How to Install Caffe 1.0 With Anaconda Python3 on Centos7
Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community contributors.
The official website is http://caffe.berkeleyvision.org/ .
It is easy to install it with python 2 and Ubuntu.But it is hard to install it with python 3 and centOs.
Here are some records when I install it with Anaconda python3 on centos7.
Platform
Prior to installing, have a glance through this blog and take note of the details for your platform.
$cat /etc/redhat-release
CentOS Linux release 7.*.* (Core)
$python --version
Python 3.4.3 :: Anaconda 2.3.0 (64-bit)
$pip --version
pip 7.0.3 from /home/work/anaconda3/lib/python3.4/site-packages (python 3.4)
Dependencies
$sudo yum install gflags-devel glog-devel lmdb-devel openblas-devel leveldb-devel snappy-devel opencv-devel hdf5-devel
Python and boost Dependencies
Fist of all,download the dependencies.
$git clone --depth 1 https://github.com/BVLC/caffe.git
$wget http://sourceforge.net/projects/boost/files/boost/1.59.0/boost_1_59_0.tar.gz/download
$wget 'https://github.com//protobuf/releases/download/v3.3.0/protobuf-cpp-3.3.0.tar.gz'
$wget 'https://github.com//protobuf/releases/download/v3.3.0/protobuf-python-3.3.0.tar.gz'
Install the dependencies:
1.python libs:
$cd caffe/python
$for req in $(cat requirements.txt) pydot; do /usr/bin/pip install $req -i https://pypi.mirrors.ustc.edu.cn/simple; done
If you are not in China,remove the -i url parameter.
2.pb libs:
$cd ../..;tar zxvf boost_1_59_0.tar.gz;tar zxvf protobuf-cpp-3.3.0.tar.gz;tar zxvf protobuf-python-3.3.0.tar.gz
$cd protobuf-3.3.0/
$./configure
$make && make install
$cd python/
$python setup.py build
$python setup.py install
$sudo ln -s /usr/local/lib/libprotobuf.so.13.0.0 /usr/lib64/libprotobuf.so.13
3.boost libs:
$cd boost_1_59_0/
$./bootstrap.sh
$./b2 cxxflags="-I /home/work/anaconda3/include/python3.4m/"
$sudo ./b2 install --prefix=/usr cxxflags="-I /home/work/anaconda3/include/python3.4m/"
Install Caffe
The last step:
$cd caffe
$git checkout -b 1.0
$vim Makefile.config
change the config like this:
BLAS := open
BLAS_INCLUDE := /usr/include/openblas
PYTHON_INCLUDE := /home/work/anaconda3/include \
/home/work/anaconda3/include/python3.4m \
/home/work/anaconda3/lib/python3.4/site-packages/numpy/core/include
PYTHON_LIBRARIES := boost_python3 python3.4m
$make
$make pycaffe
$export PYTHONPATH=$PYTHONPATH:/home/work/soft/src/caffe/python
TEST
$cd caffe
$make test && make runtest
Good luck!
原创文章如转载，请注明：转载自五四陈科学院[http://www.54chen.com]
Posted by 54chen caffe