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CUDA:设备信息查询

CUDA:设备信息查询

作者: Wonshington | 来源:发表于2018-12-29 16:42 被阅读21次

    CUDA查询设备信息:

    CUDA C中的cudaGetDeviceProperties函数可以很方便的获取到设备的信息,函数原型是:

    cudaError_t CUDARTAPI cudaGetDeviceProperties(struct cudaDeviceProp *prop, int device);

    第一个参数prop指向的是一个cudaDeviceProp类型的结构cudaDeviceProp结构中包含了设备的相关属性,下图是 其中的几个属性信息:

    图1  cudaDeviceProp  部分属性

    部分属性信息的相关说明如下:

    图2 属性说明

    获取设备信息实现代码:

    #include<cuda_runtime.h>

    #include<stdio.h>

    #include<iostream>

    int main(int argc, char **argv)

    {

    printf("%s Starting...\n", argv[0]);

    int deviceCount = 0;

    cudaError_t error_id = cudaGetDeviceCount(&deviceCount);

    if (error_id != cudaSuccess)

    {

    printf("cudaGetDeviceCount returned %d\n->%s\n", (int)error_id,

    cudaGetErrorString(error_id));

    printf("Result=FALL\n");

    exit (EXIT_FAILURE);

    }

    if (deviceCount == 0)

    {

    printf("There are no available device(s) that support CUDA\n");

    }

    else

    {

    printf("Detectd %d CUDA Capable device(s)\n", deviceCount);

    }

    int dev, driverVersion = 0, runtimeVersion = 0;

    dev = 0;

    cudaSetDevice(dev);

    cudaDeviceProp deviceProp;

    cudaGetDeviceProperties(&deviceProp, dev);

    printf("Device %d: \"%s\"\n", dev, deviceProp.name);

    cudaDriverGetVersion(&driverVersion);

    cudaRuntimeGetVersion(&runtimeVersion);

    printf("CUDA Driver Version /Runtime Version %d.%d  /%d.%d\n",

    driverVersion / 1000, (runtimeVersion % 100) / 10,

    runtimeVersion / 1000, (runtimeVersion % 100) / 10);

    printf("CUDA Capability Major/Minor version number:  %d.%d\n", deviceProp.major, deviceProp.minor);

    printf("Total amount of global memory: %.2f GBytes (%llu bytes)\n",

    (float)deviceProp.totalGlobalMem / (pow(1024.0, 3)), (unsigned long long)deviceProp.totalGlobalMem);

    printf("GPU Clock rate: %.0f MHz (%0.2f GHz)\n", deviceProp.clockRate*1e-3f, deviceProp.clockRate*1e-6f);

    printf("Memory Clock rate:  %.0f Mhz\n", deviceProp.memoryClockRate*1e-3f);

    printf("Memory Bus Width:  %d-bit\n", deviceProp.memoryBusWidth);

    if (deviceProp.l2CacheSize)

    {

    printf("L2 Cache Size: %d bytes\n", deviceProp.l2CacheSize);

    }

    printf("Max Texture Dimension Size (x,y,z) 1D=(%d),2D=(%d,%d),3D=(%d,%d,%d)\n",

    deviceProp.maxTexture1D, deviceProp.maxTexture2D[0], deviceProp.maxSurface2D[1], deviceProp.maxTexture3D[0],

    deviceProp.maxTexture3D[1], deviceProp.maxTexture3D[2]);

    printf("Max Layered Texture Size (dim) x layers 1D=(%d) x%d,2D=(%d,%d)x %d\n", deviceProp.maxTexture1DLayered[0], deviceProp.maxSurface1DLayered[1],

    deviceProp.maxTexture2DLayered[0], deviceProp.maxTexture2DLayered[1], deviceProp.maxTexture2DLayered[2]);

    printf("Total amount of constant memory: %lu bytes\n", deviceProp.totalConstMem);

    printf("Total amount of shared memory per block: %lu bytes\n", deviceProp.sharedMemPerBlock);

    printf("Total number of registers available per block: %d\n", deviceProp.regsPerBlock);

    printf("Warp size: %d\n", deviceProp.warpSize);

    printf("Maximum number of threads per multiprocessor: %d\n", deviceProp.maxThreadsPerMultiProcessor);

    printf("Maximum number of threads per block: %d\n", deviceProp.maxThreadsPerBlock);

    printf("Maximum sizes of each dimension of a block: %d x %d x%d\n", deviceProp.maxThreadsDim[0], deviceProp.maxThreadsDim[1], deviceProp.maxThreadsDim[2]);

    printf("Maximum sizes of each dimension of a block: %d x %d x%d\n", deviceProp.maxGridSize[0], deviceProp.maxGridSize[1], deviceProp.maxGridSize[2]);

    printf("Maximum memory pitch: %lu bytes\n", deviceProp.memPitch);

    getchar();

    exit(EXIT_FAILURE);

    }

    查询设备信息结果如下图:

    图3 设备信息

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