NPTEL Deep Learning for Computer Vision Week 11 Assignment Answers 2024
1. For this question, please see Question 1 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the value of z? (Select the closest option)
- z= [[-1.1450,1.5405]]
- z= [[-1.2653,1.5955]]
- z= [[-0.0293,0.3905]]
- z= [[-0.1337,0.4419]]
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2. For this question, please see Question 2 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the value of mean of x recon? (Select the closest option)
- 0.1
- -0.1
- 0.5
- -0.5
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3. For this question, please see Question 3 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. Which of the following is true?
- Generator Loss = Discriminator loss
- Generator loss < Discriminator loss
- Generator loss > Discriminator loss
Answer :-
4. For this question, please see Question 4 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the value of Alpha Cumulative Product at Timestep 999? (Select the closest value)
- 10−1
- 10−3
- 10−5
- 10−7
Answer :-
5. For this question, please see Question 5 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the value for x[999][500]?
- 1.5
- -1.5
- 2.5
- -2.5
Answer :-
6. For this question, please see Question 6 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the mean at last time step of Forward process?(Select the closest value)
- 0
- 0.25
- 0.5
- 1
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