{
  "samples": [
    {
      "at": 1313718.231995513,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313718.296857193,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460997.5357206,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789460997.5357044,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789460997.4536312,
                  "preprocess_output": 1789460997.4551518,
                  "infer_output": 1789460997.4858043,
                  "consume_entered": 1789460997.4974597,
                  "native_completed": 1789460997.5250614,
                  "inference_frame_completed": 1789460997.5357044
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 560,
                  "preprocess_output": 560,
                  "infer_output": 560,
                  "consume_entered": 560,
                  "native_completed": 560,
                  "inference_frame_completed": 560
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 56.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313718292100279,
                "counts": {
                  "decoded": 560,
                  "selected": 560,
                  "preprocess": 560,
                  "infer": 560,
                  "native": 560,
                  "result": 560,
                  "publisher_submit": 560
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313718200953713,
                  "selected": 1313718200975017,
                  "preprocess": 1313718202355655,
                  "infer": 1313718233041095,
                  "native": 1313718272376051,
                  "result": 1313718282595379,
                  "publisher_submit": 1313718283106811
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    559,
                    56129037103
                  ],
                  "preprocess": [
                    559,
                    56129037103
                  ],
                  "infer": [
                    559,
                    56129037103
                  ],
                  "native": [
                    559,
                    56129037103
                  ],
                  "result": [
                    559,
                    56129037103
                  ],
                  "publisher_submit": [
                    559,
                    56129037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 3,
                    "mean_ms": 3.9393333333333334,
                    "p95_ms": 6.081577,
                    "max_ms": 6.081577
                  },
                  "queue": {
                    "samples": 4,
                    "mean_ms": 5.5505105,
                    "p95_ms": 9.889033,
                    "max_ms": 9.889033
                  },
                  "tracking": {
                    "samples": 4,
                    "mean_ms": 0.04166975,
                    "p95_ms": 0.066995,
                    "max_ms": 0.066995
                  },
                  "tracking_cpu": {
                    "samples": 4,
                    "mean_ms": 0.03305425,
                    "p95_ms": 0.055464,
                    "max_ms": 0.055464
                  },
                  "preprocess_to_infer": {
                    "samples": 3,
                    "mean_ms": 27.842827,
                    "p95_ms": 30.68544,
                    "max_ms": 30.68544
                  },
                  "infer_to_native": {
                    "samples": 3,
                    "mean_ms": 32.08076166666667,
                    "p95_ms": 39.334956,
                    "max_ms": 39.334956
                  },
                  "result_work": {
                    "samples": 4,
                    "mean_ms": 23.68623875,
                    "p95_ms": 50.111385,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 3,
                    "mean_ms": 9.096113,
                    "p95_ms": 12.122124,
                    "max_ms": 12.122124
                  },
                  "result_to_publisher_submit": {
                    "samples": 3,
                    "mean_ms": 12.335095333333333,
                    "p95_ms": 35.891432,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 560
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 560,
            "per_task_buffers": {
              "det": 560
            },
            "latest": {
              "fn": 559,
              "det": 11,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313718.296932392,
            "entries": 558,
            "length": 100,
            "last": "1789460997536-0",
            "pttl": 9960,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 559,
              "ptsNs": 56129037103,
              "ingestTimeWallMs": 1789460997453,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449140473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789460997339,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9100669622421265,
                  "bbox": [
                    0.4435272216796875,
                    0.33642578125,
                    0.4900665283203125,
                    0.59765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8834372758865356,
                  "bbox": [
                    0.5061798095703125,
                    0.37158203125,
                    0.5377655029296875,
                    0.533203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8822250962257385,
                  "bbox": [
                    0.622650146484375,
                    0.58880615234375,
                    0.711334228515625,
                    0.69830322265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7972412705421448,
                  "bbox": [
                    0.6162109375,
                    0.4461669921875,
                    0.654296875,
                    0.5513916015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7872777581214905,
                  "bbox": [
                    0.655426025390625,
                    0.449462890625,
                    0.690277099609375,
                    0.532470703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5673373937606812,
                  "bbox": [
                    0.6312103271484375,
                    0.46142578125,
                    0.6676177978515625,
                    0.55517578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3106943666934967,
                  "bbox": [
                    0.19762420654296875,
                    0.4322662353515625,
                    0.21326446533203125,
                    0.4573822021484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313718.382482511,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460997.5919821,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789460997.59197,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789460997.5387475,
                  "preprocess_output": 1789460997.539397,
                  "infer_output": 1789460997.5628803,
                  "consume_entered": 1789460997.5666533,
                  "native_completed": 1789460997.5794075,
                  "inference_frame_completed": 1789460997.59197
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 524,
                  "preprocess_output": 524,
                  "infer_output": 524,
                  "consume_entered": 524,
                  "native_completed": 524,
                  "inference_frame_completed": 524
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 53.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313718376947766,
                "counts": {
                  "decoded": 523,
                  "selected": 523,
                  "preprocess": 524,
                  "infer": 524,
                  "native": 524,
                  "result": 524,
                  "publisher_submit": 524
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313718286108897,
                  "selected": 1313718286121563,
                  "preprocess": 1313718286768788,
                  "infer": 1313718310116650,
                  "native": 1313718326777137,
                  "result": 1313718338858657,
                  "publisher_submit": 1313718339372511
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    523,
                    53623652503
                  ],
                  "preprocess": [
                    523,
                    53623652503
                  ],
                  "infer": [
                    523,
                    53623652503
                  ],
                  "native": [
                    523,
                    53623652503
                  ],
                  "result": [
                    523,
                    53623652503
                  ],
                  "publisher_submit": [
                    523,
                    53623652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 5,
                    "mean_ms": 19.0727938,
                    "p95_ms": 65.391066,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 4,
                    "mean_ms": 9.6572745,
                    "p95_ms": 18.391133,
                    "max_ms": 18.391133
                  },
                  "tracking": {
                    "samples": 4,
                    "mean_ms": 0.0350165,
                    "p95_ms": 0.040696,
                    "max_ms": 0.040696
                  },
                  "tracking_cpu": {
                    "samples": 4,
                    "mean_ms": 0.02725775,
                    "p95_ms": 0.031476,
                    "max_ms": 0.031476
                  },
                  "selected_to_preprocess": {
                    "samples": 3,
                    "mean_ms": 3.454285,
                    "p95_ms": 8.457025,
                    "max_ms": 8.457025
                  },
                  "preprocess_to_infer": {
                    "samples": 3,
                    "mean_ms": 30.004593,
                    "p95_ms": 34.645197,
                    "max_ms": 34.645197
                  },
                  "infer_to_native": {
                    "samples": 3,
                    "mean_ms": 23.11570066666667,
                    "p95_ms": 37.465033,
                    "max_ms": 37.465033
                  },
                  "native_to_result": {
                    "samples": 3,
                    "mean_ms": 16.483479666666668,
                    "p95_ms": 22.765018,
                    "max_ms": 22.765018
                  },
                  "result_to_publisher_submit": {
                    "samples": 3,
                    "mean_ms": 0.6226923333333334,
                    "p95_ms": 0.682549,
                    "max_ms": 0.682549
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 524
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 524,
            "per_task_buffers": {
              "det": 524
            },
            "latest": {
              "fn": 523,
              "det": 9,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313718.382538889,
            "entries": 522,
            "length": 100,
            "last": "1789460997607-0",
            "pttl": 9945,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 523,
              "ptsNs": 53623652503,
              "ingestTimeWallMs": 1789460997538,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282106892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436919189,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9192084670066833,
                  "bbox": [
                    0.893341064453125,
                    0.33251953125,
                    0.981658935546875,
                    0.77587890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.914290726184845,
                  "bbox": [
                    0.314849853515625,
                    0.5006103515625,
                    0.396575927734375,
                    0.6087646484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8910549879074097,
                  "bbox": [
                    0.5058441162109375,
                    0.36993408203125,
                    0.5371246337890625,
                    0.53338623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8636217713356018,
                  "bbox": [
                    0.6417083740234375,
                    0.3681640625,
                    0.6795806884765625,
                    0.5380859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8229018449783325,
                  "bbox": [
                    0.6159515380859375,
                    0.44671630859375,
                    0.6565093994140625,
                    0.55426025390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3080861568450928,
                  "bbox": [
                    0.19832992553710938,
                    0.432342529296875,
                    0.21377944946289062,
                    0.458282470703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313718.479423128,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460997.6291916,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789460997.6539185,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789460997.6520886,
                  "preprocess_output": 1789460997.6539185,
                  "infer_output": 1789460997.598918,
                  "consume_entered": 1789460997.60031,
                  "native_completed": 1789460997.6209335,
                  "inference_frame_completed": 1789460997.629171
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 503,
                  "preprocess_output": 503,
                  "infer_output": 502,
                  "consume_entered": 502,
                  "native_completed": 502,
                  "inference_frame_completed": 502
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 51.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313718417175162,
                "counts": {
                  "decoded": 1506,
                  "selected": 503,
                  "preprocess": 503,
                  "sampling_drop": 1003,
                  "infer": 502,
                  "native": 502,
                  "result": 502,
                  "publisher_submit": 502
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313718399432311,
                  "selected": 1313718399451690,
                  "preprocess": 1313718401247421,
                  "sampling_drop": 1313718372753789,
                  "infer": 1313718346282766,
                  "native": 1313718368251267,
                  "result": 1313718375925551,
                  "publisher_submit": 1313718376562136
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1506,
                    51493514339
                  ],
                  "preprocess": [
                    1506,
                    51493514339
                  ],
                  "infer": [
                    1503,
                    51393514339
                  ],
                  "native": [
                    1503,
                    51393514339
                  ],
                  "result": [
                    1503,
                    51393514339
                  ],
                  "publisher_submit": [
                    1503,
                    51393514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 4,
                    "mean_ms": 3.946615,
                    "p95_ms": 8.623792,
                    "max_ms": 8.623792
                  },
                  "tracking": {
                    "samples": 4,
                    "mean_ms": 0.04179375,
                    "p95_ms": 0.046171,
                    "max_ms": 0.046171
                  },
                  "tracking_cpu": {
                    "samples": 4,
                    "mean_ms": 0.03191725,
                    "p95_ms": 0.035731,
                    "max_ms": 0.035731
                  },
                  "selected_to_preprocess": {
                    "samples": 4,
                    "mean_ms": 1.61356325,
                    "p95_ms": 2.454299,
                    "max_ms": 2.454299
                  },
                  "result_work": {
                    "samples": 4,
                    "mean_ms": 5.9121865,
                    "p95_ms": 11.832695,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 3,
                    "mean_ms": 36.274777,
                    "p95_ms": 45.860758,
                    "max_ms": 45.860758
                  },
                  "infer_to_native": {
                    "samples": 3,
                    "mean_ms": 33.64278566666666,
                    "p95_ms": 46.089922,
                    "max_ms": 46.089922
                  },
                  "native_to_result": {
                    "samples": 3,
                    "mean_ms": 9.358265333333334,
                    "p95_ms": 12.778844,
                    "max_ms": 12.778844
                  },
                  "result_to_publisher_submit": {
                    "samples": 3,
                    "mean_ms": 0.746146,
                    "p95_ms": 0.999663,
                    "max_ms": 0.999663
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 502
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 502,
            "per_task_buffers": {
              "det": 502
            },
            "latest": {
              "fn": 1503,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313718.479459791,
            "entries": 503,
            "length": 100,
            "last": "1789460997736-0",
            "pttl": 9976,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1506,
              "ptsNs": 51493514339,
              "ingestTimeWallMs": 1789460997651,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4044679316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478725549,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9252300262451172,
                  "bbox": [
                    0.48138427734375,
                    0.7252197265625,
                    0.55279541015625,
                    0.9984130859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8971559405326843,
                  "bbox": [
                    0.1555938720703125,
                    0.24444580078125,
                    0.1893768310546875,
                    0.36297607421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8946054577827454,
                  "bbox": [
                    0.762664794921875,
                    0.44775390625,
                    0.814483642578125,
                    0.63623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8925625681877136,
                  "bbox": [
                    0.1081390380859375,
                    0.30535888671875,
                    0.1407623291015625,
                    0.42608642578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8925625681877136,
                  "bbox": [
                    0.5788726806640625,
                    0.300048828125,
                    0.6252288818359375,
                    0.437744140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8401278853416443,
                  "bbox": [
                    0.780792236328125,
                    0.50640869140625,
                    0.834442138671875,
                    0.68402099609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1649,
          "sent_status": 69,
          "sent_frames": 1580,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 11,
                  "queued_frame": 11,
                  "sent_frame": 11
                },
                "timings": {
                  "frame_queue": {
                    "count": 11,
                    "mean_ms": 10.547060180794109,
                    "max_ms": 25.438223965466022,
                    "recent_samples": 11,
                    "recent_p95_ms": 25.438223965466022
                  },
                  "frame_write_wall": {
                    "count": 11,
                    "mean_ms": 28.157765909090916,
                    "max_ms": 67.028965,
                    "recent_samples": 11,
                    "recent_p95_ms": 67.028965
                  },
                  "frame_write_cpu": {
                    "count": 11,
                    "mean_ms": 1.0949084545454544,
                    "max_ms": 1.782547,
                    "recent_samples": 11,
                    "recent_p95_ms": 1.782547
                  },
                  "frame_completion_lock": {
                    "count": 11,
                    "mean_ms": 1.0194759090909091,
                    "max_ms": 8.007389,
                    "recent_samples": 11,
                    "recent_p95_ms": 8.007389
                  },
                  "enqueue_gap": {
                    "count": 10,
