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Assignment-1

PyTorch 5 Basic Functions

PyTorch: Zero to GANS

Overview of PyTorch functions with examples.

  • torch.square()
  • torch.reshape()
  • torch.tensor.item()
  • torch.cat()
  • torch.ceil()
# Import torch and other required modules
import torch

Function 1 - torch.square()

Returns square of the elemet.

# Example 1 - A element square is returned.
a = torch.randn(4)
torch.square(a)
a
tensor([ 0.5160, -1.1102, -0.8410,  1.1848])

Square of the tensor is returned by the tensor.