h"], |
| deps = [ |
| "//tensorflow/core:lib", |
| "//tensorflow/core/platform:logging", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| tf_cc_test( |
| name = "dump_mlir_util_test", |
| size = "small", |
| srcs = ["utils/dump_mlir_util_test.cc"], |
| deps = [ |
| ":dump_mlir_util", |
| "//tensorflow/core:lib", |
| "//tensorflow/core:test", |
| "//tensorflow/core:test_main", |
| "//tensorflow/core/platform:test", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "bridge_logger", |
| srcs = ["utils/bridge_logger.cc"], |
| hdrs = ["utils/bridge_logger.h"], |
| deps = [ |
| ":dump_mlir_util", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| ], |
| ) |
| |
| cc_library( |
| name = "side_effect_analysis", |
| srcs = ["analysis/side_effect_analysis.cc"], |
| hdrs = ["analysis/side_effect_analysis.h"], |
| deps = [ |
| ":tensorflow", |
| ":tensorflow_types", |
| "//tensorflow/compiler/tf2xla:resource_operation_table", |
| "//tensorflow/core:framework", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
| |
| cc_library( |
| name = "xla_sharding_util", |
| srcs = [ |
| "utils/xla_sharding_util.cc", |
| ], |
| hdrs = [ |
| "utils/xla_sharding_util.h", |
| ], |
| deps = [ |
| ":tensorflow", |
| "//tensorflow/compiler/xla:xla_data_proto_cc", |
| "@llvm-project//llvm:support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| ], |
| ) |
