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Performance Attributes

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Authors:

(1) Simone Silvestri, Massachusetts Institute of Technology, Cambridge, MA, USA;

(2) Gregory Wagner, Massachusetts Institute of Technology, Cambridge, MA, USA;

(3) Christopher Hill, Massachusetts Institute of Technology, Cambridge, MA, USA;

(4) Matin Raayai Ardakani, Northeastern University, Boston, MA, USA;

(5) Johannes Blaschke, Lawrence Berkeley National Laboratory, Berkeley, CA, USA;

(6) Valentin Churavy, Massachusetts Institute of Technology, Cambridge, MA, USA;

(7) Jean-Michel Campin, Massachusetts Institute of Technology, Cambridge, MA, USA;

(8) Navid Constantinou, Australian National University, Canberra, ACT, Australia;

(9) Alan Edelman, Massachusetts Institute of Technology, Cambridge, MA, USA;

(10) John Marshall, Massachusetts Institute of Technology, Cambridge, MA, USA;

(11) Ali Ramadhan, Massachusetts Institute of Technology, Cambridge, MA, USA;

(12) Andre Souza, Massachusetts Institute of Technology, Cambridge, MA, USA;

(13) Raffaele Ferrari, Massachusetts Institute of Technology, Cambridge, MA, USA.

Table of Links

Abstract and 1 Justification

2 Performance Attributes

3 Overview of the Problem

4 Current State of the Art

5 Innovations

5.1 Starting from scratch with Julia

5.2 New numerical methods for finite volume fluid dynamics on the sphere

5.3 Optimization of ocean free surface dynamics for unprecedented GPU scalability

6 How performance was measured

7 Performance Results and 7.1 Scaling Results

7.2 Energy efficiency

8 Implications

9 Acknowledgments and References

2 Performance Attributes


This paper is available on arxiv under CC BY 4.0 DEED license.


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