



import argparse

from transformers import CLIPImageProcessor, CLIPVisionModelWithProjection

from diffusers import UnCLIPImageVariationPipeline, UnCLIPPipeline


if __name__ == "__main__":
				lowerCAmelCase__					  =  argparse.ArgumentParser()

				parser.add_argument('''--dump_path''', default=None, type=str, required=True, help='''Path to the output model.''')

				parser.add_argument(
				    '''--txt2img_unclip''',
				    default='''kakaobrain/karlo-v1-alpha''',
				    type=str,
				    required=False,
				    help='''The pretrained txt2img unclip.''',
				)

				lowerCAmelCase__					  =  parser.parse_args()

				lowerCAmelCase__					  =  UnCLIPPipeline.from_pretrained(args.txtaimg_unclip)

				lowerCAmelCase__					  =  CLIPImageProcessor()
				lowerCAmelCase__					  =  CLIPVisionModelWithProjection.from_pretrained('''openai/clip-vit-large-patch14''')

				lowerCAmelCase__					  =  UnCLIPImageVariationPipeline(
				    decoder=txtaimg.decoder,
				    text_encoder=txtaimg.text_encoder,
				    tokenizer=txtaimg.tokenizer,
				    text_proj=txtaimg.text_proj,
				    feature_extractor=feature_extractor,
				    image_encoder=image_encoder,
				    super_res_first=txtaimg.super_res_first,
				    super_res_last=txtaimg.super_res_last,
				    decoder_scheduler=txtaimg.decoder_scheduler,
				    super_res_scheduler=txtaimg.super_res_scheduler,
				)

				imgaimg.save_pretrained(args.dump_path)









from __future__ import annotations

from math import pi

# Define the Reduced Planck Constant ℏ (H bar), speed of light C, value of
# Pi and the function
lowerCAmelCase__					  =  1.054571817e-34  # unit of ℏ : J * s

lowerCAmelCase__					  =  3e8  # unit of c : m * s^-1


def  __lowerCamelCase (       lowerCamelCase__					,			lowerCamelCase__					,			lowerCamelCase__						):

				"""simple docstring"""


				if (force, area, distance).count(0						) != 1:
								raise ValueError("One and only one argument must be 0"						)
				if force < 0:
								raise ValueError("Magnitude of force can not be negative"						)
				if distance < 0:
								raise ValueError("Distance can not be negative"						)
				if area < 0:
								raise ValueError("Area can not be negative"						)
				if force == 0:
								lowercase__					:   Optional[Any]													=					(REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2 * area) / (
								    240 * (distance) ** 4
								)
								return {"force": force}
				elif area == 0:
								lowercase__					:   str													=					(240 * force * (distance) ** 4) / (
								    REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2
								)
								return {"area": area}
				elif distance == 0:
								lowercase__					:   Tuple													=					(
								    (REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2 * area) / (240 * force)
								) ** (1 / 4)
								return {"distance": distance}
				raise ValueError("One and only one argument must be 0"						)


# Run doctest
if __name__ == "__main__":
				import doctest

				doctest.testmod()




