text: // Copyright (C) 2018-2021 Intel Corporation
  // SPDX-License-Identifier: Apache-2.0
  //
  
  ///////////////////////////////////////////////////////////////////////////////////////////////////
  #include "deformable_convolution_inst.h"
  #include "primitive_type_base.h"
  #include "sliding_window_utils.h"
  #include "cldnn/runtime/error_handler.hpp"
  #include "json_object.h"
  #include <string>
  
  namespace cldnn {
  primitive_type_id deformable_conv::type_id() {
      static primitive_type_base<deformable_conv> instance;
      return &instance;
  }
  
  layout deformable_conv_inst::calc_output_layout(deformable_conv_node const& node) {
      auto desc = node.get_primitive();
  
      auto input_layout = node.input().get_output_layout();
  
      auto input_type = input_layout.data_type;
      auto output_type = node.get_primitive()->output_data_type ? *node.get_primitive()->output_data_type : input_type;
  
      tensor output_size(input_layout.size.batch[0],
                         desc->output_size.feature[0],
                         desc->output_size.spatial[0],
                         desc->output_size.spatial[1],
                         desc->output_size.spatial[2]);
  
      return {output_type, input_layout.format, output_size};
  }
  
  std::string deformable_conv_inst::to_string(deformable_conv_node const& node) {
      auto desc = node.get_primitive();
      auto split = node.get_split();
      auto node_info = node.desc_to_json();
  
      std::stringstream primitive_description;
  
      json_composite conv_info;
      conv_info.add("split", split);
      conv_info.add("groups", desc->groups);
  
      json_composite ud_out_size_info;
      ud_out_size_info.add("size", desc->output_size.to_string());
      conv_info.add("with user defined output size", ud_out_size_info);
  
      node_info->add("deformable_convolution info", conv_info);
      node_info->dump(primitive_description);
  
      return primitive_description.str();
  }
  
  deformable_conv_inst::typed_primitive_inst(network& network, deformable_conv_node const& node) : parent(network, node) {
  }
  
  primitive_type_id deformable_interp::type_id() {
      static primitive_type_base<deformable_interp> instance;
      return &instance;
  }
  
  layout deformable_interp_inst::calc_output_layout(deformable_interp_node const& node) {
      auto desc = node.get_primitive();
  
      auto input_layout = node.input().get_output_layout();
  
      auto kernel_size = desc->kernel_size;
      auto input_type = input_layout.data_type;
      auto output_type = node.get_primitive()->output_data_type ? *node.get_primitive()->output_data_type : input_type;
  
      tensor output_size(input_layout.size.batch[0],
                         input_layout.size.feature[0]*kernel_size.spatial[0]*kernel_size.spatial[1],
                         desc->output_size.spatial[0],
                         desc->output_size.spatial[1],
                         desc->output_size.spatial[2]);
  
      return {output_type, input_layout.format, output_size};
  }
  
  std::string deformable_interp_inst::to_string(deformable_interp_node const& node) {
      auto desc = node.get_primitive();
      auto strd = desc->stride;
      auto split = node.get_split();
      auto dilation = desc->dilation;
      auto node_info = node.desc_to_json();
  
      std::stringstream primitive_description;
  
      json_composite interp_info;
      interp_info.add("stride", strd.to_string());
      interp_info.add("pad", desc->pad.to_string());
      interp_info.add("split", split);
      interp_info.add("dilation", dilation.to_string());
      interp_info.add("deformable_groups", desc->deformable_groups);
      interp_info.add("groups", desc->groups);
  
      json_composite ud_out_size_info;
      ud_out_size_info.add("size", desc->output_size.to_string());
      interp_info.add("with user defined output size", ud_out_size_info);
  
      node_info->add("deformable_interpolation info", interp_info);
      node_info->dump(primitive_description);
  
      return primitive_description.str();
  }
  
  deformable_interp_inst::typed_primitive_inst(network& network, deformable_interp_node const& node) : parent(network, node) {
  }
  
  }  // namespace cldnn
  