/* * Copyright (c) 2022 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 "tests/AssetsLibrary.h" #include "tests/CL/CLAccessor.h" #include "tests/framework/Fixture.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" #include "tests/validation/reference/ConvolutionLayer.h" #include "tests/datasets/SmallConvolutionLayerDataset.h" #include "tests/validation/fixtures/dynamic_fusion/gpu/cl/DirectConv2dFixture.h" namespace arm_compute { namespace test { namespace validation { TEST_SUITE(CL) TEST_SUITE(DYNAMIC_FUSION) TEST_SUITE(CONV2D) RelativeTolerance tolerance_f32(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ RelativeTolerance tolerance_f16(half_float::half(0.1)); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ constexpr float tolerance_num = 0.02f; /**< Tolerance number */ template using DynamicFusionGpuConv2dFixture = DynamicFusionGpuConv2dValidationFixture; TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(RunSmall, DynamicFusionGpuConv2dFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallConvolutionLayerDataset(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NHWC })), framework::dataset::make("QuantizationInfo", QuantizationInfo()))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f32); } TEST_SUITE_END() // FP32 TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(RunSmall, DynamicFusionGpuConv2dFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallConvolutionLayerDataset(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("DataLayout", { DataLayout::NHWC })), framework::dataset::make("QuantizationInfo", QuantizationInfo()))) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); } TEST_SUITE_END() // FP16 TEST_SUITE_END() // CONV2D TEST_SUITE_END() // DYNAMIC_FUSION TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute