Question

Which of the following is true? A) In batch gradient descent we update the weights and biases of the neural network after forward pass over each training example. B) In batch gradient descent we update the weights and biases of our neural network after forward pass over all the training examples. C) Each step of stochastic gradient descent takes more time than each step of batch gradient descent. D) None of these three options is correct

Answer 1

Solution is (B)

In batch gradient descent we update the weights and biases of neural network after forward pass over all the training examples.

Answer 2

We have been given a question and we have been given options and we have to choose the correct option from the given options.

The question given to us is that which of the given statement is true.

The answer to the question is D) None of these three options is correct.