def tf_efficientnet_b1_ap(pretrained=False, **kwargs):
    """ EfficientNet-B1 AdvProp. Tensorflow compatible variant
    Paper: Adversarial Examples Improve Image Recognition (https://arxiv.org/abs/1911.09665)
    """
    kwargs['bn_eps'] = BN_EPS_TF_DEFAULT
    kwargs['pad_type'] = 'same'
    model = _gen_efficientnet(
        'tf_efficientnet_b1_ap', channel_multiplier=1.0, depth_multiplier=1.1, pretrained=pretrained, **kwargs)
    return model
 EfficientNet-B1 AdvProp. Tensorflow compatible variant
    Paper: Adversarial Examples Improve Image Recognition (https://arxiv.org/abs/1911.09665)
    
ControlNet-v1-1-nightly/annotator/normalbae/models/submodules/efficientnet_repo/geffnet/gen_efficientnet.py