Added MetalArguments for compute task. Showed example of usage in FullyConnected. PiperOrigin-RevId: 336932028 Change-Id: I86e9c4fd967a69ad18cf08b4e0c6acef2f3a681e
307 lines
7.9 KiB
Python
307 lines
7.9 KiB
Python
load("@build_bazel_rules_apple//apple:ios.bzl", "ios_application", "ios_unit_test")
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load(
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"//tensorflow/lite:special_rules.bzl",
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"tflite_ios_lab_runner",
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"tflite_ios_per_kernel_test",
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"tflite_portable_test_suite",
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)
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load(
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"//tensorflow/core/platform:build_config_root.bzl",
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"tf_gpu_tests_tags",
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)
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package(
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default_visibility = ["//visibility:public"],
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licenses = ["notice"], # Apache 2.0
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)
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DEFAULT_COPTS = [
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"-Wno-shorten-64-to-32",
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]
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cc_library(
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name = "api",
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srcs = ["api.cc"],
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hdrs = ["api.h"],
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deps = [
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":compiled_model",
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":compute_task_descriptor",
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":environment",
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":runtime_options",
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"//tensorflow/lite/delegates/gpu/common:model",
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"//tensorflow/lite/delegates/gpu/common:operations",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:status",
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"//tensorflow/lite/delegates/gpu/common:util",
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"//tensorflow/lite/delegates/gpu/metal/kernels",
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"//tensorflow/lite/delegates/gpu/metal/kernels:custom_registry",
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],
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)
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cc_library(
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name = "arguments",
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srcs = ["arguments.cc"],
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hdrs = ["arguments.h"],
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deps = [
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"//tensorflow/lite/delegates/gpu/common:status",
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],
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)
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objc_library(
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name = "buffer_convert",
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srcs = ["buffer_convert.mm"],
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hdrs = ["buffer_convert.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = [
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"Metal",
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],
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deps = [
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":common",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:util",
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],
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)
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objc_library(
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name = "common",
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srcs = ["common.mm"],
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hdrs = ["common.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = [
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"Metal",
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],
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deps = [
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"//tensorflow/lite/delegates/gpu/common:status",
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],
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)
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objc_library(
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name = "common_test_lib",
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testonly = 1,
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srcs = ["common_test.mm"],
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sdk_frameworks = ["XCTest"],
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deps = [
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":common",
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"//tensorflow/lite/delegates/gpu/metal/kernels:test_util",
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],
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)
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ios_unit_test(
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name = "common_test",
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testonly = 1,
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minimum_os_version = "11.0",
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runner = tflite_ios_lab_runner("IOS_LATEST"),
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tags = tf_gpu_tests_tags() + [
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"notap",
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"tflite_not_portable_android",
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],
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deps = [":common_test_lib"],
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)
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cc_library(
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name = "compiled_model",
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srcs = ["compiled_model.cc"],
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hdrs = ["compiled_model.h"],
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deps = [
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":compute_task_descriptor",
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"//tensorflow/lite/delegates/gpu/common:model",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:status",
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"//tensorflow/lite/delegates/gpu/common:types",
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"//tensorflow/lite/delegates/gpu/common:util",
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],
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)
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objc_library(
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name = "compiled_model_test_lib",
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testonly = 1,
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srcs = ["compiled_model_test.mm"],
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sdk_frameworks = ["XCTest"],
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deps = [
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":compiled_model",
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],
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)
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ios_unit_test(
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name = "compiled_model_test",
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testonly = 1,
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minimum_os_version = "11.0",
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runner = tflite_ios_lab_runner("IOS_LATEST"),
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tags = tf_gpu_tests_tags() + [
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"notap",
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"tflite_not_portable_android",
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],
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deps = [":compiled_model_test_lib"],
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)
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objc_library(
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name = "compute_task",
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srcs = ["compute_task.mm"],
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hdrs = ["compute_task.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = ["Metal"],
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deps = [
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":common",
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":compute_task_descriptor",
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":metal_arguments",
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":runtime_options",
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"//tensorflow/lite/delegates/gpu/common:model",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:status",
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"//tensorflow/lite/delegates/gpu/common:types",
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"//tensorflow/lite/delegates/gpu/common:util",
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],
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)
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objc_library(
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name = "compute_task_descriptor",
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srcs = ["compute_task_descriptor.cc"],
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hdrs = ["compute_task_descriptor.h"],
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copts = DEFAULT_COPTS,
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deps = [
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":arguments",
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"//tensorflow/lite/delegates/gpu/common:model",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:types",
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"//tensorflow/lite/delegates/gpu/common:util",
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"//tensorflow/lite/delegates/gpu/metal:runtime_options",
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"@FP16",
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],
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)
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objc_library(
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name = "environment",
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srcs = ["environment.mm"],
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hdrs = ["environment.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = ["Metal"],
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deps = [
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":common",
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# TODO(b/152322289): The following dependency is not needed, but a Bazel
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# bug causes a build failure without an additional dummy dependency.
