Problem SolvingDS Technical Skills

Design an inference batching system for a single GPU that can handle up to 100 inputs per batch while users wait synchronously, maximizing hardware utilization under strict compute constraints.

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Interview question asked to Data Scientists interviewing at Google, DataRobot, Zomato and other companies. Original question asked: Design an inference batching system for a single GPU that can handle up to 100 inputs per batch while users wait synchronously, maximizing hardware utilization under strict compute constraints..