Introduction to Big Data · End Term · 13 Apr 2025 · January 2025 term · Set 1-6

Question 11: Suppose there’s a new transformer model from Facebook th…

Question 11

+2 marksOne correct option

Suppose there’s a new transformer model from Facebook that is orders of magnitude smaller than mobilenet_v2 and has a better F1 score. Will these lines of code still be required in the pipeline?

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.

Show answer

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

See the whole paper Take it as a mock test

Question 11 of 19 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.

Question 11: Suppose there’s a new transformer model from Facebook th…

Question 11

More questions from this paper