anaconda安装pytorch
conda create -n pytorch python=3.10.4先去python官网查看最新安装版本3.10.4
输入后发现有个提示
==> WARNING: A newer version of conda exists. <==
current version: 4.10.3
latest version: 4.12.0
Please update conda by running
$ conda update -n base -c defaults conda
有最新conda版本下载
## Package Plan ##
environment location: C:\Users\yao\.conda\envs\pytorch
added / updated specs:
- python=3.10.4
The following packages will be downloaded:
package | build
---------------------------|-----------------
ca-certificates-2022.3.29 | haa95532_1 122 KB
certifi-2020.6.20 | pyhd3eb1b0_3 155 KB
libffi-3.4.2 | h604cdb4_1 43 KB
openssl-1.1.1n | h2bbff1b_0 4.8 MB
pip-21.2.4 | py310haa95532_0 1.9 MB
python-3.10.4 | hbb2ffb3_0 15.9 MB
setuptools-61.2.0 | py310haa95532_0 1.0 MB
sqlite-3.38.2 | h2bbff1b_0 807 KB
tzdata-2022a | hda174b7_0 109 KB
wheel-0.37.1 | pyhd3eb1b0_0 33 KB
wincertstore-0.2 | py310haa95532_2 15 KB
zlib-1.2.12 | h8cc25b3_2 116 KB
------------------------------------------------------------
Total: 25.0 MB
The following NEW packages will be INSTALLED:
bzip2 pkgs/main/win-64::bzip2-1.0.8-he774522_0
ca-certificates pkgs/main/win-64::ca-certificates-2022.3.29-haa95532_1
certifi pkgs/main/noarch::certifi-2020.6.20-pyhd3eb1b0_3
libffi pkgs/main/win-64::libffi-3.4.2-h604cdb4_1
openssl pkgs/main/win-64::openssl-1.1.1n-h2bbff1b_0
pip pkgs/main/win-64::pip-21.2.4-py310haa95532_0
python pkgs/main/win-64::python-3.10.4-hbb2ffb3_0
setuptools pkgs/main/win-64::setuptools-61.2.0-py310haa95532_0
sqlite pkgs/main/win-64::sqlite-3.38.2-h2bbff1b_0
tk pkgs/main/win-64::tk-8.6.11-h2bbff1b_0
tzdata pkgs/main/noarch::tzdata-2022a-hda174b7_0
vc pkgs/main/win-64::vc-14.2-h21ff451_1
vs2015_runtime pkgs/main/win-64::vs2015_runtime-14.27.29016-h5e58377_2
wheel pkgs/main/noarch::wheel-0.37.1-pyhd3eb1b0_0
wincertstore pkgs/main/win-64::wincertstore-0.2-py310haa95532_2
xz pkgs/main/win-64::xz-5.2.5-h62dcd97_0
zlib pkgs/main/win-64::zlib-1.2.12-h8cc25b3_2
Proceed ([y]/n)? n
CondaSystemExit: Exiting.
取消原先python安装，先更新conda
conda update -n base -c defaults conda显示
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: C:\ProgramData\Anaconda3
added / updated specs:
- conda
The following packages will be downloaded:
package | build
---------------------------|-----------------
conda-4.12.0 | py39haa95532_0 14.5 MB
conda-package-handling-1.8.1| py39h8cc25b3_0 729 KB
------------------------------------------------------------
Total: 15.2 MB
The following packages will be UPDATED:
conda 4.10.3-py39haa95532_0 --> 4.12.0-py39haa95532_0
conda-package-han~ 1.7.3-py39h8cc25b3_1 --> 1.8.1-py39h8cc25b3_0
Proceed ([y]/n)?键入y确认
Proceed ([y]/n)? y
Downloading and Extracting Packages
conda-package-handli | 729 KB | ############################################################################ | 100%
conda-4.12.0 | 14.5 MB | ############################################################################ | 100%
Preparing transaction: done
Verifying transaction: failed
EnvironmentNotWritableError: The current user does not have write permissions to the target environment.
