/* * Copyright (c) 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/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/functions/CLMatMul.h" #include "tests/CL/CLAccessor.h" #include "tests/datasets/LargeMatMulDataset.h" #include "tests/datasets/SmallMatMulDataset.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" #include "tests/validation/fixtures/MatMulFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { RelativeTolerance tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for fp32 data type */ constexpr float abs_tolerance_f32( 0.0001f); /**< Absolute tolerance value for comparing reference's output against implementation's output for fp32 data type in case using relative tolerance fails because of small values */ constexpr float abs_tolerance_f16( 0.001f); /**< Absolute tolerance value for comparing reference's output against implementation's output for fp16 data type in case using relative tolerance fails because of small values */ RelativeTolerance tolerance_f16(half(0.01)); /**< Tolerance value for comparing reference's output against implementation's output for fp16 data type */ } // namespace template using MatMulFixture = MatMulValidationFixture; TEST_SUITE(CL) TEST_SUITE(MatMul) TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(RunSmall, MatMulFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallMatMulDataset(), framework::dataset::make("pretransose_A", { false, true })), framework::dataset::make("pretransose_B", { false, true })), framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f32, 0.f, abs_tolerance_f32); } FIXTURE_DATA_TEST_CASE(RunLarge, MatMulFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeMatMulDataset(), framework::dataset::make("pretransose_A", { false, true })), framework::dataset::make("pretransose_B", { false, true })), framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f32, 0.f, abs_tolerance_f32); } TEST_SUITE_END() // FP32 TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(RunSmall, MatMulFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallMatMulDataset(), framework::dataset::make("pretransose_A", { false, true })), framework::dataset::make("pretransose_B", { false, true })), framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16, 0.f, abs_tolerance_f16); } FIXTURE_DATA_TEST_CASE(RunLarge, MatMulFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeMatMulDataset(), framework::dataset::make("pretransose_A", { false, true })), framework::dataset::make("pretransose_B", { false, true })), framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16, 0.f, abs_tolerance_f16); } TEST_SUITE_END() // FP16 TEST_SUITE_END() // MatMul TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute