




import copy
from typing import Dict, List, Optional

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto import CONFIG_MAPPING


__magic_name__  :  str					=       {
    """facebook/mask2former-swin-small-coco-instance""": (
        """https://huggingface.co/facebook/mask2former-swin-small-coco-instance/blob/main/config.json"""
    )
    # See all Mask2Former models at https://huggingface.co/models?filter=mask2former
}

__magic_name__  :  Optional[int]					=       logging.get_logger(__name__)





class     SCREAMING_SNAKE_CASE__		(_a			):
     lowercase_ :      List[str]				= "mask2former"
     lowercase_ :      List[str]				= ["swin"]
     lowercase_ :      Tuple				= {"hidden_size": "hidden_dim"}
     def __init__(						self	:		Optional[int]       ,						__lowerCamelCase	:		Optional[Dict] = None       ,						__lowerCamelCase	:		int = 2_56       ,						__lowerCamelCase	:		int = 2_56       ,						__lowerCamelCase	:		int = 2_56       ,						__lowerCamelCase	:		int = 10_24       ,						__lowerCamelCase	:		str = "relu"       ,						__lowerCamelCase	:		int = 6       ,						__lowerCamelCase	:		int = 10       ,						__lowerCamelCase	:		int = 8       ,						__lowerCamelCase	:		float = 0.0       ,						__lowerCamelCase	:		int = 20_48       ,						__lowerCamelCase	:		bool = False       ,						__lowerCamelCase	:		bool = False       ,						__lowerCamelCase	:		int = 4       ,						__lowerCamelCase	:		int = 2_55       ,						__lowerCamelCase	:		int = 1_00       ,						__lowerCamelCase	:		float = 0.1       ,						__lowerCamelCase	:		float = 2.0       ,						__lowerCamelCase	:		float = 5.0       ,						__lowerCamelCase	:		float = 5.0       ,						__lowerCamelCase	:		int = 1_25_44       ,						__lowerCamelCase	:		float = 3.0       ,						__lowerCamelCase	:		float = 0.75       ,						__lowerCamelCase	:		float = 0.02       ,						__lowerCamelCase	:		float = 1.0       ,						__lowerCamelCase	:		bool = True       ,						__lowerCamelCase	:		List[int] = [4, 8, 16, 32]       ,						__lowerCamelCase	:		bool = None       ,						**__lowerCamelCase	:		List[str]       ,						):



       """simple docstring"""
       if backbone_config is None:
         logger.info('''`backbone_config` is `None`. Initializing the config with the default `Swin` backbone.'''						)
         lowerCAmelCase__										=      CONFIG_MAPPING['''swin'''](
             image_size=2_24       ,						in_channels=3       ,						patch_size=4       ,						embed_dim=96       ,						depths=[2, 2, 18, 2]       ,						num_heads=[3, 6, 12, 24]       ,						window_size=7       ,						drop_path_rate=0.3       ,						use_absolute_embeddings=__lowerCamelCase       ,						out_features=['''stage1''', '''stage2''', '''stage3''', '''stage4''']       ,						)

       if isinstance(__lowerCamelCase       ,						__lowerCamelCase						):
         lowerCAmelCase__										=      backbone_config.pop('''model_type'''						)
         lowerCAmelCase__										=      CONFIG_MAPPING[backbone_model_type]
         lowerCAmelCase__										=      config_class.from_dict(__lowerCamelCase						)

       # verify that the backbone is supported
       if backbone_config.model_type not in self.backbones_supported:
         logger.warning_once(
             F"""Backbone {backbone_config.model_type} is not a supported model and may not be compatible with Mask2Former. """
             F"""Supported model types: {','.join(self.backbones_supported						)}"""						)

       lowerCAmelCase__										=      backbone_config
       lowerCAmelCase__										=      feature_size
       lowerCAmelCase__										=      mask_feature_size
       lowerCAmelCase__										=      hidden_dim
       lowerCAmelCase__										=      encoder_feedforward_dim
       lowerCAmelCase__										=      activation_function
       lowerCAmelCase__										=      encoder_layers
       lowerCAmelCase__										=      decoder_layers
       lowerCAmelCase__										=      num_attention_heads
       lowerCAmelCase__										=      dropout
       lowerCAmelCase__										=      dim_feedforward
       lowerCAmelCase__										=      pre_norm
       lowerCAmelCase__										=      enforce_input_projection
       lowerCAmelCase__										=      common_stride
       lowerCAmelCase__										=      ignore_value
       lowerCAmelCase__										=      num_queries
       lowerCAmelCase__										=      no_object_weight
       lowerCAmelCase__										=      class_weight
       lowerCAmelCase__										=      mask_weight
       lowerCAmelCase__										=      dice_weight
       lowerCAmelCase__										=      train_num_points
       lowerCAmelCase__										=      oversample_ratio
       lowerCAmelCase__										=      importance_sample_ratio
       lowerCAmelCase__										=      init_std
       lowerCAmelCase__										=      init_xavier_std
       lowerCAmelCase__										=      use_auxiliary_loss
       lowerCAmelCase__										=      feature_strides
       lowerCAmelCase__										=      output_auxiliary_logits
       lowerCAmelCase__										=      decoder_layers

