FPGATrackSimGNNEdgeClassifierTool.h File Reference

Implements edge classification by inferencing on an Interaction Network GNN. More...

#include "AthenaBaseComps/AthAlgTool.h"
#include "FPGATrackSimObjects/FPGATrackSimGNNHit.h"
#include "FPGATrackSimObjects/FPGATrackSimGNNEdge.h"
#include "AthOnnxInterfaces/IOnnxRuntimeInferenceTool.h"
#include <onnxruntime_cxx_api.h>

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Classes
class	FPGATrackSimGNNEdgeClassifierTool

Detailed Description

Implements edge classification by inferencing on an Interaction Network GNN.

Author

Jared Burleson - jared.nosp@m..dyn.nosp@m.es.bu.nosp@m.rles.nosp@m.on@ce.nosp@m.rn.c.nosp@m.h

Date

November 27th, 2024

This class implements the scoreEdges() function which will calculate a score for each FPGATrackSimGNNEdge using an Interaction Network GNN. Each edge will receive a score between 0 and 1 that indicates how likely the edge is to connect two hits that belong to the same particle/track. The default value of the edge score is -1, indicating that an edge has not been scored by the GNN yet.

Definition in file FPGATrackSimGNNEdgeClassifierTool.h.