Python FPGA Programming with Data-Centric Multi-Level Design

Python FPGA Programming with Data-Centric Multi-Level Design

28 December 2022

Johannes de Fine Licht

Carl-Johannes Johnsen

Torsten Hoefler

Papers citing "Python FPGA Programming with Data-Centric Multi-Level Design"

11 / 11 papers shown

Title
Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping Carl-Johannes Johnsen T. De Matteis Tal Ben-Nun Johannes de Fine Licht Torsten Hoefler 42 4 0 19 Sep 2022
A Data-Centric Optimization Framework for Machine Learning Oliver Rausch Tal Ben-Nun Nikoli Dryden Andrei Ivanov Shigang Li Torsten Hoefler AI4CE 36 16 0 20 Oct 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 101 97 0 01 Jul 2021
StencilFlow: Mapping Large Stencil Programs to Distributed Spatial Computing Systems Johannes de Fine Licht Andreas Kuster T. De Matteis Tal Ben-Nun Dominic Hofer Torsten Hoefler 55 27 0 28 Oct 2020
MLIR: A Compiler Infrastructure for the End of Moore's Law Chris Lattner M. Amini Uday Bondhugula Albert Cohen Andy Davis J. Pienaar River Riddle T. Shpeisman Nicolas Vasilache O. Zinenko VLM 61 250 0 25 Feb 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 64 41 0 18 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
hlslib: Software Engineering for Hardware Design Johannes de Fine Licht Torsten Hoefler VLM 49 19 0 10 Oct 2019
FBLAS: Streaming Linear Algebra on FPGA T. De Matteis Johannes de Fine Licht Torsten Hoefler 47 7 0 18 Jul 2019
Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures Tal Ben-Nun Johannes de Fine Licht A. Ziogas Timo Schneider Torsten Hoefler 71 103 0 27 Feb 2019
Transformations of High-Level Synthesis Codes for High-Performance Computing Johannes de Fine Licht Maciej Besta Simon Meierhans Torsten Hoefler 54 90 0 21 May 2018