conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch

conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch

NOTE: 'conda-forge' channel is required for cudatoolkit 11.1
conda install pytorch torchvision torchaudio cudatoolkit=11.1 -c pytorch -c conda-forge

NOTE: Python 3.9 users will need to add '-c=conda-forge' for installation
conda install pytorch torchvision torchaudio cpuonly -c pytorch

pip install torch==1.8.0+cu102 torchvision==0.9.0+cu102 torchaudio===0.8.0 -f https://download.pytorch.org/whl/torch_stable.html

pip install torch==1.8.0+cu111 torchvision==0.9.0+cu111 torchaudio===0.8.0 -f https://download.pytorch.org/whl/torch_stable.html

pip install torch==1.8.0+cpu torchvision==0.9.0+cpu torchaudio===0.8.0 -f https://download.pytorch.org/whl/torch_stable.html

Windows stable binaries do not support Java, but nighty binaries do. Support is only available for Linux and MacOS. Download here for C++ (Release version):
https://download.pytorch.org/libtorch/cu102/libtorch-win-shared-with-deps-1.8.0.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/cu102/libtorch-win-shared-with-deps-debug-1.8.0.zip

Windows stable binaries do not support Java, but nighty binaries do. Support is only available for Linux and MacOS. Download here for C++ (Release version):
https://download.pytorch.org/libtorch/cu111/libtorch-win-shared-with-deps-1.8.0%2Bcu111.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/cu111/libtorch-win-shared-with-deps-debug-1.8.0%2Bcu111.zip

Windows stable binaries do not support Java, but nighty binaries do. Support is only available for Linux and MacOS. Download here for C++ (Release version):
https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-1.8.0%2Bcpu.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-debug-1.8.0%2Bcpu.zip

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Download here for C++ (Release version):
https://download.pytorch.org/libtorch/nightly/cu102/libtorch-win-shared-with-deps-latest.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/nightly/cu102/libtorch-win-shared-with-deps-debug-latest.zip

Download here for C++ (Release version):
https://download.pytorch.org/libtorch/nightly/cu111/libtorch-win-shared-with-deps-latest.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/nightly/cu111/libtorch-win-shared-with-deps-debug-latest.zip

Download here for C++ (Release version):
https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip

Download here for C++ (Debug version):
https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-debug-latest.zip