pymc.model.core.Model.profile#

Model.profile(outs, *, n=1000, point=None, profile=True, **kwargs)[source]#

Compiles and profiles an PyTensor function which returns outs and takes values of model vars as a dict as an argument.

Parameters:

outsPyTensor variable or iterable of PyTensor variables
nint, default 1000: Number of iterations to run
pointPoint: Point to pass to the function
profileTrue or ProfileStats
args, kwargs: Compilation args

Returns:

ProfileStats: Use .summary() to print stats.