pymc.model.core.Model.profile#

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

Compile and profile a 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
backendstr, optional: Which computational backend to use. Recommended to be one of “numba”, “c”, and “jax”.
compile_fn_kwargs: Compilation kwargs for pymc.model.core.Model.compile_fn()

Returns: