How to get card specs programmatically in CUDA

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轮回少年
轮回少年 2021-02-02 17:55

I\'m just starting out with CUDA. Is there a way of getting the card specs programmatically?

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  • 2021-02-02 18:29

    You can use the cudaGetDeviceCount and cudaGetDeviceProperties APIs.

    void DisplayHeader()
    {
        const int kb = 1024;
        const int mb = kb * kb;
        wcout << "NBody.GPU" << endl << "=========" << endl << endl;
    
        wcout << "CUDA version:   v" << CUDART_VERSION << endl;    
        wcout << "Thrust version: v" << THRUST_MAJOR_VERSION << "." << THRUST_MINOR_VERSION << endl << endl; 
    
        int devCount;
        cudaGetDeviceCount(&devCount);
        wcout << "CUDA Devices: " << endl << endl;
    
        for(int i = 0; i < devCount; ++i)
        {
            cudaDeviceProp props;
            cudaGetDeviceProperties(&props, i);
            wcout << i << ": " << props.name << ": " << props.major << "." << props.minor << endl;
            wcout << "  Global memory:   " << props.totalGlobalMem / mb << "mb" << endl;
            wcout << "  Shared memory:   " << props.sharedMemPerBlock / kb << "kb" << endl;
            wcout << "  Constant memory: " << props.totalConstMem / kb << "kb" << endl;
            wcout << "  Block registers: " << props.regsPerBlock << endl << endl;
    
            wcout << "  Warp size:         " << props.warpSize << endl;
            wcout << "  Threads per block: " << props.maxThreadsPerBlock << endl;
            wcout << "  Max block dimensions: [ " << props.maxThreadsDim[0] << ", " << props.maxThreadsDim[1]  << ", " << props.maxThreadsDim[2] << " ]" << endl;
            wcout << "  Max grid dimensions:  [ " << props.maxGridSize[0] << ", " << props.maxGridSize[1]  << ", " << props.maxGridSize[2] << " ]" << endl;
            wcout << endl;
        }
    }
    

    If you have installed the GPU Computing SDK, have a look at the deviceQuery project which can be found in the %NVSDKCOMPUTE_ROOT%\C\src directory. It shows how to query for all the device properties using CUDA Runtime API calls.

    The CUDA Programming guide has more detail in section 3.2.3.

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  • 2021-02-02 18:51

    This PDF describes how to do it: http://developer.download.nvidia.com/compute/cuda/3_2/toolkit/docs/CUDA_Developer_Guide_for_Optimus_Platforms.pdf

    (I Googled for [cuda get gpu capabilities].)

    In particular, cudaGetDeviceProperties looks interesting.

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