



'''simple docstring'''


from abc import ABC, abstractmethod
from typing import Optional, Union

from .. import Dataset, DatasetDict, Features, IterableDataset, IterableDatasetDict, NamedSplit
from ..utils.typing import NestedDataStructureLike, PathLike




class      __UpperCamelCase       (_UpperCAmelCase			):







	def __init__(    self ,				_lowerCAmelCase = None ,				_lowerCAmelCase = None ,				_lowerCAmelCase = None ,				_lowerCAmelCase = None ,				_lowerCAmelCase = False ,				_lowerCAmelCase = False ,				_lowerCAmelCase = None ,				**_lowerCAmelCase ,				)    ->    int:
							'''simple docstring'''






							lowercase        =							path_or_paths
							lowercase        =							split if split or isinstance(_lowerCAmelCase ,				_lowerCAmelCase						) else """train"""
							lowercase        =							features
							lowercase        =							cache_dir
							lowercase        =							keep_in_memory
							lowercase        =							streaming
							lowercase        =							num_proc
							lowercase        =							kwargs







	@abstractmethod
	def   _a   (    self						)    ->    Union[Dataset, DatasetDict, IterableDataset, IterableDatasetDict]:
							'''simple docstring'''






							pass




class      __UpperCamelCase       (_UpperCAmelCase			):







	def __init__(    self ,				_lowerCAmelCase = None ,				_lowerCAmelCase = None ,				_lowerCAmelCase = False ,				_lowerCAmelCase = False ,				_lowerCAmelCase = None ,				**_lowerCAmelCase ,				)    ->    List[str]:
							'''simple docstring'''






							lowercase        =							features
							lowercase        =							cache_dir
							lowercase        =							keep_in_memory
							lowercase        =							streaming
							lowercase        =							num_proc
							lowercase        =							kwargs







	@abstractmethod
	def   _a   (    self						)    ->    Union[Dataset, IterableDataset]:
							'''simple docstring'''






							pass







'''simple docstring'''


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


lowercase_      :				Any   					=    logging.get_logger(__name__)

lowercase_      :				str   					=    {
    '''sayakpaul/vit-msn-base''': '''https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json''',
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}




class      __UpperCamelCase       (_UpperCAmelCase			):
	__A			  =					'''vit_msn'''







	def __init__(    self ,				_lowerCAmelCase=768 ,				_lowerCAmelCase=12 ,				_lowerCAmelCase=12 ,				_lowerCAmelCase=3072 ,				_lowerCAmelCase="gelu" ,				_lowerCAmelCase=0.0 ,				_lowerCAmelCase=0.0 ,				_lowerCAmelCase=0.02 ,				_lowerCAmelCase=1E-06 ,				_lowerCAmelCase=224 ,				_lowerCAmelCase=16 ,				_lowerCAmelCase=3 ,				_lowerCAmelCase=True ,				**_lowerCAmelCase ,				)    ->    List[Any]:
							'''simple docstring'''






							super().__init__(**_lowerCAmelCase						)

							lowercase        =							hidden_size
							lowercase        =							num_hidden_layers
							lowercase        =							num_attention_heads
							lowercase        =							intermediate_size
							lowercase        =							hidden_act
							lowercase        =							hidden_dropout_prob
							lowercase        =							attention_probs_dropout_prob
							lowercase        =							initializer_range
							lowercase        =							layer_norm_eps
							lowercase        =							image_size
							lowercase        =							patch_size
							lowercase        =							num_channels
							lowercase        =							qkv_bias


