


from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCAmelCase__     			=							logging.get_logger(__name__)

UpperCAmelCase__     			=							{
    '''uw-madison/yoso-4096''': '''https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json''',
    # See all YOSO models at https://huggingface.co/models?filter=yoso
}







class    lowerCamelCase__     ( lowerCAmelCase):
     SCREAMING_SNAKE_CASE__       =    '''yoso'''





     def __init__(self	,  UpperCAmelCase=5_0_2_6_5	,  UpperCAmelCase=7_6_8	,  UpperCAmelCase=1_2	,  UpperCAmelCase=1_2	,  UpperCAmelCase=3_0_7_2	,  UpperCAmelCase="gelu"	,  UpperCAmelCase=0.1	,  UpperCAmelCase=0.1	,  UpperCAmelCase=4_0_9_6	,  UpperCAmelCase=1	,  UpperCAmelCase=0.02	,  UpperCAmelCase=1e-12	,  UpperCAmelCase="absolute"	,  UpperCAmelCase=True	,  UpperCAmelCase=9	,  UpperCAmelCase=6_4	,  UpperCAmelCase=None	,  UpperCAmelCase=True	,  UpperCAmelCase=True	,  UpperCAmelCase=1	,  UpperCAmelCase=0	,  UpperCAmelCase=2	,  **UpperCAmelCase	,  )  ->     int:
      super().__init__(pad_token_id=UpperCAmelCase	,  bos_token_id=UpperCAmelCase	,  eos_token_id=UpperCAmelCase	,  **UpperCAmelCase )

      _lowercase							   =vocab_size
      _lowercase							   =max_position_embeddings
      _lowercase							   =hidden_size
      _lowercase							   =num_hidden_layers
      _lowercase							   =num_attention_heads
      _lowercase							   =intermediate_size
      _lowercase							   =hidden_act
      _lowercase							   =hidden_dropout_prob
      _lowercase							   =attention_probs_dropout_prob
      _lowercase							   =initializer_range
      _lowercase							   =type_vocab_size
      _lowercase							   =layer_norm_eps
      _lowercase							   =position_embedding_type
      _lowercase							   =use_expectation
      _lowercase							   =hash_code_len
      _lowercase							   =num_hash
      _lowercase							   =conv_window
      _lowercase							   =use_fast_hash
      _lowercase							   =lsh_backward










UpperCAmelCase__     			=							[0.33, 0.44, 0.55, 0.44, 0.33]
UpperCAmelCase__     			=							3
UpperCAmelCase__     			=							5

# Buffer Space (with Parameters Space)
UpperCAmelCase__     			=							[]
UpperCAmelCase__     			=							[]

# Machine Time
UpperCAmelCase__     			=							0
def        UpperCAmelCase_      (							__snake_case		)  ->    Tuple:







 """simple docstring"""


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

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

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

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

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

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

 # Machine Time
 machine_time += 1
def        UpperCAmelCase_      (							)  ->    Union[str, Any]:







 """simple docstring"""


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

 # PRNG (Xorshift by George Marsaglia)
 def xorshift(__snake_case  ,		__snake_case		):
  x ^= y >> 13
  y ^= x << 17
  x ^= y >> 5
  return x

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

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

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

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

 # Machine Time
 machine_time += 1

 return xorshift(__snake_case  ,		__snake_case		) % 0XF_F_F_F_F_F_F_F
def        UpperCAmelCase_      (							)  ->    int:







 """simple docstring"""


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

 _lowercase							   =K
 _lowercase							   =[0] * m
 _lowercase							   =0


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

  # Pushing Data (Input)
  import random

  UpperCAmelCase__     			=							random.sample(range(0xffff_ffff), 100)
  for chunk in message:
    push(chunk)

  # for controlling
  UpperCAmelCase__     			=							''''''

  # Pulling Data (Output)
  while inp in ("e", "E"):
    print(f'''{format(pull(), '#04x')}''')
    print(buffer_space)
    print(params_space)
    UpperCAmelCase__     			=							input('''(e)exit? ''').strip()

