| /* |
| * Copyright (c) 2018-2019 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 ROIDataset |
| { |
| public: |
| using type = std::tuple<TensorShape, ROIPoolingLayerInfo, TensorShape>; |
| |
| struct iterator |
| { |
| iterator(std::vector<TensorShape>::const_iterator tensor_shape_it, |
| std::vector<ROIPoolingLayerInfo>::const_iterator infos_it, |
| std::vector<TensorShape>::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(); |
| } |
| |
| ROIDataset::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<TensorShape>::const_iterator _tensor_shape_it; |
| std::vector<ROIPoolingLayerInfo>::const_iterator _infos_it; |
| std::vector<TensorShape>::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: |
| ROIDataset() = default; |
| ROIDataset(ROIDataset &&) = default; |
| |
| private: |
| std::vector<TensorShape> _tensor_shapes{}; |
| std::vector<ROIPoolingLayerInfo> _infos{}; |
| std::vector<TensorShape> _rois_shape{}; |
| }; |
| |
| class SmallROIDataset final : public ROIDataset |
| { |
| public: |
| SmallROIDataset() |
| { |
| 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 */ |