'''simple docstring'''




from typing import Mapping

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


_A     :   Dict								=   logging.get_logger(__name__)

_A     :   Any								=   {
    "t5-small": "https://huggingface.co/t5-small/resolve/main/config.json",
    "t5-base": "https://huggingface.co/t5-base/resolve/main/config.json",
    "t5-large": "https://huggingface.co/t5-large/resolve/main/config.json",
    "t5-3b": "https://huggingface.co/t5-3b/resolve/main/config.json",
    "t5-11b": "https://huggingface.co/t5-11b/resolve/main/config.json",
}


class       UpperCAmelCase__  (       _UpperCAmelCase			):






   """simple docstring"""
   A							:       Dict     =    '''t5'''
   A							:       List[Any]     =    ['''past_key_values''']
   A							:       Tuple     =    {'''hidden_size''': '''d_model''', '''num_attention_heads''': '''num_heads''', '''num_hidden_layers''': '''num_layers'''}
   def __init__(self       ,				_a=32_128       ,				_a=512       ,				_a=64       ,				_a=2_048       ,				_a=6       ,				_a=None       ,				_a=8       ,				_a=32       ,				_a=128       ,				_a=0.1       ,				_a=1e-6       ,				_a=1.0       ,				_a="relu"       ,				_a=True       ,				_a=True       ,				_a=0       ,				_a=1       ,				**_a       ,				)    ->     Optional[Any]:
        lowercase_					:       Dict     				=					vocab_size
        lowercase_					:       Dict     				=					d_model
        lowercase_					:       List[str]     				=					d_kv
        lowercase_					:       Tuple     				=					d_ff
        lowercase_					:       str     				=					num_layers
        lowercase_					:       List[Any]     				=					(
            num_decoder_layers if num_decoder_layers is not None else self.num_layers
        )  # default = symmetry
        lowercase_					:       Union[str, Any]     				=					num_heads
        lowercase_					:       Any     				=					relative_attention_num_buckets
        lowercase_					:       Optional[Any]     				=					relative_attention_max_distance
        lowercase_					:       str     				=					dropout_rate
        lowercase_					:       Optional[Any]     				=					layer_norm_epsilon
        lowercase_					:       Tuple     				=					initializer_factor
        lowercase_					:       Optional[Any]     				=					feed_forward_proj
        lowercase_					:       str     				=					use_cache

        lowercase_					:       Any     				=					self.feed_forward_proj.split('-'				)
        lowercase_					:       List[str]     				=					act_info[-1]
        lowercase_					:       Optional[Any]     				=					act_info[0] == '''gated'''

        if len(lowerCamelCase_				) > 1 and act_info[0] != "gated" or len(lowerCamelCase_				) > 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":
             lowercase_					:       Dict     				=					'''gelu_new'''

        super().__init__(
            pad_token_id=lowerCamelCase_       ,				eos_token_id=lowerCamelCase_       ,				is_encoder_decoder=lowerCamelCase_       ,				**lowerCamelCase_       ,				)



class       UpperCAmelCase__  (       _UpperCAmelCase			):






   """simple docstring"""
   @property
   def 		_lowerCamelCase (self				)    ->     Mapping[str, Mapping[int, str]]:
        lowercase_					:       Tuple     				=					{
            '''input_ids''': {0: '''batch''', 1: '''encoder_sequence'''},
            '''attention_mask''': {0: '''batch''', 1: '''encoder_sequence'''},
        }
        if self.use_past:
             lowercase_					:       List[Any]     				=					'''past_encoder_sequence + sequence'''
             lowercase_					:       List[Any]     				=					{0: '''batch'''}
             lowercase_					:       Dict     				=					{0: '''batch''', 1: '''past_decoder_sequence + sequence'''}
        else:
             lowercase_					:       Optional[int]     				=					{0: '''batch''', 1: '''decoder_sequence'''}
             lowercase_					:       Union[str, Any]     				=					{0: '''batch''', 1: '''decoder_sequence'''}

        if self.use_past:
             self.fill_with_past_key_values_(lowerCamelCase_       ,				direction='inputs'				)

        return common_inputs





   @property
   def 		_lowerCamelCase (self				)    ->     int:
        return 13





'''simple docstring'''




import os
import string
import sys


_A								=   1 << 8

_A								=   {
    'tab': ord('\t'),
    'newline': ord('\r'),
    'esc': 2_7,
    'up': 6_5 + ARROW_KEY_FLAG,
    'down': 6_6 + ARROW_KEY_FLAG,
    'right': 6_7 + ARROW_KEY_FLAG,
    'left': 6_8 + ARROW_KEY_FLAG,
    'mod_int': 9_1,
    'undefined': sys.maxsize,
    'interrupt': 3,
    'insert': 5_0,
    'delete': 5_1,
    'pg_up': 5_3,
    'pg_down': 5_4,
}

