wehub-resource-sync
801 lines
21 KiB
Python
801 lines
21 KiB
Python
load("@rules_cc//cc:cc_library.bzl", "cc_library")
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load("@rules_cc//cc:cc_test.bzl", "cc_test")
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load("@xla//third_party/rules_python/python:py_binary.bzl", "py_binary")
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load("@xla//third_party/rules_python/python:py_library.bzl", "py_library")
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load(
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"//tensorflow:tensorflow.bzl",
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"tf_cc_binary",
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"tf_cc_test",
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)
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load("//tensorflow:tensorflow.default.bzl", "pybind_extension")
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load("//tensorflow/core/platform:build_config_root.bzl", "if_pywrap")
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load(
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"//tensorflow/lite:build_def.bzl",
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"tflite_custom_android_library",
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"tflite_custom_cc_library",
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)
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load("//tensorflow/lite:special_rules.bzl", "tflite_portable_test_suite")
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load(
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"//tensorflow/lite/testing:build_def.bzl",
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"delegate_suffix",
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"gen_zip_test",
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"gen_zipped_test_file",
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"generated_test_models_all",
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)
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load("//tensorflow/lite/testing:tflite_model_test.bzl", "tflite_model_test")
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# copybara:uncomment(oss-unused) load("//tools/build_defs/build_test:build_test.bzl", "build_test")
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package(
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# copybara:uncomment default_applicable_licenses = ["//tensorflow:LICENSE"],
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default_visibility = [
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"//visibility:public",
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],
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licenses = ["notice"],
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)
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exports_files([
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"build_def.bzl",
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"generated_examples_zip_test.cc",
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"tflite_diff_example_test.cc",
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"init_tensorflow.h",
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"init_tensorflow.cc",
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])
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_test_size_override = {
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# copybara:comment_begin(oss-only)
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"merged_models_with-flex_6": "large",
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"merged_models_with-flex_9": "large",
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# copybara:comment_end
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}
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[gen_zip_test(
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name = "zip_test_%s%s" % (
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test_name,
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delegate_suffix(delegate),
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),
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size = _test_size_override.get(test_name, "medium"),
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srcs = ["generated_examples_zip_test.cc"],
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args = args + select({
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"//tensorflow:android": [],
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"//conditions:default": [
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"--zip_file_path=$(location :zip_%s%s)" % (
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test_name,
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delegate_suffix(delegate),
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),
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# TODO(angerson) We may be able to add an external unzip binary instead
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# of relying on an existing one for OSS builds.
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#"--unzip_binary_path=/usr/bin/unzip",
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],
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}),
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conversion_mode = conversion_mode,
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# copybara:uncomment_begin(no special handling for Android in OSS)
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# data = select({
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# "//tensorflow:android": [],
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# "//conditions:default": [
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# ":zip_%s%s" % (
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# test_name,
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# delegate_suffix(delegate),
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# ),
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# "//third_party/unzip",
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# ],
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# }),
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# copybara:uncomment_end_and_comment_begin
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data = [":zip_%s%s" % (
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test_name,
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delegate_suffix(delegate),
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)],
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# copybara:comment_end
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delegate = delegate,
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tags = tags + [
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"gen_zip_test",
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"tflite_not_portable_intentional",
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],
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test_name = test_name,
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deps = [
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":parse_testdata_lib",
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":tflite_driver",
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":tflite_driver_delegate_providers",
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":util",
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"//tensorflow/lite:builtin_op_data",
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"//tensorflow/lite:framework",
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"//tensorflow/lite:string",
