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https://github.com/tomtolleson/cuda-kernel-benchmarking-tool

A benchmarking tool in C++ that creates Cuda kernels and tests the overall system performance between CPU and GPU
https://github.com/tomtolleson/cuda-kernel-benchmarking-tool

cuda cuda-kernels cuda-support cuda-toolkit nvidia nvidia-cuda nvidia-gpu

Last synced: about 2 months ago
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A benchmarking tool in C++ that creates Cuda kernels and tests the overall system performance between CPU and GPU

Host: GitHub
URL: https://github.com/tomtolleson/cuda-kernel-benchmarking-tool
Owner: TomTolleson
License: mit
Created: 2024-12-10T15:26:29.000Z (about 2 months ago)
Default Branch: main
Last Pushed: 2024-12-10T16:14:06.000Z (about 2 months ago)
Last Synced: 2024-12-10T17:24:49.607Z (about 2 months ago)
Topics: cuda, cuda-kernels, cuda-support, cuda-toolkit, nvidia, nvidia-cuda, nvidia-gpu
Language: Cuda
Homepage: https://github.com/TomTolleson/CUDA-Kernel-Benchmarking-Tool
Size: 10.7 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # CUDA Kernel Benchmarking Tool

[![CUDA](https://img.shields.io/badge/CUDA-12.0-76B900?style=flat&logo=nvidia)](https://developer.nvidia.com/cuda-toolkit)

[![C++](https://img.shields.io/badge/C++-17-00599C?style=flat&logo=cplusplus)](https://isocpp.org/)

[![CMake](https://img.shields.io/badge/CMake-3.8+-064F8C?style=flat&logo=cmake)](https://cmake.org/)

[![VS Code](https://img.shields.io/badge/VS_Code-1.8+-007ACC?style=flat&logo=visualstudiocode)](https://code.visualstudio.com/)

A professional CUDA benchmarking tool for testing and measuring GPU kernel performance.

## Features

- Vector addition kernel benchmarking

- Compute performance testing

- Memory bandwidth testing

- High-precision timing measurements

- Configurable test sizes

## Requirements

- NVIDIA CUDA Toolkit

- C++17 compatible compiler

- CMake 3.8 or higher

## Building

```bash

mkdir build

cd build

cmake ..

make

```

## Usage

```bash

./benchmark

```

## Project Structure

- `src/` - Source files

- `include/` - Header files

- `build/` - Build directory