卷积神经网络的GPU实现

卷积神经网络的GPU实现。该GPU计算可加速神经网络训练。

learnLoc = which（‘startLearning.m‘）;
parentDir = fileparts（learnLoc）;
% ADD PATHS
addpath（genpath（parentDir））;

% SAVE CONSTANTS （SEE medalConstants.m）
root = parentDir;
data = fullfile（parentDir‘data‘）;
modules = fullfile（parentDir‘modules‘）;
save（fullfile（parentDir‘.config.mat‘））;

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     文件         111  2014-01-06 23:11  convlutional_network_GPU\readme.txt
     文件         289  2013-08-08 14:23  convlutional_network_GPU\startLearning.m
     文件     1144586  2013-12-30 13:56  convlutional_network_GPU\testData2.mat
     文件       18342  2013-12-30 13:57  convlutional_network_GPU\testLabels2.mat
     文件     1146600  2013-12-30 13:55  convlutional_network_GPU\trainData2.mat
     文件       18122  2013-12-30 13:56  convlutional_network_GPU\trainLabels2.mat
     文件        1171  2014-01-06 22:58  convlutional_network_GPU\demo\demoMLCNN.m
     文件       11090  2011-06-24 21:11  convlutional_network_GPU\MaxPooling\.cproject
     文件        2573  2011-07-11 18:04  convlutional_network_GPU\MaxPooling\.project
     文件        8899  2011-07-18 19:49  convlutional_network_GPU\MaxPooling\MaxPooling.cpp
     文件         404  2011-07-18 19:39  convlutional_network_GPU\MaxPooling\MaxPooling.m
     文件       29888  2011-07-12 04:37  convlutional_network_GPU\MaxPooling\MaxPooling.mexmaci64
     文件       13312  2013-08-21 10:23  convlutional_network_GPU\MaxPooling\MaxPooling.mexw64
     文件           1  2011-07-11 21:59  convlutional_network_GPU\MaxPooling\MaxPooling.m~
     文件         960  2011-07-12 04:05  convlutional_network_GPU\MaxPooling\README
     文件        1179  2011-06-24 21:11  convlutional_network_GPU\MaxPooling\.settings\org.eclipse.cdt.managedbuilder.core.prefs
     文件          91  2011-07-11 18:16  convlutional_network_GPU\MaxPooling\.settings\org.eclipse.core.resources.prefs
     文件       41288  2014-01-06 22:58  convlutional_network_GPU\models\mlcnn.m
     文件        1202  2013-06-17 18:32  convlutional_network_GPU\utils\checkMLNNGradients.m
     文件        6559  2013-06-17 18:32  convlutional_network_GPU\utils\checkNNGradients.m
     文件        4447  2013-11-19 10:29  convlutional_network_GPU\utils\dataProcessing.m
     文件        4356  2013-11-19 10:29  convlutional_network_GPU\utils\dataProcessing2.m
     文件         262  2013-06-17 18:32  convlutional_network_GPU\utils\gpuDistribute.m
     文件         403  2013-06-17 18:32  convlutional_network_GPU\utils\gpuGather.m
     文件         793  2013-08-09 11:29  convlutional_network_GPU\utils\loadData.m
     文件         889  2014-01-06 22:13  convlutional_network_GPU\utils\maxPooling.m
     文件         430  2013-06-17 18:32  convlutional_network_GPU\utils\medalConstants.m
     文件         920  2013-06-17 18:32  convlutional_network_GPU\utils\myScatter.m
     文件        1116  2013-06-17 18:32  convlutional_network_GPU\utils\notDefined.m
     文件         255  2013-11-08 10:17  convlutional_network_GPU\utils\preProcessData.m
     文件         146  2012-06-15 03:33  convlutional_network_GPU\utils\sc.m
............此处省略6个文件信息