                    "mean_ms": 80.92024130000001,
                    "max_ms": 142.227623,
                    "recent_samples": 10,
                    "recent_p95_ms": 142.227623
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 10,
                  "queued_frame": 10,
                  "sent_frame": 10
                },
                "timings": {
                  "frame_queue": {
                    "count": 10,
                    "mean_ms": 8.842527796514332,
                    "max_ms": 22.628846112638712,
                    "recent_samples": 10,
                    "recent_p95_ms": 22.628846112638712
                  },
                  "frame_write_wall": {
                    "count": 10,
                    "mean_ms": 12.634204800000001,
                    "max_ms": 23.368598000000002,
                    "recent_samples": 10,
                    "recent_p95_ms": 23.368598000000002
                  },
                  "frame_write_cpu": {
                    "count": 10,
                    "mean_ms": 0.9892648000000002,
                    "max_ms": 1.589156,
                    "recent_samples": 10,
                    "recent_p95_ms": 1.589156
                  },
                  "frame_completion_lock": {
                    "count": 10,
                    "mean_ms": 0.2796851,
                    "max_ms": 2.513738,
                    "recent_samples": 10,
                    "recent_p95_ms": 2.513738
                  },
                  "enqueue_gap": {
                    "count": 9,
                    "mean_ms": 82.73893477777777,
                    "max_ms": 188.117078,
                    "recent_samples": 9,
                    "recent_p95_ms": 188.117078
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 10,
                  "queued_frame": 10,
                  "sent_frame": 10
                },
                "timings": {
                  "frame_queue": {
                    "count": 10,
                    "mean_ms": 8.082431717775762,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 10,
                    "recent_p95_ms": 32.33563317917287
                  },
                  "frame_write_wall": {
                    "count": 10,
                    "mean_ms": 15.2865421,
                    "max_ms": 47.009828,
                    "recent_samples": 10,
                    "recent_p95_ms": 47.009828
                  },
                  "frame_write_cpu": {
                    "count": 10,
                    "mean_ms": 0.9703765999999998,
                    "max_ms": 1.655695,
                    "recent_samples": 10,
                    "recent_p95_ms": 1.655695
                  },
                  "frame_completion_lock": {
                    "count": 10,
                    "mean_ms": 3.4940988000000006,
                    "max_ms": 34.841402,
                    "recent_samples": 10,
                    "recent_p95_ms": 34.841402
                  },
                  "enqueue_gap": {
                    "count": 9,
                    "mean_ms": 80.96389511111109,
                    "max_ms": 114.116384,
                    "recent_samples": 9,
                    "recent_p95_ms": 114.116384
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313719.509287916,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313719.57554002,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460998.6968608,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789460998.7479541,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789460998.7469056,
                  "preprocess_output": 1789460998.7479541,
                  "infer_output": 1789460998.6699147,
                  "consume_entered": 1789460998.6719058,
                  "native_completed": 1789460998.6854162,
                  "inference_frame_completed": 1789460998.6968415
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 573,
                  "preprocess_output": 573,
                  "infer_output": 572,
                  "consume_entered": 572,
                  "native_completed": 572,
                  "inference_frame_completed": 572
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 58.1,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313719516561603,
                "counts": {
                  "decoded": 573,
                  "selected": 573,
                  "preprocess": 573,
                  "infer": 572,
                  "native": 572,
                  "result": 572,
                  "publisher_submit": 572
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313719494222501,
                  "selected": 1313719494256454,
                  "preprocess": 1313719495290348,
                  "infer": 1313719417195284,
                  "native": 1313719432786622,
                  "result": 1313719443632889,
                  "publisher_submit": 1313719444231939
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    572,
                    57429037103
                  ],
                  "preprocess": [
                    572,
                    57429037103
                  ],
                  "infer": [
                    571,
                    57329037103
                  ],
                  "native": [
                    571,
                    57329037103
                  ],
                  "result": [
                    571,
                    57329037103
                  ],
                  "publisher_submit": [
                    571,
                    57329037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 16,
                    "mean_ms": 3.3415014375,
                    "p95_ms": 12.275169,
                    "max_ms": 12.275169
                  },
                  "queue": {
                    "samples": 16,
                    "mean_ms": 5.7169656875,
                    "p95_ms": 17.787126,
                    "max_ms": 17.787126
                  },
                  "tracking": {
                    "samples": 16,
                    "mean_ms": 0.039174875,
                    "p95_ms": 0.066995,
                    "max_ms": 0.066995
                  },
                  "tracking_cpu": {
                    "samples": 16,
                    "mean_ms": 0.0299598125,
                    "p95_ms": 0.055464,
                    "max_ms": 0.055464
                  },
                  "preprocess_to_infer": {
                    "samples": 15,
                    "mean_ms": 31.029031733333333,
                    "p95_ms": 41.378996,
                    "max_ms": 41.378996
                  },
                  "infer_to_native": {
                    "samples": 15,
                    "mean_ms": 27.422088866666666,
                    "p95_ms": 40.182852,
                    "max_ms": 40.182852
                  },
                  "result_work": {
                    "samples": 16,
                    "mean_ms": 8.612508375,
                    "p95_ms": 50.111385,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 15,
                    "mean_ms": 10.722492933333333,
                    "p95_ms": 22.748547,
                    "max_ms": 22.748547
                  },
                  "result_to_publisher_submit": {
                    "samples": 15,
                    "mean_ms": 3.0585352666666665,
                    "p95_ms": 35.891432,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 572
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 572,
            "per_task_buffers": {
              "det": 572
            },
            "latest": {
              "fn": 571,
              "det": 10,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313719.57556632,
            "entries": 571,
            "length": 100,
            "last": "1789460998834-0",
            "pttl": 9973,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 572,
              "ptsNs": 57429037103,
              "ingestTimeWallMs": 1789460998746,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449257473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789460998639,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9130582809448242,
                  "bbox": [
                    0.435302734375,
                    0.33447265625,
                    0.481201171875,
                    0.60205078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8891444206237793,
                  "bbox": [
                    0.5069580078125,
                    0.37005615234375,
                    0.5369873046875,
                    0.53375244140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8304566740989685,
                  "bbox": [
                    0.623779296875,
                    0.587554931640625,
                    0.711181640625,
                    0.697601318359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7932661771774292,
                  "bbox": [
                    0.654937744140625,
                    0.44915771484375,
                    0.689788818359375,
                    0.53033447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7862948179244995,
                  "bbox": [
                    0.61614990234375,
                    0.445281982421875,
                    0.65533447265625,
                    0.551788330078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5352806448936462,
                  "bbox": [
                    0.6304092407226562,
                    0.462554931640625,
                    0.6576766967773438,
                    0.555023193359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313719.617648917,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460998.8230994,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789460998.8609245,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789460998.8595734,
                  "preprocess_output": 1789460998.8609245,
                  "infer_output": 1789460998.7669816,
                  "consume_entered": 1789460998.7694826,
                  "native_completed": 1789460998.788868,
                  "inference_frame_completed": 1789460998.823052
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 537,
                  "preprocess_output": 537,
                  "infer_output": 536,
                  "consume_entered": 536,
                  "native_completed": 536,
                  "inference_frame_completed": 536
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 55.1,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313719612905698,
                "counts": {
                  "decoded": 536,
                  "selected": 536,
                  "preprocess": 537,
                  "infer": 536,
                  "native": 536,
                  "result": 536,
                  "publisher_submit": 536
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313719606917125,
                  "selected": 1313719606942892,
                  "preprocess": 1313719608212911,
                  "infer": 1313719514313550,
                  "native": 1313719536241806,
                  "result": 1313719569867730,
                  "publisher_submit": 1313719570450839
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    536,
                    54923652503
                  ],
                  "preprocess": [
                    536,
                    54923652503
                  ],
                  "infer": [
                    535,
                    54823652503
                  ],
                  "native": [
                    535,
                    54823652503
                  ],
                  "result": [
                    535,
                    54823652503
                  ],
                  "publisher_submit": [
                    535,
                    54823652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 17,
                    "mean_ms": 8.311597294117647,
                    "p95_ms": 65.391066,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 16,
                    "mean_ms": 7.23175575,
                    "p95_ms": 28.523406,
                    "max_ms": 28.523406
                  },
                  "tracking": {
                    "samples": 16,
                    "mean_ms": 0.039874625,
                    "p95_ms": 0.070605,
                    "max_ms": 0.070605
                  },
                  "tracking_cpu": {
                    "samples": 16,
                    "mean_ms": 0.0308375,
                    "p95_ms": 0.058078,
                    "max_ms": 0.058078
                  },
                  "selected_to_preprocess": {
                    "samples": 16,
                    "mean_ms": 3.640917375,
                    "p95_ms": 10.763652,
                    "max_ms": 10.763652
                  },
                  "preprocess_to_infer": {
                    "samples": 15,
                    "mean_ms": 29.156275133333335,
                    "p95_ms": 44.75136,
                    "max_ms": 44.75136
                  },
                  "infer_to_native": {
                    "samples": 15,
                    "mean_ms": 22.890881,
                    "p95_ms": 37.465033,
                    "max_ms": 37.465033
                  },
                  "native_to_result": {
                    "samples": 15,
                    "mean_ms": 12.293651866666668,
                    "p95_ms": 33.625924,
                    "max_ms": 33.625924
                  },
                  "result_to_publisher_submit": {
                    "samples": 15,
                    "mean_ms": 0.6929994,
                    "p95_ms": 1.206748,
                    "max_ms": 1.206748
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 536
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 536,
            "per_task_buffers": {
              "det": 536
            },
            "latest": {
              "fn": 535,
              "det": 8,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313719.617675398,
            "entries": 534,
            "length": 100,
            "last": "1789460998827-0",
            "pttl": 9925,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 535,
              "ptsNs": 54823652503,
              "ingestTimeWallMs": 1789460998736,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282214892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436920389,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9450961351394653,
                  "bbox": [
                    0.823516845703125,
                    0.3204345703125,
                    0.912811279296875,
                    0.8074951171875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9263036847114563,
                  "bbox": [
                    0.327484130859375,
                    0.495086669921875,
                    0.399078369140625,
                    0.606475830078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8891444206237793,
                  "bbox": [
                    0.5059585571289062,
                    0.370361328125,
                    0.5370101928710938,
                    0.533447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8656789064407349,
                  "bbox": [
                    0.640960693359375,
                    0.36865234375,
                    0.679351806640625,
                    0.53955078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8265718221664429,
                  "bbox": [
                    0.6153564453125,
                    0.44744873046875,
                    0.6561279296875,
                    0.55450439453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.34147268533706665,
                  "bbox": [
                    0.19791412353515625,
                    0.4326171875,
                    0.21395111083984375,
                    0.458984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313719.686373418,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789460998.927216,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789460998.9272032,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789460998.8516867,
                  "preprocess_output": 1789460998.8523953,
                  "infer_output": 1789460998.8766553,
                  "consume_entered": 1789460998.8827066,
                  "native_completed": 1789460998.91783,
                  "inference_frame_completed": 1789460998.9272032
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 515,
                  "preprocess_output": 515,
                  "infer_output": 515,
                  "consume_entered": 515,
                  "native_completed": 515,
                  "inference_frame_completed": 515
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 53.0,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313719682179046,
                "counts": {
                  "decoded": 1544,
                  "selected": 515,
                  "preprocess": 515,
                  "sampling_drop": 1029,
                  "infer": 515,
                  "native": 515,
                  "result": 515,
                  "publisher_submit": 515
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313719671704597,
                  "selected": 1313719599048006,
                  "preprocess": 1313719599764131,
                  "sampling_drop": 1313719671719332,
                  "infer": 1313719623993465,
                  "native": 1313719665199799,
                  "result": 1313719674184910,
                  "publisher_submit": 1313719674606472
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    1542,
                    52693514339
                  ],
                  "preprocess": [
                    1542,
                    52693514339
                  ],
                  "infer": [
                    1542,
                    52693514339
                  ],
                  "native": [
                    1542,
                    52693514339
                  ],
                  "result": [
                    1542,
                    52693514339
                  ],
                  "publisher_submit": [
                    1542,
                    52693514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 17,
                    "mean_ms": 3.920606411764706,
                    "p95_ms": 8.737791,
                    "max_ms": 8.737791
                  },
                  "tracking": {
                    "samples": 17,
                    "mean_ms": 0.03625064705882353,
                    "p95_ms": 0.049448,
                    "max_ms": 0.049448
                  },
                  "tracking_cpu": {
                    "samples": 17,
                    "mean_ms": 0.027688352941176473,
                    "p95_ms": 0.038416,
                    "max_ms": 0.038416
                  },
                  "selected_to_preprocess": {
                    "samples": 16,
                    "mean_ms": 2.8680155,
                    "p95_ms": 14.831626,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 17,
                    "mean_ms": 3.866469529411765,
                    "p95_ms": 11.832695,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 16,
                    "mean_ms": 34.270217375,
                    "p95_ms": 62.833157,
                    "max_ms": 62.833157
                  },
                  "infer_to_native": {
                    "samples": 16,
                    "mean_ms": 31.9127228125,
                    "p95_ms": 49.583257,
                    "max_ms": 49.583257
                  },
                  "native_to_result": {
                    "samples": 16,
                    "mean_ms": 9.505435875,
                    "p95_ms": 15.544778,
                    "max_ms": 15.544778
                  },
                  "result_to_publisher_submit": {
                    "samples": 16,
                    "mean_ms": 0.63304475,
                    "p95_ms": 1.130161,
                    "max_ms": 1.130161
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 515
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 515,
            "per_task_buffers": {
              "det": 515
            },
            "latest": {
              "fn": 1542,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313719.686405325,
            "entries": 515,
            "length": 100,
            "last": "1789460998927-0",
            "pttl": 9958,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1542,
              "ptsNs": 52693514339,
