BuildInstructions/caffe-build at master · hkarel/BuildInstructions · GitHub

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Источники:
  http://caffe.berkeleyvision.org/installation.html

[compiler]
sudo apt-get install build-essential gfortran

[components]
sudo apt-get install \
  protobuf-compiler libprotobuf-dev libleveldb-dev libsnappy-dev \
  libhdf5-serial-dev libgoogle-glog-dev libgflags-dev liblmdb-dev \
  python-numpy libboost1.55-all-dev \

  Компактная установка вместо libboost1.55-all-dev:
    libboost-system1.55-dev libboost-thread1.55-dev libboost-filesystem1.55-dev \
    libboost-regex1.55-dev

[OpenBLAS]
github: https://github.com/xianyi/OpenBLAS
cd ~/OpenBLAS
git clean -dfx
git checkout -t origin/release-0.3.0
mkdir -p build && cd build

cmake \
  -D CMAKE_BUILD_TYPE=Release \
  -D CMAKE_INSTALL_PREFIX=/opt/openblas/0.3.2 \
  -D CMAKE_INSTALL_LIBDIR=lib \
  .. \

make -j4
sudo make install


[MKL-DNN]
github: https://github.com/01org/mkl-dnn
cd ~/mkl-dnn
./scripts/prepare_mkl.sh
mkdir -p build && cd build

cmake \
  -D CMAKE_BUILD_TYPE=Release \
  -D CMAKE_INSTALL_PREFIX=/opt/mkldnn/0.7.0 \
  -D CMAKE_INSTALL_RPATH="$ORIGIN/../lib:$ORIGIN/" \
  .. \

[Caffe-BVLC]
github: https://github.com/BVLC/caffe
cd ~/Caffe-BVLC
git clean -dfx
git checkout -t origin/master
mkdir -p build && cd build

В начало файла CMakeLists.txt добавить
if(POLICY CMP0022)
  cmake_policy(SET CMP0022 OLD)
endif()

export OpenBLAS_HOME=/opt/openblas/0.2.20
export OpenBLAS_HOME=/opt/openblas/0.3.2
export OpenBLAS_HOME=/home/hkarel/CProjects/Caffe-Intel/external/mkl/mklml_lnx_2018.0.1.20171227

export OpenCV_DIR=/opt/opencv/3.4

Сборка без CUDA
cmake \
  -D CMAKE_BUILD_TYPE=Release \
  -D CMAKE_INSTALL_PREFIX=/opt/caffe/ssd/1.0.0 \
  -D CPU_ONLY=ON \
  -D BUILD_SHARED_LIBS=ON \
  -D BUILD_python=OFF \
  -D BUILD_matlab=OFF \
  -D BUILD_docs=OFF \
  -D BUILD_python_layer=OFF \
  -D BLAS=MKL \
  -D USE_OPENCV=OFF \
  -D ALLOW_LMDB_NOLOCK=ON \
  .. \

Сборка с CUDA для серверов cuda-srvX
cmake \
  -D CMAKE_BUILD_TYPE=Release \
  -D CMAKE_INSTALL_PREFIX=/opt/caffe-bvlc/1.0.0 \
  -D BUILD_SHARED_LIBS=ON \
  -D BUILD_matlab=OFF \
  -D BUILD_docs=OFF \
  -D BLAS=Open \
  .. \


[Caffe-Intel]
github: https://github.com/intel/caffe
cd ~/Caffe-Intel
git clean -dfx
mkdir -p build && cd build

Версия: 1.1.0
Текущий коммит сборки: 583299d8770d5c09a8c0b44a4dfbda45ac0942b0

cmake \
  -D CMAKE_BUILD_TYPE=Release \
  -D CMAKE_INSTALL_PREFIX=/opt/caffe/intel/1.1.0 \
  -D CPU_ONLY=ON \
  -D BUILD_SHARED_LIBS=ON \
  -D BUILD_python=ON \
  -D BUILD_matlab=OFF \
  -D BUILD_docs=OFF \
  -D BUILD_python_layer=ON \
  -D BLAS=MKL \
  -D USE_OPENCV=OFF \
  .. \


# v1.1.0
sudo cp -f  ../external/mkldnn/install/include/{*.h,*.hpp}                     /opt/caffe/intel/1.1.0/include && \
sudo cp -fP ../external/mkldnn/install/lib/libmkldnn.so*                       /opt/caffe/intel/1.1.0/lib && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/include/*.h            /opt/caffe/intel/1.1.0/include && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/lib/libiomp5.so        /opt/caffe/intel/1.1.0/lib && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/lib/libmklml_intel.so  /opt/caffe/intel/1.1.0/lib && \
sudo cp -f  ../external/mlsl/l_mlsl_2017.2.018/intel64/include/{*.h,*.hpp}     /opt/caffe/intel/1.1.0/include && \
sudo cp -fP ../external/mlsl/l_mlsl_2017.2.018/intel64/lib/libmlsl.so*         /opt/caffe/intel/1.1.0/lib && \
sudo cp -fP ../external/mlsl/l_mlsl_2017.2.018/intel64/lib/libmpi.so*          /opt/caffe/intel/1.1.0/lib \

# v1.1.1a
sudo cp -f  ../include/mpi*                                                    /opt/caffe/intel/1.1.1a/include && \
sudo cp -f  ../external/mkldnn/install/include/{*.h,*.hpp}                     /opt/caffe/intel/1.1.1a/include && \
sudo cp -fP ../external/mkldnn/install/lib/libmkldnn.so*                       /opt/caffe/intel/1.1.1a/lib && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/include/*.h            /opt/caffe/intel/1.1.1a/include && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/lib/libiomp5.so        /opt/caffe/intel/1.1.1a/lib && \
sudo cp -f  ../external/mkl/mklml_lnx_2018.0.1.20171227/lib/libmklml_intel.so  /opt/caffe/intel/1.1.1a/lib && \
sudo cp -f  ../external/mlsl/l_mlsl_2018.0.003/intel64/include/{*.h,*.hpp}     /opt/caffe/intel/1.1.1a/include && \
sudo cp -fP ../external/mlsl/l_mlsl_2018.0.003/intel64/lib/libmlsl.so*         /opt/caffe/intel/1.1.1a/lib && \
sudo cp -fP ../external/mlsl/l_mlsl_2018.0.003/intel64/lib/libmpi.so*          /opt/caffe/intel/1.1.1a/lib \