安装前准备，打开anaconda prompt
anaconda安装pytorch
(base) C:\Users\Xzy的matebook>conda info --env //查看已安装的环境
# conda environments:
#
base * D:\develop\tool\anaconda3
d2l D:\develop\tool\anaconda3\envs\d2l
unet D:\develop\tool\anaconda3\envs\unet
(base) C:\Users\Xzy的matebook>conda create -n dl python=3.6 //创建名称为dl的环境
Retrieving notices: ...working... done
Channels:
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
- defaults
Platform: win-64
Collecting package metadata (repodata.json): done
Solving environment: done
## Package Plan ##
environment location: D:\develop\tool\anaconda3\envs\dl
added / updated specs:
- python=3.6
The following packages will be downloaded:
package | build
---------------------------|-----------------
pip-21.3.1 | pyhd8ed1ab_0 1.2 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ce
python-3.6.15 |h39d44d4_0_cpython 18.9 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/e
python_abi-3.6 | 2_cp36m 4 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ce
setuptools-58.0.4 | py36ha15d459_2 959 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ce
vc-14.3 | h8a93ad2_21 17 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ce
vc14_runtime-14.40.33810 | ha82c5b3_21 734 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ce
done
#
# To activate this environment, use
#
# $ conda activate dl
#
# To deactivate an active environment, use
#
# $ conda deactivate
(base) C:\Users\Xzy的matebook>activate dl //激活刚刚创建的dl环境，下面三行为添加清华园安装pytorch
(dl) C:\Users\Xzy的matebook>conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
Warning: 'https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/' already in 'channels' list, moving to the top
(dl) C:\Users\Xzy的matebook>conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
Warning: 'https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/' already in 'channels' list, moving to the top
(dl) C:\Users\Xzy的matebook>conda config --set show_channel_urls yes
(dl) C:\Users\Xzy的matebook>conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit=10.2 -c pytorch //安装pytorch
Channels:
- pytorch
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
- defaults
Platform: win-64
Collecting package metadata (repodata.json): done
Solving environment: done
## Package Plan ##
environment location: D:\develop\tool\anaconda3\envs\dl
added / updated specs:
- cudatoolkit=10.2
- pytorch==1.10.0
- torchaudio==0.10.0
- torchvision==0.11.0
The following packages will be downloaded:
package | build
---------------------------|-----------------
blas-1.0 | mkl 6 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
cudatoolkit-10.2.89 | h74a9793_1 317.2 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
dataclasses-0.8 | pyh4f3eec9_6 22 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
freetype-2.12.1 | ha860e81_0 490 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
giflib-5.2.1 | h8cc25b3_3 88 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
intel-openmp-2023.1.0 | h59b6b97_46320 2.7 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
jpeg-9e | h827c3e9_3 334 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
lerc-3.0 | hd77b12b_0 120 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libdeflate-1.17 | h2bbff1b_1 153 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libpng-1.6.39 | h8cc25b3_0 369 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libtiff-4.5.1 | hd77b12b_0 1.1 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libuv-1.48.0 | h827c3e9_0 322 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libwebp-1.3.2 | hbc33d0d_0 73 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
libwebp-base-1.3.2 | h2bbff1b_0 306 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
lz4-c-1.9.4 | h2bbff1b_1 152 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
mkl-2020.2 | 256 109.3 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
mkl-service-2.3.0 | py36h196d8e1_0 45 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
mkl_fft-1.3.0 | py36h46781fe_0 131 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
mkl_random-1.1.1 | py36h47e9c7a_0 235 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
numpy-1.19.2 | py36hadc3359_0 22 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
numpy-base-1.19.2 | py36ha3acd2a_0 3.8 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
olefile-0.46 | pyhd3eb1b0_0 34 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
pillow-8.3.1 | py36h8f6046a_0 893 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
pytorch-1.10.0 |py3.6_cuda10.2_cudnn7_0 951.0 MB pytorch
pytorch-mutex-1.0 | cuda 3 KB pytorch
six-1.16.0 | pyhd3eb1b0_1 18 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
tk-8.6.14 | h0416ee5_0 3.5 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
torchaudio-0.10.0 | py36_cu102 2.1 MB pytorch
