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Compute & Hardware

Distributed Training and Clusters

Data, tensor and pipeline parallelism, interconnects and failures at scale.

Expert 20 min For: Researchers ✎ In progress

🖥️Self-hosted computeSelf-hosted compute: decide → size → build → run, with calculators→

✎ This lesson is still being written. Below is the planned outline; it is not indexed by search engines yet.

What this lesson will cover

  1. Data parallelism and ZeRO
  2. Tensor and pipeline parallelism
  3. Interconnects
  4. Checkpointing and failures

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Data updated: Learn AI curriculum · Lesson news(UTC+8)