high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

Jinxian Lin, Jianghong Lin

Tags: Compression, Computer science, Image processing, Neural networks

May 3, 2011 by hgpu

GPU-based elastic-object deformation for enhancement of existing haptic applications

Cristian J. Luciano, P. Pat Banerjee, Silvio H. R. Rizzi

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Tags: Algorithms, Computed tomography, CT, Image processing, Magnetic resonance imaging, MRI, nVidia, nVidia Quadro FX 3400, OpenGL, Virtual reality

May 3, 2011 by hgpu

GPU-CPU multi-core for real-time signal processing

Saraju P. Mohanty

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Tags: nVidia, nVidia GeForce FX 5200, OpenGL, Rendering, Signal processing

May 3, 2011 by hgpu

Real-time Medical Image Volume Rendering Based on GPU Accelerated Method

Zhang Fan, Xie Mei

Tags: Image processing, Medicine, Rendering

May 3, 2011 by hgpu

GPU based acceleration architecture for image enhancement in spatial domain

Li Zhonghua, Zhou Fugen, Bai Xiangzhi

Tags: Algorithms, CUDA, Image processing, nVidia

May 3, 2011 by hgpu

Implementation of a 3GPP LTE turbo decoder accelerator on GPU

M. Wu, Yang Sun, J.R. Cavallaro

Tags: Algorithms, Signal processing

May 1, 2011 by hgpu

A local diffusion wavelet approach for scattered data registration based on GPU

Wu Weiyong, Wang Yinghui

Tags: Algorithms, Image processing, Wavelet

May 1, 2011 by hgpu

Real-Time Rendering Algorithm for Virtual Endoscopy Based on GPU

Shi Weili, Miao Yu, Xu Honghua, Tian Yinghua, Zhang Xiaohan

Tags: Computed tomography, CT, Image processing, Medicine, Real-time graphics, Rendering

May 1, 2011 by hgpu

Using the CPU and GPU for real-time video enhancement on a mobile computer

A. Bachoo

Tags: Algorithms, Image processing

May 1, 2011 by hgpu

GPU-based simulation of cellular neural networks for image processing

R. Dolan, G. DeSouza

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Tags: Cellular neural networks, CUDA, Image processing, nVidia

April 30, 2011 by hgpu

Real-time massive convolution for audio applications on GPU

Jose Belloch, Alberto Gonzalez, F. Martinez-Zaldivar, Antonio Vidal

Tags: Acoustics, Algorithms, Signal processing

April 30, 2011 by hgpu

GPU Ray Casting with Arbitrary Shaped Proxy

Ge Jun, Huazhong Shu

Tags: Algorithms, Image processing, Rendering, Visualization

April 28, 2011 by hgpu

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

pytest-gpu-proof: Enabling Cloud-CPU Continuous Integration for GPU Code with Local GPU Attestation

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

Automated Instruction Encoding Synthesis for Modern GPU ISA Compression

PrefixBench-H100: Characterizing Prefix Reuse and Time-to-First-Token in H100 LLM Serving

FP4 FlashAttention forward, backward, and TorchTitan reproduction code

Hardware-Aware FP4 FlashAttention-4

EinsummableV3 - graph-based computation with tensor operations support

Every Kernel Is a Join: Automatic Multi-GPU Parallelism for AI Computations in Einsummable

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

GPU-based elastic-object deformation for enhancement of existing haptic applications

GPU-CPU multi-core for real-time signal processing

Real-time Medical Image Volume Rendering Based on GPU Accelerated Method

GPU based acceleration architecture for image enhancement in spatial domain

Implementation of a 3GPP LTE turbo decoder accelerator on GPU

A local diffusion wavelet approach for scattered data registration based on GPU

Real-Time Rendering Algorithm for Virtual Endoscopy Based on GPU

Using the CPU and GPU for real-time video enhancement on a mobile computer

GPU-based simulation of cellular neural networks for image processing

Real-time massive convolution for audio applications on GPU

GPU Ray Casting with Arbitrary Shaped Proxy

Recent source codes

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

PrefixBench-H100: Characterizing Prefix Reuse and Time-to-First-Token in H100 LLM Serving

FP4 FlashAttention forward, backward, and TorchTitan reproduction code

EinsummableV3 - graph-based computation with tensor operations support

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