| load("@llvm-project//mlir:tblgen.bzl", "gentbl_cc_library", "td_library") |
| load("//tensorflow/core/platform:build_config.bzl", "tf_proto_library") |
| load("//tensorflow:tensorflow.bzl", "if_google", "tf_cc_binary") |
| load("@tf_runtime//:build_defs.bzl", "tfrt_cc_library") |
| |
| # TF to TFRT kernels conversion. |
| package( |
| default_visibility = [":friends"], |
| licenses = ["notice"], |
| ) |
| |
| package_group( |
| name = "friends", |
| packages = [ |
| "//tensorflow/compiler/...", |
| "//tensorflow/core/runtime_fallback/...", |
| "//tensorflow/core/tfrt/eager/...", |
| "//tensorflow/core/tfrt/experimental/data/...", |
| "//tensorflow/core/tfrt/saved_model/...", |
| ] + if_google([ |
| "//learning/brain/experimental/mlir/tflite/tfmrt/...", |
| "//learning/brain/experimental/mlir/tfrt_compiler/...", |
| "//learning/brain/experimental/tfrt/...", |
| "//learning/serving/contrib/tfrt/mlir/...", |
| # Allow visibility from the mlir language server. |
| "//learning/brain/mlir/mlir_lsp_server/...", |
| "//third_party/tf_runtime_google/...", |
| ]), |
| ) |
| |
| exports_files(["run_lit.sh"]) |
| |
| td_library( |
| name = "tf_cpurt_ops_td_files", |
| srcs = ["jit/opdefs/tf_cpurt_ops.td"], |
| deps = [ |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_td_files", |
| "@llvm-project//mlir:OpBaseTdFiles", |
| "@llvm-project//mlir:SideEffectTdFiles", |
| "@tf_runtime//:OpBaseTdFiles", |
| "@tf_runtime//:compiler_td_files", |
| "@tf_runtime//backends/cpu:cpurt_ops_td_files", |
| ], |
| ) |
| |
| gentbl_cc_library( |
| name = "tf_cpurt_ops_inc_gen", |
| tbl_outs = [ |
| ( |
| ["-gen-op-decls"], |
| "tf_cpurt_ops.h.inc", |
| ), |
| ( |
| ["-gen-op-defs"], |
| "tf_cpurt_ops.cc.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "jit/opdefs/tf_cpurt_ops.td", |
| deps = [":tf_cpurt_ops_td_files"], |
| ) |
| |
| gentbl_cc_library( |
| name = "tf_cpurt_passes_inc_gen", |
| tbl_outs = [ |
| ( |
| [ |
| "-gen-pass-decls", |
| "-name=TFCPURT", |
| ], |
| "jit/tf_cpurt_passes.h.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "jit/tf_cpurt_passes.td", |
| deps = ["@llvm-project//mlir:PassBaseTdFiles"], |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt_opdefs", |
| srcs = ["jit/opdefs/tf_cpurt_ops.cc"], |
| hdrs = ["jit/opdefs/tf_cpurt_ops.h"], |
| deps = [ |
| ":tf_cpurt_ops_inc_gen", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_opdefs", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:SideEffects", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:compiler_tfrt_op_interfaces", |
| "@tf_runtime//:compiler_tfrt_traits", |
| "@tf_runtime//:tensor_opdefs", |
| "@tf_runtime//backends/cpu:cpurt_opdefs", |
| ], |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt_registration", |
| srcs = ["jit/tf_cpurt_registration.cc"], |
| hdrs = ["jit/tf_cpurt_registration.h"], |
| deps = [ |
| ":tf_cpurt_opdefs", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "tf_cpurt_passes", |
| srcs = ["jit/tf_cpurt_passes.cc"], |
| hdrs = ["jit/tf_cpurt_passes.h"], |
| deps = [ |
| ":tf_cpurt_clustering", |
| ":tf_cpurt_passes_inc_gen", |
| "//tensorflow/compiler/mlir/hlo", |
| "//tensorflow/compiler/mlir/hlo:all_passes", |
| "//tensorflow/compiler/mlir/hlo:legalize_to_linalg", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_ops", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_passes", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_types", |
