high performance computing on graphics processing units: hgpu.org

Steven G. Parker, James Bigler, Andreas Dietrich, Heiko Friedrich, Jared Hoberock, David Luebke, David McAllister, Morgan McGuire, Keith Morley, Austin Robison, Martin Stich

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, nVidia GeForce GTX 485, nVidia Quadro FX 5800, PTX, Raytracing, Software Engineering

September 14, 2011 by hgpu

Software Challenges for Extreme Scale Computing: Going From Petascale to Exascale Systems

Michael A. Heroux

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Tags: Computer science, Performance, Review, Software Engineering

September 13, 2011 by hgpu

Symbolic crosschecking of floating-point and SIMD code

Peter Collingbourne, Cristian Cadar, Paul H.J. Kelly

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Tags: Algorithms, Computer science, Package, Performance, Software Engineering

September 12, 2011 by hgpu

Lightweight modular staging: a pragmatic approach to runtime code generation and compiled DSLs

Tiark Rompf, Martin Odersky

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Tags: Code generation, Computer science, Optimization, Programming Languages, Software Engineering

September 11, 2011 by hgpu

High-performance SIMT code generation in an active visual effects library

Jay L.T. Cornwall, Lee Howes, Paul H.J. Kelly, Phil Parsonage, Bruno Nicoletti

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Tags: Algorithms, Code generation, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 260, Performance, Software Engineering, Visualization

September 11, 2011 by hgpu

The Arcane development framework

Gilles Grospellier, Benoit Lelandais

Tags: Computer science, Numerical simulation, Performance, Software Engineering

August 28, 2011 by hgpu

PFunc: modern task parallelism for modern high performance computing

Prabhanjan Kambadur, Anshul Gupta, Amol Ghoting, Haim Avron, Andrew Lumsdaine

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Tags: Computer science, Package, Performance, Programming techniques, Software Engineering

August 26, 2011 by hgpu

Challenging cloning related problems with GPU-based algorithms

Thierry Lavoie, Michael Eilers-Smith, Ettore Merlo

Tags: Computer science, Software Engineering, String matching

August 26, 2011 by hgpu

HipKittens: Fast and Furious AMD Kernels

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

LC Framework

Characterizing the Performance of Parallel Data-Compression Algorithms across Compilers and GPUs

pplx-garden: Perplexity open source garden for inference technology

RDMA Point-to-Point Communication for LLM Systems

OpScanner

A Study of Floating-Point Precision Tuning in Deep Learning Operators Implementations

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

Scalable GPU-Based Integrity Verification for Large Machine Learning Models

transformers_tvm: Implementation of Encoder Decoder transformer on TVM

Enhancing Transformer Performance and Portability through Auto-tuning Frameworks

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high performance computing on graphics processing units: hgpu.org

A model-driven partitioning and auto-tuning integrated framework for sparse matrix-vector multiplication on GPUs

NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce

Performing with CUDA

Auto-tuning of fast fourier transform on graphics processors

OptiX: a general purpose ray tracing engine

Software Challenges for Extreme Scale Computing: Going From Petascale to Exascale Systems

Symbolic crosschecking of floating-point and SIMD code

Lightweight modular staging: a pragmatic approach to runtime code generation and compiled DSLs

High-performance SIMT code generation in an active visual effects library

The Arcane development framework

PFunc: modern task parallelism for modern high performance computing

Challenging cloning related problems with GPU-based algorithms

Recent source codes

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

mt4g: Memory Topology 4 GPUs

Falcon: GPU-Based Floating-point Adaptive Lossless Compression

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

LC Framework

pplx-garden: Perplexity open source garden for inference technology

OpScanner

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

transformers_tvm: Implementation of Encoder Decoder transformer on TVM

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