Create unit tests for NN interface utility code
This CL introduces unit tests to validate the V1_X::utils::Device,
*PreparedModel, and *Buffer adapter classes. It does so by mocking the
underlying HIDL interface in order to simulate a driver returning bad
data, HIDL transport failures, and service crashes.
Note that the purpose of these new tests is to validate the adapter
classes themselves, not the HIDL interfaces they use. For example,
because nn::IPreparedModel does not currently define a method for
configuring a burst execution, V1_[23]::utils::PreparedModel similarly
does not use hardware::neuralnetworks::V1_[23]::IPreparedModel's
configureExecutionBurst method.
This CL also introduces unit tests to validate the utils::Resilient*
adapter classes, and mocks DEAD_OBJECT failures to ensure that the
underyling object can be recovered appropriately.
Bug: 163801800
Test: mma
Test: atest neuralnetworks_utils_hal_common_test
Test: atest neuralnetworks_utils_hal_1_[0-3]_test
Change-Id: I2c79865bf666d3f4bf53061ff5090746403583e9
Merged-In: I2c79865bf666d3f4bf53061ff5090746403583e9
(cherry picked from commit afc4d7cfe753669b08562eba8f58cbceefed334f)
diff --git a/neuralnetworks/1.0/utils/Android.bp b/neuralnetworks/1.0/utils/Android.bp
index 4d61fc0..d033617 100644
--- a/neuralnetworks/1.0/utils/Android.bp
+++ b/neuralnetworks/1.0/utils/Android.bp
@@ -32,3 +32,29 @@
"neuralnetworks_utils_hal_common",
],
}
+
+cc_test {
+ name: "neuralnetworks_utils_hal_1_0_test",
+ srcs: ["test/*.cpp"],
+ static_libs: [
+ "[email protected]",
+ "libgmock",
+ "libneuralnetworks_common",
+ "neuralnetworks_types",
+ "neuralnetworks_utils_hal_common",
+ "neuralnetworks_utils_hal_1_0",
+ ],
+ shared_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libbase",
+ "libcutils",
+ "libfmq",
+ "libhidlbase",
+ "libhidlmemory",
+ "liblog",
+ "libnativewindow",
+ "libutils",
+ ],
+ test_suites: ["general-tests"],
+}
diff --git a/neuralnetworks/1.0/utils/test/DeviceTest.cpp b/neuralnetworks/1.0/utils/test/DeviceTest.cpp
new file mode 100644
index 0000000..e881da2
--- /dev/null
+++ b/neuralnetworks/1.0/utils/test/DeviceTest.cpp
@@ -0,0 +1,524 @@
+/*
+ * 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 "MockDevice.h"
+#include "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.0/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IDevice.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.0/Device.h>
+
+#include <functional>
+#include <memory>
+#include <string>
+
+namespace android::hardware::neuralnetworks::V1_0::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const nn::Model kSimpleModel = {
+ .main = {.operands = {{.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_INPUT},
+ {.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_OUTPUT}},
+ .operations = {{.type = nn::OperationType::RELU, .inputs = {0}, .outputs = {1}}},
+ .inputIndexes = {0},
+ .outputIndexes = {1}}};
+
+const std::string kName = "Google-MockV1";
+const std::string kInvalidName = "";
+const sp<V1_0::IDevice> kInvalidDevice;
+constexpr V1_0::PerformanceInfo kNoPerformanceInfo = {
+ .execTime = std::numeric_limits<float>::max(),
+ .powerUsage = std::numeric_limits<float>::max()};
+
+template <typename... Args>
+auto makeCallbackReturn(Args&&... args) {
+ return [argPack = std::make_tuple(std::forward<Args>(args)...)](const auto& cb) {
+ std::apply(cb, argPack);
+ return Void();
+ };
+}
+
+sp<MockDevice> createMockDevice() {
+ const auto mockDevice = MockDevice::create();
+
+ // Setup default actions for each relevant call.
+ const auto getCapabilities_ret = makeCallbackReturn(
+ V1_0::ErrorStatus::NONE, V1_0::Capabilities{
+ .float32Performance = kNoPerformanceInfo,
+ .quantized8Performance = kNoPerformanceInfo,
+ });
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, getCapabilities(_)).WillByDefault(Invoke(getCapabilities_ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+auto makePreparedModelReturn(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus,
+ const sp<V1_0::utils::MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](const V1_0::Model& /*model*/,
+ const sp<V1_0::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_0::ErrorStatus> {
+ cb->notify(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(DeviceTest, invalidName) {
+ // run test
+ const auto device = MockDevice::create();
+ const auto result = Device::create(kInvalidName, device);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, invalidDevice) {
+ // run test
+ const auto result = Device::create(kName, kInvalidDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, getCapabilitiesError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::Capabilities{
+ .float32Performance = kNoPerformanceInfo,
+ .quantized8Performance = kNoPerformanceInfo,
+ });
+ EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, linkToDeathError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getName) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto& name = device->getName();
+
+ // verify result
+ EXPECT_EQ(name, kName);
+}
+
+TEST(DeviceTest, getFeatureLevel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto featureLevel = device->getFeatureLevel();
+
+ // verify result
+ EXPECT_EQ(featureLevel, nn::Version::ANDROID_OC_MR1);
+}
+
+TEST(DeviceTest, getCachedData) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto result = Device::create(kName, mockDevice);
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& device = result.value();
+
+ // run test and verify results
+ EXPECT_EQ(device->getVersionString(), device->getVersionString());
+ EXPECT_EQ(device->getType(), device->getType());
+ EXPECT_EQ(device->getSupportedExtensions(), device->getSupportedExtensions());
+ EXPECT_EQ(device->getNumberOfCacheFilesNeeded(), device->getNumberOfCacheFilesNeeded());
+ EXPECT_EQ(device->getCapabilities(), device->getCapabilities());
+}
+
+TEST(DeviceTest, wait) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<void> { return {}; };
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(DeviceTest, waitTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, waitDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedOperations) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& model, const auto& cb) {
+ cb(V1_0::ErrorStatus::NONE, std::vector<bool>(model.operations.size(), true));
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& supportedOperations = result.value();
+ EXPECT_EQ(supportedOperations.size(), kSimpleModel.main.operations.size());
+ EXPECT_THAT(supportedOperations, Each(testing::IsTrue()));
+}
+
+TEST(DeviceTest, getSupportedOperationsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& /*model*/, const auto& cb) {
+ cb(V1_0::ErrorStatus::GENERAL_FAILURE, {});
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = V1_0::utils::MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelLaunchError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelReturnError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModel(_, _)).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCacheNotSupported) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, allocateNotSupported) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_0::utils
diff --git a/neuralnetworks/1.0/utils/test/MockDevice.h b/neuralnetworks/1.0/utils/test/MockDevice.h
new file mode 100644
index 0000000..0fb59e3
--- /dev/null
+++ b/neuralnetworks/1.0/utils/test/MockDevice.h
@@ -0,0 +1,86 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
+
+#include <android/hardware/neuralnetworks/1.0/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_0::utils {
+
+class MockDevice final : public IDevice {
+ public:
+ static sp<MockDevice> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient, uint64_t /*cookie*/);
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities, (getCapabilities_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations,
+ (const V1_0::Model& model, getSupportedOperations_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel,
+ (const V1_0::Model& model, const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::DeviceStatus>, getStatus, (), (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockDevice> MockDevice::create() {
+ auto mockDevice = sp<MockDevice>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+inline Return<bool> MockDevice::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockDevice::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::Device will not use the `cookie` or `who` arguments, so we pass in 0
+ // and nullptr for these arguments instead. Normally, they are used by the hidl_death_recipient
+ // to determine which object is dead. However, the utils::Device code only pairs a single death
+ // recipient with a single HIDL interface object, so these arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_0::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
diff --git a/neuralnetworks/1.0/utils/test/MockPreparedModel.h b/neuralnetworks/1.0/utils/test/MockPreparedModel.h
new file mode 100644
index 0000000..7a48a83
--- /dev/null
+++ b/neuralnetworks/1.0/utils/test/MockPreparedModel.h
@@ -0,0 +1,85 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
+
+#include <android/hardware/neuralnetworks/1.0/IPreparedModel.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/HidlSupport.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_0::utils {
+
+class MockPreparedModel final : public IPreparedModel {
+ public:
+ static sp<MockPreparedModel> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) override;
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute,
+ (const V1_0::Request& request, const sp<V1_0::IExecutionCallback>& callback),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockPreparedModel> MockPreparedModel::create() {
+ auto mockPreparedModel = sp<MockPreparedModel>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockPreparedModel, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockPreparedModel;
+}
+
+inline Return<bool> MockPreparedModel::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockPreparedModel::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::PreparedModel will not use the `cookie` or `who` arguments, so we pass
+ // in 0 and nullptr for these arguments instead. Normally, they are used by the
+ // hidl_death_recipient to determine which object is dead. However, the utils::PreparedModel
+ // code only pairs a single death recipient with a single HIDL interface object, so these
+ // arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_0::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
diff --git a/neuralnetworks/1.0/utils/test/PreparedModelTest.cpp b/neuralnetworks/1.0/utils/test/PreparedModelTest.cpp
new file mode 100644
index 0000000..a5cbc72
--- /dev/null
+++ b/neuralnetworks/1.0/utils/test/PreparedModelTest.cpp
@@ -0,0 +1,243 @@
+/*
+ * 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 "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.0/IExecutionCallback.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IPreparedModel.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.0/PreparedModel.h>
+
+#include <functional>
+#include <memory>
+
+namespace android::hardware::neuralnetworks::V1_0::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const sp<V1_0::IPreparedModel> kInvalidPreparedModel;
+
+sp<MockPreparedModel> createMockPreparedModel() {
+ return MockPreparedModel::create();
+}
+
+auto makeExecute(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus) {
+ return [launchStatus, returnStatus](
+ const V1_0::Request& /*request*/,
+ const sp<V1_0::IExecutionCallback>& cb) -> Return<V1_0::ErrorStatus> {
+ cb->notify(returnStatus);
+ return launchStatus;
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(PreparedModelTest, invalidPreparedModel) {
+ // run test
+ const auto result = PreparedModel::create(kInvalidPreparedModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathError) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, execute) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecute(V1_0::ErrorStatus::NONE, V1_0::ErrorStatus::NONE)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(PreparedModelTest, executeLaunchError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecute(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeReturnError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _))
+ .Times(1)
+ .WillOnce(Invoke(
+ makeExecute(V1_0::ErrorStatus::NONE, V1_0::ErrorStatus::GENERAL_FAILURE)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeCrash) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+ const auto ret = [&mockPreparedModel]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockPreparedModel->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockPreparedModel, execute(_, _)).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeFencedNotSupported) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+// TODO: test burst execution if/when it is added to nn::IPreparedModel.