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"//tensorflow/lite/kernels:builtin_ops",
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"@com_google_absl//absl/status",
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"@com_google_absl//absl/strings",
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"@com_google_googletest//:gtest",
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"@com_googlesource_code_re2//:re2",
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] + select({
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"//conditions:default": [
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"@tsl//tsl/platform:env",
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"@tsl//tsl/platform:status",
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"@xla//xla/tsl/platform:subprocess",
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"@xla//xla/tsl/util:command_line_flags",
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],
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"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib",
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"//tensorflow/core:portable_tensorflow_test_lib",
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],
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}),
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) for conversion_mode, delegate, test_name, tags, args in generated_test_models_all()]
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test_suite(
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name = "generated_zip_tests",
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tags = [
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"gen_zip_test",
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],
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)
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py_library(
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name = "mlir_convert",
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srcs = ["mlir_convert.py"],
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data = [
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"//tensorflow/compiler/mlir/lite:tf_tfl_translate",
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],
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strict_deps = True,
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deps = [
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":zip_test_utils",
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"//tensorflow/lite/python:lite",
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"//tensorflow/lite/python:test_util",
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"//tensorflow/python/platform:resource_loader",
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"//tensorflow/python/saved_model:signature_constants",
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"//third_party/py/numpy",
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],
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)
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py_library(
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name = "op_tests",
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srcs = glob(["op_tests/*.py"]),
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strict_deps = True,
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deps = [
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":zip_test_utils",
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"//third_party/py/numpy",
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"//tensorflow:tensorflow_py",
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# copybara:uncomment_begin(b/186563810)
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# "//third_party/py/tensorflow_addons",
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# copybara:uncomment_end
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"//tensorflow/python/framework:test_lib",
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"//tensorflow/lite/python:lite",
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"//tensorflow/python/ops:array_ops",
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"//tensorflow/python/ops:list_ops",
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"//tensorflow/python/ops:rnn",
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],
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)
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py_library(
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name = "generate_examples_lib",
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srcs = ["generate_examples_lib.py"],
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strict_deps = True,
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deps = [
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":op_tests",
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":zip_test_utils",
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"//tensorflow:tensorflow_py",
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],
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)
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py_library(
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name = "zip_test_utils",
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srcs = ["zip_test_utils.py"],
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strict_deps = True,
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deps = [
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":generate_examples_report",
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"//tensorflow:tensorflow_py",
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"//tensorflow/lite/python:lite",
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"//tensorflow/lite/tools:flatbuffer_utils",
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"//tensorflow/python/framework:convert_to_constants",
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"//tensorflow/python/saved_model:signature_constants",
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"//third_party/py/numpy",
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"@ml_dtypes_py//ml_dtypes",
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] + if_pywrap(
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if_false = [
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":_pywrap_string_util",
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],
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if_true = [
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"//tensorflow/lite/python:pywrap_tflite",
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],
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),
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)
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py_binary(
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name = "generate_examples",
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srcs = ["generate_examples.py"],
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strict_deps = True,
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deps = [
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":generate_examples_lib",
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":mlir_convert",
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"//tensorflow:tensorflow_py",
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] + if_pywrap(
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if_true = ["//tensorflow/python:_pywrap_tensorflow"],
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),
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)
