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SInce you have to run the computation on various graphs, you can do some basic parallelism provided by the @parallel decorator, see https://doc.sagemath.org/html/en/reference/parallel/index.html

SInce you have to run the computation on various graphs, you can do some basic parallelism provided by the @parallel decorator, see https://doc.sagemath.org/html/en/reference/parallel/index.html

EDIT if tou use the @parallel decorator, you have to specify the number of cpus, e.g. @parallel(ncpus=8)