neuralnetworks/1.3/vts/functional/GeneratedTestHarness.h

/*
 * 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()));
    std::pair<bool, bool> mSupportsDeadlines;
};

using FilterFn = std::function<bool(const test_helper::TestModel&)>;
std::vector<NamedModel> getNamedModels(const FilterFn& filter);

std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info);

#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                     \
    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
};

void EvaluatePreparedModel(const sp<IDevice>& device, const sp<IPreparedModel>& preparedModel,
                           const test_helper::TestModel& testModel, TestKind testKind);

}  // namespace android::hardware::neuralnetworks::V1_3::vts::functional

#endif  // ANDROID_HARDWARE_NEURALNETWORKS_V1_3_GENERATED_TEST_HARNESS_H