ActsPlugins::TorchEdgeClassifier Class Reference

Edge classifier using PyTorch inference. More...

#include <ActsPlugins/Gnn/TorchEdgeClassifier.hpp>

Inheritance diagram for ActsPlugins::TorchEdgeClassifier:

Collaboration diagram for ActsPlugins::TorchEdgeClassifier:

Classes
struct	Config
	Configuration struct for Torch edge classifier. More...

Public Member Functions
	TorchEdgeClassifier (const Config &cfg, std::unique_ptr< const Acts::Logger > logger)
	Constructor.
Config	config () const
	Get the configuration.
PipelineTensors	operator() (PipelineTensors tensors, const ExecutionContext &execContext={}) override
	Perform edge classification.

Detailed Description

Edge classifier using PyTorch inference.

Constructor & Destructor Documentation

TorchEdgeClassifier()

ActsPlugins::TorchEdgeClassifier::TorchEdgeClassifier	(	const Config &	cfg,
		std::unique_ptr< const Acts::Logger >	logger )

Constructor.

Parameters

cfg	Configuration parameters
logger	Logging instance

Member Function Documentation

config()

Config ActsPlugins::TorchEdgeClassifier::config

(

)

const

Get the configuration.

Returns

Copy of the configuration struct

operator()()

PipelineTensors ActsPlugins::TorchEdgeClassifier::operator() ( PipelineTensors tensors, const ExecutionContext & execContext = {} )

overridevirtual

Perform edge classification.

Parameters

tensors	Input pipeline tensors
execContext	Device & stream information

Returns

(node_features, edge_features, edge_index, edge_scores)

Implements ActsPlugins::EdgeClassificationBase.