Linux Python3.6.8离线安装Pytorch1.10 |
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目录 一、Linux安装编译依赖 1、Linux安装GCC编译器 2、Linux安装Make工具 3、Linux安装OpenSSL依赖 二、Linux安装python3.6.8 1、Python3.6.8下载 2、Python3.6.8编译安装 3、环境变量配置 4、验证Python环境 三、pip3 离线安装依赖库和pytorch 1、离线下载依赖库 2、离线安装依赖库和pytorch 3、在线安装pytorch 四、常见依赖问题解决 1、_bz2模块依赖问题 2、_lzma 模块依赖问题 一、Linux安装编译依赖1、Linux安装GCC编译器Linux离线编译编译Python需要gcc编译器编译,如果没有安装直接编译会出现以下错误 configure: error: no acceptable C compiler found in $PATH yum -y install gcc2、Linux安装Make工具Linux离线编译编译Python需要Make工具安装,如果没有安装直接编译会出现以下错误 -bash: make: command not found yum -y install make3、Linux安装OpenSSL依赖pytorch 需要依赖OpenSSL模块,如果没有OpenSSL依赖,直接安装会出现以下错误 Can't connect to HTTPS URL because the SSL module is not available 验证OpenSSL模块 openssl versionyum安装OpenSSL yum -y install openssl openssl-develrpm查看OpenSSL模块 rpm -q openssl rpm -q openssl-devel二、Linux安装python3.6.81、Python3.6.8下载Python官方网站:Welcome to Python.org Python历史版本:Index of /ftp/python/ Python3.6.8下载:https://www.python.org/ftp/python/3.6.8/Python-3.6.8.tgz 2、Python3.6.8编译安装yum -y install zlib*tar zxvf Python-3.6.8.tgz -C /usr/local/cd /usr/local/Python-3.6.8 && make distcleanpython3.6.6以下需要加 --with-ssl 参数,python3.6.8可加可不加,加了无伤大雅不影响编译安装 ./configure --prefix=/usr/local/python3.6.8 --with-ssl --enable-optimizationsmake && make install提示以下信息则表示编译成功 Collecting setuptools Collecting pip Installing collected packages: setuptools, pip Successfully installed pip-18.1 setuptools-40.6.2 3、环境变量配置创建软连接 ln -s /usr/local/python3.6.8 /usr/local/python3 ln -s /usr/local/python3/bin/python3 /usr/bin/python3配置环境变量 echo ' # python3 config export PYTHON3_HOME=/usr/local/python3 export PATH=$PATH:$PYTHON3_HOME/bin' >> /etc/profilesource /etc/profile tail -n 6 /etc/profile4、验证Python环境测试python安装 python -V python3 -V更新 pip 模块 pip3 install --upgrade pip查看已安装模块 pip3 list三、pip3 离线安装依赖库和pytorch1、离线下载依赖库功能 模块 官方地址 安装包链接 numpy numpy numpy · PyPI numpy-1.19.5-cp36-cp36m-manylinux2010_x86_64.whl Pillow PIL Pillow · PyPI Pillow-8.4.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl typing_extensions typing_extensions typing-extensions · PyPI typing_extensions-4.0.1-py3-none-any.whl dataclasses dataclasses dataclasses · PyPI dataclasses-0.8-py3-none-any.whl torchaudio torchaudio torchaudio · PyPI torchaudio-0.10.1-cp36-cp36m-manylinux1_x86_64.whl torchvision torchvision torchvision · PyPI torchvision-0.11.2-cp36-cp36m-manylinux1_x86_64.whl torch torch torch · PyPI torch-1.10.1-cp36-cp36m-manylinux1_x86_64.whl 2、离线安装依赖库和pytorchpip3 install numpy-1.19.5-cp36-cp36m-manylinux2010_x86_64.whl pip3 install Pillow-8.4.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl pip3 install typing_extensions-4.0.1-py3-none-any.whl pip3 install dataclasses-0.8-py3-none-any.whl pip3 install torch-1.10.1-cp36-cp36m-manylinux1_x86_64.whl pip3 install torchaudio-0.10.1-cp36-cp36m-manylinux1_x86_64.whl pip3 install torchvision-0.11.2-cp36-cp36m-manylinux1_x86_64.whl3、在线安装pytorchStart Locally | PyTorch pip3 install torch==1.10.1+cpu torchvision==0.11.2+cpu torchaudio==0.10.1+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html四、常见依赖问题解决1、_bz2模块依赖问题pytorch 需要依赖bz2模块,如果没有bz2依赖,在导入torchvision 模块时会出现以下错误 from _bz2 import BZ2Compressor, BZ2Decompressor ModuleNotFoundError: No module named '_bz2' yum 安装 bz2 依赖 yum -y install bzip2 bzip2下载 bz2 依赖:_bz2.cpython-36m-x86_64-linux-gnu.so wget https://gitee.com/AlEinstein/utils/raw/master/linux/python/_bz2.cpython-36m-x86_64-linux-gnu.socp _bz2.cpython-36m-x86_64-linux-gnu.so /usr/local/python3/lib/python3.6/lib-dynload/python3from _bz2 import BZ2Compressor, BZ2Decompressor2、_lzma 模块依赖问题File "/usr/local/python3/lib/python3.6/lzma.py", line 27, in from _lzma import * ModuleNotFoundError: No module named '_lzma' Linux 和 Python安装 lzma 依赖 yum -y install xz-devel python-backports-lzmapip3 install backports.lzma修改 lzma.py 模块文件内容(在27、28行) cp /usr/local/python3/lib/python3.6/lzma.py /usr/local/python3/lib/python3.6/lzma.py.initvim /usr/local/python3/lib/python3.6/lzma.pytry: from _lzma import * from _lzma import _encode_filter_properties, _decode_filter_properties except ImportError: from backports.lzma import * from backports.lzma import _encode_filter_properties, _decode_filter_properties测试验证 python3import torchvisionWin10 Python3.6.8 安装 PyTorch:Win10 Python3.6.8 安装 PyTorch_星辰大数据的博客-CSDN博客 Linux安装机器学习框架pytorch:https://blog.csdn.net/qq262593421/article/details/109994870 |
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