Pytorch Lightning

zenml.integrations.pytorch_lightning special

Initialization of the PyTorch Lightning integration.

PytorchLightningIntegration (Integration)

Definition of PyTorch Lightning integration for ZenML.

Source code in zenml/integrations/pytorch_lightning/__init__.py

class PytorchLightningIntegration(Integration):
    """Definition of PyTorch Lightning integration for ZenML."""

    NAME = PYTORCH_L
    REQUIREMENTS = ["pytorch_lightning"]

    @classmethod
    def activate(cls) -> None:
        """Activates the integration."""
        from zenml.integrations.pytorch_lightning import materializers  # noqa

activate() classmethod

Activates the integration.

Source code in zenml/integrations/pytorch_lightning/__init__.py

@classmethod
def activate(cls) -> None:
    """Activates the integration."""
    from zenml.integrations.pytorch_lightning import materializers  # noqa

materializers special

Initialization of the PyTorch Lightning Materializer.

pytorch_lightning_materializer

Implementation of the PyTorch Lightning Materializer.

PyTorchLightningMaterializer (BasePyTorchMaterliazer)

Materializer to read/write PyTorch models.

Source code in zenml/integrations/pytorch_lightning/materializers/pytorch_lightning_materializer.py

class PyTorchLightningMaterializer(BasePyTorchMaterliazer):
    """Materializer to read/write PyTorch models."""

    ASSOCIATED_TYPES: ClassVar[Tuple[Type[Any], ...]] = (Module,)
    ASSOCIATED_ARTIFACT_TYPE: ClassVar[ArtifactType] = ArtifactType.MODEL
    FILENAME: ClassVar[str] = CHECKPOINT_NAME