torch.Tensor.new_zeros¶
-
Tensor.
new_zeros
(size, dtype=None, device=None, requires_grad=False) → Tensor¶ Returns a Tensor of size
size
filled with0
. By default, the returned Tensor has the sametorch.dtype
andtorch.device
as this tensor.- Parameters
size (int...) – a list, tuple, or
torch.Size
of integers defining the shape of the output tensor.dtype (
torch.dtype
, optional) – the desired type of returned tensor. Default: if None, sametorch.dtype
as this tensor.device (
torch.device
, optional) – the desired device of returned tensor. Default: if None, sametorch.device
as this tensor.requires_grad (bool, optional) – If autograd should record operations on the returned tensor. Default:
False
.
Example:
>>> tensor = torch.tensor((), dtype=torch.float64) >>> tensor.new_zeros((2, 3)) tensor([[ 0., 0., 0.], [ 0., 0., 0.]], dtype=torch.float64)