Pytorch配置环境
cuda与cudnn的下载
cudatoolkit下载：https://developer.nvidia.com/cuda-toolkit-archive
cudnn下载：https://developer.nvidia.com/rdp/cudnn-archive
cuda支持情况：https://developer.nvidia.com/cuda-gpus#compute
cuda和cudnn的对应关系：https://developer.nvidia.com/rdp/cudnn-archive#a-collapse742-10
使用 PyTorch 查看 CUDA 和 cuDNN 版本
import torch
print(torch.__version__)
print(torch.version.cuda)
print(torch.backends.cudnn.version())
安装命令
配置清华源码
pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
安装命令
pip install torch==1.10.1+cu102 torchvision==0.11.2+cu102 torchaudio==0.10.1+cu102 -f https://download.pytorch.org/whl/torch_stable.html
版本对应：
torch与torchvision对应关系，来源：官方Repo: vision
| torch | torchvision | python |
|---|---|---|
| main / nightly | main / nightly | >=3.8, <=3.10 |
| 2.0.0 | 0.15.1 | >=3.8, <=3.10 |
| 1.13.0 | 0.14.0 | >=3.7.2, <=3.10 |
| 1.12.0 | 0.13.0 | >=3.7, <=3.10 |
| 1.11.0 | 0.12.3 | >=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 |
torch与torchaudio对应关系，来源：官方Repo: audio
| torch | torchaudio | python |
|---|---|---|
| main / nightly | main / nightly | >=3.8, <=3.10 |
| 2.0.1 | 2.0.2 | >=3.8, <=3.11 |
| 2.0.0 | 2.0.1 | >=3.8, <=3.11 |
| 1.13.1 | 0.13.1 | >=3.7, <=3.10 |
| 1.13.0 | 0.13.0 | >=3.7, <=3.10 |
| 1.12.0 | 0.12.0 | >=3.7, <=3.10 |
| 1.11.0 | 0.11.0 | >=3.7, <=3.9 |
| 1.10.0 | 0.10.0 | >=3.6, <=3.9 |
| 1.9.1 | 0.9.1 | >=3.6, <=3.9 |
| 1.9.0 | 0.9.0 | >=3.6, <=3.9 |
| 1.8.2 | 0.8.2 | >=3.6, <=3.9 |
| 1.8.1 | 0.8.1 | >=3.6, <=3.9 |
| 1.8.0 | 0.8.0 | >=3.6, <=3.9 |
| 1.7.1 | 0.7.2 | >=3.6, <=3.9 |
| 1.7.0 | 0.7.0 | >=3.6, <=3.8 |
| 1.6.0 | 0.6.0 | >=3.6, <=3.8 |
| 1.5.0 | 0.5.0 | >=3.5, <=3.8 |
| 1.4.0 | 0.4.0 | ==2.7, >=3.5, <=3.8 |
- 当已经装好
torch包时，pip install torchvision torchaudio会自动寻找对应的版本安装。 等待再次验证是否有效。
备注
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