Install Caffe

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Caffe Install for Debian/Ubuntu

1. System Install(amd64)

2. Install Dependences

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apt install gcc g++ make cmake cmake-curses-gui
apt install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler libgflags-dev libgoogle-glog-dev liblmdb-dev
apt install --no-install-recommends libboost-all-dev
apt install libatlas-base-dev
apt install python-dev python-skimage python-protobuf python-opencv

3. Install nvidia driver

4. Install cuda/cudnn

5. Compile Caffe

Issues

  • compile caffe

  1. Can't find hdf5
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add path "/usr/include/hdf5/serial/","/usr/lib/x86_64-linux-gnu/hdf5/serial/" in Makefile.config
  1. undefined reference to ‘H5LTget_dataset_ndims’xx
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vim cmake/Dependencies.cmake to append ${HDF5_HL_LIBRARIES}
  1. gcc/g++ version conflict
  • such as undefined reference to `google::base::CheckOpMessageBuilder::NewStringabi:cxx11'
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## compile glog manually
apt purge libgoogle-glog-dev libgoogle-glog0v5
apt source libgoogle-glog-dev
cd google-glog-0.3.4
./configure

vim Makefile
#change line 613 to ACLOCAL=aclocal-1.15
#change line 619 to AUTOMAKE=automake-1.15
make
automake --add-missing
make -j 16
make install