Question 1
15
10
2
Insufficient information
Deep Learning Quiz 1: 16 October 2022, Set QPF1 (September 2022 term)
The IIT Madras BS Deep Learning (Deep Learning) Quiz 1 paper sat on 16 Oct 2022, in the September 2022 term, set QPF1: 5 questions for 16 marks in 120 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.
- 5
- 16
- 120 min
- 4
- 1
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Correct answer
15
Question 2
A team has a dataset that contains 10000 samples for training a feed forward neural network. Suppose they decided to use the mini-batch gradient descent algorithm to update the weights. How many times do the weights get updated after training the network for 10 epochs with a mini-batch size of 1000?
100
10000
1000
10
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Correct answer
100
Question 3
The updated weight,after one iteration, moves past the minimum at A if theweight is initialized at point D
The updated weight,after one iteration, moves past the minimum at A if theweight is initialized at point C
The updated weight,after one iteration, moves towards the minimum at A ifthe weight is initialized at point C
The updated weight,after one iteration, moves away from the minimum at B ifthe weight is initialized at point C
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Correct answers
The updated weight,after one iteration, moves past the minimum at A if theweight is initialized at point D
The updated weight,after one iteration, moves towards the minimum at A ifthe weight is initialized at point C
The updated weight,after one iteration, moves away from the minimum at B ifthe weight is initialized at point C
Question 4
Based on the above data, answer the given subquestions.
Are the data points linearly separable?
Yes
No
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Correct answer
Yes
Question 5
Based on the above data, answer the given subquestions.
TRUE
FALSE
Not possible to decide
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Correct answer
TRUE