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Downloads SourceCode Mathimatics-Numerical algorithms AI-NN-PR
Title: CNTK Download
 Description: Deeper neural networks are more difficult to train. We present a residual learning framework to ease the training of networks that are substantially deeper than those used previously. We explicitly reformulate the layers as learning residual functions with reference to the layer inputs, instead of learning unreferenced functions. We provide comprehensive empirical evidence showing that these residual networks are easier to optimize, and can gain accuracy from considerably increased depth. On the ImageNet dataset we evaluate residual nets with a depth of up to 152 layers---8x deeper than VGG nets but still having lower complexity. An ensemble of these residual nets achieves 3.57% error on the ImageNet test set. This result won the 1st place on the ILSVRC 2015 classification task. We also present analysis on CIFAR-10 with 100 and 1000 layers
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File list (Check if you may need any files): 
App.config
CntkBitmapExtensions.cs
CNTKLibraryCSEvalCPUOnlyExamples.csproj
CNTKLibraryCSEvalCPUOnlyExamples.csproj.user
CNTKLibraryCSEvalExamples.cs
CNTKLibraryEval.csproj
CNTKLibraryEval.sln
CNTKLibraryEval.user
packages
packages.config
packages\CNTK.CPUOnly.2.0.0
packages\CNTK.CPUOnly.2.0.0\build
packages\CNTK.CPUOnly.2.0.0\build\native
packages\CNTK.CPUOnly.2.0.0\build\native\CNTK.CPUOnly.targets
packages\CNTK.CPUOnly.2.0.0\build\native\include
packages\CNTK.CPUOnly.2.0.0\build\native\include\CNTKLibrary.h
packages\CNTK.CPUOnly.2.0.0\build\native\include\CNTKLibraryInternals.h
packages\CNTK.CPUOnly.2.0.0\build\native\lib
packages\CNTK.CPUOnly.2.0.0\build\native\lib\x64
packages\CNTK.CPUOnly.2.0.0\build\native\lib\x64\Debug
packages\CNTK.CPUOnly.2.0.0\build\native\lib\x64\Debug\Cntk.Core-2.0d.lib
packages\CNTK.CPUOnly.2.0.0\build\native\lib\x64\Release
packages\CNTK.CPUOnly.2.0.0\build\native\lib\x64\Release\Cntk.Core-2.0.lib
packages\CNTK.CPUOnly.2.0.0\build\net45
packages\CNTK.CPUOnly.2.0.0\build\net45\CNTK.CPUOnly.targets
packages\CNTK.CPUOnly.2.0.0\CNTK.CPUOnly.2.0.0.nupkg
packages\CNTK.CPUOnly.2.0.0\lib
packages\CNTK.CPUOnly.2.0.0\lib\net45
packages\CNTK.CPUOnly.2.0.0\lib\net45\x64
packages\CNTK.CPUOnly.2.0.0\lib\net45\x64\Cntk.Core.Managed-2.0.dll
packages\CNTK.CPUOnly.2.0.0\support
packages\CNTK.CPUOnly.2.0.0\support\x64
packages\CNTK.CPUOnly.2.0.0\support\x64\Debug
packages\CNTK.CPUOnly.2.0.0\support\x64\Debug\Cntk.Core-2.0d.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Debug\Cntk.Core.CSBinding-2.0d.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Debug\Cntk.Math-2.0d.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Debug\Cntk.PerformanceProfiler-2.0d.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Dependency
packages\CNTK.CPUOnly.2.0.0\support\x64\Dependency\libiomp5md.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Dependency\mkl_cntk_p.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Release
packages\CNTK.CPUOnly.2.0.0\support\x64\Release\Cntk.Core-2.0.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Release\Cntk.Core.CSBinding-2.0.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Release\Cntk.Math-2.0.dll
packages\CNTK.CPUOnly.2.0.0\support\x64\Release\Cntk.PerformanceProfiler-2.0.dll
packages\Newtonsoft.Json.10.0.3
packages\NLog.4.4.11
packages\NLog.4.4.11\lib
packages\NLog.4.4.11\lib\MonoAndroid10
packages\NLog.4.4.11\lib\MonoAndroid10\NLog.dll
packages\NLog.4.4.11\lib\MonoAndroid10\NLog.xml
packages\NLog.4.4.11\lib\net35
packages\NLog.4.4.11\lib\net35\NLog.dll
packages\NLog.4.4.11\lib\net35\NLog.xml
packages\NLog.4.4.11\lib\net40
packages\NLog.4.4.11\lib\net40\NLog.dll
packages\NLog.4.4.11\lib\net40\NLog.xml
packages\NLog.4.4.11\lib\net45
packages\NLog.4.4.11\lib\net45\NLog.dll
packages\NLog.4.4.11\lib\net45\NLog.xml
packages\NLog.4.4.11\lib\sl4
packages\NLog.4.4.11\lib\sl4\NLog.dll
packages\NLog.4.4.11\lib\sl4\NLog.xml
packages\NLog.4.4.11\lib\sl5
packages\NLog.4.4.11\lib\sl5\NLog.dll
packages\NLog.4.4.11\lib\sl5\NLog.xml
packages\NLog.4.4.11\lib\wp8
packages\NLog.4.4.11\lib\wp8\NLog.dll
packages\NLog.4.4.11\lib\wp8\NLog.xml
packages\NLog.4.4.11\lib\Xamarin.iOS10
packages\NLog.4.4.11\lib\Xamarin.iOS10\NLog.dll
packages\NLog.4.4.11\lib\Xamarin.iOS10\NLog.xml
packages\NLog.4.4.11\NLog.4.4.11.nupkg
packages\NLog.4.4.6
packages\NLog.4.4.6\lib
packages\NLog.4.4.6\lib\MonoAndroid10
packages\NLog.4.4.6\lib\MonoAndroid10\NLog.dll
packages\NLog.4.4.6\lib\MonoAndroid10\NLog.xml
packages\NLog.4.4.6\lib\net35
packages\NLog.4.4.6\lib\net35\NLog.dll
packages\NLog.4.4.6\lib\net35\NLog.xml
packages\NLog.4.4.6\lib\net40
packages\NLog.4.4.6\lib\net40\NLog.dll
packages\NLog.4.4.6\lib\net40\NLog.xml
packages\NLog.4.4.6\lib\net45
packages\NLog.4.4.6\lib\net45\NLog.dll
packages\NLog.4.4.6\lib\net45\NLog.xml
packages\NLog.4.4.6\lib\sl4
packages\NLog.4.4.6\lib\sl4\NLog.dll
packages\NLog.4.4.6\lib\sl4\NLog.xml
packages\NLog.4.4.6\lib\sl5
packages\NLog.4.4.6\lib\sl5\NLog.dll
packages\NLog.4.4.6\lib\sl5\NLog.xml
packages\NLog.4.4.6\lib\wp8
packages\NLog.4.4.6\lib\wp8\NLog.dll
packages\NLog.4.4.6\lib\wp8\NLog.xml
packages\NLog.4.4.6\lib\Xamarin.iOS10
packages\NLog.4.4.6\lib\Xamarin.iOS10\NLog.dll
packages\NLog.4.4.6\lib\Xamarin.iOS10\NLog.xml
packages\NLog.4.4.6\NLog.4.4.6.nupkg

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