| "//tensorflow/compiler/mlir/tools/kernel_gen/transforms:passes", |
| "//tensorflow/compiler/mlir/xla:xla_legalize_tf", |
| "@llvm-project//llvm:Support", |
| "@llvm-project//mlir:Async", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:LinalgTransforms", |
| "@llvm-project//mlir:MemRefDialect", |
| "@llvm-project//mlir:MemRefTransforms", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:ShapeToStandard", |
| "@llvm-project//mlir:ShapeTransforms", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:StandardOpsTransforms", |
| "@llvm-project//mlir:TensorTransforms", |
| "@llvm-project//mlir:Transforms", |
| ], |
| alwayslink = 1, |
| ) |
| |
| gentbl_cc_library( |
| name = "tf_cpurt_test_passes_inc_gen", |
| tbl_outs = [ |
| ( |
| [ |
| "-gen-pass-decls", |
| "-name=TFCPURTTest", |
| ], |
| "jit/tf_cpurt_test_passes.h.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "jit/tf_cpurt_test_passes.td", |
| deps = ["@llvm-project//mlir:PassBaseTdFiles"], |
| ) |
| |
| cc_library( |
| name = "tf_cpurt_test_passes", |
| srcs = ["jit/tf_cpurt_test_passes.cc"], |
| hdrs = ["jit/tf_cpurt_test_passes.h"], |
| deps = [ |
| ":tf_cpurt_clustering", |
| ":tf_cpurt_test_passes_inc_gen", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_passes", |
| "@llvm-project//llvm:Support", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt", |
| hdrs = ["jit/tf_cpurt.h"], |
| deps = [ |
| "//tensorflow/core:framework", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/runtime_fallback/util:type_util", |
| "//tensorflow/core/tfrt/utils:fallback_tensor", |
| "@llvm-project//llvm:Support", |
| "@llvm-project//mlir:mlir_c_runner_utils", |
| "@tf_runtime//:dtype", |
| ], |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt_clustering", |
| srcs = ["jit/tf_cpurt_clustering.cc"], |
| hdrs = ["jit/tf_cpurt_clustering.h"], |
| deps = [ |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_ops", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_passes", |
| "@llvm-project//llvm:Support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| "@tf_runtime//backends/cpu:cpurt_support", |
| ], |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt_kernels", |
| srcs = ["jit/tf_cpurt_kernels.cc"], |
| alwayslink_static_registration_src = "jit/tf_cpurt_kernels_registration.cc", |
| deps = [ |
| ":tf_cpurt", |
| ":tf_cpurt_passes", |
| ":tf_cpurt_request_context", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/core:framework", |
| "//tensorflow/core/platform:dynamic_annotations", |
| "//tensorflow/core/profiler/lib:traceme", |
| "//tensorflow/core/runtime_fallback/kernel:kernel_fallback_compat_request_state", |
| "//tensorflow/core/tfrt/utils:fallback_tensor", |
| "@llvm-project//mlir:Async", |
| "@llvm-project//mlir:ExecutionEngine", |
| "@llvm-project//mlir:ExecutionEngineUtils", |
| "@llvm-project//mlir:mlir_async_runtime_api", |
| "@tf_runtime//:dtype", |
| "@tf_runtime//:hostcontext", |
| "@tf_runtime//:support", |
| "@tf_runtime//:tensor", |
| "@tf_runtime//:tracing", |
| "@tf_runtime//backends/cpu:async_runtime", |
| "@tf_runtime//backends/cpu:async_runtime_api", |
| "@tf_runtime//backends/cpu:cpurt", |
| ], |
| ) |
| |
| tfrt_cc_library( |
| name = "tf_cpurt_request_context", |
| srcs = ["jit/tf_cpurt_request_context.cc"], |
| hdrs = ["jit/tf_cpurt_request_context.h"], |
| # copybara:uncomment compatible_with = ["//buildenv/target:gce"], |
| deps = [ |
| "//tensorflow/core/platform:status", |
