/* * Copyright (c) 2022-2023 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/StringUtils.h" #include "src/common/cpuinfo/CpuIsaInfo.h" #include "src/cpu/kernels/CpuElementwiseKernel.h" #include "src/cpu/kernels/CpuElementwiseUnaryKernel.h" #include "tests/framework/Asserts.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" namespace arm_compute { namespace test { namespace validation { TEST_SUITE(NEON) TEST_SUITE(KernelSelection) DATA_TEST_CASE(KernelSelection_elementwise_unary, framework::DatasetMode::ALL, concat( combine(framework::dataset::make("CpuExt", std::string("NEON")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32 })), combine(framework::dataset::make("CpuExt", std::string("SVE")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32 }))), cpu_ext, data_type) { using namespace cpu::kernels; cpuinfo::CpuIsaInfo cpu_isa{}; cpu_isa.neon = (cpu_ext == "NEON"); cpu_isa.sve = (cpu_ext == "SVE"); cpu_isa.fp16 = (data_type == DataType::F16); const auto *selected_impl = CpuElementwiseUnaryKernel::get_implementation(DataTypeISASelectorData{ data_type, cpu_isa }, cpu::KernelSelectionType::Preferred); ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl); std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_elementwise_unary"; std::string actual = selected_impl->name; ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS); } DATA_TEST_CASE(KernelSelection_elementwise_arithmetic, framework::DatasetMode::ALL, concat(concat( combine(framework::dataset::make("CpuExt", std::string("NEON")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32, DataType::S16, DataType::QASYMM8, DataType::QASYMM8_SIGNED })), combine(framework::dataset::make("CpuExt", std::string("SVE")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32, DataType::S16 }))), combine(framework::dataset::make("CpuExt", std::string("SVE2")), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::QASYMM8_SIGNED }))), cpu_ext, data_type) { using namespace cpu::kernels; cpuinfo::CpuIsaInfo cpu_isa{}; cpu_isa.neon = (cpu_ext == "NEON"); cpu_isa.sve = (cpu_ext == "SVE"); cpu_isa.sve2 = (cpu_ext == "SVE2"); cpu_isa.fp16 = (data_type == DataType::F16); const auto *selected_impl = CpuArithmeticKernel::get_implementation( ElementwiseDataTypeISASelectorData{ data_type, cpu_isa, static_cast(ArithmeticOperation::ADD) }, cpu::KernelSelectionType::Preferred); ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl); std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_arithmetic"; std::string actual = selected_impl->name; ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS); } DATA_TEST_CASE(KernelSelection_elementwise_comparison, framework::DatasetMode::ALL, concat(concat( combine(framework::dataset::make("CpuExt", std::string("NEON")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32, DataType::S16, DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED })), combine(framework::dataset::make("CpuExt", std::string("SVE")), framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::S32, DataType::S16, DataType::U8 }))), combine(framework::dataset::make("CpuExt", std::string("SVE2")), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::QASYMM8_SIGNED }))), cpu_ext, data_type) { using namespace cpu::kernels; cpuinfo::CpuIsaInfo cpu_isa{}; cpu_isa.neon = (cpu_ext == "NEON"); cpu_isa.sve = (cpu_ext == "SVE"); cpu_isa.sve2 = (cpu_ext == "SVE2"); cpu_isa.fp16 = (data_type == DataType::F16); const auto *selected_impl = CpuComparisonKernel::get_implementation( ElementwiseDataTypeISASelectorData{ data_type, cpu_isa, static_cast(ComparisonOperation::Equal) }, cpu::KernelSelectionType::Preferred); ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl); std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_comparison"; std::string actual = selected_impl->name; ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS); } TEST_SUITE_END() TEST_SUITE_END() // Neon } // namespace validation } // namespace test } // namespace arm_compute