Abstract Charged particle reconstruction in High Energy Physics experiments is a significant part of overall event reconstruction. Depending on the physics environment, for instance collider with high multiplicities or luminosities, tracking problem increases complexity and often poses not only an algorithmic, but also computational challenge. With high-luminosity phase LHC at CERN approaching,...