


from ...configuration_utils import PretrainedConfig
from ...utils import logging


__UpperCamelCase    		=       logging.get_logger(__name__)

__UpperCamelCase    		=       {
    'microsoft/swinv2-tiny-patch4-window8-256': (
        'https://huggingface.co/microsoft/swinv2-tiny-patch4-window8-256/resolve/main/config.json'
    ),
}







class        lowerCamelCase__	(							UpperCAmelCase      ):






			"""simple docstring"""






			_UpperCamelCase		:					Dict    =		'swinv2'

			_UpperCamelCase		:					List[str]    =		{
			    'num_attention_heads': 'num_heads',
			    'num_hidden_layers': 'num_layers',
			}




			def __init__(							self      ,						snake_case=224      ,						snake_case=4      ,						snake_case=3      ,						snake_case=96      ,						snake_case=[2, 2, 6, 2]      ,						snake_case=[3, 6, 12, 24]      ,						snake_case=7      ,						snake_case=4.0      ,						snake_case=True      ,						snake_case=0.0      ,						snake_case=0.0      ,						snake_case=0.1      ,						snake_case="gelu"      ,						snake_case=False      ,						snake_case=0.02      ,						snake_case=1E-5      ,						snake_case=32      ,						**snake_case      ,						):

						'''simple docstring'''


						super().__init__(**snake_case     )

						UpperCamelCase__					=       image_size
						UpperCamelCase__					=       patch_size
						UpperCamelCase__					=       num_channels
						UpperCamelCase__					=       embed_dim
						UpperCamelCase__					=       depths
						UpperCamelCase__					=       len(snake_case     )
						UpperCamelCase__					=       num_heads
						UpperCamelCase__					=       window_size
						UpperCamelCase__					=       mlp_ratio
						UpperCamelCase__					=       qkv_bias
						UpperCamelCase__					=       hidden_dropout_prob
						UpperCamelCase__					=       attention_probs_dropout_prob
						UpperCamelCase__					=       drop_path_rate
						UpperCamelCase__					=       hidden_act
						UpperCamelCase__					=       use_absolute_embeddings
						UpperCamelCase__					=       layer_norm_eps
						UpperCamelCase__					=       initializer_range
						UpperCamelCase__					=       encoder_stride
						# we set the hidden_size attribute in order to make Swinv2 work with VisionEncoderDecoderModel
						# this indicates the channel dimension after the last stage of the model
						UpperCamelCase__					=       int(embed_dim * 2 ** (len(snake_case     ) - 1)     )
						UpperCamelCase__					=       (0, 0, 0, 0)






from typing import Any







class        lowerCamelCase__	:






			"""simple docstring"""






			def __init__(							self      ,						snake_case     ):

						'''simple docstring'''


						UpperCamelCase__					=       data
						UpperCamelCase__					=       None







class        lowerCamelCase__	:






			"""simple docstring"""






			def __init__(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       None




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       self.head
						while temp is not None:
									print(temp.data      ,						end=" "     )
									UpperCamelCase__					=       temp.next
						print()




			def 				snake_case__				(							self      ,						snake_case     ):

						'''simple docstring'''


						UpperCamelCase__					=       Node(snake_case     )
						UpperCamelCase__					=       self.head
						UpperCamelCase__					=       new_node







			def 				snake_case__				(							self      ,						snake_case      ,						snake_case     ):

						'''simple docstring'''


						if node_data_a == node_data_a:
									return
						else:
									UpperCamelCase__					=       self.head
									while node_a is not None and node_a.data != node_data_a:
												UpperCamelCase__					=       node_a.next

									UpperCamelCase__					=       self.head
									while node_a is not None and node_a.data != node_data_a:
												UpperCamelCase__					=       node_a.next

									if node_a is None or node_a is None:
												return

									UpperCamelCase__,      UpperCamelCase__					=       node_a.data, node_a.data


if __name__ == "__main__":
						__UpperCamelCase    		=       LinkedList()
						for i in range(5, 0, -1):
												ll.push(i)

						ll.print_list()

						ll.swap_nodes(1, 4)
						print('After swapping')
						ll.print_list()


