mirror of
https://github.com/Evolution-X/hardware_interfaces
synced 2026-02-01 16:50:18 +00:00
b5c8a82f25
The following AIDL types are added:
- TokenValuePair
- PrepareModelConfig
- ExecutionConfig
The following AIDL methods are added:
- IDevice::prepareModelWithConfig
- IPreparedModel::executeSynchronouslyWithConfig
- IPreparedModel::executeFencedWithConfig
- IBurst::executeSynchronouslyWithConfig
The compilation and execution hints are being stored as a list of
token-value pairs as part of the PrepareModelConfig / ExecutionConfig.
And the PrepareModelConfig / ExecutionConfig parcelables are created in
order to make future extensions to the execution related interfaces
easier.
It is the drivers responsibility to verify the hints, and it is allowed
for the driver to ignore them.
Bug: 203248587
Test: neuralnetworks_utils_hal_aidl_test
Change-Id: I98240fd75089fc85cdfcaa0be28aab8a6f0dfca5
Merged-In: I98240fd75089fc85cdfcaa0be28aab8a6f0dfca5
(cherry picked from commit 0e671f3edb)
525 lines
19 KiB
C++
525 lines
19 KiB
C++
/*
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* Copyright (C) 2020 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "MockDevice.h"
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#include "MockPreparedModel.h"
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#include <android/hardware/neuralnetworks/1.0/IDevice.h>
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#include <gmock/gmock.h>
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#include <gtest/gtest.h>
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#include <nnapi/IDevice.h>
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#include <nnapi/TypeUtils.h>
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#include <nnapi/Types.h>
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#include <nnapi/hal/1.0/Device.h>
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#include <functional>
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#include <memory>
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#include <string>
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namespace android::hardware::neuralnetworks::V1_0::utils {
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namespace {
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using ::testing::_;
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using ::testing::Invoke;
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using ::testing::InvokeWithoutArgs;
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const nn::Model kSimpleModel = {
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.main = {.operands = {{.type = nn::OperandType::TENSOR_FLOAT32,
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.dimensions = {1},
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.lifetime = nn::Operand::LifeTime::SUBGRAPH_INPUT},
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{.type = nn::OperandType::TENSOR_FLOAT32,
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.dimensions = {1},
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.lifetime = nn::Operand::LifeTime::SUBGRAPH_OUTPUT}},
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.operations = {{.type = nn::OperationType::RELU, .inputs = {0}, .outputs = {1}}},
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.inputIndexes = {0},
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.outputIndexes = {1}}};
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const std::string kName = "Google-MockV1";
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const std::string kInvalidName = "";
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const sp<V1_0::IDevice> kInvalidDevice;
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constexpr V1_0::PerformanceInfo kNoPerformanceInfo = {
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.execTime = std::numeric_limits<float>::max(),
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.powerUsage = std::numeric_limits<float>::max()};
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template <typename... Args>
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auto makeCallbackReturn(Args&&... args) {
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return [argPack = std::make_tuple(std::forward<Args>(args)...)](const auto& cb) {
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std::apply(cb, argPack);
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return Void();
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};
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}
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sp<MockDevice> createMockDevice() {
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const auto mockDevice = MockDevice::create();
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// Setup default actions for each relevant call.
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const auto getCapabilities_ret = makeCallbackReturn(
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V1_0::ErrorStatus::NONE, V1_0::Capabilities{
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.float32Performance = kNoPerformanceInfo,
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.quantized8Performance = kNoPerformanceInfo,
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});
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// Setup default actions for each relevant call.
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ON_CALL(*mockDevice, getCapabilities(_)).WillByDefault(Invoke(getCapabilities_ret));
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// These EXPECT_CALL(...).Times(testing::AnyNumber()) calls are to suppress warnings on the
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// uninteresting methods calls.
