




'''simple docstring'''







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


A     =logging.get_logger(__name__)

A     ={
    'google/fnet-base': 'https://huggingface.co/google/fnet-base/resolve/main/config.json',
    'google/fnet-large': 'https://huggingface.co/google/fnet-large/resolve/main/config.json'
    # See all FNet models at https://huggingface.co/models?filter=fnet
}


class 			_a  (	__a ):
       __a				:     str   				=					"""fnet"""
       def __init__(	self						:	List[str]   ,				lowercase						:	List[Any]=32_000   ,				lowercase						:	Union[str, Any]=768   ,				lowercase						:	Any=12   ,				lowercase						:	Optional[Any]=3_072   ,				lowercase						:	List[str]="gelu_new"   ,				lowercase						:	Any=0.1   ,				lowercase						:	Any=512   ,				lowercase						:	Any=4   ,				lowercase						:	Dict=0.02   ,				lowercase						:	List[str]=1E-12   ,				lowercase						:	Dict=False   ,				lowercase						:	Union[str, Any]=512   ,				lowercase						:	Tuple=3   ,				lowercase						:	Union[str, Any]=1   ,				lowercase						:	Tuple=2   ,				**lowercase						:	Optional[int]   ,				):



           '''simple docstring'''

           super().__init__(pad_token_id=lowercase   ,				bos_token_id=lowercase   ,				eos_token_id=lowercase   ,				**lowercase				)

           UpperCAmelCase			       =		vocab_size
           UpperCAmelCase			       =		max_position_embeddings
           UpperCAmelCase			       =		hidden_size
           UpperCAmelCase			       =		num_hidden_layers
           UpperCAmelCase			       =		intermediate_size
           UpperCAmelCase			       =		hidden_act
           UpperCAmelCase			       =		hidden_dropout_prob
           UpperCAmelCase			       =		initializer_range
           UpperCAmelCase			       =		type_vocab_size
           UpperCAmelCase			       =		layer_norm_eps
           UpperCAmelCase			       =		use_tpu_fourier_optimizations
           UpperCAmelCase			       =		tpu_short_seq_length










'''simple docstring'''







from __future__ import annotations





def 						snake_case_							(_a	:							Dict    ,   _a	:							str    ,   _a	:							Optional[Any]    ,   _a	:							List[str]     ):  # noqa: E741
    while r - l > 1:
        UpperCAmelCase			       =		(l + r) // 2
        if v[m] >= key:
            UpperCAmelCase			       =		m
        else:
            UpperCAmelCase			       =		m  # noqa: E741
    return r





def 						snake_case_							(_a	:							list[int]     ):
    if len(_a     ) == 0:
        return 0

    UpperCAmelCase			       =		[0] * len(_a     )
    UpperCAmelCase			       =		1

    UpperCAmelCase			       =		v[0]

    for i in range(1    ,   len(_a     )     ):
        if v[i] < tail[0]:
            UpperCAmelCase			       =		v[i]
        elif v[i] > tail[length - 1]:
            UpperCAmelCase			       =		v[i]
            length += 1
        else:
            UpperCAmelCase			       =		v[i]

    return length


if __name__ == "__main__":
   import doctest

   doctest.testmod()




