Hi Lenin,

it has to be generated somewhere while building the package.
I made it work by removing "/usr/lib/x86_64-linux-gnu/libcublas_device.a;" from 
the IMPORTED_LINK_INTERFACE_LIBRARIES_RELEASE properties of caffe in line 11.

Or alternatively the following fix in CMakeLists.txt:
find_package(Caffe)
if(Caffe_FOUND)
    find_package(CUDA)
    if(CUDA_FOUND)
        if((CUDA_VERSION VERSION_GREATER "10.0") OR (CUDA_VERSION VERSION_EQUAL 
"10.0"))
            get_target_property(${PROJECT_NAME}_libraries caffe 
IMPORTED_LINK_INTERFACE_LIBRARIES_RELEASE)
            list(REMOVE_ITEM ${PROJECT_NAME}_libraries 
"/usr/lib/x86_64-linux-gnu/libcublas_device.a")
            set_target_properties(caffe PROPERTIES
                    IMPORTED_LINK_INTERFACE_LIBRARIES_RELEASE 
"${${PROJECT_NAME}_libraries}"
                    )
        endif()
    endif()
endif()

Many greetings,

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

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

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