/* * Copyright (C) 2017 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. */ #define LOG_TAG "NeuralNetworksTest" #include #include #include #include #include #include #include "LogTestCaseToLogcat.h" #include "TestNeuralNetworksWrapper.h" #ifndef NNTEST_ONLY_PUBLIC_API #include #include "Manager.h" #endif namespace { using namespace android::nn::test_wrapper; // We run through the test suite several times, by invoking test() several // times. Each run is a "pass". // Bitmask of passes we're allowed to run. static uint64_t allowedPasses = ~uint64_t(0); // DeviceManager::setUseCpuOnly() and Execution::setComputeUsesSynchronousAPI() // according to arguments, and return RUN_ALL_TESTS(). It is unspecified what // values those settings have when this function returns. // // EXCEPTION: If NNTEST_ONLY_PUBLIC_API is defined, then we cannot call // non-public DeviceManager::setUseCpuOnly(); we assume the setting is always // false, and if we are asked to set it to true, we return 0 ("success") without // running tests. static int test(bool useCpuOnly, Execution::ComputeMode computeMode) { // NOTE: The test mapping configuration (packages/modules/NeuralNetworks/TEST_MAPPING) uses // the value of 4 to only run pass 2 of the test, corresponding to // "useCpuOnly = 0, computeMode = ComputeMode::ASYNC". // If you change the bit representation here, also make the corresponding // change to the TEST_MAPPING file to run the equivalent pass of the test. uint32_t passIndex = (useCpuOnly << 0) + (static_cast(computeMode) << 1); #ifdef NNTEST_ONLY_PUBLIC_API if (useCpuOnly) { return 0; } #else android::nn::DeviceManager::get()->setUseCpuOnly(useCpuOnly); #endif Execution::setComputeMode(computeMode); auto computeModeText = [computeMode] { switch (computeMode) { case Execution::ComputeMode::SYNC: return "ComputeMode::SYNC"; case Execution::ComputeMode::ASYNC: return "ComputeMode::ASYNC"; case Execution::ComputeMode::BURST: return "ComputeMode::BURST"; case Execution::ComputeMode::FENCED: return "ComputeMode::FENCED"; } return ""; }; std::stringstream stream; stream << "useCpuOnly = " << useCpuOnly << ", computeMode = " << computeModeText() << " // pass " << passIndex; const std::string message = stream.str(); LOG(INFO) << message; std::cout << "[**********] " << message << std::endl; SCOPED_TRACE(message); if (!((uint64_t(1) << passIndex) & allowedPasses)) { LOG(INFO) << "SKIPPED PASS"; std::cout << "SKIPPED PASS" << std::endl; return 0; } return RUN_ALL_TESTS(); } void checkArgs(int argc, char** argv, int nextArg) { if (nextArg != argc) { std::cerr << "Unexpected argument: " << argv[nextArg] << std::endl; exit(1); } } } // namespace int main(int argc, char** argv) { testing::InitGoogleTest(&argc, argv); testing::UnitTest::GetInstance()->listeners().Append(new android::nn::LogTestCaseToLogcat()); if ((argc > 1) && std::isdigit(argv[1][0])) { allowedPasses = std::stoull(argv[1]); checkArgs(argc, argv, 2); } else { checkArgs(argc, argv, 1); } #ifndef NNTEST_ONLY_PUBLIC_API android::nn::initVLogMask(); #endif int n = test(/*useCpuOnly=*/false, Execution::ComputeMode::ASYNC) | test(/*useCpuOnly=*/false, Execution::ComputeMode::SYNC) | test(/*useCpuOnly=*/true, Execution::ComputeMode::ASYNC) | test(/*useCpuOnly=*/true, Execution::ComputeMode::SYNC); // Now try execution using a burst. // // The burst path is off by default in these tests. This is the first case // where it is turned on. "useCpuOnly" is irrelevant here because the burst // path is separate. n |= test(/*useCpuOnly=*/false, Execution::ComputeMode::BURST); return n; }