Hydra

Hydra is a model parallel execution engine optimized for multi-task execution. It enables arbitrarily large models to be trained on a single GPU by supporting sequential data spilling, and generates near-optimal training schedules for sharded multi-model training using a novel scheduling strategy.

Talks and Papers

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Talks

  • Talk 1
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  • Talk 3
  • Talk 4

Papers

  • Paper 1
  • Paper 2
  • Paper 3
  • Paper 3