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pytorch can't be installed directly through pip. Pytorch requires you to download a pip wheel for installing it
As I understand it, this is incorrect as it stands; Pytorch requires you to download a pip wheel for installing it with CUDA support.
And in 12.1 it may be the case that no special handling is required; I simply entered torch in the "Requested packages" list and had the following packages (among others) installed:
nvidia-cuda-cupti-cu12==12.1.105 nvidia-cuda-nvrtc-cu12==12.1.105 nvidia-cuda-runtime-cu12==12.1.105