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        "scale": 2,
        "seconds": 0.8323550224304199,
        "singleTileBlendBypass": true,
        "sourceDownsampling": 2,
        "stagesPerFrame": 1
      }
    }
  },
  "coldCompilationObservation": {
    "seconds": 6.407866954803467,
    "peakPhysicalFootprintBytes": 79954592,
    "scope": "First Core ML load of the newly sealed flexible model; subsequent loads reuse the compiled backend cache"
  },
  "limitations": [
    "Measurements apply to these SDR ROI fixtures on this machine.",
    "ANE driver/workspace memory is not fully represented by process footprint. Standalone process footprint stayed roughly 35\u201338 MB; no overall memory reduction is claimed.",
    "Adaptive context is a measured approximation of canonical 522 padding: stricter .002 maximum/.0002 mean context gates passed on the recorded fixtures.",
    "Large tiles retain the existing 522 path. RealESRGAN remains frame-by-frame restoration.",
    "Production app memory is sampled every 20 ms and checked between predictions, rather than terminating the UI process mid-prediction."
  ]
}