              "ingestTimeWallMs": 1789460998851,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4044787316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478726749,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9276259541511536,
                  "bbox": [
                    0.446380615234375,
                    0.6785888671875,
                    0.518463134765625,
                    0.9356689453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9245515465736389,
                  "bbox": [
                    0.1791534423828125,
                    0.2899169921875,
                    0.2209930419921875,
                    0.4078369140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9223425984382629,
                  "bbox": [
                    0.8214569091796875,
                    0.394287109375,
                    0.8709259033203125,
                    0.564697265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.911337673664093,
                  "bbox": [
                    0.7048797607421875,
                    0.4520263671875,
                    0.7492218017578125,
                    0.6212158203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8782098889350891,
                  "bbox": [
                    0.1504669189453125,
                    0.245269775390625,
                    0.1766815185546875,
                    0.365570068359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8418256044387817,
                  "bbox": [
                    0.5221633911132812,
                    0.27911376953125,
                    0.5501022338867188,
                    0.40985107421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1688,
          "sent_status": 72,
          "sent_frames": 1616,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 23,
                  "queued_frame": 23,
                  "sent_frame": 23
                },
                "timings": {
                  "frame_queue": {
                    "count": 23,
                    "mean_ms": 8.920606539544204,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 23,
                    "recent_p95_ms": 25.438223965466022
                  },
                  "frame_write_wall": {
                    "count": 23,
                    "mean_ms": 18.135968608695656,
                    "max_ms": 67.028965,
                    "recent_samples": 23,
                    "recent_p95_ms": 63.540527
                  },
                  "frame_write_cpu": {
                    "count": 23,
                    "mean_ms": 1.0233554782608696,
                    "max_ms": 1.782547,
                    "recent_samples": 23,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 23,
                    "mean_ms": 0.49328060869565216,
                    "max_ms": 8.007389,
                    "recent_samples": 23,
                    "recent_p95_ms": 3.107288
                  },
                  "enqueue_gap": {
                    "count": 22,
                    "mean_ms": 89.55834268181819,
                    "max_ms": 142.227623,
                    "recent_samples": 22,
                    "recent_p95_ms": 122.86538599999999
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 22,
                  "queued_frame": 22,
                  "sent_frame": 22,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 22,
                    "mean_ms": 5.983021131462672,
                    "max_ms": 22.628846112638712,
                    "recent_samples": 22,
                    "recent_p95_ms": 17.142347991466522
                  },
                  "frame_write_wall": {
                    "count": 22,
                    "mean_ms": 12.152620454545454,
                    "max_ms": 31.4095,
                    "recent_samples": 22,
                    "recent_p95_ms": 23.368598000000002
                  },
                  "frame_write_cpu": {
                    "count": 22,
                    "mean_ms": 1.055102772727273,
                    "max_ms": 1.589156,
                    "recent_samples": 22,
                    "recent_p95_ms": 1.555019
                  },
                  "frame_completion_lock": {
                    "count": 22,
                    "mean_ms": 0.13317590909090907,
                    "max_ms": 2.513738,
                    "recent_samples": 22,
                    "recent_p95_ms": 0.19003299999999998
                  },
                  "enqueue_gap": {
                    "count": 21,
                    "mean_ms": 93.73210504761906,
                    "max_ms": 188.117078,
                    "recent_samples": 21,
                    "recent_p95_ms": 165.23515
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 0.6363221909850836,
                    "max_ms": 0.6363221909850836,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.6363221909850836
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 8.655039,
                    "max_ms": 8.655039,
                    "recent_samples": 1,
                    "recent_p95_ms": 8.655039
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 0.672539,
                    "max_ms": 0.672539,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.672539
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.007166,
                    "max_ms": 0.007166,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.007166
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 22,
                  "queued_frame": 22,
                  "sent_frame": 22,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 22,
                    "mean_ms": 5.929306932640347,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 22,
                    "recent_p95_ms": 17.786128912121058
                  },
                  "frame_write_wall": {
                    "count": 22,
                    "mean_ms": 8.637759590909091,
                    "max_ms": 47.009828,
                    "recent_samples": 22,
                    "recent_p95_ms": 37.935814
                  },
                  "frame_write_cpu": {
                    "count": 22,
                    "mean_ms": 0.8761440454545454,
                    "max_ms": 1.655695,
                    "recent_samples": 22,
                    "recent_p95_ms": 1.433181
                  },
                  "frame_completion_lock": {
                    "count": 22,
                    "mean_ms": 1.5934976818181814,
                    "max_ms": 34.841402,
                    "recent_samples": 22,
                    "recent_p95_ms": 0.027792
                  },
                  "enqueue_gap": {
                    "count": 21,
                    "mean_ms": 91.07346738095237,
                    "max_ms": 121.66050100000001,
                    "recent_samples": 21,
                    "recent_p95_ms": 121.010595
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 2.412248170003295,
                    "max_ms": 2.412248170003295,
                    "recent_samples": 1,
                    "recent_p95_ms": 2.412248170003295
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 5.381124,
                    "max_ms": 5.381124,
                    "recent_samples": 1,
                    "recent_p95_ms": 5.381124
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 0.583953,
                    "max_ms": 0.583953,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.583953
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.007672,
                    "max_ms": 0.007672,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.007672
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 0.06228499114513397,
                    "max_ms": 0.06228499114513397,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.06228499114513397
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 8.943643,
                    "max_ms": 8.943643,
                    "recent_samples": 1,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 1.180822,
                    "max_ms": 1.180822,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.180822
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.017651,
                    "max_ms": 0.017651,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313720.718324429,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313720.808954803,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461000.0333998,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461000.0333714,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789460999.9451737,
                  "preprocess_output": 1789460999.946233,
                  "infer_output": 1789460999.9824696,
                  "consume_entered": 1789460999.989387,
                  "native_completed": 1789461000.0145388,
                  "inference_frame_completed": 1789461000.0333714
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 585,
                  "preprocess_output": 585,
                  "infer_output": 585,
                  "consume_entered": 585,
                  "native_completed": 585,
                  "inference_frame_completed": 585
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 59.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313720789043137,
                "counts": {
                  "decoded": 585,
                  "selected": 585,
                  "preprocess": 585,
                  "infer": 585,
                  "native": 585,
                  "result": 585,
                  "publisher_submit": 585
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313720692453021,
                  "selected": 1313720692493564,
                  "preprocess": 1313720693550324,
                  "infer": 1313720729735428,
                  "native": 1313720761865235,
                  "result": 1313720779990985,
                  "publisher_submit": 1313720780762083
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    584,
                    58629037103
                  ],
                  "preprocess": [
                    584,
                    58629037103
                  ],
                  "infer": [
                    584,
                    58629037103
                  ],
                  "native": [
                    584,
                    58629037103
                  ],
                  "result": [
                    584,
                    58629037103
                  ],
                  "publisher_submit": [
                    584,
                    58629037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 28,
                    "mean_ms": 2.846138714285714,
                    "p95_ms": 10.841984,
                    "max_ms": 12.275169
                  },
                  "queue": {
                    "samples": 29,
                    "mean_ms": 6.945977931034483,
                    "p95_ms": 17.787126,
                    "max_ms": 19.357664
                  },
                  "tracking": {
                    "samples": 29,
                    "mean_ms": 0.040181,
                    "p95_ms": 0.068709,
                    "max_ms": 0.069145
                  },
                  "tracking_cpu": {
                    "samples": 29,
                    "mean_ms": 0.03083844827586207,
                    "p95_ms": 0.055464,
                    "max_ms": 0.058027
                  },
                  "preprocess_to_infer": {
                    "samples": 28,
                    "mean_ms": 31.484822035714288,
                    "p95_ms": 41.378996,
                    "max_ms": 43.748706
                  },
                  "infer_to_native": {
                    "samples": 28,
                    "mean_ms": 29.988903035714287,
                    "p95_ms": 45.975841,
                    "max_ms": 47.881602
                  },
                  "result_work": {
                    "samples": 29,
                    "mean_ms": 6.283157413793104,
                    "p95_ms": 38.125715,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 28,
                    "mean_ms": 12.84322982142857,
                    "p95_ms": 22.879402,
                    "max_ms": 23.764671
                  },
                  "result_to_publisher_submit": {
                    "samples": 28,
                    "mean_ms": 1.9534805714285715,
                    "p95_ms": 2.497394,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 585
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 585,
            "per_task_buffers": {
              "det": 585
            },
            "latest": {
              "fn": 584,
              "det": 9,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313720.809091325,
            "entries": 583,
            "length": 100,
            "last": "1789461000036-0",
            "pttl": 9939,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 584,
              "ptsNs": 58629037103,
              "ingestTimeWallMs": 1789460999944,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449365473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789460999839,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9257686138153076,
                  "bbox": [
                    0.4258880615234375,
                    0.339599609375,
                    0.4793853759765625,
                    0.593505859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8814108967781067,
                  "bbox": [
                    0.5067901611328125,
                    0.3707275390625,
                    0.5371551513671875,
                    0.5335693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8763172030448914,
                  "bbox": [
                    0.622772216796875,
                    0.50958251953125,
                    0.709259033203125,
                    0.69451904296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8206132054328918,
                  "bbox": [
                    0.6164398193359375,
                    0.44488525390625,
                    0.6550445556640625,
                    0.55218505859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.727685272693634,
                  "bbox": [
                    0.653289794921875,
                    0.4486083984375,
                    0.689483642578125,
                    0.5455322265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5973142981529236,
                  "bbox": [
                    0.6321792602539062,
                    0.4566650390625,
                    0.6607894897460938,
                    0.5550537109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "15",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2879680097103119,
                  "bbox": [
                    0.61602783203125,
                    0.45635986328125,
                    0.64080810546875,
                    0.54656982421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313720.920446473,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461000.1554704,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461000.1554554,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461000.065193,
                  "preprocess_output": 1789461000.067153,
                  "infer_output": 1789461000.0980296,
                  "consume_entered": 1789461000.120123,
                  "native_completed": 1789461000.1393895,
                  "inference_frame_completed": 1789461000.1554554
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 549,
                  "preprocess_output": 549,
                  "infer_output": 549,
                  "consume_entered": 549,
                  "native_completed": 549,
                  "inference_frame_completed": 549
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 56.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313720912489367,
                "counts": {
                  "decoded": 548,
                  "selected": 548,
                  "preprocess": 549,
                  "infer": 549,
                  "native": 549,
                  "result": 549,
                  "publisher_submit": 549
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313720812331970,
                  "selected": 1313720812438926,
                  "preprocess": 1313720814506911,
                  "infer": 1313720845296919,
                  "native": 1313720886750763,
                  "result": 1313720902332343,
                  "publisher_submit": 1313720902854666
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    548,
                    56123652503
                  ],
                  "preprocess": [
                    548,
                    56123652503
                  ],
                  "infer": [
                    548,
                    56123652503
                  ],
                  "native": [
                    548,
                    56123652503
                  ],
                  "result": [
                    548,
                    56123652503
                  ],
                  "publisher_submit": [
                    548,
                    56123652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 30,
                    "mean_ms": 6.179317599999999,
                    "p95_ms": 19.609329,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 29,
                    "mean_ms": 8.53484520689655,
                    "p95_ms": 28.523406,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 29,
                    "mean_ms": 0.0424208275862069,
                    "p95_ms": 0.070605,
                    "max_ms": 0.112245
                  },
                  "tracking_cpu": {
                    "samples": 29,
                    "mean_ms": 0.030566793103448276,
                    "p95_ms": 0.044988,
                    "max_ms": 0.058078
                  },
                  "selected_to_preprocess": {
                    "samples": 28,
                    "mean_ms": 3.3841487142857143,
                    "p95_ms": 10.131331,
                    "max_ms": 10.763652
                  },
                  "preprocess_to_infer": {
                    "samples": 28,
                    "mean_ms": 28.33917242857143,
                    "p95_ms": 39.416836,
                    "max_ms": 44.75136
                  },
                  "infer_to_native": {
                    "samples": 28,
                    "mean_ms": 22.68854214285714,
                    "p95_ms": 39.979454,
                    "max_ms": 41.453844
                  },
                  "native_to_result": {
                    "samples": 28,
                    "mean_ms": 13.673933785714285,
                    "p95_ms": 33.625924,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 28,
                    "mean_ms": 0.6916249642857143,
                    "p95_ms": 1.206748,
                    "max_ms": 1.419623
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 549
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 549,
            "per_task_buffers": {
              "det": 549
            },
            "latest": {
              "fn": 548,
              "det": 9,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313720.920507913,
            "entries": 547,
            "length": 100,
            "last": "1789461000158-0",
            "pttl": 9951,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 548,
              "ptsNs": 56123652503,
              "ingestTimeWallMs": 1789461000064,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282331892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436921689,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9521309733390808,
                  "bbox": [
                    0.6492919921875,
                    0.3115234375,
                    0.7882080078125,
                    0.8271484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9226218461990356,
                  "bbox": [
                    0.333099365234375,
                    0.37860107421875,
                    0.399810791015625,
                    0.60821533203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8938665986061096,
                  "bbox": [
                    0.50628662109375,
                    0.3702392578125,
                    0.53765869140625,
                    0.5330810546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.746508777141571,
                  "bbox": [
                    0.6158599853515625,
                    0.4501953125,
                    0.6575775146484375,
                    0.5546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.46487119793891907,
                  "bbox": [
                    0.640594482421875,
                    0.36761474609375,
