




__SCREAMING_SNAKE_CASE    :   str       =[0.33, 0.44, 0.55, 0.44, 0.33]
__SCREAMING_SNAKE_CASE    :   Dict       =3
__SCREAMING_SNAKE_CASE    :   Tuple       =5

# Buffer Space (with Parameters Space)
__SCREAMING_SNAKE_CASE    :   list[float]       =[]
__SCREAMING_SNAKE_CASE    :   list[float]       =[]

# Machine Time
__SCREAMING_SNAKE_CASE    :   str       =0

def 			lowerCAmelCase_			(  lowerCamelCase:       List[Any]						)					->			Tuple:


      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      # Choosing Dynamical Systems (All)
      for key, value in enumerate(lowerCamelCase						):
            # Evolution Parameter
            lowerCamelCase__        =				float(seed / value						)

            # Control Theory: Orbit Change
            lowerCamelCase__        =				(buffer_space[(key + 1) % m] + e) % 1

            # Control Theory: Trajectory Change
            lowerCamelCase__        =				(params_space[key] + e) % 1 + 3

            # Modification (Transition Function) - Jumps
            lowerCamelCase__        =				round(float(r * value * (1 - value)						)     ,				10						)
            lowerCamelCase__        =				r  # Saving to Parameters Space

      # Logistic Map
      assert max(lowerCamelCase						) < 1
      assert max(lowerCamelCase						) < 4

      # Machine Time
      machine_time += 1

def 			lowerCAmelCase_			(  )					->			str:


      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      # PRNG (Xorshift by George Marsaglia)
      def xorshift(lowerCamelCase:       int     ,				lowerCamelCase:       List[str]						):
            x ^= y >> 13
            y ^= x << 17
            x ^= y >> 5
            return x

      # Choosing Dynamical Systems (Increment)
      lowerCamelCase__        =				machine_time % m

      # Evolution (Time Length)
      for _ in range(0     ,				lowerCamelCase						):
            # Variables (Position + Parameters)
            lowerCamelCase__        =				params_space[key]
            lowerCamelCase__        =				buffer_space[key]

            # Modification (Transition Function) - Flow
            lowerCamelCase__        =				round(float(r * value * (1 - value)						)     ,				10						)
            lowerCamelCase__        =				(machine_time * 0.01 + r * 1.01) % 1 + 3

      # Choosing Chaotic Data
      lowerCamelCase__        =				int(buffer_space[(key + 2) % m] * (10**10)						)
      lowerCamelCase__        =				int(buffer_space[(key - 2) % m] * (10**10)						)

      # Machine Time
      machine_time += 1

      return xorshift(lowerCamelCase     ,				lowerCamelCase						) % 0Xffff_ffff

def 			lowerCAmelCase_			(  )					->			Optional[Any]:


      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      lowerCamelCase__        =				K
      lowerCamelCase__        =				[0] * m
      lowerCamelCase__        =				0


if __name__ == "__main__":
      # Initialization
      reset()

      # Pushing Data (Input)
      import random

      __SCREAMING_SNAKE_CASE    :   Optional[int]       =random.sample(range(0XFF_FFF_FFF), 100)
      for chunk in message:
            push(chunk)

      # for controlling
      __SCREAMING_SNAKE_CASE    :   List[str]       =""""""

      # Pulling Data (Output)
      while inp in ("e", "E"):
            print(F"""{format(pull(), "#04x")}""")
            print(buffer_space)
            print(params_space)
            __SCREAMING_SNAKE_CASE    :   List[Any]       =input("""(e)exit? """).strip()





import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

__SCREAMING_SNAKE_CASE    :   List[str]       =logging.getLogger()

def 			lowerCAmelCase_			(  )					->			Any:


      '''simple docstring'''




      lowerCamelCase__        =				argparse.ArgumentParser()
      parser.add_argument('-f'						)
      lowerCamelCase__        =				parser.parse_args()
      return args.f






class 			A			(		_lowerCAmelCase		):
     """simple docstring"""

     def  __snake_case   (    self  :   Optional[Any]			)				->       Optional[Any]:
           lowerCamelCase__        =				logging.StreamHandler(sys.stdout			)
           logger.addHandler(A__			)

           lowerCamelCase__        =				self.get_auto_remove_tmp_dir()
           lowerCamelCase__        =				F"""
            run_glue_with_pabee.py
            --model_type albert
            --model_name_or_path albert-base-v2
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir {tmp_dir}
            --overwrite_output_dir
            --task_name mrpc
            --do_train
            --do_eval
            --per_gpu_train_batch_size=2
            --per_gpu_eval_batch_size=1
            --learning_rate=2e-5
            --max_steps=50
            --warmup_steps=2
            --seed=42
            --max_seq_length=128
            """.split()

           with patch.object(A__	,  'argv'	,  A__			):
                 lowerCamelCase__        =				run_glue_with_pabee.main()
                 for value in result.values():
                       self.assertGreaterEqual(A__	,  0.75			)