_A								=   KEYMAP['up']
_A								=   KEYMAP['left']

if sys.platform == "win32":
 _A								=   []
 _A								=   {
     b'\xe0H': KEYMAP['up'] - ARROW_KEY_FLAG,
     b'\x00H': KEYMAP['up'] - ARROW_KEY_FLAG,
     b'\xe0P': KEYMAP['down'] - ARROW_KEY_FLAG,
     b'\x00P': KEYMAP['down'] - ARROW_KEY_FLAG,
     b'\xe0M': KEYMAP['right'] - ARROW_KEY_FLAG,
     b'\x00M': KEYMAP['right'] - ARROW_KEY_FLAG,
     b'\xe0K': KEYMAP['left'] - ARROW_KEY_FLAG,
     b'\x00K': KEYMAP['left'] - ARROW_KEY_FLAG,
 }

for i in range(1_0):
 _A								=   ord(str(i))

def _UpperCamelCase   (       ):
     if os.name == "nt":
          import msvcrt

          lowercase_					:       Optional[Any]     				=					'mbcs'
          # Flush the keyboard buffer
          while msvcrt.kbhit():
               msvcrt.getch()
          if len(SCREAMING_SNAKE_CASE_							) == 0:
               # Read the keystroke
               lowercase_					:       int     				=					msvcrt.getch()

               # If it is a prefix char, get second part
               if ch in (b"\x00", b"\xe0"):
                    lowercase_					:       int     				=					ch + msvcrt.getch()
                    # Translate actual Win chars to bullet char types
                    try:
                         lowercase_					:       List[Any]     				=					chr(WIN_KEYMAP[cha]							)
                         WIN_CH_BUFFER.append(chr(KEYMAP['mod_int']							)							)
                         WIN_CH_BUFFER.append(SCREAMING_SNAKE_CASE_							)
                         if ord(SCREAMING_SNAKE_CASE_							) in (
                             KEYMAP["insert"] - 1 << 9,
                             KEYMAP["delete"] - 1 << 9,
                             KEYMAP["pg_up"] - 1 << 9,
                             KEYMAP["pg_down"] - 1 << 9,
                         ):
                              WIN_CH_BUFFER.append(chr(126							)							)
                         lowercase_					:       Optional[int]     				=					chr(KEYMAP['esc']							)
                    except KeyError:
                         lowercase_					:       Tuple     				=					cha[1]
               else:
                    lowercase_					:       Tuple     				=					ch.decode(SCREAMING_SNAKE_CASE_							)
          else:
               lowercase_					:       Dict     				=					WIN_CH_BUFFER.pop(0							)
     elif os.name == "posix":
          import termios
          import tty

          lowercase_					:       int     				=					sys.stdin.fileno()
          lowercase_					:       Union[str, Any]     				=					termios.tcgetattr(SCREAMING_SNAKE_CASE_							)
          try:
               tty.setraw(SCREAMING_SNAKE_CASE_							)
               lowercase_					:       Any     				=					sys.stdin.read(1							)
          finally:
               termios.tcsetattr(SCREAMING_SNAKE_CASE_  ,       termios.TCSADRAIN  ,       SCREAMING_SNAKE_CASE_							)
     return ch






def _UpperCamelCase   (       ):
     lowercase_					:       Union[str, Any]     				=					get_raw_chars()
     if ord(SCREAMING_SNAKE_CASE_							) in [KEYMAP["interrupt"], KEYMAP["newline"]]:
          return char

     elif ord(SCREAMING_SNAKE_CASE_							) == KEYMAP["esc"]:
          lowercase_					:       Any     				=					get_raw_chars()
          if ord(SCREAMING_SNAKE_CASE_							) == KEYMAP["mod_int"]:
               lowercase_					:       Dict     				=					get_raw_chars()
               if ord(SCREAMING_SNAKE_CASE_							) >= KEYMAP["arrow_begin"] - ARROW_KEY_FLAG and ord(SCREAMING_SNAKE_CASE_							) <= KEYMAP["arrow_end"] - ARROW_KEY_FLAG:
                    return chr(ord(SCREAMING_SNAKE_CASE_							) + ARROW_KEY_FLAG							)
               else:
                    return KEYMAP["undefined"]
          else:
               return get_raw_chars()

     else:
          if char in string.printable:
               return char
          else:
               return KEYMAP["undefined"]