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py_library(
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name = "generate_examples_report",
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srcs = ["generate_examples_report.py"],
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strict_deps = True,
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)
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cc_library(
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name = "parse_testdata_lib",
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srcs = ["parse_testdata.cc"],
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hdrs = ["parse_testdata.h"],
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deps = [
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":message",
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":split",
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":test_runner",
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"//tensorflow/lite:framework",
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"//tensorflow/lite:string",
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"//tensorflow/lite/c:c_api_types",
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"//tensorflow/lite/c:common",
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"//tensorflow/lite/core:framework_stable",
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],
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)
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cc_library(
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name = "matchers",
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testonly = True,
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srcs = ["matchers.h"],
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hdrs = ["matchers.h"],
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deps = [
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"//tensorflow/lite/core/c:common",
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"//tensorflow/lite/kernels:kernel_util",
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"@com_google_absl//absl/base",
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"@com_google_absl//absl/log:absl_check",
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"@com_google_absl//absl/strings",
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"@com_google_absl//absl/strings:string_view",
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"@com_google_absl//absl/types:span",
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"@com_google_googletest//:gtest",
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],
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)
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cc_test(
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name = "matchers_test",
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srcs = ["matchers_test.cc"],
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deps = [
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":matchers",
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"//tensorflow/lite/core/c:c_api_types",
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"//tensorflow/lite/core/c:common",
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"@com_google_absl//absl/types:span",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "message",
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srcs = ["message.cc"],
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hdrs = ["message.h"],
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deps = [":tokenize"],
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)
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cc_test(
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name = "message_test",
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srcs = ["message_test.cc"],
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deps = [
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":message",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "split",
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srcs = ["split.cc"],
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hdrs = ["split.h"],
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deps = [
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"//tensorflow/lite:string",
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"//tensorflow/lite/types:half",
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"@eigen_archive//:eigen3",
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],
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)
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cc_test(
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name = "split_test",
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size = "small",
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srcs = ["split_test.cc"],
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deps = [
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":split",
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"//tensorflow/lite:string",
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"//tensorflow/lite/types:half",
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"@com_google_googletest//:gtest_main",
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"@eigen_archive//:eigen3",
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],
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)
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cc_library(
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name = "join",
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hdrs = ["join.h"],
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deps = ["//tensorflow/lite:string"],
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)
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cc_test(
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name = "join_test",
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size = "small",
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srcs = ["join_test.cc"],
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deps = [
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":join",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "tflite_driver",
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srcs = ["tflite_driver.cc"],
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hdrs = ["tflite_driver.h"],
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deps = [
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":join",
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":result_expectations",
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":split",
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":test_runner",
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"//tensorflow/lite:builtin_op_data",
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"//tensorflow/lite:framework",
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"//tensorflow/lite:string",
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"//tensorflow/lite:string_util",
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"//tensorflow/lite/core:framework",
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"//tensorflow/lite/core/api:op_resolver",
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"//tensorflow/lite/core/c:c_api_types",
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"//tensorflow/lite/core/c:common",
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"//tensorflow/lite/core/kernels:builtin_ops",
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"//tensorflow/lite/kernels:custom_ops",
