high performance computing on graphics processing units: hgpu.org

Kshiteej Mahajan, Arjun Singhvi, Arjun Balasubramanian, Varun Batra, Surya Teja Chavali, Shivaram Venkataraman, Aditya Akella, Amar Phanishayee, Shuchi Chawla

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Tags: Computer science, GPU cluster, Machine learning, nVidia, Task scheduling, Tesla K80, Tesla M60

July 4, 2019 by hgpu

Automated Generation of OpenCL Programs Based on Algebra-Algorithmic Approach

Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko

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Tags: Code generation, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 840 M, OpenCL

June 30, 2019 by hgpu

WCCV: Improving the Vectorization of IF-statements with Warp-Coherent Conditions

Huihui Sun, Florian Fey, Jie Zhao, Sergei Gorlatch

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Tags: Benchmarking, Code generation, Computer science, LLVM, OpenCL, Package, Performance

June 30, 2019 by hgpu

Memory Bandwidth and Latency in HPC: System Requirements and Performance Impact

Milan Radulovic

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Tags: Computer science, HPC, Intel Xeon Phi, Performance, Thesis

June 30, 2019 by hgpu

OpenABLext: An extension to OpenABL, a framework to generate high- performance code for agent-based simulations

OpenABLext: An automatic code generation framework for agent-based simulations on CPU-GPU-FPGA heterogeneous platforms

SOFF: SNU OpenCL Framework for FPGAs

SOFF: An OpenCL High-Level Synthesis Framework for FPGAs

GCOOSpDM: Sparse-dense matrix-matrix multiplication on GPUs

Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format

Programming Your GPU with OpenMP: A Hands-On Introduction

Evaluating the performance of HPC-style SYCL applications

sycl-bench: SYCL Benchmark Suite

SYCL-Bench: A Versatile Single-Source Benchmark Suite for Heterogeneous Computing

BlaBla: A Python package for clinical linguistic feature extraction in multiple languages

BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages

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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

2020

December

14-16

Bangkok, Thailand

International Joint Conference on Signals, Systems and Computers (CSSC’20), 2020

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high performance computing on graphics processing units: hgpu.org

Applications

PANNA: Properties from Artificial Neural Network Architectures

Exploring Portability and Performance of OpenCL FPGA Kernels on Intel HARPv2

Novel Methodologies for Predictable CPU-To-GPU Command Offloading

Efficient Spatial Anti-Aliasing Rendering for Line Joins on Vector Maps

FusionAccel: A General Re-configurable Deep Learning Inference Accelerator on FPGA for Convolutional Neural Networks

A Unified Optimization Approach for CNN Model Inference on Integrated GPUs

PIConGPU: Predictive Simulations of Laser-Particle Accelerators with Manycore Hardware

Semantic Product Search

Themis: Fair and Efficient GPU Cluster Scheduling for Machine Learning Workloads

Automated Generation of OpenCL Programs Based on Algebra-Algorithmic Approach

WCCV: Improving the Vectorization of IF-statements with Warp-Coherent Conditions

Memory Bandwidth and Latency in HPC: System Requirements and Performance Impact

Recent source codes

Ginkgo: a high-performance linear algebra library for manycore systems

GROMACS with CUDA-aware MPI direct GPU communication support

Rodinia_SYCL: The Rodinia Benchmark Suite in SYCL

Neural Architecture Search Without Training

OpenABLext: An extension to OpenABL, a framework to generate high- performance code for agent-based simulations

SOFF: SNU OpenCL Framework for FPGAs

GCOOSpDM: Sparse-dense matrix-matrix multiplication on GPUs

Programming Your GPU with OpenMP: A Hands-On Introduction

sycl-bench: SYCL Benchmark Suite

BlaBla: A Python package for clinical linguistic feature extraction in multiple languages

Most viewed papers (last 30 days)

Featured events

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

International Joint Conference on Signals, Systems and Computers (CSSC’20), 2020