+
+TEST(PreparedModelTest, getUnderlyingResource) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
+
+ // run test
+ const auto resource = preparedModel->getUnderlyingResource();
+
+ // verify resource
+ const sp<V1_0::IPreparedModel>* maybeMock = std::any_cast<sp<V1_0::IPreparedModel>>(&resource);
+ ASSERT_NE(maybeMock, nullptr);
+ EXPECT_EQ(maybeMock->get(), mockPreparedModel.get());
+}
+
+} // namespace android::hardware::neuralnetworks::V1_0::utils
diff --git a/neuralnetworks/1.1/utils/Android.bp b/neuralnetworks/1.1/utils/Android.bp
index 909575b..fe0c80a 100644
--- a/neuralnetworks/1.1/utils/Android.bp
+++ b/neuralnetworks/1.1/utils/Android.bp
@@ -34,3 +34,31 @@
"neuralnetworks_utils_hal_common",
],
}
+
+cc_test {
+ name: "neuralnetworks_utils_hal_1_1_test",
+ srcs: ["test/*.cpp"],
+ static_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libgmock",
+ "libneuralnetworks_common",
+ "neuralnetworks_types",
+ "neuralnetworks_utils_hal_common",
+ "neuralnetworks_utils_hal_1_0",
+ "neuralnetworks_utils_hal_1_1",
+ ],
+ shared_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libbase",
+ "libcutils",
+ "libfmq",
+ "libhidlbase",
+ "libhidlmemory",
+ "liblog",
+ "libnativewindow",
+ "libutils",
+ ],
+ test_suites: ["general-tests"],
+}
diff --git a/neuralnetworks/1.1/utils/test/DeviceTest.cpp b/neuralnetworks/1.1/utils/test/DeviceTest.cpp
new file mode 100644
index 0000000..41e0e30
--- /dev/null
+++ b/neuralnetworks/1.1/utils/test/DeviceTest.cpp
@@ -0,0 +1,534 @@
+/*
+ * 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 "MockDevice.h"
+#include "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.1/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IDevice.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.1/Device.h>
+
+#include <functional>
+#include <memory>
+#include <string>
+
+namespace android::hardware::neuralnetworks::V1_1::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const nn::Model kSimpleModel = {
+ .main = {.operands = {{.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_INPUT},
+ {.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_OUTPUT}},
+ .operations = {{.type = nn::OperationType::RELU, .inputs = {0}, .outputs = {1}}},
+ .inputIndexes = {0},
+ .outputIndexes = {1}}};
+
+const std::string kName = "Google-MockV1";
+const std::string kInvalidName = "";
+const sp<V1_1::IDevice> kInvalidDevice;
+constexpr V1_0::PerformanceInfo kNoPerformanceInfo = {
+ .execTime = std::numeric_limits<float>::max(),
+ .powerUsage = std::numeric_limits<float>::max()};
+
+template <typename... Args>
+auto makeCallbackReturn(Args&&... args) {
+ return [argPack = std::make_tuple(std::forward<Args>(args)...)](const auto& cb) {
+ std::apply(cb, argPack);
+ return Void();
+ };
+}
+
+sp<MockDevice> createMockDevice() {
+ const auto mockDevice = MockDevice::create();
+
+ // Setup default actions for each relevant call.
+ const auto getCapabilities_ret =
+ makeCallbackReturn(V1_0::ErrorStatus::NONE,
+ V1_1::Capabilities{
+ .float32Performance = kNoPerformanceInfo,
+ .quantized8Performance = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16Performance = kNoPerformanceInfo,
+ });
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, getCapabilities_1_1(_)).WillByDefault(Invoke(getCapabilities_ret));
+
+ // Ensure that older calls are not used.
+ EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel(_, _)).Times(0);
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_)).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+auto makePreparedModelReturn(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus,
+ const sp<V1_0::utils::MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](const V1_1::Model& /*model*/,
+ V1_1::ExecutionPreference /*preference*/,
+ const sp<V1_0::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_0::ErrorStatus> {
+ cb->notify(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(DeviceTest, invalidName) {
+ // run test
+ const auto device = MockDevice::create();
+ const auto result = Device::create(kInvalidName, device);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, invalidDevice) {
+ // run test
+ const auto result = Device::create(kName, kInvalidDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, getCapabilitiesError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret =
+ makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_1::Capabilities{
+ .float32Performance = kNoPerformanceInfo,
+ .quantized8Performance = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16Performance = kNoPerformanceInfo,
+ });
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, linkToDeathError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getName) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto& name = device->getName();
+
+ // verify result
+ EXPECT_EQ(name, kName);
+}
+
+TEST(DeviceTest, getFeatureLevel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto featureLevel = device->getFeatureLevel();
+
+ // verify result
+ EXPECT_EQ(featureLevel, nn::Version::ANDROID_P);
+}
+
+TEST(DeviceTest, getCachedData) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto result = Device::create(kName, mockDevice);
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& device = result.value();
+
+ // run test and verify results
+ EXPECT_EQ(device->getVersionString(), device->getVersionString());
+ EXPECT_EQ(device->getType(), device->getType());
+ EXPECT_EQ(device->getSupportedExtensions(), device->getSupportedExtensions());
+ EXPECT_EQ(device->getNumberOfCacheFilesNeeded(), device->getNumberOfCacheFilesNeeded());
+ EXPECT_EQ(device->getCapabilities(), device->getCapabilities());
+}
+
+TEST(DeviceTest, wait) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<void> { return {}; };
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(DeviceTest, waitTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, waitDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedOperations) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& model, const auto& cb) {
+ cb(V1_0::ErrorStatus::NONE, std::vector<bool>(model.operations.size(), true));
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& supportedOperations = result.value();
+ EXPECT_EQ(supportedOperations.size(), kSimpleModel.main.operations.size());
+ EXPECT_THAT(supportedOperations, Each(testing::IsTrue()));
+}
+
+TEST(DeviceTest, getSupportedOperationsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& /*model*/, const auto& cb) {
+ cb(V1_0::ErrorStatus::GENERAL_FAILURE, {});
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = V1_0::utils::MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelLaunchError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelReturnError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _)).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCacheNotSupported) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, allocateNotSupported) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_1::utils
diff --git a/neuralnetworks/1.1/utils/test/MockDevice.h b/neuralnetworks/1.1/utils/test/MockDevice.h
new file mode 100644
index 0000000..3b92e58
--- /dev/null
+++ b/neuralnetworks/1.1/utils/test/MockDevice.h
@@ -0,0 +1,95 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
+
+#include <android/hardware/neuralnetworks/1.1/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_1::utils {
+
+class MockDevice final : public IDevice {
+ public:
+ static sp<MockDevice> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient, uint64_t /*cookie*/);
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities, (getCapabilities_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations,
+ (const V1_0::Model& model, getSupportedOperations_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel,
+ (const V1_0::Model& model, const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::DeviceStatus>, getStatus, (), (override));
+
+ // V1_1 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities_1_1, (getCapabilities_1_1_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_1,
+ (const V1_1::Model& model, getSupportedOperations_1_1_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel_1_1,
+ (const V1_1::Model& model, V1_1::ExecutionPreference preference,
+ const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockDevice> MockDevice::create() {
+ auto mockDevice = sp<MockDevice>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+inline Return<bool> MockDevice::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockDevice::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::Device will not use the `cookie` or `who` arguments, so we pass in 0
+ // and nullptr for these arguments instead. Normally, they are used by the hidl_death_recipient
+ // to determine which object is dead. However, the utils::Device code only pairs a single death
+ // recipient with a single HIDL interface object, so these arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_1::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
diff --git a/neuralnetworks/1.1/utils/test/MockPreparedModel.h b/neuralnetworks/1.1/utils/test/MockPreparedModel.h
new file mode 100644
index 0000000..aba731e
--- /dev/null
+++ b/neuralnetworks/1.1/utils/test/MockPreparedModel.h
@@ -0,0 +1,44 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
+
+#include <android/hardware/neuralnetworks/1.0/IPreparedModel.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/HidlSupport.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_0::utils {
+
+class MockPreparedModel final : public IPreparedModel {
+ public:
+ static sp<MockPreparedModel> create();
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute,
+ (const V1_0::Request& request, const sp<V1_0::IExecutionCallback>& callback),
+ (override));
+};
+
+inline sp<MockPreparedModel> MockPreparedModel::create() {
+ return sp<MockPreparedModel>::make();
+}
+
+} // namespace android::hardware::neuralnetworks::V1_0::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
diff --git a/neuralnetworks/1.2/utils/Android.bp b/neuralnetworks/1.2/utils/Android.bp
index 22e8659..0fec41c 100644
--- a/neuralnetworks/1.2/utils/Android.bp
+++ b/neuralnetworks/1.2/utils/Android.bp
@@ -36,3 +36,33 @@
"neuralnetworks_utils_hal_common",
],
}
+
+cc_test {
+ name: "neuralnetworks_utils_hal_1_2_test",
+ srcs: ["test/*.cpp"],
+ static_libs: [
+ "[email protected]",
+ "[email protected]",
+ "[email protected]",
+ "libgmock",
+ "libneuralnetworks_common",
+ "neuralnetworks_types",
+ "neuralnetworks_utils_hal_common",
+ "neuralnetworks_utils_hal_1_0",
+ "neuralnetworks_utils_hal_1_1",
+ "neuralnetworks_utils_hal_1_2",
+ ],
+ shared_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libbase",
+ "libcutils",
+ "libfmq",
+ "libhidlbase",
+ "libhidlmemory",
+ "liblog",
+ "libnativewindow",
+ "libutils",
+ ],
+ test_suites: ["general-tests"],
+}
diff --git a/neuralnetworks/1.2/utils/test/DeviceTest.cpp b/neuralnetworks/1.2/utils/test/DeviceTest.cpp
new file mode 100644
index 0000000..9c8adde
--- /dev/null
+++ b/neuralnetworks/1.2/utils/test/DeviceTest.cpp
@@ -0,0 +1,875 @@
+/*
+ * 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 "MockDevice.h"
+#include "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.2/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IDevice.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.2/Device.h>
+
+#include <functional>
+#include <memory>
+#include <string>
+
+namespace android::hardware::neuralnetworks::V1_2::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const nn::Model kSimpleModel = {
+ .main = {.operands = {{.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_INPUT},
+ {.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_OUTPUT}},
+ .operations = {{.type = nn::OperationType::RELU, .inputs = {0}, .outputs = {1}}},
+ .inputIndexes = {0},
+ .outputIndexes = {1}}};
+
+const std::string kName = "Google-MockV1";
+const std::string kInvalidName = "";
+const sp<V1_2::IDevice> kInvalidDevice;
+constexpr V1_0::PerformanceInfo kNoPerformanceInfo = {
+ .execTime = std::numeric_limits<float>::max(),
+ .powerUsage = std::numeric_limits<float>::max()};
+
+template <typename... Args>
+auto makeCallbackReturn(Args&&... args) {
+ return [argPack = std::make_tuple(std::forward<Args>(args)...)](const auto& cb) {
+ std::apply(cb, argPack);
+ return Void();
+ };
+}
+
+sp<MockDevice> createMockDevice() {
+ const auto mockDevice = MockDevice::create();
+
+ // Setup default actions for each relevant call.
+ const auto getVersionString_ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, kName);
+ const auto getType_ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, V1_2::DeviceType::OTHER);
+ const auto getSupportedExtensions_ret =
+ makeCallbackReturn(V1_0::ErrorStatus::NONE, hidl_vec<V1_2::Extension>{});
+ const auto getNumberOfCacheFilesNeeded_ret = makeCallbackReturn(
+ V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles, nn::kMaxNumberOfCacheFiles);
+ const auto getCapabilities_ret = makeCallbackReturn(
+ V1_0::ErrorStatus::NONE,
+ V1_2::Capabilities{
+ .relaxedFloat32toFloat16PerformanceScalar = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16PerformanceTensor = kNoPerformanceInfo,
+ });
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, getVersionString(_)).WillByDefault(Invoke(getVersionString_ret));
+ ON_CALL(*mockDevice, getType(_)).WillByDefault(Invoke(getType_ret));
+ ON_CALL(*mockDevice, getSupportedExtensions(_))
+ .WillByDefault(Invoke(getSupportedExtensions_ret));
+ ON_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .WillByDefault(Invoke(getNumberOfCacheFilesNeeded_ret));
+ ON_CALL(*mockDevice, getCapabilities_1_2(_)).WillByDefault(Invoke(getCapabilities_ret));
+
+ // Ensure that older calls are not used.
+ EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _)).Times(0);
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getType(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_)).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+auto makePreparedModelReturn(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus,
+ const sp<MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](
+ const V1_2::Model& /*model*/, V1_1::ExecutionPreference /*preference*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*modelCache*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*dataCache*/,
+ const CacheToken& /*token*/, const sp<V1_2::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_0::ErrorStatus> {
+ cb->notify_1_2(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+auto makePreparedModelFromCacheReturn(V1_0::ErrorStatus launchStatus,
+ V1_0::ErrorStatus returnStatus,
+ const sp<MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](
+ const hardware::hidl_vec<hardware::hidl_handle>& /*modelCache*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*dataCache*/,
+ const CacheToken& /*token*/, const sp<V1_2::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_0::ErrorStatus> {
+ cb->notify_1_2(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(DeviceTest, invalidName) {
+ // run test
+ const auto device = MockDevice::create();
+ const auto result = Device::create(kInvalidName, device);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, invalidDevice) {
+ // run test
+ const auto result = Device::create(kName, kInvalidDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, getVersionStringError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, "");
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getVersionStringTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getVersionStringDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getTypeError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret =
+ makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, V1_2::DeviceType::OTHER);
+ EXPECT_CALL(*mockDevice, getType(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getTypeTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getType(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getTypeDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getType(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedExtensionsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret =
+ makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, hidl_vec<V1_2::Extension>{});
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedExtensionsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedExtensionsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ nn::kMaxNumberOfCacheFiles, nn::kMaxNumberOfCacheFiles);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, dataCacheFilesExceedsSpecifiedMax) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles + 1,
+ nn::kMaxNumberOfCacheFiles);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, modelCacheFilesExceedsSpecifiedMax) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles,
+ nn::kMaxNumberOfCacheFiles + 1);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getCapabilitiesError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(
+ V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_2::Capabilities{
+ .relaxedFloat32toFloat16PerformanceScalar = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16PerformanceTensor = kNoPerformanceInfo,
+ });
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, linkToDeathError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getName) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto& name = device->getName();
+
+ // verify result
+ EXPECT_EQ(name, kName);
+}
+
+TEST(DeviceTest, getFeatureLevel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto featureLevel = device->getFeatureLevel();
+
+ // verify result
+ EXPECT_EQ(featureLevel, nn::Version::ANDROID_Q);
+}
+
+TEST(DeviceTest, getCachedData) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getType(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_)).Times(1);
+
+ const auto result = Device::create(kName, mockDevice);
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& device = result.value();
+
+ // run test and verify results
+ EXPECT_EQ(device->getVersionString(), device->getVersionString());
+ EXPECT_EQ(device->getType(), device->getType());
+ EXPECT_EQ(device->getSupportedExtensions(), device->getSupportedExtensions());
+ EXPECT_EQ(device->getNumberOfCacheFilesNeeded(), device->getNumberOfCacheFilesNeeded());
+ EXPECT_EQ(device->getCapabilities(), device->getCapabilities());
+}
+
+TEST(DeviceTest, wait) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<void> { return {}; };
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(DeviceTest, waitTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, waitDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedOperations) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& model, const auto& cb) {
+ cb(V1_0::ErrorStatus::NONE, std::vector<bool>(model.operations.size(), true));
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_2(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& supportedOperations = result.value();
+ EXPECT_EQ(supportedOperations.size(), kSimpleModel.main.operations.size());
+ EXPECT_THAT(supportedOperations, Each(testing::IsTrue()));
+}
+
+TEST(DeviceTest, getSupportedOperationsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& /*model*/, const auto& cb) {
+ cb(V1_0::ErrorStatus::GENERAL_FAILURE, {});
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_2(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_2(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_2(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelLaunchError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelReturnError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCache) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(
+ V1_0::ErrorStatus::NONE, V1_0::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelFromCacheError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE,
+ nullptr)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCacheAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, allocateNotSupported) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_2::utils
diff --git a/neuralnetworks/1.2/utils/test/MockDevice.h b/neuralnetworks/1.2/utils/test/MockDevice.h
new file mode 100644
index 0000000..b459943
--- /dev/null
+++ b/neuralnetworks/1.2/utils/test/MockDevice.h
@@ -0,0 +1,117 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
+
+#include <android/hardware/neuralnetworks/1.2/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_2::utils {
+
+using CacheToken =
+ hidl_array<uint8_t, static_cast<uint32_t>(V1_2::Constant::BYTE_SIZE_OF_CACHE_TOKEN)>;
+
+class MockDevice final : public IDevice {
+ public:
+ static sp<MockDevice> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient, uint64_t /*cookie*/);
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities, (getCapabilities_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations,
+ (const V1_0::Model& model, getSupportedOperations_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel,
+ (const V1_0::Model& model, const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::DeviceStatus>, getStatus, (), (override));
+
+ // V1_1 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities_1_1, (getCapabilities_1_1_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_1,
+ (const V1_1::Model& model, getSupportedOperations_1_1_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel_1_1,
+ (const V1_1::Model& model, V1_1::ExecutionPreference preference,
+ const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+
+ // V1_2 methods below.
+ MOCK_METHOD(Return<void>, getVersionString, (getVersionString_cb cb), (override));
+ MOCK_METHOD(Return<void>, getType, (getType_cb cb), (override));
+ MOCK_METHOD(Return<void>, getCapabilities_1_2, (getCapabilities_1_2_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedExtensions, (getSupportedExtensions_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_2,
+ (const V1_2::Model& model, getSupportedOperations_1_2_cb cb), (override));
+ MOCK_METHOD(Return<void>, getNumberOfCacheFilesNeeded, (getNumberOfCacheFilesNeeded_cb cb),
+ (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel_1_2,
+ (const V1_2::Model& model, V1_1::ExecutionPreference preference,
+ const hidl_vec<hidl_handle>& modelCache, const hidl_vec<hidl_handle>& dataCache,
+ const CacheToken& token, const sp<V1_2::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModelFromCache,
+ (const hidl_vec<hidl_handle>& modelCache, const hidl_vec<hidl_handle>& dataCache,
+ const CacheToken& token, const sp<V1_2::IPreparedModelCallback>& callback),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockDevice> MockDevice::create() {
+ auto mockDevice = sp<MockDevice>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+inline Return<bool> MockDevice::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockDevice::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::Device will not use the `cookie` or `who` arguments, so we pass in 0
+ // and nullptr for these arguments instead. Normally, they are used by the hidl_death_recipient
+ // to determine which object is dead. However, the utils::Device code only pairs a single death
+ // recipient with a single HIDL interface object, so these arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_2::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
diff --git a/neuralnetworks/1.2/utils/test/MockPreparedModel.h b/neuralnetworks/1.2/utils/test/MockPreparedModel.h
new file mode 100644
index 0000000..f5fd1f3
--- /dev/null
+++ b/neuralnetworks/1.2/utils/test/MockPreparedModel.h
@@ -0,0 +1,101 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
+
+#include <android/hardware/neuralnetworks/1.2/IPreparedModel.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/HidlSupport.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_2::utils {
+
+class MockPreparedModel final : public IPreparedModel {
+ public:
+ static sp<MockPreparedModel> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) override;
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute,
+ (const V1_0::Request& request, const sp<V1_0::IExecutionCallback>& callback),
+ (override));
+
+ // V1_2 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute_1_2,
+ (const V1_0::Request& request, V1_2::MeasureTiming measure,
+ const sp<V1_2::IExecutionCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<void>, executeSynchronously,
+ (const V1_0::Request& request, V1_2::MeasureTiming measure,
+ executeSynchronously_cb cb),
+ (override));
+ MOCK_METHOD(Return<void>, configureExecutionBurst,
+ (const sp<V1_2::IBurstCallback>& callback,
+ const MQDescriptorSync<V1_2::FmqRequestDatum>& requestChannel,
+ const MQDescriptorSync<V1_2::FmqResultDatum>& resultChannel,
+ configureExecutionBurst_cb cb),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockPreparedModel> MockPreparedModel::create() {
+ auto mockPreparedModel = sp<MockPreparedModel>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockPreparedModel, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockPreparedModel;
+}
+
+inline Return<bool> MockPreparedModel::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockPreparedModel::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::PreparedModel will not use the `cookie` or `who` arguments, so we pass
+ // in 0 and nullptr for these arguments instead. Normally, they are used by the
+ // hidl_death_recipient to determine which object is dead. However, the utils::PreparedModel
+ // code only pairs a single death recipient with a single HIDL interface object, so these
+ // arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_2::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
diff --git a/neuralnetworks/1.2/utils/test/PreparedModelTest.cpp b/neuralnetworks/1.2/utils/test/PreparedModelTest.cpp
new file mode 100644
index 0000000..5062ac9
--- /dev/null
+++ b/neuralnetworks/1.2/utils/test/PreparedModelTest.cpp
@@ -0,0 +1,341 @@
+/*
+ * 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 "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.2/IExecutionCallback.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IPreparedModel.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.2/PreparedModel.h>
+
+#include <functional>
+#include <memory>
+
+namespace android::hardware::neuralnetworks::V1_2::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const sp<V1_2::IPreparedModel> kInvalidPreparedModel;
+constexpr auto kNoTiming = V1_2::Timing{.timeOnDevice = std::numeric_limits<uint64_t>::max(),
+ .timeInDriver = std::numeric_limits<uint64_t>::max()};
+
+sp<MockPreparedModel> createMockPreparedModel() {
+ const auto mockPreparedModel = MockPreparedModel::create();
+
+ // Ensure that older calls are not used.