                    0.677764892578125,
                    0.55474853515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "11",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.4342813491821289,
                  "bbox": [
                    0.640899658203125,
                    0.367462158203125,
                    0.675506591796875,
                    0.469940185546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3602639138698578,
                  "bbox": [
                    0.19771575927734375,
                    0.432708740234375,
                    0.21439361572265625,
                    0.458404541015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313721.023639308,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461000.1562657,
                "source_stage": "native_completed",
                "source_stage_at": 1789461000.214268,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461000.1523,
                  "preprocess_output": 1789461000.157431,
                  "infer_output": 1789461000.1892536,
                  "consume_entered": 1789461000.193457,
                  "native_completed": 1789461000.214268,
                  "inference_frame_completed": 1789461000.1562362
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 528,
                  "preprocess_output": 528,
                  "infer_output": 528,
                  "consume_entered": 528,
                  "native_completed": 528,
                  "inference_frame_completed": 527
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 54.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313720979472290,
                "counts": {
                  "decoded": 1583,
                  "selected": 528,
                  "preprocess": 528,
                  "sampling_drop": 1055,
                  "infer": 528,
                  "native": 528,
                  "result": 527,
                  "publisher_submit": 527
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313720976673550,
                  "selected": 1313720899678150,
                  "preprocess": 1313720904731601,
                  "sampling_drop": 1313720976700579,
                  "infer": 1313720936582192,
                  "native": 1313720961603557,
                  "result": 1313720897832548,
                  "publisher_submit": 1313720903615527
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1581,
                    53993514339
                  ],
                  "preprocess": [
                    1581,
                    53993514339
                  ],
                  "infer": [
                    1581,
                    53993514339
                  ],
                  "native": [
                    1581,
                    53993514339
                  ],
                  "result": [
                    1578,
                    53893514339
                  ],
                  "publisher_submit": [
                    1578,
                    53893514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 29,
                    "mean_ms": 5.052143655172414,
                    "p95_ms": 15.360582,
                    "max_ms": 16.86846
                  },
                  "tracking": {
                    "samples": 29,
                    "mean_ms": 0.037982,
                    "p95_ms": 0.055678,
                    "max_ms": 0.055811
                  },
                  "tracking_cpu": {
                    "samples": 29,
                    "mean_ms": 0.028713724137931038,
                    "p95_ms": 0.039684,
                    "max_ms": 0.04317
                  },
                  "selected_to_preprocess": {
                    "samples": 29,
                    "mean_ms": 2.5658697586206896,
                    "p95_ms": 7.996435,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 29,
                    "mean_ms": 4.004190517241379,
                    "p95_ms": 10.264337,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 29,
                    "mean_ms": 32.79996806896552,
                    "p95_ms": 45.968722,
                    "max_ms": 62.833157
                  },
                  "infer_to_native": {
                    "samples": 29,
                    "mean_ms": 31.81791775862069,
                    "p95_ms": 49.310705,
                    "max_ms": 49.583257
                  },
                  "native_to_result": {
                    "samples": 28,
                    "mean_ms": 10.883781714285714,
                    "p95_ms": 21.237799,
                    "max_ms": 26.268052
                  },
                  "result_to_publisher_submit": {
                    "samples": 28,
                    "mean_ms": 0.8175538214285715,
                    "p95_ms": 1.130161,
                    "max_ms": 5.782979
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 527
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 528,
            "per_task_buffers": {
              "det": 528
            },
            "latest": {
              "fn": 1581,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313721.023701451,
            "entries": 528,
            "length": 100,
            "last": "1789461000270-0",
            "pttl": 9946,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1581,
              "ptsNs": 53993514339,
              "ingestTimeWallMs": 1789461000152,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4044904316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478728049,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9296960830688477,
                  "bbox": [
                    0.6187591552734375,
                    0.401611328125,
                    0.6615142822265625,
                    0.551025390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9284088015556335,
                  "bbox": [
                    0.2704925537109375,
                    0.2767333984375,
                    0.3115386962890625,
                    0.3931884765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9222025275230408,
                  "bbox": [
                    0.4370880126953125,
                    0.2730712890625,
                    0.4764862060546875,
                    0.3988037109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9181873202323914,
                  "bbox": [
                    0.443450927734375,
                    0.65789794921875,
                    0.510650634765625,
                    0.90264892578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9111796617507935,
                  "bbox": [
                    0.8430633544921875,
                    0.34332275390625,
                    0.8825225830078125,
                    0.49505615234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9015746116638184,
                  "bbox": [
                    0.175811767578125,
                    0.254913330078125,
                    0.203582763671875,
                    0.377899169921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1724,
          "sent_status": 72,
          "sent_frames": 1652,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 35,
                  "queued_frame": 35,
                  "sent_frame": 35
                },
                "timings": {
                  "frame_queue": {
                    "count": 35,
                    "mean_ms": 7.26308150083891,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 35,
                    "recent_p95_ms": 25.438223965466022
                  },
                  "frame_write_wall": {
                    "count": 35,
                    "mean_ms": 13.320225142857145,
                    "max_ms": 67.028965,
                    "recent_samples": 35,
                    "recent_p95_ms": 63.540527
                  },
                  "frame_write_cpu": {
                    "count": 35,
                    "mean_ms": 0.9661384571428571,
                    "max_ms": 1.782547,
                    "recent_samples": 35,
                    "recent_p95_ms": 1.674066
                  },
                  "frame_completion_lock": {
                    "count": 35,
                    "mean_ms": 0.3290924857142857,
                    "max_ms": 8.007389,
                    "recent_samples": 35,
                    "recent_p95_ms": 3.107288
                  },
                  "enqueue_gap": {
                    "count": 34,
                    "mean_ms": 94.19243591176472,
                    "max_ms": 142.227623,
                    "recent_samples": 34,
                    "recent_p95_ms": 136.979086
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 34,
                  "queued_frame": 34,
                  "sent_frame": 34,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 34,
                    "mean_ms": 5.845909157548757,
                    "max_ms": 22.628846112638712,
                    "recent_samples": 34,
                    "recent_p95_ms": 17.142347991466522
                  },
                  "frame_write_wall": {
                    "count": 34,
                    "mean_ms": 12.464011852941173,
                    "max_ms": 31.4095,
                    "recent_samples": 34,
                    "recent_p95_ms": 25.404436999999998
                  },
                  "frame_write_cpu": {
                    "count": 34,
                    "mean_ms": 1.1003855294117648,
                    "max_ms": 2.373748,
                    "recent_samples": 34,
                    "recent_p95_ms": 1.644293
                  },
                  "frame_completion_lock": {
                    "count": 34,
                    "mean_ms": 0.09082382352941176,
                    "max_ms": 2.513738,
                    "recent_samples": 34,
                    "recent_p95_ms": 0.19003299999999998
                  },
                  "enqueue_gap": {
                    "count": 33,
                    "mean_ms": 94.5135956666667,
                    "max_ms": 188.117078,
                    "recent_samples": 33,
                    "recent_p95_ms": 165.23515
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 0.6363221909850836,
                    "max_ms": 0.6363221909850836,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.6363221909850836
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 8.655039,
                    "max_ms": 8.655039,
                    "recent_samples": 1,
                    "recent_p95_ms": 8.655039
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 0.672539,
                    "max_ms": 0.672539,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.672539
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.007166,
                    "max_ms": 0.007166,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.007166
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 34,
                  "queued_frame": 34,
                  "sent_frame": 34,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 34,
                    "mean_ms": 4.869500435340931,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 34,
                    "recent_p95_ms": 17.786128912121058
                  },
                  "frame_write_wall": {
                    "count": 34,
                    "mean_ms": 7.171675235294117,
                    "max_ms": 47.009828,
                    "recent_samples": 34,
                    "recent_p95_ms": 37.935814
                  },
                  "frame_write_cpu": {
                    "count": 34,
                    "mean_ms": 0.8822483529411763,
                    "max_ms": 1.7918809999999998,
                    "recent_samples": 34,
                    "recent_p95_ms": 1.655695
                  },
                  "frame_completion_lock": {
                    "count": 34,
                    "mean_ms": 1.0356901176470588,
                    "max_ms": 34.841402,
                    "recent_samples": 34,
                    "recent_p95_ms": 0.042004
                  },
                  "enqueue_gap": {
                    "count": 33,
                    "mean_ms": 94.52305069696969,
                    "max_ms": 125.620757,
                    "recent_samples": 33,
                    "recent_p95_ms": 121.66050100000001
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 2.412248170003295,
                    "max_ms": 2.412248170003295,
                    "recent_samples": 1,
                    "recent_p95_ms": 2.412248170003295
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 5.381124,
                    "max_ms": 5.381124,
                    "recent_samples": 1,
                    "recent_p95_ms": 5.381124
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 0.583953,
                    "max_ms": 0.583953,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.583953
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.007672,
                    "max_ms": 0.007672,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.007672
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 0.06228499114513397,
                    "max_ms": 0.06228499114513397,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.06228499114513397
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 8.943643,
                    "max_ms": 8.943643,
                    "recent_samples": 1,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 1.180822,
                    "max_ms": 1.180822,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.180822
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.017651,
                    "max_ms": 0.017651,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313722.073251124,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313722.105976564,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461001.335721,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461001.3461936,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461001.345241,
                  "preprocess_output": 1789461001.3461936,
                  "infer_output": 1789461001.2927392,
                  "consume_entered": 1789461001.303969,
                  "native_completed": 1789461001.3279986,
                  "inference_frame_completed": 1789461001.3357024
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 599,
                  "preprocess_output": 599,
                  "infer_output": 598,
                  "consume_entered": 598,
                  "native_completed": 598,
                  "inference_frame_completed": 598
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 60.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313722096872659,
                "counts": {
                  "decoded": 599,
                  "selected": 599,
                  "preprocess": 599,
                  "infer": 598,
                  "native": 598,
                  "result": 598,
                  "publisher_submit": 598
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313722092587047,
                  "selected": 1313722092606353,
                  "preprocess": 1313722093550257,
                  "infer": 1313722040110317,
                  "native": 1313722075371684,
                  "result": 1313722082515253,
                  "publisher_submit": 1313722083099740
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    598,
                    60029037103
                  ],
                  "preprocess": [
                    598,
                    60029037103
                  ],
                  "infer": [
                    597,
                    59929037103
                  ],
                  "native": [
                    597,
                    59929037103
                  ],
                  "result": [
                    597,
                    59929037103
                  ],
                  "publisher_submit": [
                    597,
                    59929037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 42,
                    "mean_ms": 3.0798760238095237,
                    "p95_ms": 9.017775,
                    "max_ms": 12.275169
                  },
                  "queue": {
                    "samples": 42,
                    "mean_ms": 6.56833730952381,
                    "p95_ms": 17.032505,
                    "max_ms": 19.357664
                  },
                  "tracking": {
                    "samples": 42,
                    "mean_ms": 0.042679357142857144,
                    "p95_ms": 0.068709,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 42,
                    "mean_ms": 0.03295907142857143,
                    "p95_ms": 0.057708,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 41,
                    "mean_ms": 33.35117729268293,
                    "p95_ms": 43.230204,
                    "max_ms": 44.030416
                  },
                  "infer_to_native": {
                    "samples": 41,
                    "mean_ms": 28.72961014634146,
                    "p95_ms": 40.859246,
                    "max_ms": 47.881602
                  },
                  "result_work": {
                    "samples": 42,
                    "mean_ms": 5.85712269047619,
                    "p95_ms": 12.280679,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 41,
                    "mean_ms": 13.771088853658537,
                    "p95_ms": 23.764671,
                    "max_ms": 28.698371
                  },
                  "result_to_publisher_submit": {
                    "samples": 41,
                    "mean_ms": 1.7444710731707318,
                    "p95_ms": 2.497394,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 598
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 598,
            "per_task_buffers": {
              "det": 598
            },
            "latest": {
              "fn": 597,
              "det": 9,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313722.10607216,
            "entries": 596,
            "length": 100,
            "last": "1789461001338-0",
            "pttl": 9949,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 597,
              "ptsNs": 59929037103,
              "ingestTimeWallMs": 1789461001249,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449482473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461001139,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9048188328742981,
                  "bbox": [
                    0.3886871337890625,
                    0.3359375,
                    0.4316253662109375,
                    0.5869140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8901033401489258,
                  "bbox": [
                    0.5064163208007812,
                    0.37042236328125,
                    0.5375289916992188,
                    0.53338623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8700461983680725,
                  "bbox": [
                    0.625518798828125,
                    0.51611328125,
                    0.699676513671875,
                    0.68994140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8110781908035278,
                  "bbox": [
                    0.6162261962890625,
                    0.44488525390625,
                    0.6552581787109375,
                    0.55316162109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7405498027801514,
                  "bbox": [
                    0.6483154296875,
                    0.449127197265625,
                    0.6915283203125,
                    0.542083740234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "15",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2728956639766693,
                  "bbox": [
                    0.6303634643554688,
                    0.456817626953125,
                    0.6567459106445312,
                    0.555877685546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313722.189279003,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461001.3127272,
                "source_stage": "native_completed",
                "source_stage_at": 1789461001.3974707,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461001.3365612,
                  "preprocess_output": 1789461001.3380423,
                  "infer_output": 1789461001.3701062,
                  "consume_entered": 1789461001.3723488,
                  "native_completed": 1789461001.3974707,
                  "inference_frame_completed": 1789461001.3127034
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 562,
                  "preprocess_output": 562,
                  "infer_output": 562,
                  "consume_entered": 562,