| "@tf_runtime//:hostcontext", |
| "@tf_runtime//backends/cpu:cpurt", |
| ], |
| ) |
| |
| td_library( |
| name = "runtime_fallback_ops_td_files", |
| srcs = [ |
| "runtime_fallback/runtime_fallback_ops.td", |
| ], |
| deps = [ |
| "@llvm-project//mlir:OpBaseTdFiles", |
| "@llvm-project//mlir:SideEffectTdFiles", |
| "@tf_runtime//:OpBaseTdFiles", |
| ], |
| ) |
| |
| gentbl_cc_library( |
| name = "runtime_fallback_ops_inc_gen", |
| tbl_outs = [ |
| ( |
| ["-gen-op-decls"], |
| "runtime_fallback_ops.h.inc", |
| ), |
| ( |
| ["-gen-op-defs"], |
| "runtime_fallback_ops.cc.inc", |
| ), |
| ], |
| tblgen = "@llvm-project//mlir:mlir-tblgen", |
| td_file = "runtime_fallback/runtime_fallback_ops.td", |
| deps = [":runtime_fallback_ops_td_files"], |
| ) |
| |
| cc_library( |
| name = "runtime_fallback_opdefs", |
| srcs = [ |
| "runtime_fallback/runtime_fallback_combine.cc", |
| "runtime_fallback/runtime_fallback_ops.cc", |
| ], |
| hdrs = [ |
| "runtime_fallback/runtime_fallback_ops.h", |
| ], |
| deps = [ |
| ":runtime_fallback_ops_inc_gen", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:SideEffects", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:tensor_opdefs", |
| ], |
| ) |
| |
| cc_library( |
| name = "corert_converter", |
| srcs = [ |
| "transforms/corert_converter.cc", |
| ], |
| hdrs = [ |
| "transforms/corert_converter.h", |
| ], |
| deps = [ |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_analysis", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_types", |
| "//tensorflow/core:framework", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Transforms", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:core_runtime_opdefs", |
| "@tf_runtime//:distributed_kernels_opdefs", |
| ], |
| ) |
| |
| cc_library( |
| name = "fallback_converter", |
| srcs = [ |
| "transforms/fallback_converter.cc", |
| ], |
| hdrs = [ |
| "transforms/fallback_converter.h", |
| ], |
| deps = [ |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_types", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_async_opdefs", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_opdefs", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Transforms", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:core_runtime_opdefs", |
| ], |
| ) |
| |
| cc_library( |
| name = "tf_to_tfrt", |
| srcs = [ |
| "transforms/cross_device_transfer.cc", |
| "transforms/deduplicate_batch_function.cc", |
| "transforms/insert_tensor_copy.cc", |
| "transforms/lower_saved_model.cc", |
| "transforms/merge_tf_if_ops.cc", |
| "transforms/optimize_tf_control_flow_side_effect.cc", |
| "transforms/remote_run_encapsulate.cc", |
| "transforms/remove_device_attribute.cc", |
| "transforms/remove_tf_if_const_args.cc", |
| "transforms/reorder_assert.cc", |
| "transforms/set_shape_invariant_in_while_ops.cc", |
| "transforms/tf_to_tfrt.cc", |
| "transforms/tpu_passes.h", |
| ], |
| hdrs = [ |
| "transforms/passes.h", |
| ], |
| deps = [ |
| ":corert_converter", |
| ":cost_analysis", |
| ":fallback_converter", |
| ":tensor_array_side_effect_analysis", |
| ":tf_cpurt_opdefs", |
| ":tf_cpurt_passes", |
| ":tf_cpurt_clustering", |
| "@llvm-project//llvm:Support", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Support", |
| "@llvm-project//mlir:Transforms", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:bridge_logger", |
| "//tensorflow/compiler/mlir/tensorflow:convert_tensor", |
| "//tensorflow/compiler/mlir/tensorflow:device_util", |
