platform_hardware_interfaces/neuralnetworks/utils/common/test/ResilientDeviceTest.cpp
Michael Butler 60a7b86cf0 Rename Version::ANDROID_* to kVersionFeatureLevel* -- hal
Prior to this change, version constants (e.g., Version::ANDROID_S) were
public static constants to make the version constants look as if they
were enum values. However, this method prevented versions from being
constexpr, because the Version type was incomplete by that point in
time. This change moves these version constants outside of the Version
struct, and makes them constexpr. They have the new names:
* Version::ANDROID_OC_MR1 -> kVersionFeatureLevel1
* Version::ANDROID_P -> kVersionFeatureLevel2
* Version::ANDROID_Q -> kVersionFeatureLevel3
* Version::ANDROID_R -> kVersionFeatureLevel4
* Version::ANDROID_S -> kVersionFeatureLevel5
* Version::FEATURE_LEVEL_6 -> kVersionFeatureLevel6
* Version::EXPERIMENTAL -> kVersionFeatureLevelExperimental

Bug: 206975939
Test: mma
Change-Id: Ibf5f2fdb1459a69c51865aa5fdcd0cb0c3a88ade
2021-11-18 23:56:54 +00:00

724 lines
28 KiB
C++

/*
* Copyright (C) 2020 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.
*/
#include <gmock/gmock.h>
#include <nnapi/TypeUtils.h>
#include <nnapi/Types.h>
#include <nnapi/hal/ResilientDevice.h>
#include <tuple>
#include <utility>
#include "MockBuffer.h"
#include "MockDevice.h"
#include "MockPreparedModel.h"
namespace android::hardware::neuralnetworks::utils {
namespace {
using ::testing::_;
using ::testing::Return;
using SharedMockDevice = std::shared_ptr<const nn::MockDevice>;
using MockDeviceFactory = ::testing::MockFunction<nn::GeneralResult<nn::SharedDevice>(bool)>;
const std::string kName = "Google-MockV1";
const std::string kVersionString = "version1";
const auto kExtensions = std::vector<nn::Extension>{};
constexpr auto kNoInfo = std::numeric_limits<float>::max();
constexpr auto kNoPerformanceInfo =
nn::Capabilities::PerformanceInfo{.execTime = kNoInfo, .powerUsage = kNoInfo};
const auto kCapabilities = nn::Capabilities{
.relaxedFloat32toFloat16PerformanceScalar = kNoPerformanceInfo,
.relaxedFloat32toFloat16PerformanceTensor = kNoPerformanceInfo,
.operandPerformance = nn::Capabilities::OperandPerformanceTable::create({}).value(),
.ifPerformance = kNoPerformanceInfo,
.whilePerformance = kNoPerformanceInfo};
constexpr auto kNumberOfCacheFilesNeeded = std::pair<uint32_t, uint32_t>(5, 3);
SharedMockDevice createConfiguredMockDevice() {
auto mockDevice = std::make_shared<const nn::MockDevice>();
// Setup default actions for each relevant call.
constexpr auto getName_ret = []() -> const std::string& { return kName; };
constexpr auto getVersionString_ret = []() -> const std::string& { return kVersionString; };
constexpr auto kFeatureLevel = nn::kVersionFeatureLevel1;
constexpr auto kDeviceType = nn::DeviceType::ACCELERATOR;
constexpr auto getSupportedExtensions_ret = []() -> const std::vector<nn::Extension>& {
return kExtensions;
};
constexpr auto getCapabilities_ret = []() -> const nn::Capabilities& { return kCapabilities; };
// Setup default actions for each relevant call.
ON_CALL(*mockDevice, getName()).WillByDefault(getName_ret);
ON_CALL(*mockDevice, getVersionString()).WillByDefault(getVersionString_ret);
ON_CALL(*mockDevice, getFeatureLevel()).WillByDefault(Return(kFeatureLevel));
ON_CALL(*mockDevice, getType()).WillByDefault(Return(kDeviceType));
ON_CALL(*mockDevice, getSupportedExtensions()).WillByDefault(getSupportedExtensions_ret);
ON_CALL(*mockDevice, getCapabilities()).WillByDefault(getCapabilities_ret);
ON_CALL(*mockDevice, getNumberOfCacheFilesNeeded())
.WillByDefault(Return(kNumberOfCacheFilesNeeded));
// These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
// uninteresting methods calls.
