Installing PyTorch on ARM Mac(M1/M2/M3)

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conda create -n pytorch_env python=3.8
# Activate the environment 
conda activate pytorch_env 
# Install PyTorch with torchvision and torchaudio
conda install pytorch torchvision torchaudio -c pytorch

This is the official PyTorch website looks there for windows and linux installation guide.