coatnet_1_cls(pretrained: bool = False, overrides: object = {})CoAtNet-1 image classifier (Dai et al., 2021).
Backbone + standard CoAtNet head (GAP → LayerNorm → Linear+Tanh → classifier). Approximately 42M parameters, 83.3% ImageNet-1k top-1 at 224x224 (Table 5).