High Postprocessing Overhead Delaying Response Delivery

When postprocessing time (compute_output) consumes significant portion of request latency, responses are delayed even after inference completes. This is common when postprocessing includes expensive operations like NMS (non-maximum suppression), decoding, or serialization. CPU-bound postprocessing can negate GPU inference speed gains.

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