

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


SCREAMING_SNAKE_CASE		:int						=     logging.get_logger(__name__)

SCREAMING_SNAKE_CASE		:Union[str, Any]						=     {
    """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 						__magic_name__					(							snake_case				):
     UpperCamelCase_	:str										=      """vit_mae"""






     def __init__(				self		,						_lowercase=768		,						_lowercase=12		,						_lowercase=12		,						_lowercase=3_072		,						_lowercase="gelu"		,						_lowercase=0.0		,						_lowercase=0.0		,						_lowercase=0.02		,						_lowercase=1e-1_2		,						_lowercase=224		,						_lowercase=16		,						_lowercase=3		,						_lowercase=True		,						_lowercase=16		,						_lowercase=512		,						_lowercase=8		,						_lowercase=2_048		,						_lowercase=0.75		,						_lowercase=False		,						**_lowercase		,						)->     Dict:
         super().__init__(**_lowercase	)

         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



import os
import unittest

from transformers import LayoutLMTokenizer, LayoutLMTokenizerFast
from transformers.models.layoutlm.tokenization_layoutlm import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin






@require_tokenizers
class 						__magic_name__					(							snake_case			,      unittest.TestCase				):
     UpperCamelCase_	:List[Any]										=      LayoutLMTokenizer
     UpperCamelCase_	:Dict										=      LayoutLMTokenizerFast
     UpperCamelCase_	:List[str]										=      True
     UpperCamelCase_	:Dict										=      True






     def 	UpperCAmelCase_				(				self	)->     str:
         super().setUp()

         UpperCamelCase_			  =						[
             "[UNK]",
             "[CLS]",
             "[SEP]",
             "want",
             "##want",
             "##ed",
             "wa",
             "un",
             "runn",
             "##ing",
             ",",
             "low",
             "lowest",
         ]
         UpperCamelCase_			  =						os.path.join(self.tmpdirname		,						VOCAB_FILES_NAMES["vocab_file"]	)
         with open(self.vocab_file		,						"w"		,						encoding="utf-8"	) as vocab_writer:
             vocab_writer.write("".join([x + "\n" for x in vocab_tokens]	)	)






     def 	UpperCAmelCase_				(				self		,						**_lowercase	)->     List[str]:
         return LayoutLMTokenizer.from_pretrained(self.tmpdirname		,						**_lowercase	)






     def 	UpperCAmelCase_				(				self		,						_lowercase	)->     Union[str, Any]:
         UpperCamelCase_			  =						"UNwant\u00E9d,running"
         UpperCamelCase_			  =						"unwanted, running"
         return input_text, output_text






     def 	UpperCAmelCase_				(				self	)->     Tuple:
         UpperCamelCase_			  =						self.tokenizer_class(self.vocab_file	)

         UpperCamelCase_			  =						tokenizer.tokenize("UNwant\u00E9d,running"	)
         self.assertListEqual(_lowercase		,						["un", "##want", "##ed", ",", "runn", "##ing"]	)
         self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowercase	)		,						[7, 4, 5, 10, 8, 9]	)






     def 	UpperCAmelCase_				(				self	)->     Dict:
         pass
