What is the selected model when just the base model's name is written?

[mjack3]

Hello,

What model from the list below is chosen if create_model("resnet18", pretrained=True) is written?

['legacy_seresnet18.in1k', 'resnet18.a1_in1k', 'resnet18.a2_in1k', 'resnet18.a3_in1k', 'resnet18.fb_ssl_yfcc100m_ft_in1k', 'resnet18.fb_swsl_ig1b_ft_in1k', 'resnet18.gluon_in1k', 'resnet18.tv_in1k', 'resnet18d.ra2_in1k', 'skresnet18.ra_in1k']

The list above is after writing timm.list_models('*resnet18*', pretrained=True)

Thanks

[rwightman]

The priority order is currently lost in the list modules fn,

The official order for a given model can be found via
timm.models._registry._model_with_tags['resnet50']

Above is obviously not a stable API. The order is based on the order in the default_cfgs (https://github.com/huggingface/pytorch-image-models/blob/main/timm/models/resnet.py#L594) .. the first 'tag' for a given architecture (base name) is what will be used if you don't specify the tag

It could be possible to tweak list_models to keep the tag priority order, would need to re-write a chunk to not use a set (so order isn't lost)