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Implementation for our paper DeepCache: Principled Cache for Mobile Deep Vision.


This implementation is based on Tencent ncnn.

The folder CNNCache is an Android demo of DeepCache, including the image matching algorithm in RenderScript, a real-time app, and the benchmark. Some configuration in CMake file needs to be updated according to your enviornment.

Other notes

  • The version of ncnn used currently is rather old. We plan to update it to newer one.
  • Current implemention doesn't support neon in ncnn. Let's make it later.

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Cache design for CNN on mobile

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  • C++ 45.5%
  • C 27.5%
  • Java 17.4%
  • CMake 7.6%
  • RenderScript 1.9%
  • Shell 0.1%