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文件名称:cuSVMVCcode

  • 所属分类：
    AI-NN-PR
  • 标签属性：
    [C/C++] [Windows] [Visual.Net] [源码]
  • 上传时间：
    2012-11-16
  • 文件大小：
    859.16kb
  • 已下载：
    2次
  • 提 供 者：
    Sh***
  • 相关连接：
    无
  • 下载说明：
    别用迅雷下载，失败请重下，重下不扣分！
修正介绍说明

介绍说明－－下载内容来自于网络，使用问题请自行百度

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/cuSVM.ncb
cuSVM/cuSVM.sln
cuSVM/cuSVM.suo
cuSVM/cuSVMPredict/cuSVMPredict.cpp
cuSVM/cuSVMPredict/cuSVMPredict.ncb
cuSVM/cuSVMPredict/cuSVMPredict.vcproj
cuSVM/cuSVMPredict/cuSVMPredict.vcproj.LEVON.austin.user
cuSVM/cuSVMPredict/cuSVMPredictKernel.cu
cuSVM/cuSVMPredict/cuSVMPredictKernel.linkinfo
cuSVM/cuSVMPredict/Debug/BuildLog.htm
cuSVM/cuSVMPredict/Debug/cuSVMPredict.obj
cuSVM/cuSVMPredict/Debug/cuSVMPredictDebug.exp
cuSVM/cuSVMPredict/Debug/cuSVMPredictDebug.lib
cuSVM/cuSVMPredict/Debug/cuSVMPredictDebug.mexw32
cuSVM/cuSVMPredict/Debug/cuSVMPredictDebug.mexw32.intermediate.manifest
cuSVM/cuSVMPredict/Debug/cuSVMPredictDebug.pdb
cuSVM/cuSVMPredict/Debug/cuSVMPredictKernel.obj
cuSVM/cuSVMPredict/Debug/mt.dep
cuSVM/cuSVMPredict/Debug/vc80.idb
cuSVM/cuSVMPredict/Debug/vc80.pdb
cuSVM/cuSVMPredict/PredictModule.def
cuSVM/cuSVMPredict/Release/BuildLog.htm
cuSVM/cuSVMPredict/Release/cuSVMPredict.exp
cuSVM/cuSVMPredict/Release/cuSVMPredict.lib
cuSVM/cuSVMPredict/Release/cuSVMPredict.mexw32
cuSVM/cuSVMPredict/Release/cuSVMPredict.mexw32.intermediate.manifest
cuSVM/cuSVMPredict/Release/cuSVMPredict.obj
cuSVM/cuSVMPredict/Release/cuSVMPredict.pdb
cuSVM/cuSVMPredict/Release/cuSVMPredictKernel.obj
cuSVM/cuSVMPredict/Release/mt.dep
cuSVM/cuSVMPredict/Release/vc80.idb
cuSVM/cuSVMPredict/Release/vc80.pdb
cuSVM/cuSVMPredict/vc80.pdb
cuSVM/cuSVMTrain/cuSVMSolver.cu
cuSVM/cuSVMTrain/cuSVMTrain.cpp
cuSVM/cuSVMTrain/cuSVMTrain.vcproj
cuSVM/cuSVMTrain/cuSVMTrain.vcproj.LEVON.austin.user
cuSVM/cuSVMTrain/Debug/BuildLog.htm
cuSVM/cuSVMTrain/Debug/cuSVMSolver.obj
cuSVM/cuSVMTrain/Debug/cuSVMTrain.obj
cuSVM/cuSVMTrain/Debug/cuSVMTrainDebug.exp
cuSVM/cuSVMTrain/Debug/cuSVMTrainDebug.lib
cuSVM/cuSVMTrain/Debug/cuSVMTrainDebug.mexw32
cuSVM/cuSVMTrain/Debug/cuSVMTrainDebug.mexw32.intermediate.manifest
cuSVM/cuSVMTrain/Debug/cuSVMTrainDebug.pdb
cuSVM/cuSVMTrain/Debug/mt.dep
cuSVM/cuSVMTrain/Debug/vc80.idb
cuSVM/cuSVMTrain/Debug/vc80.pdb
cuSVM/cuSVMTrain/Release/BuildLog.htm
cuSVM/cuSVMTrain/Release/cuSVMSolver.obj
cuSVM/cuSVMTrain/Release/cuSVMTrain.exp
cuSVM/cuSVMTrain/Release/cuSVMTrain.lib
cuSVM/cuSVMTrain/Release/cuSVMTrain.mexw32
cuSVM/cuSVMTrain/Release/cuSVMTrain.mexw32.intermediate.manifest
cuSVM/cuSVMTrain/Release/cuSVMTrain.obj
cuSVM/cuSVMTrain/Release/cuSVMTrain.pdb
cuSVM/cuSVMTrain/Release/mt.dep
cuSVM/cuSVMTrain/Release/vc80.idb
cuSVM/cuSVMTrain/Release/vc80.pdb
cuSVM/cuSVMTrain/TrainModule.def
cuSVM/cuSVMTrain/vc80.pdb
cuSVM/inc/cuSVMutil.h
cuSVM/cuSVMPredict/Debug
cuSVM/cuSVMPredict/Release
cuSVM/cuSVMTrain/Debug
cuSVM/cuSVMTrain/Release
cuSVM/cuSVMPredict
cuSVM/cuSVMTrain
cuSVM/inc
cuSVM
15622223-CUSVM-A-CUDA-IMPLEMENTATION-OF-SUPPORT-VECTOR-CLASSIFICATION-AND-REGRESSION.pdf

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