caffe安装

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安装caffe

前提：安装好cuda8, cudnn, opencv3

参考：

http://caffe.berkeleyvision.org/install_apt.html

https://blog.csdn.net/yhaolpz/article/details/71375762

http://3ms.huawei.com/km/blogs/details/5425467

http://3ms.huawei.com/km/blogs/details/5577119

#USE_CUDNN := 1

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修改成：

USE_CUDNN := 1

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将

#OPENCV_VERSION := 3

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修改为：

OPENCV_VERSION := 3

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将

#WITH_PYTHON_LAYER := 1

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修改为

WITH_PYTHON_LAYER := 1

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打开anaconda3下的python并使用boost python

ANACONDA_HOME := /data/softinstall/anaconda3
PYTHON_INCLUDE := $(ANACONDA_HOME)/include \
$(ANACONDA_HOME)/include/python3.6m \
$(ANACONDA_HOME)/lib/python3.6/site-packages/numpy/core/include

Uncomment to use Python 3 (default is Python 2)

PYTHON_LIBRARIES := boost_python3 python3.5m

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添加include lib

USE_PKG_CONFIG := 1
INCLUDE_DIRS += /usr/include/hdf5/serial /data/soft/opencv-3.4.0/include/
LIBRARY_DIRS += /usr/lib/x86_64-linux-gnu/hdf5/serial/

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在文件末尾添加上,添加最后一行是因为编译的时候去conda/lib下去找zlib.so这个包

LINKFLAGS := -Wl,-rpath,/data/softinstall/anaconda3/lib

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- make -j24
- ```cd caffe-master, make pycaffe -j8

  • 测试， import caffe
  • 使用的时候,先添加bashrc
PYTHONPATH
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或者在代码中

caffe_root=’/data/project/caffe/python’
import sys
sys.path.insert(0, caffe_root+’python’)

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### 报错

- ```/data/softinstall/anaconda3/lib/libpng16.so.16：对‘inflateValidate@ZLIB_1.2.9’未定义的引用```,添加```LINKFLAGS := -Wl,-rpath,/data/softinstall/anaconda3/lib

  • 找不到库

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    /usr/bin/ld: 找不到 -lboost_python3
    /usr/bin/ld: 找不到 -lpython3.5m
    /usr/bin/ld: 找不到 -lcblas
    /usr/bin/ld: 找不到 -latlas
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    先查找，再安装
    apt-cache search atlas
    sudo apt-get install libatlas-base-dev
    /usr/lib/x86_64-linux-gnu/```
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    ```sudo ln -s libpython3.5m.so.1 libpython3.5m.so

    sudo ln -s libboost_python-py35.so libboost_python3.so