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4 years ago

Assignment 1

Pytorch functions

The next functions are in different categories such as reduction operations and others.

  • Variance
  • Equality
  • Meshgrid
  • Determinant
  • Integral estimation
# Import torch and other required modules
import torch

Variance - torch.var()

Computes the variance of all elements in the tensor.

# Example 1
a = torch.rand(3,2)
a
tensor([[0.6225, 0.0801],
        [0.9252, 0.2917],
        [0.5757, 0.7284]])

A random tensor (a) of dimension 2 is generated with the rand() function.