PyTorch is an open-source machine learning library developed by Facebook. It is used for deep neural network and natural language processing purposes.
The function torch.full() returns a tensor of size size filled with fill_value.
Syntax: torch.ones(size, fill_value, out=None)
Parameters:
size: a sequence of integers defining the shape of the output tensor
fill_value: the number to fill the output tensor with.
out (Tensor, optional): the output tensorReturn type: A tensor
Code #1:
# Importing the PyTorch library import torch # Applying the full function and # storing the resulting tensor in 'a' a = torch.full([3, 4], 3) print("a = ", a) b = torch.full([2, 5], 3.5) print("b = ", b) |
Output:
a = tensor([[3., 3., 3., 3.],
[3., 3., 3., 3.],
[3., 3., 3., 3.]])
b = tensor([[3.5000, 3.5000, 3.5000, 3.5000, 3.5000],
[3.5000, 3.5000, 3.5000, 3.5000, 3.5000]])
