Batching
Static batching fixes a request group until every sequence in that group finishes. Continuous batching replaces completed sequences at iteration boundaries while other sequences continue.
Static scheduling can suit uniform offline work, while continuous scheduling often uses capacity better under mixed interactive lengths. Queue policy, shape variance, and latency objectives decide the fit.
Benchmarks compare both with identical prompts, outputs, concurrency boundaries, and hardware. Operators inspect throughput and tail latency rather than naming a universal winner.
Static batching fixes a request group until every sequence in that group finishes. Continuous batching replaces completed sequences at iteration boundaries while other sequences continue. Benchmarks compare both with identical prompts, outputs, concurrency boundaries, and hardware. Operators inspect throughput and tail latency rather than naming a universal winner.
Static scheduling can suit uniform offline work, while continuous scheduling often uses capacity better under mixed interactive lengths. Queue policy, shape variance, and latency objectives decide the fit.
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