def _configure_backend(self, arguments):
""" Configure the backend.
Exclude any GPUs for use by Faceswap when requested.
Set Faceswap backend to CPU if all GPUs have been deselected.
Add the Keras import interception code.
Parameters
----------
arguments: :class:`argparse.Namespace`
The command line arguments passed to Faceswap.
"""
if not hasattr(arguments, "exclude_gpus"):
# Cpu backends will not have this attribute
logger.debug("Adding missing exclude gpus argument to namespace")
setattr(arguments, "exclude_gpus", None)
if arguments.exclude_gpus:
if not all(idx.isdigit() for idx in arguments.exclude_gpus):
logger.error(
"GPUs passed to the ['-X', '--exclude-gpus'] argument must all be "
"integers.")
sys.exit(1)
arguments.exclude_gpus = [
int(idx) for idx in arguments.exclude_gpus
]
set_exclude_devices(arguments.exclude_gpus)
if ((get_backend() == "cpu" or GPUStats().exclude_all_devices) and
(self._command == "extract" and arguments.detector == "s3fd")):
logger.error(
"Extracting on CPU is not currently for detector: '%s'",
arguments.detector.upper())
sys.exit(0)
if GPUStats().exclude_all_devices and get_backend() != "cpu":
msg = "Switching backend to CPU"
if get_backend() == "amd":
msg += (". Using Tensorflow for CPU operations.")
os.environ["KERAS_BACKEND"] = "tensorflow"
set_backend("cpu")
logger.info(msg)
# Add Keras finder to the meta_path list as the first item
sys.meta_path.insert(0, KerasFinder())
logger.debug("Executing: %s. PID: %s", self._command, os.getpid())
if get_backend() == "amd":
plaidml_found = self._setup_amd(arguments)
if not plaidml_found:
safe_shutdown(got_error=True)
sys.exit(1)
def _configure_backend(self, arguments):
""" Configure the backend.
Exclude any GPUs for use by Faceswap when requested.
Set Faceswap backend to CPU if all GPUs have been deselected.
Parameters
----------
arguments: :class:`argparse.Namespace`
The command line arguments passed to Faceswap.
"""
if get_backend() == "cpu":
# Cpu backends will not have this attribute
logger.debug("Adding missing exclude gpus argument to namespace")
setattr(arguments, "exclude_gpus", None)
return
if arguments.exclude_gpus:
if not all(idx.isdigit() for idx in arguments.exclude_gpus):
logger.error(
"GPUs passed to the ['-X', '--exclude-gpus'] argument must all be "
"integers.")
sys.exit(1)
arguments.exclude_gpus = [
int(idx) for idx in arguments.exclude_gpus
]
set_exclude_devices(arguments.exclude_gpus)
if GPUStats().exclude_all_devices:
msg = "Switching backend to CPU"
if get_backend() == "amd":
msg += (". Using Tensorflow for CPU operations.")
os.environ["KERAS_BACKEND"] = "tensorflow"
set_backend("cpu")
logger.info(msg)
logger.debug("Executing: %s. PID: %s", self._command, os.getpid())
if get_backend() == "amd" and not self._setup_amd(arguments):
safe_shutdown(got_error=True)