/** * \file dnn/test/cpu/relayout.cpp * MegEngine is Licensed under the Apache License, Version 2.0 (the "License") * * Copyright (c) 2014-2021 Megvii Inc. All rights reserved. * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. */ #include "test/common/relayout.h" #include "test/common/benchmarker.h" #include "test/common/checker.h" #include "test/common/tensor.h" #include "test/cpu/fixture.h" #include "megdnn/basic_types.h" using namespace megdnn; using namespace test; namespace { template class CPU_RELAYOUT : public CPU {}; TYPED_TEST_CASE(CPU_RELAYOUT, relayout::test_types); TYPED_TEST(CPU_RELAYOUT, run) { relayout::run_test(this->handle()); } } // namespace #if MEGDNN_WITH_BENCHMARK TEST_F(CPU, BENCHMARK_RELAYOUT_CV) { relayout::run_cv_benchmark(handle()); } TEST_F(CPU, BENCHMARK_RELAYOUT) { // Check if invoke fallback if it's not satisfied cv. using namespace relayout; std::vector args; args.emplace_back( TensorLayout( {1, 8, 3, 64, 64}, {64 * 64 * 3, 64 * 8, 64 * 64, 64, 1}, dtype::Float32()), TensorLayout({1, 8, 3, 64, 64}, dtype::Float32())); auto handle_naive = create_cpu_handle(2); Benchmarker benchmarker(handle()); Benchmarker benchmarker_naive(handle_naive.get()); benchmarker_naive.set_times(1); benchmarker.set_times(1); for (auto&& arg : args) { float cpu_time = benchmarker.execl({arg.src, arg.dst}); float naive_time = benchmarker_naive.execl({arg.src, arg.dst}); ASSERT_LE(cpu_time * 5, naive_time); } } #endif // vim: syntax=cpp.doxygen