psroi_pooling.hpp

//*****************************************************************************
// Copyright 2017-2020 Intel Corporation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//*****************************************************************************
 
#pragma once
 
#include "ngraph/op/op.hpp"
 
namespace ngraph
{
    namespace op
    {
        namespace v0
        {
            class NGRAPH_API PSROIPooling : public Op
            {
            public:
                static constexpr NodeTypeInfo type_info{"PSROIPooling", 0};
                const NodeTypeInfo& get_type_info() const override { return type_info; }
                PSROIPooling() = default;
                /// \brief Constructs a PSROIPooling operation
                ///
                /// \param input          Input feature map {N, C, ...}
                /// \param coords         Coordinates of bounding boxes
                /// \param output_dim     Output channel number
                /// \param group_size     Number of groups to encode position-sensitive scores
                /// \param spatial_scale  Ratio of input feature map over input image size
                /// \param spatial_bins_x Numbers of bins to divide the input feature maps over
                /// width
                /// \param spatial_bins_y Numbers of bins to divide the input feature maps over
                /// height
                /// \param mode           Mode of pooling - Avg or Bilinear
                PSROIPooling(const Output<Node>& input,
                             const Output<Node>& coords,
                             const size_t output_dim,
                             const size_t group_size,
                             const float spatial_scale,
                             int spatial_bins_x,
                             int spatial_bins_y,
                             const std::string& mode);
 
                bool visit_attributes(AttributeVisitor& visitor) override;
                void validate_and_infer_types() override;
 
                virtual std::shared_ptr<Node>
                    clone_with_new_inputs(const OutputVector& new_args) const override;
 
                size_t get_output_dim() const { return m_output_dim; }
                size_t get_group_size() const { return m_group_size; }
                float get_spatial_scale() const { return m_spatial_scale; }
                int get_spatial_bins_x() const { return m_spatial_bins_x; }
                int get_spatial_bins_y() const { return m_spatial_bins_y; }
                const std::string& get_mode() const { return m_mode; }
            private:
                size_t m_output_dim;
                size_t m_group_size;
                float m_spatial_scale;
                int m_spatial_bins_x;
                int m_spatial_bins_y;
                std::string m_mode;
            };
        }
        using v0::PSROIPooling;
    }
}