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Deep Learning · Quiz 2 · 6 Aug 2023 · May 2023 term

Question 6: We know that the weight update rule for gradient descent …

Question 6

+5 marksOne or more correct options

We know that the weight update rule for gradient descent algorithm is given by

wt+1=wt−ηt∇wtw_{t+1} = w_t - \eta_t \nabla w_t

which is equivalently written as

wt+1=w0−ηt∑i=1t∇wiw_{t+1} = w_0 - \eta_t \sum_{i=1}^{t} \nabla w_i

Choose all the correct bounds

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • B
  • C
  • D
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Question 6 of 15 in the IIT Madras BS Deep Learning (Deep Learning) Quiz 2 paper sat on 6 Aug 2023, in the May 2023 term (IIT M DEGREE AN3 EXAM QPE3 06 Aug 2023). It carries 5 marks.

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