environment location: C:\ProgramData\Anaconda3conda装在虚拟机的C盘里没有权限写入，推出后以管理员身份打开conda，再次输入命令更新
Preparing transaction: done
Verifying transaction: done
Executing transaction: done(base) C:\Windows\system32>conda -V
conda 4.12.0查看版本已经更新
继续
conda create -n pytorch python=3.10.4Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: C:\ProgramData\Anaconda3\envs\pytorch
added / updated specs:
- python=3.10.4
The following packages will be downloaded:
package | build
---------------------------|-----------------
ca-certificates-2022.3.29 | haa95532_1 122 KB
certifi-2020.6.20 | pyhd3eb1b0_3 155 KB
libffi-3.4.2 | h604cdb4_1 43 KB
openssl-1.1.1n | h2bbff1b_0 4.8 MB
pip-21.2.4 | py310haa95532_0 1.9 MB
python-3.10.4 | hbb2ffb3_0 15.9 MB
setuptools-61.2.0 | py310haa95532_0 1.0 MB
sqlite-3.38.2 | h2bbff1b_0 807 KB
tzdata-2022a | hda174b7_0 109 KB
wheel-0.37.1 | pyhd3eb1b0_0 33 KB
wincertstore-0.2 | py310haa95532_2 15 KB
zlib-1.2.12 | h8cc25b3_2 116 KB
------------------------------------------------------------
Total: 25.0 MB
The following NEW packages will be INSTALLED:
bzip2 pkgs/main/win-64::bzip2-1.0.8-he774522_0
ca-certificates pkgs/main/win-64::ca-certificates-2022.3.29-haa95532_1
certifi pkgs/main/noarch::certifi-2020.6.20-pyhd3eb1b0_3
libffi pkgs/main/win-64::libffi-3.4.2-h604cdb4_1
openssl pkgs/main/win-64::openssl-1.1.1n-h2bbff1b_0
pip pkgs/main/win-64::pip-21.2.4-py310haa95532_0
python pkgs/main/win-64::python-3.10.4-hbb2ffb3_0
setuptools pkgs/main/win-64::setuptools-61.2.0-py310haa95532_0
sqlite pkgs/main/win-64::sqlite-3.38.2-h2bbff1b_0
tk pkgs/main/win-64::tk-8.6.11-h2bbff1b_0
tzdata pkgs/main/noarch::tzdata-2022a-hda174b7_0
vc pkgs/main/win-64::vc-14.2-h21ff451_1
vs2015_runtime pkgs/main/win-64::vs2015_runtime-14.27.29016-h5e58377_2
wheel pkgs/main/noarch::wheel-0.37.1-pyhd3eb1b0_0
wincertstore pkgs/main/win-64::wincertstore-0.2-py310haa95532_2
xz pkgs/main/win-64::xz-5.2.5-h62dcd97_0
zlib pkgs/main/win-64::zlib-1.2.12-h8cc25b3_2done
#
# To activate this environment, use
#
# $ conda activate pytorch
#
# To deactivate an active environment, use
#
# $ conda deactivate
完成建立了一个python是3.10.4版本的pytorch首先使用conda create -n pytorch python=3.7指令创建一个屋子，叫做pytorch。其中，conda是指调用conda包，create是创建的意思，-n后面跟着屋子的名字，python3.10.4指创建的屋子是python3.10版本的。
(base) C:\Windows\system32>conda env list
# conda environments:
#
base * C:\ProgramData\Anaconda3
pytorch C:\ProgramData\Anaconda3\envs\pytorch
(base) C:\Windows\system32>conda activate pytorch
(pytorch) C:\Windows\system32>激活环境后此时就运行在（pytorch）环境下了
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 --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
conda config --set show_channel_urls yes环境包换成清华源
https://pytorch.org/
进入pytorch官网
因为在虚拟机中安装且没有显卡，又更换了清华源所以复制灰色部位代码运行就好
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: C:\ProgramData\Anaconda3\envs\pytorch
added / updated specs:
- cpuonly
- pytorch
- torchaudio
- torchvision
The following packages will be downloaded:
package | build
---------------------------|-----------------
blas-1.0 | mkl 6 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
brotlipy-0.7.0 |py310h2bbff1b_1002 335 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ca-certificates-2022.3.29 | haa95532_1 122 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
certifi-2020.6.20 | pyhd3eb1b0_3 155 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cffi-1.15.0 | py310h2bbff1b_1 225 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
charset-normalizer-2.0.4 | pyhd3eb1b0_0 35 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cpuonly-2.0 | 0 2 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
cryptography-36.0.0 | py310h21b164f_0 1.0 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
freetype-2.10.4 | hd328e21_0 466 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
idna-3.3 | pyhd3eb1b0_0 49 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