EXPECT_CALL(*mockDevice, getName()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getVersionString()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getFeatureLevel()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getType()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getSupportedExtensions()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getCapabilities()).Times(testing::AnyNumber());
EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded()).Times(testing::AnyNumber());
return mockDevice;
}
std::tuple<SharedMockDevice, std::unique_ptr<MockDeviceFactory>,
std::shared_ptr<const ResilientDevice>>
setup() {
auto mockDevice = createConfiguredMockDevice();
auto mockDeviceFactory = std::make_unique<MockDeviceFactory>();
EXPECT_CALL(*mockDeviceFactory, Call(true)).Times(1).WillOnce(Return(mockDevice));
auto device = ResilientDevice::create(mockDeviceFactory->AsStdFunction()).value();
return std::make_tuple(std::move(mockDevice), std::move(mockDeviceFactory), std::move(device));
}
constexpr auto makeError = [](nn::ErrorStatus status) {
return [status](const auto&... /*args*/) { return nn::error(status); };
};
const auto kReturnGeneralFailure = makeError(nn::ErrorStatus::GENERAL_FAILURE);
const auto kReturnDeadObject = makeError(nn::ErrorStatus::DEAD_OBJECT);
} // namespace
TEST(ResilientDeviceTest, invalidDeviceFactory) {
// setup call
const auto invalidDeviceFactory = ResilientDevice::Factory{};
// run test
const auto result = ResilientDevice::create(invalidDeviceFactory);
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
}
TEST(ResilientDeviceTest, preparedModelFactoryFailure) {
// setup call
const auto invalidDeviceFactory = kReturnGeneralFailure;
// run test
const auto result = ResilientDevice::create(invalidDeviceFactory);
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, cachedData) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
// run test and verify results
EXPECT_EQ(device->getName(), kName);
EXPECT_EQ(device->getVersionString(), kVersionString);
EXPECT_EQ(device->getSupportedExtensions(), kExtensions);
EXPECT_EQ(device->getCapabilities(), kCapabilities);
}
TEST(ResilientDeviceTest, getFeatureLevel) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
constexpr auto kFeatureLevel = nn::kVersionFeatureLevel1;
EXPECT_CALL(*mockDevice, getFeatureLevel()).Times(1).WillOnce(Return(kFeatureLevel));
// run test
const auto featureLevel = device->getFeatureLevel();
// verify results
EXPECT_EQ(featureLevel, kFeatureLevel);
}
TEST(ResilientDeviceTest, getType) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
constexpr auto kDeviceType = nn::DeviceType::ACCELERATOR;
EXPECT_CALL(*mockDevice, getType()).Times(1).WillOnce(Return(kDeviceType));
// run test
const auto type = device->getType();
// verify results
EXPECT_EQ(type, kDeviceType);
}
TEST(ResilientDeviceTest, getNumberOfCacheFilesNeeded) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded())
.Times(1)
.WillOnce(Return(kNumberOfCacheFilesNeeded));
// run test
const auto numberOfCacheFilesNeeded = device->getNumberOfCacheFilesNeeded();
// verify results
EXPECT_EQ(numberOfCacheFilesNeeded, kNumberOfCacheFilesNeeded);
}
TEST(ResilientDeviceTest, getDevice) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
// run test
const auto result = device->getDevice();
// verify result
EXPECT_TRUE(result == mockDevice);
}
TEST(ResilientDeviceTest, wait) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, wait()).Times(1).WillOnce(Return(nn::GeneralResult<void>{}));
// run test
const auto result = device->wait();
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, waitError) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, wait()).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->wait();
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, waitDeadObjectFailedRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, wait()).Times(1).WillOnce(kReturnDeadObject);
EXPECT_CALL(*mockDeviceFactory, Call(true)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->wait();
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
}
TEST(ResilientDeviceTest, waitDeadObjectSuccessfulRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, wait()).Times(1).WillOnce(kReturnDeadObject);
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, wait()).Times(1).WillOnce(Return(nn::GeneralResult<void>{}));
EXPECT_CALL(*mockDeviceFactory, Call(true)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->wait();
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, getSupportedOperations) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, getSupportedOperations(_))
.Times(1)
.WillOnce(Return(nn::GeneralResult<std::vector<bool>>{}));
// run test
