high performance computing on graphics processing units: hgpu.org

Hartmut Kaiser, Patrick Diehl, Adrian S. Lemoine, Bryce Adelstein Lelbach, Parsa Amini, Agustín Berge, John Biddiscombe, Steven R. Brandt, Nikunj Gupta, Thomas Heller, Kevin Huck, Zahra Khatami, Alireza Kheirkhahan, Auriane Reverdell, Shahrzad Shirzad, Mikael Simberg, Bibek Wagle, Weile Wei, Tianyi Zhang

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Tags: Computer science, CUDA, nVidia, OpenCL, Package, Performance

September 13, 2020 by hgpu

GPA: A GPU Performance Advisor Based on Instruction Sampling

Keren Zhou, Xiaozhu Meng, Ryuichi Sai, John Mellor-Crummey

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Tags: Benchmarking, Computer science, nVidia, Performance, Tesla V100

September 13, 2020 by hgpu

Extending High-Level Synthesis for Task-Parallel Programs

pyschedcl-concurrent: A Scheduling Framework that leverages concurrency in data parallel systems

PySchedCL: Leveraging Concurrency in Heterogeneous Data-Parallel Systems

HPX - The C++ Standard Library for Parallelism and Concurrency

HPX – The C++ Standard Library for Parallelism and Concurrency

CS Roofline Toolkit

Accelerating High-Order Stencils on GPUs

Hierarchical Roofline Analysis: How to Collect Data using Performance Tools on Intel CPUs and NVIDIA GPUs

Towards automated kernel selection in machine learning systems: Supplementary code and dataset

Performance portability through machine learning guided kernel selection in SYCL libraries

Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer

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2020

December

10-14

Virtually in Barcelona, Spain

The 18th International Conference on High Performance Computing & Simulation (HPCS), 2020

2020

November

24-27

Naha, Okinawa, Japan

The Fifth International Workshop on GPU Computing and AI (GCA), 2020

2021

January

13-15

Shenzhen, China

2nd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA’21), 2021

2020

December

14-16

Bangkok, Thailand

International Conference on Cyber Physical Systems and IoT (CPSIOT’20), 2020

2020

December

14-16

Bangkok, Thailand

International Conference on Wireless Networks and Embedded Systems (ICWNES’20), 2020

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high performance computing on graphics processing units: hgpu.org

Applications

Extending High-Level Synthesis for Task-Parallel Programs

Performance Evaluation of Mixed Precision Algorithms for Solving Sparse Linear Systems

Adaptation of High Performance and High Capacity Reconfigurable Systems to OpenCL Programming Environments

Applications of Deep Neural Networks

Designing Efficient Barriers and Semaphores for Graphics Processing Units

A Comparison of Optimal Scanline Voxelization Algorithms

WarpCore: A Library for fast Hash Tables on GPUs

PySchedCL: Leveraging Concurrency in Heterogeneous Data-Parallel Systems

Tools for GPU Computing–Debugging and Performance Analysis of Heterogenous HPC Applications

Accelerating High-Order Stencils on GPUs

HPX – The C++ Standard Library for Parallelism and Concurrency

GPA: A GPU Performance Advisor Based on Instruction Sampling

Recent source codes

Extending High-Level Synthesis for Task-Parallel Programs

PyTransit

T81 558: Applications of Deep Neural Networks

Voxelization Using Optimal Scanline

pyschedcl-concurrent: A Scheduling Framework that leverages concurrency in data parallel systems

HPX - The C++ Standard Library for Parallelism and Concurrency

CS Roofline Toolkit

Hierarchical Roofline Analysis: How to Collect Data using Performance Tools on Intel CPUs and NVIDIA GPUs

Towards automated kernel selection in machine learning systems: Supplementary code and dataset

Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer

Most viewed papers (last 30 days)

Featured events

The 18th International Conference on High Performance Computing & Simulation (HPCS), 2020

The Fifth International Workshop on GPU Computing and AI (GCA), 2020

2nd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA’21), 2021

International Conference on Cyber Physical Systems and IoT (CPSIOT’20), 2020

International Conference on Wireless Networks and Embedded Systems (ICWNES’20), 2020