Add matrix-field benchmark #2294
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This PR adds a matrix field benchmark that is currently impressively slow on the A100 (on pretty low resolution):
For reference / comparison, pointwise operations for a single assign can be (easily) as low as
100μs
. This benchmark only requires 3 reads (2 fields +1 boundary read) and 1 write (4 reads+writes total). So, I'd estimate that this should take at most400μs
(100x faster).I'd like to do a couple things:
This is related to CliMA/ClimaLand.jl#1097.