| /* |
| * 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<int>(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<int>(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 |