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Evaluation of state-of-the-art polyhedral tools for automatic code generation on GPUs

J.C. Juega, J.I. Gomez, C. Tenllado, S. Verdoolaege, A. Cohen, F. Catthoor

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Tags: Code generation, Computer science, CUDA, nVidia, Tesla M2070

July 24, 2012 by hgpu

Scheduling processing of real-time data streams on heterogeneous multi-GPU systems

Uri Verner, Assaf Schuster, Avi Mendelson, Mark Silberstein

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Security, Task scheduling

July 24, 2012 by hgpu

LBCL: multi-device automatic load balancing

Carlos S. de la Lama, Pablo Toharia, Oscar D. Robles, Jose Luis Bosque

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Tags: Computer science, GPU cluster, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL

July 23, 2012 by hgpu

A Comparative Study of OpenACC Implementations

Ruyman Reyes, Ivan Lopez, Juan J. Fumero, Francisco de Sande

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, OpenACC, OpenCL, OpenMP, Performance, Tesla C2050

July 23, 2012 by hgpu

Sparse Approximate Inverse Preconditioners for Iterative Solvers on GPUs

Mykola Lukash, Karl Rupp, Siegfried Selberherr

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Tags: Computer science, nVidia, nVidia GeForce GTX 580, OpenCL, Sparse linear iterative solvers

July 22, 2012 by hgpu

Space-Time Finite Element Analysis on Graphics Processing Unit Computing Platform

Harish Kumar Luckshetty

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Tags: Algorithms, Computer science, CUDA, FEM, Finite element method, nVidia, Tesla C1060, Thesis

July 22, 2012 by hgpu

Efficient Cross-Device Query Processing

Holger Pirk

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Tags: Computer science, CUDA, Databases, nVidia, nVidia GeForce GTX 480

July 22, 2012 by hgpu

Optimized Private Information Retrieval Protocol Using Graphics Processing Unit With Reduced Accessibility

Sandip B. Bansode

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Tags: Computer science, CUDA, Databases, Information Retrieval, nVidia, nVidia GeForce GTX 280, Security, Thesis

July 20, 2012 by hgpu

Scaling CUDA for Distributed Heterogeneous Processors

Siu Kwan Lam

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Source codes

Tags: Computer science, CUDA, Heterogeneous systems, Memory model, MPI, nVidia, Package, PTX, Python, Thesis

July 20, 2012 by hgpu

GPU-Accelerated Point-Based Color Bleeding

Ryan Daniel Schmitt

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Tags: Algorithms, ATI, ATI Radeon HD 5970, Computer science, Heterogeneous systems, OpenGL, Rasterization, Thesis

July 20, 2012 by hgpu

In Search of Self-Organization

Dustin Lockhart Arendt

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Tags: Cellular automata, Computer science, nVidia, nVidia GeForce 9600 GT, OpenCL, Thesis

July 18, 2012 by hgpu

Offloading Critical Security Operations to the GPU

Frank Yi-Fei Wang

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Tags: Computer science, CUDA, nVidia, Security, Thesis

July 18, 2012 by hgpu

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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high performance computing on graphics processing units: hgpu.org

Evaluation of state-of-the-art polyhedral tools for automatic code generation on GPUs

Scheduling processing of real-time data streams on heterogeneous multi-GPU systems

LBCL: multi-device automatic load balancing

A Comparative Study of OpenACC Implementations

Sparse Approximate Inverse Preconditioners for Iterative Solvers on GPUs

Space-Time Finite Element Analysis on Graphics Processing Unit Computing Platform

Efficient Cross-Device Query Processing

Optimized Private Information Retrieval Protocol Using Graphics Processing Unit With Reduced Accessibility

Scaling CUDA for Distributed Heterogeneous Processors

GPU-Accelerated Point-Based Color Bleeding

In Search of Self-Organization

Offloading Critical Security Operations to the GPU

Recent source codes

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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