efficientformer_l3¶

lucid.models.efficientformer_l3(num_classes: int = 1000, **kwargs) → EfficientFormer¶

The efficientformer_l3 function constructs the L3 EfficientFormer preset.

Total Parameters: 30,893,000

Function Signature¶

@register_model
def efficientformer_l3(num_classes: int = 1000, **kwargs) -> EfficientFormer

Parameters¶

num_classes (int, optional): Number of output classes for classification. Default is 1000.
kwargs (dict, optional): Additional keyword arguments forwarded to EfficientFormerConfig, excluding the preset depths, embed_dims, and num_vit fields.

Returns¶

EfficientFormer: An EfficientFormer instance constructed from the L3 preset config.

Preset Config¶

depths: (4, 4, 12, 6)
embed_dims: (64, 128, 320, 512)
num_vit: 4