| "//tensorflow/compiler/mlir/tensorflow:serialize_mlir_module_utils", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_analysis", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_ops", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_opdefs", |
| "//tensorflow/core:framework", |
| "//tensorflow/core/platform:tstring", |
| "//tensorflow/core/runtime_fallback:tfrt_fallback_async_opdefs", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:core_runtime_opdefs", |
| "@tf_runtime//:distributed_kernels_opdefs", |
| "@tf_runtime//backends/cpu:cpurt_opdefs", |
| "@tf_runtime//:stream_analysis", |
| "@tf_runtime//:test_kernels_opdefs", |
| ] + if_google([ |
| # TODO(tfrt-devs): Move out of experimental. |
| "//tensorflow/compiler/mlir/tfrt/experimental:tf_to_corert_tpu", |
| ]), |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tf_to_tfrt_data", |
| srcs = [ |
| "transforms/tf_to_tfrt_data.cc", |
| ], |
| hdrs = [ |
| "transforms/tf_to_tfrt_data.h", |
| ], |
| deps = [ |
| ":tf_to_tfrt", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:convert_graphdef", |
| "//tensorflow/compiler/mlir/tensorflow:error_util", |
| "//tensorflow/compiler/mlir/tensorflow:mlir_roundtrip_flags", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_types", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:errors", |
| "//tensorflow/core/platform:status", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Transforms", |
| "@tf_runtime//:basic_kernels_opdefs", |
| "@tf_runtime//:data_opdefs", |
| "@tf_runtime//:mlirtobef", |
| "@tf_runtime//:support", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "function", |
| srcs = [ |
| "function/function.cc", |
| ], |
| hdrs = [ |
| "function/function.h", |
| ], |
| deps = [ |
| ":tf_to_tfrt", |
| ":tfrt_compile_options", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:convert_graphdef", |
| "//tensorflow/compiler/mlir/tensorflow:dump_mlir_util", |
| "//tensorflow/compiler/mlir/tensorflow:error_util", |
| "//tensorflow/compiler/mlir/tensorflow:translate_lib", |
| "//tensorflow/core/platform:status", |
| "@com_google_absl//absl/container:flat_hash_map", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "@tf_runtime//:core_runtime", |
| "@tf_runtime//:hostcontext", |
| "@tf_runtime//:mlirtobef", |
| "@tf_runtime//:support", |
| "@tf_runtime//:tensor", |
| ], |
| ) |
| |
| cc_library( |
| name = "saved_model", |
| srcs = [ |
| "saved_model/saved_model.cc", |
| ], |
| hdrs = [ |
| "saved_model/saved_model.h", |
| ], |
| deps = [ |
| ":tf_to_tfrt", |
| "@com_google_absl//absl/container:flat_hash_map", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:StandardOps", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:convert_graphdef", |
| "//tensorflow/compiler/mlir/tensorflow:convert_type", |
| "//tensorflow/compiler/mlir/tensorflow:dump_mlir_util", |
| "//tensorflow/compiler/mlir/tensorflow:error_util", |
| "//tensorflow/compiler/mlir/tensorflow:tf_dialect_passes", |
| "//tensorflow/compiler/mlir/tensorflow:translate_lib", |
| "//tensorflow/core:framework", |
| "//tensorflow/core:protos_all_cc", |
| "//tensorflow/core/platform:status", |
| "@tf_runtime//:core_runtime", |
| "@tf_runtime//:hostcontext", |
| "@tf_runtime//:mlirtobef", |
| "@tf_runtime//:support", |
| "@tf_runtime//:tensor", |
| ] + if_google([ |
| "//tensorflow/compiler/mlir/tfrt/experimental:tf_to_corert_tpu", |
| ]), |
| ) |
| |
| cc_library( |
