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Backport #17031, #16980 to 1.6 branch #17213

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Jan 5, 2020
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  1. Backport apache#16980 apache#17031 apache#17018 apache#17019 to 1.6 b…

    …ranch
    
    Fix CUDNN detection for CMake build (apache#17019)
    
    Replace mxnet_option macro with standard CMAKE_DEPENDENT_OPTION (apache#17018)
    
    Switch to modern CMake CUDA handling (apache#17031)
    
    Introduce unified MXNET_CUDA_ARCH option to specify cuda architectures.
    Previously cuda architecture setting was partially broken and different options
    were applied to different parts of the build (CUDA_ARCH_NAME CUDA_ARCH_BIN
    CUDA_ARCH_PTX and CUDA_ARCH_LIST).
    
    Include FindCUDAToolkit from CMake 3.17, which replaces the deprecated FindCUDA
    functionality for finding the cuda toolkit include directories and libraries.
    
    Workaround for DLL size limitation on Windows (apache#16980)
    
    * change windows build system.
    add gen_warp cpp version
    add add_custom_command to run warp_gen
    add download cmake
    add option
    change option
    add dynamic read mxnet dll
    leezu authored and yajiedesign committed Jan 5, 2020
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