                  "native_completed": 562,
                  "inference_frame_completed": 561
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 57.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313722155265034,
                "counts": {
                  "decoded": 561,
                  "selected": 561,
                  "preprocess": 562,
                  "infer": 562,
                  "native": 562,
                  "result": 561,
                  "publisher_submit": 561
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313722083914499,
                  "selected": 1313722083934026,
                  "preprocess": 1313722085414343,
                  "infer": 1313722117333294,
                  "native": 1313722144848664,
                  "result": 1313722059420613,
                  "publisher_submit": 1313722060097330
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    561,
                    57423652503
                  ],
                  "preprocess": [
                    561,
                    57423652503
                  ],
                  "infer": [
                    561,
                    57423652503
                  ],
                  "native": [
                    561,
                    57423652503
                  ],
                  "result": [
                    560,
                    57323652503
                  ],
                  "publisher_submit": [
                    560,
                    57323652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 42,
                    "mean_ms": 5.4979755,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 41,
                    "mean_ms": 7.376912439024391,
                    "p95_ms": 18.391133,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 41,
                    "mean_ms": 0.04276058536585366,
                    "p95_ms": 0.070605,
                    "max_ms": 0.112245
                  },
                  "tracking_cpu": {
                    "samples": 41,
                    "mean_ms": 0.03129204878048781,
                    "p95_ms": 0.044988,
                    "max_ms": 0.058078
                  },
                  "selected_to_preprocess": {
                    "samples": 41,
                    "mean_ms": 3.783053512195122,
                    "p95_ms": 10.763652,
                    "max_ms": 16.604904
                  },
                  "preprocess_to_infer": {
                    "samples": 41,
                    "mean_ms": 30.70606719512195,
                    "p95_ms": 44.75136,
                    "max_ms": 60.174924
                  },
                  "infer_to_native": {
                    "samples": 41,
                    "mean_ms": 24.14757631707317,
                    "p95_ms": 41.453844,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 40,
                    "mean_ms": 12.3310646,
                    "p95_ms": 25.419579,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 40,
                    "mean_ms": 0.7540912750000001,
                    "p95_ms": 1.206748,
                    "max_ms": 3.507682
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 561
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 562,
            "per_task_buffers": {
              "det": 562
            },
            "latest": {
              "fn": 561,
              "det": 7,
              "persons": 3,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313722.189342435,
            "entries": 560,
            "length": 100,
            "last": "1789461001420-0",
            "pttl": 9939,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 561,
              "ptsNs": 57423652503,
              "ingestTimeWallMs": 1789461001336,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282448892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436922989,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9401335716247559,
                  "bbox": [
                    0.587127685546875,
                    0.3209228515625,
                    0.682403564453125,
                    0.7796630859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8793541789054871,
                  "bbox": [
                    0.350738525390625,
                    0.33544921875,
                    0.397796630859375,
                    0.61083984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8763172030448914,
                  "bbox": [
                    0.506011962890625,
                    0.36993408203125,
                    0.536956787109375,
                    0.53289794921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "12",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3042483627796173,
                  "bbox": [
                    0.19793701171875,
                    0.43247222900390625,
                    0.21392822265625,
                    0.45815277099609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2819984257221222,
                  "bbox": [
                    0.6590194702148438,
                    0.377105712890625,
                    0.6788711547851562,
                    0.430511474609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313722.295203637,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461001.43505,
                "source_stage": "infer_output",
                "source_stage_at": 1789461001.4965165,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461001.4541974,
                  "preprocess_output": 1789461001.4560642,
                  "infer_output": 1789461001.4965165,
                  "consume_entered": 1789461001.3911026,
                  "native_completed": 1789461001.4234447,
                  "inference_frame_completed": 1789461001.4350371
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 541,
                  "preprocess_output": 541,
                  "infer_output": 541,
                  "consume_entered": 540,
                  "native_completed": 540,
                  "inference_frame_completed": 540
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 55.5,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313722244306302,
                "counts": {
                  "decoded": 1621,
                  "selected": 541,
                  "preprocess": 541,
                  "sampling_drop": 1080,
                  "infer": 541,
                  "native": 540,
                  "result": 540,
                  "publisher_submit": 540
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313722243424271,
                  "selected": 1313722201511125,
                  "preprocess": 1313722203300642,
                  "sampling_drop": 1313722243443482,
                  "infer": 1313722243857820,
                  "native": 1313722170789237,
                  "result": 1313722181983149,
                  "publisher_submit": 1313722182439323
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1620,
                    55293514339
                  ],
                  "preprocess": [
                    1620,
                    55293514339
                  ],
                  "infer": [
                    1620,
                    55293514339
                  ],
                  "native": [
                    1617,
                    55193514339
                  ],
                  "result": [
                    1617,
                    55193514339
                  ],
                  "publisher_submit": [
                    1617,
                    55193514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 42,
                    "mean_ms": 5.70542269047619,
                    "p95_ms": 16.61558,
                    "max_ms": 16.87932
                  },
                  "tracking": {
                    "samples": 42,
                    "mean_ms": 0.041073309523809526,
                    "p95_ms": 0.063355,
                    "max_ms": 0.087285
                  },
                  "tracking_cpu": {
                    "samples": 42,
                    "mean_ms": 0.03142297619047619,
                    "p95_ms": 0.054745,
                    "max_ms": 0.069678
                  },
                  "selected_to_preprocess": {
                    "samples": 42,
                    "mean_ms": 3.1285013095238097,
                    "p95_ms": 8.991299,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 42,
                    "mean_ms": 4.035618119047619,
                    "p95_ms": 9.111714,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 42,
                    "mean_ms": 34.525227071428574,
                    "p95_ms": 50.257251,
                    "max_ms": 62.833157
                  },
                  "infer_to_native": {
                    "samples": 41,
                    "mean_ms": 31.964046243902438,
                    "p95_ms": 49.310705,
                    "max_ms": 59.330736
                  },
                  "native_to_result": {
                    "samples": 41,
                    "mean_ms": 11.548538463414634,
                    "p95_ms": 22.13476,
                    "max_ms": 26.573291
                  },
                  "result_to_publisher_submit": {
                    "samples": 41,
                    "mean_ms": 0.7787673658536586,
                    "p95_ms": 1.121954,
                    "max_ms": 5.782979
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 540
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 540,
            "per_task_buffers": {
              "det": 540
            },
            "latest": {
              "fn": 1617,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313722.295232705,
            "entries": 541,
            "length": 100,
            "last": "1789461001537-0",
            "pttl": 9950,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1620,
              "ptsNs": 55293514339,
              "ingestTimeWallMs": 1789461001453,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045021316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478729349,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9298236966133118,
                  "bbox": [
                    0.8916473388671875,
                    0.51287841796875,
                    0.9491729736328125,
                    0.71759033203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9241418242454529,
                  "bbox": [
                    0.60162353515625,
                    0.3551025390625,
                    0.64251708984375,
                    0.4925537109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9241418242454529,
                  "bbox": [
                    0.38555908203125,
                    0.62158203125,
                    0.46697998046875,
                    0.85498046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9082930684089661,
                  "bbox": [
                    0.2313232421875,
                    0.2623291015625,
                    0.2745361328125,
                    0.3885498046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8830344080924988,
                  "bbox": [
                    0.8062286376953125,
                    0.30902099609375,
                    0.8422088623046875,
                    0.45220947265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8447935581207275,
                  "bbox": [
                    0.3455047607421875,
                    0.2664794921875,
                    0.3922882080078125,
                    0.3980712890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.28567078709602356,
                  "bbox": [
                    0.362548828125,
                    0.265655517578125,
                    0.393798828125,
                    0.387664794921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1768,
          "sent_status": 76,
          "sent_frames": 1692,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 49,
                  "queued_frame": 49,
                  "sent_frame": 48,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 49,
                    "mean_ms": 6.785140254021603,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 49,
                    "recent_p95_ms": 21.699401084333658
                  },
                  "frame_write_wall": {
                    "count": 48,
                    "mean_ms": 12.549737041666667,
                    "max_ms": 67.028965,
                    "recent_samples": 48,
                    "recent_p95_ms": 42.783651
                  },
                  "frame_write_cpu": {
                    "count": 48,
                    "mean_ms": 1.0022436875,
                    "max_ms": 1.782547,
                    "recent_samples": 48,
                    "recent_p95_ms": 1.674066
                  },
                  "frame_completion_lock": {
                    "count": 48,
                    "mean_ms": 0.24394916666666666,
                    "max_ms": 8.007389,
                    "recent_samples": 48,
                    "recent_p95_ms": 0.052489
                  },
                  "enqueue_gap": {
                    "count": 48,
                    "mean_ms": 96.02468737500003,
                    "max_ms": 142.227623,
                    "recent_samples": 48,
                    "recent_p95_ms": 136.979086
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 1.0949759744107723,
                    "max_ms": 1.0949759744107723,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.0949759744107723
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 3.419519,
                    "max_ms": 3.419519,
                    "recent_samples": 1,
                    "recent_p95_ms": 3.419519
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 1.15197,
                    "max_ms": 1.15197,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.009777,
                    "max_ms": 0.009777,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 48,
                  "queued_frame": 48,
                  "sent_frame": 48,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 48,
                    "mean_ms": 5.962230740503098,
                    "max_ms": 22.628846112638712,
                    "recent_samples": 48,
                    "recent_p95_ms": 18.213693983852863
                  },
                  "frame_write_wall": {
                    "count": 48,
                    "mean_ms": 13.06710602083333,
                    "max_ms": 31.626191,
                    "recent_samples": 48,
                    "recent_p95_ms": 25.404436999999998
                  },
                  "frame_write_cpu": {
                    "count": 48,
                    "mean_ms": 1.1394585208333334,
                    "max_ms": 2.373748,
                    "recent_samples": 48,
                    "recent_p95_ms": 1.644293
                  },
                  "frame_completion_lock": {
                    "count": 48,
                    "mean_ms": 0.06934127083333332,
                    "max_ms": 2.513738,
                    "recent_samples": 48,
                    "recent_p95_ms": 0.037993
                  },
                  "enqueue_gap": {
                    "count": 47,
                    "mean_ms": 96.71166819148941,
                    "max_ms": 188.117078,
                    "recent_samples": 47,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 1.5647901454940438,
                    "max_ms": 2.493258100003004,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.493258100003004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 5.602175,
                    "max_ms": 8.655039,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.655039
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.670255,
                    "max_ms": 0.672539,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.672539
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.009896499999999999,
                    "max_ms": 0.012627,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 48,
                  "queued_frame": 48,
                  "sent_frame": 47,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 48,
                    "mean_ms": 5.028000901802443,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 48,
                    "recent_p95_ms": 17.786128912121058
                  },
                  "frame_write_wall": {
                    "count": 47,
                    "mean_ms": 6.323065063829786,
                    "max_ms": 47.009828,
                    "recent_samples": 47,
                    "recent_p95_ms": 20.849429
                  },
                  "frame_write_cpu": {
                    "count": 47,
                    "mean_ms": 0.9208137872340428,
                    "max_ms": 2.33336,
                    "recent_samples": 47,
                    "recent_p95_ms": 1.655695
                  },
                  "frame_completion_lock": {
                    "count": 47,
                    "mean_ms": 0.754100510638298,
                    "max_ms": 34.841402,
                    "recent_samples": 47,
                    "recent_p95_ms": 0.042004
                  },
                  "enqueue_gap": {
                    "count": 47,
                    "mean_ms": 96.35702072340428,
                    "max_ms": 153.201512,
                    "recent_samples": 47,
                    "recent_p95_ms": 125.848085
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 2.1999365417286754,
                    "max_ms": 2.412248170003295,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.412248170003295
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 3.7904134999999997,
                    "max_ms": 5.381124,
                    "recent_samples": 2,
                    "recent_p95_ms": 5.381124
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.8421615,
                    "max_ms": 1.10037,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.011613499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 0.11442950926721096,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.27666,
                    "max_ms": 8.943643,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 1.2816725,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.015364,
                    "max_ms": 0.017651,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313723.33656158,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313723.402308516,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461002.618394,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461002.6183708,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461002.547155,
                  "preprocess_output": 1789461002.548879,
                  "infer_output": 1789461002.5841694,
                  "consume_entered": 1789461002.5876875,
                  "native_completed": 1789461002.6004522,
                  "inference_frame_completed": 1789461002.6183708
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 611,
                  "preprocess_output": 611,
                  "infer_output": 611,
                  "consume_entered": 611,
                  "native_completed": 611,
                  "inference_frame_completed": 611
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 62.0,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313723392352728,
                "counts": {
                  "decoded": 611,
                  "selected": 611,
                  "preprocess": 611,
                  "infer": 611,
                  "native": 611,
                  "result": 611,
                  "publisher_submit": 611
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313723294472331,
                  "selected": 1313723294506585,
                  "preprocess": 1313723296179789,
                  "infer": 1313723331477933,
                  "native": 1313723347823155,
                  "result": 1313723364886801,
                  "publisher_submit": 1313723365763762
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    610,
                    61229037103
                  ],
                  "preprocess": [
                    610,
                    61229037103
                  ],
                  "infer": [
                    610,
                    61229037103
                  ],
                  "native": [
                    610,
                    61229037103
                  ],
                  "result": [
                    610,
                    61229037103
                  ],
                  "publisher_submit": [
                    610,
