https://github.com/piyush26c/cuda-programming

https://github.com/piyush26c/cuda-programming

c cuda ipynb-jupyter-notebook mathematics sppu-computer-engineering

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/piyush26c/cuda-programming
• Owner: piyush26c
• Created: 2020-11-27T14:04:12.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-06-19T15:15:36.000Z (6 months ago)
• Last Synced: 2024-11-13T08:42:00.034Z (about 1 month ago)
• Topics: c, cuda, ipynb-jupyter-notebook, mathematics, sppu-computer-engineering
• Language: Jupyter Notebook
• Homepage:
• Size: 88.9 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# High-Performance Computing with CUDA

Welcome to the repository of my CUDA projects developed during my Bachelor's course in 410241: High-Performance Computing (HPC). This repository contains a collection of CUDA code implementations focusing on parallel computing techniques and algorithms. Through these projects, I learned and applied various concepts of parallel computing to solve complex computational problems efficiently.

## Overview

This repository includes CUDA code for the following tasks:

1. **Computing Statistical Measures**:

   - Minimum

   - Maximum

   - Standard Deviation

   - Mean

   - Mode

   - Median

2. **Vector Operations**:

   - Vector Addition

3. **Matrix Operations**:

   - Matrix Multiplication

## Features

- **Parallel Computing**: Utilize the power of CUDA to execute operations in parallel, significantly reducing computation time for large datasets.

- **Optimization**: Implement optimized algorithms to achieve high performance and efficient memory usage.

- **Scalability**: Designed to handle large-scale data with improved computational efficiency.

## Prerequisites

- NVIDIA GPU with CUDA support

- CUDA Toolkit installed

- Basic understanding of C/C++ programming

## Badges

![CUDA](https://img.shields.io/badge/CUDA-HPC-blue)

![ViewCount](https://views.whatilearened.today/views/github/piyush26c/Cuda-Programming.svg) ![GitHub](https://img.shields.io/github/last-commit/piyush26c/Cuda-Programming)

## Authors

- [Piyush Rajendra Chaudhari](https://github.com/piyush26c)