/* * Copyright (c) 2017-2018 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/runtime/GLES_COMPUTE/GCTensor.h" #include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDirectConvolutionLayer.h" #include "tests/GLES_COMPUTE/GCAccessor.h" #include "tests/PaddingCalculator.h" #include "tests/datasets/ShapeDatasets.h" #include "tests/framework/Asserts.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" #include "tests/validation/fixtures/DirectConvolutionLayerFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { RelativeTolerance tolerance_fp16(half(0.2)); /**< Tolerance for floating point tests */ RelativeTolerance tolerance_fp32(0.02f); /**< Tolerance for floating point tests */ constexpr float tolerance_num = 0.07f; /**< Tolerance number */ /** Direct convolution data set. */ const auto data_quantized = combine(datasets::SmallDirectConvolutionShapes(), combine(framework::dataset::make("StrideX", 1, 3), combine(framework::dataset::make("StrideY", 1, 3), combine(concat(combine(framework::dataset::make("PadX", 0), combine(framework::dataset::make("PadY", 0), framework::dataset::make("KernelSize", 1))), combine(framework::dataset::make("PadX", 0, 2), combine(framework::dataset::make("PadY", 0, 2), framework::dataset::make("KernelSize", { 3 })))), framework::dataset::make("NumKernels", { 1, 4, 8, 16 }))))); const auto data = combine(datasets::SmallDirectConvolutionShapes(), combine(framework::dataset::make("StrideX", 1, 3), combine(framework::dataset::make("StrideY", 1, 3), combine(concat(combine(framework::dataset::make("PadX", 0), combine(framework::dataset::make("PadY", 0), framework::dataset::make("KernelSize", 1))), combine(framework::dataset::make("PadX", 0, 2), combine(framework::dataset::make("PadY", 0, 2), framework::dataset::make("KernelSize", { 3, 5 })))), framework::dataset::make("NumKernels", { 1, 4, 8, 16 }))))); /** Activation function Dataset*/ const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo", { ActivationLayerInfo(), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), }); } // namespace TEST_SUITE(GC) TEST_SUITE(DirectConvolutionLayer) //TODO(COMPMID-415): Configuration tests? template using GCDirectConvolutionLayerFixture = DirectConvolutionValidationFixture; TEST_SUITE(Float) TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(Run, GCDirectConvolutionLayerFixture, framework::DatasetMode::ALL, combine(combine(combine(data, framework::dataset::make("DataType", DataType::F16)), ActivationFunctionsDataset), framework::dataset::make("DataLayout", DataLayout::NCHW))) { // Validate output validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num); } TEST_SUITE_END() TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(Run, GCDirectConvolutionLayerFixture, framework::DatasetMode::ALL, combine(combine(combine(data, framework::dataset::make("DataType", DataType::F32)), ActivationFunctionsDataset), framework::dataset::make("DataLayout", DataLayout::NCHW))) { // Validate output validate(GCAccessor(_target), _reference, tolerance_fp32); } TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute