WeaverInterface Class Reference

#include <addons/ONNXRuntime/WeaverInterface.h>

Collaboration diagram for WeaverInterface:

Classes
struct	PreprocessParams

Public Types
using	ConstituentVars = rv::RVec<float>

Public Member Functions
	WeaverInterface (const std::string &onnx_filename="", const std::string &json_filename="", const rv::RVec< std::string > &vars={})
	Initialise an inference model from Weaver output ONNX/JSON files and a list of variables to be provided for each event/jet.
rv::RVec< float >	run (const rv::RVec< ConstituentVars > &)
	Run inference given a list of jet constituents variables.

Private Member Functions
std::vector< float >	center_norm_pad (const rv::RVec< float > &input, float center, float scale, size_t min_length, size_t max_length, float pad_value=0, float replace_inf_value=0, float min=0, float max=-1)
size_t	variablePos (const std::string &) const

Private Attributes
std::unique_ptr< ONNXRuntime >	onnx_
std::vector< std::string >	variables_names_
ONNXRuntime::Tensor< long >	input_shapes_
std::vector< unsigned int >	input_sizes_
std::unordered_map< std::string, PreprocessParams >	prep_info_map_
ONNXRuntime::Tensor< float >	data_

Member Typedef Documentation

ConstituentVars

using WeaverInterface::ConstituentVars = rv::RVec<float>

Constructor & Destructor Documentation

WeaverInterface()

WeaverInterface::WeaverInterface ( const std::string & onnx_filename = "", const std::string & json_filename = "", const rv::RVec< std::string > & vars = {} )

explicit

Initialise an inference model from Weaver output ONNX/JSON files and a list of variables to be provided for each event/jet.

Member Function Documentation

center_norm_pad()

std::vector< float > WeaverInterface::center_norm_pad ( const rv::RVec< float > & input, float center, float scale, size_t min_length, size_t max_length, float pad_value = 0, float replace_inf_value = 0, float min = 0, float max = -1 )

private

run()

rv::RVec< float > WeaverInterface::run

(

const rv::RVec< ConstituentVars > &

constituents

)

Run inference given a list of jet constituents variables.

variablePos()

size_t WeaverInterface::variablePos ( const std::string & var_name ) const

private

Member Data Documentation

data_

ONNXRuntime::Tensor<float> WeaverInterface::data_

private

input_shapes_

ONNXRuntime::Tensor<long> WeaverInterface::input_shapes_

private

input_sizes_

std::vector<unsigned int> WeaverInterface::input_sizes_

private

onnx_

std::unique_ptr<ONNXRuntime> WeaverInterface::onnx_

private

prep_info_map_

std::unordered_map<std::string, PreprocessParams> WeaverInterface::prep_info_map_

private

variables_names_

std::vector<std::string> WeaverInterface::variables_names_

private

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The documentation for this class was generated from the following files:

• addons/ONNXRuntime/WeaverInterface.h
• addons/ONNXRuntime/src/WeaverInterface.cc