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Diffstat (limited to 'tests/validation/NEON/ElementwiseKernelSelection.cpp')
| -rw-r--r-- | tests/validation/NEON/ElementwiseKernelSelection.cpp | 159 |
1 files changed, 159 insertions, 0 deletions
diff --git a/tests/validation/NEON/ElementwiseKernelSelection.cpp b/tests/validation/NEON/ElementwiseKernelSelection.cpp new file mode 100644 index 0000000000..7990a51936 --- /dev/null +++ b/tests/validation/NEON/ElementwiseKernelSelection.cpp @@ -0,0 +1,159 @@ +/* + * 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 |