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/*
* Copyright (C) 2019 The Android Open Source Project
*
* 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.
*/
#ifndef ANDROID_HARDWARE_NEURALNETWORKS_V1_3_GENERATED_TEST_HARNESS_H
#define ANDROID_HARDWARE_NEURALNETWORKS_V1_3_GENERATED_TEST_HARNESS_H
#include <android/hardware/neuralnetworks/1.3/IDevice.h>
#include <android/hardware/neuralnetworks/1.3/IPreparedModel.h>
#include <android/hardware/neuralnetworks/1.3/types.h>
#include <functional>
#include <vector>
#include "1.0/Utils.h"
#include "TestHarness.h"
#include "VtsHalNeuralnetworks.h"
namespace android::hardware::neuralnetworks::V1_3::vts::functional {
using NamedModel = Named<const test_helper::TestModel*>;
using GeneratedTestParam = std::tuple<NamedDevice, NamedModel>;
class GeneratedTestBase : public testing::TestWithParam<GeneratedTestParam> {
protected:
void SetUp() override;
const sp<IDevice> kDevice = getData(std::get<NamedDevice>(GetParam()));
const test_helper::TestModel& kTestModel = *getData(std::get<NamedModel>(GetParam()));
};
using FilterFn = std::function<bool(const test_helper::TestModel&)>;
std::vector<NamedModel> getNamedModels(const FilterFn& filter);
using FilterNameFn = std::function<bool(const std::string&)>;
std::vector<NamedModel> getNamedModels(const FilterNameFn& filter);
std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info);
#define INSTANTIATE_GENERATED_TEST(TestSuite, filter) \
GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(TestSuite); \
INSTANTIATE_TEST_SUITE_P(TestGenerated, TestSuite, \
testing::Combine(testing::ValuesIn(getNamedDevices()), \
testing::ValuesIn(getNamedModels(filter))), \
printGeneratedTest)
// Tag for the validation tests, instantiated in VtsHalNeuralnetworks.cpp.
// TODO: Clean up the hierarchy for ValidationTest.
class ValidationTest : public GeneratedTestBase {};
Model createModel(const test_helper::TestModel& testModel);
void PrepareModel(const sp<IDevice>& device, const Model& model, sp<IPreparedModel>* preparedModel);
enum class TestKind {
// Runs a test model and compares the results to a golden data
GENERAL,
// Same as GENERAL but sets dimensions for the output tensors to zeros
DYNAMIC_SHAPE,
// Same as GENERAL but use device memories for inputs and outputs
MEMORY_DOMAIN,
// Same as GENERAL but use executeFenced for exeuction
FENCED_COMPUTE,
// Tests if quantized model with TENSOR_QUANT8_ASYMM produces the same result
// (OK/SKIPPED/FAILED) as the model with all such tensors converted to
// TENSOR_QUANT8_ASYMM_SIGNED.
QUANTIZATION_COUPLING,
// Runs a test model and verifies that MISSED_DEADLINE_* is returned.
INTINITE_LOOP_TIMEOUT
};
void EvaluatePreparedModel(const sp<IDevice>& device, const sp<IPreparedModel>& preparedModel,
const test_helper::TestModel& testModel, TestKind testKind);
void waitForSyncFence(int syncFd);
} // namespace android::hardware::neuralnetworks::V1_3::vts::functional
#endif // ANDROID_HARDWARE_NEURALNETWORKS_V1_3_GENERATED_TEST_HARNESS_H
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