【pytorch 和torchvision 版本对应关系及安装】

  • 参考链接:
  • GitHub – pytorch/vision: Datasets, Transforms and Models specific to Computer VisionDatasets, Transforms and Models specific to Computer Vision – GitHub – pytorch/vision: Datasets, Transforms and Models specific to Computer Visionhttps://github.com/pytorch/vision#installationPyTorch An open source machine learning framework that accelerates the path from research prototyping to production deployment.https://pytorch.org/Previous PyTorch Versions | PyTorch An open source machine learning framework that accelerates the path from research prototyping to production deployment.https://pytorch.org/get-started/previous-versions/

  • 对应关系:
  • torch torchvision python
    main / nightly main / nightly >=3.7<=3.10
    1.11.0 0.12.0 >=3.7<=3.10
    1.10.2 0.11.3 >=3.6<=3.9
    1.10.1 0.11.2 >=3.6<=3.9
    1.10.0 0.11.1 >=3.6<=3.9
    1.9.1 0.10.1 >=3.6<=3.9
    1.9.0 0.10.0 >=3.6<=3.9
    1.8.2 0.9.2 >=3.6<=3.9
    1.8.1 0.9.1 >=3.6<=3.9
    1.8.0 0.9.0 >=3.6<=3.9
    1.7.1 0.8.2 >=3.6<=3.9
    1.7.0 0.8.1 >=3.6<=3.8
    1.7.0 0.8.0 >=3.6<=3.8
    1.6.0 0.7.0 >=3.6<=3.8
    1.5.1 0.6.1 >=3.5<=3.8
    1.5.0 0.6.0 >=3.5<=3.8
    1.4.0 0.5.0 ==2.7>=3.5<=3.8
    1.3.1 0.4.2 ==2.7>=3.5<=3.7
    1.3.0 0.4.1 ==2.7>=3.5<=3.7
    1.2.0 0.4.0 ==2.7>=3.5<=3.7
    1.1.0 0.3.0 ==2.7>=3.5<=3.7
    <=1.0.1 0.2.2 ==2.7>=3.5<=3.7
  • 安装方法:
  • Linux and Windows

    # ROCM 4.2 (Linux only)
    pip install torch==1.10.1+rocm4.2 torchvision==0.11.2+rocm4.2 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
    
    # ROCM 4.1 (Linux only)
    pip install torch==1.10.1+rocm4.1 torchvision==0.11.2+rocm4.1 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
    
    # ROCM 4.0.1 (Linux only)
    pip install torch==1.10.1+rocm4.0.1 torchvision==0.10.2+rocm4.0.1 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
    
    # CUDA 11.1
    pip install torch==1.10.1+cu111 torchvision==0.11.2+cu111 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
    
    # CUDA 10.2
    pip install torch==1.10.1+cu102 torchvision==0.11.2+cu102 torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html
    
    # CPU only
    pip install torch==1.10.1+cpu torchvision==0.11.2+cpu torchaudio==0.10.1 -f https://download.pytorch.org/whl/torch_stable.html

    来源:玉米研究所

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