File indexing completed on 2024-04-06 12:24:29
0001 #include "RecoBTag/ONNXRuntime/interface/tensor_fillers.h"
0002
0003 namespace btagbtvdeep {
0004
0005 void jet_tensor_filler(float*& ptr, const btagbtvdeep::DeepFlavourFeatures& features) {
0006
0007 const auto& jet_features = features.jet_features;
0008 *ptr = jet_features.pt;
0009 *(++ptr) = jet_features.eta;
0010
0011 *(++ptr) = features.c_pf_features.size();
0012 *(++ptr) = features.n_pf_features.size();
0013 *(++ptr) = features.sv_features.size();
0014 *(++ptr) = features.npv;
0015
0016 const auto& tag_info_features = features.tag_info_features;
0017 *(++ptr) = tag_info_features.trackSumJetEtRatio;
0018 *(++ptr) = tag_info_features.trackSumJetDeltaR;
0019 *(++ptr) = tag_info_features.vertexCategory;
0020 *(++ptr) = tag_info_features.trackSip2dValAboveCharm;
0021 *(++ptr) = tag_info_features.trackSip2dSigAboveCharm;
0022 *(++ptr) = tag_info_features.trackSip3dValAboveCharm;
0023 *(++ptr) = tag_info_features.trackSip3dSigAboveCharm;
0024 *(++ptr) = tag_info_features.jetNSelectedTracks;
0025 *(++ptr) = tag_info_features.jetNTracksEtaRel;
0026 }
0027
0028 void cpf_tensor_filler(float*& ptr, const btagbtvdeep::ChargedCandidateFeatures& c_pf_features) {
0029 *ptr = c_pf_features.btagPf_trackEtaRel;
0030 *(++ptr) = c_pf_features.btagPf_trackPtRel;
0031 *(++ptr) = c_pf_features.btagPf_trackPPar;
0032 *(++ptr) = c_pf_features.btagPf_trackDeltaR;
0033 *(++ptr) = c_pf_features.btagPf_trackPParRatio;
0034 *(++ptr) = c_pf_features.btagPf_trackSip2dVal;
0035 *(++ptr) = c_pf_features.btagPf_trackSip2dSig;
0036 *(++ptr) = c_pf_features.btagPf_trackSip3dVal;
0037 *(++ptr) = c_pf_features.btagPf_trackSip3dSig;
0038 *(++ptr) = c_pf_features.btagPf_trackJetDistVal;
0039 *(++ptr) = c_pf_features.ptrel;
0040 *(++ptr) = c_pf_features.drminsv;
0041 *(++ptr) = c_pf_features.vtx_ass;
0042 *(++ptr) = c_pf_features.puppiw;
0043 *(++ptr) = c_pf_features.chi2;
0044 *(++ptr) = c_pf_features.quality;
0045 }
0046
0047 void npf_tensor_filler(float*& ptr, const btagbtvdeep::NeutralCandidateFeatures& n_pf_features) {
0048 *ptr = n_pf_features.ptrel;
0049 *(++ptr) = n_pf_features.deltaR;
0050 *(++ptr) = n_pf_features.isGamma;
0051 *(++ptr) = n_pf_features.hadFrac;
0052 *(++ptr) = n_pf_features.drminsv;
0053 *(++ptr) = n_pf_features.puppiw;
0054 }
0055
0056 void sv_tensor_filler(float*& ptr, const btagbtvdeep::SecondaryVertexFeatures& sv_features) {
0057 *ptr = sv_features.pt;
0058 *(++ptr) = sv_features.deltaR;
0059 *(++ptr) = sv_features.mass;
0060 *(++ptr) = sv_features.ntracks;
0061 *(++ptr) = sv_features.chi2;
0062 *(++ptr) = sv_features.normchi2;
0063 *(++ptr) = sv_features.dxy;
0064 *(++ptr) = sv_features.dxysig;
0065 *(++ptr) = sv_features.d3d;
0066 *(++ptr) = sv_features.d3dsig;
0067 *(++ptr) = sv_features.costhetasvpv;
0068 *(++ptr) = sv_features.enratio;
0069 }
0070
0071 void jet4vec_tensor_filler(float*& ptr, const btagbtvdeep::JetFeatures& jet_features) {
0072 *ptr = jet_features.pt;
0073 *(++ptr) = jet_features.eta;
0074 *(++ptr) = jet_features.phi;
0075 *(++ptr) = jet_features.mass;
0076 }
0077
0078 void seedTrack_tensor_filler(float*& ptr, const btagbtvdeep::SeedingTrackFeatures& seed_features) {
0079 *ptr = seed_features.pt;
0080 *(++ptr) = seed_features.eta;
0081 *(++ptr) = seed_features.phi;
0082 *(++ptr) = seed_features.mass;
0083 *(++ptr) = seed_features.dz;
0084 *(++ptr) = seed_features.dxy;
0085 *(++ptr) = seed_features.ip3D;
0086 *(++ptr) = seed_features.sip3D;
0087 *(++ptr) = seed_features.ip2D;
0088 *(++ptr) = seed_features.sip2D;
0089 *(++ptr) = seed_features.signedIp3D;
0090 *(++ptr) = seed_features.signedSip3D;
0091 *(++ptr) = seed_features.signedIp2D;
0092 *(++ptr) = seed_features.signedSip2D;
0093 *(++ptr) = seed_features.trackProbability3D;
0094 *(++ptr) = seed_features.trackProbability2D;
0095 *(++ptr) = seed_features.chi2reduced;
0096 *(++ptr) = seed_features.nPixelHits;
0097 *(++ptr) = seed_features.nHits;
0098 *(++ptr) = seed_features.jetAxisDistance;
0099 *(++ptr) = seed_features.jetAxisDlength;
0100 }
0101
0102 void neighbourTrack_tensor_filler(float*& ptr, const btagbtvdeep::TrackPairFeatures& neighbourTrack_features) {
0103 *ptr = neighbourTrack_features.pt;
0104 *(++ptr) = neighbourTrack_features.eta;
0105 *(++ptr) = neighbourTrack_features.phi;
0106 *(++ptr) = neighbourTrack_features.dz;
0107 *(++ptr) = neighbourTrack_features.dxy;
0108 *(++ptr) = neighbourTrack_features.mass;
0109 *(++ptr) = neighbourTrack_features.ip3D;
0110 *(++ptr) = neighbourTrack_features.sip3D;
0111 *(++ptr) = neighbourTrack_features.ip2D;
0112 *(++ptr) = neighbourTrack_features.sip2D;
0113 *(++ptr) = neighbourTrack_features.distPCA;
0114 *(++ptr) = neighbourTrack_features.dsigPCA;
0115 *(++ptr) = neighbourTrack_features.x_PCAonSeed;
0116 *(++ptr) = neighbourTrack_features.y_PCAonSeed;
0117 *(++ptr) = neighbourTrack_features.z_PCAonSeed;
0118 *(++ptr) = neighbourTrack_features.xerr_PCAonSeed;
0119 *(++ptr) = neighbourTrack_features.yerr_PCAonSeed;
0120 *(++ptr) = neighbourTrack_features.zerr_PCAonSeed;
0121 *(++ptr) = neighbourTrack_features.x_PCAonTrack;
0122 *(++ptr) = neighbourTrack_features.y_PCAonTrack;
0123 *(++ptr) = neighbourTrack_features.z_PCAonTrack;
0124 *(++ptr) = neighbourTrack_features.xerr_PCAonTrack;
0125 *(++ptr) = neighbourTrack_features.yerr_PCAonTrack;
0126 *(++ptr) = neighbourTrack_features.zerr_PCAonTrack;
0127 *(++ptr) = neighbourTrack_features.dotprodTrack;
0128 *(++ptr) = neighbourTrack_features.dotprodSeed;
0129 *(++ptr) = neighbourTrack_features.dotprodTrackSeed2D;
0130 *(++ptr) = neighbourTrack_features.dotprodTrackSeed3D;
0131 *(++ptr) = neighbourTrack_features.dotprodTrackSeedVectors2D;
0132 *(++ptr) = neighbourTrack_features.dotprodTrackSeedVectors3D;
0133 *(++ptr) = neighbourTrack_features.pvd_PCAonSeed;
0134 *(++ptr) = neighbourTrack_features.pvd_PCAonTrack;
0135 *(++ptr) = neighbourTrack_features.dist_PCAjetAxis;
0136 *(++ptr) = neighbourTrack_features.dotprod_PCAjetMomenta;
0137 *(++ptr) = neighbourTrack_features.deta_PCAjetDirs;
0138 *(++ptr) = neighbourTrack_features.dphi_PCAjetDirs;
0139 }
0140
0141 }
