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implement CUDA device selection by ID
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@ -1,7 +1,6 @@
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import sys, os, shlex
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import contextlib
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import torch
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from modules import errors
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# has_mps is only available in nightly pytorch (for now), `getattr` for compatibility
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@ -9,10 +8,26 @@ has_mps = getattr(torch, 'has_mps', False)
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cpu = torch.device("cpu")
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def extract_device_id(args, name):
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for x in range(len(args)):
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if name in args[x]: return args[x+1]
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return None
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def get_optimal_device():
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if torch.cuda.is_available():
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return torch.device("cuda")
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# CUDA device selection support:
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if "shared" not in sys.modules:
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commandline_args = os.environ.get('COMMANDLINE_ARGS', "") #re-parse the commandline arguments because using the shared.py module creates an import loop.
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sys.argv += shlex.split(commandline_args)
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device_id = extract_device_id(sys.argv, '--device-id')
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else:
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device_id = shared.cmd_opts.device_id
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if device_id is not None:
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cuda_device = f"cuda:{device_id}"
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return torch.device(cuda_device)
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else:
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return torch.device("cuda")
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if has_mps:
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return torch.device("mps")
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