Question 5
Truncation eliminates the vanishing-gradient problem entirely, because gradients no longer traverse long products.
Truncation increases memory usage because the whole computation graph must be retained.
Truncation eliminates the vanishing-gradient problem entirely, because gradients no longer traverse long products.
Truncation increases memory usage because the whole computation graph must be retained.
Correct answer
Question 5 of 19 in the IIT Madras BS Introduction to Deep Learning and Generative AI (Deep Learning and GenAI) Quiz 2 paper sat on 16 Aug 2026, in the May 2026 term (Introduction To Deep Learning And Generative Ai 14 Aug 26). It carries 2 marks.