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mediapipe/mediapipe/tasks/cc/core/BUILD

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# Copyright 2022 The MediaPipe Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
load("@org_tensorflow//tensorflow/lite/core/shims:cc_library_with_tflite.bzl", "cc_library_with_tflite", "cc_test_with_tflite")
package(default_visibility = ["//mediapipe/tasks:internal"])
licenses(["notice"])
cc_library(
name = "base_options",
srcs = ["base_options.cc"],
hdrs = ["base_options.h"],
visibility = ["//visibility:public"],
deps = [
":mediapipe_builtin_op_resolver",
"//mediapipe/calculators/tensor:inference_calculator_cc_proto",
"//mediapipe/tasks/cc/core/proto:acceleration_cc_proto",
"//mediapipe/tasks/cc/core/proto:base_options_cc_proto",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"@com_google_absl//absl/memory",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
],
)
cc_library(
name = "external_file_handler",
srcs = ["external_file_handler.cc"],
hdrs = ["external_file_handler.h"],
deps = [
"//mediapipe/framework/port:integral_types",
"//mediapipe/framework/port:status",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
],
)
cc_library(
name = "mediapipe_builtin_op_resolver",
srcs = ["mediapipe_builtin_op_resolver.cc"],
hdrs = ["mediapipe_builtin_op_resolver.h"],
deps = [
"//mediapipe/util/tflite/operations:landmarks_to_transform_matrix",
"//mediapipe/util/tflite/operations:max_pool_argmax",
"//mediapipe/util/tflite/operations:max_unpooling",
"//mediapipe/util/tflite/operations:transform_landmarks",
"//mediapipe/util/tflite/operations:transform_tensor_bilinear",
"//mediapipe/util/tflite/operations:transpose_conv_bias",
"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
],
)
# TODO: Switch to use cc_library_with_tflite after the MediaPipe InferenceCalculator
# supports TFLite-in-GMSCore.
cc_library(
name = "model_task_graph",
srcs = ["model_task_graph.cc"],
hdrs = ["model_task_graph.h"],
deps = [
":model_asset_bundle_resources",
":model_resources",
":model_resources_cache",
":model_resources_calculator",
"//mediapipe/calculators/tensor:inference_calculator_cc_proto",
"//mediapipe/framework:calculator_cc_proto",
"//mediapipe/framework:calculator_framework",
"//mediapipe/framework:subgraph",
"//mediapipe/framework/api2:builder",
"//mediapipe/framework/api2:port",
"//mediapipe/framework/port:logging",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:acceleration_cc_proto",
"//mediapipe/tasks/cc/core/proto:base_options_cc_proto",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/core/proto:inference_subgraph_cc_proto",
"//mediapipe/tasks/cc/core/proto:model_resources_calculator_cc_proto",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
],
)
# TODO: Enable this test
cc_library_with_tflite(
name = "model_resources",
srcs = ["model_resources.cc"],
hdrs = ["model_resources.h"],
tflite_deps = [
"@org_tensorflow//tensorflow/lite/core/shims:builtin_ops",
"@org_tensorflow//tensorflow/lite/core/shims:framework_stable",
"@org_tensorflow//tensorflow/lite/core/shims:verifier",
],
deps = [
":external_file_handler",
"//mediapipe/framework/api2:packet",
"//mediapipe/framework/port:status",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/metadata:metadata_extractor",
"//mediapipe/util:resource_util",
"//mediapipe/util:resource_util_custom",
"//mediapipe/util/tflite:error_reporter",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@org_tensorflow//tensorflow/lite/core/api:error_reporter",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_test_with_tflite(
name = "model_resources_test",
srcs = ["model_resources_test.cc"],
data = [
"//mediapipe/tasks/testdata/core:test_models",
],
tflite_deps = [
":model_resources",
"@org_tensorflow//tensorflow/lite/core/shims:cc_shims_test_util",
"@org_tensorflow//tensorflow/lite/core/shims:builtin_ops",
"@org_tensorflow//tensorflow/lite/core/shims:framework_stable",
],
deps = [
":utils",
"//mediapipe/framework/api2:packet",
"//mediapipe/framework/port:gtest_main",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/metadata:metadata_extractor",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:cord",
"@org_tensorflow//tensorflow/lite:mutable_op_resolver",
"@org_tensorflow//tensorflow/lite/c:common",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_library_with_tflite(
name = "model_resources_cache",
srcs = ["model_resources_cache.cc"],
hdrs = ["model_resources_cache.h"],
tflite_deps = [
":model_resources",
"@org_tensorflow//tensorflow/lite/core/shims:builtin_ops",
],
deps = [
