import timm from .swin_common import _make_swin_backbone def _make_pretrained_swin2l24_384(pretrained, hooks=None): model = timm.create_model("swinv2_large_window12to24_192to384_22kft1k", pretrained=pretrained) hooks = [1, 1, 17, 1] if hooks == None else hooks return _make_swin_backbone( model, hooks=hooks ) def _make_pretrained_swin2b24_384(pretrained, hooks=None): model = timm.create_model("swinv2_base_window12to24_192to384_22kft1k", pretrained=pretrained) hooks = [1, 1, 17, 1] if hooks == None else hooks return _make_swin_backbone( model, hooks=hooks ) def _make_pretrained_swin2t16_256(pretrained, hooks=None): model = timm.create_model("swinv2_tiny_window16_256", pretrained=pretrained) hooks = [1, 1, 5, 1] if hooks == None else hooks return _make_swin_backbone( model, hooks=hooks, patch_grid=[64, 64] )