nerdexam
Huawei

H13-311_V3.5 · Question #198

Global gradient descent algorithm, stochastic gradient descent algorithm and batch gradient descent algorithm are all gradient descent algorithms. The following is wrong about its advantages and…

The correct answer is C. Stochastic gradient algorithm can find the minimum value of the loss function. See the full explanation below for the reasoning.

Question

Global gradient descent algorithm, stochastic gradient descent algorithm and batch gradient descent algorithm are all gradient descent algorithms. The following is wrong about its advantages and disadvantages.

Options

  • AThe global gradient algorithm can find the minimum value of the loss function
  • BBatch gradient algorithm can solve the local minimum problem
  • CStochastic gradient algorithm can find the minimum value of the loss function
  • DThe convergence process of the global gradient algorithm is time-consuming

How the community answered

(23 responses)
  • A
    13% (3)
  • B
    4% (1)
  • C
    78% (18)
  • D
    4% (1)

Community Discussion

No community discussion yet for this question.

Full H13-311_V3.5 Practice