  #!/usr/bin/env python3
  """ Collects and returns Information on DirectX 12 hardware devices for DirectML. """
  import os
  import ctypes
  from ctypes import POINTER, Structure, windll
  from dataclasses import dataclass
  from enum import Enum, IntEnum
 
</s> remove         labels: list
 </s> add         labels: list[str]
import sys
assert sys.platform == "win32"

  #!/usr/bin/env python3
  """ Collects and returns Information on DirectX 12 hardware devices for DirectML. """
  import os
import sys
assert sys.platform == "win32"

  import ctypes
  from ctypes import POINTER, Structure, windll
  from dataclasses import dataclass
  from enum import Enum, IntEnum
keep keep add keep keep keep keep
 Bugfixes
  - plugin.train.unbalanced - decoder b
  - gui.stats - crash when log folder deleted
  - setup.py - install gcc=12.1.0 on linux (scipy dep)
  - setup.py - don't test ROCm unless valid
  - typofix - cli_args extract singleprocess help
typing
  - lib.gui.analysis.event_reader
  - lib.gpu_stats.directml - make platform specific
unit tests
  - lib.gui.analysis.event_reader 
lib/gpu_stats/directml.py