caffe install

• ubuntu 16.04 기준 install
• bvlc 기준

dependencies

• general

  sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler libopenblas-dev
  sudo apt-get install --no-install-recommends libboost-all-dev
  sudo ldconfig
  

• cuda : CUDA 8 is required on Ubuntu 16.04.

` - blas - python

sudo apt-get install the python-dev

• opencv

compilation

• download

  git clone --depth=1 https://github.com/BVLC/caffe.git
  cd caffe
  

• compile

  cp Makefile.config.example Makefile.config
  # Adjust Makefile.config (for example, if using Anaconda Python, or if cuDNN is desired)
  vi Makefile.config
  

• Makefile.config uncommented parts

  # example
  PYTHON_INCLUDE := /usr/include/python2.7 \
    /usr/local/lib/python2.7/dist-packages/numpy/core/include
  WITH_PYTHON_LAYER := 1
  USE_CUDNN := 1
  USE_OPENCV := 1
  USE_LEVELDB := 1
  USE_LMDBDB := 0
  OPENCV_VERSION := 3
  # open for OpenBlas
  BLAS := open
  INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial/
  LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu/hdf5/serial/
  

• compile

  make all -j 4
  make pycaffe
  # make test
  # make runtest
  make distribute
  

• after compile

  $ sudo cp -r distribute /opt/caffe
  $ sudo sh -c "echo '/opt/caffe/lib' > /etc/ld.so.conf.d/caffe.conf"
  $ sudo ldconfig
  

• python path, path 잡아주기

  $ sudo nano /etc/profile.d/caffe.sh
  #  아래 저장하고 나온다.
  export CAFFE_HOME=/opt/caffe
  export PYTHONPATH=${PYTHONPATH}:${CAFFE_HOME}/python
  export PATH=${PATH}:${CAFFE_HOME}/build/tools
  

$ source /etc/profile.d/caffe.sh