torchvision-0.11.0 | py36_cu102 8.5 MB pytorch
typing_extensions-4.1.1 | pyh06a4308_0 28 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
xz-5.4.6 | h8cc25b3_1 609 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
zlib-1.2.13 | h8cc25b3_1 131 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
zstd-1.5.5 | hd43e919_2 720 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/man
------------------------------------------------------------
Total: 1.37 GB
The following NEW packages will be INSTALLED:
blas anaconda/pkgs/main/win-64::blas-1.0-mkl
cudatoolkit anaconda/pkgs/main/win-64::cudatoolkit-10.2.89-h74a9793_1
dataclasses anaconda/pkgs/main/noarch::dataclasses-0.8-pyh4f3eec9_6
freetype anaconda/pkgs/main/win-64::freetype-2.12.1-ha860e81_0
giflib anaconda/pkgs/main/win-64::giflib-5.2.1-h8cc25b3_3
intel-openmp anaconda/pkgs/main/win-64::intel-openmp-2023.1.0-h59b6b97_46320
jpeg anaconda/pkgs/main/win-64::jpeg-9e-h827c3e9_3
lerc anaconda/pkgs/main/win-64::lerc-3.0-hd77b12b_0
libdeflate anaconda/pkgs/main/win-64::libdeflate-1.17-h2bbff1b_1
libpng anaconda/pkgs/main/win-64::libpng-1.6.39-h8cc25b3_0
libtiff anaconda/pkgs/main/win-64::libtiff-4.5.1-hd77b12b_0
libuv anaconda/pkgs/main/win-64::libuv-1.48.0-h827c3e9_0
libwebp anaconda/pkgs/main/win-64::libwebp-1.3.2-hbc33d0d_0
libwebp-base anaconda/pkgs/main/win-64::libwebp-base-1.3.2-h2bbff1b_0
lz4-c anaconda/pkgs/main/win-64::lz4-c-1.9.4-h2bbff1b_1
mkl anaconda/pkgs/main/win-64::mkl-2020.2-256
mkl-service anaconda/pkgs/main/win-64::mkl-service-2.3.0-py36h196d8e1_0
mkl_fft anaconda/pkgs/main/win-64::mkl_fft-1.3.0-py36h46781fe_0
mkl_random anaconda/pkgs/main/win-64::mkl_random-1.1.1-py36h47e9c7a_0
numpy anaconda/pkgs/main/win-64::numpy-1.19.2-py36hadc3359_0
numpy-base anaconda/pkgs/main/win-64::numpy-base-1.19.2-py36ha3acd2a_0
olefile anaconda/pkgs/main/noarch::olefile-0.46-pyhd3eb1b0_0
pillow anaconda/pkgs/main/win-64::pillow-8.3.1-py36h8f6046a_0
pytorch pytorch/win-64::pytorch-1.10.0-py3.6_cuda10.2_cudnn7_0
pytorch-mutex pytorch/noarch::pytorch-mutex-1.0-cuda
six anaconda/pkgs/main/noarch::six-1.16.0-pyhd3eb1b0_1
tk anaconda/pkgs/main/win-64::tk-8.6.14-h0416ee5_0
torchaudio pytorch/win-64::torchaudio-0.10.0-py36_cu102
torchvision pytorch/win-64::torchvision-0.11.0-py36_cu102
typing_extensions anaconda/pkgs/main/noarch::typing_extensions-4.1.1-pyh06a4308_0
xz anaconda/pkgs/main/win-64::xz-5.4.6-h8cc25b3_1
zlib anaconda/pkgs/main/win-64::zlib-1.2.13-h8cc25b3_1
zstd anaconda/pkgs/main/win-64::zstd-1.5.5-hd43e919_2
Proceed ([y]/n)? y
Downloading and Extracting Packages:
pytorch-1.10.0 | 951.0 MB | #######################################################2 | 73%
cudatoolkit-10.2.89 | 317.2 MB | ############################################################################ | 100%
mkl-2020.2 | 109.3 MB | ############################################################################ | 100%
torchvision-0.11.0 | 8.5 MB | ############################################################################ | 100%
numpy-base-1.19.2 | 3.8 MB | ############################################################################ | 100%
tk-8.6.14 | 3.5 MB | ############################################################################ | 100%
intel-openmp-2023.1. | 2.7 MB | ############################################################################ | 100%
torchaudio-0.10.0 | 2.1 MB | ############################################################################ | 100%
libtiff-4.5.1 | 1.1 MB | ############################################################################ | 100%
pillow-8.3.1 | 893 KB | ############################################################################ | 100%
zstd-1.5.5 | 720 KB | ############################################################################ | 100%
xz-5.4.6 | 609 KB | ############################################################################ | 100%
freetype-2.12.1 | 490 KB | ############################################################################ | 100%
libpng-1.6.39 | 369 KB | ############################################################################ | 100%
jpeg-9e | 334 KB | ############################################################################ | 100%
libuv-1.48.0 | 322 KB | ############################################################################ | 100%
libwebp-base-1.3.2 | 306 KB | ############################################################################ | 100%
mkl_random-1.1.1 | 235 KB | ############################################################################ | 100%
libdeflate-1.17 | 153 KB | ############################################################################ | 100%
lz4-c-1.9.4 | 152 KB | ############################################################################ | 100%
mkl_fft-1.3.0 | 131 KB | ############################################################################ | 100%
