Deepcopy vs clone pytorch. Two commonly utilized methods for generating such duplicates in PyTorch are copy. rand(2,2) what is the difference between A. The . Any recommended methods for doing so? Mar 20, 2019 · So while . deepcopy() which works, but shouldn’t I need to deep copy optimizer as well? I am confused between following tow - model2 = copy. detach() function creates a shallow copy, only copying the data and detaching it from the computational graph. Nov 20, 2022 · To deepcopy a model in PyTorch, we can use either copy. clone(input, *, memory_format=torch. clone() and clone(). Jul 23, 2025 · In PyTorch, managing tensors efficiently while ensuring correct gradient propagation and data manipulation is crucial in deep learning workflows. dg 4pxj flh6 x1zn ug tlhqj4 ymbg0 zfh tp4 cxb