+ EXPECT_CALL(*mockPreparedModel, execute(_, _)).Times(0);
+
+ return mockPreparedModel;
+}
+
+auto makeExecuteSynchronously(V1_0::ErrorStatus status,
+ const std::vector<V1_2::OutputShape>& outputShapes,
+ const V1_2::Timing& timing) {
+ return [status, outputShapes, timing](const V1_0::Request& /*request*/,
+ V1_2::MeasureTiming /*measureTiming*/,
+ const V1_2::IPreparedModel::executeSynchronously_cb& cb) {
+ cb(status, outputShapes, timing);
+ return hardware::Void();
+ };
+}
+auto makeExecuteAsynchronously(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus,
+ const std::vector<V1_2::OutputShape>& outputShapes,
+ const V1_2::Timing& timing) {
+ return [launchStatus, returnStatus, outputShapes, timing](
+ const V1_0::Request& /*request*/, V1_2::MeasureTiming /*measureTiming*/,
+ const sp<V1_2::IExecutionCallback>& cb) -> Return<V1_0::ErrorStatus> {
+ cb->notify_1_2(returnStatus, outputShapes, timing);
+ return launchStatus;
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(PreparedModelTest, invalidPreparedModel) {
+ // run test
+ const auto result = PreparedModel::create(kInvalidPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathError) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeSync) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteSynchronously(V1_0::ErrorStatus::NONE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(PreparedModelTest, executeSyncError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(
+ makeExecuteSynchronously(V1_0::ErrorStatus::GENERAL_FAILURE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeSyncTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeSyncDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeAsync) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(V1_0::ErrorStatus::NONE,
+ V1_0::ErrorStatus::NONE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(PreparedModelTest, executeAsyncLaunchError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(V1_0::ErrorStatus::GENERAL_FAILURE,
+ V1_0::ErrorStatus::GENERAL_FAILURE, {},
+ kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncReturnError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(
+ V1_0::ErrorStatus::NONE, V1_0::ErrorStatus::GENERAL_FAILURE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeAsyncCrash) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ const auto ret = [&mockPreparedModel]() -> hardware::Return<V1_0::ErrorStatus> {
+ mockPreparedModel->simulateCrash();
+ return V1_0::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _)).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeFencedNotSupported) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+// TODO: test burst execution if/when it is added to nn::IPreparedModel.
+
+TEST(PreparedModelTest, getUnderlyingResource) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+
+ // run test
+ const auto resource = preparedModel->getUnderlyingResource();
+
+ // verify resource
+ const sp<V1_2::IPreparedModel>* maybeMock = std::any_cast<sp<V1_2::IPreparedModel>>(&resource);
+ ASSERT_NE(maybeMock, nullptr);
+ EXPECT_EQ(maybeMock->get(), mockPreparedModel.get());
+}
+
+} // namespace android::hardware::neuralnetworks::V1_2::utils
diff --git a/neuralnetworks/1.3/utils/Android.bp b/neuralnetworks/1.3/utils/Android.bp
index d5d897d..41d9521 100644
--- a/neuralnetworks/1.3/utils/Android.bp
+++ b/neuralnetworks/1.3/utils/Android.bp
@@ -38,3 +38,35 @@
"neuralnetworks_utils_hal_common",
],
}
+
+cc_test {
+ name: "neuralnetworks_utils_hal_1_3_test",
+ srcs: ["test/*.cpp"],
+ static_libs: [
+ "[email protected]",
+ "[email protected]",
+ "[email protected]",
+ "[email protected]",
+ "libgmock",
+ "libneuralnetworks_common",
+ "neuralnetworks_types",
+ "neuralnetworks_utils_hal_common",
+ "neuralnetworks_utils_hal_1_0",
+ "neuralnetworks_utils_hal_1_1",
+ "neuralnetworks_utils_hal_1_2",
+ "neuralnetworks_utils_hal_1_3",
+ ],
+ shared_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libbase",
+ "libcutils",
+ "libfmq",
+ "libhidlbase",
+ "libhidlmemory",
+ "liblog",
+ "libnativewindow",
+ "libutils",
+ ],
+ test_suites: ["general-tests"],
+}
diff --git a/neuralnetworks/1.3/utils/test/BufferTest.cpp b/neuralnetworks/1.3/utils/test/BufferTest.cpp
new file mode 100644
index 0000000..d892b87
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/BufferTest.cpp
@@ -0,0 +1,208 @@
+/*
+ * 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 "MockBuffer.h"
+
+#include <android/hardware/neuralnetworks/1.3/IBuffer.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IBuffer.h>
+#include <nnapi/SharedMemory.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.3/Buffer.h>
+
+#include <functional>
+#include <memory>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+using ::testing::Return;
+
+const auto kMemory = nn::createSharedMemory(4).value();
+const sp<V1_3::IBuffer> kInvalidBuffer;
+constexpr auto kInvalidToken = nn::Request::MemoryDomainToken{0};
+constexpr auto kToken = nn::Request::MemoryDomainToken{1};
+
+std::function<hardware::Return<V1_3::ErrorStatus>()> makeFunctionReturn(V1_3::ErrorStatus status) {
+ return [status]() -> hardware::Return<V1_3::ErrorStatus> { return status; };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeSuccessful = makeFunctionReturn(V1_3::ErrorStatus::NONE);
+const auto makeGeneralError = makeFunctionReturn(V1_3::ErrorStatus::GENERAL_FAILURE);
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(BufferTest, invalidBuffer) {
+ // run test
+ const auto result = Buffer::create(kInvalidBuffer, kToken);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, invalidToken) {
+ // setup call
+ const auto mockBuffer = MockBuffer::create();
+
+ // run test
+ const auto result = Buffer::create(mockBuffer, kInvalidToken);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, create) {
+ // setup call
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+
+ // run test
+ const auto token = buffer->getToken();
+
+ // verify result
+ EXPECT_EQ(token, kToken);
+}
+
+TEST(BufferTest, copyTo) {
+ // setup call
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(InvokeWithoutArgs(makeSuccessful));
+
+ // run test
+ const auto result = buffer->copyTo(kMemory);
+
+ // verify result
+ EXPECT_TRUE(result.has_value()) << result.error().message;
+}
+
+TEST(BufferTest, copyToError) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(InvokeWithoutArgs(makeGeneralError));
+
+ // run test
+ const auto result = buffer->copyTo(kMemory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, copyToTransportFailure) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyTo(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = buffer->copyTo(kMemory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, copyToDeadObject) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = buffer->copyTo(kMemory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(BufferTest, copyFrom) {
+ // setup call
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(InvokeWithoutArgs(makeSuccessful));
+
+ // run test
+ const auto result = buffer->copyFrom(kMemory, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value());
+}
+
+TEST(BufferTest, copyFromError) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(InvokeWithoutArgs(makeGeneralError));
+
+ // run test
+ const auto result = buffer->copyFrom(kMemory, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, copyFromTransportFailure) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = buffer->copyFrom(kMemory, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(BufferTest, copyFromDeadObject) {
+ // setup test
+ const auto mockBuffer = MockBuffer::create();
+ const auto buffer = Buffer::create(mockBuffer, kToken).value();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = buffer->copyFrom(kMemory, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
diff --git a/neuralnetworks/1.3/utils/test/DeviceTest.cpp b/neuralnetworks/1.3/utils/test/DeviceTest.cpp
new file mode 100644
index 0000000..f260990
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/DeviceTest.cpp
@@ -0,0 +1,951 @@
+/*
+ * 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 "MockBuffer.h"
+#include "MockDevice.h"
+#include "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.3/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IDevice.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.3/Device.h>
+
+#include <functional>
+#include <memory>
+#include <string>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const nn::Model kSimpleModel = {
+ .main = {.operands = {{.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_INPUT},
+ {.type = nn::OperandType::TENSOR_FLOAT32,
+ .dimensions = {1},
+ .lifetime = nn::Operand::LifeTime::SUBGRAPH_OUTPUT}},
+ .operations = {{.type = nn::OperationType::RELU, .inputs = {0}, .outputs = {1}}},
+ .inputIndexes = {0},
+ .outputIndexes = {1}}};
+
+const std::string kName = "Google-MockV1";
+const std::string kInvalidName = "";
+const sp<V1_3::IDevice> kInvalidDevice;
+constexpr V1_0::PerformanceInfo kNoPerformanceInfo = {
+ .execTime = std::numeric_limits<float>::max(),
+ .powerUsage = std::numeric_limits<float>::max()};
+
+template <typename... Args>
+auto makeCallbackReturn(Args&&... args) {
+ return [argPack = std::make_tuple(std::forward<Args>(args)...)](const auto& cb) {
+ std::apply(cb, argPack);
+ return Void();
+ };
+}
+
+sp<MockDevice> createMockDevice() {
+ const auto mockDevice = MockDevice::create();
+
+ // Setup default actions for each relevant call.
+ const auto getVersionString_ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, kName);
+ const auto getType_ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, V1_2::DeviceType::OTHER);
+ const auto getSupportedExtensions_ret =
+ makeCallbackReturn(V1_0::ErrorStatus::NONE, hidl_vec<V1_2::Extension>{});
+ const auto getNumberOfCacheFilesNeeded_ret = makeCallbackReturn(
+ V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles, nn::kMaxNumberOfCacheFiles);
+ const auto getCapabilities_ret = makeCallbackReturn(
+ V1_3::ErrorStatus::NONE,
+ V1_3::Capabilities{
+ .relaxedFloat32toFloat16PerformanceScalar = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16PerformanceTensor = kNoPerformanceInfo,
+ .ifPerformance = kNoPerformanceInfo,
+ .whilePerformance = kNoPerformanceInfo,
+ });
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, getVersionString(_)).WillByDefault(Invoke(getVersionString_ret));
+ ON_CALL(*mockDevice, getType(_)).WillByDefault(Invoke(getType_ret));
+ ON_CALL(*mockDevice, getSupportedExtensions(_))
+ .WillByDefault(Invoke(getSupportedExtensions_ret));
+ ON_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .WillByDefault(Invoke(getNumberOfCacheFilesNeeded_ret));
+ ON_CALL(*mockDevice, getCapabilities_1_3(_)).WillByDefault(Invoke(getCapabilities_ret));
+
+ // Ensure that older calls are not used.
+ EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getCapabilities_1_1(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getCapabilities_1_2(_)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_1(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel_1_1(_, _, _)).Times(0);
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_2(_, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModel_1_2(_, _, _, _, _, _)).Times(0);
+ EXPECT_CALL(*mockDevice, prepareModelFromCache(_, _, _, _)).Times(0);
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getType(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(testing::AnyNumber());
+ EXPECT_CALL(*mockDevice, getCapabilities_1_3(_)).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+auto makePreparedModelReturn(V1_3::ErrorStatus launchStatus, V1_3::ErrorStatus returnStatus,
+ const sp<MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](
+ const V1_3::Model& /*model*/, V1_1::ExecutionPreference /*preference*/,
+ V1_3::Priority /*priority*/, const V1_3::OptionalTimePoint& /*deadline*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*modelCache*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*dataCache*/,
+ const CacheToken& /*token*/, const sp<V1_3::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_3::ErrorStatus> {
+ cb->notify_1_3(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+auto makePreparedModelFromCacheReturn(V1_3::ErrorStatus launchStatus,
+ V1_3::ErrorStatus returnStatus,
+ const sp<MockPreparedModel>& preparedModel) {
+ return [launchStatus, returnStatus, preparedModel](
+ const V1_3::OptionalTimePoint& /*deadline*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*modelCache*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*dataCache*/,
+ const CacheToken& /*token*/, const sp<V1_3::IPreparedModelCallback>& cb)
+ -> hardware::Return<V1_3::ErrorStatus> {
+ cb->notify_1_3(returnStatus, preparedModel).isOk();
+ return launchStatus;
+ };
+}
+auto makeAllocateReturn(ErrorStatus status, const sp<MockBuffer>& buffer, uint32_t token) {
+ return [status, buffer, token](
+ const V1_3::BufferDesc& /*desc*/,
+ const hardware::hidl_vec<sp<V1_3::IPreparedModel>>& /*preparedModels*/,
+ const hardware::hidl_vec<V1_3::BufferRole>& /*inputRoles*/,
+ const hardware::hidl_vec<V1_3::BufferRole>& /*outputRoles*/,
+ const V1_3::IDevice::allocate_cb& cb) -> hardware::Return<void> {
+ cb(status, buffer, token);
+ return hardware::Void();
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(DeviceTest, invalidName) {
+ // run test
+ const auto device = MockDevice::create();
+ const auto result = Device::create(kInvalidName, device);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, invalidDevice) {
+ // run test
+ const auto result = Device::create(kName, kInvalidDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(DeviceTest, getVersionStringError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, "");
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getVersionStringTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getVersionStringDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getTypeError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret =
+ makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, V1_2::DeviceType::OTHER);
+ EXPECT_CALL(*mockDevice, getType(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getTypeTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getType(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getTypeDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getType(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedExtensionsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret =
+ makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE, hidl_vec<V1_2::Extension>{});
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedExtensionsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedExtensionsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
+ nn::kMaxNumberOfCacheFiles, nn::kMaxNumberOfCacheFiles);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, dataCacheFilesExceedsSpecifiedMax) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles + 1,
+ nn::kMaxNumberOfCacheFiles);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, modelCacheFilesExceedsSpecifiedMax) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(V1_0::ErrorStatus::NONE, nn::kMaxNumberOfCacheFiles,
+ nn::kMaxNumberOfCacheFiles + 1);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getNumberOfCacheFilesNeededDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getCapabilitiesError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = makeCallbackReturn(
+ V1_3::ErrorStatus::GENERAL_FAILURE,
+ V1_3::Capabilities{
+ .relaxedFloat32toFloat16PerformanceScalar = kNoPerformanceInfo,
+ .relaxedFloat32toFloat16PerformanceTensor = kNoPerformanceInfo,
+ .ifPerformance = kNoPerformanceInfo,
+ .whilePerformance = kNoPerformanceInfo,
+ });
+ EXPECT_CALL(*mockDevice, getCapabilities_1_3(_)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_3(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getCapabilitiesDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getCapabilities_1_3(_))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, linkToDeathError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = Device::create(kName, mockDevice);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getName) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto& name = device->getName();
+
+ // verify result
+ EXPECT_EQ(name, kName);
+}
+
+TEST(DeviceTest, getFeatureLevel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto featureLevel = device->getFeatureLevel();
+
+ // verify result
+ EXPECT_EQ(featureLevel, nn::Version::ANDROID_R);
+}
+
+TEST(DeviceTest, getCachedData) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, getVersionString(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getType(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getSupportedExtensions(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getNumberOfCacheFilesNeeded(_)).Times(1);
+ EXPECT_CALL(*mockDevice, getCapabilities_1_3(_)).Times(1);
+
+ const auto result = Device::create(kName, mockDevice);
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& device = result.value();
+
+ // run test and verify results
+ EXPECT_EQ(device->getVersionString(), device->getVersionString());
+ EXPECT_EQ(device->getType(), device->getType());
+ EXPECT_EQ(device->getSupportedExtensions(), device->getSupportedExtensions());
+ EXPECT_EQ(device->getNumberOfCacheFilesNeeded(), device->getNumberOfCacheFilesNeeded());
+ EXPECT_EQ(device->getCapabilities(), device->getCapabilities());
+}
+
+TEST(DeviceTest, wait) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto ret = []() -> Return<void> { return {}; };
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(DeviceTest, waitTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, waitDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+ const auto device = Device::create(kName, mockDevice).value();
+
+ // run test
+ const auto result = device->wait();
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, getSupportedOperations) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& model, const auto& cb) {
+ cb(V1_3::ErrorStatus::NONE, std::vector<bool>(model.main.operations.size(), true));
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_3(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& supportedOperations = result.value();
+ EXPECT_EQ(supportedOperations.size(), kSimpleModel.main.operations.size());
+ EXPECT_THAT(supportedOperations, Each(testing::IsTrue()));
+}
+
+TEST(DeviceTest, getSupportedOperationsError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [](const auto& /*model*/, const auto& cb) {
+ cb(V1_3::ErrorStatus::GENERAL_FAILURE, {});
+ return hardware::Void();
+ };
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_3(_, _)).Times(1).WillOnce(Invoke(ret));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_3(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, getSupportedOperationsDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, getSupportedOperations_1_3(_, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->getSupportedOperations(kSimpleModel);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModel) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_3::ErrorStatus::NONE,
+ V1_3::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelLaunchError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_3::ErrorStatus::GENERAL_FAILURE,
+ V1_3::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelReturnError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_3::ErrorStatus::NONE,
+ V1_3::ErrorStatus::GENERAL_FAILURE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelReturn(V1_3::ErrorStatus::NONE,
+ V1_3::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_3::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_3::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModel_1_3(_, _, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
+ nn::Priority::DEFAULT, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCache) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockPreparedModel = MockPreparedModel::create();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(
+ V1_3::ErrorStatus::NONE, V1_3::ErrorStatus::NONE, mockPreparedModel)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, prepareModelFromCacheError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(V1_3::ErrorStatus::GENERAL_FAILURE,
+ V1_3::ErrorStatus::GENERAL_FAILURE,
+ nullptr)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheNullptrError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makePreparedModelFromCacheReturn(V1_3::ErrorStatus::NONE,
+ V1_3::ErrorStatus::NONE, nullptr)));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, prepareModelFromCacheDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, prepareModelFromCacheAsyncCrash) {
+ // setup test
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto ret = [&mockDevice]() -> hardware::Return<V1_3::ErrorStatus> {
+ mockDevice->simulateCrash();
+ return V1_3::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockDevice, prepareModelFromCache_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = device->prepareModelFromCache({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(DeviceTest, allocate) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ const auto mockBuffer = MockBuffer::create();
+ constexpr uint32_t token = 1;
+ EXPECT_CALL(*mockDevice, allocate(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeAllocateReturn(ErrorStatus::NONE, mockBuffer, token)));
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_NE(result.value(), nullptr);
+}
+
+TEST(DeviceTest, allocateError) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, allocate(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeAllocateReturn(ErrorStatus::GENERAL_FAILURE, nullptr, 0)));
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, allocateTransportFailure) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, allocate(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(DeviceTest, allocateDeadObject) {
+ // setup call
+ const auto mockDevice = createMockDevice();
+ const auto device = Device::create(kName, mockDevice).value();
+ EXPECT_CALL(*mockDevice, allocate(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = device->allocate({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
diff --git a/neuralnetworks/1.3/utils/test/MockBuffer.h b/neuralnetworks/1.3/utils/test/MockBuffer.h
new file mode 100644
index 0000000..fb31b51
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/MockBuffer.h
@@ -0,0 +1,43 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
+
+#include <android/hardware/neuralnetworks/1.3/IBuffer.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+
+class MockBuffer final : public IBuffer {
+ public:
+ static sp<MockBuffer> create();
+
+ // V1_3 methods below.
+ MOCK_METHOD(Return<V1_3::ErrorStatus>, copyTo, (const hidl_memory& dst), (override));
+ MOCK_METHOD(Return<V1_3::ErrorStatus>, copyFrom,
+ (const hidl_memory& src, const hidl_vec<uint32_t>& dimensions), (override));
+};
+
+inline sp<MockBuffer> MockBuffer::create() {
+ return sp<MockBuffer>::make();
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
diff --git a/neuralnetworks/1.3/utils/test/MockDevice.h b/neuralnetworks/1.3/utils/test/MockDevice.h
new file mode 100644
index 0000000..85d3750
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/MockDevice.h
@@ -0,0 +1,139 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
+
+#include <android/hardware/neuralnetworks/1.3/IDevice.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+
+using CacheToken =
+ hidl_array<uint8_t, static_cast<uint32_t>(V1_2::Constant::BYTE_SIZE_OF_CACHE_TOKEN)>;
+
+class MockDevice final : public IDevice {
+ public:
+ static sp<MockDevice> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient, uint64_t /*cookie*/);
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities, (getCapabilities_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations,
+ (const V1_0::Model& model, getSupportedOperations_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel,
+ (const V1_0::Model& model, const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::DeviceStatus>, getStatus, (), (override));
+
+ // V1_1 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities_1_1, (getCapabilities_1_1_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_1,
+ (const V1_1::Model& model, getSupportedOperations_1_1_cb cb), (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel_1_1,
+ (const V1_1::Model& model, V1_1::ExecutionPreference preference,
+ const sp<V1_0::IPreparedModelCallback>& callback),
+ (override));
+
+ // V1_2 methods below.
+ MOCK_METHOD(Return<void>, getVersionString, (getVersionString_cb cb), (override));
+ MOCK_METHOD(Return<void>, getType, (getType_cb cb), (override));
+ MOCK_METHOD(Return<void>, getCapabilities_1_2, (getCapabilities_1_2_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedExtensions, (getSupportedExtensions_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_2,
+ (const V1_2::Model& model, getSupportedOperations_1_2_cb cb), (override));
+ MOCK_METHOD(Return<void>, getNumberOfCacheFilesNeeded, (getNumberOfCacheFilesNeeded_cb cb),
+ (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModel_1_2,
+ (const V1_2::Model& model, V1_1::ExecutionPreference preference,
+ const hidl_vec<hidl_handle>& modelCache, const hidl_vec<hidl_handle>& dataCache,
+ const CacheToken& token, const sp<V1_2::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, prepareModelFromCache,
+ (const hidl_vec<hidl_handle>& modelCache, const hidl_vec<hidl_handle>& dataCache,
+ const CacheToken& token, const sp<V1_2::IPreparedModelCallback>& callback),
+ (override));
+
+ // V1_3 methods below.
+ MOCK_METHOD(Return<void>, getCapabilities_1_3, (getCapabilities_1_3_cb cb), (override));
+ MOCK_METHOD(Return<void>, getSupportedOperations_1_3,
+ (const V1_3::Model& model, getSupportedOperations_1_3_cb cb), (override));
+ MOCK_METHOD(Return<V1_3::ErrorStatus>, prepareModel_1_3,
+ (const V1_3::Model& model, V1_1::ExecutionPreference preference,
+ V1_3::Priority priority, const V1_3::OptionalTimePoint& deadline,
+ const hidl_vec<hidl_handle>& modelCache, const hidl_vec<hidl_handle>& dataCache,
+ const CacheToken& token, const sp<V1_3::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<V1_3::ErrorStatus>, prepareModelFromCache_1_3,
+ (const V1_3::OptionalTimePoint& deadline, const hidl_vec<hidl_handle>& modelCache,
+ const hidl_vec<hidl_handle>& dataCache, const CacheToken& token,
+ const sp<V1_3::IPreparedModelCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<void>, allocate,
+ (const V1_3::BufferDesc& desc,
+ const hidl_vec<sp<V1_3::IPreparedModel>>& preparedModels,
+ const hidl_vec<V1_3::BufferRole>& inputRoles,
+ const hidl_vec<V1_3::BufferRole>& outputRoles, allocate_cb cb),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockDevice> MockDevice::create() {
+ auto mockDevice = sp<MockDevice>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockDevice, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockDevice;
+}
+
+inline Return<bool> MockDevice::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockDevice::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::Device will not use the `cookie` or `who` arguments, so we pass in 0
+ // and nullptr for these arguments instead. Normally, they are used by the hidl_death_recipient
+ // to determine which object is dead. However, the utils::Device code only pairs a single death
+ // recipient with a single HIDL interface object, so these arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
diff --git a/neuralnetworks/1.3/utils/test/MockFencedExecutionCallback.h b/neuralnetworks/1.3/utils/test/MockFencedExecutionCallback.h
new file mode 100644
index 0000000..fc08a7f
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/MockFencedExecutionCallback.h
@@ -0,0 +1,42 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
+
+#include <android/hardware/neuralnetworks/1.3/IFencedExecutionCallback.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+
+class MockFencedExecutionCallback final : public IFencedExecutionCallback {
+ public:
+ static sp<MockFencedExecutionCallback> create();
+
+ // V1_3 methods below.
