Install Caffe running 3D-CNN on clean Ubuntu 14.04

I would like to write a story about building an environment from a clean Ubuntu 14.04 environment until 3D-CNN using caffe can be used with python.

It is assumed that you have root privileges. "I think this is the fastest"

Install pyenv

Download pyenv = install. Just don't forget to install it as it uses git.

sudo apt-get install git
git clone git://github.com/yyuu/pyenv.git ~/.local/pyenv

Add the following to .bashrc to pass the path to the save location

export PYENV_ROOT=~/.local/pyenv  #Required for pyenv install after this
export PATH=$PYENV_ROOT/bin:$PATH
eval "$(pyenv init -)"

Don't forget to source.

source ~/.bashrc

(Reference: [I built a python environment on Ubuntu using pyenv.](Http://www.takunoko.com/blog/ubuntu%E3%81%ABpython%E3%82%92%E3%82% A4% E3% 83% B3% E3% 82% B9% E3% 83% 88% E3% 83% BC% E3% 83% AB% E3% 81% 97% E3% 81% BE% E3% 81% 97% E3% 81% 9F% E3% 80% 82 /))

Installation of anaconda

Insert anaconda into pyenv and make it the default python environment.

pyenv install anaconda-2.3.0 #It takes about 10 minutes
pyenv global anaconda-2.3.0

Environmental improvement of anaconda

conda install protobuf

(Reference: How to use 3D-CNN with Caffe in TSUBAME 2.5)

Installation of many necessary things

sudo apt-get install libatlas-base-dev libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler libgflags-dev libgoogle-glog-dev liblmdb-dev python-numpy
sudo apt-get install --no-install-recommends libboost-all-dev

(Reference: Caffe --Ubuntu Installation)

caffe installation

git clone https://github.com/jmerkow/caffe.git ~/.local/caffe
cd ~/.local/caffe
cp Makefile.config.example Makefile.config

Modify Makefile.config. The environment at hand doesn't have a GPU.

-# CPU_ONLY := 1
+CPU_ONLY := 1  

Run make

make all
make test 
make runtest

make pycaffe

Modify .bashrc again. Please source after this.

export PYTHONPATH=~/.local/caffe/python:$PYTHONPATH

So far, on the python interpreter

import caffe

If it goes well, it's OK. accomplished.

Try running caffe

Under construction. I would like to show an example of running 3D-CNN.


What you want to add to the article

--Creating a version of the procedure that uses OpenBLAS instead of atlas --Execution of learning using caffe

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