The Definitive Guide toAI Data Centers
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GuideGlossaryWebDataset

WebDataset

A shard-based training data format that packs many small samples into large sequential archives, so the data loader reads streams instead of hammering the file system's metadata plane.

Current numbers

< 50% vs > 90%GPU utilization: naive CSV/small-file loading vs sharded WebDataset/TFRecord + DALI; shard sweet spot ~100 MB–1 GBas of 2025 · register ↗

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