high performance computing on graphics processing units: hgpu.org

hgpu.org » Performance

GPU powered artificial immune system for visual applications

K. Lackner, G. Cserey

Tags: Algorithms, Artificial intelligence, Image processing, Performance

May 16, 2011 by hgpu

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

A. Iovanovici, C. Visan, M. Marcu

Tags: Computer science, Energy-efficient computing, Performance

May 14, 2011 by hgpu

Where is the data? Why you cannot debate CPU vs. GPU performance without the answer

Chris Gregg, Kim Hazelwood

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Tags: Computer science, nVidia, nVidia GeForce 9800 GT, nVidia GeForce GT 330 M, nVidia GeForce GTX 480, Performance, Review, Tesla C2050

May 11, 2011 by hgpu

Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory

Michela Becchi, Surendra Byna, Srihari Cadambi, Srimat Chakradhar

Tags: Computer science, CUDA, Distributed data structures, Heterogeneous systems, nVidia, Performance, Programming Languages, Sparse matrix, Tesla C870

May 10, 2011 by hgpu

Twin peaks: a software platform for heterogeneous computing on general-purpose and graphics processors

Jayanth Gummaraju, Laurent Morichetti, Michael Houston, Ben Sander, Benedict R. Gaster, Bixia Zheng

Tags: ATI, Computer science, High-level Languages, OpenCL, Performance, Programming techniques

May 10, 2011 by hgpu

A GPU-inspired soft processor for high-throughput acceleration (thesis)

Jeffrey Richard Code Kingyens

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Tags: ATI, ATI CTM, Cg, Computational Engineering, Computer science, FPGA, nVidia, Performance, Thesis

May 8, 2011 by hgpu

A GPU-inspired soft processor for high-throughput acceleration

Jeffrey Richard Code Kingyens, J. Gregory Steffan

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Tags: ATI, ATI CTM, Cg, Computational Engineering, Computer science, FPGA, nVidia, Performance

May 8, 2011 by hgpu

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Juan Gomez-Pulido, Miguel Vega-Rodriguez, Juan Sanchez-Perez, Silvio Priem-Mendes, Vitor Carreira

Tags: Computer science, Evolutionary Computations, FPGA, Genetic programming, Performance

May 4, 2011 by hgpu

Pushing the limits for medical image reconstruction on recent standard multicore processors

Jan Treibig, Georg Hager, Hannes G. Hofmann, Joachim Hornegger, Gerhard Wellein

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Tags: Computed tomography, Computer science, CT, CUDA, Image reconstruction, nVidia, nVidia GeForce GTX 260, nVidia Quadro FX 5800, OpenMP, Performance

April 29, 2011 by hgpu

Exploiting SPMD Horizontal Locality to Improve Memory Efficiency

C. Gou, G. Gaydadjiev

Tags: Computer science, Memory, Performance

April 25, 2011 by hgpu

Optimized HPL for AMD GPU and multi-core CPU usage

Matthias Bach, Matthias Kretz, Volker Lindenstruth, David Rohr

Tags: ATI, ATI Radeon HD 5870, Computer science, GPU cluster, Heterogeneous systems, Linear Algebra, MPI, Performance

April 25, 2011 by hgpu

A performance prediction model for the CUDA GPGPU platform

Kishore Kothapalli, Rishabh Mukherjee, M. Suhail Rehman, Suryakant Patidar, P. J. Narayanan, Kannan Srinathan

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Tags: Computer science, CUDA, Matrix multiplication, nVidia, nVidia GeForce GTX 280, Performance

April 21, 2011 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

GPU powered artificial immune system for visual applications

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

Where is the data? Why you cannot debate CPU vs. GPU performance without the answer

Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory

Twin peaks: a software platform for heterogeneous computing on general-purpose and graphics processors

A GPU-inspired soft processor for high-throughput acceleration (thesis)

A GPU-inspired soft processor for high-throughput acceleration

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Pushing the limits for medical image reconstruction on recent standard multicore processors

Exploiting SPMD Horizontal Locality to Improve Memory Efficiency

Optimized HPL for AMD GPU and multi-core CPU usage

A performance prediction model for the CUDA GPGPU platform

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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