





import os
import string
import sys


SCREAMING_SNAKE_CASE_						   =       1 << 8

SCREAMING_SNAKE_CASE_						   =       {
    """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,
}

SCREAMING_SNAKE_CASE_						   =       KEYMAP["""up"""]
SCREAMING_SNAKE_CASE_						   =       KEYMAP["""left"""]

if sys.platform == "win32":
      SCREAMING_SNAKE_CASE_						   =       []
      SCREAMING_SNAKE_CASE_						   =       {
          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):
      SCREAMING_SNAKE_CASE_						   =       ord(str(i))



def    __lowercase   (      ) ->   Tuple:


      '''simple docstring'''


      if os.name == "nt":
            import msvcrt

            SCREAMING_SNAKE_CASE		=						"""mbcs"""
            # Flush the keyboard buffer
            while msvcrt.kbhit():
                  msvcrt.getch()
            if len(_SCREAMING_SNAKE_CASE	) == 0:
                  # Read the keystroke
                  SCREAMING_SNAKE_CASE		=						msvcrt.getch()

                  # If it is a prefix char, get second part
                  if ch in (b"\x00", b"\xe0"):
                        SCREAMING_SNAKE_CASE		=						ch + msvcrt.getch()
                        # Translate actual Win chars to bullet char types
                        try:
                              SCREAMING_SNAKE_CASE		=						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(1_26	)	)
                              SCREAMING_SNAKE_CASE		=						chr(KEYMAP["""esc"""]	)
                        except KeyError:
                              SCREAMING_SNAKE_CASE		=						cha[1]
                  else:
                        SCREAMING_SNAKE_CASE		=						ch.decode(_SCREAMING_SNAKE_CASE	)
            else:
                  SCREAMING_SNAKE_CASE		=						WIN_CH_BUFFER.pop(0	)
      elif os.name == "posix":
            import termios
            import tty

            SCREAMING_SNAKE_CASE		=						sys.stdin.fileno()
            SCREAMING_SNAKE_CASE		=						termios.tcgetattr(_SCREAMING_SNAKE_CASE	)
            try:
                  tty.setraw(_SCREAMING_SNAKE_CASE	)
                  SCREAMING_SNAKE_CASE		=						sys.stdin.read(1	)
            finally:
                  termios.tcsetattr(_SCREAMING_SNAKE_CASE ,						termios.TCSADRAIN ,						_SCREAMING_SNAKE_CASE	)
      return ch



def    __lowercase   (      ) ->   str:


      '''simple docstring'''


      SCREAMING_SNAKE_CASE		=						get_raw_chars()
      if ord(_SCREAMING_SNAKE_CASE	) in [KEYMAP["interrupt"], KEYMAP["newline"]]:
            return char

      elif ord(_SCREAMING_SNAKE_CASE	) == KEYMAP["esc"]:
            SCREAMING_SNAKE_CASE		=						get_raw_chars()
            if ord(_SCREAMING_SNAKE_CASE	) == KEYMAP["mod_int"]:
                  SCREAMING_SNAKE_CASE		=						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"]









import logging
from dataclasses import dataclass, field
from typing import Optional

from seqaseq_trainer import arg_to_scheduler

from transformers import TrainingArguments


SCREAMING_SNAKE_CASE_						   =       logging.getLogger(__name__)

@dataclass
class 		UpperCamelCase__ (      lowerCAmelCase_   ):



     '''simple docstring'''

     __snake_case    :	Optional[float]			=			field(
         default=0.0							,      metadata={"help": "The label smoothing epsilon to apply (if not zero)."}   )
     __snake_case    :	bool			=			field(default=lowerCAmelCase_							,      metadata={"help": "Whether to SortishSamler or not."}   )
     __snake_case    :	bool			=			field(
         default=lowerCAmelCase_							,      metadata={"help": "Whether to use generate to calculate generative metrics (ROUGE, BLEU)."}   )
     __snake_case    :	bool			=			field(default=lowerCAmelCase_							,      metadata={"help": "whether to use adafactor"}   )
     __snake_case    :	Optional[float]			=			field(
         default=lowerCAmelCase_							,      metadata={"help": "Encoder layer dropout probability. Goes into model.config."}   )
     __snake_case    :	Optional[float]			=			field(
         default=lowerCAmelCase_							,      metadata={"help": "Decoder layer dropout probability. Goes into model.config."}   )
     __snake_case    :	Optional[float]			=			field(default=lowerCAmelCase_							,      metadata={"help": "Dropout probability. Goes into model.config."}   )
     __snake_case    :	Optional[float]			=			field(
         default=lowerCAmelCase_							,      metadata={"help": "Attention dropout probability. Goes into model.config."}   )
     __snake_case    :	Optional[str]			=			field(
         default="linear"							,      metadata={"help": F"Which lr scheduler to use. Selected in {sorted(arg_to_scheduler.keys()   )}"}							,      )


