文件名称:CUDA-CNN-master
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CNN cuda的加速。
start-of-art结果的流行的数据集
1。测试mnist并获得99.76 ,投票后(99.82 )(最好的99.79 )
2。测试cifar-10并获得81.42 最好(90 )
3。测试cifar - 100和51.13 (最好的65 )-CNN accelerated by cuda.
The start-of-art result s of popular datasets
1. Test on mnist and get 99.76 , after voting(99.82 ) (best 99.79 )
2. Test on cifar-10 and get 81.42 (best 90 )
3. Test on cifar-100 and get 51.13 (best 65 )
start-of-art结果的流行的数据集
1。测试mnist并获得99.76 ,投票后(99.82 )(最好的99.79 )
2。测试cifar-10并获得81.42 最好(90 )
3。测试cifar - 100和51.13 (最好的65 )-CNN accelerated by cuda.
The start-of-art result s of popular datasets
1. Test on mnist and get 99.76 , after voting(99.82 ) (best 99.79 )
2. Test on cifar-10 and get 81.42 (best 90 )
3. Test on cifar-100 and get 51.13 (best 65 )
(系统自动生成,下载前可以参看下载内容)
下载文件列表
CUDA-CNN-master
...............\.cproject
...............\.project
...............\Config
...............\......\ChineseConfig.txt
...............\......\Cifar100Config.txt
...............\......\Cifar10Config.txt
...............\......\Cifar10Config1.txt
...............\......\Cifar10Config2.txt
...............\......\Cifar10Config80.39.txt
...............\......\Cifar10Config81.42.txt
...............\......\MnistConfig.txt
...............\......\whiteNoise_80
...............\......\.............\Cifar10Config80.39.txt
...............\......\.............\log.txt
...............\Debug
...............\.....\common
...............\.....\......\subdir.mk
...............\.....\dataAugmentation
...............\.....\................\subdir.mk
...............\.....\layers
...............\.....\......\subdir.mk
...............\.....\makefile
...............\.....\nsightbuilddata
...............\.....\objects.mk
...............\.....\readData
...............\.....\........\subdir.mk
...............\.....\sources.mk
...............\.....\subdir.mk
...............\README.md
...............\Release
...............\.......\.gitignore
...............\.......\DataAugmentation
...............\.......\................\subdir.mk
...............\.......\common
...............\.......\......\subdir.mk
...............\.......\dataAugmentation
...............\.......\................\subdir.mk
...............\.......\layers
...............\.......\......\subdir.mk
...............\.......\makefile
...............\.......\nsightbuilddata
...............\.......\objects.mk
...............\.......\readData
...............\.......\........\subdir.mk
...............\.......\sources.mk
...............\.......\subdir.mk
...............\Result
...............\......\checkPoint.txt
...............\......\checkpoint.txt
...............\......\log.txt
...............\common
...............\......\Config.cpp
...............\......\Config.h
...............\......\MemoryMonitor.cpp
...............\......\MemoryMonitor.h
...............\......\cuBase.cu
...............\......\cuBase.h
...............\......\cuMatrix.cpp
...............\......\cuMatrix.h
...............\......\cuMatrixVector.cpp
...............\......\cuMatrixVector.h
...............\......\util.cpp
...............\......\util.h
...............\dataAugmentation
...............\................\cuTrasformation.cu
...............\................\cuTrasformation.cuh
...............\................\dataPretreatment.cu
...............\................\dataPretreatment.cuh
...............\layers
...............\......\ConvCFM.cu
...............\......\ConvCFM.h
...............\......\ConvNCFM.cu
...............\......\ConvNCFM.h
...............\......\FullConnect.h
...............\......\FullConnnect.cu
...............\......\LRN.cu
...............\......\LRN.h
...............\......\LayerBase.cpp
...............\......\LayerBase.h
...............\......\LocalConnect.cu
...............\......\LocalConnect.h
...............\......\Pooling.cu
...............\......\Pooling.h
...............\......\SoftMax.cu
...............\......\SoftMax.h
...............\......\layers.rar
...............\main.cpp
...............\net.cu
...............\net.cuh
...............\readData
...............\........\readCIFAR100Data.cpp
...............\........\readCIFAR100Data.h
...............\........\readCIFAR10Data.cpp
...............\........\readCIFAR10Data.h
...............\........\readChineseData.cpp
...............\........\readChineseData.h
...............\........\readMnistData.cpp
...............\........\readMnistData.h
...............\total_code.sh