/** * \file dnn/test/arm_common/cvt_color.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/cvt_color.h" #include "test/common/benchmarker.h" #include "test/common/checker.h" #include "test/arm_common/fixture.h" namespace megdnn { namespace test { using Mode = param::CvtColor::Mode; TEST_F(ARM_COMMON, CVTCOLOR) { using namespace cvt_color; std::vector args = get_args(); Checker checker(handle()); for (auto&& arg : args) { checker.set_param(arg.param) .set_dtype(0, arg.dtype) .set_dtype(1, arg.dtype) .execs({arg.src, {}}); } } #if MEGDNN_WITH_BENCHMARK TEST_F(ARM_COMMON, BENCHMARK_CVTCOLOR_RGB2GRAY) { using namespace cvt_color; using Param = param::CvtColor; #define BENCHMARK_PARAM(benchmarker, dtype) \ benchmarker.set_param(param); \ benchmarker.set_dtype(0, dtype); auto run = [&](const TensorShapeArray& shapes, Param param) { auto handle_naive = create_cpu_handle(2); Benchmarker benchmarker(handle()); Benchmarker benchmarker_naive(handle_naive.get()); BENCHMARK_PARAM(benchmarker, dtype::Uint8()); BENCHMARK_PARAM(benchmarker_naive, dtype::Uint8()); for (auto&& shape : shapes) { printf("execute %s: current---naive\n", shape.to_string().c_str()); benchmarker.execs({shape, {}}); benchmarker_naive.execs({shape, {}}); } BENCHMARK_PARAM(benchmarker, dtype::Float32()); BENCHMARK_PARAM(benchmarker_naive, dtype::Float32()); for (auto&& shape : shapes) { printf("execute %s: current---naive\n", shape.to_string().c_str()); benchmarker.execs({shape, {}}); benchmarker_naive.execs({shape, {}}); } }; Param param; TensorShapeArray shapes = { {1, 500, 512, 3}, {2, 500, 512, 3}, }; param.mode = Param::Mode::RGB2GRAY; run(shapes, param); } TEST_F(ARM_COMMON, BENCHMARK_CVTCOLOR_BT601_YUV) { using namespace cvt_color; using Param = param::CvtColor; #define BENCHMARK_PARAM(benchmarker, dtype) \ benchmarker.set_param(param); \ benchmarker.set_dtype(0, dtype); auto run = [&](const TensorShapeArray& shapes, Param param) { auto handle_naive = create_cpu_handle(2); Benchmarker benchmarker(handle()); Benchmarker benchmarker_naive(handle_naive.get()); BENCHMARK_PARAM(benchmarker, dtype::Uint8()); BENCHMARK_PARAM(benchmarker_naive, dtype::Uint8()); for (auto&& shape : shapes) { printf("execute %s: current---naive\n", shape.to_string().c_str()); benchmarker.execs({shape, {}}); benchmarker_naive.execs({shape, {}}); } }; Param param; TensorShapeArray shapes = { {1, 300, 512, 1}, }; param.mode = Param::Mode::BT601_YUV2RGB_NV21; run(shapes, param); } #endif } // namespace test } // namespace megdnn // vim: syntax=cpp.doxygen