n_jobs parameter for random forest to select all but one/two of the processors
Question:
I would like to set the n_jobs parameter to as close to -1 but not include all processors. If we are using a 16VCPU machine, would this be equivalent to selecting n_jobs to 15? What if we want to select all CPUS but two of the processors? n_jobs = 14?
Answers:
From https://scikit-learn.org/stable/glossary.html#term-n-jobs:
For n_jobs below -1, (n_cpus + 1 + n_jobs) are used. For example with n_jobs=-2, all CPUs but one are used.
I would like to set the n_jobs parameter to as close to -1 but not include all processors. If we are using a 16VCPU machine, would this be equivalent to selecting n_jobs to 15? What if we want to select all CPUS but two of the processors? n_jobs = 14?
From https://scikit-learn.org/stable/glossary.html#term-n-jobs:
For n_jobs below -1, (n_cpus + 1 + n_jobs) are used. For example with n_jobs=-2, all CPUs but one are used.