The steps to install paddle on centos 7

前端之家收集整理的这篇文章主要介绍了The steps to install paddle on centos 7前端之家小编觉得挺不错的,现在分享给大家,也给大家做个参考。

Requirements

create user and directories

useradd hadoop
cd /home/hadoop

centos version:

# cat /etc/redhat-release 
CentOS Linux release 7.3.1611 (Core)

install dependencies

Python Dependencies(optional)

To compile PaddlePaddle with python predict API,make sure swig installed and set -DWITH_SWIG_PY=ON as follows:

install swig on centos

yum -y install swig

yum update
yum install -y g++ make cmake build-essential libatlas-base-dev python python-pip libpython-dev m4 libprotobuf-dev protobuf-compiler python-protobuf python-numpy git
yum install libgoogle-glog-dev
yum install libgflags-dev
yum install libgtest-dev
yum install blas

check python version

# python --version
Python 2.7.5

install protobuf

wget https://github.com/google/protobuf/archive/v3.1.0.tar.gz

tar zxvf v3.1.0.tar.gz 
cd protobuf-3.1.0
yum -y  install autoconf automake libtool
./autogen.sh
./configure
make && make install
protoc --version

reinstall cmake

Note,paddle write hard the location of cmake as ‘/usr/bin/cmake’

yum -y remove cmake
 wget https://cmake.org/files/v3.8/cmake-3.8.1.tar.gz
tar -xzf cmake-3.8.1.tar.gz
cd cmake-3.8.1
./bootstrap
make
make install
cd ..
ln -s /usr/local/bin/cmake /usr/bin/cmake
ln -s /usr/local/bin/ctest /usr/bin/ctest
ln -s /usr/local/bin/cpack /usr/bin/cpack

install python

yum install python-devel
easy_install-2.7 pip
pip install wheel
#pip install protobuf
easy_install protobuf
 pip2.7 install --upgrade pip

install numpy

wget http://jaist.dl.sourceforge.net/project/numpy/NumPy/1.9.0/numpy-1.9.0.zip


unzip numpy-1.9.0.zip 
cd numpy-1.9.0/
 ./setup.py install

install paddle

git the source code,

git clone https://github.com/baidu/Paddle paddle
cd paddle

Only cpu

mkdir build && cd build 
cmake  .. -DWITH_GPU=OFF  -DWITH_SWIG_PY=ON

make -j `nproc` && make install

output the following contents.

CMake Error at CMakeLists.txt:23 (cmake_minimum_required):
  CMake 3.0 or higher is required.  You are running version 2.8.12.2

Note:

If you set WITH_SWIG_PY=ON,related python dependencies also need to be installed. Otherwise,PaddlePaddle will automatically install python dependencies at first time when user run paddle commands,such as paddle version,paddle train. It may require sudo privileges:

sudo pip install <path to install>/opt/paddle/share/wheels/*.whl

If display the following errors when training the data,please reinstall protobuf-python

Python Error: <type 'exceptions.ImportError'> : cannot import name symbol_database
Python Callstack: 
            /usr/lib/python2.7/site-packages/paddle/trainer/config_parser.py : 86
            /usr/lib/python2.7/site-packages/paddle/proto/__init__.py : 15
            /usr/lib/python2.7/site-packages/paddle/proto/TrainerConfig_pb2.py : 9
pip uninstall protobuf
easy_install protobuf

猜你在找的CentOS相关文章