Figure from the original question paper

(C) No, since the primary function of these lines of code is to eliminate repeatedDL model loads as DL models are large in size

(A) Yes, since they check the syntax of the model function so that there are noerrors

(B) Yes, they invoke PyTorch libraries that have already been setup for modelscoring on GCP using APIs embedded within the function

(D) Yes, they are Map-style UDFs that make it an embarrassingly parallelcomputation thus making the execution parallelized and fast.

(E) Yes, since the new model will potentially have large load times.

Introduction to Big Data · End Term · 13 Apr 2025 · January 2025 term · Set 1-2

Intro to Big Data End Term 13 Apr 2025 — Question 12

Question 12

+2 marksOne correct option

A
Yes, since they check the syntax of the model function so that there are noerrors
B
Yes, they invoke PyTorch libraries that have already been setup for modelscoring on GCP using APIs embedded within the function
C
No, since the primary function of these lines of code is to eliminate repeatedDL model loads as DL models are large in size
D
Yes, they are Map-style UDFs that make it an embarrassingly parallelcomputation thus making the execution parallelized and fast.
E
Yes, since the new model will potentially have large load times.

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Correct answer

C
No, since the primary function of these lines of code is to eliminate repeatedDL model loads as DL models are large in size

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Question 12 of 20 in the IIT Madras BS Introduction to Big Data (Intro to Big Data) End Term paper sat on 13 Apr 2025, in the January 2025 term (IIT M IMPROVEMENT FN EXAM QIM2 13 Apr). It carries 2 marks.

Intro to Big Data End Term 13 Apr 2025 — Question 12

Question 12

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