win10系统+RTX3070+cuda11.3+cudnn8.2

D:\software\anaconda3\envs\pytorch_gpu\lib\site-packages\torch\cuda\__init__.py:143: UserWarning: 
NVIDIA GeForce RTX 3070 Laptop GPU with CUDA capability sm_86 is not compatible with the current PyTorch installation.
The current PyTorch install supports CUDA capabilities sm_37 sm_50 sm_60 sm_61 sm_70 sm_75 compute_37.
If you want to use the NVIDIA GeForce RTX 3070 Laptop GPU GPU with PyTorch, please check the instructions at https://pytorch.org/get-started/locally/

  warnings.warn(incompatible_device_warn.format(device_name, capability, " ".join(arch_list), device_name))

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原因：

win10系统 rtx3070，必须安装cuda11以上版本，对应的pytorch是1.11版本

先安装cuda11.3
https://developer.nvidia.com/cuda-toolkit-archive

然后安装对应版本的cudnn8.2
https://developer.nvidia.com/cudnn

安装pytorch
直接运行指令进行安装
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
如果想下载下来本地安装，则下载地址为
https://download.pytorch.org/whl/torch_stable.html
下载版本为gpu版的11.3

卸载之前安装的pytorch
第一步：卸载当前的pytorch库

在命令框中输入 pip list，查看所卸载的pytorch库是否在列表中，

第二步：在cmd中输入 pip uninstall torch