aarid / cuda_operations Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

This project compares performance between CPU and GPU with CUDA operations. Two simples cases are used: matrix multiplication and 2d convolution.

0 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
CMakeLists.txt		CMakeLists.txt
README.md		README.md
main.cu		main.cu
plot.py		plot.py

Repository files navigation

CUDA Operations

This project compares performance between CPU and GPU with CUDA operations. Two simples cases are used: matrix multiplication and 2d convolution.

Features

Matrix multiplication (CPU & GPU implementations)
2D Convolution (CPU & GPU implementations)
Performance and error analysis

Requirements

NVIDIA CUDA should be installed

Building the Project

mkdir build
cd build
cmake ..
cmake --build .

About

This project compares performance between CPU and GPU with CUDA operations. Two simples cases are used: matrix multiplication and 2d convolution.

gpu cuda matrix-multiplication gpu-computing conv2d cuda-programming

Report repository

Languages