Precision

  • Precision — Base class for all plugins handling the precision-specific parts of the training.
  • DoublePrecision — Plugin for training with double (torch.float64) precision.
  • MixedPrecision — Plugin for Automatic Mixed Precision (AMP) training with torch.autocast.
  • HalfPrecision — Plugin for training with half precision.
  • XLAPrecision — Plugin for training with XLA.
  • FSDPPrecision — Precision plugin for training with Fully Sharded Data Parallel (FSDP).
  • DeepSpeedPrecision — Precision plugin for DeepSpeed integration.
  • TransformerEnginePrecision — Plugin for training with fp8 precision via nvidia’s Transformer Engine.
  • BitsandbytesPrecision — Plugin for quantizing weights with bitsandbytes.

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