Unverified50% confidenceFactExact time
Continuous batching dynamically inserts and removes requests at each decoding step, and can significantly improve throughput compared with static batching.
1
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50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
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Related Claims
UnverifiedContinuous Batching manages batches at the iteration level, checking after each round of token generation whether any request has completed and assigning the freed slot to a new request, achieving throughput improvements of several times over static batching.79% similarUnverifiedContinuous batching dynamically packs requests from different users, causing the same prompt to land on different compute paths at different times.75% similarUnverifiedContinuous Batching uses iteration-level scheduling, making scheduling decisions at each decoding step, and is one of the key technologies enabling high-concurrency processing capability.74% similarUnverifiedIn certain scenarios (such as special combinations of modulo operations), manual optimization can still outperform the compiler's automatic constant-division conversion.73% similarUnverifiedThe agent workflow is serial multi-turn reasoning, with the full context reprocessed each turn, so under the low speed of CPU inference, latency accumulates multiplicatively.71% similar
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