Figure from the original question paper

(C) The new nn.Linear layer's in_features is incorrect; it should be 1280 to match the features coming from the rest of the network, not 1000.

(A) There is no error; this correctly replaces the final layer.

(B) The entire model.classifier Sequential module must be replaced, not just a single layer.

(D) The dropout layer at model.classifier[0] must be removed for transfer learning to work.

Introduction to Deep Learning and Generative AI · End Term · 21 Dec 2025 · September 2025 term

Deep Learning and GenAI End Term 21 Dec 2025 — Question 8

Question 8

+2 marksOne correct option

A
There is no error; this correctly replaces the final layer.
B
The entire model.classifier Sequential module must be replaced, not just a single layer.
C
The new nn.Linear layer's in_features is incorrect; it should be 1280 to match the features coming from the rest of the network, not 1000.
D
The dropout layer at model.classifier[0] must be removed for transfer learning to work.

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Correct answer

C
The new nn.Linear layer's in_features is incorrect; it should be 1280 to match the features coming from the rest of the network, not 1000.

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Question 8 of 30 in the IIT Madras BS Introduction to Deep Learning and Generative AI (Deep Learning and GenAI) End Term paper sat on 21 Dec 2025, in the September 2025 term (Introduction To Deep Learning And Generative Ai 18 Dec 25). It carries 2 marks.

Deep Learning and GenAI End Term 21 Dec 2025 — Question 8

Question 8

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