Add ParT and UParT SONIC producer second pull request#17
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y19y19 wants to merge 2 commits intofastmachinelearning:CMSSW_14_1_Xfrom
Open
Add ParT and UParT SONIC producer second pull request#17y19y19 wants to merge 2 commits intofastmachinelearning:CMSSW_14_1_Xfrom
y19y19 wants to merge 2 commits intofastmachinelearning:CMSSW_14_1_Xfrom
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kpedro88
reviewed
Jun 24, 2024
| constexpr unsigned n_npf_accept = 25; | ||
| constexpr unsigned n_sv_accept = 5; | ||
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| const std::map<InputFeatures, unsigned int> N_InputFeatures{ |
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this should be nInputFeatures to follow the CMS naming rules: http://cms-sw.github.io/cms_coding_rules.html#2--naming-rules-1
(similarly for the other similar variables below)
| constexpr unsigned n_sv_accept = 5; | ||
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| const std::map<InputFeatures, unsigned int> N_InputFeatures{ | ||
| {kChargedCandidates, 16}, |
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these could actually be vectors rather than maps, since the enum is ordered and dense. that would speed up some of the operations in the producers.
| const unsigned int target_n_npf = std::clamp(max_n_npf_counter, (unsigned int)1, (unsigned int)parT::n_npf_accept); | ||
| const unsigned int target_n_vtx = std::clamp(max_n_vtx_counter, (unsigned int)1, (unsigned int)parT::n_sv_accept); | ||
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| const std::map<parT::InputFeatures, unsigned int> target_n { |
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| if (taginfo.features().is_filled) { | ||
| for (std::size_t flav_n = 0; flav_n < flav_names_.size(); flav_n++) { | ||
| (*(output_tags[flav_n]))[jet_ref] = outputs_from_server[jet_n][flav_n]; |
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this can be:
(*(output_tags[flav_n]))[jet_ref] = taginfo.features().is_filled ? outputs_from_server[jet_n][flav_n] : -1.0;so that the for loop doesn't have to be repeated
| std::vector<float> inputs_UparT(const btagbtvdeep::SecondaryVertexFeatures& sv_features, UparT::InputFeatures ifeature); | ||
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| template<class parT_features> | ||
| void parT_tensor_filler(cms::Ort::FloatArrays& data, const parT::InputFeatures ifeature, const std::vector<parT_features>& features, const unsigned int max_n, const float*& start, unsigned offset) { |
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make sure to run these commands before submitting the official PR:
scram b code-checks
scram b code-format
| const unsigned int target_n_npf = (unsigned int)UparT::n_npf_accept; | ||
| const unsigned int target_n_vtx = (unsigned int)UparT::n_sv_accept; | ||
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| const std::map<UparT::InputFeatures, unsigned int> target_n { |
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| if (taginfo.features().is_filled) { | ||
| for (std::size_t flav_n = 0; flav_n < flav_names_.size(); flav_n++) { | ||
| (*(output_tags[flav_n]))[jet_ref] = outputs_from_server[jet_n][flav_n]; |
| timeout = cms.untracked.uint32(300), | ||
| mode = cms.string("Async"), | ||
| modelName = cms.string("particletransformer_AK4"), # double check | ||
| modelConfigPath = cms.FileInPath("RecoBTag/Combined/data/models/particletransformer_AK4/config.pbtxt"), # this is SONIC, not currently in the CMSSW, so the models/ will be copied to this location privately |
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this comment should be removed for the official PR
| timeout = cms.untracked.uint32(300), | ||
| mode = cms.string("Async"), | ||
| modelName = cms.string("unifiedparticletransformer_AK4"), # double check | ||
| modelConfigPath = cms.FileInPath("RecoBTag/Combined/data/models/unifiedparticletransformer_AK4/config.pbtxt"), # this is SONIC, not currently in the CMSSW, so the models/ will be copied to this location privately |
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this comment should be removed for the official PR
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