krrish94 / learn-cuda

A collection of scripts I wrote when learning CUDA C++ programming

learn-cuda

A collection of scripts I wrote when learning CUDA C++ programming.

Code examples

1D Convolution

Performs 1D convolution. TODO: Add stride, dilation, arbitrary input size support

2D Convolution

TODO

Tiled Matrix Multiplication

Basic version in here

1D Stencil

Takes in a 1D array and applies a 'stencil' operation (similar to convolution), but for integer arrays.

Using both Threads and Blocks

Vector addition split across threads as well as blocks.

Introduction to Threads

Vector addition parallelized across threads.

Introduction to Blocks

Vector addition parallelized across blocks.

Hello CUDA

Launches a CUDA kernel that practically does nothing.