A Data-Centric Optimization Framework for Machine Learning

20 October 2021

Papers citing "A Data-Centric Optimization Framework for Machine Learning"

7 / 7 papers shown

Title
Streaming Task Graph Scheduling for Dataflow Architectures T. De Matteis Lukas Gianinazzi Johannes de Fine Licht Torsten Hoefler GNN 14 3 0 05 Jun 2023
Bridging Control-Centric and Data-Centric Optimization Tal Ben-Nun Berke Ates A. Calotoiu Torsten Hoefler 23 7 0 01 Jun 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
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 24 16 0 09 May 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 244 643 0 21 Apr 2021
Equality Saturation for Tensor Graph Superoptimization Yichen Yang Mangpo Phitchaya Phothilimtha Y. Wang Max Willsey Sudip Roy Jacques Pienaar 38 80 0 05 Jan 2021