




from datetime import datetime

import matplotlib.pyplot as plt
import torch







def lowerCamelCase__  (     _lowercase ):

     '''simple docstring'''


     for param in module.parameters():
          UpperCAmelCase_     :				str  =     False







def lowerCamelCase__  (     ):

     '''simple docstring'''


     UpperCAmelCase_     :				List[str]  =     '''cuda''' if torch.cuda.is_available() else '''cpu'''
     if torch.backends.mps.is_available() and torch.backends.mps.is_built():
          UpperCAmelCase_     :				Dict  =     '''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 lowerCamelCase__  (     _lowercase ):

     '''simple docstring'''


     UpperCAmelCase_     :				Tuple  =     plt.imshow(_lowercase )
     fig.axes.get_xaxis().set_visible(_lowercase )
     fig.axes.get_yaxis().set_visible(_lowercase )
     plt.show()







def lowerCamelCase__  (     ):

     '''simple docstring'''


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





def lowerCamelCase__  (     _lowercase					,		_lowercase ):

     '''simple docstring'''


     while a != 0:
          UpperCAmelCase_,       UpperCAmelCase_     :				Optional[int]  =     b % a, a
     return b







def lowerCamelCase__  (     _lowercase					,		_lowercase ):

     '''simple docstring'''


     if gcd(_lowercase					,		_lowercase ) != 1:
          UpperCAmelCase_     :				int  =     f'''mod inverse of {a!r} and {m!r} does not exist'''
          raise ValueError(_lowercase )
     UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_     :				Union[str, Any]  =     1, 0, a
     UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_     :				Dict  =     0, 1, m
     while va != 0:
          UpperCAmelCase_     :				List[Any]  =     ua // va
          UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_,       UpperCAmelCase_     :				Any  =     (ua - q * va), (ua - q * va), (ua - q * va), va, va, va
     return ua % m