intel-openmp-2021.4.0 | haa95532_3556 2.2 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jpeg-9e | h2bbff1b_0 292 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libpng-1.6.37 | h2a8f88b_0 333 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff-4.2.0 | hd0e1b90_0 786 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libuv-1.40.0 | he774522_0 255 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libwebp-1.2.2 | h2bbff1b_0 658 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lz4-c-1.9.3 | h2bbff1b_1 132 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-2021.4.0 | haa95532_640 114.9 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-service-2.4.0 | py310h2bbff1b_0 48 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_fft-1.3.1 | py310ha0764ea_0 136 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_random-1.2.2 | py310h4ed8f06_0 221 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-1.21.5 | py310h6d2d95c_1 25 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-base-1.21.5 | py310h206c741_1 4.4 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
openssl-1.1.1n | h2bbff1b_0 4.8 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow-9.0.1 | py310hdc2b20a_0 923 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pycparser-2.21 | pyhd3eb1b0_0 94 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pyopenssl-22.0.0 | pyhd3eb1b0_0 50 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pysocks-1.7.1 | py310haa95532_0 28 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pytorch-1.11.0 | py3.10_cpu_0 129.9 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
pytorch-mutex-1.0 | cpu 3 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
requests-2.27.1 | pyhd3eb1b0_0 54 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
six-1.16.0 | pyhd3eb1b0_1 18 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
torchaudio-0.11.0 | py310_cpu 2.9 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
torchvision-0.12.0 | py310_cpu 7.4 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
typing_extensions-4.1.1 | pyh06a4308_0 28 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
urllib3-1.26.9 | py310haa95532_0 189 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
win_inet_pton-1.1.0 | py310haa95532_0 9 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
zstd-1.4.9 | h19a0ad4_0 478 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
------------------------------------------------------------
Total: 273.6 MB
The following NEW packages will be INSTALLED:
blas anaconda/pkgs/main/win-64::blas-1.0-mkl
brotlipy anaconda/pkgs/main/win-64::brotlipy-0.7.0-py310h2bbff1b_1002
cffi anaconda/pkgs/main/win-64::cffi-1.15.0-py310h2bbff1b_1
charset-normalizer anaconda/pkgs/main/noarch::charset-normalizer-2.0.4-pyhd3eb1b0_0
cpuonly anaconda/cloud/pytorch/noarch::cpuonly-2.0-0
cryptography anaconda/pkgs/main/win-64::cryptography-36.0.0-py310h21b164f_0
freetype anaconda/pkgs/main/win-64::freetype-2.10.4-hd328e21_0
idna anaconda/pkgs/main/noarch::idna-3.3-pyhd3eb1b0_0
intel-openmp anaconda/pkgs/main/win-64::intel-openmp-2021.4.0-haa95532_3556
jpeg anaconda/pkgs/main/win-64::jpeg-9e-h2bbff1b_0
libpng anaconda/pkgs/main/win-64::libpng-1.6.37-h2a8f88b_0
libtiff anaconda/pkgs/main/win-64::libtiff-4.2.0-hd0e1b90_0
libuv anaconda/pkgs/main/win-64::libuv-1.40.0-he774522_0
libwebp anaconda/pkgs/main/win-64::libwebp-1.2.2-h2bbff1b_0
lz4-c anaconda/pkgs/main/win-64::lz4-c-1.9.3-h2bbff1b_1
mkl anaconda/pkgs/main/win-64::mkl-2021.4.0-haa95532_640
mkl-service anaconda/pkgs/main/win-64::mkl-service-2.4.0-py310h2bbff1b_0
mkl_fft anaconda/pkgs/main/win-64::mkl_fft-1.3.1-py310ha0764ea_0
mkl_random anaconda/pkgs/main/win-64::mkl_random-1.2.2-py310h4ed8f06_0
numpy anaconda/pkgs/main/win-64::numpy-1.21.5-py310h6d2d95c_1
numpy-base anaconda/pkgs/main/win-64::numpy-base-1.21.5-py310h206c741_1
pillow anaconda/pkgs/main/win-64::pillow-9.0.1-py310hdc2b20a_0
pycparser anaconda/pkgs/main/noarch::pycparser-2.21-pyhd3eb1b0_0
pyopenssl anaconda/pkgs/main/noarch::pyopenssl-22.0.0-pyhd3eb1b0_0
pysocks anaconda/pkgs/main/win-64::pysocks-1.7.1-py310haa95532_0
pytorch anaconda/cloud/pytorch/win-64::pytorch-1.11.0-py3.10_cpu_0
pytorch-mutex anaconda/cloud/pytorch/noarch::pytorch-mutex-1.0-cpu
requests anaconda/pkgs/main/noarch::requests-2.27.1-pyhd3eb1b0_0
six anaconda/pkgs/main/noarch::six-1.16.0-pyhd3eb1b0_1
torchaudio anaconda/cloud/pytorch/win-64::torchaudio-0.11.0-py310_cpu
