





"""simple docstring"""





from datetime import datetime

import matplotlib.pyplot as plt
import torch


def 			UpperCAmelCase__							(  SCREAMING_SNAKE_CASE     :						Union[str, Any]			):







      '''simple docstring'''




      for param in module.parameters():
            lowerCAmelCase  						=       False


def 			UpperCAmelCase__							(  ):







      '''simple docstring'''




      lowerCAmelCase  						=       """cuda""" if torch.cuda.is_available() else """cpu"""
      if torch.backends.mps.is_available() and torch.backends.mps.is_built():
            lowerCAmelCase  						=       """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 			UpperCAmelCase__							(  SCREAMING_SNAKE_CASE     :						Dict			):







      '''simple docstring'''




      lowerCAmelCase  						=       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 			UpperCAmelCase__							(  ):







      '''simple docstring'''




      lowerCAmelCase  						=       datetime.now()
      lowerCAmelCase  						=       current_time.strftime("""%H:%M:%S"""			)
      return timestamp













"""simple docstring"""





# This is the module that test_patching.py uses to test patch_submodule()

import os  # noqa: this is just for tests
import os as renamed_os  # noqa: this is just for tests
from os import path  # noqa: this is just for tests
from os import path as renamed_path  # noqa: this is just for tests
from os.path import join  # noqa: this is just for tests
from os.path import join as renamed_join  # noqa: this is just for tests


SCREAMING_SNAKE_CASE__					=   open  # noqa: we just need to have a builtin inside this module to test it properly






