high performance computing on graphics processing units: hgpu.org

Programming

CADDIES: A New Framework for Rapid Development of Parallel Cellular Automata Algorithms for Flood Simulation

Michele Guidolin, Andrew Duncan, Bidur Ghimire, Mike Gibson, Edward Keedwell, Albert S. Chen, Slobodan Djordjevic, Dragan Savic

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Tags: Algorithms, Cellular automata, Computer science, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 550 Ti, OpenCL

October 2, 2012 by hgpu

Exploiting Limited Access Distance of ODE Systems for Parallelism and Locality in Explicit Methods

Matthias Korch

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Tags: Computer science, Differential equations, nVidia, nVidia GeForce GTX 580, ODEs, OpenCL, Ordinary differential equations, Partial differential equations, PDEs

October 2, 2012 by hgpu

Multi2Sim: a simulation framework for CPU-GPU computing

Rafael Ubal, Byunghyun Jang, Perhaad Mistry, Dana Schaa, David Kaeli

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Tags: ATI, ATI Radeon HD 5870, Benchmarking, Computer science, Heterogeneous systems, OpenCL

October 2, 2012 by hgpu

Parallel Application Library for Object Recognition

Bor-Yiing Su

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Tags: Algorithms, ATI, ATI Radeon HD 6970, Computer science, Computer vision, nVidia, nVidia GeForce GTX 480, OpenCL, Sparse matrix, Thesis

October 1, 2012 by hgpu

Accelerated Pressure Projection using OpenCL on GPUs

Davoud Saffar Shamshirgar

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Tags: Algorithms, Computer science, Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Thesis

October 1, 2012 by hgpu

GPGPU Accelerated Texture-Based Radiosity Calculation

Sungkono Surya Tjahyono, Christof Lutteroth, Burkhard Wunsche

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce GTX 550 Ti, OpenCL, OpenGL, Rendering

October 1, 2012 by hgpu

Synthesizing Structured Traversals from Attribute Grammars

Leo A. Meyerovich, Matthew E. Torok, Eric Atkinson, Rastislav Bodik

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GT 650 M, OpenCL, Visualization

October 1, 2012 by hgpu

ARVO-CL: The OpenCL version of the ARVO package – An efficient tool for computing the accessible surface area and the excluded volume of proteins via analytical equations

Jan Busa Jr., Shura Hayryan, Ming-Chya Wu, Jan Busa, Chin-Kun Hu

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Tags: Algorithms, Biology, Computer science, nVidia, nVidia GeForce GTX 480, OpenCL

September 30, 2012 by hgpu

Performance characterization of data-intensive kernels on AMD Fusion architectures

Kenneth Lee, Heshan Lin, Wu-chun Feng

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Tags: AMD Fusion, ATI, ATI Radeon HD 5870, Computer science, Heterogeneous systems, OpenCL

September 30, 2012 by hgpu

Optimising Unstructured Mesh Computational Fluid Dynamics Applications on Multicores via Machine Learning and Code Transformation

Roxana Rusitoru

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Tags: Algorithms, Fluid dynamics, Heterogeneous systems, Machine learning, nVidia, OpenCL, Optimization, Tesla M2050, Thesis

September 28, 2012 by hgpu

A Hybrid Parallel Algorithm for Computing and Tracking Level Set Topology

Senthilnathan Maadasamy, Harish Doraiswamy, Vijay Natarajan

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GTX 460, OpenCL

September 28, 2012 by hgpu

Lattice QCD based on OpenCL

Matthias Bach, Volker Lindenstruth, Owe Philipsen, Christopher Pinke

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Tags: Algorithms, ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, ATI Radeon HD 7970, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 680, OpenCL, Physics, QCD

September 27, 2012 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

Block: Balancing Load in LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

DGEMM without FP64 Arithmetic – using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

CADDIES: A New Framework for Rapid Development of Parallel Cellular Automata Algorithms for Flood Simulation

Exploiting Limited Access Distance of ODE Systems for Parallelism and Locality in Explicit Methods

Multi2Sim: a simulation framework for CPU-GPU computing

Parallel Application Library for Object Recognition

Accelerated Pressure Projection using OpenCL on GPUs

GPGPU Accelerated Texture-Based Radiosity Calculation

Synthesizing Structured Traversals from Attribute Grammars

ARVO-CL: The OpenCL version of the ARVO package – An efficient tool for computing the accessible surface area and the excluded volume of proteins via analytical equations

Performance characterization of data-intensive kernels on AMD Fusion architectures

Optimising Unstructured Mesh Computational Fluid Dynamics Applications on Multicores via Machine Learning and Code Transformation

A Hybrid Parallel Algorithm for Computing and Tracking Level Set Topology

Lattice QCD based on OpenCL

Recent source codes

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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