
'''simple docstring'''







from datetime import datetime

import matplotlib.pyplot as plt
import torch
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			Tuple							):



						"""simple docstring"""





						for param in module.parameters():
												lowercase_     :					Optional[Any]													=	False
def  snake_case_		(    ):



						"""simple docstring"""





						lowercase_     :					int													=	'''cuda''' if torch.cuda.is_available() else '''cpu'''
						if torch.backends.mps.is_available() and torch.backends.mps.is_built():
												lowercase_     :					Tuple													=	'''mps'''
						if device == "mps":
												print(
												    '''WARNING: MPS currently doesn\'t seem to work, and messes up backpropagation without any visible torch'''
												    ''' errors. I recommend using CUDA on a colab notebook or CPU instead if you\'re facing inexplicable issues'''
												    ''' with generations.'''							)
						return device
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			List[str]							):



						"""simple docstring"""





						lowercase_     :					Any													=	plt.imshow(__SCREAMING_SNAKE_CASE							)
						fig.axes.get_xaxis().set_visible(__SCREAMING_SNAKE_CASE							)
						fig.axes.get_yaxis().set_visible(__SCREAMING_SNAKE_CASE							)
						plt.show()




def  snake_case_		(    ):



						"""simple docstring"""





						lowercase_     :					Optional[int]													=	datetime.now()
						lowercase_     :					int													=	current_time.strftime('''%H:%M:%S'''							)
						return timestamp





'''simple docstring'''







from typing import Optional
from urllib.parse import quote

import huggingface_hub as hfh
from packaging import version
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			str				,				__SCREAMING_SNAKE_CASE :			str				,				__SCREAMING_SNAKE_CASE :			Optional[str] = None							):



						"""simple docstring"""





						if version.parse(hfh.__version__							).release < version.parse('''0.11.0'''							).release:
												# old versions of hfh don't url-encode the file path
												lowercase_     :					int													=	quote(__SCREAMING_SNAKE_CASE							)
						return hfh.hf_hub_url(__SCREAMING_SNAKE_CASE				,				__SCREAMING_SNAKE_CASE				,				repo_type='''dataset'''				,				revision=__SCREAMING_SNAKE_CASE							)



