high performance computing on graphics processing units: hgpu.org

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Reconfigurable Control Variate Monte-Carlo Designs for Pricing Exotic Options

Anson H.T. Tse, David B. Thomas, K.H. Tsoi, Wayne Luk

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Tags: CUDA, Finance, FPGA, Monte Carlo simulation, nVidia, Tesla C1060

June 20, 2011 by hgpu

Architecture, Design, and Experimental Evaluation of a Lightfield Descriptor Depth Buffer Algorithm on Reconfigurable Logic and on a GPU

Matina Lakka, Grigorios Chrysos, Ioannis Papaefstathiou, Apostolos Dollas

Tags: Computer science, FPGA, Information Retrieval, nVidia, Performance

June 16, 2011 by hgpu

A Reconfigurable Processor for Phylogenetic Inference

Pei Liu, Ahmed Hemani, Kolin Paul

Tags: Computer science, Electronic design automation, FPGA, Performance

June 15, 2011 by hgpu

Accelerating Viola-Jones Face Detection to FPGA-Level Using GPUs

Daniel Hefenbrock, Jason Oberg, Nhat Tan Nguyen Thanh, Ryan Kastner, Scott B. Baden

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Tags: Computer science, Computer vision, CUDA, FPGA, GPU cluster, Image recognition, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 295

June 15, 2011 by hgpu

FPGA Based High Performance and Scalable Block LU Decomposition Architecture

Manish Kumar Jaiswal, Nitin Chandrachoodan

Tags: Computer science, FPGA, Linear Algebra, Matrix decomposition

June 14, 2011 by hgpu

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

Sungmin Bae, Yong Cheol Peter Cho, Sungho Park, Kevin M. Irick, Yongseok Jin, Vijaykrishnan Narayanan

Tags: Computer science, Computer vision, FPGA, Optimization

June 14, 2011 by hgpu

Design Exploration of Quadrature Methods in Option Pricing

Anson H. T. Tse, David Thomas, Wayne Luk

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Tags: CUDA, Finance, FPGA, nVidia, nVidia GeForce 8600 GT, Tesla C1060

June 14, 2011 by hgpu

Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Doruk Sart, Abdullah Mueen, Walid Najjar, Eamonn Keogh, Vit Niennattrakul

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Tags: Algorithms, Computer science, CUDA, Data mining, FPGA, nVidia, Tesla C1060

June 14, 2011 by hgpu

Parallel accelerators for GlimmerHMM bioinformatics algorithm

Nafsika Chrysanthou, Grigorios Chrysos, Euripides Sotiriades, Ioannis Papaefstathiou

Tags: Algorithms, Bioinformatics, Biology, FPGA, Genetics

June 8, 2011 by hgpu

Performance comparison of GPU and FPGA architectures for the SVM training problem

Markos Papadonikolakis, Christos-Savvas Bouganis, George Constantinides

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Tags: Computer science, CUDA, FPGA, Machine learning, nVidia, nVidia GeForce 8500 GT, Performance

May 29, 2011 by hgpu

Coprocessor Computing with FPGA and GPU

Song Jun Park, Dale R. Shires, Brian J. Henz

Tags: Algorithms, Computer science, CUDA, FPGA, nVidia, Security, Sorting

May 28, 2011 by hgpu

A CG-based Poisson solver on a GPU-cluster

G. Knittel

Tags: Computer science, Conjugate gradient solver, FPGA, Poisson equation

May 27, 2011 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

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high performance computing on graphics processing units: hgpu.org

Reconfigurable Control Variate Monte-Carlo Designs for Pricing Exotic Options

Architecture, Design, and Experimental Evaluation of a Lightfield Descriptor Depth Buffer Algorithm on Reconfigurable Logic and on a GPU

A Reconfigurable Processor for Phylogenetic Inference

Accelerating Viola-Jones Face Detection to FPGA-Level Using GPUs

FPGA Based High Performance and Scalable Block LU Decomposition Architecture

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

Design Exploration of Quadrature Methods in Option Pricing

Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Parallel accelerators for GlimmerHMM bioinformatics algorithm

Performance comparison of GPU and FPGA architectures for the SVM training problem

Coprocessor Computing with FPGA and GPU

A CG-based Poisson solver on a GPU-cluster

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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