windows - 在 windows 上安装 caffe

Question

我正在尝试使用 GTX1070、CUDA10.0、cudnn7.3.1 和 VS2017 在 Windows 10 上安装 caffe

按照本指南 https://binvec.me/archives/build_caffe_with_vs2017_in_windows

我已经修改了所有配置

但是当我尝试运行时build_win.cmd，我得到了一个 CMAKE ERROR

[vcvarsall.bat] Environment initialized for: 'x64'
-- The C compiler identification is MSVC 19.15.26730.0
-- The CXX compiler identification is MSVC 19.15.26730.0
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.15.26726/bin/Hostx86/x64/cl.exe
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.15.26726/bin/Hostx86/x64/cl.exe -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.15.26726/bin/Hostx86/x64/cl.exe
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.15.26726/bin/Hostx86/x64/cl.exe -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Found PythonInterp: D:/Users/Ezio/Anaconda2/python.exe (found suitable version "2.7.15", minimum required is "2.7")
-- Looking for pthread.h
-- Looking for pthread.h - not found
-- Found Threads: TRUE
-- Boost version: 1.61.0
-- Found the following Boost libraries:
--   system
--   thread
--   filesystem
--   chrono
--   date_time
--   atomic
-- Found GFlags: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found gflags  (include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include, library: gflags_shared)
-- Found Glog: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found glog    (include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include, library: glog)
-- Found Protobuf: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/bin/protoc.exe (found version "3.1.0")
-- Found PROTOBUF Compiler: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/bin/protoc.exe
-- Found LMDB: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found lmdb    (include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include, library: lmdb)
-- Found LevelDB: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found LevelDB (include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include, library: leveldb)
-- Found ZLIB: optimized;C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/lib/caffezlib.lib;debug;C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/lib/caffezlibd.lib (found version "1.2.8")
-- Found Snappy: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found Snappy  (include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include, library: snappy_static;optimized;C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/lib/caffezlib.lib;debug;C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/lib/caffezlibd.lib)
-- CUDA detected: 10.0
-- Found cuDNN: ver. 7.3.1 found (include: C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.0/include, library: C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.0/lib/x64/cudnn.lib)
-- Added CUDA NVCC flags for: sm_61
-- OpenCV found (C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries)
-- Found OpenBLAS libraries: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/lib/libopenblas.dll.a
-- Found OpenBLAS include: C:/Users/Ezio/.caffe/dependencies/libraries_v140_x64_py27_1.1.0/libraries/include
-- Found PythonLibs: D:/Users/Ezio/Anaconda2/libs/python27.lib (found suitable version "2.7.15", minimum required is "2.7")
-- Found NumPy: D:/Users/Ezio/Anaconda2/lib/site-packages/numpy/core/include (found suitable version "1.15.1", minimum required is "1.7.1")
-- NumPy ver. 1.15.1 found (include: D:/Users/Ezio/Anaconda2/lib/site-packages/numpy/core/include)
-- Boost version: 1.61.0
-- Found the following Boost libraries:
--   python
-- Found Git: D:/Program Files/Git/cmd/git.exe (found version "2.19.0.windows.1")
--
-- ******************* Caffe Configuration Summary *******************
-- General:
--   Version           :   1.0.0
--   Git               :   1.0-111-g509dae05-dirty
--   System            :   Windows
--   C++ compiler      :   C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.15.26726/bin/Hostx86/x64/cl.exe
--   Release CXX flags :   /MD /O2 /Ob2 /DNDEBUG /DWIN32 /D_WINDOWS /W3 /GR /EHsc
--   Debug CXX flags   :   /MDd /Zi /Ob0 /Od /RTC1 /DWIN32 /D_WINDOWS /W3 /GR /EHsc
--   Build type        :   Release
--
--   BUILD_SHARED_LIBS :   0
--   BUILD_python      :   1
--   BUILD_matlab      :   0
--   BUILD_docs        :
--   CPU_ONLY          :   0
--   USE_OPENCV        :   ON
--   USE_LEVELDB       :   ON
--   USE_LMDB          :   ON
--   USE_NCCL          :   0
--   ALLOW_LMDB_NOLOCK :   OFF
--
-- Dependencies:
--   BLAS              :   Yes (Open)
--   Boost             :   Yes (ver. 1.61)
--   glog              :   Yes
--   gflags            :   Yes
--   protobuf          :   Yes (ver. 3.1.0)
--   lmdb              :   Yes (ver. 0.9.70)
--   LevelDB           :   Yes (ver. 1.18)
--   Snappy            :   Yes (ver. 1.1.1)
--   OpenCV            :   Yes (ver. 3.1.0)
--   CUDA              :   Yes (ver. 10.0)
--
-- NVIDIA CUDA:
--   Target GPU(s)     :   Auto
--   GPU arch(s)       :   sm_61
--   cuDNN             :   Yes (ver. 7.3.1)
--
-- Python:
--   Interpreter       :   D:/Users/Ezio/Anaconda2/python.exe (ver. 2.7.15)
--   Libraries         :   D:/Users/Ezio/Anaconda2/libs/python27.lib (ver 2.7.15)
--   NumPy             :   D:/Users/Ezio/Anaconda2/lib/site-packages/numpy/core/include (ver 1.15.1)
--
-- Install:
--   Install path      :   E:/caffe/scripts/build/install
--
CMake Error: The following variables are used in this project, but they are set to NOTFOUND.
Please set them or make sure they are set and tested correctly in the CMake files:
CUDA_cublas_device_LIBRARY (ADVANCED)
    linked by target "caffe" in directory E:/caffe/src/caffe

-- Configuring incomplete, errors occurred!
See also "E:/caffe/scripts/build/CMakeFiles/CMakeOutput.log".
See also "E:/caffe/scripts/build/CMakeFiles/CMakeError.log".
ERROR: Configure failed

虽然错误日志只告诉我“缺失pthread.h”

我确定所有依赖项都已下载并且可以通过脚本找到

你能帮帮我吗？</p>

标签： windowscaffe