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"//tensorflow/lite/delegates/gpu/common:convert",
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],
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)
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objc_library(
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name = "inference_context",
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srcs = ["inference_context.mm"],
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hdrs = ["inference_context.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = ["Metal"],
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deps = [
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":compute_task",
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":compute_task_descriptor",
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":runtime_options",
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"//tensorflow/lite/delegates/gpu/common:memory_management",
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"//tensorflow/lite/delegates/gpu/common:model",
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"//tensorflow/lite/delegates/gpu/common:shape",
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"//tensorflow/lite/delegates/gpu/common:status",
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"//tensorflow/lite/delegates/gpu/common:util",
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],
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)
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objc_library(
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name = "inference_context_test_lib",
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testonly = 1,
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srcs = ["inference_context_test.mm"],
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sdk_frameworks = ["XCTest"],
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deps = [
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":inference_context",
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"//tensorflow/lite/delegates/gpu/metal/kernels:test_util",
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],
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)
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ios_unit_test(
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name = "inference_context_test",
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testonly = 1,
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minimum_os_version = "11.0",
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runner = tflite_ios_lab_runner("IOS_LATEST"),
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tags = tf_gpu_tests_tags() + [
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"notap",
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"tflite_not_portable_android",
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],
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deps = [":inference_context_test_lib"],
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)
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objc_library(
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name = "metal_arguments",
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srcs = ["metal_arguments.mm"],
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hdrs = ["metal_arguments.h"],
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copts = DEFAULT_COPTS,
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sdk_frameworks = ["Metal"],
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deps = [
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":arguments",
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"//tensorflow/lite/delegates/gpu/common:status",
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"//tensorflow/lite/delegates/gpu/common:util",
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"@com_google_absl//absl/strings",
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],
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)
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cc_library(
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name = "runtime_options",
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hdrs = ["runtime_options.h"],
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)
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objc_library(
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name = "TestBinary",
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testonly = 1,
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srcs = ["host.m"],
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sdk_frameworks = ["UIKit"],
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)
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# Application for local testing in XCode
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ios_application(
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name = "TestApplication",
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testonly = 1,
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bundle_id = "com.tensorflow.lite.delegates.gpu.metal.ComponentsTests",
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families = [
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"iphone",
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],
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infoplists = ["Info.plist"],
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minimum_os_version = "11.0",
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provisioning_profile = "//tensorflow/lite/delegates/gpu/metal:provisioning_profile.mobileprovision",
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tags = tf_gpu_tests_tags() + [
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"local",
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"notap",
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],
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deps = [":TestBinary"],
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)
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objc_library(
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name = "common_tests_lib",
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testonly = 1,
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srcs = [
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"//tensorflow/lite/delegates/gpu/metal:common_test.mm",
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"//tensorflow/lite/delegates/gpu/metal:compiled_model_test.mm",
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"//tensorflow/lite/delegates/gpu/metal:inference_context_test.mm",
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],
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hdrs = [
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],
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sdk_frameworks = ["XCTest"],
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deps = [
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"//tensorflow/lite/delegates/gpu/metal:common",
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"//tensorflow/lite/delegates/gpu/metal:environment",
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"//tensorflow/lite/delegates/gpu/metal:inference_context",
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"//tensorflow/lite/delegates/gpu/metal:runtime_options",
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"//tensorflow/lite/delegates/gpu/metal/kernels:test_util",
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"@com_google_absl//absl/memory",
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],
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)
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ios_unit_test(
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name = "ComponentsTests",
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minimum_os_version = "11.0",
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runner = tflite_ios_lab_runner("IOS_LATEST"),
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tags = tf_gpu_tests_tags() + ["notap"],
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test_host = ":TestApplication",
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deps = [
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":common_tests_lib",
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"//tensorflow/lite/delegates/gpu/metal/kernels:kernel_tests_lib",
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],
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)
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tflite_portable_test_suite()
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tflite_ios_per_kernel_test()
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