resnext_101_32x4d¶
The resnext_101_32x4d function constructs a ResNeXt-101 model with 32 groups and a base width of 4.
Total Parameters: 44,177,704
Function Signature¶
@register_model
def resnext_101_32x4d(num_classes: int = 1000, **kwargs) -> ResNeXt
Parameters¶
num_classes (int, optional): Number of output classes for the final fully connected layer. Default is 1000.
kwargs (dict, optional): Additional keyword arguments forwarded to ResNeXtConfig, excluding the preset layers, cardinality, and base_width fields.
Returns¶
ResNeXt: A ResNeXt-101 model instance with the preset (layers=[3, 4, 23, 3], cardinality=32, base_width=4).