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ASV Benchmark for High-Resolution Grids #956

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philipc2 opened this issue Sep 15, 2024 · 0 comments · May be fixed by #958
Open

ASV Benchmark for High-Resolution Grids #956

philipc2 opened this issue Sep 15, 2024 · 0 comments · May be fixed by #958
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Benchmarks

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@philipc2
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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.
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Status: 📝 To-Do
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DRAFT: ASV Benchmark for High Resolution MPAS Atmosphere Grids UXARRAY/uxarray
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