Python2
Download and install Python 2.7.11 64bit from Python‘s official site (https://www.python.org/ftp/python/2.7.11/python-2.7.11.amd64.msi). Please select Add Python Path during installation.
Download numpy, scipy, matplotlib, scikit-image, h5py from Unofficial Windows Binaries for Python Extension Packages webpage at (http://www.lfd.uci.edu/~gohlke/pythonlibs/). Remember to download correct version (2.7) and architecture (64-bit).
Additionally, download gevent v1.0.2 at the same site. Run command prompt (cmd.exe) as administrator, and issue the following commands.
python -m pip install cython
python -m pip install numpy-1.11.0+mkl-cp27-cp27m-win_amd64.whl
python -m pip install scipy-0.17.0-cp27-none-win_amd64.whl
python -m pip install matplotlib-1.5.1-cp27-none-win_amd64.whl
python -m pip install scikit_image-0.12.3-cp27-cp27m-win_amd64.whl
python -m pip install h5py-2.6.0-cp27-cp27m-win_amd64.whl
If the installation process complains compiler not found, you need to install Microsoft Visual C++ Compiler for Python 2.7, downloaded at (https://www.microsoft.com/en-us/download/details.aspx?id=44266). We recommend installing it by
msiexec /i VCForPython27.msi ALLUSERS=1
After that compiler is installed, finish the above python -m pip install commands.
At this moment, do not install gevent yet. We need to install it after installing DIGITS.
CUDA 7.5
CUDA 7.5 can be obtained at NVIDIA CUDA (https://developer.nvidia.com/cuda-downloads). Please select Windows 7 to download.
CuDNN 5.1
Download CuDNN 5.1 at NVIDIA website (https://developer.nvidia.com/cudnn). Please select CuDNN 5.1 for CUDA 7.5.
Caffe
Caffe can be obtained at (https://github.com/bvlc/caffe/tree/windows). Note you need to install Visual Studio 2013 to build Caffe. Before building it, enable Python support, CUDA and CuDNN by following instructions on the same page. Because we are using Official CPython, please change the value of PythonDir tag from C:\Miniconda2\ to C:\PYTHON27\ (assume your CPython installation is the default C:\PYTHON27). After building it, configure your Python environment to include pycaffe, which is described at (https://github.com/bvlc/caffe/tree/windows#remark). Your caffe.exe will be inside Build\x64\Release directory (if you made release build).
Graphviz
Graphviz is available at (www.graphviz.org/Download.php). Please note this site is not always available online. The installation directory can not contain space, so don‘t install it under the regular ‘c:\Program Files (x86)‘ directory. Try something like ‘c:\graphviz‘ instead. When the installation directory contains space, pydot could not launch the dot.exe file, even it has no problem finding it. Add the c:\graphviz\bin directory to your PATH.
Installing DIGITS
Clone DIGITS from github.com (https://github.com/nvidia/digits). From the command prompt (run as administrator) and cd to DIGITS directory. Then type
python -m pip install -r requirements.txt
You may see error about Pillow, like ValueError: jpeg is required unless explicitly disabled using --disable-jpeg, aborting If this happens, download Pillow Windows Installer (Pillow-3.1.1.win-amd64-py2.7.exe) at https://pypi.python.org/pypi/Pillow/3.1.1 and run the exectuables. After installing Pillow in the above way, run
python -m pip install -r requirements.txt
again.
After the above command, check if all required Python dependencies are met by comparing requirements.txt and output of the following command.
python -m pip list
If gevent is not v1.0.2, install it from the whl file, downloaded previously from (http://www.lfd.uci.edu/~gohlke/pythonlibs/).
python -m pip install gevent-1.0.2-cp27-none-win_amd64.whl
It should uninstall the gevent you had, and install gevent 1.0.2.
Because readline is not available in Windows, you need to install one additional Python package.
python -m pip install pyreadline
Running DIGITS
First, check if caffe executable is included in your PATH environment variable. If not, add it.
set PATH=%PATH%;MY_CAFFE_ROOT\Build\x64\Release
Replace MY_CAFFE_ROOT with your local caffe directory.
Launch DIGITS devserver with the following command:
python -m digitsPoint your browser to localhost:5000. You should be able to see DIGITS.
Troubleshooting
No module named wtforms
pip install wtforms
Invalid version: ‘CAFFE_VERSION‘
windows/caffe/caffe.vcxproj
<PostBuildEvent>
<Command>"$(ScriptsDir)\FixGFlagsNaming.cmd" "$(OutDir)" $(Configuration)</Command>
</PostBuildEvent>
+ <ClCompile>
+ <PreprocessorDefinitions>NDEBUG;%(PreprocessorDefinitions);CAFFE_VERSION=1.0.0-rc3</PreprocessorDefinitions>
+ </ClCompile>
</ItemDefinitionGroup>
<ItemGroup>
<ClCompile Include="..\..\tools\caffe.cpp" />
windows/pycaffe/pycaffe.vcxproj
<ItemDefinitionGroup>
<ClCompile>
<DisableSpecificWarnings>4003</DisableSpecificWarnings>
+ <PreprocessorDefinitions Condition="‘$(Configuration)|$(Platform)‘==‘Release|x64‘">NDEBUG;%(PreprocessorDefinitions);CAFFE_VERSION=1.0.0-rc3</PreprocessorDefinitions>
</ClCompile>
<PreBuildEvent>
<Command>"$(ScriptsDir)\PythonPreBuild.cmd" "$(SolutionDir)" "$(ProtocDir)" "$(OutDir)"</Command>
No module named flask.ext.socketio
pip install flask-socketiopip install -I Flask==0.10.1
No module named lmdb
pip install lmdb
最后 python -m digits 启动
打开浏览器输入： localhost:5000就可以看到
