





'''simple docstring'''

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


lowercase__		:     Union[str, Any]			=							logging.get_logger(__name__)

lowercase__		:     Dict			=							{
    'facebook/vit-mae-base': 'https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json',
    # See all ViT MAE models at https://huggingface.co/models?filter=vit-mae
}
class 							__lowerCAmelCase	(       __magic_name__					):






       """simple docstring"""
       _snake_case      :	Optional[Any]									=       'vit_mae'





       def __init__(				self  :						str			,					lowerCAmelCase__  :						Optional[int]=768			,					lowerCAmelCase__  :						Optional[int]=12			,					lowerCAmelCase__  :						List[Any]=12			,					lowerCAmelCase__  :						Dict=3072			,					lowerCAmelCase__  :						Optional[int]="gelu"			,					lowerCAmelCase__  :						Tuple=0.0			,					lowerCAmelCase__  :						List[str]=0.0			,					lowerCAmelCase__  :						List[Any]=0.02			,					lowerCAmelCase__  :						List[str]=1e-1_2			,					lowerCAmelCase__  :						Union[str, Any]=224			,					lowerCAmelCase__  :						Dict=16			,					lowerCAmelCase__  :						Optional[Any]=3			,					lowerCAmelCase__  :						Tuple=True			,					lowerCAmelCase__  :						str=16			,					lowerCAmelCase__  :						Union[str, Any]=512			,					lowerCAmelCase__  :						Optional[Any]=8			,					lowerCAmelCase__  :						Optional[Any]=2048			,					lowerCAmelCase__  :						Optional[int]=0.75			,					lowerCAmelCase__  :						List[str]=False			,					**lowerCAmelCase__  :						int			,					)       ->	Dict:

            '''simple docstring'''




            super().__init__(**lowerCAmelCase__	)

            _UpperCamelCase							       =			hidden_size
            _UpperCamelCase							       =			num_hidden_layers
            _UpperCamelCase							       =			num_attention_heads
            _UpperCamelCase							       =			intermediate_size
            _UpperCamelCase							       =			hidden_act
            _UpperCamelCase							       =			hidden_dropout_prob
            _UpperCamelCase							       =			attention_probs_dropout_prob
            _UpperCamelCase							       =			initializer_range
            _UpperCamelCase							       =			layer_norm_eps
            _UpperCamelCase							       =			image_size
            _UpperCamelCase							       =			patch_size
            _UpperCamelCase							       =			num_channels
            _UpperCamelCase							       =			qkv_bias
            _UpperCamelCase							       =			decoder_num_attention_heads
            _UpperCamelCase							       =			decoder_hidden_size
            _UpperCamelCase							       =			decoder_num_hidden_layers
            _UpperCamelCase							       =			decoder_intermediate_size
            _UpperCamelCase							       =			mask_ratio
            _UpperCamelCase							       =			norm_pix_loss










'''simple docstring'''

import jax.numpy as jnp

from ...utils import logging
from ..ta.modeling_flax_ta import FlaxTaEncoderModel, FlaxTaForConditionalGeneration, FlaxTaModel
from .configuration_mta import MTaConfig


lowercase__		:     int			=							logging.get_logger(__name__)

lowercase__		:     Any			=							'T5Config'







def    a__							(							lowercase   :	jnp.array,   lowercase   :	int,   lowercase   :	int )						->						jnp.ndarray:





     """simple docstring"""

     _UpperCamelCase							       =			jnp.zeros_like(lowercase )
     _UpperCamelCase							       =			shifted_input_ids.at[:, 1:].set(input_ids[:, :-1] )
     _UpperCamelCase							       =			shifted_input_ids.at[:, 0].set(lowercase )

     _UpperCamelCase							       =			jnp.where(shifted_input_ids == -100,   lowercase,   lowercase )
     return shifted_input_ids
class 							__lowerCAmelCase	(       __magic_name__					):






       """simple docstring"""
       _snake_case      :	Optional[Any]									=       'mt5'
       _snake_case      :	Union[str, Any]									=       MTaConfig

class 							__lowerCAmelCase	(       __magic_name__					):






       """simple docstring"""
       _snake_case      :	Tuple									=       'mt5'
       _snake_case      :	int									=       MTaConfig

class 							__lowerCAmelCase	(       __magic_name__					):






       """simple docstring"""
       _snake_case      :	Optional[int]									=       'mt5'
       _snake_case      :	Optional[Any]									=       MTaConfig



