Unverified50% confidenceFactExact time
The core idea of continuous batching is to dynamically replace completed requests with new ones at each iteration step, thereby improving hardware utilization.
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50%
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Long-term
Relevance
10/4/2026
First Seen
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Related Claims
Unverified大模型服务商通常采用批处理技术提高吞吐量，连续批处理允许新请求动态插入正在处理的批次，而静态批处理需等待完整批次处理完毕77% similarVerifiedContinuous Batching allows an inference engine to dynamically merge multiple requests within a single forward pass to maximize GPU utilization.75% similarVerifiedContinuous batching allows new requests to be inserted and completed requests to be removed at any iteration step, keeping the GPU running at full load at every step.75% similarVerified连续批处理（Continuous Batching）采用迭代级别的调度粒度，每完成一个 token 生成便可移出已完成请求并插入新请求74% similar
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