Compare float types and design ablation
Company: Amazon
Role: Applied Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates understanding of floating-point numerical representations and experimental design for ablation studies, testing competencies in numerical precision, dynamic range, memory and performance trade-offs, detection of underflow/overflow/rounding errors, and the ability to design controlled experiments.
