high performance computing on graphics processing units: hgpu.org

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Experiences with hybrid clusters

Eric Van Hensbergen, Damir Jamsek

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Tags: Cell processor, Computational Complexity, Computer science, CUDA, Hybrid computing, MPI, nVidia, Presentation, Tesla

July 27, 2011 by hgpu

Effective Dynamic Scheduling on Heterogeneous Multi/Manycore Desktop Platforms

Alecio P.D. Binotto, Bernardo M.V. Pedras, Marcelo Goetz, Arjan Kuijper, Carlos E. Pereira, Andre Stork, Dieter W. Fellner

Tags: Benchmarking, Computer science, CUDA, Heterogeneous systems, nVidia, OpenCL, Task scheduling

July 27, 2011 by hgpu

Efficient Rasterization for Outdoor Radio Wave Propagation

Arne Schmitz, Tobias Rick, Thomas Karolski, Torsten Kuhlen, Leif Kobbelt

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 Ultra, Rasterization, Raytracing, Rendering

July 26, 2011 by hgpu

Data-Aware Task Scheduling on Multi-accelerator Based Platforms

Cedric Augonnet, Jerome Clet-Ortega, Samuel Thibault, Raymond Namyst

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Source codes

Tags: Algorithms, Benchmarking, Computer science, CUDA, Heterogeneous systems, MPI, nVidia, nVidia Quadro FX 5800, Package, Prefetch, Task scheduling, Tesla S1070

July 26, 2011 by hgpu

High-Throughput Sequence Translation Using CUDA

Sun Wei-dong, Ma Zong-min

Tags: Bioinformatics, Biology, CUDA, nVidia, Sequence matching

July 25, 2011 by hgpu

Interactive Visualization of Volumetric White Matter Connectivity in DT-MRI Using a Parallel-Hardware Hamilton-Jacobi Solver

Won-Ki Jeong, P. Thomas Fletcher, Ran Tao, Ross T. Whitaker

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Tags: Algorithms, Computer science, CUDA, Diffusion tensor, Magnetic resonance imaging, MRI, nVidia, nVidia GeForce 8800 GTX, Path problems, Visualization

July 25, 2011 by hgpu

Real-time interactive object extraction system for high resolution remote sensing images based on parallel computing architecture

Yan Li, Manchun Li, Feixue Li, Xiaogu Sun, Wei Liu

Tags: CUDA, Earth and Space Sciences, Geoscience, Image processing, nVidia, nVidia GeForce 8800 GTX, Sensing

July 25, 2011 by hgpu

Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Daniel Weimer, Sebastian Kohler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla

Tags: Benchmarking, Computer science, Computer vision, CUDA, nVidia

July 24, 2011 by hgpu

Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

Robert C. Green, Lingfeng Wang, Mansoor Alam, Richard A. Formato

Tags: Algorithms, Computer science, CUDA, Metaheuristics, nVidia, Optimization

July 24, 2011 by hgpu

Query-Driven Visualization of Time-Varying Adaptive Mesh Refinement Data

Luke J. Gosink, John C. Anderson, E. Wes Bethel, Kenneth I. Joy

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Visualization

July 24, 2011 by hgpu

Out-of-core cone beam reconstruction using multiple GPUs

Fumihiko Ino, Yusuke Okitsu, Taketo Kishi, Syuhei Ohnishi, Kenichi Hagihara

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Tags: Algorithms, CUDA, Image reconstruction, Medicine, nVidia, Tesla S1070

July 24, 2011 by hgpu

Applying graphics processor acceleration in a software defined radio prototyping environment

William Plishker, George F. Zaki, Shuvra S. Bhattacharyya, Charles Clancy, John Kuykendall

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Tags: Benchmarking, CUDA, nVidia, nVidia GeForce GTX 260, Signal processing

July 24, 2011 by hgpu

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

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high performance computing on graphics processing units: hgpu.org

Experiences with hybrid clusters

Effective Dynamic Scheduling on Heterogeneous Multi/Manycore Desktop Platforms

Efficient Rasterization for Outdoor Radio Wave Propagation

Data-Aware Task Scheduling on Multi-accelerator Based Platforms

High-Throughput Sequence Translation Using CUDA

Interactive Visualization of Volumetric White Matter Connectivity in DT-MRI Using a Parallel-Hardware Hamilton-Jacobi Solver

Real-time interactive object extraction system for high resolution remote sensing images based on parallel computing architecture

Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

Query-Driven Visualization of Time-Varying Adaptive Mesh Refinement Data

Out-of-core cone beam reconstruction using multiple GPUs

Applying graphics processor acceleration in a software defined radio prototyping environment

Recent source codes

OpScanner

Atlas CLI: Machine Learning (ML) Lifecycle & Transparency Manager

transformers_tvm: Implementation of Encoder Decoder transformer on TVM

INT v.s. FP: A framework to compare low-bit integer and float-point formats

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

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