                    61229037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 54,
                    "mean_ms": 2.8366595555555554,
                    "p95_ms": 9.017775,
                    "max_ms": 12.275169
                  },
                  "queue": {
                    "samples": 55,
                    "mean_ms": 7.010989927272727,
                    "p95_ms": 17.032505,
                    "max_ms": 19.357664
                  },
                  "tracking": {
                    "samples": 55,
                    "mean_ms": 0.04205770909090909,
                    "p95_ms": 0.068709,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 55,
                    "mean_ms": 0.03253578181818182,
                    "p95_ms": 0.057708,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 54,
                    "mean_ms": 33.64657751851851,
                    "p95_ms": 43.748706,
                    "max_ms": 44.690495
                  },
                  "infer_to_native": {
                    "samples": 54,
                    "mean_ms": 28.516629592592594,
                    "p95_ms": 47.881602,
                    "max_ms": 56.06762
                  },
                  "result_work": {
                    "samples": 55,
                    "mean_ms": 5.465323563636363,
                    "p95_ms": 12.280679,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 54,
                    "mean_ms": 13.80726874074074,
                    "p95_ms": 23.764671,
                    "max_ms": 28.698371
                  },
                  "result_to_publisher_submit": {
                    "samples": 54,
                    "mean_ms": 1.6386544444444444,
                    "p95_ms": 7.964786,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 611
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 611,
            "per_task_buffers": {
              "det": 611
            },
            "latest": {
              "fn": 610,
              "det": 10,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313723.402370069,
            "entries": 609,
            "length": 100,
            "last": "1789461002619-0",
            "pttl": 9926,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 610,
              "ptsNs": 61229037103,
              "ingestTimeWallMs": 1789461002546,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449599473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461002439,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9376689791679382,
                  "bbox": [
                    0.3597412109375,
                    0.41583251953125,
                    0.4342041015625,
                    0.58514404296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8872045874595642,
                  "bbox": [
                    0.5065078735351562,
                    0.37066650390625,
                    0.5374374389648438,
                    0.53363037109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8768454790115356,
                  "bbox": [
                    0.6215057373046875,
                    0.49822998046875,
                    0.6831817626953125,
                    0.69805908203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.773729681968689,
                  "bbox": [
                    0.6544647216796875,
                    0.449554443359375,
                    0.6912384033203125,
                    0.534332275390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7683857679367065,
                  "bbox": [
                    0.6164093017578125,
                    0.44500732421875,
                    0.6560516357421875,
                    0.55889892578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313723.478585363,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461002.679169,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461002.679137,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461002.6208045,
                  "preprocess_output": 1789461002.6231143,
                  "infer_output": 1789461002.6500554,
                  "consume_entered": 1789461002.654916,
                  "native_completed": 1789461002.6694555,
                  "inference_frame_completed": 1789461002.679137
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 575,
                  "preprocess_output": 575,
                  "infer_output": 575,
                  "consume_entered": 575,
                  "native_completed": 575,
                  "inference_frame_completed": 575
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 59.0,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313723466461851,
                "counts": {
                  "decoded": 574,
                  "selected": 574,
                  "preprocess": 575,
                  "infer": 575,
                  "native": 575,
                  "result": 575,
                  "publisher_submit": 575
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313723368151703,
                  "selected": 1313723368171241,
                  "preprocess": 1313723370448290,
                  "infer": 1313723397404090,
                  "native": 1313723416801094,
                  "result": 1313723425451649,
                  "publisher_submit": 1313723426510251
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    574,
                    58723652503
                  ],
                  "preprocess": [
                    574,
                    58723652503
                  ],
                  "infer": [
                    574,
                    58723652503
                  ],
                  "native": [
                    574,
                    58723652503
                  ],
                  "result": [
                    574,
                    58723652503
                  ],
                  "publisher_submit": [
                    574,
                    58723652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 56,
                    "mean_ms": 5.537134553571428,
                    "p95_ms": 19.609329,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 55,
                    "mean_ms": 6.176122581818182,
                    "p95_ms": 18.391133,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 55,
                    "mean_ms": 0.044260272727272724,
                    "p95_ms": 0.085332,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 55,
                    "mean_ms": 0.0328248,
                    "p95_ms": 0.058078,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 54,
                    "mean_ms": 3.8532773518518515,
                    "p95_ms": 11.085159,
                    "max_ms": 16.604904
                  },
                  "preprocess_to_infer": {
                    "samples": 54,
                    "mean_ms": 31.11003703703704,
                    "p95_ms": 49.038219,
                    "max_ms": 60.174924
                  },
                  "infer_to_native": {
                    "samples": 54,
                    "mean_ms": 23.827016777777775,
                    "p95_ms": 47.729042,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 54,
                    "mean_ms": 11.557171407407406,
                    "p95_ms": 33.057115,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 54,
                    "mean_ms": 1.1262252777777777,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 575
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 575,
            "per_task_buffers": {
              "det": 575
            },
            "latest": {
              "fn": 574,
              "det": 8,
              "persons": 3,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313723.478626994,
            "entries": 573,
            "length": 100,
            "last": "1789461002681-0",
            "pttl": 9916,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 574,
              "ptsNs": 58723652503,
              "ingestTimeWallMs": 1789461002620,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282565892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436924289,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9226218461990356,
                  "bbox": [
                    0.612274169921875,
                    0.3392333984375,
                    0.693389892578125,
                    0.7086181640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8904848694801331,
                  "bbox": [
                    0.376495361328125,
                    0.3355712890625,
                    0.422821044921875,
                    0.6082763671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8810019493103027,
                  "bbox": [
                    0.5068435668945312,
                    0.37005615234375,
                    0.5371017456054688,
                    0.53277587890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "17",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.26645269989967346,
                  "bbox": [
                    0.19840240478515625,
                    0.43236541748046875,
                    0.21370697021484375,
                    0.45825958251953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313723.574071434,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461002.7185493,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461002.7657588,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461002.7591422,
                  "preprocess_output": 1789461002.7657588,
                  "infer_output": 1789461002.690684,
                  "consume_entered": 1789461002.697322,
                  "native_completed": 1789461002.7122018,
                  "inference_frame_completed": 1789461002.71853
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 554,
                  "preprocess_output": 554,
                  "infer_output": 553,
                  "consume_entered": 553,
                  "native_completed": 553,
                  "inference_frame_completed": 553
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 56.8,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313723537810480,
                "counts": {
                  "decoded": 1659,
                  "selected": 554,
                  "preprocess": 554,
                  "sampling_drop": 1105,
                  "infer": 553,
                  "native": 553,
                  "result": 553,
                  "publisher_submit": 553
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313723506408794,
                  "selected": 1313723506456754,
                  "preprocess": 1313723513077978,
                  "sampling_drop": 1313723467269054,
                  "infer": 1313723438043793,
                  "native": 1313723459562896,
                  "result": 1313723465405888,
                  "publisher_submit": 1313723465930336
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1659,
                    56593514339
                  ],
                  "preprocess": [
                    1659,
                    56593514339
                  ],
                  "infer": [
                    1656,
                    56493514339
                  ],
                  "native": [
                    1656,
                    56493514339
                  ],
                  "result": [
                    1656,
                    56493514339
                  ],
                  "publisher_submit": [
                    1656,
                    56493514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 55,
                    "mean_ms": 5.3002188,
                    "p95_ms": 16.61558,
                    "max_ms": 16.87932
                  },
                  "tracking": {
                    "samples": 55,
                    "mean_ms": 0.04130569090909091,
                    "p95_ms": 0.080869,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 55,
                    "mean_ms": 0.03179127272727273,
                    "p95_ms": 0.060752,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 55,
                    "mean_ms": 3.4504240545454548,
                    "p95_ms": 10.517488,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 55,
                    "mean_ms": 4.006703,
                    "p95_ms": 9.111714,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 54,
                    "mean_ms": 34.43513872222223,
                    "p95_ms": 50.257251,
                    "max_ms": 62.833157
                  },
                  "infer_to_native": {
                    "samples": 54,
                    "mean_ms": 31.354532,
                    "p95_ms": 49.583257,
                    "max_ms": 59.330736
                  },
                  "native_to_result": {
                    "samples": 54,
                    "mean_ms": 11.2071795,
                    "p95_ms": 22.13476,
                    "max_ms": 26.573291
                  },
                  "result_to_publisher_submit": {
                    "samples": 54,
                    "mean_ms": 0.8270501296296296,
                    "p95_ms": 1.130161,
                    "max_ms": 5.782979
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 553
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 553,
            "per_task_buffers": {
              "det": 553
            },
            "latest": {
              "fn": 1656,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313723.574108533,
            "entries": 554,
            "length": 100,
            "last": "1789461002827-0",
            "pttl": 9961,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1659,
              "ptsNs": 56593514339,
              "ingestTimeWallMs": 1789461002758,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045138316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478730649,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9207897186279297,
                  "bbox": [
                    0.268829345703125,
                    0.58740234375,
                    0.332733154296875,
                    0.80419921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9207897186279297,
                  "bbox": [
                    0.7216949462890625,
                    0.28033447265625,
                    0.7675628662109375,
                    0.41497802734375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.903464674949646,
                  "bbox": [
                    0.69171142578125,
                    0.4468994140625,
                    0.73309326171875,
                    0.6282958984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.902265727519989,
                  "bbox": [
                    0.307281494140625,
                    0.27264404296875,
                    0.347991943359375,
                    0.40509033203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9010533690452576,
                  "bbox": [
                    0.613250732421875,
                    0.314208984375,
                    0.651397705078125,
                    0.444091796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8925625681877136,
                  "bbox": [
                    0.450958251953125,
                    0.261627197265625,
                    0.494842529296875,
                    0.377532958984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8211875557899475,
                  "bbox": [
                    0.2765045166015625,
                    0.270538330078125,
                    0.3060150146484375,
                    0.386688232421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "11",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2816031277179718,
                  "bbox": [
                    0.9804763793945312,
                    0.056976318359375,
                    0.9999923706054688,
                    0.092803955078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1807,
          "sent_status": 76,
          "sent_frames": 1731,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 62,
                  "queued_frame": 62,
                  "sent_frame": 61,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 62,
                    "mean_ms": 6.331126881583083,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 62,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 61,
                    "mean_ms": 11.42769262295082,
                    "max_ms": 67.028965,
                    "recent_samples": 61,
                    "recent_p95_ms": 35.508653
                  },
                  "frame_write_cpu": {
                    "count": 61,
                    "mean_ms": 0.9974270819672131,
                    "max_ms": 1.782547,
                    "recent_samples": 61,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 61,
                    "mean_ms": 0.19509513114754098,
                    "max_ms": 8.007389,
                    "recent_samples": 61,
                    "recent_p95_ms": 0.042508
                  },
                  "enqueue_gap": {
                    "count": 61,
                    "mean_ms": 96.58689095081968,
                    "max_ms": 156.11413599999997,
                    "recent_samples": 61,
                    "recent_p95_ms": 136.979086
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 1.0949759744107723,
                    "max_ms": 1.0949759744107723,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.0949759744107723
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 3.419519,
                    "max_ms": 3.419519,
                    "recent_samples": 1,
                    "recent_p95_ms": 3.419519
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 1.15197,
                    "max_ms": 1.15197,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.009777,
                    "max_ms": 0.009777,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 61,
                  "queued_frame": 61,
                  "sent_frame": 61,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 61,
                    "mean_ms": 6.006196347355354,
                    "max_ms": 22.628846112638712,
                    "recent_samples": 61,
                    "recent_p95_ms": 17.142347991466522
                  },
                  "frame_write_wall": {
                    "count": 61,
                    "mean_ms": 12.792038196721311,
                    "max_ms": 31.626191,
                    "recent_samples": 61,
                    "recent_p95_ms": 26.620182
                  },
                  "frame_write_cpu": {
                    "count": 61,
                    "mean_ms": 1.1279960327868854,
                    "max_ms": 2.373748,
                    "recent_samples": 61,
                    "recent_p95_ms": 1.644293
                  },
                  "frame_completion_lock": {
                    "count": 61,
                    "mean_ms": 0.05724129508196721,
                    "max_ms": 2.513738,
                    "recent_samples": 61,
                    "recent_p95_ms": 0.031722
                  },
                  "enqueue_gap": {
                    "count": 60,
                    "mean_ms": 96.8795426166667,
                    "max_ms": 189.214491,
                    "recent_samples": 60,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 1.5647901454940438,
                    "max_ms": 2.493258100003004,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.493258100003004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 5.602175,
                    "max_ms": 8.655039,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.655039
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.670255,
                    "max_ms": 0.672539,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.672539
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.009896499999999999,
                    "max_ms": 0.012627,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 60,
                  "queued_frame": 60,
                  "sent_frame": 60,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 60,
                    "mean_ms": 4.617863955597083,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 60,
                    "recent_p95_ms": 17.14725885540247
                  },
                  "frame_write_wall": {
                    "count": 60,
                    "mean_ms": 5.921277016666668,
                    "max_ms": 47.009828,
                    "recent_samples": 60,
                    "recent_p95_ms": 16.163141
                  },
                  "frame_write_cpu": {
                    "count": 60,
                    "mean_ms": 0.9217696833333335,
                    "max_ms": 2.33336,
                    "recent_samples": 60,
                    "recent_p95_ms": 1.58843
                  },
                  "frame_completion_lock": {
                    "count": 60,
                    "mean_ms": 0.6178957500000002,
                    "max_ms": 34.841402,
                    "recent_samples": 60,
                    "recent_p95_ms": 0.042004
                  },
                  "enqueue_gap": {
                    "count": 59,
                    "mean_ms": 97.1728826440678,
                    "max_ms": 153.201512,
                    "recent_samples": 59,
                    "recent_p95_ms": 132.542889
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 2.1999365417286754,
                    "max_ms": 2.412248170003295,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.412248170003295
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 3.7904134999999997,
                    "max_ms": 5.381124,
                    "recent_samples": 2,
                    "recent_p95_ms": 5.381124
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.8421615,
                    "max_ms": 1.10037,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.011613499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 0.11442950926721096,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.27666,
                    "max_ms": 8.943643,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 1.2816725,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.015364,
                    "max_ms": 0.017651,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313724.615829033,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313724.685220506,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461003.82186,
                "source_stage": "consume_entered",
                "source_stage_at": 1789461003.893551,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461003.8467243,
                  "preprocess_output": 1789461003.8479154,
                  "infer_output": 1789461003.891249,
                  "consume_entered": 1789461003.893551,
                  "native_completed": 1789461003.807553,
                  "inference_frame_completed": 1789461003.8218403
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 624,
                  "preprocess_output": 624,
                  "infer_output": 624,
                  "consume_entered": 624,
                  "native_completed": 623,
                  "inference_frame_completed": 623
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 63.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313724646519231,
                "counts": {
                  "decoded": 624,
                  "selected": 624,
                  "preprocess": 624,
                  "infer": 624,
                  "native": 623,
                  "result": 623,
                  "publisher_submit": 623
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313724594057118,
                  "selected": 1313724594081160,
                  "preprocess": 1313724595267196,
                  "infer": 1313724638584042,
                  "native": 1313724554875538,
                  "result": 1313724568662057,
                  "publisher_submit": 1313724569239487
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    623,
                    62529037103
                  ],
                  "preprocess": [
                    623,
                    62529037103
                  ],
                  "infer": [
                    623,
                    62529037103
                  ],
                  "native": [
                    622,
                    62429037103
                  ],
                  "result": [
                    622,
                    62429037103
                  ],
                  "publisher_submit": [
                    622,
                    62429037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 67,
                    "mean_ms": 2.7905738656716417,
                    "p95_ms": 7.713897,
                    "max_ms": 12.275169
                  },
                  "queue": {
                    "samples": 67,
                    "mean_ms": 6.567698731343284,
                    "p95_ms": 17.032505,
                    "max_ms": 19.357664
                  },
                  "tracking": {
                    "samples": 67,
                    "mean_ms": 0.04083126865671642,
                    "p95_ms": 0.068475,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 67,
                    "mean_ms": 0.03153246268656716,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 67,
                    "mean_ms": 33.24022885074627,
                    "p95_ms": 43.316846,
                    "max_ms": 44.690495
                  },
                  "infer_to_native": {
                    "samples": 66,
                    "mean_ms": 27.687121863636364,
                    "p95_ms": 45.975841,
                    "max_ms": 56.06762
                  },
                  "result_work": {
                    "samples": 67,
                    "mean_ms": 5.044184880597015,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 66,
                    "mean_ms": 13.153763696969698,
                    "p95_ms": 23.764671,
                    "max_ms": 28.698371
                  },
                  "result_to_publisher_submit": {
                    "samples": 66,
                    "mean_ms": 1.4532222121212122,
                    "p95_ms": 2.497394,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 623
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 623,
            "per_task_buffers": {
              "det": 623
            },
            "latest": {
              "fn": 622,
              "det": 8,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313724.685264855,
            "entries": 622,
            "length": 100,
            "last": "1789461003938-0",
            "pttl": 9957,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 623,
              "ptsNs": 62529037103,
              "ingestTimeWallMs": 1789461003846,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449716473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461003739,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8964328765869141,
                  "bbox": [
                    0.579345703125,
                    0.3245849609375,
                    0.652099609375,
                    0.6710205078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8743993639945984,
                  "bbox": [
                    0.5062408447265625,
                    0.37078857421875,
                    0.5377044677734375,
                    0.53350830078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8169911503791809,
                  "bbox": [
                    0.333984375,
                    0.51922607421875,
                    0.404296875,
                    0.60284423828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6978148818016052,
                  "bbox": [
                    0.6540374755859375,
                    0.44976806640625,
                    0.6897125244140625,
                    0.53460693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3237006962299347,
                  "bbox": [
                    0.6385269165039062,
                    0.46209716796875,
                    0.6593246459960938,
                    0.55645751953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313724.816063952,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461004.0169265,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461004.0510323,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461004.0457118,
                  "preprocess_output": 1789461004.0510323,
                  "infer_output": 1789461003.978901,
                  "consume_entered": 1789461003.980491,
                  "native_completed": 1789461003.9954615,
                  "inference_frame_completed": 1789461004.0169075
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 589,
                  "preprocess_output": 589,
                  "infer_output": 588,
                  "consume_entered": 588,
                  "native_completed": 588,
                  "inference_frame_completed": 588
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 60.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313724802392049,
                "counts": {
                  "decoded": 588,
                  "selected": 588,
                  "preprocess": 589,
                  "infer": 588,
                  "native": 588,
                  "result": 588,
                  "publisher_submit": 588
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313724792996037,
                  "selected": 1313724793054826,
                  "preprocess": 1313724798320125,
                  "infer": 1313724725929172,
                  "native": 1313724742794409,
                  "result": 1313724763717878,
                  "publisher_submit": 1313724764306015
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    588,
                    60123652503
                  ],
                  "preprocess": [
                    588,
                    60123652503
                  ],
                  "infer": [
                    587,
                    60023652503
                  ],
                  "native": [
                    587,
                    60023652503
                  ],
                  "result": [
                    587,
                    60023652503
                  ],
                  "publisher_submit": [
                    587,
                    60023652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 69,
                    "mean_ms": 5.16470668115942,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 68,
                    "mean_ms": 5.671319955882352,
                    "p95_ms": 17.177098,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 68,
                    "mean_ms": 0.044710852941176465,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 68,
                    "mean_ms": 0.03321069117647059,
                    "p95_ms": 0.054712,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 68,
                    "mean_ms": 3.6416251176470587,
                    "p95_ms": 11.08161,
                    "max_ms": 16.604904
                  },
                  "preprocess_to_infer": {
                    "samples": 67,
                    "mean_ms": 30.33991044776119,
                    "p95_ms": 44.75136,
                    "max_ms": 60.174924
                  },
                  "infer_to_native": {
                    "samples": 67,
                    "mean_ms": 22.88905914925373,
                    "p95_ms": 41.453844,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 67,
                    "mean_ms": 10.935240776119404,
                    "p95_ms": 25.419579,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 67,
                    "mean_ms": 1.051818014925373,
                    "p95_ms": 1.419623,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 588
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 588,
            "per_task_buffers": {
              "det": 588
            },
            "latest": {
              "fn": 587,
              "det": 9,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313724.816149341,
            "entries": 586,
            "length": 100,
            "last": "1789461004032-0",
            "pttl": 9931,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 587,
              "ptsNs": 60023652503,
              "ingestTimeWallMs": 1789461003939,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282682892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436925589,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9178933501243591,
                  "bbox": [
                    0.42626953125,
                    0.3336181640625,
                    0.46728515625,
                    0.5960693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8802834153175354,
                  "bbox": [
                    0.5064773559570312,
                    0.37078857421875,
                    0.5374679565429688,
                    0.53350830078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8107787370681763,
                  "bbox": [
                    0.615753173828125,
                    0.4453125,
                    0.655731201171875,
                    0.5517578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7879312038421631,
                  "bbox": [
                    0.6536865234375,
                    0.449951171875,
                    0.6900634765625,
                    0.538818359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7371581792831421,
                  "bbox": [
                    0.6328125,
                    0.55194091796875,
                    0.708984375,
                    0.67266845703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3412531018257141,
                  "bbox": [
                    0.6305160522460938,
                    0.46337890625,
                    0.6585464477539062,
                    0.55419921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "16",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3293917179107666,
                  "bbox": [
                    0.19780731201171875,
                    0.43215179443359375,
                    0.21405792236328125,
                    0.45847320556640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313724.907222906,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461004.147542,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461004.1475267,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461004.0588307,
                  "preprocess_output": 1789461004.0631187,
                  "infer_output": 1789461004.098164,
                  "consume_entered": 1789461004.1099799,
                  "native_completed": 1789461004.1392314,
                  "inference_frame_completed": 1789461004.1475267
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 567,
                  "preprocess_output": 567,
                  "infer_output": 567,
                  "consume_entered": 567,
                  "native_completed": 567,
                  "inference_frame_completed": 567
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 58.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313724898249328,
                "counts": {
                  "decoded": 1700,
                  "selected": 567,
                  "preprocess": 567,
                  "sampling_drop": 1133,
                  "infer": 567,
                  "native": 567,
                  "result": 567,
                  "publisher_submit": 567
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313724875103628,
                  "selected": 1313724806161435,
                  "preprocess": 1313724810415942,
                  "sampling_drop": 1313724875128686,
                  "infer": 1313724845483939,
                  "native": 1313724886586474,
                  "result": 1313724894436878,
                  "publisher_submit": 1313724894929973
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    1698,
                    57893514339
                  ],
                  "preprocess": [
                    1698,
                    57893514339
                  ],
                  "infer": [
                    1698,
                    57893514339
                  ],
                  "native": [
                    1698,
                    57893514339
                  ],
                  "result": [
                    1698,
                    57893514339
                  ],
                  "publisher_submit": [
                    1698,
                    57893514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 69,
                    "mean_ms": 5.0577898840579705,
                    "p95_ms": 15.360582,
                    "max_ms": 16.87932
                  },
                  "tracking": {
                    "samples": 69,
                    "mean_ms": 0.039785521739130435,
                    "p95_ms": 0.063355,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 69,
                    "mean_ms": 0.0307311884057971,
                    "p95_ms": 0.054745,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 68,
                    "mean_ms": 3.3679123823529413,
                    "p95_ms": 8.991299,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 69,
                    "mean_ms": 3.845737086956522,
                    "p95_ms": 9.106503,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 68,
                    "mean_ms": 34.30925813235294,
                    "p95_ms": 50.257251,
                    "max_ms": 62.833157
                  },
                  "infer_to_native": {
                    "samples": 68,
                    "mean_ms": 30.33248233823529,
                    "p95_ms": 49.583257,
                    "max_ms": 59.330736
                  },
                  "native_to_result": {
                    "samples": 68,
                    "mean_ms": 10.719858132352941,
                    "p95_ms": 21.237799,
                    "max_ms": 26.573291
                  },
                  "result_to_publisher_submit": {
                    "samples": 68,
                    "mean_ms": 0.7874713088235294,
                    "p95_ms": 1.127852,
                    "max_ms": 5.782979
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 567
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 567,
            "per_task_buffers": {
              "det": 567
            },
            "latest": {
              "fn": 1698,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313724.907305063,
            "entries": 567,
            "length": 100,
            "last": "1789461004152-0",
            "pttl": 9947,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1698,
              "ptsNs": 57893514339,
              "ingestTimeWallMs": 1789461004058,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045255316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478731949,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9196425676345825,
                  "bbox": [
                    0.1637115478515625,
                    0.5533447265625,
                    0.2259368896484375,
                    0.7669677734375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9167081117630005,
                  "bbox": [
                    0.400360107421875,
                    0.27923583984375,
                    0.433135986328125,
                    0.41900634765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.907312273979187,
                  "bbox": [
                    0.516693115234375,
                    0.4041748046875,
                    0.554595947265625,
                    0.5675048828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9000037312507629,
                  "bbox": [
                    0.2010955810546875,
                    0.277740478515625,
                    0.2371368408203125,
                    0.398529052734375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8976953029632568,
                  "bbox": [
                    0.6190185546875,
                    0.26837158203125,
                    0.6583251953125,
                    0.39617919921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8866168856620789,
                  "bbox": [
                    0.6637420654296875,
                    0.287109375,
                    0.6956329345703125,
                    0.40869140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6781138181686401,
                  "bbox": [
                    0.5426101684570312,
                    0.255157470703125,
                    0.5618820190429688,
                    0.352264404296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1846,
          "sent_status": 76,
          "sent_frames": 1770,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 74,
                  "queued_frame": 74,
                  "sent_frame": 74,
                  "queued_heartbeat": 1,
                  "sent_status": 1
                },
                "timings": {
                  "frame_queue": {
                    "count": 74,
                    "mean_ms": 5.790559571815303,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 74,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 74,
