ubuntu14.04 Installing the Caffe+python interface

1 Ubuntu System Installation

Ubuntu 14.04:http://www.releases.ubuntu.com/14.04/

You can download it directly by clicking the address below

Http://www.releases.ubuntu.com/14.04/ubuntu-14.04.5-desktop-amd64.iso

2 Caffe Environment Installation

General dependencies

sudo apt-get install Libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf- Compiler sudo apt-get install--no-install-recommends Libboost-all-dev

sudo apt-get install Libatlas-base-dev

Python: sudo apt-get install Python-dev python-pip

Ubuntu 14.04:sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev

CUDA: Using the cuda7.5 version

sudo dpkg-i cuda-repo-ubuntu1404-7-5-local_7.5-18_amd64.debsudo apt-get updatesudo apt-get Install -Y Cuda

To set up the CUDA environment:

At the end of the/etc/profile file, add the CUDA environment variable:

sudo gedit/etc/profile

Path=/usr/local/cuda/bin: $PATH

Export PATH

Once saved, execute the following command to make the environment variable effective immediately

Source/etc/profile

You also need to add the Lib library path: Join the file in/etc/ld.so.conf.d/cuda.conf

sudo gedit/etc/ld.so.conf.d/cuda.conf

The contents are as follows:

/usr/local/cuda/lib64

Once saved, execute the following command to make it effective immediately

sudo ldconfig

CUDNN: Using version 5.0

TAR-ZXVF cudnn-7.5-linux-x64-v5.0-ga.tgz  cd cuda  sudo cp lib/lib*/usr/local/cuda/lib64/   sudo cp include/cudnn.h/usr/local/cuda/include/   /usr/local/cuda/lib64/+r libcudnn.so.5.0.5-sf libcudnn.so.5.0.5 libcudnn.so.5-sf libcudnn.so.5 Libcudnn.sosudo Ldconfig

3 Python Interface compilation

Install git and download Caffe source code:

sudo apt-get install build-essential cmake git pkg-configsudo git clone https://github.com/BVLC/caffe.git

Download Python dependent environment

sudo su sudo apt-get install gfortranpip install--upgrade pipfor req in $ (cat requirements.txt); do pip install $req; done//recommended to use the domestic image installation, you understand, speed fast for  req in $ (cat requirements.txt); Do pip install $req-I http://pypi.douban.com/ Simple Done

Compile: First copy the Makefile.config file, cancel the comment

CP Makefile.config.example Makefile.config

# CuDNN Acceleration Switch (uncomment to build with CuDNN).
USE_CUDNN: = 1

# Uncomment to support layers written in Python (would link against Python libs)
With_python_layer: = 1

Compile the Caffe and Python interfaces using the following command

Make-j
Make PY

4 Calling the Python interface with the Spyder and KDevelop calling C + +

Installation

sudo pip install spydersudo apt-get install KDevelop

ubuntu14.04 Installing the Caffe+python interface