Should the graph canonization via Bliss ever end up being a bottleneck, there seem to be frameworks that perform better. Namely, nauty and Traces.
Website: https://pallini.di.uniroma1.it/
Latest publication (including benchmark): https://doi.org/10.1016/j.jsc.2013.09.003