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author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2020-07-14 15:05:31 +0100 |
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committer | Sheri Zhang <sheri.zhang@arm.com> | 2020-08-05 17:45:10 +0000 |
commit | 4d81d75de09bba2de17e849a3d46e3052d449ad8 (patch) | |
tree | d3bc5c3430e3d8cf70540be5e545914a54e93035 /tests/validation/CL | |
parent | 801bbcb2f9a16633d0071b55aaf93b89870248ee (diff) | |
download | ComputeLibrary-4d81d75de09bba2de17e849a3d46e3052d449ad8.tar.gz |
COMPMID-2450: Implement CLMaxUnpoolingLayer
- Add OpenCL kernel for Max unpooling layer
- Add tests for validating the result
Change-Id: If7ca79566a1198e3141f880abf46738980a62c81
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3606
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/CL')
-rw-r--r-- | tests/validation/CL/MaxUnpoolingLayer.cpp | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/tests/validation/CL/MaxUnpoolingLayer.cpp b/tests/validation/CL/MaxUnpoolingLayer.cpp new file mode 100644 index 0000000000..6cba8b8bd5 --- /dev/null +++ b/tests/validation/CL/MaxUnpoolingLayer.cpp @@ -0,0 +1,83 @@ +/* + * Copyright (c) 2020 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/CL/CLTensor.h" +#include "arm_compute/runtime/CL/functions/CLMaxUnpoolingLayer.h" +#include "arm_compute/runtime/CL/functions/CLPoolingLayer.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/CL/CLAccessor.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/MaxUnpoolingLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(MaxUnpoolingLayer) + +template <typename T> +using CLMaxUnpoolingLayerFixture = MaxUnpoolingLayerValidationFixture<CLTensor, CLAccessor, CLPoolingLayer, CLMaxUnpoolingLayer, T>; + +const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(framework::dataset::make("PoolType", { PoolingType::MAX }), framework::dataset::make("PoolingSize", { Size2D(2, 2) })), + framework::dataset::make("PadStride", { PadStrideInfo(2, 2, 0, 0), PadStrideInfo(2, 1, 0, 0) })); + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, + framework::dataset::make("DataType", DataType::F32))), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) + + )) +{ + printf("validate\n"); + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP32 + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, + framework::dataset::make("DataType", DataType::F16))), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) + + )) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP16 + +TEST_SUITE_END() // Float +TEST_SUITE_END() // PoolingLayer +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute |