
import argparse
import os

import torch

from transformers.utils import WEIGHTS_NAME


SCREAMING_SNAKE_CASE							:Union[str, Any]										=    ['small', 'medium', 'large']

SCREAMING_SNAKE_CASE							:Dict										=    'lm_head.decoder.weight'
SCREAMING_SNAKE_CASE							:Any										=    'lm_head.weight'


def 						UpperCAmelCase      (     a_		,       a_						)		->     Dict:







				"""simple docstring"""



				__A             =			torch.load(a_						)
				__A             =			d.pop(a_						)
				os.makedirs(a_		,       exist_ok=a_						)
				torch.save(a_		,       os.path.join(a_		,       a_						)						)


if __name__ == "__main__":
					SCREAMING_SNAKE_CASE							:Dict										=    argparse.ArgumentParser()
					parser.add_argument('--dialogpt_path', default='.', type=str)
					SCREAMING_SNAKE_CASE							:Optional[Any]										=    parser.parse_args()
					for MODEL in DIALOGPT_MODELS:
										SCREAMING_SNAKE_CASE							:Dict										=    os.path.join(args.dialogpt_path, f'''{MODEL}_ft.pkl''')
										SCREAMING_SNAKE_CASE							:Optional[int]										=    f'''./DialoGPT-{MODEL}'''
										convert_dialogpt_checkpoint(
										    checkpoint_path,
										    pytorch_dump_folder_path,
										)


from __future__ import annotations


def 						UpperCAmelCase      (     a_ = 4						)		->     list[list[int]]:







				"""simple docstring"""



				__A             =			abs(a_						) or 4
				return [[1 + x + y * row_size for x in range(a_						)] for y in range(a_						)]


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				return reverse_row(transpose(a_						)						)
				# OR.. transpose(reverse_column(matrix))


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				return reverse_row(reverse_column(a_						)						)
				# OR.. reverse_column(reverse_row(matrix))


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				return reverse_column(transpose(a_						)						)
				# OR.. transpose(reverse_row(matrix))


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				__A             =			[list(a_						) for x in zip(*a_						)]
				return matrix


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				__A             =			matrix[::-1]
				return matrix


def 						UpperCAmelCase      (     a_						)		->     list[list[int]]:







				"""simple docstring"""



				__A             =			[x[::-1] for x in matrix]
				return matrix


def 						UpperCAmelCase      (     a_						)		->     None:







				"""simple docstring"""



				for i in matrix:
								print(*a_						)


if __name__ == "__main__":
					SCREAMING_SNAKE_CASE							:Union[str, Any]										=    make_matrix()
					print('\norigin:\n')
					print_matrix(matrix)
					print('\nrotate 90 counterclockwise:\n')
					print_matrix(rotate_aa(matrix))

					SCREAMING_SNAKE_CASE							:Tuple										=    make_matrix()
					print('\norigin:\n')
					print_matrix(matrix)
					print('\nrotate 180:\n')
					print_matrix(rotate_aaa(matrix))

					SCREAMING_SNAKE_CASE							:Union[str, Any]										=    make_matrix()
					print('\norigin:\n')
					print_matrix(matrix)
					print('\nrotate 270 counterclockwise:\n')
					print_matrix(rotate_aaa(matrix))