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"//tensorflow/lite/kernels:reference_ops",
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"//tensorflow/lite/kernels:test_delegate_providers_lib",
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"//tensorflow/lite/kernels/gradient:gradient_ops",
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"//tensorflow/lite/kernels/parse_example",
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"//tensorflow/lite/kernels/perception:perception_ops",
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"//tensorflow/lite/tools:logging",
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"//tensorflow/lite/tools/delegates:delegate_provider_hdr",
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"//tensorflow/lite/tools/evaluation:utils",
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"//tensorflow/lite/types:half",
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"@com_google_absl//absl/strings",
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"@eigen_archive//:eigen3",
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] + select({
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"//tensorflow:ios": [],
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"//conditions:default": ["//tensorflow/lite/delegates/flex:delegate"],
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}),
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)
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# A convenient library of tflite delegate execution providers for tests based
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# on the `tflite_driver` library.
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cc_library(
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name = "tflite_driver_delegate_providers",
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deps = [
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"//tensorflow/lite/tools/delegates:coreml_delegate_provider",
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"//tensorflow/lite/tools/delegates:default_execution_provider",
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"//tensorflow/lite/tools/delegates:external_delegate_provider",
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"//tensorflow/lite/tools/delegates:gpu_delegate_provider",
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"//tensorflow/lite/tools/delegates:hexagon_delegate_provider",
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"//tensorflow/lite/tools/delegates:nnapi_delegate_provider",
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"//tensorflow/lite/tools/delegates:xnnpack_delegate_provider",
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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 = "tflite_driver_test",
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size = "small",
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srcs = ["tflite_driver_test.cc"],
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data = [
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"//tensorflow/lite:testdata/add_quantized_int8.bin",
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"//tensorflow/lite:testdata/multi_add.bin",
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],
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tags = [
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"tflite_not_portable_android",
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"tflite_not_portable_ios",
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],
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deps = [
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":test_runner",
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":tflite_driver",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "tokenize",
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srcs = ["tokenize.cc"],
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hdrs = ["tokenize.h"],
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deps = [
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"//tensorflow/lite:string",
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],
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)
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cc_test(
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name = "tokenize_test",
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srcs = ["tokenize_test.cc"],
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deps = [
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":tokenize",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "test_runner",
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hdrs = ["test_runner.h"],
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deps = [
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"//tensorflow/lite:string",
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],
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)
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cc_library(
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name = "util",
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hdrs = ["util.h"],
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deps = [
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"//tensorflow/lite:string",
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"//tensorflow/lite/core/api",
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"@com_google_absl//absl/flags:flag",
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"@com_google_absl//absl/log:flags",
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],
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)
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cc_test(
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name = "test_runner_test",
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srcs = ["test_runner_test.cc"],
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deps = [
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":test_runner",
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"//tensorflow/lite:string",
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"@com_google_googletest//:gtest_main",
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],
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)
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tf_cc_binary(
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name = "nnapi_example",
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srcs = ["nnapi_example.cc"],
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deps = [
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":parse_testdata_lib",
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":tflite_driver",
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],
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)
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cc_library(
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name = "tf_driver",
|
|
srcs = ["tf_driver.cc"],
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hdrs = ["tf_driver.h"],
|
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deps = [
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":join",
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":split",
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":test_runner",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/lite:string",
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"//tensorflow/lite:string_util",
|
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"@com_google_absl//absl/container:flat_hash_map",
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|
"@com_google_absl//absl/log:check",
