Description: 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 )
To Search:
File list (Check if you may need any files):
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
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