ah you only need the header files! so you don't need any other packages but 
libcaffe-cuda-dev?
we got ubuntu 18.04, and coda 10, so we need to get this built from source...

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https://bugs.launchpad.net/bugs/1812522

Title:
  libcaffe-cuda-dev does not work with CUDA 10

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