       super().__init__(**__lowerCamelCase						)
     @classmethod
     def        A__      (						cls	:		List[Any]       ,						__lowerCamelCase	:		PretrainedConfig       ,						**__lowerCamelCase	:		Dict						):



       """simple docstring"""
       return cls(
           backbone_config=__lowerCamelCase       ,						**__lowerCamelCase       ,						)



     def        A__      (						self	:		Optional[Any]						):



       """simple docstring"""
       lowerCAmelCase__										=      copy.deepcopy(self.__dict__						)
       lowerCAmelCase__										=      self.backbone_config.to_dict()
       lowerCAmelCase__										=      self.__class__.model_type
       return output







import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


__magic_name__  :  Optional[int]					=       get_tests_dir("""fixtures/spiece.model""")





@require_sentencepiece
@require_tokenizers
class     SCREAMING_SNAKE_CASE__		(_a    ,					unittest.TestCase			):
     lowercase_ :      Optional[Any]				= DebertaVaTokenizer
     lowercase_ :      Any				= DebertaVaTokenizerFast
     lowercase_ :      List[str]				= True
     lowercase_ :      str				= True
     def        A__      (						self	:		Union[str, Any]						):



       """simple docstring"""
       super().setUp()

       # We have a SentencePiece fixture for testing
       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						unk_token='''<unk>'''						)
       tokenizer.save_pretrained(self.tmpdirname						)
     def        A__      (						self	:		Dict       ,						__lowerCamelCase	:		Any						):



       """simple docstring"""
       lowerCAmelCase__										=      '''this is a test'''
       lowerCAmelCase__										=      '''this is a test'''
       return input_text, output_text
     def        A__      (						self	:		Tuple						):



       """simple docstring"""
       lowerCAmelCase__										=      '''<pad>'''
       lowerCAmelCase__										=      0

       self.assertEqual(self.get_tokenizer()._convert_token_to_id(__lowerCamelCase						)       ,						__lowerCamelCase						)
       self.assertEqual(self.get_tokenizer()._convert_id_to_token(__lowerCamelCase						)       ,						__lowerCamelCase						)
     def        A__      (						self	:		Any						):



       """simple docstring"""
       lowerCAmelCase__										=      list(self.get_tokenizer().get_vocab().keys()						)
       self.assertEqual(vocab_keys[0]       ,						'''<pad>'''						)
       self.assertEqual(vocab_keys[1]       ,						'''<unk>'''						)
       self.assertEqual(vocab_keys[-1]       ,						'''[PAD]'''						)
       self.assertEqual(len(__lowerCamelCase						)       ,						3_00_01						)
     def        A__      (						self	:		Tuple						):



       """simple docstring"""
       self.assertEqual(self.get_tokenizer().vocab_size       ,						3_00_00						)
     def        A__      (						self	:		str						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      ''' \tHeLLo!how  \n Are yoU?  '''
       lowerCAmelCase__										=      ['''▁hello''', '''!''', '''how''', '''▁are''', '''▁you''', '''?''']
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     @unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''						)
     def        A__      (						self	:		List[str]						):



       """simple docstring"""
       pass
     @unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''						)
     def        A__      (						self	:		Dict						):



       """simple docstring"""
       pass
     def        A__      (						self	:		str						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''
       lowerCAmelCase__										=      ['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Optional[int]						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''
       lowerCAmelCase__										=      ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Union[str, Any]						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''
       lowerCAmelCase__										=      ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''', ]
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Optional[int]						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''
       lowerCAmelCase__										=      ['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Tuple						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      ''' \tHeLLo!how  \n Are yoU?  '''
       lowerCAmelCase__										=      ['''▁''', '''<unk>''', '''e''', '''<unk>''', '''o''', '''!''', '''how''', '''▁''', '''<unk>''', '''re''', '''▁yo''', '''<unk>''', '''?''']
       # fmt: on

