  import logging
  import os
  import platform
  
  from lib.utils import keras_backend_quiet
  
  K = keras_backend_quiet()
  
  if platform.system() == 'Darwin':
      import pynvx  # pylint: disable=import-error
      IS_MACOS = True
  else:
 
</s> remove from lib.utils import FaceswapError, get_folder, get_image_paths
 </s> add from lib.utils import FaceswapError, get_backend, get_folder, get_image_paths </s> remove """ Obtain information about the running system, environment and gpu """
 </s> add """ Obtain information about the running system, environment and GPU. """ </s> remove from tqdm import tqdm
 </s> add  </s> remove """ Information on available Nvidia GPUs """
 </s> add """ Collects and returns Information on available GPUs.

The information returned from this module provides information for both Nvidia and AMD GPUs.
However, the information available for Nvidia is far more thorough than what is available for
AMD, where we need to plug into plaidML to pull stats. The quality of this data will vary
depending on the OS' particular OpenCL implementation.
"""
from lib.utils import get_backend
  import logging
  import os
  import platform
  
from lib.utils import get_backend
from lib.utils import get_backend
from lib.utils import get_backend
  
  if platform.system() == 'Darwin':
      import pynvx  # pylint: disable=import-error
      IS_MACOS = True
  else:
keep keep keep keep replace replace replace keep keep keep keep keep
 Core Updates (#1015)

- Remove lib.utils.keras_backend_quiet and replace with get_backend() where relevant
- Document lib.gpu_stats and lib.sys_info
- Remove call to GPUStats.is_plaidml from convert and replace with get_backend()
- lib.gui.menu - typofix 
lib/gpu_stats.py