inference-engine/src/inference_engine/builders/ie_proposal_layer.cpp

   1 // Copyright (C) 2018-2019 Intel Corporation
   2 // SPDX-License-Identifier: Apache-2.0
   3 //
   4
   5 #include <builders/ie_proposal_layer.hpp>
   6 #include <ie_cnn_layer_builder.h>
   7
   8 #include <vector>
   9 #include <string>
  10
  11 using namespace InferenceEngine;
  12
  13 Builder::ProposalLayer::ProposalLayer(const std::string& name): LayerDecorator("Proposal", name) {
  14     getLayer()->getOutputPorts().resize(1);
  15     getLayer()->getInputPorts().resize(3);
  16 }
  17
  18 Builder::ProposalLayer::ProposalLayer(const Layer::Ptr& layer): LayerDecorator(layer) {
  19     checkType("Proposal");
  20 }
  21
  22 Builder::ProposalLayer::ProposalLayer(const Layer::CPtr& layer): LayerDecorator(layer) {
  23     checkType("Proposal");
  24 }
  25
  26 Builder::ProposalLayer& Builder::ProposalLayer::setName(const std::string& name) {
  27     getLayer()->setName(name);
  28     return *this;
  29 }
  30
  31 const std::vector<Port>& Builder::ProposalLayer::getInputPorts() const {
  32     return getLayer()->getInputPorts();
  33 }
  34
  35 Builder::ProposalLayer& Builder::ProposalLayer::setInputPorts(const std::vector<Port> &ports) {
  36     if (ports.size() != 3)
  37         THROW_IE_EXCEPTION << "Incorrect number of inputs for Proposal getLayer().";
  38     getLayer()->getInputPorts() = ports;
  39     return *this;
  40 }
  41
  42 const Port& Builder::ProposalLayer::getOutputPort() const {
  43     return getLayer()->getOutputPorts()[0];
  44 }
  45
  46 Builder::ProposalLayer& Builder::ProposalLayer::setOutputPort(const Port &port) {
  47     getLayer()->getOutputPorts()[0] = port;
  48     return *this;
  49 }
  50
  51 size_t Builder::ProposalLayer::getPostNMSTopN() const {
  52     return getLayer()->getParameters().at("post_nms_topn");
  53 }
  54 Builder::ProposalLayer& Builder::ProposalLayer::setPostNMSTopN(size_t topN) {
  55     getLayer()->getParameters()["post_nms_topn"] = topN;
  56     return *this;
  57 }
  58 size_t Builder::ProposalLayer::getPreNMSTopN() const {
  59     return getLayer()->getParameters().at("pre_nms_topn");
  60 }
  61 Builder::ProposalLayer& Builder::ProposalLayer::setPreNMSTopN(size_t topN) {
  62     getLayer()->getParameters()["pre_nms_topn"] = topN;
  63     return *this;
  64 }
  65 float Builder::ProposalLayer::getNMSThresh() const {
  66     return getLayer()->getParameters().at("nms_thresh");
  67 }
  68 Builder::ProposalLayer& Builder::ProposalLayer::setNMSThresh(float thresh) {
  69     getLayer()->getParameters()["nms_thresh"] = thresh;
  70     return *this;
  71 }
  72 size_t Builder::ProposalLayer::getBaseSize() const {
  73     return getLayer()->getParameters().at("base_size");
  74 }
  75 Builder::ProposalLayer& Builder::ProposalLayer::setBaseSize(size_t baseSize) {
  76     getLayer()->getParameters()["base_size"] = baseSize;
  77     return *this;
  78 }
  79 size_t Builder::ProposalLayer::getMinSize() const {
  80     return getLayer()->getParameters().at("min_size");
  81 }
  82 Builder::ProposalLayer& Builder::ProposalLayer::setMinSize(size_t minSize) {
  83     getLayer()->getParameters()["min_size"] = minSize;
  84     return *this;
  85 }
  86 size_t Builder::ProposalLayer::getFeatStride() const {
  87     return getLayer()->getParameters().at("feat_stride");
  88 }
  89 Builder::ProposalLayer& Builder::ProposalLayer::setFeatStride(size_t featStride) {
  90     getLayer()->getParameters()["feat_stride"] = featStride;
  91     return *this;
  92 }
  93 const std::vector<float> Builder::ProposalLayer::getScale() const {
  94     return getLayer()->getParameters().at("scale");
  95 }
  96 Builder::ProposalLayer& Builder::ProposalLayer::setScale(const std::vector<float>& scales) {
  97     getLayer()->getParameters()["scale"] = scales;
  98     return *this;
  99 }
 100 const std::vector<float> Builder::ProposalLayer::getRatio() const {
 101     return getLayer()->getParameters().at("ratio");
 102 }
 103 Builder::ProposalLayer& Builder::ProposalLayer::setRatio(const std::vector<float>& ratios) {
 104     getLayer()->getParameters()["ratio"] = ratios;
 105     return *this;
 106 }
 107
 108 REG_CONVERTER_FOR(Proposal, [](const CNNLayerPtr& cnnLayer, Builder::Layer& layer) {
 109     layer.getParameters()["post_nms_topn"] = static_cast<size_t>(cnnLayer->GetParamAsUInt("post_nms_topn", 0));
 110     layer.getParameters()["pre_nms_topn"] = static_cast<size_t>(cnnLayer->GetParamAsUInt("pre_nms_topn", 0));
 111     layer.getParameters()["nms_thresh"] = cnnLayer->GetParamAsFloat("nms_thresh", 0);
 112     layer.getParameters()["min_size"] = static_cast<size_t>(cnnLayer->GetParamAsUInt("base_size", 0));
 113     layer.getParameters()["max_size"] = static_cast<size_t>(cnnLayer->GetParamAsUInt("max_size", 0));
 114     layer.getParameters()["max_size"] = static_cast<size_t>(cnnLayer->GetParamAsUInt("feat_stride", 0));
 115     layer.getParameters()["scale"] = cnnLayer->GetParamAsFloats("scale");
 116     layer.getParameters()["ratio"] = cnnLayer->GetParamAsFloats("ratio");
 117 });