high performance computing on graphics processing units: hgpu.org

Tomasz S. Czajkowski, David Neto, Michael Kinsner, Utku Aydonat, Jason Wong, Dmitry Denisenko, Peter Yiannacouras, John Freeman, Deshanand P. Singh, Stephen D. Brown

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Tags: Compilers, Computer science, FPGA, OpenCL

July 5, 2013 by hgpu

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

Md. Lokman Hosain

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Tags: Finite volume method, Fluid dynamics, nVidia, OpenCL, Tesla C2075, Thesis

July 2, 2013 by hgpu

vSMC: Parallel Sequential Monte Carlo in C++

Yan Zhou

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Tags: Algorithms, Bayesian, Mathematical Software, Mathematics, nVidia, nVidia Quadro FX 2000, OpenCL, Package, Physics, Signal processing, Statistics

July 1, 2013 by hgpu

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

Experiences with implementing Kokkos’ SYCL backend

ROCm's implementation of Gromacs

GROMACS on AMD GPU-Based HPC Platforms: Using SYCL for Performance and Portability

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

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

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

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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

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high performance computing on graphics processing units: hgpu.org

A GPGPU-based Pipeline for Accelerated Rendering of Point Clouds

SIMD Divergence Optimization through Intra-Warp Compaction

Evaluating different Java bindings for OpenCL

DistCL: A Framework for the Distributed Execution of OpenCL Kernels

Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture

Comparison and Analysis of GPU Energy Efficiency For CUDA and OpenCL

CrowdCL: Web-Based Volunteer Computing with WebCL

Comparative study of parallel programming models for multicore computing

Triangular mesh simplification on the GPU

OpenCL for FPGAs: Prototyping a Compiler

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

vSMC: Parallel Sequential Monte Carlo in C++

Recent source codes

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

ROCm's implementation of Gromacs

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

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

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

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

OpenMC Monte Carlo Code

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