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gpu-burn

Multi-GPU CUDA stress test http://wili.cc/blog/gpu-burn.html

Easy docker build and run

git clone https://github.com/wilicc/gpu-burn
cd gpu-burn
docker build -t gpu_burn .
docker run --rm --gpus all gpu_burn

Building

To build GPU Burn:

make

To remove artifacts built by GPU Burn:

make clean

GPU Burn builds with a default Compute Capability of 5.0. To override this with a different value:

make COMPUTE=<compute capability value>

CFLAGS can be added when invoking make to add to the default list of compiler flags:

make CFLAGS=-Wall

LDFLAGS can be added when invoking make to add to the default list of linker flags:

make LDFLAGS=-lmylib

NVCCFLAGS can be added when invoking make to add to the default list of nvcc flags:

make NVCCFLAGS=-ccbin <path to host compiler>

CUDAPATH can be added to point to a non standard install or specific version of the cuda toolkit (default is /usr/local/cuda):

make CUDAPATH=/usr/local/cuda-<version>

CCPATH can be specified to point to a specific gcc (default is /usr/bin):

make CCPATH=/usr/local/bin

CUDA_VERSION and IMAGE_DISTRO can be used to override the base images used when building the Docker image target, while IMAGE_NAME can be set to change the resulting image tag:

make IMAGE_NAME=myregistry.private.com/gpu-burn CUDA_VERSION=12.0.1 IMAGE_DISTRO=ubuntu22.04 image

Usage

GPU Burn
Usage: gpu_burn [OPTIONS] [TIME]

-m X   Use X MB of memory
-m N%  Use N% of the available GPU memory
-d     Use doubles
-tc    Try to use Tensor cores (if available)
-l     List all GPUs in the system
-i N   Execute only on GPU N
-h     Show this help message

Example:
gpu_burn -d 3600

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Multi-GPU CUDA stress test

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  • C++ 88.7%
  • Cuda 7.7%
  • Makefile 2.6%
  • Dockerfile 1.0%