high performance computing on graphics processing units: hgpu.org

hgpu.org » Performance

Maestro: Data Orchestration and Tuning for OpenCL Devices

Kyle Spafford, Jeremy Meredith, Jeffrey Vetter

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Tags: ATI, ATI Radeon HD 5870, Computer science, GPU cluster, Heterogeneous systems, nVidia, nVidia GeForce 8800 GTX, OpenCL, Performance, Tesla C1060, Tesla S1070

August 18, 2011 by hgpu

Analyzing program flow within a many-kernel OpenCL application

Perhaad Mistry, Chris Gregg, Norman Rubin, David Kaeli, Kim Hazelwood

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Tags: ATI, ATI Radeon HD 5870, Computer science, Computer vision, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Performance

August 18, 2011 by hgpu

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Srinidhi Kestur, Kevin Irick, Sungho Park, Ahmed Al Maashri, Vijaykrishnan Narayanan, Chaitaili Chakrabarti

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Tags: Algorithms, FFT, FPGA, Image processing, Image reconstruction, Performance

August 16, 2011 by hgpu

Accelerating the Nonuniform Fast Fourier Transform Using FPGAs

Srinidhi Kestur, Sungho Park, Kevin M. Irick, Vijaykrishnan Narayanan

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Tags: Algorithms, Computer science, FFT, FPGA, Performance, Sorting

August 16, 2011 by hgpu

SHARC: A streaming model for FPGA accelerators and its application to Saliency

Srinidhi Kestur, Dharav Dantara, Vijaykrishnan Narayanan

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Tags: Computer science, FPGA, Performance

August 16, 2011 by hgpu

Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU

Adam Herout, Pavel Zemcik, Roman Juranek, Michal Hradis

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Tags: Computer science, FPGA, Pattern recognition, Performance

August 16, 2011 by hgpu

Efficient Calculation of Pairwise Nonbonded Forces

Matt Chiu, Md. Ashfaquzzaman Khan, Martin C. Herbordt

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Tags: Chemistry, Electrostatics, FPGA, Molecular dynamics, Optimization, Performance

August 15, 2011 by hgpu

FPGA acceleration of rigid-molecule docking codes

Bharat Sukhwani, Martin C. Herbordt

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Tags: Biology, Biomolecules, CUDA, FPGA, Molecular modeling, nVidia, Performance, Tesla C1060

August 15, 2011 by hgpu

Performance Comparison with OpenMP Parallelization for Multi-core Systems

Chao-Tung Yang, Tzu-Chieh Chang, Hsien-Yi Wang, William C.C. Chu, Chih-Hung Chang

Tags: Code generation, Compilers, Computer science, CUDA, Data parallelism, Fortran, nVidia, OpenCL, OpenMP, Performance

August 8, 2011 by hgpu

The distributed diagonal force decomposition method for parallelizing molecular dynamics simulations

Urban Borstnik, Benjamin T. Miller, Bernard R. Brooks, Dusanka Janezic

Tags: Algorithms, Chemistry, Computational chemistry, Molecular dynamics, Performance

August 8, 2011 by hgpu

Hardware accelerators for biocomputing: A survey

Souradip Sarkar, Turbo Majumder, Ananth Kalyanaraman, Partha Pratim Pande

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Tags: Biology, Cell processor, CUDA, FPGA, Molecular dynamics, nVidia, nVidia GeForce 7800 GTX, Performance, Review, Sequence alignment

August 7, 2011 by hgpu

Efficient MIMD architectures for high-performance ray tracing

D. Kopta, J. Spjut, E. Brunvand, A. Davis

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GTX 285, Performance, Raytracing

August 4, 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

Maestro: Data Orchestration and Tuning for OpenCL Devices

Analyzing program flow within a many-kernel OpenCL application

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Accelerating the Nonuniform Fast Fourier Transform Using FPGAs

SHARC: A streaming model for FPGA accelerators and its application to Saliency

Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU

Efficient Calculation of Pairwise Nonbonded Forces

FPGA acceleration of rigid-molecule docking codes

Performance Comparison with OpenMP Parallelization for Multi-core Systems

The distributed diagonal force decomposition method for parallelizing molecular dynamics simulations

Hardware accelerators for biocomputing: A survey

Efficient MIMD architectures for high-performance ray tracing

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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