+ MOCK_METHOD(Return<void>, getExecutionInfo, (IFencedExecutionCallback::getExecutionInfo_cb cb),
+ (override));
+};
+
+inline sp<MockFencedExecutionCallback> MockFencedExecutionCallback::create() {
+ return sp<MockFencedExecutionCallback>::make();
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
diff --git a/neuralnetworks/1.3/utils/test/MockPreparedModel.h b/neuralnetworks/1.3/utils/test/MockPreparedModel.h
new file mode 100644
index 0000000..e441524
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/MockPreparedModel.h
@@ -0,0 +1,121 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
+
+#include <android/hardware/neuralnetworks/1.3/IPreparedModel.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <hidl/HidlSupport.h>
+#include <hidl/Status.h>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+
+class MockPreparedModel final : public IPreparedModel {
+ public:
+ static sp<MockPreparedModel> create();
+
+ // IBase methods below.
+ MOCK_METHOD(Return<void>, ping, (), (override));
+ MOCK_METHOD(Return<bool>, linkToDeathRet, ());
+ Return<bool> linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) override;
+
+ // V1_0 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute,
+ (const V1_0::Request& request, const sp<V1_0::IExecutionCallback>& callback),
+ (override));
+
+ // V1_2 methods below.
+ MOCK_METHOD(Return<V1_0::ErrorStatus>, execute_1_2,
+ (const V1_0::Request& request, V1_2::MeasureTiming measure,
+ const sp<V1_2::IExecutionCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<void>, executeSynchronously,
+ (const V1_0::Request& request, V1_2::MeasureTiming measure,
+ executeSynchronously_cb cb),
+ (override));
+ MOCK_METHOD(Return<void>, configureExecutionBurst,
+ (const sp<V1_2::IBurstCallback>& callback,
+ const MQDescriptorSync<V1_2::FmqRequestDatum>& requestChannel,
+ const MQDescriptorSync<V1_2::FmqResultDatum>& resultChannel,
+ configureExecutionBurst_cb cb),
+ (override));
+
+ // V1_3 methods below.
+ MOCK_METHOD(Return<V1_3::ErrorStatus>, execute_1_3,
+ (const V1_3::Request& request, V1_2::MeasureTiming measure,
+ const V1_3::OptionalTimePoint& deadline,
+ const V1_3::OptionalTimeoutDuration& loopTimeoutDuration,
+ const sp<V1_3::IExecutionCallback>& callback),
+ (override));
+ MOCK_METHOD(Return<void>, executeSynchronously_1_3,
+ (const V1_3::Request& request, V1_2::MeasureTiming measure,
+ const V1_3::OptionalTimePoint& deadline,
+ const V1_3::OptionalTimeoutDuration& loopTimeoutDuration,
+ executeSynchronously_1_3_cb cb),
+ (override));
+ MOCK_METHOD(Return<void>, executeFenced,
+ (const V1_3::Request& request, const hidl_vec<hidl_handle>& waitFor,
+ V1_2::MeasureTiming measure, const V1_3::OptionalTimePoint& deadline,
+ const V1_3::OptionalTimeoutDuration& loopTimeoutDuration,
+ const V1_3::OptionalTimeoutDuration& duration, executeFenced_cb cb),
+ (override));
+
+ // Helper methods.
+ void simulateCrash();
+
+ private:
+ sp<hidl_death_recipient> mDeathRecipient;
+};
+
+inline sp<MockPreparedModel> MockPreparedModel::create() {
+ auto mockPreparedModel = sp<MockPreparedModel>::make();
+
+ // Setup default actions for each relevant call.
+ const auto ret = []() -> Return<bool> { return true; };
+
+ // Setup default actions for each relevant call.
+ ON_CALL(*mockPreparedModel, linkToDeathRet()).WillByDefault(testing::Invoke(ret));
+
+ // These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
+ // uninteresting methods calls.
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(testing::AnyNumber());
+
+ return mockPreparedModel;
+}
+
+inline Return<bool> MockPreparedModel::linkToDeath(const sp<hidl_death_recipient>& recipient,
+ uint64_t /*cookie*/) {
+ mDeathRecipient = recipient;
+ return linkToDeathRet();
+}
+
+inline void MockPreparedModel::simulateCrash() {
+ ASSERT_NE(nullptr, mDeathRecipient.get());
+
+ // Currently, the utils::PreparedModel will not use the `cookie` or `who` arguments, so we pass
+ // in 0 and nullptr for these arguments instead. Normally, they are used by the
+ // hidl_death_recipient to determine which object is dead. However, the utils::PreparedModel
+ // code only pairs a single death recipient with a single HIDL interface object, so these
+ // arguments are redundant.
+ mDeathRecipient->serviceDied(0, nullptr);
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
diff --git a/neuralnetworks/1.3/utils/test/PreparedModelTest.cpp b/neuralnetworks/1.3/utils/test/PreparedModelTest.cpp
new file mode 100644
index 0000000..11796dd
--- /dev/null
+++ b/neuralnetworks/1.3/utils/test/PreparedModelTest.cpp
@@ -0,0 +1,470 @@
+/*
+ * 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 "MockFencedExecutionCallback.h"
+#include "MockPreparedModel.h"
+
+#include <android/hardware/neuralnetworks/1.3/IExecutionCallback.h>
+#include <android/hardware/neuralnetworks/1.3/IFencedExecutionCallback.h>
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IPreparedModel.h>
+#include <nnapi/TypeUtils.h>
+#include <nnapi/Types.h>
+#include <nnapi/hal/1.3/PreparedModel.h>
+
+#include <functional>
+#include <memory>
+
+namespace android::hardware::neuralnetworks::V1_3::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::Invoke;
+using ::testing::InvokeWithoutArgs;
+
+const sp<V1_3::IPreparedModel> kInvalidPreparedModel;
+constexpr auto kNoTiming = V1_2::Timing{.timeOnDevice = std::numeric_limits<uint64_t>::max(),
+ .timeInDriver = std::numeric_limits<uint64_t>::max()};
+
+sp<MockPreparedModel> createMockPreparedModel() {
+ const auto mockPreparedModel = MockPreparedModel::create();
+
+ // Ensure that older calls are not used.
+ EXPECT_CALL(*mockPreparedModel, execute(_, _)).Times(0);
+ EXPECT_CALL(*mockPreparedModel, execute_1_2(_, _, _)).Times(0);
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously(_, _, _)).Times(0);
+
+ return mockPreparedModel;
+}
+
+auto makeExecuteSynchronously(V1_3::ErrorStatus status,
+ const std::vector<V1_2::OutputShape>& outputShapes,
+ const V1_2::Timing& timing) {
+ return [status, outputShapes, timing](
+ const V1_3::Request& /*request*/, V1_2::MeasureTiming /*measureTiming*/,
+ const V1_3::OptionalTimePoint& /*deadline*/,
+ const V1_3::OptionalTimeoutDuration& /*loopTimeoutDuration*/,
+ const V1_3::IPreparedModel::executeSynchronously_1_3_cb& cb) {
+ cb(status, outputShapes, timing);
+ return hardware::Void();
+ };
+}
+auto makeExecuteAsynchronously(V1_3::ErrorStatus launchStatus, V1_3::ErrorStatus returnStatus,
+ const std::vector<V1_2::OutputShape>& outputShapes,
+ const V1_2::Timing& timing) {
+ return [launchStatus, returnStatus, outputShapes, timing](
+ const V1_3::Request& /*request*/, V1_2::MeasureTiming /*measureTiming*/,
+ const V1_3::OptionalTimePoint& /*deadline*/,
+ const V1_3::OptionalTimeoutDuration& /*loopTimeoutDuration*/,
+ const sp<V1_3::IExecutionCallback>& cb) -> Return<V1_3::ErrorStatus> {
+ cb->notify_1_3(returnStatus, outputShapes, timing);
+ return launchStatus;
+ };
+}
+auto makeExecuteFencedReturn(V1_3::ErrorStatus status, const hardware::hidl_handle& syncFence,
+ const sp<V1_3::IFencedExecutionCallback>& dispatchCallback) {
+ return [status, syncFence, dispatchCallback](
+ const V1_3::Request& /*request*/,
+ const hardware::hidl_vec<hardware::hidl_handle>& /*waitFor*/,
+ V1_2::MeasureTiming /*measure*/, const V1_3::OptionalTimePoint& /*deadline*/,
+ const V1_3::OptionalTimeoutDuration& /*loopTimeoutDuration*/,
+ const V1_3::OptionalTimeoutDuration& /*duration*/,
+ const V1_3::IPreparedModel::executeFenced_cb& cb) {
+ cb(status, syncFence, dispatchCallback);
+ return hardware::Void();
+ };
+}
+auto makeExecuteFencedCallbackReturn(V1_3::ErrorStatus status, const V1_2::Timing& timingA,
+ const V1_2::Timing& timingB) {
+ return [status, timingA,
+ timingB](const V1_3::IFencedExecutionCallback::getExecutionInfo_cb& cb) {
+ cb(status, timingA, timingB);
+ return hardware::Void();
+ };
+}
+
+std::function<hardware::Status()> makeTransportFailure(status_t status) {
+ return [status] { return hardware::Status::fromStatusT(status); };
+}
+
+const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
+const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
+
+} // namespace
+
+TEST(PreparedModelTest, invalidPreparedModel) {
+ // run test
+ const auto result = PreparedModel::create(kInvalidPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathError) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto ret = []() -> Return<bool> { return false; };
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathTransportFailure) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, linkToDeathDeadObject) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModel, linkToDeathRet())
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeSync) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteSynchronously(V1_3::ErrorStatus::NONE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(PreparedModelTest, executeSyncError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(
+ makeExecuteSynchronously(V1_3::ErrorStatus::GENERAL_FAILURE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeSyncTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeSyncDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeSynchronously_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeAsync) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(V1_3::ErrorStatus::NONE,
+ V1_3::ErrorStatus::NONE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ EXPECT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(PreparedModelTest, executeAsyncLaunchError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(V1_3::ErrorStatus::GENERAL_FAILURE,
+ V1_3::ErrorStatus::GENERAL_FAILURE, {},
+ kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncReturnError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteAsynchronously(
+ V1_3::ErrorStatus::NONE, V1_3::ErrorStatus::GENERAL_FAILURE, {}, kNoTiming)));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeAsyncDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeAsyncCrash) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/false).value();
+ const auto ret = [&mockPreparedModel]() -> hardware::Return<V1_3::ErrorStatus> {
+ mockPreparedModel->simulateCrash();
+ return V1_3::ErrorStatus::NONE;
+ };
+ EXPECT_CALL(*mockPreparedModel, execute_1_3(_, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(ret));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(PreparedModelTest, executeFenced) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ const auto mockCallback = MockFencedExecutionCallback::create();
+ EXPECT_CALL(*mockCallback, getExecutionInfo(_))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteFencedCallbackReturn(V1_3::ErrorStatus::NONE, kNoTiming,
+ kNoTiming)));
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteFencedReturn(V1_3::ErrorStatus::NONE, {}, mockCallback)));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& [syncFence, callback] = result.value();
+ EXPECT_EQ(syncFence.syncWait({}), nn::SyncFence::FenceState::SIGNALED);
+ ASSERT_NE(callback, nullptr);
+
+ // get results from callback
+ const auto callbackResult = callback();
+ ASSERT_TRUE(callbackResult.has_value()) << "Failed with " << callbackResult.error().code << ": "
+ << callbackResult.error().message;
+}
+
+TEST(PreparedModelTest, executeFencedCallbackError) {
+ // setup call
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ const auto mockCallback = MockFencedExecutionCallback::create();
+ EXPECT_CALL(*mockCallback, getExecutionInfo(_))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteFencedCallbackReturn(V1_3::ErrorStatus::GENERAL_FAILURE,
+ kNoTiming, kNoTiming)));
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(makeExecuteFencedReturn(V1_3::ErrorStatus::NONE, {}, mockCallback)));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ const auto& [syncFence, callback] = result.value();
+ EXPECT_NE(syncFence.syncWait({}), nn::SyncFence::FenceState::ACTIVE);
+ ASSERT_NE(callback, nullptr);
+
+ // verify callback failure
+ const auto callbackResult = callback();
+ ASSERT_FALSE(callbackResult.has_value());
+ EXPECT_EQ(callbackResult.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeFencedError) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Invoke(
+ makeExecuteFencedReturn(V1_3::ErrorStatus::GENERAL_FAILURE, {}, nullptr)));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeFencedTransportFailure) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(PreparedModelTest, executeFencedDeadObject) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+// TODO: test burst execution if/when it is added to nn::IPreparedModel.
