ASV Benchmark for High-Resolution Grids

[philipc2]

Overview

The highest resolution grid benchmarked by our current benchmarks is a 120km MPAS Ocean Grid. To get a better idea of UXarray's performance at scale, benchmarks should be written using these grids. Additionally, testing across large numbers of timesteps and other dimensions would be good for analysis operators.

High-Resolution MPAS Atmosphere Grids

Element / Resolution	30km	15km	7.5km	3.75km
Faces	655,362	2,621,442	10,485,762	41,943,042
Nodes	1,310,720	5,242,880	20,971,520	83,886,080

NCAR HPC Enviroment

The data mentioned above is available on NCAR HPC systems. We should write a benchmark suite that can be executed on NCAR HPC systems.