[WIP] Attempt at cleaning backbone utils #43323
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What does this PR do?
Backbone utils logic looks a bit complex and we have some args that can be easily merged into one (
backbone_configandbacbone_kwargs)I will try to remove stuff, specifically:
backbone_kwargsand move it intobackbone_configin each model's config (e.g. backbone_config = CONFIG_MAPPINGmodel_type)use_pretrained_backboneand infer it frombackbone_checkpoint is not None. I think loading a pretrained or random weights should be dependent on whether you callfrom_pretrained(model_id)or__init__(config)config.use_timm_backboneis necessary or if callingAutoBackbone.from_pretrained()can automatically infer model type from config