":model_asset_bundle_resources",
"//mediapipe/framework:calculator_framework",
"//mediapipe/framework/api2:packet",
"//mediapipe/tasks/cc:common",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_library_with_tflite(
name = "model_resources_calculator",
srcs = ["model_resources_calculator.cc"],
tflite_deps = [
":model_resources",
":model_resources_cache",
],
deps = [
"//mediapipe/framework:calculator_framework",
"//mediapipe/framework/api2:node",
"//mediapipe/framework/api2:port",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/core/proto:model_resources_calculator_cc_proto",
"//mediapipe/tasks/cc/metadata:metadata_extractor",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
alwayslink = 1,
)
cc_test_with_tflite(
name = "model_resources_calculator_test",
srcs = ["model_resources_calculator_test.cc"],
data = [
"//mediapipe/tasks/testdata/core:test_models",
],
tflite_deps = [
":model_resources",
":model_resources_cache",
":model_resources_calculator",
"@org_tensorflow//tensorflow/lite/core/shims:cc_shims_test_util",
],
deps = [
"//mediapipe/framework/port:gtest_main",
"//mediapipe/framework/port:parse_text_proto",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/core/proto:model_resources_calculator_cc_proto",
"//mediapipe/tasks/cc/metadata:metadata_extractor",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_library_with_tflite(
name = "task_runner",
srcs = ["task_runner.cc"],
hdrs = ["task_runner.h"],
tflite_deps = [
":model_resources",
":model_resources_cache",
":model_resources_calculator",
],
deps = [
"//mediapipe/framework:calculator_cc_proto",
"//mediapipe/framework:calculator_framework",
"//mediapipe/framework/port:status",
"//mediapipe/framework/tool:name_util",
"//mediapipe/tasks/cc:common",
"@com_google_absl//absl/base:core_headers",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/memory",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/synchronization",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_test_with_tflite(
name = "task_runner_test",
srcs = ["task_runner_test.cc"],
data = [
"//mediapipe/tasks/testdata/core:test_models",
],
tflite_deps = [
":task_runner",
":model_resources",
":model_resources_cache",
"@org_tensorflow//tensorflow/lite/core/shims:cc_shims_test_util",
],
deps = [
"//mediapipe/calculators/core:pass_through_calculator",
"//mediapipe/calculators/core:side_packet_to_stream_calculator",
"//mediapipe/framework:calculator_cc_proto",
"//mediapipe/framework:packet",
"//mediapipe/framework/port:gtest_main",
"//mediapipe/framework/port:parse_text_proto",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
],
)
cc_library(
name = "base_task_api",
hdrs = ["base_task_api.h"],
deps = [
":task_runner",
"//mediapipe/calculators/core:flow_limiter_calculator",
],
)
cc_library(
name = "task_api_factory",
hdrs = ["task_api_factory.h"],
deps = [
":base_task_api",
":model_resources",
":task_runner",
":utils",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:base_options_cc_proto",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/core/proto:inference_subgraph_cc_proto",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@org_tensorflow//tensorflow/lite/core/api:op_resolver",
],
)
cc_library(
name = "utils",
srcs = ["utils.cc"],
hdrs = ["utils.h"],
visibility = ["//mediapipe/framework:mediapipe_internal"],
deps = [
"//mediapipe/calculators/core:flow_limiter_calculator_cc_proto",
"//mediapipe/framework:calculator_cc_proto",
"//mediapipe/framework/api2:builder",
"//mediapipe/tasks/metadata:metadata_schema_cc",
"@com_google_absl//absl/strings",
"@flatbuffers//:runtime_cc",
],
)
cc_library(
name = "model_asset_bundle_resources",
srcs = ["model_asset_bundle_resources.cc"],
hdrs = ["model_asset_bundle_resources.h"],
deps = [
":external_file_handler",
"//mediapipe/framework/port:status",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/metadata/utils:zip_utils",
"//mediapipe/util:resource_util",
"@com_google_absl//absl/container:flat_hash_map",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:str_format",
],
)
cc_test(
name = "model_asset_bundle_resources_test",
srcs = ["model_asset_bundle_resources_test.cc"],
data = [
"//mediapipe/tasks/testdata/core:test_models",
],
deps = [
":model_asset_bundle_resources",
":model_resources",
":utils",
"//mediapipe/framework/port:gtest_main",
"//mediapipe/framework/port:status",
"//mediapipe/tasks/cc:common",
"//mediapipe/tasks/cc/core/proto:external_file_cc_proto",
"//mediapipe/tasks/cc/metadata/utils:zip_utils",
"@org_tensorflow//tensorflow/lite/c:common",
],
)
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