resample_abs_pos_embed does not apply when checkpoint_path is used

[Luciennnnnnn]

I'm creating a ViT model with following code:

model = timm.create_model('vit_base_patch16_224', pretrained=False, img_size=64,
                                  checkpoint_path=local_checkpoint_path,
                                  global_pool='avg')

Where I use a img_size 64.
I expect resample_abs_pos_embed will also applies to this use case like loading pretrained model from timm.

[rwightman]

@LuoXin-s you can use

timm.models.load_checkpoint(model, 'checkpoint.pth', filter_fn=timm.models.vision_transformer.checkpoint_filter_fn)

if no other adaptation is needed (ie # classes, input channel change, etc), or

timm.create_model(
  'vit_base_patch16_224', pretrained=True, img_size=64, global_pool='avg',
  pretrained_cfg_overlay=dict(file='checkpoint_path'),
)