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Benchmarks: broaden the dataset pool beyond ARCO-ERA5 #234

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@Mmoncadaisla

Most of the geospatial suite profiles against ARCO-ERA5 (plus one Sentinel-2 scene and WeatherBench 2 in specific cases). Datasets with different characteristics (chunking layout, dtype mix, dimensionality, compression, coordinate regularity) would help catch regressions and engine-specific behavior that ARCO-ERA5 alone does not surface.

Context: #227 (comment)

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  1. Mmoncadaisla commented on Aug 7, 2026

    @Mmoncadaisla
    CollaboratorAuthor

    We can use the matrix runs to tune DEFAULT_PREFETCH and batch_size defaults per dataset profile too, see #227 (comment)

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