





from __future__ import annotations

from statistics import mean







def       A__							(   SCREAMING_SNAKE_CASE__ , SCREAMING_SNAKE_CASE__ , SCREAMING_SNAKE_CASE__)       ->   list[int]:
  __snake_case:						int			  =						[0] * no_of_processes
  __snake_case:						Any			  =						[0] * no_of_processes

  # Initialize remaining_time to waiting_time.

  for i in range(SCREAMING_SNAKE_CASE__):
    __snake_case:						Any			  =						burst_time[i]
  __snake_case:						list[int]			  =						[]

  __snake_case:						Union[str, Any]			  =						0
  __snake_case:						Any			  =						0

  # When processes are not completed,
  # A process whose arrival time has passed \
  # and has remaining execution time is put into the ready_process.
  # The shortest process in the ready_process, target_process is executed.

  while completed != no_of_processes:
    __snake_case:						Dict			  =						[]
    __snake_case:						Optional[int]			  =						-1

    for i in range(SCREAMING_SNAKE_CASE__):
      if (arrival_time[i] <= total_time) and (remaining_time[i] > 0):
        ready_process.append(SCREAMING_SNAKE_CASE__)

    if len(SCREAMING_SNAKE_CASE__) > 0:
      __snake_case:						Any			  =						ready_process[0]
      for i in ready_process:
        if remaining_time[i] < remaining_time[target_process]:
          __snake_case:						int			  =						i
      total_time += burst_time[target_process]
      completed += 1
      __snake_case:						List[Any]			  =						0
      __snake_case:						str			  =						(
          total_time - arrival_time[target_process] - burst_time[target_process]
      )
    else:
      total_time += 1

  return waiting_time







def       A__							(   SCREAMING_SNAKE_CASE__ , SCREAMING_SNAKE_CASE__ , SCREAMING_SNAKE_CASE__)       ->   list[int]:
  __snake_case:						str			  =						[0] * no_of_processes
  for i in range(SCREAMING_SNAKE_CASE__):
    __snake_case:						List[Any]			  =						burst_time[i] + waiting_time[i]
  return turn_around_time


if __name__ == "__main__":
      print("[TEST CASE 01]")

      __UpperCAmelCase	:       str    	=							4
      __UpperCAmelCase	:       List[str]    	=							[2, 5, 3, 7]
      __UpperCAmelCase	:       Optional[Any]    	=							[0, 0, 0, 0]
      __UpperCAmelCase	:       Any    	=							calculate_waitingtime(arrival_time, burst_time, no_of_processes)
      __UpperCAmelCase	:       Optional[Any]    	=							calculate_turnaroundtime(
          burst_time, no_of_processes, waiting_time
      )

      # Printing the Result
      print("PID\tBurst Time\tArrival Time\tWaiting Time\tTurnaround Time")
      for i, process_id in enumerate(list(range(1, 5))):
            print(
                f'{process_id}\t{burst_time[i]}\t\t\t{arrival_time[i]}\t\t\t\t'
                f'{waiting_time[i]}\t\t\t\t{turn_around_time[i]}'
            )
      print(f'\nAverage waiting time = {mean(waiting_time):.5f}')
      print(f'Average turnaround time = {mean(turn_around_time):.5f}')













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


__UpperCAmelCase	:       str    	=							logging.get_logger(__name__)

__UpperCAmelCase	:       int    	=							{
    "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json",
    "RWKV/rwkv-4-430m-pile": "https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json",
    "RWKV/rwkv-4-1b5-pile": "https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json",
    "RWKV/rwkv-4-3b-pile": "https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json",
    "RWKV/rwkv-4-7b-pile": "https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json",
    "RWKV/rwkv-4-14b-pile": "https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json",
    "RWKV/rwkv-raven-1b5": "https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json",
    "RWKV/rwkv-raven-3b": "https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json",
    "RWKV/rwkv-raven-7b": "https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json",
    "RWKV/rwkv-raven-14b": "https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json",
}







class    __snake_case	(							__lowerCamelCase      ):





       '''simple docstring'''







       lowerCAmelCase__						=					"""rwkv"""
       lowerCAmelCase__						=					{"""max_position_embeddings""": """context_length"""}




       def __init__(  self			:   Dict							,    A			:   List[Any]=50_277							,    A			:   List[Any]=1_024							,    A			:   Union[str, Any]=4_096							,    A			:   Tuple=32							,    A			:   List[Any]=None							,    A			:   Tuple=None							,    A			:   Tuple=1E-5							,    A			:   int=0							,    A			:   Optional[int]=0							,    A			:   Dict=6							,    A			:   Dict=False							,    A			:   int=True							,    **A			:   List[Any]							,    ):
         __snake_case:						Tuple			  =						vocab_size
         __snake_case:						Any			  =						context_length
         __snake_case:						Dict			  =						hidden_size
         __snake_case:						Dict			  =						num_hidden_layers
         __snake_case:						Union[str, Any]			  =						attention_hidden_size if attention_hidden_size is not None else hidden_size
         __snake_case:						str			  =						intermediate_size if intermediate_size is not None else 4 * hidden_size
         __snake_case:						Any			  =						layer_norm_epsilon
         __snake_case:						int			  =						rescale_every
         __snake_case:						str			  =						use_cache

         __snake_case:						Dict			  =						bos_token_id
         __snake_case:						Union[str, Any]			  =						eos_token_id

         super().__init__(
             tie_word_embeddings=A							,    bos_token_id=A							,    eos_token_id=A							,    **A		)






