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author | SiCong Li <sicong.li@arm.com> | 2017-07-04 15:02:10 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 3e36369a5511c3028c30fc820752dc1248bddf5c (patch) | |
tree | 58eb09548bdcc276e62f41f01f86fa06fea211e7 /tests/datasets_new | |
parent | edfa9f463bed084f8b0953557202b2a1e56da817 (diff) | |
download | ComputeLibrary-3e36369a5511c3028c30fc820752dc1248bddf5c.tar.gz |
COMPMID-358 Implement OpenCL ROI Pooling
* Implement OpenCL ROI Pooling
* Add CLROIPoolingLayer benchmarks
Change-Id: I8786d01d551850a1b4d599a48fabe3925e0a27d0
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79833
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/datasets_new')
-rw-r--r-- | tests/datasets_new/ROIPoolingLayerDataset.h | 127 |
1 files changed, 127 insertions, 0 deletions
diff --git a/tests/datasets_new/ROIPoolingLayerDataset.h b/tests/datasets_new/ROIPoolingLayerDataset.h new file mode 100644 index 0000000000..c68a33fe8f --- /dev/null +++ b/tests/datasets_new/ROIPoolingLayerDataset.h @@ -0,0 +1,127 @@ +/* + * 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. + */ +#ifndef ARM_COMPUTE_TEST_ROI_POOLING_LAYER_DATASET +#define ARM_COMPUTE_TEST_ROI_POOLING_LAYER_DATASET + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class ROIPoolingLayerDataset +{ +public: + using type = std::tuple<TensorShape, ROIPoolingLayerInfo, int>; + + struct iterator + { + iterator(std::vector<TensorShape>::const_iterator tensor_shape_it, + std::vector<ROIPoolingLayerInfo>::const_iterator infos_it, + std::vector<unsigned int>::const_iterator num_rois_it) + : _tensor_shape_it{ std::move(tensor_shape_it) }, + _infos_it{ std::move(infos_it) }, + _num_rois_it{ std::move(num_rois_it) } + { + } + + std::string description() const + { + std::stringstream description; + description << "In=" << *_tensor_shape_it << ":"; + description << "Info=" << *_infos_it; + description << "NumROIS=" << *_num_rois_it; + return description.str(); + } + + ROIPoolingLayerDataset::type operator*() const + { + return std::make_tuple(*_tensor_shape_it, *_infos_it, *_num_rois_it); + } + + iterator &operator++() + { + ++_tensor_shape_it; + ++_infos_it; + ++_num_rois_it; + + return *this; + } + + private: + std::vector<TensorShape>::const_iterator _tensor_shape_it; + std::vector<ROIPoolingLayerInfo>::const_iterator _infos_it; + std::vector<unsigned int>::const_iterator _num_rois_it; + }; + + iterator begin() const + { + return iterator(_tensor_shapes.begin(), _infos.begin(), _num_rois.begin()); + } + + int size() const + { + return std::min(std::min(_tensor_shapes.size(), _infos.size()), _num_rois.size()); + } + + void add_config(TensorShape tensor_shape, ROIPoolingLayerInfo info, unsigned int num_rois) + { + _tensor_shapes.emplace_back(std::move(tensor_shape)); + _infos.emplace_back(std::move(info)); + _num_rois.emplace_back(std::move(num_rois)); + } + +protected: + ROIPoolingLayerDataset() = default; + ROIPoolingLayerDataset(ROIPoolingLayerDataset &&) = default; + +private: + std::vector<TensorShape> _tensor_shapes{}; + std::vector<ROIPoolingLayerInfo> _infos{}; + std::vector<unsigned int> _num_rois{}; +}; + +class SmallROIPoolingLayerDataset final : public ROIPoolingLayerDataset +{ +public: + SmallROIPoolingLayerDataset() + { + add_config(TensorShape(50U, 47U, 3U), ROIPoolingLayerInfo(7U, 7U, 1.f / 8.f), 40U); + add_config(TensorShape(50U, 47U, 10U), ROIPoolingLayerInfo(7U, 7U, 1.f / 8.f), 80U); + add_config(TensorShape(50U, 47U, 80U), ROIPoolingLayerInfo(7U, 7U, 1.f / 8.f), 80U); + add_config(TensorShape(50U, 47U, 3U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), 40U); + add_config(TensorShape(50U, 47U, 10U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), 80U); + add_config(TensorShape(50U, 47U, 80U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), 80U); + } +}; + +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_ROI_POOLING_LAYER_DATASET */ |