From 60f0a41c45813fa9c85cd4f8fbed57c4c9284a5c Mon Sep 17 00:00:00 2001 From: Manuel Bottini Date: Wed, 24 Oct 2018 17:27:02 +0100 Subject: COMPMID-1676: Change CLROIAlign interface to accept ROIs as tensors Change-Id: I69e995973597ba3927d29e4f6ed5438560e53d77 --- tests/datasets/ROIAlignLayerDataset.h | 143 ++++++++++++++++++++++++++++++++++ 1 file changed, 143 insertions(+) create mode 100644 tests/datasets/ROIAlignLayerDataset.h (limited to 'tests/datasets') diff --git a/tests/datasets/ROIAlignLayerDataset.h b/tests/datasets/ROIAlignLayerDataset.h new file mode 100644 index 0000000000..27c6ee4d91 --- /dev/null +++ b/tests/datasets/ROIAlignLayerDataset.h @@ -0,0 +1,143 @@ +/* + * Copyright (c) 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. + */ +#ifndef ARM_COMPUTE_TEST_ROI_ALIGN_LAYER_DATASET +#define ARM_COMPUTE_TEST_ROI_ALIGN_LAYER_DATASET + +#include "utils/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class ROIAlignLayerDataset +{ +public: + using type = std::tuple; + + struct iterator + { + iterator(std::vector::const_iterator tensor_shape_it, + std::vector::const_iterator infos_it, + std::vector::const_iterator rois_shape_it) + : _tensor_shape_it{ std::move(tensor_shape_it) }, + _infos_it{ std::move(infos_it) }, + _rois_shape_it{ std::move(rois_shape_it) } + { + } + + std::string description() const + { + std::stringstream description; + description << "In=" << *_tensor_shape_it << ":"; + description << "Info=" << *_infos_it << ":"; + description << "ROIS=" << *_rois_shape_it; + return description.str(); + } + + ROIAlignLayerDataset::type operator*() const + { + return std::make_tuple(*_tensor_shape_it, *_infos_it, *_rois_shape_it); + } + + iterator &operator++() + { + ++_tensor_shape_it; + ++_infos_it; + ++_rois_shape_it; + + return *this; + } + + private: + std::vector::const_iterator _tensor_shape_it; + std::vector::const_iterator _infos_it; + std::vector::const_iterator _rois_shape_it; + }; + + iterator begin() const + { + return iterator(_tensor_shapes.begin(), _infos.begin(), _rois_shape.begin()); + } + + int size() const + { + return std::min(std::min(_tensor_shapes.size(), _infos.size()), _rois_shape.size()); + } + + void add_config(TensorShape tensor_shape, ROIPoolingLayerInfo info, TensorShape rois_shape) + { + _tensor_shapes.emplace_back(std::move(tensor_shape)); + _infos.emplace_back(std::move(info)); + _rois_shape.emplace_back(std::move(rois_shape)); + } + +protected: + ROIAlignLayerDataset() = default; + ROIAlignLayerDataset(ROIAlignLayerDataset &&) = default; + +private: + std::vector _tensor_shapes{}; + std::vector _infos{}; + std::vector _rois_shape{}; +}; + +class SmallROIAlignLayerDataset final : public ROIAlignLayerDataset +{ +public: + SmallROIAlignLayerDataset() + { + add_config(TensorShape(50U, 47U, 1U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 1U)); + add_config(TensorShape(50U, 47U, 3U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 1U)); + add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 10U)); + add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 80U)); + + //Spatial Scale 1/4 + add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 40U)); + add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 80U)); + + //Spatial Scale 1/8 + add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 8.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 40U)); + add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 80U)); + + //Spatial Scale 1/16 + add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 16.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 40U)); + add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 80U)); + add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 80U)); + } +}; + +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_ROI_ALIGN_LAYER_DATASET */ -- cgit v1.2.1