| name = "import_model", |
| srcs = [ |
| "translate/import_model.cc", |
| ], |
| hdrs = [ |
| "translate/import_model.h", |
| ], |
| visibility = [ |
| # copybara:uncomment "//learning/brain/experimental/tfrt/visualization:__pkg__", |
| "//tensorflow/compiler/mlir/tfrt/tests/saved_model:__pkg__", |
| "//tensorflow/core/tfrt/eager:__pkg__", |
| "//tensorflow/core/tfrt/saved_model:__pkg__", |
| ], |
| deps = [ |
| ":function", |
| ":tf_to_tfrt", |
| ":tfrt_compile_options", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Support", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:convert_graphdef", |
| "//tensorflow/compiler/mlir/tensorflow:dump_mlir_util", |
| "//tensorflow/compiler/mlir/tensorflow:error_util", |
| "//tensorflow/core:framework", |
| "//tensorflow/core/common_runtime:function_body", |
| "//tensorflow/core/common_runtime:function_def_utils", |
| "//tensorflow/core/platform:status", |
| "@tf_runtime//:mlirtobef", |
| "@tf_runtime//:support", |
| ] + if_google([ |
| "//tensorflow/compiler/mlir/tfrt/experimental:tf_to_corert_tpu", |
| ]), |
| ) |
| |
| cc_library( |
| name = "tfrt_compile_options", |
| hdrs = ["translate/tfrt_compile_options.h"], |
| ) |
| |
| cc_library( |
| name = "convert_xla_gpu", |
| srcs = [ |
| "translate/convert_xla_gpu.cc", |
| ], |
| hdrs = [ |
| "translate/convert_xla_gpu.h", |
| ], |
| tags = [ |
| "gpu", |
| "no_oss", |
| ], |
| visibility = [ |
| # copybara:uncomment "//learning/brain/experimental/tfrt/jax:__subpackages__", |
| "//platforms/xla/tests/gpu:__pkg__", |
| ], |
| deps = [ |
| "//tensorflow/compiler/mlir/tfrt/transforms/lhlo_gpu_to_tfrt_gpu:pass", |
| "//tensorflow/compiler/mlir/xla:mhlo_to_lhlo_with_xla", |
| "//tensorflow/compiler/xla/service:hlo", |
| "//tensorflow/core/platform:errors", |
| "//tensorflow/core/platform:statusor", |
| "@llvm-project//mlir:AllPassesAndDialects", |
| "@llvm-project//mlir:GPUTransforms", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Pass", |
| "@llvm-project//mlir:Transforms", |
| "@tf_runtime//:befexecutor", |
| "@tf_runtime//:init_tfrt_dialects", |
| "@tf_runtime//:mlirtobef_translate", |
| "@tf_runtime//backends/gpu:gpu_opdefs", |
| "@tf_runtime//backends/gpu:gpu_system", |
| ], |
| ) |
| |
| cc_library( |
| name = "cost_analysis", |
| srcs = ["analysis/cost_analysis.cc"], |
| hdrs = ["analysis/cost_analysis.h"], |
| deps = [ |
| "//tensorflow/compiler/mlir/tensorflow", |
| "@com_google_absl//absl/container:flat_hash_map", |
| "@com_google_absl//absl/strings", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "test_cost_analysis_pass", |
| srcs = ["analysis/test_cost_analysis_pass.cc"], |
| deps = [ |
| ":cost_analysis", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "tensor_array_side_effect_analysis", |
| srcs = ["analysis/tensor_array_side_effect_analysis.cc"], |
| hdrs = ["analysis/tensor_array_side_effect_analysis.h"], |
| deps = [ |
| "//tensorflow/compiler/mlir/tensorflow", |
| "@llvm-project//mlir:IR", |
| ], |
| ) |
| |
| cc_library( |
| name = "test_tensor_array_side_effect_analysis", |
| srcs = ["analysis/test_tensor_array_side_effect_analysis.cc"], |
| deps = [ |
| ":tensor_array_side_effect_analysis", |
| "@llvm-project//mlir:Pass", |
| ], |
| alwayslink = 1, |
| ) |
| |
| cc_library( |
| name = "compatibility_analysis", |
| srcs = [ |
| "analysis/compatibility_analysis.cc", |
| ], |
| hdrs = [ |
| "analysis/compatibility_analysis.h", |
| ], |
| deps = [ |
| ":analysis/analysis_proto_cc", |
| ":tf_to_tfrt", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:tensorflow_types", |
| "//tensorflow/core:lib_proto_parsing", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:StandardOps", |
| "@llvm-project//mlir:Translation", |
| ], |
| alwayslink = 1, |
| ) |
| |
| tf_proto_library( |
| name = "analysis/analysis_proto", |
| srcs = ["analysis/analysis.proto"], |
| cc_api_version = 2, |
| ) |
| |
| cc_library( |
| name = "passes", |
| visibility = [ |
| ":__subpackages__", |
| ], |
| deps = [ |
| "//tensorflow/compiler/mlir/tfrt:tf_cpurt_passes", |
| "//tensorflow/compiler/mlir/tfrt:tf_cpurt_test_passes", |
| "//tensorflow/compiler/mlir/tfrt:tf_to_tfrt", |
| "//tensorflow/compiler/mlir/tfrt:tf_to_tfrt_data", |
| ] + if_google([ |
| "//tensorflow/compiler/mlir/tfrt/experimental:tf_to_corert_tpu", |
| ]), |
| ) |
| |
| tf_cc_binary( |
| name = "tf-tfrt-opt", |
| srcs = ["tf-tfrt-opt.cc"], |
| deps = [ |
| ":passes", |
| ":test_cost_analysis_pass", |
| ":test_tensor_array_side_effect_analysis", |
| ":tf_cpurt_passes", |
| ":tf_cpurt_test_passes", |
| ":tf_to_tfrt", |
| "//tensorflow/compiler/mlir:init_mlir", |
| "//tensorflow/compiler/mlir:passes", |
| "//tensorflow/compiler/mlir/lite:tensorflow_lite", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:tf_graph_optimization_pass", |
| "//tensorflow/core:lib", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_async_opdefs", |
| "//tensorflow/core/runtime_fallback/opdefs:tfrt_fallback_opdefs", |
| "@llvm-project//mlir:AllPassesAndDialects", |
| "@llvm-project//mlir:MlirOptLib", |
| "@llvm-project//mlir:Shape", |
| "@tf_runtime//:init_tfrt_dialects", |
| "@tf_runtime//:print_stream_pass", |
| ], |
| ) |
| |
| tf_cc_binary( |
| name = "lhlo-tfrt-opt", |
| srcs = ["lhlo-tfrt-opt.cc"], |
| tags = [ |
| "gpu", |
| "no_oss", |
| ], |
| deps = [ |
| "//tensorflow/compiler/mlir:init_mlir", |
| "//tensorflow/compiler/mlir:passes", |
| "//tensorflow/compiler/mlir/hlo:lhlo", |
| "//tensorflow/compiler/mlir/hlo:lhlo_gpu", |
| "//tensorflow/compiler/mlir/tensorflow", |
| "//tensorflow/compiler/mlir/tensorflow:tf_graph_optimization_pass", |
| "//tensorflow/compiler/mlir/tfrt/transforms/lhlo_gpu_to_tfrt_gpu:passes", |
| "@llvm-project//mlir:AllPassesAndDialects", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:MlirOptLib", |
| "@tf_runtime//:init_tfrt_dialects", |
| "@tf_runtime//backends/gpu:gpu_opdefs", |
| ], |
| ) |
| |
| tf_cc_binary( |
| name = "tfrt_translate", |
| srcs = ["tools/tfrt_translate/static_registration.cc"], |
| visibility = [":friends"], |
| deps = [ |
| ":tf_cpurt_registration", |
| "@llvm-project//mlir:IR", |
| "@llvm-project//mlir:Translation", |
| "@tf_runtime//:beftomlir_translate", |
| "@tf_runtime//:init_tfrt_dialects", |
| "@tf_runtime//:mlirtobef_translate", |
| ] + if_google( |
| ["//third_party/tf_runtime_llvm:tfrt_translate_main"], |
| ["@tf_runtime//third_party/llvm_derived:tfrt_translate_main"], |
| ), |
| ) |
| |
| tf_cc_binary( |
| name = "bef_executor", |
| testonly = True, |
| visibility = [":friends"], |
| deps = [ |
| ":tf_cpurt_kernels_alwayslink", |
| "@tf_runtime//:dtype", |
| "@tf_runtime//:simple_tracing_sink_alwayslink", |
| "@tf_runtime//tools:bef_executor_expensive_kernels", |
| "@tf_runtime//tools:bef_executor_jit_kernels", |
| "@tf_runtime//tools:bef_executor_lib", |
| "@tf_runtime//tools:bef_executor_lightweight_kernels", |
| ], |
| ) |