zlib-1.2.13 | 131 KB | ############################################################################ | 100%
lerc-3.0 | 120 KB | ############################################################################ | 100%
giflib-5.2.1 | 88 KB | ############################################################################ | 100%
libwebp-1.3.2 | 73 KB | ############################################################################ | 100%
mkl-service-2.3.0 | 45 KB | ############################################################################ | 100%
olefile-0.46 | 34 KB | ############################################################################ | 100%
typing_extensions-4. | 28 KB | ############################################################################ | 100%
pytorch-1.10.0 | 951.0 MB | #######################################################4 pytorch-1.10.0 | 951.0 MB | #######################################################5 pytorch-1.10.0 | 951.0 MB | #######################################################7 pytorch-1.10.0 rchpytorcpytorch-1.10.0 pytorcpytorcdone
(dl) C:\Users\Xzy的matebook>python
Python 3.6.15 (default, Dec 3 2021, 18:25:24) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch //导入torch包
>>> torch.__version__ //查看pytorch安装的版本
'1.10.0'
>>> torch.cuda.is_available() //看当前torch是否可用，True表示安装成功cuda，False表示当前为cpu环境
True到这里表示安装完成啦！！！！
安装清华园，在安装pytorch之前安装这个可以更快下载
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
conda config --set show_channel_urls yes
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/win-64/conda操作命令
(dl) C:\Users\Xzy的matebook>conda list //查看有哪些包，可以看到下面torchvision 0.11.0 py36_cu102 pytorch 安装的cuda10.2版本的pytorch
# packages in environment at D:\develop\tool\anaconda3\envs\dl:
#
# Name Version Build Channel
blas 1.0 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cudatoolkit 10.2.89 h74a9793_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
dataclasses 0.8 pyh4f3eec9_6 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
freetype 2.12.1 ha860e81_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
giflib 5.2.1 h8cc25b3_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
intel-openmp 2023.1.0 h59b6b97_46320 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jpeg 9e h827c3e9_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lerc 3.0 hd77b12b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libdeflate 1.17 h2bbff1b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libpng 1.6.39 h8cc25b3_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff 4.5.1 hd77b12b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libuv 1.48.0 h827c3e9_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libwebp 1.3.2 hbc33d0d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libwebp-base 1.3.2 h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lz4-c 1.9.4 h2bbff1b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl 2020.2 256 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-service 2.3.0 py36h196d8e1_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_fft 1.3.0 py36h46781fe_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_random 1.1.1 py36h47e9c7a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy 1.19.2 py36hadc3359_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-base 1.19.2 py36ha3acd2a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
olefile 0.46 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow 8.3.1 py36h8f6046a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pip 21.3.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python 3.6.15 h39d44d4_0_cpython https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python_abi 3.6 2_cp36m https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pytorch 1.10.0 py3.6_cuda10.2_cudnn7_0 pytorch
pytorch-mutex 1.0 cuda pytorch
setuptools 58.0.4 py36ha15d459_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
six 1.16.0 pyhd3eb1b0_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tk 8.6.14 h0416ee5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
torchaudio 0.10.0 py36_cu102 pytorch
torchvision 0.11.0 py36_cu102 pytorch
typing_extensions 4.1.1 pyh06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ucrt 10.0.22621.0 h57928b3_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
vc 14.3 h8a93ad2_21 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
vc14_runtime 14.40.33810 ha82c5b3_21 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
vs2015_runtime 14.40.33810 h3bf8584_21 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wheel 0.37.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xz 5.4.6 h8cc25b3_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
zlib 1.2.13 h8cc25b3_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
zstd 1.5.5 hd43e919_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main