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						do_lower_case=__lowerCamelCase       ,						split_by_punct=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)

       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		List[Any]						):



       """simple docstring"""
       lowerCAmelCase__										=      self.get_tokenizer()
       lowerCAmelCase__										=      self.get_rust_tokenizer()

       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''

       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      self.get_rust_tokenizer()
       lowerCAmelCase__										=      tokenizer.encode(__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.encode(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Optional[Any]						):



       """simple docstring"""
       lowerCAmelCase__										=      '''This is a test'''
       lowerCAmelCase__										=      [13, 1, 43_98, 25, 21, 12_89]
       lowerCAmelCase__										=      ['''▁''', '''T''', '''his''', '''▁is''', '''▁a''', '''▁test''']
       lowerCAmelCase__										=      ['''▁''', '''<unk>''', '''his''', '''▁is''', '''▁a''', '''▁test''']

       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase       ,						keep_accents=__lowerCamelCase						)
       lowerCAmelCase__										=      DebertaVaTokenizerFast(__lowerCamelCase       ,						keep_accents=__lowerCamelCase						)

       lowerCAmelCase__										=      tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.tokenize(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.tokenize(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       # fmt: off
       lowerCAmelCase__										=      '''I was born in 92000, and this is falsé.'''
       lowerCAmelCase__										=      [13, 1, 23, 3_86, 19, 5_61, 30_50, 15, 17, 48, 25, 82_56, 18, 1, 9]
       lowerCAmelCase__										=      ['''▁''', '''I''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''é''', '''.''', ]
       lowerCAmelCase__										=      ['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''', ]
       # fmt: on

       lowerCAmelCase__										=      tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.tokenize(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.convert_ids_to_tokens(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)

       lowerCAmelCase__										=      rust_tokenizer.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.tokenize(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
       lowerCAmelCase__										=      rust_tokenizer.convert_ids_to_tokens(__lowerCamelCase						)
       self.assertListEqual(__lowerCamelCase       ,						__lowerCamelCase						)
     def        A__      (						self	:		Dict						):



       """simple docstring"""
       lowerCAmelCase__										=      DebertaVaTokenizer(__lowerCamelCase						)

       lowerCAmelCase__										=      tokenizer.encode('''sequence builders'''						)
       lowerCAmelCase__										=      tokenizer.encode('''multi-sequence build'''						)

       lowerCAmelCase__										=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase       ,						__lowerCamelCase						)

       self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]       ,						__lowerCamelCase						)
       self.assertEqual(
           [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]       ,						__lowerCamelCase       ,						)



     @slow
     def        A__      (						self	:		str						):



       """simple docstring"""
       # fmt: off
       lowerCAmelCase__										=      {'''input_ids''': [[1, 3_98_67, 36, 1_93_90, 4_86, 27, 3_50_52, 8_14_36, 18, 6_06_85, 12_25, 7, 3_50_52, 8_14_36, 18, 93_67, 1_68_99, 18, 1_59_37, 53, 5_94, 7_73, 18, 1_62_87, 3_04_65, 36, 1_59_37, 6, 4_11_39, 38, 3_69_79, 6_07_63, 1_91, 6, 3_41_32, 99, 6, 5_05_38, 3_90, 4_32_30, 6, 3_41_32, 27_79, 2_08_50, 14, 6_99, 10_72, 11_94, 36, 3_82, 1_09_01, 53, 7, 6_99, 10_72, 20_84, 36, 2_04_22, 6_30, 53, 19, 1_05, 30_49, 18_96, 10_53, 1_68_99, 15_06, 11, 3_79_78, 42_43, 7, 12_37, 3_18_69, 2_00, 1_65_66, 6_54, 6, 3_50_52, 8_14_36, 7, 5_56_30, 1_35_93, 4, 2], [1, 26, 1_50_11, 13, 6_67, 8, 10_53, 18, 2_36_11, 12_37, 7_23_56, 1_28_20, 34, 10_41_34, 12_09, 35, 1_33_13, 66_27, 21, 2_02, 3_47, 7, 1_64, 23_99, 11, 46, 44_85, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 5, 12_32, 28_64, 1_57_85, 1_49_51, 1_05, 5, 85_81, 12_50, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], '''token_type_ids''': [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], '''attention_mask''': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
       # fmt: on

       self.tokenizer_integration_test_util(
           expected_encoding=__lowerCamelCase       ,						model_name='''microsoft/deberta-v2-xlarge'''       ,						revision='''ad6e42c1532ddf3a15c39246b63f5559d558b670'''       ,						)