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EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(testing::AnyNumber());
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return mockDevice;
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}
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auto makePreparedModelReturn(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus returnStatus,
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const sp<V1_0::utils::MockPreparedModel>& preparedModel) {
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return [launchStatus, returnStatus, preparedModel](const V1_0::Model& /*model*/,
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const sp<V1_0::IPreparedModelCallback>& cb)
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-> hardware::Return<V1_0::ErrorStatus> {
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cb->notify(returnStatus, preparedModel).isOk();
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return launchStatus;
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};
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}
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std::function<hardware::Status()> makeTransportFailure(status_t status) {
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return [status] { return hardware::Status::fromStatusT(status); };
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}
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const auto makeGeneralTransportFailure = makeTransportFailure(NO_MEMORY);
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const auto makeDeadObjectFailure = makeTransportFailure(DEAD_OBJECT);
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} // namespace
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TEST(DeviceTest, invalidName) {
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// run test
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const auto device = MockDevice::create();
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const auto result = Device::create(kInvalidName, device);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
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}
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TEST(DeviceTest, invalidDevice) {
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// run test
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const auto result = Device::create(kName, kInvalidDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::INVALID_ARGUMENT);
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}
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TEST(DeviceTest, getCapabilitiesError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto ret = makeCallbackReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
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V1_0::Capabilities{
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.float32Performance = kNoPerformanceInfo,
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.quantized8Performance = kNoPerformanceInfo,
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});
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EXPECT_CALL(*mockDevice, getCapabilities(_)).Times(1).WillOnce(Invoke(ret));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, getCapabilitiesTransportFailure) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, getCapabilities(_))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, getCapabilitiesDeadObject) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, getCapabilities(_))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
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}
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TEST(DeviceTest, linkToDeathError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto ret = []() -> Return<bool> { return false; };
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EXPECT_CALL(*mockDevice, linkToDeathRet()).Times(1).WillOnce(InvokeWithoutArgs(ret));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, linkToDeathTransportFailure) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, linkToDeathRet())
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, linkToDeathDeadObject) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, linkToDeathRet())
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
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// run test
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const auto result = Device::create(kName, mockDevice);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
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}
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TEST(DeviceTest, getName) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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// run test
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const auto& name = device->getName();
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// verify result
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EXPECT_EQ(name, kName);
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}
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TEST(DeviceTest, getFeatureLevel) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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// run test
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const auto featureLevel = device->getFeatureLevel();
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// verify result
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EXPECT_EQ(featureLevel, nn::kVersionFeatureLevel1);
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}
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TEST(DeviceTest, getCachedData) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto result = Device::create(kName, mockDevice);
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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const auto& device = result.value();
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// run test and verify results
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EXPECT_EQ(device->getVersionString(), device->getVersionString());
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EXPECT_EQ(device->getType(), device->getType());
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EXPECT_EQ(device->getSupportedExtensions(), device->getSupportedExtensions());
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EXPECT_EQ(device->getNumberOfCacheFilesNeeded(), device->getNumberOfCacheFilesNeeded());
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EXPECT_EQ(device->getCapabilities(), device->getCapabilities());
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}
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TEST(DeviceTest, wait) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto ret = []() -> Return<void> { return {}; };
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EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(ret));
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const auto device = Device::create(kName, mockDevice).value();
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// run test
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const auto result = device->wait();
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// verify result
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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}
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TEST(DeviceTest, waitTransportFailure) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, ping())
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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const auto device = Device::create(kName, mockDevice).value();
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// run test
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const auto result = device->wait();
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, waitDeadObject) {
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// setup call
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const auto mockDevice = createMockDevice();
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EXPECT_CALL(*mockDevice, ping()).Times(1).WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
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const auto device = Device::create(kName, mockDevice).value();
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// run test
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const auto result = device->wait();
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
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}
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TEST(DeviceTest, getSupportedOperations) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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const auto ret = [](const auto& model, const auto& cb) {
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cb(V1_0::ErrorStatus::NONE, std::vector<bool>(model.operations.size(), true));
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return hardware::Void();
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};
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EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(1).WillOnce(Invoke(ret));
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// run test
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const auto result = device->getSupportedOperations(kSimpleModel);
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// verify result
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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const auto& supportedOperations = result.value();
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EXPECT_EQ(supportedOperations.size(), kSimpleModel.main.operations.size());
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EXPECT_THAT(supportedOperations, Each(testing::IsTrue()));
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}
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TEST(DeviceTest, getSupportedOperationsError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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const auto ret = [](const auto& /*model*/, const auto& cb) {
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cb(V1_0::ErrorStatus::GENERAL_FAILURE, {});
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return hardware::Void();
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};
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EXPECT_CALL(*mockDevice, getSupportedOperations(_, _)).Times(1).WillOnce(Invoke(ret));
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// run test
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const auto result = device->getSupportedOperations(kSimpleModel);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, getSupportedOperationsTransportFailure) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, getSupportedOperations(_, _))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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// run test
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const auto result = device->getSupportedOperations(kSimpleModel);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, getSupportedOperationsDeadObject) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, getSupportedOperations(_, _))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
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// run test
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const auto result = device->getSupportedOperations(kSimpleModel);
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
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}
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TEST(DeviceTest, prepareModel) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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const auto mockPreparedModel = V1_0::utils::MockPreparedModel::create();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
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V1_0::ErrorStatus::NONE, mockPreparedModel)));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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EXPECT_NE(result.value(), nullptr);
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}
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TEST(DeviceTest, prepareModelLaunchError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::GENERAL_FAILURE,
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V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, prepareModelReturnError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
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V1_0::ErrorStatus::GENERAL_FAILURE, nullptr)));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, prepareModelNullptrError) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(Invoke(makePreparedModelReturn(V1_0::ErrorStatus::NONE,
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V1_0::ErrorStatus::NONE, nullptr)));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, prepareModelTransportFailure) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(DeviceTest, prepareModelDeadObject) {
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// setup call
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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EXPECT_CALL(*mockDevice, prepareModel(_, _))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
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// run test
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const auto result = device->prepareModel(kSimpleModel, nn::ExecutionPreference::DEFAULT,
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nn::Priority::DEFAULT, {}, {}, {}, {}, {}, {});
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
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}
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TEST(DeviceTest, prepareModelAsyncCrash) {
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// setup test
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const auto mockDevice = createMockDevice();
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const auto device = Device::create(kName, mockDevice).value();
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const auto ret = [&mockDevice]() -> hardware::Return<V1_0::ErrorStatus> {
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mockDevice->simulateCrash();
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|
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
|