Add Graph Neural Network-based track finding
This MR introduces one new package InnerDetector/InDetGNNTracking
that contains three components:
-
SeedFitterTool
This tool is to estimate the track parameter for track seeds. It is used in theSiSPGNNTrackMaker
algorithm. -
SiGNNTrackFinderTool
This tool implements the Graph Neural Network-based track-finding algorithm. The current implementation uses the metric learning method for graph construction. The Neural Networks, including the GNN, are executed via theONNX Runtime
. -
SiSPGNNTrackMaker
This algorithm is the main algorithm that takes a list of spacepoints and returns a track container.
Edited by Vakhtang Tsulaia