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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]
)