Unverified60% confidenceFactExact time
In scenarios of pure GPU inference combined with low concurrency, the CPU preprocessing time may be only a few tens of milliseconds or even lower, which is negligible relative to the entire request's generation time of several seconds
2
Sources
60%
Confidence
Long-term
Relevance
9/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAt 60 FPS, the processing time window per frame is only approximately 16.67 milliseconds, and exceeding this causes frame drops or latency accumulation.75% similarUnverifiedSome vendors have compressed perceived latency to within 500 milliseconds through streaming processing, but it remains difficult to consistently meet this target in complex query scenarios.75% similarUnverifiedCold starts for GPU instances typically take several minutes, whereas CPU instances can start within seconds75% similarUnverifiedStreaming output can reduce the user-perceived time-to-first-token from several seconds down to the millisecond level.75% similarUnverifiedCompared to pure encoder inference, the additional latency introduced by RATED is less than 1 millisecond.75% similar
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