+
+TEST(PreparedModelTest, getUnderlyingResource) {
+ // setup test
+ const auto mockPreparedModel = createMockPreparedModel();
+ const auto preparedModel =
+ PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
+
+ // run test
+ const auto resource = preparedModel->getUnderlyingResource();
+
+ // verify resource
+ const sp<V1_3::IPreparedModel>* maybeMock = std::any_cast<sp<V1_3::IPreparedModel>>(&resource);
+ ASSERT_NE(maybeMock, nullptr);
+ EXPECT_EQ(maybeMock->get(), mockPreparedModel.get());
+}
+
+} // namespace android::hardware::neuralnetworks::V1_3::utils
diff --git a/neuralnetworks/TEST_MAPPING b/neuralnetworks/TEST_MAPPING
index ca5041d..de84624 100644
--- a/neuralnetworks/TEST_MAPPING
+++ b/neuralnetworks/TEST_MAPPING
@@ -1,6 +1,21 @@
{
"presubmit": [
{
+ "name": "neuralnetworks_utils_hal_common_test"
+ },
+ {
+ "name": "neuralnetworks_utils_hal_1_0_test"
+ },
+ {
+ "name": "neuralnetworks_utils_hal_1_1_test"
+ },
+ {
+ "name": "neuralnetworks_utils_hal_1_2_test"
+ },
+ {
+ "name": "neuralnetworks_utils_hal_1_3_test"
+ },
+ {
"name": "VtsHalNeuralnetworksV1_0TargetTest",
"options": [
{
diff --git a/neuralnetworks/utils/common/Android.bp b/neuralnetworks/utils/common/Android.bp
index 21562cf..6c491ae 100644
--- a/neuralnetworks/utils/common/Android.bp
+++ b/neuralnetworks/utils/common/Android.bp
@@ -28,3 +28,28 @@
"libhidlbase",
],
}
+
+cc_test {
+ name: "neuralnetworks_utils_hal_common_test",
+ srcs: ["test/*.cpp"],
+ static_libs: [
+ "[email protected]",
+ "libgmock",
+ "libneuralnetworks_common",
+ "neuralnetworks_types",
+ "neuralnetworks_utils_hal_common",
+ ],
+ shared_libs: [
+ "[email protected]",
+ "[email protected]",
+ "libbase",
+ "libcutils",
+ "libfmq",
+ "libhidlbase",
+ "libhidlmemory",
+ "liblog",
+ "libnativewindow",
+ "libutils",
+ ],
+ test_suites: ["general-tests"],
+}
diff --git a/neuralnetworks/utils/common/test/MockBuffer.h b/neuralnetworks/utils/common/test/MockBuffer.h
new file mode 100644
index 0000000..c5405fb
--- /dev/null
+++ b/neuralnetworks/utils/common/test/MockBuffer.h
@@ -0,0 +1,37 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
+
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IBuffer.h>
+#include <nnapi/Types.h>
+
+namespace android::nn {
+
+class MockBuffer final : public IBuffer {
+ public:
+ MOCK_METHOD(Request::MemoryDomainToken, getToken, (), (const, override));
+ MOCK_METHOD(GeneralResult<void>, copyTo, (const Memory& dst), (const, override));
+ MOCK_METHOD(GeneralResult<void>, copyFrom, (const Memory& src, const Dimensions& dimensions),
+ (const, override));
+};
+
+} // namespace android::nn
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
diff --git a/neuralnetworks/utils/common/test/MockDevice.h b/neuralnetworks/utils/common/test/MockDevice.h
new file mode 100644
index 0000000..08cd5c5
--- /dev/null
+++ b/neuralnetworks/utils/common/test/MockDevice.h
@@ -0,0 +1,57 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
+
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IDevice.h>
+
+namespace android::nn {
+
+class MockDevice final : public IDevice {
+ public:
+ MOCK_METHOD(const std::string&, getName, (), (const, override));
+ MOCK_METHOD(const std::string&, getVersionString, (), (const, override));
+ MOCK_METHOD(Version, getFeatureLevel, (), (const, override));
+ MOCK_METHOD(DeviceType, getType, (), (const, override));
+ MOCK_METHOD(const std::vector<Extension>&, getSupportedExtensions, (), (const, override));
+ MOCK_METHOD(const Capabilities&, getCapabilities, (), (const, override));
+ MOCK_METHOD((std::pair<uint32_t, uint32_t>), getNumberOfCacheFilesNeeded, (),
+ (const, override));
+ MOCK_METHOD(GeneralResult<void>, wait, (), (const, override));
+ MOCK_METHOD(GeneralResult<std::vector<bool>>, getSupportedOperations, (const Model& model),
+ (const, override));
+ MOCK_METHOD(GeneralResult<SharedPreparedModel>, prepareModel,
+ (const Model& model, ExecutionPreference preference, Priority priority,
+ OptionalTimePoint deadline, const std::vector<SharedHandle>& modelCache,
+ const std::vector<SharedHandle>& dataCache, const CacheToken& token),
+ (const, override));
+ MOCK_METHOD(GeneralResult<SharedPreparedModel>, prepareModelFromCache,
+ (OptionalTimePoint deadline, const std::vector<SharedHandle>& modelCache,
+ const std::vector<SharedHandle>& dataCache, const CacheToken& token),
+ (const, override));
+ MOCK_METHOD(GeneralResult<SharedBuffer>, allocate,
+ (const BufferDesc& desc, const std::vector<SharedPreparedModel>& preparedModels,
+ const std::vector<BufferRole>& inputRoles,
+ const std::vector<BufferRole>& outputRoles),
+ (const, override));
+};
+
+} // namespace android::nn
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
diff --git a/neuralnetworks/utils/common/test/MockPreparedModel.h b/neuralnetworks/utils/common/test/MockPreparedModel.h
new file mode 100644
index 0000000..928508e
--- /dev/null
+++ b/neuralnetworks/utils/common/test/MockPreparedModel.h
@@ -0,0 +1,43 @@
+/*
+ * 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.
