Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures

27 February 2019

Tal Ben-Nun

Johannes de Fine Licht

Papers citing "Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures"

20 / 20 papers shown

Title
Allo: A Programming Model for Composable Accelerator Design Hongzheng Chen Niansong Zhang Shaojie Xiang Zhichen Zeng Mengjia Dai Zhiru Zhang 56 14 0 07 Apr 2024
Software Resource Disaggregation for HPC with Serverless Computing Marcin Copik Marcin Chrapek Larissa Schmid A. Calotoiu Torsten Hoefler 44 9 0 19 Jan 2024
CG-Kit: Code Generation Toolkit for Performant and Maintainable Variants of Source Code Applied to Flash-X Hydrodynamics Simulations Johann Rudi Youngjun Lee Aidan H. Chadha Mohamed Wahib K. Weide Jared P. OÑeal Anshu Dubey 15 1 0 07 Jan 2024
Maximum Flows in Parametric Graph Templates Tal Ben-Nun Lukas Gianinazzi Torsten Hoefler Yishai Oltchik 20 0 0 17 Jul 2023
Bridging Control-Centric and Data-Centric Optimization Tal Ben-Nun Berke Ates A. Calotoiu Torsten Hoefler 31 7 0 01 Jun 2023
Domain-specific implementation of high order Discontinuous Galerkin methods in spherical geometry Kalman Szenes Niccolò Discacciati Luca Bonaventura W. Sawyer 13 0 0 21 Mar 2023
Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization Lukas Trumper Tal Ben-Nun Philipp Schaad A. Calotoiu Torsten Hoefler 48 0 0 14 Mar 2023
Landscape of High-performance Python to Develop Data Science and Machine Learning Applications Oscar Castro P. Bruneau Jean-Sébastien Sottet D. Torregrossa 29 7 0 07 Feb 2023
Myths and Legends in High-Performance Computing Satoshi Matsuoka Jens Domke Mohamed Wahib Aleksandr Drozd Torsten Hoefler 29 14 0 06 Jan 2023
Python FPGA Programming with Data-Centric Multi-Level Design Johannes de Fine Licht T. De Matteis Tal Ben-Nun Andreas Kuster Oliver Rausch Manuel Burger Carl-Johannes Johnsen Torsten Hoefler 13 1 0 28 Dec 2022
Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping Carl-Johannes Johnsen T. De Matteis Tal Ben-Nun Johannes de Fine Licht Torsten Hoefler 16 4 0 19 Sep 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
Deinsum: Practically I/O Optimal Multilinear Algebra A. Ziogas Grzegorz Kwa'sniewski Tal Ben-Nun Timo Schneider Torsten Hoefler 18 4 0 16 Jun 2022
Productive Performance Engineering for Weather and Climate Modeling with Python Tal Ben-Nun Linus Groner Florian Deconinck Tobias Wicky Eddie Davis ... Lukas Trumper E. Wu O. Fuhrer T. Schulthess Torsten Hoefler 30 16 0 09 May 2022
Lifting C Semantics for Dataflow Optimization A. Calotoiu Tal Ben-Nun Grzegorz Kwa'sniewski Johannes de Fine Licht Timo Schneider Philipp Schaad Torsten Hoefler 27 6 0 22 Dec 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 56 95 0 01 Jul 2021
Data Movement Is All You Need: A Case Study on Optimizing Transformers A. Ivanov Nikoli Dryden Tal Ben-Nun Shigang Li Torsten Hoefler 36 131 0 30 Jun 2020
A Data-Centric Approach to Extreme-Scale Ab initio Dissipative Quantum Transport Simulations A. Ziogas Tal Ben-Nun G. Fernández Timo Schneider Mathieu Luisier Torsten Hoefler 14 41 0 18 Dec 2019
hlslib: Software Engineering for Hardware Design Johannes de Fine Licht Torsten Hoefler VLM 21 19 0 10 Oct 2019
Transformations of High-Level Synthesis Codes for High-Performance Computing Johannes de Fine Licht Maciej Besta Simon Meierhans Torsten Hoefler 10 90 0 21 May 2018