high performance computing on graphics processing units: hgpu.org

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hgpu.org » paper

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

David Mayerich, Jaerock Kwon, Aaron Panchal, John Keyser, Yoonsuck Choe

Tags: Biology, Image processing, Machine learning, nVidia

June 24, 2011 by hgpu

Accelerating Smith-Waterman on Heterogeneous CPU-GPU Systems

Jaideep Singh, Ipseeta Aruni

Tags: Bioinformatics, Biology, CUDA, Heterogeneous systems, nVidia, Smith-Waterman algorithm

June 24, 2011 by hgpu

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Wei Cai, Xiangrong Zhou, Xuelin Cui

Tags: Image reconstruction, Medicine, MRI, nVidia, Optimization, Tesla C1060

June 24, 2011 by hgpu

Implementation of a Soft Morphological Filter Based on GPU Framework

Lipeng Wang, Hanbin Wang

Tags: Computer science, CUDA, Filtering, nVidia

June 24, 2011 by hgpu

An algorithm for efficient computation of spatial impulse response on the GPU with application in ultrasound simulation

Ramtin Shams, Florian Luna, Richard I. Hartley

Tags: Algorithms, CUDA, Medicine, nVidia, Ultrasound

June 24, 2011 by hgpu

Design and implementation of a time-division multiplexing scan architecture using serializer and deserializer in GPU chips

Amit Sanghani, Bo Yang, Karthikeyan Natarajan, Chunsheng Liu

Tags: Computer science, Electronic design automation, Hardware Architecture, nVidia

June 24, 2011 by hgpu

GPU-Based Parallel Signature Scanning and Hash Generation

Bernhard Fechner

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Tags: Computer science, CUDA, Hashing, nVidia, nVidia GeForce GTX 260, Pattern Search, Security, Sequence matching

June 24, 2011 by hgpu

Efficiently GPU-accelerating long kernel convolutions in 3-D DIRECT TOF PET reconstruction via a kernel decomposition scheme

Sungsoo Ha, Zhiyuan Zhang, Klaus Mueller, Samuel Matej

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Tags: Image reconstruction, Medicine, nVidia, PET, Tesla C870

June 23, 2011 by hgpu

Real-time arbitrary view rendering on GPU from stereo video and time-of-flight camera

Tugrul K. Ates, A. Aydin Alatan

Tags: Computer science, Computer vision, Rendering

June 23, 2011 by hgpu

Rapid star map simulation based on GPU

Shi Qun-shan, Lan Chao-zhen, Xu Qing, Zhou Yang, Liu Zhi-qing

Tags: Algorithms, Image processing, OpenGL

June 23, 2011 by hgpu

Fast implementation of fully iterative scatter corrected OSEM for HRRT using GPU

Kyung Sang Kim, Jong Chul Ye

Tags: CUDA, Image reconstruction, Medicine, nVidia, PET, Tesla C1060

June 23, 2011 by hgpu

LOD Terrain Rendering by Local Parallel Processing on GPU

Alexandre Valdetaro, Gustavo Nunes, Alberto Raposo, Bruno Feijo, Rodrigo de Toledo

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Tags: 3D Graphics and Realism, Computer science, DirectX, nVidia, nVidia GeForce GTX 480, Rendering, Visualization

June 23, 2011 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

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high performance computing on graphics processing units: hgpu.org

Applications

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

Accelerating Smith-Waterman on Heterogeneous CPU-GPU Systems

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Implementation of a Soft Morphological Filter Based on GPU Framework

An algorithm for efficient computation of spatial impulse response on the GPU with application in ultrasound simulation

Design and implementation of a time-division multiplexing scan architecture using serializer and deserializer in GPU chips

GPU-Based Parallel Signature Scanning and Hash Generation

Efficiently GPU-accelerating long kernel convolutions in 3-D DIRECT TOF PET reconstruction via a kernel decomposition scheme

Real-time arbitrary view rendering on GPU from stereo video and time-of-flight camera

Rapid star map simulation based on GPU

Fast implementation of fully iterative scatter corrected OSEM for HRRT using GPU

LOD Terrain Rendering by Local Parallel Processing on GPU

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

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