From f26ea2f8cc957a1e6faf0361dea805fb2e236061 Mon Sep 17 00:00:00 2001 From: Ramy Elgammal Date: Fri, 24 Mar 2023 11:42:03 +0000 Subject: Implement MatMul Function Resolves: COMPMID-5949 Signed-off-by: Ramy Elgammal Change-Id: Idd8cfe6ea94a14f0b23178f6781251b5f0955563 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9390 Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Gunes Bayir Benchmark: Arm Jenkins --- tests/validation/CL/MatMul.cpp | 94 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 tests/validation/CL/MatMul.cpp (limited to 'tests/validation/CL') diff --git a/tests/validation/CL/MatMul.cpp b/tests/validation/CL/MatMul.cpp new file mode 100644 index 0000000000..bd259f785e --- /dev/null +++ b/tests/validation/CL/MatMul.cpp @@ -0,0 +1,94 @@ +/* + * 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); +} +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); +} +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); +} +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); +} +TEST_SUITE_END() // FP16 +TEST_SUITE_END() // MatMul +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1