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          "max_abs_diff": null,
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          "metrics": {
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            "load_ms": 1235.1
          },
          "output_match": null,
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        },
        "source": "data/device_runs/2.2.0/2026-08-26/ram-plus__ram_taghead_fp16__galaxy-s26.json"
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            "runtime": "litert",
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            "vendor_sdk": "QAIRT (Hexagon, JIT on-device)"
          },
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            "mode=jit thermal=NONE->NONE headroom=0.7933333->0.81 attempt=0"
          ],
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          "metrics": {
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        },
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        "device": "raspberry-pi-5",
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          "date": "2026-08-31",
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            "device": "Raspberry Pi 5 Model B Rev 1.1",
            "machine_label": "raspberry-pi-5",
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          "error": null,
          "evidence": [
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            "invocation 1: exit=0 wall_s=116.7 temp 50.5->62.6C throttled=0x0 xnnpack=True median_us=1938421.0 runs=50 footprint_peak_mb=358.0",
            "invocation 2: exit=0 wall_s=116.9 temp 51.6->68.1C throttled=0x0 xnnpack=True median_us=1935059.0 runs=50 footprint_peak_mb=358.38"
          ],
          "failure_class": null,
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          "loads": true,
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          "max_rel_diff": null,
          "metrics": {
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            "invocations": 3,
            "iterations": 150,
            "latency_max_ms": 2204.847,
            "latency_min_ms": 1721.494,
            "threads": 4,
            "warmup_runs_per_invocation": 10
          },
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          "provenance": "measured",
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        },
        "source": "data/device_runs/2.2.0.dev20260804/2026-08-31/ram-plus__ram_taghead_fp16__raspberry-pi-5.json"
      }
    ]
  },
  "model": {
    "family": "ram-plus",
    "id": "ram-plus__ram_taghead_fp16",
    "license": "apache-2.0",
    "source_url": "https://huggingface.co/litert-community/RAM-Plus-LiteRT",
    "task": "image-classification"
  },
  "pitfalls": [],
  "schema_version": "1.2"
}