编译和运行示例程序
NVIDIA 安装指南以运行示例程序结束,以验证 CUDA Toolkit 的安装,但没有明确说明如何安装。首先检查所有先决条件。检查示例程序的默认 CUDA 目录。如果不存在,可以从官方 CUDA 网站下载。导航到示例所在的目录。
$ cd /path/to/samples/
$ ls
你应该看到类似于的输出:
0_Simple 2_Graphics 4_Finance 6_Advanced bin EULA.txt
1_Utilities 3_Imaging 5_Simulations 7_CUDALibraries common Makefile
确保 Makefile
存在于此目录中。基于 UNIX 的系统中的 make
命令将构建所有示例程序。或者,导航到存在另一个 Makefile
的子目录,并从那里运行 make
命令以仅构建该样本。
运行两个建议的示例程序 - deviceQuery
和 bandwidthTest
:
$ cd 1_Utilities/deviceQuery/
$ ./deviceQuery
输出类似于下面显示的输出:
./deviceQuery Starting...
CUDA Device Query (Runtime API) version (CUDART static linking)
Detected 1 CUDA Capable device(s)
Device 0: "GeForce GTX 950M"
CUDA Driver Version / Runtime Version 7.5 / 7.5
CUDA Capability Major/Minor version number: 5.0
Total amount of global memory: 4096 MBytes (4294836224 bytes)
( 5) Multiprocessors, (128) CUDA Cores/MP: 640 CUDA Cores
GPU Max Clock rate: 1124 MHz (1.12 GHz)
Memory Clock rate: 900 Mhz
Memory Bus Width: 128-bit
L2 Cache Size: 2097152 bytes
Maximum Texture Dimension Size (x,y,z) 1D=(65536), 2D=(65536, 65536), 3D=(4096, 4096, 4096)
Maximum Layered 1D Texture Size, (num) layers 1D=(16384), 2048 layers
Maximum Layered 2D Texture Size, (num) layers 2D=(16384, 16384), 2048 layers
Total amount of constant memory: 65536 bytes
Total amount of shared memory per block: 49152 bytes
Total number of registers available per block: 65536
Warp size: 32
Maximum number of threads per multiprocessor: 2048
Maximum number of threads per block: 1024
Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
Max dimension size of a grid size (x,y,z): (2147483647, 65535, 65535)
Maximum memory pitch: 2147483647 bytes
Texture alignment: 512 bytes
Concurrent copy and kernel execution: Yes with 1 copy engine(s)
Run time limit on kernels: Yes
Integrated GPU sharing Host Memory: No
Support host page-locked memory mapping: Yes
Alignment requirement for Surfaces: Yes
Device has ECC support: Disabled
Device supports Unified Addressing (UVA): Yes
Device PCI Domain ID / Bus ID / location ID: 0 / 1 / 0
Compute Mode:
< Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 7.5, CUDA Runtime Version = 7.5, NumDevs = 1, Device0 = GeForce GTX 950M
Result = PASS
最后的声明 Result = PASS
表明一切正常。现在,以类似的方式运行其他建议的示例程序 bandwidthTest
。输出类似于:
[CUDA Bandwidth Test] - Starting...
Running on...
Device 0: GeForce GTX 950M
Quick Mode
Host to Device Bandwidth, 1 Device(s)
PINNED Memory Transfers
Transfer Size (Bytes) Bandwidth(MB/s)
33554432 10604.5
Device to Host Bandwidth, 1 Device(s)
PINNED Memory Transfers
Transfer Size (Bytes) Bandwidth(MB/s)
33554432 10202.0
Device to Device Bandwidth, 1 Device(s)
PINNED Memory Transfers
Transfer Size (Bytes) Bandwidth(MB/s)
33554432 23389.7
Result = PASS
NOTE: The CUDA Samples are not meant for performance measurements. Results may vary when GPU Boost is enabled.
同样,Result = PASS
语句表明一切都已正确执行。所有其他示例程序都可以以类似的方式运行。