swin_large

lucid.models.swin_large(img_size: int = 224, num_classes: int = 1000, **kwargs) → SwinTransformer

The swin_large function constructs the Swin-Large preset. This preset uses the default SwinTransformerConfig stage layout for the large variant.

Total Parameters: 196,532,476

Function Signature

@register_model
def swin_large(img_size: int = 224, num_classes: int = 1000, **kwargs) -> SwinTransformer

Parameters

  • img_size (int, optional): Input image size. Default is 224.

  • num_classes (int, optional): Number of output classes for classification. Default is 1000.

  • kwargs (dict, optional): Additional keyword arguments forwarded to SwinTransformerConfig, excluding the preset embed_dim, depths, and num_heads fields.

Returns

  • SwinTransformer: A Swin Transformer model instance constructed from the large preset config.