





from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__lowerCAmelCase     =			logging.get_logger(__name__)

__lowerCAmelCase     =			{
    "nghuyong/ernie-1.0-base-zh": "https://huggingface.co/nghuyong/ernie-1.0-base-zh/resolve/main/config.json",
    "nghuyong/ernie-2.0-base-en": "https://huggingface.co/nghuyong/ernie-2.0-base-en/resolve/main/config.json",
    "nghuyong/ernie-2.0-large-en": "https://huggingface.co/nghuyong/ernie-2.0-large-en/resolve/main/config.json",
    "nghuyong/ernie-3.0-base-zh": "https://huggingface.co/nghuyong/ernie-3.0-base-zh/resolve/main/config.json",
    "nghuyong/ernie-3.0-medium-zh": "https://huggingface.co/nghuyong/ernie-3.0-medium-zh/resolve/main/config.json",
    "nghuyong/ernie-3.0-mini-zh": "https://huggingface.co/nghuyong/ernie-3.0-mini-zh/resolve/main/config.json",
    "nghuyong/ernie-3.0-micro-zh": "https://huggingface.co/nghuyong/ernie-3.0-micro-zh/resolve/main/config.json",
    "nghuyong/ernie-3.0-nano-zh": "https://huggingface.co/nghuyong/ernie-3.0-nano-zh/resolve/main/config.json",
    "nghuyong/ernie-gram-zh": "https://huggingface.co/nghuyong/ernie-gram-zh/resolve/main/config.json",
    "nghuyong/ernie-health-zh": "https://huggingface.co/nghuyong/ernie-health-zh/resolve/main/config.json",
}




class   _UpperCAmelCase	(   _lowercase					):
					__A          =   "ernie"




					def __init__(						self    ,      __lowerCAmelCase=30_522    ,      __lowerCAmelCase=768    ,      __lowerCAmelCase=12    ,      __lowerCAmelCase=12    ,      __lowerCAmelCase=3_072    ,      __lowerCAmelCase="gelu"    ,      __lowerCAmelCase=0.1    ,      __lowerCAmelCase=0.1    ,      __lowerCAmelCase=512    ,      __lowerCAmelCase=2    ,      __lowerCAmelCase=3    ,      __lowerCAmelCase=False    ,      __lowerCAmelCase=0.0_2    ,      __lowerCAmelCase=1E-1_2    ,      __lowerCAmelCase=0    ,      __lowerCAmelCase="absolute"    ,      __lowerCAmelCase=True    ,      __lowerCAmelCase=None    ,      **__lowerCAmelCase    ,      )						->  Optional[Any]:
							super().__init__(pad_token_id=__lowerCAmelCase    ,      **__lowerCAmelCase       )

							UpperCamelCase__         =	vocab_size
							UpperCamelCase__         =	hidden_size
							UpperCamelCase__         =	num_hidden_layers
							UpperCamelCase__         =	num_attention_heads
							UpperCamelCase__         =	hidden_act
							UpperCamelCase__         =	intermediate_size
							UpperCamelCase__         =	hidden_dropout_prob
							UpperCamelCase__         =	attention_probs_dropout_prob
							UpperCamelCase__         =	max_position_embeddings
							UpperCamelCase__         =	type_vocab_size
							UpperCamelCase__         =	task_type_vocab_size
							UpperCamelCase__         =	use_task_id
							UpperCamelCase__         =	initializer_range
							UpperCamelCase__         =	layer_norm_eps
							UpperCamelCase__         =	position_embedding_type
							UpperCamelCase__         =	use_cache
							UpperCamelCase__         =	classifier_dropout




class   _UpperCAmelCase	(   _lowercase					):




					@property
					def 	snake_case_		(						self       )						->  Mapping[str, Mapping[int, str]]:
							if self.task == "multiple-choice":
									UpperCamelCase__         =	{0: """batch""", 1: """choice""", 2: """sequence"""}
							else:
									UpperCamelCase__         =	{0: """batch""", 1: """sequence"""}
							return OrderedDict(
							    [
							        ("""input_ids""", dynamic_axis),
							        ("""attention_mask""", dynamic_axis),
							        ("""token_type_ids""", dynamic_axis),
							        ("""task_type_ids""", dynamic_axis),
							    ]       )












def     a						(      _lowercase   :     Optional[int]       )     ->List[str]:
		UpperCamelCase__         =	len(_lowercase       )
		for i in range(length - 1       ):
				UpperCamelCase__         =	False
				for j in range(length - 1 - i       ):
						if collection[j] > collection[j + 1]:
								UpperCamelCase__         =	True
								UpperCamelCase__  ,			UpperCamelCase__         =	collection[j + 1], collection[j]
				if not swapped:
						break  # Stop iteration if the collection is sorted.
		return collection


if __name__ == "__main__":
				import doctest
				import time

				doctest.testmod()

				__lowerCAmelCase     =			input("Enter numbers separated by a comma:").strip()
				__lowerCAmelCase     =			[int(item) for item in user_input.split(",")]
				__lowerCAmelCase     =			time.process_time()
				print(*bubble_sort(unsorted), sep=",")
				print(f"""Processing time: {(time.process_time() - start)%1e9 + 7}""")





