Pipeline Parallelism

Between layer 15 and layer 16 of the course model, one pair of tensors leaves and nothing else does. Give that boundary to a cable and the model runs on two devices, each holding whole layers, with far fewer bytes crossing per step than the within-layer division in the tensor parallelism lesson needed. What the cable costs is order: the…

In this lesson

  • The partition rule
  • What each stage holds
  • What crosses the boundary
  • One request through two stages
  • Filling the pipe

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