import copy
from typing import Dict

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import CONFIG_MAPPING
from ..bit import BitConfig


lowercase__    :       Optional[Any]						=			logging.get_logger(__name__)

lowercase__    :       str						=			{
    '''google/vit-hybrid-base-bit-384''': '''https://huggingface.co/vit-hybrid-base-bit-384/resolve/main/config.json''',
    # See all ViT hybrid models at https://huggingface.co/models?filter=vit
}




class      lowercase_						(						UpperCamelCase_		):



	"""simple docstring"""





	UpperCAmelCase_						:      Dict     =       """vit-hybrid"""


	def __init__(							self	,    __SCREAMING_SNAKE_CASE=None	,    __SCREAMING_SNAKE_CASE=768	,    __SCREAMING_SNAKE_CASE=12	,    __SCREAMING_SNAKE_CASE=12	,    __SCREAMING_SNAKE_CASE=3072	,    __SCREAMING_SNAKE_CASE="gelu"	,    __SCREAMING_SNAKE_CASE=0.0	,    __SCREAMING_SNAKE_CASE=0.0	,    __SCREAMING_SNAKE_CASE=0.0_2	,    __SCREAMING_SNAKE_CASE=1e-12	,    __SCREAMING_SNAKE_CASE=224	,    __SCREAMING_SNAKE_CASE=1	,    __SCREAMING_SNAKE_CASE=3	,    __SCREAMING_SNAKE_CASE=[1, 1024, 24, 24]	,    __SCREAMING_SNAKE_CASE=True	,    **__SCREAMING_SNAKE_CASE	,    )		->Tuple:
								super().__init__(**__SCREAMING_SNAKE_CASE       )

								if backbone_config is None:
															logger.info('''`backbone_config` is `None`. Initializing the config with a `BiT` backbone.'''       )
															lowerCAmelCase				=	{
															    '''global_padding''': '''same''',
															    '''layer_type''': '''bottleneck''',
															    '''depths''': [3, 4, 9],
															    '''out_features''': ['''stage3'''],
															    '''embedding_dynamic_padding''': True,
															}

								if isinstance(__SCREAMING_SNAKE_CASE	,    __SCREAMING_SNAKE_CASE       ):
															if "model_type" in backbone_config:
																						lowerCAmelCase				=	CONFIG_MAPPING[backbone_config['''model_type''']]
															else:
																						logger.info(
																						    '''`model_type` is not found in `backbone_config`. Use `Bit` as the backbone configuration class.'''       )
																						lowerCAmelCase				=	BitConfig
															lowerCAmelCase				=	backbone_config_class(**__SCREAMING_SNAKE_CASE       )

								lowerCAmelCase				=	backbone_featmap_shape
								lowerCAmelCase				=	backbone_config
								lowerCAmelCase				=	hidden_size
								lowerCAmelCase				=	num_hidden_layers
								lowerCAmelCase				=	num_attention_heads
								lowerCAmelCase				=	intermediate_size
								lowerCAmelCase				=	hidden_act
								lowerCAmelCase				=	hidden_dropout_prob
								lowerCAmelCase				=	attention_probs_dropout_prob
								lowerCAmelCase				=	initializer_range
								lowerCAmelCase				=	layer_norm_eps
								lowerCAmelCase				=	image_size
								lowerCAmelCase				=	patch_size
								lowerCAmelCase				=	num_channels
								lowerCAmelCase				=	qkv_bias




	def     SCREAMING_SNAKE_CASE_       (							self       )		->Dict[str, any]:
								lowerCAmelCase				=	copy.deepcopy(self.__dict__       )
								lowerCAmelCase				=	self.backbone_config.to_dict()
								lowerCAmelCase				=	self.__class__.model_type
								return output




from __future__ import annotations

from enum import Enum




class      lowercase_						(						UpperCamelCase_		):



	"""simple docstring"""





	UpperCAmelCase_						:      str     =       24
	UpperCAmelCase_						:      Dict     =       21
	UpperCAmelCase_						:      List[str]     =       18
	UpperCAmelCase_						:      Optional[int]     =       15
	UpperCAmelCase_						:      str     =       12
	UpperCAmelCase_						:      Union[str, Any]     =       9
	UpperCAmelCase_						:      List[Any]     =       6
	UpperCAmelCase_						:      Any     =       3
	UpperCAmelCase_						:      List[str]     =       2
	UpperCAmelCase_						:      Any     =       1
	UpperCAmelCase_						:      Any     =       -1
	UpperCAmelCase_						:      Any     =       -2
	UpperCAmelCase_						:      Optional[int]     =       -3
	UpperCAmelCase_						:      List[Any]     =       -6
	UpperCAmelCase_						:      Optional[int]     =       -9
	UpperCAmelCase_						:      str     =       -12
	UpperCAmelCase_						:      Union[str, Any]     =       -15
	UpperCAmelCase_						:      List[str]     =       -18
	UpperCAmelCase_						:      str     =       -21
	UpperCAmelCase_						:      Dict     =       -24




class      lowercase_						(						UpperCamelCase_		):



	"""simple docstring"""





	UpperCAmelCase_						:      List[str]     =       8
	UpperCAmelCase_						:      Union[str, Any]     =       7
	UpperCAmelCase_						:      int     =       6
	UpperCAmelCase_						:      int     =       5
	UpperCAmelCase_						:      Any     =       4
	UpperCAmelCase_						:      Dict     =       3
	UpperCAmelCase_						:      Tuple     =       2
	UpperCAmelCase_						:      Any     =       1

def      SCREAMING_SNAKE_CASE_  (		snake_case__     ,						snake_case__     ,						snake_case__     ,						)  ->			float:
							if isinstance(snake_case__     ,						snake_case__							):
														lowerCAmelCase				=	SIUnit[known_prefix.lower()]
							if isinstance(snake_case__     ,						snake_case__							):
														lowerCAmelCase				=	SIUnit[unknown_prefix.lower()]
							lowerCAmelCase				=	known_amount * (
							    1_0 ** (known_prefix.value - unknown_prefix.value)
							)
							return unknown_amount

def      SCREAMING_SNAKE_CASE_  (		snake_case__     ,						snake_case__     ,						snake_case__     ,						)  ->			float:
							if isinstance(snake_case__     ,						snake_case__							):
														lowerCAmelCase				=	BinaryUnit[known_prefix.lower()]
							if isinstance(snake_case__     ,						snake_case__							):
														lowerCAmelCase				=	BinaryUnit[unknown_prefix.lower()]
							lowerCAmelCase				=	known_amount * (
							    2 ** ((known_prefix.value - unknown_prefix.value) * 1_0)
							)
							return unknown_amount


if __name__ == "__main__":
	import doctest

	doctest.testmod()