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|
"@com_google_absl//absl/strings",
|
|
"@com_google_absl//absl/types:span",
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] + select({
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|
"//conditions:default": [
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"//tensorflow/core:core_cpu",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:lib",
|
|
"//tensorflow/core:tensorflow",
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],
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|
"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib",
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],
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"//tensorflow:ios": [
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"//tensorflow/core:portable_tensorflow_lib",
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],
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}),
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)
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tf_cc_test(
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name = "tf_driver_test",
|
|
size = "small",
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srcs = ["tf_driver_test.cc"],
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data = ["//tensorflow/lite:testdata/multi_add.pb"],
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tags = [
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"tflite_not_portable",
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],
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deps = [
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":tf_driver",
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"//tensorflow/core:framework",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/lite:string",
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"//tensorflow/lite:string_util",
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"@com_google_absl//absl/strings",
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"@com_google_absl//absl/types:span",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "generate_testspec",
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srcs = ["generate_testspec.cc"],
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hdrs = ["generate_testspec.h"],
|
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deps = [
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":join",
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":split",
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":test_runner",
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":tf_driver",
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":tflite_driver",
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"//tensorflow/core:protos_all_cc",
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|
"//tensorflow/lite:string",
|
|
"@com_google_absl//absl/log:check",
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] + select({
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"//conditions:default": [
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"//tensorflow/core:framework",
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|
],
|
|
"//tensorflow:android": [
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"//tensorflow/core:portable_tensorflow_lib",
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],
|
|
"//tensorflow:ios": [
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"//tensorflow/core:portable_tensorflow_lib",
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],
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}),
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "generate_testspec_test",
|
|
size = "small",
|
|
srcs = ["generate_testspec_test.cc"],
|
|
tags = [
|
|
"tflite_not_portable",
|
|
],
|
|
deps = [
|
|
":generate_testspec",
|
|
"@com_google_googletest//:gtest_main",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "init_tensorflow",
|
|
srcs = [
|
|
"init_tensorflow.cc",
|
|
],
|
|
hdrs = [
|
|
"init_tensorflow.h",
|
|
],
|
|
visibility = [
|
|
# copybara:uncomment_begin(internal brella benchmark)
|
|
# "//learning/brain/mobile/lite/brella_benchmark:__subpackages__",
|
|
# copybara:uncomment_end
|
|
"//tensorflow/lite/delegates/flex:__subpackages__",
|
|
"//tensorflow/lite/tools/benchmark:__subpackages__",
|
|
],
|
|
deps = select({
|
|
"//conditions:default": [
|
|
"//tensorflow/core:lib",
|
|
],
|
|
"//tensorflow:android": [
|
|
"//tensorflow/core:portable_tensorflow_lib_lite",
|
|
],
|
|
"//tensorflow:ios": [
|
|
"//tensorflow/core:portable_tensorflow_lib_lite",
|
|
],
|
|
}),
|
|
)
|
|
|
|
cc_library(
|
|
name = "tflite_diff_util",
|
|
srcs = ["tflite_diff_util.cc"],
|
|
hdrs = ["tflite_diff_util.h"],
|
|
deps = [
|
|
":generate_testspec",
|
|
":parse_testdata_lib",
|
|
":test_runner",
|
|
":tflite_driver",
|
|
"//tensorflow/lite:framework",
|
|
"//tensorflow/lite:string",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "tflite_diff_flags",
|
|
hdrs = ["tflite_diff_flags.h"],
|
|
deps = [
|
|
":split",
|
|
":tflite_diff_util",
|
|
":tflite_driver",
|
|
"@com_google_absl//absl/strings",
|
|
] + select({
|
|
"//conditions:default": [
|
|
"//tensorflow/core:framework_internal",
|
|
"//tensorflow/core:lib",
|
|
],
|
|
"//tensorflow:android": [
|
|
"//tensorflow/core:portable_tensorflow_lib",
|
|
],
|
|
"//tensorflow:ios": [
|
|
"//tensorflow/core:portable_tensorflow_lib",
|
|
],
|
|
}),
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "tflite_diff_example_test",
|
|
size = "medium",
|
|
srcs = ["tflite_diff_example_test.cc"],
|
|
args = [
|
|
"--tensorflow_model=third_party/tensorflow/lite/testdata/multi_add.pb",
|
|
"--tflite_model=third_party/tensorflow/lite/testdata/multi_add.bin",
|
|
"--input_layer=a,b,c,d",
|
|
"--input_layer_type=float,float,float,float",
|
|
"--input_layer_shape=1,3,4,3:1,3,4,3:1,3,4,3:1,3,4,3",
|
|
"--output_layer=x,y",
|
|
],
|
|
data = [
|
|
"//tensorflow/lite:testdata/multi_add.bin",
|
|
"//tensorflow/lite:testdata/multi_add.pb",
|
|
],
|
|
tags = [
|
|
"no_cuda_on_cpu_tap",
|
|
"no_oss", # needs test data
|
|
"tflite_not_portable",
|
|
],
|
|
deps = [
|
|
":init_tensorflow",
|
|
":tflite_diff_flags",
|
|
":tflite_diff_util",
|
|
],
|
|
)
|
|
|
|
tf_cc_binary(
|
|
name = "tflite_diff",
|
|
srcs = ["tflite_diff_example_test.cc"],
|
|
deps = [
|
|
":init_tensorflow",
|
|
":tflite_diff_flags",
|
|
":tflite_diff_util",
|
|
],
|
|
)
|
|
|
|
tflite_model_test(
|
|
name = "tflite_model_example_test",
|
|
input_layer = "a,b,c,d",
|
|
input_layer_shape = "1,8,8,3:1,8,8,3:1,8,8,3:1,8,8,3",
|
|
input_layer_type = "float,float,float,float",
|
|
output_layer = "x,y",
|
|
tags = [
|
|
"no_cuda_on_cpu_tap",
|
|
"no_oss", # needs test data
|
|
"tflite_not_portable", # TODO(b/134772701): Enable after making this a proper GTest.
|
|
],
|
|
tensorflow_model_file = "//tensorflow/lite:testdata/multi_add.pb",
|
|
)
|
|
|
|
cc_library(
|
|
name = "string_util_lib",
|
|
srcs = ["string_util.cc"],
|
|
hdrs = ["string_util.h"],
|
|
deps = [
|
|
"//tensorflow/lite:string",
|
|
"//tensorflow/lite:string_util",
|
|
"//tensorflow/lite/python/interpreter_wrapper:numpy",
|
|
"//tensorflow/lite/python/interpreter_wrapper:python_utils",
|
|
"@com_google_absl//absl/strings",
|
|
"@xla//third_party/python_runtime:headers",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "result_expectations",
|
|
srcs = ["result_expectations.cc"],
|
|
hdrs = ["result_expectations.h"],
|
|
deps = [
|
|
":split",
|
|
"//tensorflow/lite:framework",
|
|
"//tensorflow/lite:string_util",
|
|
"//tensorflow/lite/core/c:c_api_types",
|
|
"//tensorflow/lite/core/c:common",
|
|
"@com_google_absl//absl/strings",
|
|
"@eigen_archive//:eigen3",
|
|
],
|
|
)