+ */
+
+#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
+#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
+
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+#include <nnapi/IPreparedModel.h>
+
+namespace android::nn {
+
+class MockPreparedModel final : public IPreparedModel {
+ public:
+ MOCK_METHOD((ExecutionResult<std::pair<std::vector<OutputShape>, Timing>>), execute,
+ (const Request& request, MeasureTiming measure, const OptionalTimePoint& deadline,
+ const OptionalDuration& loopTimeoutDuration),
+ (const, override));
+ MOCK_METHOD((GeneralResult<std::pair<SyncFence, ExecuteFencedInfoCallback>>), executeFenced,
+ (const Request& request, const std::vector<SyncFence>& waitFor,
+ MeasureTiming measure, const OptionalTimePoint& deadline,
+ const OptionalDuration& loopTimeoutDuration,
+ const OptionalDuration& timeoutDurationAfterFence),
+ (const, override));
+ MOCK_METHOD(std::any, getUnderlyingResource, (), (const, override));
+};
+
+} // namespace android::nn
+
+#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
diff --git a/neuralnetworks/utils/common/test/ResilientBufferTest.cpp b/neuralnetworks/utils/common/test/ResilientBufferTest.cpp
new file mode 100644
index 0000000..deb9b7c
--- /dev/null
+++ b/neuralnetworks/utils/common/test/ResilientBufferTest.cpp
@@ -0,0 +1,266 @@
+/*
+ * 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/ResilientBuffer.h>
+#include <tuple>
+#include <utility>
+#include "MockBuffer.h"
+
+namespace android::hardware::neuralnetworks::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::InvokeWithoutArgs;
+using ::testing::Return;
+
+constexpr auto kToken = nn::Request::MemoryDomainToken{1};
+
+using SharedMockBuffer = std::shared_ptr<const nn::MockBuffer>;
+using MockBufferFactory = ::testing::MockFunction<nn::GeneralResult<nn::SharedBuffer>()>;
+
+SharedMockBuffer createConfiguredMockBuffer() {
+ return std::make_shared<const nn::MockBuffer>();
+}
+
+std::tuple<std::shared_ptr<const nn::MockBuffer>, std::unique_ptr<MockBufferFactory>,
+ std::shared_ptr<const ResilientBuffer>>
+setup() {
+ auto mockBuffer = std::make_shared<const nn::MockBuffer>();
+
+ auto mockBufferFactory = std::make_unique<MockBufferFactory>();
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(Return(mockBuffer));
+
+ auto buffer = ResilientBuffer::create(mockBufferFactory->AsStdFunction()).value();
+ return std::make_tuple(std::move(mockBuffer), std::move(mockBufferFactory), std::move(buffer));
+}
+
+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);
+
+const auto kNoError = nn::GeneralResult<void>{};
+
+} // namespace
+
+TEST(ResilientBufferTest, invalidBufferFactory) {
+ // setup call
+ const auto invalidBufferFactory = ResilientBuffer::Factory{};
+
+ // run test
+ const auto result = ResilientBuffer::create(invalidBufferFactory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(ResilientBufferTest, bufferFactoryFailure) {
+ // setup call
+ const auto invalidBufferFactory = kReturnGeneralFailure;
+
+ // run test
+ const auto result = ResilientBuffer::create(invalidBufferFactory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientBufferTest, getBuffer) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+
+ // run test
+ const auto result = buffer->getBuffer();
+
+ // verify result
+ EXPECT_TRUE(result == mockBuffer);
+}
+
+TEST(ResilientBufferTest, getToken) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, getToken()).Times(1).WillOnce(Return(kToken));
+
+ // run test
+ const auto token = buffer->getToken();
+
+ // verify result
+ EXPECT_EQ(token, kToken);
+}
+
+TEST(ResilientBufferTest, copyTo) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(Return(kNoError));
+
+ // run test
+ const auto result = buffer->copyTo({});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientBufferTest, copyToError) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = buffer->copyTo({});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientBufferTest, copyToDeadObjectFailedRecovery) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(kReturnDeadObject);
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = buffer->copyTo({});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(ResilientBufferTest, copyToDeadObjectSuccessfulRecovery) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyTo(_)).Times(1).WillOnce(kReturnDeadObject);
+ const auto recoveredMockBuffer = createConfiguredMockBuffer();
+ EXPECT_CALL(*recoveredMockBuffer, copyTo(_)).Times(1).WillOnce(Return(kNoError));
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(Return(recoveredMockBuffer));
+
+ // run test
+ const auto result = buffer->copyTo({});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientBufferTest, copyFrom) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(Return(kNoError));
+
+ // run test
+ const auto result = buffer->copyFrom({}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientBufferTest, copyFromError) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = buffer->copyFrom({}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientBufferTest, copyFromDeadObjectFailedRecovery) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(kReturnDeadObject);
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = buffer->copyFrom({}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(ResilientBufferTest, copyFromDeadObjectSuccessfulRecovery) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ EXPECT_CALL(*mockBuffer, copyFrom(_, _)).Times(1).WillOnce(kReturnDeadObject);
+ const auto recoveredMockBuffer = createConfiguredMockBuffer();
+ EXPECT_CALL(*recoveredMockBuffer, copyFrom(_, _)).Times(1).WillOnce(Return(kNoError));
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(Return(recoveredMockBuffer));
+
+ // run test
+ const auto result = buffer->copyFrom({}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientBufferTest, recover) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ const auto recoveredMockBuffer = createConfiguredMockBuffer();
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(Return(recoveredMockBuffer));
+
+ // run test
+ const auto result = buffer->recover(mockBuffer.get());
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_TRUE(result.value() == recoveredMockBuffer);
+}
+
+TEST(ResilientBufferTest, recoverFailure) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ const auto recoveredMockBuffer = createConfiguredMockBuffer();
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = buffer->recover(mockBuffer.get());
+
+ // verify result
+ EXPECT_FALSE(result.has_value());
+}
+
+TEST(ResilientBufferTest, someoneElseRecovered) {
+ // setup call
+ const auto [mockBuffer, mockBufferFactory, buffer] = setup();
+ const auto recoveredMockBuffer = createConfiguredMockBuffer();
+ EXPECT_CALL(*mockBufferFactory, Call()).Times(1).WillOnce(Return(recoveredMockBuffer));
+ buffer->recover(mockBuffer.get());
+
+ // run test
+ const auto result = buffer->recover(mockBuffer.get());
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_TRUE(result.value() == recoveredMockBuffer);
+}
+
+} // namespace android::hardware::neuralnetworks::utils
diff --git a/neuralnetworks/utils/common/test/ResilientDeviceTest.cpp b/neuralnetworks/utils/common/test/ResilientDeviceTest.cpp
new file mode 100644
index 0000000..3abd724
--- /dev/null
+++ b/neuralnetworks/utils/common/test/ResilientDeviceTest.cpp
@@ -0,0 +1,725 @@
+/*
+ * 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::InvokeWithoutArgs;
+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::Version::ANDROID_OC_MR1;
+ 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::Version::ANDROID_OC_MR1;
+ 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::Version::ANDROID_P));
+ 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
diff --git a/neuralnetworks/utils/common/test/ResilientPreparedModelTest.cpp b/neuralnetworks/utils/common/test/ResilientPreparedModelTest.cpp
new file mode 100644
index 0000000..6d86e10
--- /dev/null
+++ b/neuralnetworks/utils/common/test/ResilientPreparedModelTest.cpp
@@ -0,0 +1,297 @@
+/*
+ * 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/ResilientPreparedModel.h>
+#include <utility>
+#include "MockPreparedModel.h"
+
+namespace android::hardware::neuralnetworks::utils {
+namespace {
+
+using ::testing::_;
+using ::testing::InvokeWithoutArgs;
+using ::testing::Return;
+
+using SharedMockPreparedModel = std::shared_ptr<const nn::MockPreparedModel>;
+using MockPreparedModelFactory =
+ ::testing::MockFunction<nn::GeneralResult<nn::SharedPreparedModel>()>;
+
+SharedMockPreparedModel createConfiguredMockPreparedModel() {
+ return std::make_shared<const nn::MockPreparedModel>();
+}
+
+std::tuple<std::shared_ptr<const nn::MockPreparedModel>, std::unique_ptr<MockPreparedModelFactory>,
+ std::shared_ptr<const ResilientPreparedModel>>
+setup() {
+ auto mockPreparedModel = std::make_shared<const nn::MockPreparedModel>();
+
+ auto mockPreparedModelFactory = std::make_unique<MockPreparedModelFactory>();
+ EXPECT_CALL(*mockPreparedModelFactory, Call()).Times(1).WillOnce(Return(mockPreparedModel));
+
+ auto buffer = ResilientPreparedModel::create(mockPreparedModelFactory->AsStdFunction()).value();
+ return std::make_tuple(std::move(mockPreparedModel), std::move(mockPreparedModelFactory),
+ std::move(buffer));
+}
+
+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);
+
+const auto kNoExecutionError =
+ nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>>{};
+const auto kNoFencedExecutionError =
+ nn::GeneralResult<std::pair<nn::SyncFence, nn::ExecuteFencedInfoCallback>>(
+ std::make_pair(nn::SyncFence::createAsSignaled(), nullptr));
+
+struct FakeResource {};
+
+} // namespace
+
+TEST(ResilientPreparedModelTest, invalidPreparedModelFactory) {
+ // setup call
+ const auto invalidPreparedModelFactory = ResilientPreparedModel::Factory{};
+
+ // run test
+ const auto result = ResilientPreparedModel::create(invalidPreparedModelFactory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
+}
+
+TEST(ResilientPreparedModelTest, preparedModelFactoryFailure) {
+ // setup call
+ const auto invalidPreparedModelFactory = kReturnGeneralFailure;
+
+ // run test
+ const auto result = ResilientPreparedModel::create(invalidPreparedModelFactory);
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientPreparedModelTest, getPreparedModel) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+
+ // run test
+ const auto result = preparedModel->getPreparedModel();
+
+ // verify result
+ EXPECT_TRUE(result == mockPreparedModel);
+}
+
+TEST(ResilientPreparedModelTest, execute) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _, _, _))
+ .Times(1)
+ .WillOnce(Return(kNoExecutionError));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientPreparedModelTest, executeError) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _, _, _)).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientPreparedModelTest, executeDeadObjectFailedRecovery) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _, _, _)).Times(1).WillOnce(kReturnDeadObject);
+ constexpr auto ret = [] { return nn::error(nn::ErrorStatus::GENERAL_FAILURE); };
+ EXPECT_CALL(*mockPreparedModelFactory, Call()).Times(1).WillOnce(ret);
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(ResilientPreparedModelTest, executeDeadObjectSuccessfulRecovery) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, execute(_, _, _, _)).Times(1).WillOnce(kReturnDeadObject);
+ const auto recoveredMockPreparedModel = createConfiguredMockPreparedModel();
+ EXPECT_CALL(*recoveredMockPreparedModel, execute(_, _, _, _))
+ .Times(1)
+ .WillOnce(Return(kNoExecutionError));
+ EXPECT_CALL(*mockPreparedModelFactory, Call())
+ .Times(1)
+ .WillOnce(Return(recoveredMockPreparedModel));
+
+ // run test
+ const auto result = preparedModel->execute({}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientPreparedModelTest, executeFenced) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Return(kNoFencedExecutionError));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientPreparedModelTest, executeFencedError) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
+}
+
+TEST(ResilientPreparedModelTest, executeFencedDeadObjectFailedRecovery) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(kReturnDeadObject);
+ EXPECT_CALL(*mockPreparedModelFactory, Call()).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_FALSE(result.has_value());
+ EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
+}
+
+TEST(ResilientPreparedModelTest, executeFencedDeadObjectSuccessfulRecovery) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, executeFenced(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(kReturnDeadObject);
+ const auto recoveredMockPreparedModel = createConfiguredMockPreparedModel();
+ EXPECT_CALL(*recoveredMockPreparedModel, executeFenced(_, _, _, _, _, _))
+ .Times(1)
+ .WillOnce(Return(kNoFencedExecutionError));
+ EXPECT_CALL(*mockPreparedModelFactory, Call())
+ .Times(1)
+ .WillOnce(Return(recoveredMockPreparedModel));
+
+ // run test
+ const auto result = preparedModel->executeFenced({}, {}, {}, {}, {}, {});
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+}
+
+TEST(ResilientPreparedModelTest, getUnderlyingResource) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ EXPECT_CALL(*mockPreparedModel, getUnderlyingResource())
+ .Times(1)
+ .WillOnce(Return(FakeResource{}));
+
+ // run test
+ const auto resource = preparedModel->getUnderlyingResource();
+
+ // verify resource
+ const FakeResource* maybeFakeResource = std::any_cast<FakeResource>(&resource);
+ EXPECT_NE(maybeFakeResource, nullptr);
+}
+
+TEST(ResilientPreparedModelTest, recover) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ const auto recoveredMockPreparedModel = createConfiguredMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModelFactory, Call())
+ .Times(1)
+ .WillOnce(Return(recoveredMockPreparedModel));
+
+ // run test
+ const auto result = preparedModel->recover(mockPreparedModel.get());
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_TRUE(result.value() == recoveredMockPreparedModel);
+}
+
+TEST(ResilientPreparedModelTest, recoverFailure) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ const auto recoveredMockPreparedModel = createConfiguredMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModelFactory, Call()).Times(1).WillOnce(kReturnGeneralFailure);
+
+ // run test
+ const auto result = preparedModel->recover(mockPreparedModel.get());
+
+ // verify result
+ EXPECT_FALSE(result.has_value());
+}
+
+TEST(ResilientPreparedModelTest, someoneElseRecovered) {
+ // setup call
+ const auto [mockPreparedModel, mockPreparedModelFactory, preparedModel] = setup();
+ const auto recoveredMockPreparedModel = createConfiguredMockPreparedModel();
+ EXPECT_CALL(*mockPreparedModelFactory, Call())
+ .Times(1)
+ .WillOnce(Return(recoveredMockPreparedModel));
+ preparedModel->recover(mockPreparedModel.get());
+
+ // run test
+ const auto result = preparedModel->recover(mockPreparedModel.get());
+
+ // verify result
+ ASSERT_TRUE(result.has_value())
+ << "Failed with " << result.error().code << ": " << result.error().message;
+ EXPECT_TRUE(result.value() == recoveredMockPreparedModel);
+}
+
+} // namespace android::hardware::neuralnetworks::utils
