
"""simple docstring"""


from typing import List, Union

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


lowerCAmelCase								=						logging.get_logger(__name__)

lowerCAmelCase								=						{
    """allenai/led-base-16384""": """https://huggingface.co/allenai/led-base-16384/resolve/main/config.json""",
    # See all LED models at https://huggingface.co/models?filter=led
}

class    A_     (					A__       ):



	"""simple docstring"""






	SCREAMING_SNAKE_CASE_     				=       """led"""
	SCREAMING_SNAKE_CASE_     				=       {
	    """num_attention_heads""": """encoder_attention_heads""",
	    """hidden_size""": """d_model""",
	    """attention_probs_dropout_prob""": """attention_dropout""",
	    """initializer_range""": """init_std""",
	}





	def __init__(  self  :Union[str, Any]					,							lowerCamelCase_  :Optional[int]=50_265					,							lowerCamelCase_  :List[str]=16_384					,							lowerCamelCase_  :Union[str, Any]=1_024					,							lowerCamelCase_  :str=12					,							lowerCamelCase_  :List[Any]=4_096					,							lowerCamelCase_  :int=16					,							lowerCamelCase_  :Optional[int]=12					,							lowerCamelCase_  :Optional[int]=4_096					,							lowerCamelCase_  :Dict=16					,							lowerCamelCase_  :List[str]=0.0					,							lowerCamelCase_  :Any=0.0					,							lowerCamelCase_  :Optional[Any]=True					,							lowerCamelCase_  :Dict=True					,							lowerCamelCase_  :Optional[Any]="gelu"					,							lowerCamelCase_  :Union[str, Any]=1_024					,							lowerCamelCase_  :Optional[Any]=0.1					,							lowerCamelCase_  :List[str]=0.0					,							lowerCamelCase_  :Union[str, Any]=0.0					,							lowerCamelCase_  :int=0.02					,							lowerCamelCase_  :Optional[Any]=2					,							lowerCamelCase_  :Tuple=0.0					,							lowerCamelCase_  :Optional[int]=1					,							lowerCamelCase_  :Tuple=0					,							lowerCamelCase_  :Any=2					,							lowerCamelCase_  :Union[List[int], int] = 512					,							**lowerCamelCase_  :List[str]					,							):





				"""simple docstring"""

				lowerCamelCase__     :					Union[str, Any]		=vocab_size
				lowerCamelCase__     :					Union[str, Any]		=max_encoder_position_embeddings
				lowerCamelCase__     :					Optional[int]		=max_decoder_position_embeddings
				lowerCamelCase__     :					Tuple		=d_model
				lowerCamelCase__     :					str		=encoder_ffn_dim
				lowerCamelCase__     :					Dict		=encoder_layers
				lowerCamelCase__     :					Tuple		=encoder_attention_heads
				lowerCamelCase__     :					str		=decoder_ffn_dim
				lowerCamelCase__     :					List[str]		=decoder_layers
				lowerCamelCase__     :					str		=decoder_attention_heads
				lowerCamelCase__     :					Tuple		=dropout
				lowerCamelCase__     :					List[Any]		=attention_dropout
				lowerCamelCase__     :					str		=activation_dropout
				lowerCamelCase__     :					Dict		=activation_function
				lowerCamelCase__     :					Dict		=init_std
				lowerCamelCase__     :					List[Any]		=encoder_layerdrop
				lowerCamelCase__     :					Dict		=decoder_layerdrop
				lowerCamelCase__     :					int		=classifier_dropout
				lowerCamelCase__     :					Optional[int]		=use_cache
				lowerCamelCase__     :					int		=encoder_layers
				lowerCamelCase__     :					Union[str, Any]		=attention_window

				super().__init__(
				    pad_token_id=lowerCamelCase_					,							bos_token_id=lowerCamelCase_					,							eos_token_id=lowerCamelCase_					,							is_encoder_decoder=lowerCamelCase_					,							decoder_start_token_id=lowerCamelCase_					,							**lowerCamelCase_					,							)

"""simple docstring"""


from math import cos, sin






def        lowerCAmelCase_       (		snake_case_		:      float      )       ->list[list[float]]:
			lowerCamelCase__     :					List[Any]		=float(snake_case_      )
			return [[scaling_factor * int(x == y      ) for x in range(2      )] for y in range(2      )]






def        lowerCAmelCase_       (		snake_case_		:      float      )       ->list[list[float]]:
			lowerCamelCase__	,    lowerCamelCase__     :					Union[str, Any]		=cos(snake_case_      ), sin(snake_case_      )
			return [[c, -s], [s, c]]






def        lowerCAmelCase_       (		snake_case_		:      float      )       ->list[list[float]]:
			lowerCamelCase__	,    lowerCamelCase__     :					Optional[Any]		=cos(snake_case_      ), sin(snake_case_      )
			lowerCamelCase__     :					Dict		=c * s
			return [[c * c, cs], [cs, s * s]]






def        lowerCAmelCase_       (		snake_case_		:      float      )       ->list[list[float]]:
			lowerCamelCase__	,    lowerCamelCase__     :					str		=cos(snake_case_      ), sin(snake_case_      )
			lowerCamelCase__     :					Dict		=c * s
			return [[2 * c - 1, 2 * cs], [2 * cs, 2 * s - 1]]


print(f"""    {scaling(5) = }""")
print(f"""  {rotation(45) = }""")
print(f"""{projection(45) = }""")

print(f"""{reflection(45) = }""")