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+
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+
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+
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+ device = torch.device(device)
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+
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+ if device.type != "cuda":
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+ return module.forward(*args, **kwargs)
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+
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+ # If the module is on a cuda device,
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+ # move any CPU tensor in args or kwargs to the same cuda device.
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+ # Since torch script does not support generator expression,
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+ # have to use concatenation instead of
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+ # ``tuple(i.to(device) if isinstance(i, Tensor) else i for i in *args)``.
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+ args = (*args,)
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+ out_args: Tuple[()] = ()
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+ for arg in args:
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+ arg = (arg.to(device),) if isinstance(arg, Tensor) else (arg,)
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+ out_args = out_args + arg
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+ kwargs = {**kwargs}
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+ if isinstance(v, Tensor):
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+ kwargs[k] = kwargs[k].to(device)
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+
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+ if is_device_map_set:
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+ return module.forward(*out_args, **kwargs)
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+
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+ # If the device map is empty, then only CPU tensors are allowed to send over wire,
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+ # so have to move any GPU tensor to CPU in the output.
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+ # Since torch script does not support generator expression,
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+ # have to use concatenation instead of
76
+ # ``tuple(i.cpu() if isinstance(i, Tensor) else i for i in module.forward(*out_args, **kwargs))``.
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+ ret: Tuple[()] = ()
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+ for i in module.forward(*out_args, **kwargs):
79
+ i = (i.cpu(),) if isinstance(i, Tensor) else (i,)
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+ ret = ret + i
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+ return ret
tokenizer.json ADDED
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+ "content": "▁<EOT>",
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+ "eot_token": "▁<EOT>",
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