Static Batching: How Batch Scheduling Limits GPU Efficiency

Created by Abhyuday DesaiPublished , v1Runs 5 min 49 sec
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About this video

A step-by-step visual demo of static batching in LLM inference. Walks through a real-time timeline showing how batch lock-in, wasted GPU slots, and queue starvation create latency and waste compute. Sets up the case for continuous batching.

What changed

  1. v104 Apr 2026abhydesai5 min 49 sec

    First published cut.

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