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Caffe使用說明
2017-02-28

Caffe是一個清晰而高效的深度學習框架。目前已經安裝到ChinaGrid上面。用戶可以直接使用預安裝好的Caffe,也可以在自己的目錄里面自行編譯使用。

  • 預安裝的Caffe位于/opt/caffe,使用前需要設置的相關環境變量如下:
    #CUDA 8.0
    export PATH=/opt/cuda-8.0/bin:$PATH
    export LD_LIBRARY_PATH=/opt/cuda-8.0/lib64:$LD_LIBRARY_PATH
    export INCLUDE=/opt/cuda-8.0/include:$INCLUDE
    export MANPATH=/opt/cuda-8.0/doc/man:$MANPATH
    #boost 1.63.0
    export LD_LIBRARY_PATH=/opt/boost/1.63.0/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/boost/1.63.0/include:$INCLUDE
    #glog for caffe
    export LD_LIBRARY_PATH=/opt/glog/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/glog/include:$INCLUDE
    #gflags for caffe
    export LD_LIBRARY_PATH=/opt/gflags/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/gflags/include:$INCLUDE
    #lmdb for caffe
    export PATH=/opt/lmdb/bin:$PATH
    export LD_LIBRARY_PATH=/opt/lmdb/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/lmdb/include:$INCLUDE
    export MANPATH=/opt/lmdb/share/man:$MANPATH #caffe
    export LD_LIBRARY_PATH=/opt/caffe/lib:$LD_LIBRARY_PATH
    export PATH=/opt/caffe/tools:$PATH

  • Caffe源代碼位于/opt/src/caffe/caffe.chinagrid.tgz,編譯前請根據需要修改Makefile.config等相關文件,并參考以下環境變量設置:
    #CUDA 8.0
    export PATH=/opt/cuda-8.0/bin:$PATH
    export LD_LIBRARY_PATH=/opt/cuda-8.0/lib64:$LD_LIBRARY_PATH
    export INCLUDE=/opt/cuda-8.0/include:$INCLUDE
    export MANPATH=/opt/cuda-8.0/doc/man:$MANPATH
    #boost 1.63.0
    export LD_LIBRARY_PATH=/opt/boost/1.63.0/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/boost/1.63.0/include:$INCLUDE
    #glog for caffe
    export LD_LIBRARY_PATH=/opt/glog/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/glog/include:$INCLUDE
    #gflags for caffe
    export LD_LIBRARY_PATH=/opt/gflags/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/gflags/include:$INCLUDE
    #lmdb for caffe
    export PATH=/opt/lmdb/bin:$PATH
    export LD_LIBRARY_PATH=/opt/lmdb/lib:$LD_LIBRARY_PATH
    export INCLUDE=/opt/lmdb/include:$INCLUDE
    export MANPATH=/opt/lmdb/share/man:$MANPATH

    如果使用過程中出現問題,請和超算中心聯系。Email: sccadmin@ustc.edu.cn ,QQ群:8355136,電話:63602248。

    參考資料
    1. Caffe主頁: http://caffe.berkeleyvision.org

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