






# Lint as: python3
import itertools
import os
import re


UpperCAmelCase__      			=						re.compile(r'''([A-Z]+)([A-Z][a-z])''')
UpperCAmelCase__      			=						re.compile(r'''([a-z\d])([A-Z])''')

UpperCAmelCase__      			=						re.compile(r'''(?<!_)_(?!_)''')
UpperCAmelCase__      			=						re.compile(r'''(_{2,})''')

UpperCAmelCase__      			=						r'''^\w+(\.\w+)*$'''

UpperCAmelCase__      			=						r'''<>:/\|?*'''







def     a_   (__A      )				->						List[Any]:



					"""simple docstring"""
					__a					:						int      =					_uppercase_uppercase_re.sub(r"\1_\2"				,       __A      )
					__a					:						List[Any]      =					_lowercase_uppercase_re.sub(r"\1_\2"				,       __A      )
					return name.lower()







def     a_   (__A      )				->						Dict:



					"""simple docstring"""
					__a					:						Optional[Any]      =					_single_underscore_re.split(__A      )
					__a					:						Tuple      =					[_multiple_underscores_re.split(__A      ) for n in name]
					return "".join(n.capitalize() for n in itertools.chain.from_iterable(__A      ) if n != ""      )







def     a_   (__A      )				->						Union[str, Any]:



					"""simple docstring"""
					if os.path.basename(__A      ) != name:
										raise ValueError(f'Should be a dataset name, not a path: {name}'      )
					return camelcase_to_snakecase(__A      )







def     a_   (__A				,       __A      )				->						Union[str, Any]:



					"""simple docstring"""
					if os.path.basename(__A      ) != name:
										raise ValueError(f'Should be a dataset name, not a path: {name}'      )
					if not re.match(_split_re				,       __A      ):
										raise ValueError(f'Split name should match \'{_split_re}\'\' but got \'{split}\'.'      )
					return f'{filename_prefix_for_name(__A      )}-{split}'







def     a_   (__A				,       __A				,       __A				,       __A=None      )				->						Union[str, Any]:



					"""simple docstring"""
					__a					:						int      =					filename_prefix_for_split(__A				,       __A      )
					if filetype_suffix:
										prefix += f'.{filetype_suffix}'
					__a					:						List[Any]      =					os.path.join(__A				,       __A      )
					return f'{filepath}*'







def     a_   (__A				,       __A				,       __A				,       __A=None				,       __A=None      )				->						int:



					"""simple docstring"""
					__a					:						List[Any]      =					filename_prefix_for_split(__A				,       __A      )
					__a					:						Any      =					os.path.join(__A				,       __A      )

					if shard_lengths:
										__a					:						Tuple      =					len(__A      )
										__a					:						List[Any]      =					[f'{prefix}-{shard_id:05d}-of-{num_shards:05d}' for shard_id in range(__A      )]
										if filetype_suffix:
															__a					:						Any      =					[filename + f'.{filetype_suffix}' for filename in filenames]
										return filenames
					else:
										__a					:						str      =					prefix
										if filetype_suffix:
															filename += f'.{filetype_suffix}'
										return [filename]













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


UpperCAmelCase__      			=						logging.get_logger(__name__)

UpperCAmelCase__      			=						{
    '''vinvino02/glpn-kitti''': '''https://huggingface.co/vinvino02/glpn-kitti/resolve/main/config.json''',
    # See all GLPN models at https://huggingface.co/models?filter=glpn
}




class 							snake_case_       (    __UpperCamelCase      ):

						"""simple docstring"""



						snake_case__        =      """glpn"""



						def __init__(self:					Tuple ,					__UpperCAmelCase:					Tuple=3 ,					__UpperCAmelCase:					Dict=4 ,					__UpperCAmelCase:					Any=[2, 2, 2, 2] ,					__UpperCAmelCase:					Optional[int]=[8, 4, 2, 1] ,					__UpperCAmelCase:					Dict=[32, 64, 160, 256] ,					__UpperCAmelCase:					List[str]=[7, 3, 3, 3] ,					__UpperCAmelCase:					Dict=[4, 2, 2, 2] ,					__UpperCAmelCase:					Optional[int]=[1, 2, 5, 8] ,					__UpperCAmelCase:					Dict=[4, 4, 4, 4] ,					__UpperCAmelCase:					List[str]="gelu" ,					__UpperCAmelCase:					str=0.0 ,					__UpperCAmelCase:					List[Any]=0.0 ,					__UpperCAmelCase:					Dict=0.02 ,					__UpperCAmelCase:					List[str]=0.1 ,					__UpperCAmelCase:					Union[str, Any]=1E-6 ,					__UpperCAmelCase:					Dict=64 ,					__UpperCAmelCase:					Dict=10 ,					__UpperCAmelCase:					Union[str, Any]=-1 ,					**__UpperCAmelCase:					Dict ,					)    ->     str:




											'''simple docstring'''



											super().__init__(**__UpperCAmelCase   )

											__a					:						Optional[Any]      =					num_channels
											__a					:						Tuple      =					num_encoder_blocks
											__a					:						int      =					depths
											__a					:						Union[str, Any]      =					sr_ratios
											__a					:						str      =					hidden_sizes
											__a					:						List[Any]      =					patch_sizes
											__a					:						Optional[Any]      =					strides
											__a					:						Any      =					mlp_ratios
											__a					:						Any      =					num_attention_heads
											__a					:						Any      =					hidden_act
											__a					:						List[Any]      =					hidden_dropout_prob
											__a					:						int      =					attention_probs_dropout_prob
											__a					:						List[str]      =					initializer_range
											__a					:						Optional[int]      =					drop_path_rate
											__a					:						Any      =					layer_norm_eps
											__a					:						List[Any]      =					decoder_hidden_size
											__a					:						Any      =					max_depth
											__a					:						int      =					head_in_index