torchvision anaconda/cloud/pytorch/win-64::torchvision-0.12.0-py310_cpu
typing_extensions anaconda/pkgs/main/noarch::typing_extensions-4.1.1-pyh06a4308_0
urllib3 anaconda/pkgs/main/win-64::urllib3-1.26.9-py310haa95532_0
win_inet_pton anaconda/pkgs/main/win-64::win_inet_pton-1.1.0-py310haa95532_0
zstd anaconda/pkgs/main/win-64::zstd-1.4.9-h19a0ad4_0
The following packages will be SUPERSEDED by a higher-priority channel:
ca-certificates pkgs/main --> anaconda/pkgs/main
certifi pkgs/main --> anaconda/pkgs/main
openssl pkgs/main --> anaconda/pkgs/main
Proceed ([y]/n)?
y确认后一系列安装会出现done完成
(pytorch) C:\Windows\system32>conda list
# packages in environment at C:\ProgramData\Anaconda3\envs\pytorch:
#
# Name Version Build Channel
blas 1.0 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
brotlipy 0.7.0 py310h2bbff1b_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
bzip2 1.0.8 he774522_0 defaults
ca-certificates 2022.3.29 haa95532_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
certifi 2020.6.20 pyhd3eb1b0_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cffi 1.15.0 py310h2bbff1b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
charset-normalizer 2.0.4 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cpuonly 2.0 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
cryptography 36.0.0 py310h21b164f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
freetype 2.10.4 hd328e21_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
idna 3.3 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
intel-openmp 2021.4.0 haa95532_3556 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jpeg 9e h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libffi 3.4.2 h604cdb4_1 defaults
libpng 1.6.37 h2a8f88b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff 4.2.0 hd0e1b90_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libuv 1.40.0 he774522_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libwebp 1.2.2 h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lz4-c 1.9.3 h2bbff1b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl 2021.4.0 haa95532_640 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-service 2.4.0 py310h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_fft 1.3.1 py310ha0764ea_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_random 1.2.2 py310h4ed8f06_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy 1.21.5 py310h6d2d95c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-base 1.21.5 py310h206c741_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
openssl 1.1.1n h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow 9.0.1 py310hdc2b20a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pip 21.2.4 py310haa95532_0 defaults
pycparser 2.21 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pyopenssl 22.0.0 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pysocks 1.7.1 py310haa95532_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
python 3.10.4 hbb2ffb3_0 defaults
pytorch 1.11.0 py3.10_cpu_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
pytorch-mutex 1.0 cpu https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
requests 2.27.1 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
setuptools 61.2.0 py310haa95532_0 defaults
six 1.16.0 pyhd3eb1b0_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
sqlite 3.38.2 h2bbff1b_0 defaults
tk 8.6.11 h2bbff1b_0 defaults
torchaudio 0.11.0 py310_cpu https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
torchvision 0.12.0 py310_cpu https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
typing_extensions 4.1.1 pyh06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tzdata 2022a hda174b7_0 defaults
urllib3 1.26.9 py310haa95532_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
vc 14.2 h21ff451_1 defaults
vs2015_runtime 14.27.29016 h5e58377_2 defaults
wheel 0.37.1 pyhd3eb1b0_0 defaults
win_inet_pton 1.1.0 py310haa95532_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
wincertstore 0.2 py310haa95532_2 defaults
xz 5.2.5 h62dcd97_0 defaults
zlib 1.2.12 h8cc25b3_2 defaults
zstd 1.4.9 h19a0ad4_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main