/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. */ #ifndef GE_GRAPH_PASSES_FOLDING_KERNEL_SSD_PRIOR_BOX_KERNEL_H_ #define GE_GRAPH_PASSES_FOLDING_KERNEL_SSD_PRIOR_BOX_KERNEL_H_ #include #include #include "inc/kernel.h" namespace ge { class SsdPriorboxKernel : public Kernel { public: /** * Entry of the SsdPriorboxKernel optimizer * @param [in] node: Input Node * @return SUCCESS: node output compute success * @return OTHERS: Execution failed * @author */ Status Compute(const NodePtr &node, std::vector &v_output) override; private: /** * Get specific op_desc attr value * @param [in] op_desc: Input op_desc * @param [in/out] img_width: img_width attr_value * @param [in/out] img_height: img_height attr_value * @param [in/out] step_h: step_h attr_value * @param [in/out] step_w: step_w attr_value * @param [in/out] layer_width: layer_width attr_value * @param [in/out] layer_height: layer_height attr_value * @return SUCCESS: node get attr value success * @return OTHERS: Execution failed * @author */ Status GetPriorSizeParam(const OpDescPtr &op_desc, int &img_width, int &img_height, float &step_w, float &step_h, int &layer_width, int &layer_height); /** * Get specific op_desc size attr value,min_size_num etc. * @param [in] op_desc: Input op_desc * @param [in/out] offset: offset attr_value * @param [in/out] clip: clip attr_value * @return SUCCESS: get attr success * @return OTHERS: Execution failed * @author */ Status GetPriorOtherParam(const OpDescPtr &op_desc, float &offset, bool &clip); /** * Get specific op_desc list attr value,min_size_list etc. * @param [in] op_desc: Input op_desc * @param [in/out] min_size_list: min_size_list attr_value * @param [in/out] max_size_list: max_size_list attr_value * @param [in/out] aspect_ratio_list: aspect_ratio_list attr_value * @param [in/out] variance_list: variance_list attr_value * @param [in/out] clip: clip attr_value * @return SUCCESS: get list attr success * @return OTHERS: Execution failed * @author */ Status GetPriorListParam(const OpDescPtr &op_desc, vector &min_size_list, vector &max_size_list, vector &aspect_ratio_list, vector &variance_list); /** * set variance param to output_data. * @param [in] variance: variance list * @param [in] dim: output_data second channel offset * @param [in] layer_height: layer_height * @param [in] num_priors: num_priors * @param [in/out] output_data: output_data * @return SUCCESS: set variance success * @return OTHERS: Execution failed * @author */ Status SetVariance(const vector &variance, const int dim, const int32_t layer_height, const int32_t layer_width, const int num_priors, float *output_data); /** * get num priors and dim size. * @param [in] aspect_ratios_size: aspect_ratio_list size * @param [in] min_sizes_size: min_size_list size * @param [in] max_sizes_size: max_size_list size * @param [in] layer_width: layer_width * @param [in] layer_height: layer_height * @param [in/out] num_priors: num_priors * @param [in/out] dim_size: dim_size * @return SUCCESS: set variance success * @return OTHERS: Execution failed * @author */ Status GetNumPriorAndDimSize(uint32_t aspect_ratios_size, uint32_t min_sizes_size, uint32_t max_sizes_size, int layer_width, int layer_height, int &num_priors, int &dim_size) const; void DataCalulate(float x, float y, float box_x, float box_y, int img_x, int img_y, vector &result); std::unique_ptr BoundaryCalulate(int dim_size, int layer_width, int layer_height, float step_width, float step_height, int img_width, int img_height, float offset, vector min_sizes, vector max_sizes, vector aspect_ratios); }; } // namespace ge #endif // GE_GRAPH_PASSES_FOLDING_KERNEL_SSD_PRIOR_BOX_KERNEL_H_