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BigKernel — High Performance CPU-GPU Communication Pipelining for Big Data-style Applications

R. Mokhtari, M. Stumm

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Tags: CUDA, Heterogeneous systems, Memory, nVidia, nVidia GeForce GTX 680

March 25, 2014 by hgpu

Interpolation with Radial Basis Functions on GPGPUs using CUDA

D. Martin, G. Haase

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Tags: CUDA, Mathematics, Numerical Analysis, nVidia, nVidia GeForce GTX 680

March 25, 2014 by hgpu

Distortion correction algorithm for UAV remote sensing image based on CUDA

Z. Wenhao, L. Yingcheng, L. Delong, T. Changsheng, L. Jin

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia Quadro 4000

March 25, 2014 by hgpu

The orthorectified technology for UAV aerial remote sensing image based on the Programmable GPU

Z. Wenhao, L. Yingcheng, L. Delong, T. Changsheng, L. Jin

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia Quadro 4000

March 24, 2014 by hgpu

High-Performance Image Synthesis for Radio Interferometry

D. Muscat

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Tags: CUDA, Earth and Space Sciences, nVidia, nVidia GeForce GTX 680, Signal processing, Thesis

March 24, 2014 by hgpu

An unsupervised parallel genetic cluster algorithm for graphics processing units

D. Hendricks, D. Cieslakiewicz, D. Wilcox, T. Gebbie

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Tags: Clustering, Computational finance, CUDA, Genetic programming, nVidia, nVidia GeForce 560 Ti, nVidia GeForce 660 Ti, nVidia GeForce GTX 660 M

March 23, 2014 by hgpu

Accelerating Low-Fidelity Aerodynamic Codes

M. Chrust, É. Laurendeau

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Tags: CUDA, Fluid dynamics, nVidia, Tesla K20

March 22, 2014 by hgpu

CUDA Implementation of a Lattice Boltzmann Method and Code Optimization

A. Jain

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Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, nVidia, Tesla C2075

March 22, 2014 by hgpu

Applying GPU Dynamic Parallelism to High-Performance Normalization of Gene Expressions

R.P. Souto, C. Osthoff, A.T.R. de Vasconcelos, D.A. Augusto, P.L. da Silva Dias, A. Rodriguez, O. Trelles, M. Ujaldon

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Tags: CUDA, Genetics, nVidia, Sorting, Tesla K20c

March 22, 2014 by hgpu

GPU Accelerated Process Planning For CNC-Machined Parts:Industrial Components to Bone Implants

A. Joshi, M. Frank

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Tags: CAD, CUDA, nVidia, Tesla C2075

March 21, 2014 by hgpu

Concurrent learning of a Probabilistic Graphical Model on the GPU

M. Matuszak

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Tags: Bayesian, CUDA, nVidia, nVidia GeForce GTX 480, Path problems

March 21, 2014 by hgpu

Implementation of Parallel Fast Hartley Transform (FHT) Using Cuda

H. Bantikyan

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GT 630, Signal processing

March 21, 2014 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

BigKernel — High Performance CPU-GPU Communication Pipelining for Big Data-style Applications

Interpolation with Radial Basis Functions on GPGPUs using CUDA

Distortion correction algorithm for UAV remote sensing image based on CUDA

The orthorectified technology for UAV aerial remote sensing image based on the Programmable GPU

High-Performance Image Synthesis for Radio Interferometry

An unsupervised parallel genetic cluster algorithm for graphics processing units

Accelerating Low-Fidelity Aerodynamic Codes

CUDA Implementation of a Lattice Boltzmann Method and Code Optimization

Applying GPU Dynamic Parallelism to High-Performance Normalization of Gene Expressions

GPU Accelerated Process Planning For CNC-Machined Parts:Industrial Components to Bone Implants

Concurrent learning of a Probabilistic Graphical Model on the GPU

Implementation of Parallel Fast Hartley Transform (FHT) Using Cuda

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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