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Introduction

Caffe is a deep learning framework made with expression, speed, and modularity in mind.

Ref: http://caffe.berkeleyvision.org/

Usage

module load caffe/caffe

 

Installation

Installation errors out...Not complete

module         load cmake/3.5.0
module         load octave/3.8.0
module         load boost/1.60.0
module         load opencv/3.1.0
module         load library/hdf5/1.8.7
#module         load cuda/7.5.18
module         load caffe/gflags/gflags
module         load caffe/glog/0.3.3
module         load caffe/leveldb/leveldb
module         load caffe/lmdb/lmdb
module         load caffe/protobuf/protobuf
module         load caffe/snappy/snappy
module         load python/2.7.1-shared
module         load library/atlas/3.10.2
module         load matlab/2015b

cd /sw/caffe
unzip caffe-master.zip
cd /sw/caffe/caffe-master
mkdir build
cd /sw/caffe/caffe-master/build
cmake -D CMAKE_INSTALL_PREFIX=/sw/caffe/caffe-master -DBUILD_SHARED_LIBS=ON -DAtlas_LAPACK_LIBRARY=/sw/library/atlas/3.10.2/lib/liblapack.so -DBUILD_matlab=ON -DMATLAB_DIR=/sw/Matlab/R2015b -DMatlab_mexext=/sw/Matlab/R2015b/toolbox/matlab/general -DMatlab_mex=/sw/Matlab/R2015b/toolbox/matlab/general -DOpenCV_DIR=/sw/opencv/opencv-3.1.0 -DOctave_DIR=/sw/octave/3.8.0  -DCUDNN_INCLUDE="/sw/cuda/cuda_7.5.18/include" -DCUDNN_LIBRARY="/sw/cuda/cuda_7.5.18/lib64/libcudnn.so" -DPROTOBUF_LIBRARY=/sw/caffe/protobuf/lib/libprotobuf.so  .. 2>&1 | tee cmakelog.txt

make
make install


>>>>>>>>>
cmake -D CMAKE_INSTALL_PREFIX=/sw/caffe/caffe-master -DBUILD_SHARED_LIBS=ON -DAtlas_LAPACK_LIBRARY=/sw/library/atlas/3.10.2/lib/liblapack.so -DBUILD_matlab=ON -DMATLAB_DIR=/sw/Matlab/R2015b -DMatlab_mexext=/sw/Matlab/R2015b/toolbox/matlab/general -DMatlab_mex=/sw/Matlab/R2015b/toolbox/matlab/general -DOpenCV_DIR=/sw/opencv/opencv-3.1.0 -DOctave_DIR=/sw/octave/3.8.0  -DCUDNN_INCLUDE="/sw/cuda/cuda_7.5.18/include" -DCUDNN_LIBRARY="/sw/cuda/cuda_7.5.18/lib64/libcudnn.so" -DPROTOBUF_LIBRARY=/sw/caffe/protobuf/lib/libprotobuf.so  .. 2>&1 | tee cmakelog.txt
-- Boost version: 1.60.0
-- Found the following Boost libraries:
--   system
--   thread
--   filesystem
--   chrono
--   date_time
--   atomic
-- Found gflags  (include: /sw/caffe/gflags/usr/local/include, library: /sw/caffe/gflags/usr/local/lib/libgflags.a)
-- Found glog    (include: /sw/caffe/glog/0.3.3/include, library: /sw/caffe/glog/0.3.3/lib/libglog.so)
-- Found PROTOBUF Compiler: /sw/caffe/protobuf/bin/protoc
-- Found lmdb    (include: /sw/caffe/lmdb/usr/local/include, library: /sw/caffe/lmdb/usr/local/lib/liblmdb.so)
-- Found LevelDB (include: /sw/caffe/leveldb/include, library: /sw/caffe/leveldb/lib/libleveldb.so)
-- Found Snappy  (include: /sw/caffe/snappy/include, library: /sw/caffe/snappy/lib/libsnappy.so)
-- CUDA detected: 7.5
-- Found cuDNN: ver. 4.0.7 found (include: /sw/cuda/cuda_7.5.18/include, library: /sw/cuda/cuda_7.5.18/lib64/libcudnn.so)
-- Added CUDA NVCC flags for: sm_20
-- OpenCV found (/sw/opencv/opencv-3.1.0/cmake)
-- Found Atlas: /sw/library/atlas/3.10.2/include
-- Found Atlas (include: /sw/library/atlas/3.10.2/include, library: /sw/library/atlas/3.10.2/lib/libatlas.so)
-- NumPy ver. 1.12.0.dev0+1380fdd found (include: /sw/python/2.7.1-shared/lib/python2.7/site-packages/numpy-1.12.0.dev0+1380fdd-py2.7-linux-x86_64.egg/numpy/core/include)
-- Boost version: 1.60.0
-- Found the following Boost libraries:
--   python
dirname: missing operand
Try `dirname --help' for more information.
dirname: missing operand
Try `dirname --help' for more information.
-- Detected Doxygen OUTPUT_DIRECTORY: ./doxygen/
--
-- ******************* Caffe Configuration Summary *******************
-- General:
--   Version           :   1.0.0-rc3
--   Git               :   unknown
--   System            :   Linux
--   C++ compiler      :   /usr/bin/c++
--   Release CXX flags :   -O3 -DNDEBUG -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
--   Debug CXX flags   :   -g -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
--   Build type        :   Release
--
--   BUILD_SHARED_LIBS :   ON
--   BUILD_python      :   ON
--   BUILD_matlab      :   ON
--   BUILD_docs        :   ON
--   CPU_ONLY          :   OFF
--   USE_OPENCV        :   ON
--   USE_LEVELDB       :   ON
--   USE_LMDB          :   ON
--   ALLOW_LMDB_NOLOCK :   OFF
--
-- Dependencies:
--   BLAS              :   Yes (Atlas)
--   Boost             :   Yes (ver. 1.60)
--   glog              :   Yes
--   gflags            :   Yes
--   protobuf          :   Yes (ver. 3.0.0)
--   lmdb              :   Yes (ver. 0.9.70)
--   LevelDB           :   Yes (ver. 1.18)
--   Snappy            :   Yes (ver. 1.1.3)
--   OpenCV            :   Yes (ver. 3.1.0)
--   CUDA              :   Yes (ver. 7.5)
--
-- NVIDIA CUDA:
--   Target GPU(s)     :   Auto
--   GPU arch(s)       :   sm_20
--   cuDNN             :   Yes (ver. 4.0.7)
--
-- Python:
--   Interpreter       :   /sw/python/2.7.1-shared/bin/python2.7 (ver. 2.7.1)
--   Libraries         :   /sw/python/2.7.1-shared/lib/libpython2.7.so (ver 2.7.1)
--   NumPy             :   /sw/python/2.7.1-shared/lib/python2.7/site-packages/numpy-1.12.0.dev0+1380fdd-py2.7-linux-x86_64.egg/numpy/core/include (ver 1.12.0.dev0+1380fdd)
--
-- Matlab:
--   Matlab            :   Yes (/sw/Matlab/R2015b/toolbox/matlab/general, /sw/Matlab/R2015b/toolbox/matlab/general
--   Octave            :   Yes (/sw/octave/3.8.0/bin/mkoctfile)
--   Build mex using   :   Matlab
--
-- Documentaion:
--   Doxygen           :   /usr/bin/doxygen (1.6.1)
--   config_file       :   /sw/caffe/caffe-master/.Doxyfile
--
-- Install:
--   Install path      :   /sw/caffe/caffe-master
--
-- Configuring done
-- Generating done
-- Build files have been written to: /sw/caffe/caffe-master/build

