GEMM and Winograd based convolutions using CUTLASS

Example of 2D convolution with NVIDIA cuDNN that enables Tensor Core acceleration

A simple idea of out-of-box convolution.

📐 Parallelization and implementation of the Sobel filter for edge detection in CUDA. 📏

This repository contains a framework with a GPU implementation of generalized convolution operators. The framework is designed for large image data sets and can run in a distributed system.

Implementation of Convolution function using CUDA.

GPU acceleration for efficient, high-quality audio processing.

This is a simple convolution implementation both for CPU_only and GPU_only (using CUDA)

Optimizing convolution operation by CUDA

Fast Convoluion Implementation via CUDA

GPU-Accelerated Convolutional Kernel Training for Vertical Edge Detection (HPC Project A.Y. 23/24 @uniparthenope).

Experiments with Image processing algorithms with CUDA

Optimisation de Lenia par détection de structures récurrentes

Machine problems

ECPE293 HPC

Evaluación Taller 4: CUDA

Upload of CUDA programs developed in my GPU Computing Course

Using CUDA to optimize the convolution operation convolution : (University of Trento, Italy)

Qt app for previewing Image convolution. Uses CUDA for convolution.