torch.foreach.clone

torch.foreach.clone(inputs: TensorList, /, *, memory_format: memory_format | None = None) → tuple[Tensor, ...]

Clones every tensor in inputs.

This is semantically equivalent to applying torch.clone() independently at every list position. Does not mutate its arguments and returns a tuple of result tensors.

Tensor-list arguments must be non-empty. An accelerated multi-tensor implementation is used only when supported by the inputs; otherwise the operation falls back to per-tensor execution.

Parameters:

• inputs (list or tuple of Tensor) – tensors to clone.

• memory_format (torch.memory_format, optional) – desired memory format. If None, the input memory format is preserved. Default: None.

Returns:

a tuple containing the cloned tensors.