const auto result = device->getSupportedOperations({});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, getSupportedOperationsError) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, getSupportedOperations(_)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->getSupportedOperations({});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, getSupportedOperationsDeadObjectFailedRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, getSupportedOperations(_)).Times(1).WillOnce(kReturnDeadObject);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->getSupportedOperations({});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
}
TEST(ResilientDeviceTest, getSupportedOperationsDeadObjectSuccessfulRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, getSupportedOperations(_)).Times(1).WillOnce(kReturnDeadObject);
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getSupportedOperations(_))
.Times(1)
.WillOnce(Return(nn::GeneralResult<std::vector<bool>>{}));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->getSupportedOperations({});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, prepareModel) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto mockPreparedModel = std::make_shared<const nn::MockPreparedModel>();
EXPECT_CALL(*mockDevice, prepareModel(_, _, _, _, _, _, _))
.Times(1)
.WillOnce(Return(mockPreparedModel));
// run test
const auto result = device->prepareModel({}, {}, {}, {}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, prepareModelError) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModel(_, _, _, _, _, _, _))
.Times(1)
.WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->prepareModel({}, {}, {}, {}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, prepareModelDeadObjectFailedRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModel(_, _, _, _, _, _, _))
.Times(1)
.WillOnce(kReturnDeadObject);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->prepareModel({}, {}, {}, {}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
}
TEST(ResilientDeviceTest, prepareModelDeadObjectSuccessfulRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModel(_, _, _, _, _, _, _))
.Times(1)
.WillOnce(kReturnDeadObject);
const auto recoveredMockDevice = createConfiguredMockDevice();
const auto mockPreparedModel = std::make_shared<const nn::MockPreparedModel>();
EXPECT_CALL(*recoveredMockDevice, prepareModel(_, _, _, _, _, _, _))
.Times(1)
.WillOnce(Return(mockPreparedModel));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->prepareModel({}, {}, {}, {}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, prepareModelFromCache) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto mockPreparedModel = std::make_shared<const nn::MockPreparedModel>();
EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
.Times(1)
.WillOnce(Return(mockPreparedModel));
// run test
const auto result = device->prepareModelFromCache({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, prepareModelFromCacheError) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
.Times(1)
.WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->prepareModelFromCache({}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, prepareModelFromCacheDeadObjectFailedRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
.Times(1)
.WillOnce(kReturnDeadObject);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->prepareModelFromCache({}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
}
TEST(ResilientDeviceTest, prepareModelFromCacheDeadObjectSuccessfulRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
.Times(1)
.WillOnce(kReturnDeadObject);
const auto recoveredMockDevice = createConfiguredMockDevice();
const auto mockPreparedModel = std::make_shared<const nn::MockPreparedModel>();
EXPECT_CALL(*recoveredMockDevice, prepareModelFromCache(_, _, _, _))
.Times(1)
.WillOnce(Return(mockPreparedModel));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->prepareModelFromCache({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, allocate) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto mockBuffer = std::make_shared<const nn::MockBuffer>();
EXPECT_CALL(*mockDevice, allocate(_, _, _, _)).Times(1).WillOnce(Return(mockBuffer));
// run test
const auto result = device->allocate({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, allocateError) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, allocate(_, _, _, _)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->allocate({}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
}
TEST(ResilientDeviceTest, allocateDeadObjectFailedRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, allocate(_, _, _, _)).Times(1).WillOnce(kReturnDeadObject);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->allocate({}, {}, {}, {});
// verify result
ASSERT_FALSE(result.has_value());
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
}
TEST(ResilientDeviceTest, allocateDeadObjectSuccessfulRecovery) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