>>>>>>>>> 
make
[  0%] Running C++/Python protocol buffer compiler on /sw/caffe/caffe-master/src/caffe/proto/caffe.proto
Scanning dependencies of target proto
[  1%] Building CXX object src/caffe/CMakeFiles/proto.dir/__/__/include/caffe/proto/caffe.pb.cc.o
[  1%] Linking CXX static library ../../lib/libproto.a
[  1%] Built target proto
[  1%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_math_functions.cu.o
[  1%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_absval_layer.cu.o
[  1%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_base_data_layer.cu.o
[  2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_batch_norm_layer.cu.o
[  2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_batch_reindex_layer.cu.o
[  2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_bias_layer.cu.o
[  4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_bnll_layer.cu.o
[  4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_concat_layer.cu.o
[  5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_contrastive_loss_layer.cu.o
[  5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_conv_layer.cu.o
[  5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_crop_layer.cu.o
[  6%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_conv_layer.cu.o
[  6%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_lcn_layer.cu.o
[  6%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_lrn_layer.cu.o
[  8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_pooling_layer.cu.o
[  8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_relu_layer.cu.o

snip <<< CLIP

[ 79%] Building CXX object src/caffe/CMakeFiles/caffe.dir/util/upgrade_proto.cpp.o
[ 80%] Linking CXX shared library ../../lib/libcaffe.so
[ 80%] Built target caffe
Scanning dependencies of target convert_imageset
[ 80%] Building CXX object tools/CMakeFiles/convert_imageset.dir/convert_imageset.cpp.o
[ 80%] Linking CXX executable convert_imageset
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::Mat::Mat(cv::Mat const&, cv::Rect_<int> const&)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::Mat::copySize(cv::Mat const&)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::imread(cv::String const&, int)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::String::allocate(unsigned long)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::String::deallocate()'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::imencode(cv::String const&, cv::_InputArray const&, std::vector<unsigned char, std::allocator<unsigned char> >&, std::vector<int, std::allocator<int> > const&)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::Mat::deallocate()'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::imdecode(cv::_InputArray const&, int)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::fastFree(void*)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::resize(cv::_InputArray const&, cv::_OutputArray const&, cv::Size_<int>, double, double, int)'
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::flip(cv::_InputArray const&, cv::_OutputArray const&, int)'
collect2: ld returned 1 exit status
make[2]: *** [tools/convert_imageset] Error 1
make[1]: *** [tools/CMakeFiles/convert_imageset.dir/all] Error 2
make: *** [all] Error 2

 

 

Reference

  1. https://github.com/BVLC/caffe
  2. http://caffe.berkeleyvision.org/

 

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