How to compile caffe on Windows 10

最新推荐文章于 2021-08-28 22:23:36 发布

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最新推荐文章于 2021-08-28 22:23:36 发布

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本文提供了一套详细的指南，介绍如何在Windows 10环境下安装配置并编译Caffe深度学习框架。内容包括所需软件的下载安装步骤、Caffe源码的获取与编译流程、以及PyCaffe和MatCaffe的构建方法。

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http://www.shaneahmed.com/2017/07/how-to-compile-caffe-on-windows-10.html

December 21, 2016

*UPDATE*: Updated instructions at this link < http://www.shaneahmed.com/2017/07/build-caffe-pycaffe-and-matcaffe-on.html >

Requirements:

Download and install the following software's:

Visual Studio 2015 https://www.visualstudio.com/downloads/
Make 3.4 or higher https://cmake.org/download/
Python 3.5 Anaconda x64 (Required to build pycaffe). https://repo.continuum.io/archive/Anaconda3-4.2.0-Windows-x86_64.exe
CUDA 8.0 https://developer.nvidia.com/accelerated-computing-toolkit
cuDNN v5.1 (optional) https://developer.nvidia.com/cudnn
Matlab (Required to build matcaffe) http://mathworks.com

Instructions:

Install CUDA v8.0Extract cuDNN folder

copy all files from bin folder to 'C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\bin'
similarly from include to 'C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\include'
and 'lib/x64' to ''C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\lib/x64'.

Install Anaconda, make sure you select Register Anaconda as system path for Python 3.5Install and activate Matlab using your Matlab licence (only if you need to build matcaffe).Open command window in the desired folder "C:\Projects" (Shift+RightClick and Open Command Window here).Enter the following commands

C:\Projects> git clone https://github.com/BVLC/caffe.git
C:\Projects> cd caffe
C:\Projects\caffe> git checkout windows

Open scripts folder and edit build_win.cmd

set path for python and add path to Anaconda folder.

set BUILD_MATLAB=1set -CUDNN_ROOT path to "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0" in cmake configuration in line 146.Edit CMakeLists.txt and make changes according to instructions in https://github.com/BVLC/caffe/pull /4928/filesEnter following command

C:\Projects\caffe> scripts\build_win.cmd

You can find caffe.exe in C:\Projects\caffe\build\tools\release\caffe.exeEnter

C:\Projects\caffe> call build\libraries\prependpath.bat

Now you should be able to run

C:\Projects\caffe> build\tools\release\caffe.exe -help

Pycaffe instructions:

Enter the following commands

conda config --add channels conda-forge
conda install ninja --yes

Copy the contents of C:\Projects\caffe\python to [C:\Program Files\Anaconda3\]Lib\site-packages.Now run the following commands:

C:\Projects\caffe> python
>>> import caffe

You should be able to successfully import and run pycaffe.

Matcaffe instructions:

Copy caffe_.mexw64 from C:\Projects\caffe\matlab\+caffe\private\Release\ to C:\Projects\caffe\matlab\+caffe\privateAdd C:\Projects\caffe\build\libraries to Matlab Path using setenv() command.Now you should be able to run demo.m in C:\Projects\caffe\matlab\demo folder.