

'''simple docstring'''



def      a__ (						a__   ,					a__   ,					a__		):


     if hue < 0 or hue > 3_60:
          raise Exception("""hue should be between 0 and 360"""		)

     if saturation < 0 or saturation > 1:
          raise Exception("""saturation should be between 0 and 1"""		)

     if value < 0 or value > 1:
          raise Exception("""value should be between 0 and 1"""		)

     __SCREAMING_SNAKE_CASE						     =   value * saturation
     __SCREAMING_SNAKE_CASE						     =   hue / 60
     __SCREAMING_SNAKE_CASE						     =   chroma * (1 - abs(hue_section % 2 - 1		))
     __SCREAMING_SNAKE_CASE						     =   value - chroma

     if hue_section >= 0 and hue_section <= 1:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
     elif hue_section > 1 and hue_section <= 2:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
     elif hue_section > 2 and hue_section <= 3:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)
     elif hue_section > 3 and hue_section <= 4:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
     elif hue_section > 4 and hue_section <= 5:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
     else:
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (chroma + match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (match_value)		)
          __SCREAMING_SNAKE_CASE						     =   round(2_55 * (second_largest_component + match_value)		)

     return [red, green, blue]







def      a__ (						a__   ,					a__   ,					a__		):


     if red < 0 or red > 2_55:
          raise Exception("""red should be between 0 and 255"""		)

     if green < 0 or green > 2_55:
          raise Exception("""green should be between 0 and 255"""		)

     if blue < 0 or blue > 2_55:
          raise Exception("""blue should be between 0 and 255"""		)

     __SCREAMING_SNAKE_CASE						     =   red / 2_55
     __SCREAMING_SNAKE_CASE						     =   green / 2_55
     __SCREAMING_SNAKE_CASE						     =   blue / 2_55
     __SCREAMING_SNAKE_CASE						     =   max(a__   ,					a__   ,					a__		)
     __SCREAMING_SNAKE_CASE						     =   value - min(a__   ,					a__   ,					a__		)
     __SCREAMING_SNAKE_CASE						     =   0 if value == 0 else chroma / value

     if chroma == 0:
          __SCREAMING_SNAKE_CASE						     =   0.0
     elif value == float_red:
          __SCREAMING_SNAKE_CASE						     =   60 * (0 + (float_green - float_blue) / chroma)
     elif value == float_green:
          __SCREAMING_SNAKE_CASE						     =   60 * (2 + (float_blue - float_red) / chroma)
     else:
          __SCREAMING_SNAKE_CASE						     =   60 * (4 + (float_red - float_green) / chroma)

     __SCREAMING_SNAKE_CASE						     =   (hue + 3_60) % 3_60

     return [hue, saturation, value]







def      a__ (						a__   ,					a__		):
     __SCREAMING_SNAKE_CASE						     =   abs(hsv_a[0] - hsv_a[0]		) < 0.2
     __SCREAMING_SNAKE_CASE						     =   abs(hsv_a[1] - hsv_a[1]		) < 0.002
     __SCREAMING_SNAKE_CASE						     =   abs(hsv_a[2] - hsv_a[2]		) < 0.002

     return check_hue and check_saturation and check_value









'''simple docstring'''



from typing import Mapping

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


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







class 		lowerCAmelCase__     (   a      ):



 """simple docstring"""



 lowerCAmelCase__						      =   "mt5"
 lowerCAmelCase__						      =   ["past_key_values"]
 def __init__(	self      : str      ,							__SCREAMING_SNAKE_CASE      : Optional[int]=250_112      ,							__SCREAMING_SNAKE_CASE      : Union[str, Any]=512      ,							__SCREAMING_SNAKE_CASE      : Optional[Any]=64      ,							__SCREAMING_SNAKE_CASE      : Optional[int]=1_024      ,							__SCREAMING_SNAKE_CASE      : List[str]=8      ,							__SCREAMING_SNAKE_CASE      : Any=None      ,							__SCREAMING_SNAKE_CASE      : List[str]=6      ,							__SCREAMING_SNAKE_CASE      : Any=32      ,							__SCREAMING_SNAKE_CASE      : Union[str, Any]=128      ,							__SCREAMING_SNAKE_CASE      : List[str]=0.1      ,							__SCREAMING_SNAKE_CASE      : Union[str, Any]=1E-6      ,							__SCREAMING_SNAKE_CASE      : Optional[Any]=1.0      ,							__SCREAMING_SNAKE_CASE      : Tuple="gated-gelu"      ,							__SCREAMING_SNAKE_CASE      : Union[str, Any]=True      ,							__SCREAMING_SNAKE_CASE      : Union[str, Any]=True      ,							__SCREAMING_SNAKE_CASE      : Tuple="T5Tokenizer"      ,							__SCREAMING_SNAKE_CASE      : Optional[int]=False      ,							__SCREAMING_SNAKE_CASE      : Tuple=0      ,							__SCREAMING_SNAKE_CASE      : str=1      ,							__SCREAMING_SNAKE_CASE      : Dict=0      ,							**__SCREAMING_SNAKE_CASE      : str      ,							)						->				List[Any]:


