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Diffstat (limited to 'tests/validation/GLES_COMPUTE/GlobalPoolingLayer.cpp')
-rw-r--r-- | tests/validation/GLES_COMPUTE/GlobalPoolingLayer.cpp | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/tests/validation/GLES_COMPUTE/GlobalPoolingLayer.cpp b/tests/validation/GLES_COMPUTE/GlobalPoolingLayer.cpp new file mode 100644 index 0000000000..88372ffe24 --- /dev/null +++ b/tests/validation/GLES_COMPUTE/GlobalPoolingLayer.cpp @@ -0,0 +1,83 @@ +/* + * Copyright (c) 2017 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/GCPoolingLayer.h" +#include "tests/GLES_COMPUTE/GCAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/PoolingTypesDataset.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/PoolingLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/** Input data set for float data types */ +const auto GlobalPoolingLayerDataset = combine(datasets::GlobalPoolingShapes(), datasets::PoolingTypes()); + +/** Input data set for quantized data types */ +constexpr AbsoluteTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for FP32 types */ +constexpr AbsoluteTolerance<float> tolerance_f16(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for FP16 types */ +} // namespace + +TEST_SUITE(GC) +TEST_SUITE(GlobalPoolingLayer) + +template <typename T> +using GCGlobalPoolingLayerFixture = GlobalPoolingLayerValidationFixture<GCTensor, GCAccessor, GCPoolingLayer, T>; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunGlobalPooling, GCGlobalPoolingLayerFixture<float>, framework::DatasetMode::ALL, combine(GlobalPoolingLayerDataset, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(GCAccessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunGlobalPooling, GCGlobalPoolingLayerFixture<half>, framework::DatasetMode::ALL, combine(GlobalPoolingLayerDataset, framework::dataset::make("DataType", + DataType::F16))) +{ + // Validate output + validate(GCAccessor(_target), _reference, tolerance_f16); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute |