




SCREAMING_SNAKE_CASE__    :    Union[str, Any]								=					[0.33, 0.44, 0.55, 0.44, 0.33]
SCREAMING_SNAKE_CASE__    :    Any								=					3
SCREAMING_SNAKE_CASE__    :    Dict								=					5

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

# Machine Time
SCREAMING_SNAKE_CASE__    :    int								=					0

def lowercase						(     SCREAMING_SNAKE_CASE   ) ->       List[str]:


			'''simple docstring'''







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

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

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

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

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

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

			# Machine Time
			machine_time += 1

def lowercase						(     ) ->       Tuple:


			'''simple docstring'''







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

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

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

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

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

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

			# Machine Time
			machine_time += 1

			return xorshift(SCREAMING_SNAKE_CASE					,						SCREAMING_SNAKE_CASE   ) % 0Xff_ff_ff_ff

def lowercase						(     ) ->       List[str]:


			'''simple docstring'''







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

			SCREAMING_SNAKE_CASE_			=	K
			SCREAMING_SNAKE_CASE_			=	[0] * m
			SCREAMING_SNAKE_CASE_			=	0


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

				# Pushing Data (Input)
				import random

				SCREAMING_SNAKE_CASE__    :    Dict								=					random.sample(range(0xFFFF_FFFF), 1_00)
				for chunk in message:
								push(chunk)

				# for controlling
				SCREAMING_SNAKE_CASE__    :    Any								=					""

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






from dataclasses import dataclass
from typing import List, Optional, Union

import numpy as np
import PIL

from ...utils import BaseOutput, is_invisible_watermark_available, is_torch_available, is_transformers_available



@dataclass
class 			a_					(    SCREAMING_SNAKE_CASE__    ):
	A						       =   42


if is_transformers_available() and is_torch_available() and is_invisible_watermark_available():
				from .pipeline_stable_diffusion_xl import StableDiffusionXLPipeline
				from .pipeline_stable_diffusion_xl_imgaimg import StableDiffusionXLImgaImgPipeline
