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Structured output slowed generation. Is the cause grammar compilation, mask construction, or host scheduling?

Use cold-schema and warm-batch traces to separate compilation from recurring stalls. Identify the exposed delay, choose a targeted experiment, and preserve output correctness.

Updated Oct 2026 · Worked answers on inference mechanisms, with calculations, implementation details, and follow-up questions.

Use cold-schema and warm-batch traces to separate compilation from recurring stalls. Identify the exposed delay, choose a targeted experiment, and preserve output correctness.

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UP NEXT ON YOUR JOURNEY

Next in this trackMoE decode slowed after the traffic mix changed. Are hot experts or communication causing the delay?Next in this trackPrefill/decode disaggregation increased latency. Is KV transfer, admission, or token delivery on the critical path?Next in this trackImage requests OOM while the KV pool is mostly free. Separate encoder peaks from decoder memory and choose a fix.

FEDITOR'S NOTE

A shorter CPU span is useful only if it advances the sampling dependency. State which timestamp your proposed change should move and which control should remain stable.

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