random_patching_config

class FixedRandomPatchingConfig(_PatchedConfig):
    """Fixed random patching Pydantic model.

    Attributes
    ----------
    name : "fixed_random"
        The name of the patching strategy.
    patch_size : sequence of int
        The size of the patch in each spatial dimension, each patch size must be a power
        of 2 and larger than 8.
    """

    name: Literal["fixed_random"] = "fixed_random"
    """The name of the patching strategy."""

    seed: int | None = Field(default=None, gt=0)
    """The random seed to use for patch sampling."""

class RandomPatchingConfig(_PatchedConfig):
    """Random patching Pydantic model.

    Attributes
    ----------
    name : "random"
        The name of the patching strategy.
    patch_size : sequence of int
        The size of the patch in each spatial dimension, each patch size must be a power
        of 2 and larger than 8.
    """

    name: Literal["random"] = "random"
    """The name of the patching strategy."""

    seed: int | None = Field(default=None, gt=0)
    """Random seed for patch sampling, set to None for random seeding."""