      """simple docstring"""




      super().__init__(
          is_encoder_decoder=__SCREAMING_SNAKE_CASE      ,							tokenizer_class=__SCREAMING_SNAKE_CASE      ,							tie_word_embeddings=__SCREAMING_SNAKE_CASE      ,							pad_token_id=__SCREAMING_SNAKE_CASE      ,							eos_token_id=__SCREAMING_SNAKE_CASE      ,							decoder_start_token_id=__SCREAMING_SNAKE_CASE      ,							**__SCREAMING_SNAKE_CASE      ,							)
      __SCREAMING_SNAKE_CASE						     =   vocab_size
      __SCREAMING_SNAKE_CASE						     =   d_model
      __SCREAMING_SNAKE_CASE						     =   d_kv
      __SCREAMING_SNAKE_CASE						     =   d_ff
      __SCREAMING_SNAKE_CASE						     =   num_layers
      __SCREAMING_SNAKE_CASE						     =   (
          num_decoder_layers if num_decoder_layers is not None else self.num_layers
      )  # default = symmetry
      __SCREAMING_SNAKE_CASE						     =   num_heads
      __SCREAMING_SNAKE_CASE						     =   relative_attention_num_buckets
      __SCREAMING_SNAKE_CASE						     =   relative_attention_max_distance
      __SCREAMING_SNAKE_CASE						     =   dropout_rate
      __SCREAMING_SNAKE_CASE						     =   layer_norm_epsilon
      __SCREAMING_SNAKE_CASE						     =   initializer_factor
      __SCREAMING_SNAKE_CASE						     =   feed_forward_proj
      __SCREAMING_SNAKE_CASE						     =   use_cache

      __SCREAMING_SNAKE_CASE						     =   self.feed_forward_proj.split("""-"""    )
      __SCREAMING_SNAKE_CASE						     =   act_info[-1]
      __SCREAMING_SNAKE_CASE						     =   act_info[0] == """gated"""

      if len(__SCREAMING_SNAKE_CASE    ) > 1 and act_info[0] != "gated" or len(__SCREAMING_SNAKE_CASE    ) > 2:
           raise ValueError(
               f'`feed_forward_proj`: {feed_forward_proj} is not a valid activation function of the dense layer.'
               """Please make sure `feed_forward_proj` is of the format `gated-{ACT_FN}` or `{ACT_FN}`, e.g. """
               """'gated-gelu' or 'relu'"""    )

      # for backwards compatibility
      if feed_forward_proj == "gated-gelu":
           __SCREAMING_SNAKE_CASE						     =   """gelu_new"""
 @property
 def    UpperCAmelCase__	(	self      : Optional[int]    )						->				str:


      """simple docstring"""




      return self.d_model
 @property
 def    UpperCAmelCase__	(	self      : List[str]    )						->				int:


      """simple docstring"""




      return self.num_heads


 @property
 def    UpperCAmelCase__	(	self      : List[str]    )						->				Union[str, Any]:


      """simple docstring"""




      return self.num_layers







class 		lowerCAmelCase__     (   a      ):



 """simple docstring"""



 @property
 # Copied from transformers.models.t5.configuration_t5.T5OnnxConfig.inputs
 def    UpperCAmelCase__	(	self      : Union[str, Any]    )						->				Mapping[str, Mapping[int, str]]:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE						     =   {
          """input_ids""": {0: """batch""", 1: """encoder_sequence"""},
          """attention_mask""": {0: """batch""", 1: """encoder_sequence"""},
      }
      if self.use_past:
           __SCREAMING_SNAKE_CASE						     =   """past_encoder_sequence + sequence"""
           __SCREAMING_SNAKE_CASE						     =   {0: """batch"""}
           __SCREAMING_SNAKE_CASE						     =   {0: """batch""", 1: """past_decoder_sequence + sequence"""}
      else:
           __SCREAMING_SNAKE_CASE						     =   {0: """batch""", 1: """decoder_sequence"""}
           __SCREAMING_SNAKE_CASE						     =   {0: """batch""", 1: """decoder_sequence"""}

      if self.use_past:
           self.fill_with_past_key_values_(__SCREAMING_SNAKE_CASE      ,							direction="""inputs"""    )

      return common_inputs
 @property
 # Copied from transformers.models.t5.configuration_t5.T5OnnxConfig.default_onnx_opset
 def    UpperCAmelCase__	(	self      : Optional[int]    )						->				int:


      """simple docstring"""




      return 13


 @property
 def    UpperCAmelCase__	(	self      : Tuple    )						->				float:


      """simple docstring"""




      return 5E-4






