解决办法是依据出现错误的顺序而给出的，为了方便，可以直接先执行所有解决办法后再安装caffe。

1. ./include/caffe/common.hpp:5:27: fatal error: gflags/gflags.h: No such file or directory

解决办法：sudo apt-get install libgflags-dev

2../include/caffe/util/mkl_alternate.hpp:14:19: fatal error: cblas.h: No such file or directory

解决办法：sudo apt-get install libblas-dev

3. ./include/caffe/util/hdf5.hpp:6:18: fatal error: hdf5.h: No such file or directory

解决办法：在Makefile.config找到以下行并添加蓝色部分

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

4../include/caffe/util/db_lmdb.hpp:8:18: fatal error: lmdb.h: No such file or directory

解决办法：sudo apt install liblmdb-dev

5./usr/bin/ld: cannot find -lcblas
/usr/bin/ld: cannot find -latlas

解决办法：sudo apt install libatlas-base-dev