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An auto-tuning framework for parallel multicore stencil computations

Shoaib Kamil, Cy Chan, Leonid Oliker, John Shalf, Samuel Williams

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Tags: Code generation, Computer science, CUDA, Fortran, nVidia, nVidia GeForce GTX 280

July 18, 2011 by hgpu

hiCUDA: High-Level GPGPU Programming

Tianyi David Han, Tarek S. Abdelrahman

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Tags: Code generation, Computer science, CUDA, High-level Languages, nVidia, nVidia GeForce 8800 GT, Package, Presentation

July 17, 2011 by hgpu

Automatic code generation for solvers of cardiac cellular membrane dynamics in GPUs

R.M. Amorim, B.M. Rocha, F.O. Campos, R.W. dos Santos

Tags: Code generation, Computer science, Heart, Medicine, ODEs, Ordinary differential equations

July 8, 2011 by hgpu

SCGPSim: A fast SystemC simulator on GPUs

Mahesh Nanjundappa, Hiren D. Patel, Bijoy A. Jose, Sandeep K. Shukla

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Tags: Code generation, Computer science, CUDA, High-level Languages, nVidia, Tesla D870

July 8, 2011 by hgpu

Automatic Multi-GPU Code Generation applied to Simulation of Electrical Machines

Antonio Wendell De Oliveira Rodrigues, Frederic Guyomarc'H, Jean-Luc Dekeyser, Yvonnick Le Menach

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Tags: Code generation, Computer science, Conjugate gradient solver, nVidia, OpenCL, Tesla S1070

July 5, 2011 by hgpu

On Expressing Different Concurrency Paradigms on Virtual Execution Systems (thesis)

Cristian Dittamo

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Tags: Cell processor, Code generation, Computer science, Thesis, Virtualization

July 2, 2011 by hgpu

On Expressing Different Concurrency Paradigms on Virtual Execution Systems

Cristian Dittamo

Tags: Cell processor, Code generation, Computer science, Virtualization

July 2, 2011 by hgpu

A framework for parallel unstructured grid applications on GPUs

Mike Giles

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Tags: Code generation, Computer science, CUDA, GPU cluster, MPI, nVidia, OpenCL, OpenMP, Package, PDEs, Presentation

June 5, 2011 by hgpu

A Modeling Approach based on UML/MARTE for GPU Architecture

Antonio Wendell De Oliveira Rodrigues, Frederic Guyomarc'H, Jean-Luc Dekeyser

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Tags: Code generation, Computer science, Conjugate gradient solver, nVidia, OpenCL, Tesla S1070

May 24, 2011 by hgpu

Multilevel Granularity Parallelism Synthesis on FPGAs

Alexandros Papakonstantinou, Yun Liang, John A. Stratton, Karthik Gururaj, Deming Chen, Wen-Mei W. Hwu, Jason Cong

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Tags: Code generation, Compilers, Computer science, CUDA, FPGA, nVidia, nVidia GeForce 9800 GX2

May 21, 2011 by hgpu

Synthesis of Platform Architectures from OpenCL Programs

Muhsen Owaida, Nikolaos Bellas, Konstantis Daloukas, Christos D. Antonopoulos

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Tags: Code generation, Compilers, Computer science, Electronic design automation, Embedded high-performance computing, FPGA, Heterogeneous systems, OpenCL

May 21, 2011 by hgpu

Whole-function vectorization

Ralf Karrenberg, Sebastian Hack

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Tags: Code generation, Computer science, OpenCL, Programming techniques

May 11, 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

An auto-tuning framework for parallel multicore stencil computations

hiCUDA: High-Level GPGPU Programming

Automatic code generation for solvers of cardiac cellular membrane dynamics in GPUs

SCGPSim: A fast SystemC simulator on GPUs

Automatic Multi-GPU Code Generation applied to Simulation of Electrical Machines

On Expressing Different Concurrency Paradigms on Virtual Execution Systems (thesis)

On Expressing Different Concurrency Paradigms on Virtual Execution Systems

A framework for parallel unstructured grid applications on GPUs

A Modeling Approach based on UML/MARTE for GPU Architecture

Multilevel Granularity Parallelism Synthesis on FPGAs

Synthesis of Platform Architectures from OpenCL Programs

Whole-function vectorization

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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