EXPECT_CALL(*mockDevice, allocate(_, _, _, _)).Times(1).WillOnce(kReturnDeadObject);
const auto recoveredMockDevice = createConfiguredMockDevice();
const auto mockBuffer = std::make_shared<const nn::MockBuffer>();
EXPECT_CALL(*recoveredMockDevice, allocate(_, _, _, _)).Times(1).WillOnce(Return(mockBuffer));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->allocate({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
}
TEST(ResilientDeviceTest, recover) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() == recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverFailure) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*mockDeviceFactory, Call(_)).Times(1).WillOnce(kReturnGeneralFailure);
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
EXPECT_FALSE(result.has_value());
}
TEST(ResilientDeviceTest, someoneElseRecovered) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
device->recover(mockDevice.get(), /*blocking=*/false);
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() == recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetName) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
const std::string kDifferentName = "Google-DifferentName";
const auto ret = [&kDifferentName]() -> const std::string& { return kDifferentName; };
EXPECT_CALL(*recoveredMockDevice, getName()).Times(1).WillOnce(ret);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetVersionString) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
const std::string kDifferentVersionString = "differentversion";
const auto ret = [&kDifferentVersionString]() -> const std::string& {
return kDifferentVersionString;
};
EXPECT_CALL(*recoveredMockDevice, getVersionString()).Times(1).WillOnce(ret);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetFeatureLevel) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getFeatureLevel())
.Times(1)
.WillOnce(Return(nn::kVersionFeatureLevel2));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetType) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getType()).Times(1).WillOnce(Return(nn::DeviceType::GPU));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetSupportedExtensions) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
const auto kDifferentExtensions =
std::vector<nn::Extension>{nn::Extension{.name = "", .operandTypes = {}}};
const auto ret = [&kDifferentExtensions]() -> const std::vector<nn::Extension>& {
return kDifferentExtensions;
};
EXPECT_CALL(*recoveredMockDevice, getSupportedExtensions()).Times(1).WillOnce(ret);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchGetCapabilities) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
const auto kDifferentCapabilities = nn::Capabilities{
.relaxedFloat32toFloat16PerformanceTensor = {.execTime = 0.5f, .powerUsage = 0.5f},
.operandPerformance = nn::Capabilities::OperandPerformanceTable::create({}).value()};
const auto ret = [&kDifferentCapabilities]() -> const nn::Capabilities& {
return kDifferentCapabilities;
};
EXPECT_CALL(*recoveredMockDevice, getCapabilities()).Times(1).WillOnce(ret);
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
// run test
const auto result = device->recover(mockDevice.get(), /*blocking=*/false);
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
EXPECT_TRUE(result.value() != mockDevice);
EXPECT_TRUE(result.value() != recoveredMockDevice);
}
TEST(ResilientDeviceTest, recoverCacheMismatchInvalidPrepareModel) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getType()).Times(1).WillOnce(Return(nn::DeviceType::GPU));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
device->recover(mockDevice.get(), /*blocking=*/false);
// run test
auto result = device->prepareModel({}, {}, {}, {}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
}
TEST(ResilientDeviceTest, recoverCacheMismatchInvalidPrepareModelFromCache) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getType()).Times(1).WillOnce(Return(nn::DeviceType::GPU));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
device->recover(mockDevice.get(), /*blocking=*/false);
// run test
auto result = device->prepareModelFromCache({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
}
TEST(ResilientDeviceTest, recoverCacheMismatchInvalidAllocate) {
// setup call
const auto [mockDevice, mockDeviceFactory, device] = setup();
const auto recoveredMockDevice = createConfiguredMockDevice();
EXPECT_CALL(*recoveredMockDevice, getType()).Times(1).WillOnce(Return(nn::DeviceType::GPU));
EXPECT_CALL(*mockDeviceFactory, Call(false)).Times(1).WillOnce(Return(recoveredMockDevice));
device->recover(mockDevice.get(), /*blocking=*/false);
// run test
auto result = device->allocate({}, {}, {}, {});
// verify result
ASSERT_TRUE(result.has_value())
<< "Failed with " << result.error().code << ": " << result.error().message;
EXPECT_TRUE(result.value() != nullptr);
}
} // namespace android::hardware::neuralnetworks::utils