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Layer

Bases: ABC

Attributes:

Name Type Description
input_size int | ModelImageSize
output_size int | ModelImageSize | Choice[int]
Source code in src/safeds/ml/nn/layers/_layer.py 
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class Layer(ABC):
    @abstractmethod
    def __init__(self) -> None:
        pass  # pragma: no cover

    @abstractmethod
    def _get_internal_layer(self, **kwargs: Any) -> nn.Module:
        pass  # pragma: no cover

    @property
    @abstractmethod
    def input_size(self) -> int | ModelImageSize:
        pass  # pragma: no cover

    @property
    @abstractmethod
    def output_size(self) -> int | ModelImageSize | Choice[int]:
        pass  # pragma: no cover

    @abstractmethod
    def _set_input_size(self, input_size: int | ModelImageSize) -> None:
        pass  # pragma: no cover

    @abstractmethod
    def _contains_choices(self) -> bool:
        pass  # pragma: no cover

    @abstractmethod
    def _get_layers_for_all_choices(self) -> list[Self]:
        pass  # pragma: no cover

    @abstractmethod
    def __hash__(self) -> int:
        pass  # pragma: no cover

    @abstractmethod
    def __eq__(self, other: object) -> bool:
        pass  # pragma: no cover

    @abstractmethod
    def __sizeof__(self) -> int:
        pass  # pragma: no cover

input_size

output_size