






"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


a					:							int    =						logging.get_logger(__name__)

a					:							List[Any]    =						{
    """xlm-roberta-base""": """https://huggingface.co/xlm-roberta-base/resolve/main/config.json""",
    """xlm-roberta-large""": """https://huggingface.co/xlm-roberta-large/resolve/main/config.json""",
    """xlm-roberta-large-finetuned-conll02-dutch""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll02-dutch/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll02-spanish""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll02-spanish/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll03-english""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll03-english/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll03-german""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll03-german/resolve/main/config.json"""
    ),
}


class        __UpperCAmelCase(  lowerCamelCase__				):




						"""simple docstring"""




						__lowerCamelCase										=   "xlm-roberta"




						def __init__(  self			,    snake_case__=30522			,    snake_case__=768			,    snake_case__=12			,    snake_case__=12			,    snake_case__=3072			,    snake_case__="gelu"			,    snake_case__=0.1			,    snake_case__=0.1			,    snake_case__=512			,    snake_case__=2			,    snake_case__=0.02			,    snake_case__=1e-12			,    snake_case__=1			,    snake_case__=0			,    snake_case__=2			,    snake_case__="absolute"			,    snake_case__=True			,    snake_case__=None			,    **snake_case__			,    ):
												'''simple docstring'''
												super().__init__(pad_token_id=SCREAMING_SNAKE_CASE__			,    bos_token_id=SCREAMING_SNAKE_CASE__			,    eos_token_id=SCREAMING_SNAKE_CASE__			,    **SCREAMING_SNAKE_CASE__     )

												lowercase__							: List[str]=			vocab_size
												lowercase__							: Any=			hidden_size
												lowercase__							: Any=			num_hidden_layers
												lowercase__							: Tuple=			num_attention_heads
												lowercase__							: Tuple=			hidden_act
												lowercase__							: Optional[int]=			intermediate_size
												lowercase__							: Optional[Any]=			hidden_dropout_prob
												lowercase__							: Dict=			attention_probs_dropout_prob
												lowercase__							: str=			max_position_embeddings
												lowercase__							: Any=			type_vocab_size
												lowercase__							: Any=			initializer_range
												lowercase__							: Tuple=			layer_norm_eps
												lowercase__							: Any=			position_embedding_type
												lowercase__							: Optional[int]=			use_cache
												lowercase__							: List[Any]=			classifier_dropout


class        __UpperCAmelCase(  lowerCamelCase__				):




						"""simple docstring"""




						@property
						def 						UpperCAmelCase_			(  self     ):
												'''simple docstring'''



												if self.task == "multiple-choice":
																		lowercase__							: int=			{0: '''batch''', 1: '''choice''', 2: '''sequence'''}
												else:
																		lowercase__							: str=			{0: '''batch''', 1: '''sequence'''}
												return OrderedDict(
												    [
												        ("input_ids", dynamic_axis),
												        ("attention_mask", dynamic_axis),
												    ]     )










"""simple docstring"""






UpperCamelCase__				:Tuple			   =	frozenset(
    [
        """prompt""",
        """height""",
        """width""",
        """guidance_scale""",
        """negative_prompt""",
        """prompt_embeds""",
        """negative_prompt_embeds""",
        """cross_attention_kwargs""",
    ]
)

UpperCamelCase__				:List[str]			   =	frozenset(["""prompt""", """negative_prompt"""])

UpperCamelCase__				:Tuple			   =	frozenset([])

UpperCamelCase__				:Union[str, Any]			   =	frozenset(["""image"""])

UpperCamelCase__				:str			   =	frozenset(
    [
        """image""",
        """height""",
        """width""",
        """guidance_scale""",
    ]
)

UpperCamelCase__				:Any			   =	frozenset(["""image"""])

UpperCamelCase__				:Optional[int]			   =	frozenset(
    [
        """prompt""",
        """image""",
        """height""",
        """width""",
        """guidance_scale""",
        """negative_prompt""",
        """prompt_embeds""",
        """negative_prompt_embeds""",
    ]
)

UpperCamelCase__				:int			   =	frozenset(["""prompt""", """image""", """negative_prompt"""])

UpperCamelCase__				:Tuple			   =	frozenset(
    [
        # Text guided image variation with an image mask
        """prompt""",
        """image""",
        """mask_image""",
        """height""",
        """width""",
        """guidance_scale""",
        """negative_prompt""",
        """prompt_embeds""",
        """negative_prompt_embeds""",
    ]
)

UpperCamelCase__				:Any			   =	frozenset(["""prompt""", """image""", """mask_image""", """negative_prompt"""])

UpperCamelCase__				:Dict			   =	frozenset(
    [
        # image variation with an image mask
        """image""",
        """mask_image""",
        """height""",
        """width""",
        """guidance_scale""",
    ]
)

UpperCamelCase__				:Dict			   =	frozenset(["""image""", """mask_image"""])

UpperCamelCase__				:Tuple			   =	frozenset(
    [
        """example_image""",
        """image""",
        """mask_image""",
        """height""",
        """width""",
        """guidance_scale""",
    ]
)

UpperCamelCase__				:List[str]			   =	frozenset(["""example_image""", """image""", """mask_image"""])

UpperCamelCase__				:List[str]			   =	frozenset(["""class_labels"""])

UpperCamelCase__				:Union[str, Any]			   =	frozenset(["""class_labels"""])

UpperCamelCase__				:Any			   =	frozenset(["""batch_size"""])

UpperCamelCase__				:Optional[Any]			   =	frozenset([])

UpperCamelCase__				:Optional[Any]			   =	frozenset(["""batch_size"""])

UpperCamelCase__				:Optional[int]			   =	frozenset([])

UpperCamelCase__				:str			   =	frozenset(
    [
        """prompt""",
        """audio_length_in_s""",
        """guidance_scale""",
        """negative_prompt""",
        """prompt_embeds""",
        """negative_prompt_embeds""",
        """cross_attention_kwargs""",
    ]
)

UpperCamelCase__				:Union[str, Any]			   =	frozenset(["""prompt""", """negative_prompt"""])
UpperCamelCase__				:Tuple			   =	frozenset(["""input_tokens"""])

UpperCamelCase__				:int			   =	frozenset(["""input_tokens"""])

