high performance computing on graphics processing units: hgpu.org

René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus

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Tags: Artificial intelligence, Computer science, Deep learning, Energy-efficient computing, Heterogeneous systems, nVidia, nVidia A100, nVidia V100, Package

December 11, 2022 by hgpu

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

Advances in Semantic Patching for HPC-oriented Refactorings with Coccinelle

DuoReduce: MLIR's benchmark

Hardware-Assisted Software Testing and Debugging for Heterogeneous Computing

Shamrock: Multi-GPU hydrodynamics for astrophysics

The Shamrock code: I- Smoothed Particle Hydrodynamics on GPUs

LLMPerf: GPU Performance Modeling meets Large Language Models

Hercules: A Compiler for Productive Programming of Heterogeneous Systems

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high performance computing on graphics processing units: hgpu.org

Portability and Scalability of OpenMP Offloading on State-of-the-art Accelerators

PopSparse: Accelerated block sparse matrix multiplication on IPU

Pgx: Hardware-accelerated parallel game simulation for reinforcement learning

Kernel Launcher: C++ Library for Optimal-Performance Portable CUDA Applications

Stellar Mergers with HPX-Kokkos and SYCL: Methods of using an Asynchronous Many-Task Runtime System with SYCL

Harmonic CUDA: Asynchronous Programming on GPUs

Revisiting Query Performance in GPU Database Systems

Analyzing Resource Utilization in an HPC System: A Case Study of NERSC’s Perlmutter

AutoDDL: Automatic Distributed Deep Learning with Asymptotically Optimal Communication

Understanding the Impact of Input Entropy on FPU, CPU, and GPU Power

GPU Load Balancing

Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads

Recent source codes

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

DuoReduce: MLIR's benchmark

Shamrock: Multi-GPU hydrodynamics for astrophysics

LLMPerf: GPU Performance Modeling meets Large Language Models

Hercules: A Compiler for Productive Programming of Heterogeneous Systems

Celerity Runtime: High-level C++ for Accelerator Clusters

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