/* * 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 #include #include #include #include #include #include #include #include #include namespace android::nn { namespace { SharedDevice getDevice() { /** * TODO: INSERT CUSTOM DEVICE HERE * * This code can test a canonical IDevice directly, a HIDL IDevice by using the corresponding * wrapper in neuralnetworks_utils_hal_1_*, or an AIDL IDevice by using the corresponding * wrapper in neuralnetworks_utils_hal_aidl. E.g.: * HIDL 1.0 -- ::android::hardware::neuralnetworks::V1_0::utils::Device::create * HIDL 1.1 -- ::android::hardware::neuralnetworks::V1_1::utils::Device::create * HIDL 1.2 -- ::android::hardware::neuralnetworks::V1_2::utils::Device::create * HIDL 1.3 -- ::android::hardware::neuralnetworks::V1_3::utils::Device::create * AIDL -- ::aidl::android::hardware::neuralnetworks::utils::Device::create */ static const SharedDevice device = std::make_shared("example-driver"); return device; } ExecutionResult runTest(const ::test_helper::TestModel& testModel) { // Set up device. const auto device = getDevice(); CHECK(device != nullptr); // Set up model. const auto model = NN_TRY(test::createModel(testModel)); // Attempt to prepare the model. const auto preparedModel = NN_TRY(device->prepareModel( model, ExecutionPreference::DEFAULT, Priority::DEFAULT, /*deadline=*/{}, /*modelCache=*/{}, /*dataCache=*/{}, /*token=*/{}, /*hints=*/{}, /*extensionPrefix*/ {})); CHECK(preparedModel != nullptr); // Set up request. const auto request = NN_TRY(test::createRequest(testModel)); // Perform execution. NN_TRY(preparedModel->execute(request, MeasureTiming::YES, /*deadline=*/{}, /*loopTimeoutDuration=*/{}, /*hints=*/{}, /*extensionPrefix*/ {})); return {}; } } // namespace } // namespace android::nn void nnapiFuzzTest(const ::test_helper::TestModel& testModel) { android::nn::runTest(testModel); }