收藏

文件名称:cuSVMVCcode

修正介绍说明

介绍说明－－下载内容均来自于网络，请自行研究使用

基于GPU计算的SVM，VC++源码，包括详细文档说明文件。借用了GPU编程的优势，该代码据作者说比常规的libsvm等算法包的训练速度快13-73倍，预测速度快22-172倍。希望对大家有用-cuSVM is a software package for high-speed (Gaussian-kernelized) Support Vector Machine training and prediction that exploits the massively parallel processing power of Graphics Processors (GPUs).　cuSVM is written in NVIDIA s CUDA C-language GPU programming environment, includes implementations of both classification and regression, and performs SVM training (prediction) at 13-73 (22-172) times the rate of state of the art CPU software.　Moreover, cuSVM features a Matlab MEX wrapper so that users can access the GPU s power without having to do any "real" programming.



相关搜索： svm
gpu
cuSVMVCcode
Cuda

(系统自动生成,下载前可以参看下载内容)

下载文件列表

cuSVM\cuSVM Documentation.pdf

.....\cuSVM.ncb

.....\cuSVM.sln

.....\cuSVM.suo

.....\.....Predict\cuSVMPredict.cpp

.....\............\cuSVMPredict.ncb

.....\............\cuSVMPredict.vcproj

.....\............\cuSVMPredict.vcproj.LEVON.austin.user

.....\............\cuSVMPredictKernel.cu

.....\............\cuSVMPredictKernel.linkinfo

.....\............\Debug\BuildLog.htm

.....\............\.....\cuSVMPredict.obj

.....\............\.....\cuSVMPredictDebug.exp

.....\............\.....\cuSVMPredictDebug.lib

.....\............\.....\cuSVMPredictDebug.mexw32

.....\............\.....\cuSVMPredictDebug.mexw32.intermediate.manifest

.....\............\.....\cuSVMPredictDebug.pdb

.....\............\.....\cuSVMPredictKernel.obj

.....\............\.....\mt.dep

.....\............\.....\vc80.idb

.....\............\.....\vc80.pdb

.....\............\PredictModule.def

.....\............\Release\BuildLog.htm

.....\............\.......\cuSVMPredict.exp

.....\............\.......\cuSVMPredict.lib

.....\............\.......\cuSVMPredict.mexw32

.....\............\.......\cuSVMPredict.mexw32.intermediate.manifest

.....\............\.......\cuSVMPredict.obj

.....\............\.......\cuSVMPredict.pdb

.....\............\.......\cuSVMPredictKernel.obj

.....\............\.......\mt.dep

.....\............\.......\vc80.idb

.....\............\.......\vc80.pdb

.....\............\vc80.pdb

.....\.....Train\cuSVMSolver.cu

.....\..........\cuSVMTrain.cpp

.....\..........\cuSVMTrain.vcproj

.....\..........\cuSVMTrain.vcproj.LEVON.austin.user

.....\..........\Debug\BuildLog.htm

.....\..........\.....\cuSVMSolver.obj

.....\..........\.....\cuSVMTrain.obj

.....\..........\.....\cuSVMTrainDebug.exp

.....\..........\.....\cuSVMTrainDebug.lib

.....\..........\.....\cuSVMTrainDebug.mexw32

.....\..........\.....\cuSVMTrainDebug.mexw32.intermediate.manifest

.....\..........\.....\cuSVMTrainDebug.pdb

.....\..........\.....\mt.dep

.....\..........\.....\vc80.idb

.....\..........\.....\vc80.pdb

.....\..........\Release\BuildLog.htm

.....\..........\.......\cuSVMSolver.obj

.....\..........\.......\cuSVMTrain.exp

.....\..........\.......\cuSVMTrain.lib

.....\..........\.......\cuSVMTrain.mexw32

.....\..........\.......\cuSVMTrain.mexw32.intermediate.manifest

.....\..........\.......\cuSVMTrain.obj

.....\..........\.......\cuSVMTrain.pdb

.....\..........\.......\mt.dep

.....\..........\.......\vc80.idb

.....\..........\.......\vc80.pdb

.....\..........\TrainModule.def

.....\..........\vc80.pdb

.....\inc\cuSVMutil.h

.....\cuSVMPredict\Debug

.....\............\Release

.....\.....Train\Debug

.....\..........\Release

.....\cuSVMPredict

.....\cuSVMTrain

.....\inc

cuSVM

15622223-CUSVM-A-CUDA-IMPLEMENTATION-OF-SUPPORT-VECTOR-CLASSIFICATION-AND-REGRESSION.pdf

相关说明

  • 本站资源为会员上传分享交流与学习,如有侵犯您的权益,请联系我们删除.
  • 本站是交换下载平台，提供交流渠道，下载内容来自于网络，除下载问题外，其它问题请自行百度。更多...
  • 请直接用浏览器下载本站内容，不要使用迅雷之类的下载软件，用WinRAR最新版进行解压.
  • 如果您发现内容无法下载，请稍后再次尝试；或者到消费记录里找到下载记录反馈给我们.
  • 下载后发现下载的内容跟说明不相乎，请到消费记录里找到下载记录反馈给我们，经确认后退回积分.
  • 如下载前有疑问，可以通过点击"提供者"的名字，查看对方的联系方式，联系对方咨询.
查看所有评论

相关评论

暂无评论内容．

发表评论

*主　　题：
*内　　容：
*验 证 码：

源码中国 www.ymcn.org