大服务器 pytorch环境配置

大服务器 pytorch环境配置

1、conda create -n wind_torch_2022 python==3.7

(base) bim@bim-PowerEdge-R730:~$ 
(base) bim@bim-PowerEdge-R730:~$ conda create -n wind_torch_2022 python==3.7
Solving environment: done

## Package Plan ##

  environment location: /home/bim/anaconda3/envs/wind_torch_2022

  added / updated specs: 
    - python==3.7


The following NEW packages will be INSTALLED:

    _libgcc_mutex:   0.1-main                 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    ca-certificates: 2022.4.26-h06a4308_0     http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    certifi:         2021.10.8-py37h06a4308_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    libedit:         3.1.20210910-h7f8727e_0  http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    libffi:          3.2.1-1                  http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
    libgcc-ng:       9.1.0-hdf63c60_0         http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    libstdcxx-ng:    9.1.0-hdf63c60_0         http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    ncurses:         6.3-h7f8727e_2           http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    openssl:         1.0.2u-h7b6447c_0        http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    pip:             21.2.2-py37h06a4308_0    http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    python:          3.7.0-h6e4f718_3         http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    readline:        7.0-h7b6447c_5           http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    setuptools:      61.2.0-py37h06a4308_0    http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    sqlite:          3.33.0-h62c20be_0        http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    tk:              8.6.11-h1ccaba5_0        http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    wheel:           0.37.1-pyhd3eb1b0_0      http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    xz:              5.2.5-h7f8727e_1         http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    zlib:            1.2.11-0                 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free

Proceed ([y]/n)? y

Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#
#     $ conda activate wind_torch_2022
#
# To deactivate an active environment, use
#
#     $ conda deactivate

(base) bim@bim-PowerEdge-R730:~$ 
(base) bim@bim-PowerEdge-R730:~$ 
(base) bim@bim-PowerEdge-R730:~$ 
(base) bim@bim-PowerEdge-R730:~$ 

 

2、conda activate wind_torch_2022

 

3、pip install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu113

(wind_torch_2022) bim@bim-PowerEdge-R730:~$ 
(wind_torch_2022) bim@bim-PowerEdge-R730:~$ 
(wind_torch_2022) bim@bim-PowerEdge-R730:~$ pip install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu113
Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/nightly/cu113
Collecting torch
  Downloading https://download.pytorch.org/whl/nightly/cu113/torch-1.12.0.dev20220517%2Bcu113-cp37-cp37m-linux_x86_64.whl (2098.0 MB)
     |████████████████████████████████| 2098.0 MB 7.8 kB/s 
Collecting torchvision
  Downloading https://download.pytorch.org/whl/nightly/cu113/torchvision-0.13.0.dev20220517%2Bcu113-cp37-cp37m-linux_x86_64.whl (23.5 MB)
     |████████████████████████████████| 23.5 MB 655 kB/s 
Collecting torchaudio
  Downloading https://download.pytorch.org/whl/nightly/cu113/torchaudio-0.12.0.dev20220517%2Bcu113-cp37-cp37m-linux_x86_64.whl (3.7 MB)
     |████████████████████████████████| 3.7 MB 1.4 MB/s 
Collecting typing-extensions
  Using cached typing_extensions-4.2.0-py3-none-any.whl (24 kB)
Collecting requests
  Using cached requests-2.27.1-py2.py3-none-any.whl (63 kB)
Collecting numpy
  Using cached numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.7 MB)
Collecting pillow!=8.3.*,>=5.3.0
  Using cached Pillow-9.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)
Collecting charset-normalizer~=2.0.0
  Using cached charset_normalizer-2.0.12-py3-none-any.whl (39 kB)
Requirement already satisfied: certifi>=2017.4.17 in ./anaconda3/envs/wind_torch_2022/lib/python3.7/site-packages (from requests->torchvision) (2021.10.8)
Collecting idna<4,>=2.5
  Using cached idna-3.3-py3-none-any.whl (61 kB)
Collecting urllib3<1.27,>=1.21.1
  Using cached urllib3-1.26.9-py2.py3-none-any.whl (138 kB)
Installing collected packages: urllib3, typing-extensions, idna, charset-normalizer, torch, requests, pillow, numpy, torchvision, torchaudio
Successfully installed charset-normalizer-2.0.12 idna-3.3 numpy-1.21.6 pillow-9.1.1 requests-2.27.1 torch-1.12.0.dev20220517+cu113 torchaudio-0.12.0.dev20220517+cu113 torchvision-0.13.0.dev20220517+cu113 typing-extensions-4.2.0 urllib3-1.26.9
(wind_torch_2022) bim@bim-PowerEdge-R730:~$ 

 

测试

(wind_torch_2022) bim@bim-PowerEdge-R730:~$ python
Python 3.7.0 (default, Oct  9 2018, 10:31:47) 
[GCC 7.3.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> 
>>> import torch
>>> 
>>> x = torch.Tensor([1.0])
>>> 
>>> y = x.cuda()
>>> 
>>> print(y)
tensor([1.], device='cuda:0')
>>> 
>>> exit();
(wind_torch_2022) bim@bim-PowerEdge-R730:~$ 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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