|
|
|
|
# A selective built tflite for testing.
|
|
tflite_custom_cc_library(
|
|
name = "test_tflite_lib",
|
|
models = [
|
|
"//tensorflow/lite:testdata/add.bin",
|
|
"//tensorflow/lite:testdata/lstm.bin",
|
|
],
|
|
)
|
|
|
|
cc_test(
|
|
name = "selective_build_test",
|
|
srcs = ["selective_build_test.cc"],
|
|
data = [
|
|
"//tensorflow/lite:testdata/add.bin",
|
|
"//tensorflow/lite:testdata/lstm.bin",
|
|
],
|
|
tags = [
|
|
"no_mac", # b/161990368
|
|
"tflite_not_portable",
|
|
],
|
|
deps = [
|
|
":test_tflite_lib",
|
|
"//tensorflow/core:tflite_portable_logging",
|
|
"//tensorflow/lite:framework",
|
|
"//tensorflow/lite/core:cc_api_stable",
|
|
"//tensorflow/lite/core/c:common",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_googletest//:gtest_main",
|
|
],
|
|
)
|
|
|
|
pybind_extension(
|
|
name = "_pywrap_string_util",
|
|
srcs = [
|
|
"string_util_wrapper.cc",
|
|
],
|
|
hdrs = ["string_util.h"],
|
|
additional_stubgen_deps = [
|
|
"//third_party/py/numpy:numpy",
|
|
],
|
|
common_lib_packages = [
|
|
"litert/python",
|
|
"tensorflow/lite/python",
|
|
],
|
|
enable_stub_generation = True,
|
|
features = ["-use_header_modules"],
|
|
pytype_srcs = [
|
|
"_pywrap_string_util.pyi",
|
|
],
|
|
wrap_py_init = True,
|
|
deps = [
|
|
":string_util_lib",
|
|
"//tensorflow/lite/python/interpreter_wrapper:numpy",
|
|
"//tensorflow/python/lib/core:pybind11_lib",
|
|
"@pybind11",
|
|
"@xla//third_party/python_runtime:headers",
|
|
],
|
|
)
|
|
|
|
tflite_portable_test_suite()
|
|
|
|
tflite_custom_android_library(
|
|
name = "customized_tflite_for_add_ops",
|
|
experimental = True,
|
|
models = ["//tensorflow/lite:testdata/add.bin"],
|
|
visibility = ["//visibility:public"],
|
|
)
|
|
|
|
edgetpu_ops = [
|
|
"add",
|
|
"avg_pool",
|
|
"concat",
|
|
"conv", # high error
|
|
"conv_relu",
|
|
"conv_relu1",
|
|
"conv_relu6",
|
|
"depthwiseconv", # high error
|
|
"expand_dims",
|
|
"fully_connected",
|
|
"l2norm", # high error
|
|
"maximum",
|
|
"max_pool",
|
|
"mean",
|
|
"minimum",
|
|
"mul",
|
|
"pad", # high error
|
|
"pack",
|
|
"relu",
|
|
"relu1",
|
|
"relu6",
|
|
"reshape",
|
|
"resize_bilinear",
|
|
"resize_nearest_neighbor",
|
|
"sigmoid",
|
|
"slice",
|
|
"softmax",
|
|
"space_to_depth",
|
|
"split",
|
|
"squeeze",
|
|
"strided_slice",
|
|
"sub",
|
|
"sum", # high error
|
|
"tanh",
|
|
"transpose",
|
|
"transpose_conv",
|
|
]
|
|
|
|
# copybara:uncomment_begin(google-only)
|
|
# [gen_zipped_test_file(
|
|
# name = "zip_%s_edgetpu" % op_name,
|
|
# file = "%s_edgetpu.zip" % op_name,
|
|
# flags = " --make_edgetpu_tests",
|
|
# ) for op_name in edgetpu_ops]
|
|
#
|
|
# edgetpu_targets = [":zip_%s_edgetpu" % op_name for op_name in edgetpu_ops]
|
|
#
|
|
# build_test(
|
|
# name = "gen_edgetpu_tests",
|
|
# targets = edgetpu_targets,
|
|
# )
|
|
# copybara:uncomment_end
|