SwinUNETR requires 'img_size' argument, then refuses to use it because it is deprecated

[louisfabrice13]

Describe the bug SwinUNETR requires 'img_size' argument, then refuses to use it because it is deprecated

To Reproduce Define a SwinUNETR model with 'img_size' argument, and without it.

Expected behavior I would expect at most a deprecation warning, without the model breaking if img_size is indeed input, and a smooth instantiation without img_size.

Screenshots

DeprecatedError Traceback (most recent call last) Cell In[26], line 1 ----> 1 totrain_model = monai.networks.nets.SwinUNETR(img_size=(96,96,96), in_channels=4, out_channels=3, 2 depths=(2, 2, 2, 2), num_heads=(3, 6, 12, 24), 3 feature_size=48, norm_name='instance', 4 drop_rate=0.0, attn_drop_rate=0.0, dropout_path_rate=0.0, 5 normalize=True, use_checkpoint=False, spatial_dims=3, downsample='merging', use_v2=True) 7 def count_pms(model): 8 return sum(p.numel() for p in model.parameters() if p.requires_grad)

File ~/miniconda3/envs/mri_ssl/lib/python3.11/site-packages/monai/utils/deprecate_utils.py:219, in deprecated_arg.._decorator.._wrapper(*args, **kwargs) 217 if positional_found or kw_found: 218 if is_removed: --> 219 raise DeprecatedError(msg) 220 if is_deprecated: 221 warn_deprecated(argname, msg, warning_category)

DeprecatedError: Argument img_size was removed in version 1.5. The img_size argument is not required anymore and checks on the input size are run during forward().

OR

TypeError Traceback (most recent call last) Cell In[28], line 1 ----> 1 totrain_model = monai.networks.nets.SwinUNETR(in_channels=4, out_channels=3, 2 depths=(2, 2, 2, 2), num_heads=(3, 6, 12, 24), 3 feature_size=48, norm_name='instance', 4 drop_rate=0.0, attn_drop_rate=0.0, dropout_path_rate=0.0, 5 normalize=True, use_checkpoint=False, spatial_dims=3, downsample='merging', use_v2=True) 7 def count_pms(model): 8 return sum(p.numel() for p in model.parameters() if p.requires_grad)

File ~/miniconda3/envs/mri_ssl/lib/python3.11/site-packages/monai/utils/deprecate_utils.py:208, in deprecated_arg.._decorator.._wrapper(*args, *kwargs) 205 except TypeError: 206 # multiple values for new_name using both args and kwargs 207 kwargs.pop(new_name, None) --> 208 binding = sig.bind(args, **kwargs).arguments 209 positional_found = name in binding 210 kw_found = False

File ~/miniconda3/envs/mri_ssl/lib/python3.11/inspect.py:3195, in Signature.bind(self, *args, *kwargs) 3190 def bind(self, /, args, **kwargs): 3191 """Get a BoundArguments object, that maps the passed args 3192 and kwargs to the function's signature. Raises TypeError 3193 if the passed arguments can not be bound. 3194 """ -> 3195 return self._bind(args, kwargs)

File ~/miniconda3/envs/mri_ssl/lib/python3.11/inspect.py:3110, in Signature._bind(self, args, kwargs, partial) 3108 msg = 'missing a required argument: {arg!r}' 3109 msg = msg.format(arg=param.name) -> 3110 raise TypeError(msg) from None 3111 else: 3112 # We have a positional argument to process 3113 try:

TypeError: missing a required argument: 'img_size'

Environment (please complete the following information):

• Python 3.11
  • MONAI version '1.5.dev2442'