                    "mean_ms": 10.944524,
                    "max_ms": 67.028965,
                    "recent_samples": 74,
                    "recent_p95_ms": 35.508653
                  },
                  "frame_write_cpu": {
                    "count": 74,
                    "mean_ms": 0.9774759864864859,
                    "max_ms": 1.782547,
                    "recent_samples": 74,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 74,
                    "mean_ms": 0.16249725675675672,
                    "max_ms": 8.007389,
                    "recent_samples": 74,
                    "recent_p95_ms": 0.042508
                  },
                  "enqueue_gap": {
                    "count": 73,
                    "mean_ms": 97.19563639726029,
                    "max_ms": 156.11413599999997,
                    "recent_samples": 73,
                    "recent_p95_ms": 136.979086
                  },
                  "status_queue": {
                    "count": 1,
                    "mean_ms": 1.0949759744107723,
                    "max_ms": 1.0949759744107723,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.0949759744107723
                  },
                  "status_write_wall": {
                    "count": 1,
                    "mean_ms": 3.419519,
                    "max_ms": 3.419519,
                    "recent_samples": 1,
                    "recent_p95_ms": 3.419519
                  },
                  "status_write_cpu": {
                    "count": 1,
                    "mean_ms": 1.15197,
                    "max_ms": 1.15197,
                    "recent_samples": 1,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 1,
                    "mean_ms": 0.009777,
                    "max_ms": 0.009777,
                    "recent_samples": 1,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 74,
                  "queued_frame": 74,
                  "sent_frame": 74,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 74,
                    "mean_ms": 5.658434080966824,
                    "max_ms": 25.597157888114452,
                    "recent_samples": 74,
                    "recent_p95_ms": 18.213693983852863
                  },
                  "frame_write_wall": {
                    "count": 74,
                    "mean_ms": 12.24007977027027,
                    "max_ms": 31.626191,
                    "recent_samples": 74,
                    "recent_p95_ms": 26.766133
                  },
                  "frame_write_cpu": {
                    "count": 74,
                    "mean_ms": 1.1620825405405408,
                    "max_ms": 2.373748,
                    "recent_samples": 74,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 74,
                    "mean_ms": 0.04954852702702702,
                    "max_ms": 2.513738,
                    "recent_samples": 74,
                    "recent_p95_ms": 0.031722
                  },
                  "enqueue_gap": {
                    "count": 73,
                    "mean_ms": 97.41420139726031,
                    "max_ms": 189.214491,
                    "recent_samples": 73,
                    "recent_p95_ms": 164.157632
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 1.5647901454940438,
                    "max_ms": 2.493258100003004,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.493258100003004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 5.602175,
                    "max_ms": 8.655039,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.655039
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.670255,
                    "max_ms": 0.672539,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.672539
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.009896499999999999,
                    "max_ms": 0.012627,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 73,
                  "queued_frame": 73,
                  "sent_frame": 73,
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "frame_queue": {
                    "count": 73,
                    "mean_ms": 4.0381542336808085,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 73,
                    "recent_p95_ms": 17.14725885540247
                  },
                  "frame_write_wall": {
                    "count": 73,
                    "mean_ms": 5.5084583972602745,
                    "max_ms": 47.009828,
                    "recent_samples": 73,
                    "recent_p95_ms": 16.163141
                  },
                  "frame_write_cpu": {
                    "count": 73,
                    "mean_ms": 0.902841863013699,
                    "max_ms": 2.33336,
                    "recent_samples": 73,
                    "recent_p95_ms": 1.58843
                  },
                  "frame_completion_lock": {
                    "count": 73,
                    "mean_ms": 0.5097091232876715,
                    "max_ms": 34.841402,
                    "recent_samples": 73,
                    "recent_p95_ms": 0.042004
                  },
                  "enqueue_gap": {
                    "count": 72,
                    "mean_ms": 97.62075509722223,
                    "max_ms": 153.201512,
                    "recent_samples": 72,
                    "recent_p95_ms": 132.542889
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 2.1999365417286754,
                    "max_ms": 2.412248170003295,
                    "recent_samples": 2,
                    "recent_p95_ms": 2.412248170003295
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 3.7904134999999997,
                    "max_ms": 5.381124,
                    "recent_samples": 2,
                    "recent_p95_ms": 5.381124
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.8421615,
                    "max_ms": 1.10037,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.011613499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 2,
                  "sent_status": 2
                },
                "timings": {
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 0.11442950926721096,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.27666,
                    "max_ms": 8.943643,
                    "recent_samples": 2,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 1.2816725,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.015364,
                    "max_ms": 0.017651,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313725.955470107,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313726.023733815,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461005.232574,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461005.2624362,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461005.2525368,
                  "preprocess_output": 1789461005.2624362,
                  "infer_output": 1789461005.19203,
                  "consume_entered": 1789461005.1966233,
                  "native_completed": 1789461005.2270389,
                  "inference_frame_completed": 1789461005.2325509
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 638,
                  "preprocess_output": 638,
                  "infer_output": 637,
                  "consume_entered": 637,
                  "native_completed": 637,
                  "inference_frame_completed": 637
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 64.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313726017801321,
                "counts": {
                  "decoded": 638,
                  "selected": 638,
                  "preprocess": 638,
                  "infer": 637,
                  "native": 637,
                  "result": 637,
                  "publisher_submit": 637
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313725999854489,
                  "selected": 1313725999889720,
                  "preprocess": 1313726009790302,
                  "infer": 1313725939328411,
                  "native": 1313725974399482,
                  "result": 1313725979235915,
                  "publisher_submit": 1313725979940438
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    637,
                    63929037103
                  ],
                  "preprocess": [
                    637,
                    63929037103
                  ],
                  "infer": [
                    636,
                    63829037103
                  ],
                  "native": [
                    636,
                    63829037103
                  ],
                  "result": [
                    636,
                    63829037103
                  ],
                  "publisher_submit": [
                    636,
                    63829037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 81,
                    "mean_ms": 3.266903827160494,
                    "p95_ms": 9.900582,
                    "max_ms": 13.837991
                  },
                  "queue": {
                    "samples": 81,
                    "mean_ms": 6.929851061728396,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 81,
                    "mean_ms": 0.04138948148148148,
                    "p95_ms": 0.068475,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 81,
                    "mean_ms": 0.03209093827160494,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 80,
                    "mean_ms": 34.498321112499994,
                    "p95_ms": 44.030416,
                    "max_ms": 48.270203
                  },
                  "infer_to_native": {
                    "samples": 80,
                    "mean_ms": 27.09498655,
                    "p95_ms": 40.919832,
                    "max_ms": 56.06762
                  },
                  "result_work": {
                    "samples": 81,
                    "mean_ms": 4.846711604938271,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 80,
                    "mean_ms": 13.77893815,
                    "p95_ms": 27.267971,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 80,
                    "mean_ms": 1.3321650875,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 637
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 637,
            "per_task_buffers": {
              "det": 637
            },
            "latest": {
              "fn": 636,
              "det": 8,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313726.023789137,
            "entries": 635,
            "length": 100,
            "last": "1789461005240-0",
            "pttl": 9937,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 636,
              "ptsNs": 63829037103,
              "ingestTimeWallMs": 1789461005146,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449833473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461005039,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9145963191986084,
                  "bbox": [
                    0.57244873046875,
                    0.3272705078125,
                    0.63653564453125,
                    0.6414794921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8796645402908325,
                  "bbox": [
                    0.5065231323242188,
                    0.37054443359375,
                    0.5374221801757812,
                    0.53326416015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7440989017486572,
                  "bbox": [
                    0.332855224609375,
                    0.52545166015625,
                    0.400543212890625,
                    0.60052490234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7228206396102905,
                  "bbox": [
                    0.653472900390625,
                    0.450042724609375,
                    0.689300537109375,
                    0.532379150390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6630147099494934,
                  "bbox": [
                    0.6267547607421875,
                    0.45709228515625,
                    0.6564483642578125,
                    0.55462646484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "12",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.28987401723861694,
                  "bbox": [
                    0.6371994018554688,
                    0.4441375732421875,
                    0.6547927856445312,
                    0.4958038330078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313726.117192952,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461005.211618,
                "source_stage": "consume_entered",
                "source_stage_at": 1789461005.3055015,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461005.266862,
                  "preprocess_output": 1789461005.271383,
                  "infer_output": 1789461005.2983823,
                  "consume_entered": 1789461005.3055015,
                  "native_completed": 1789461005.1929932,
                  "inference_frame_completed": 1789461005.2115967
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 601,
                  "preprocess_output": 601,
                  "infer_output": 601,
                  "consume_entered": 601,
                  "native_completed": 600,
                  "inference_frame_completed": 600
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 61.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313726064641955,
                "counts": {
                  "decoded": 600,
                  "selected": 600,
                  "preprocess": 601,
                  "infer": 601,
                  "native": 600,
                  "result": 600,
                  "publisher_submit": 600
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313726014148812,
                  "selected": 1313726014190146,
                  "preprocess": 1313726018703858,
                  "infer": 1313726045686529,
                  "native": 1313725940331401,
                  "result": 1313725958399476,
                  "publisher_submit": 1313725958981852
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    600,
                    61323652503
                  ],
                  "preprocess": [
                    600,
                    61323652503
                  ],
                  "infer": [
                    600,
                    61323652503
                  ],
                  "native": [
                    599,
                    61223652503
                  ],
                  "result": [
                    599,
                    61223652503
                  ],
                  "publisher_submit": [
                    599,
                    61223652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 81,
                    "mean_ms": 4.911070641975309,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 80,
                    "mean_ms": 5.6729853,
                    "p95_ms": 15.564847,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 80,
                    "mean_ms": 0.0440226625,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 80,
                    "mean_ms": 0.032946637499999994,
                    "p95_ms": 0.054712,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 80,
                    "mean_ms": 3.731971,
                    "p95_ms": 11.08161,
                    "max_ms": 17.12482
                  },
                  "preprocess_to_infer": {
                    "samples": 80,
                    "mean_ms": 31.4388949875,
                    "p95_ms": 49.038219,
                    "max_ms": 60.174924
                  },
                  "infer_to_native": {
                    "samples": 79,
                    "mean_ms": 23.771932607594938,
                    "p95_ms": 41.453844,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 79,
                    "mean_ms": 10.932816227848102,
                    "p95_ms": 26.353309,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 79,
                    "mean_ms": 0.9943116835443038,
                    "p95_ms": 1.419623,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 600
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 600,
            "per_task_buffers": {
              "det": 600
            },
            "latest": {
              "fn": 599,
              "det": 10,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313726.117257041,
            "entries": 599,
            "length": 100,
            "last": "1789461005358-0",
            "pttl": 9951,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 600,
              "ptsNs": 61323652503,
              "ingestTimeWallMs": 1789461005266,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282799892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436926889,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8910549879074097,
                  "bbox": [
                    0.4530181884765625,
                    0.34124755859375,
                    0.4981536865234375,
                    0.58843994140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8754679560661316,
                  "bbox": [
                    0.5062255859375,
                    0.3712158203125,
                    0.5377197265625,
                    0.5330810546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8051729798316956,
                  "bbox": [
                    0.6163482666015625,
                    0.446319580078125,
                    0.6551361083984375,
                    0.552703857421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.791176438331604,
                  "bbox": [
                    0.6544952392578125,
                    0.448822021484375,
                    0.6892547607421875,
                    0.532135009765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6625781655311584,
                  "bbox": [
                    0.62750244140625,
                    0.5850830078125,
                    0.71234130859375,
                    0.6932373046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.47903144359588623,
                  "bbox": [
                    0.19783782958984375,
                    0.431243896484375,
                    0.21353912353515625,
                    0.458892822265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "16",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.32487764954566956,
                  "bbox": [
                    0.6323165893554688,
                    0.453948974609375,
                    0.6626052856445312,
                    0.554840087890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "18",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.26759952306747437,
                  "bbox": [
                    0.6364517211914062,
                    0.4443206787109375,
                    0.6565170288085938,
                    0.4878082275390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313726.208368348,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461005.3366258,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461005.3798175,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461005.3662953,
                  "preprocess_output": 1789461005.3798175,
                  "infer_output": 1789461005.287679,
                  "consume_entered": 1789461005.2914884,
                  "native_completed": 1789461005.3311927,
                  "inference_frame_completed": 1789461005.3366075
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 580,
                  "preprocess_output": 580,
                  "infer_output": 579,
                  "consume_entered": 579,
                  "native_completed": 579,
                  "inference_frame_completed": 579
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 59.5,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313726167449202,
                "counts": {
                  "decoded": 1738,
                  "selected": 580,
                  "preprocess": 580,
                  "sampling_drop": 1158,
                  "infer": 579,
                  "native": 579,
                  "result": 579,
                  "publisher_submit": 579
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313726139613465,
                  "selected": 1313726113670003,
                  "preprocess": 1313726127182281,
                  "sampling_drop": 1313726139646064,
                  "infer": 1313726034990665,
                  "native": 1313726078545418,
                  "result": 1313726083443721,
                  "publisher_submit": 1313726083985419
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1737,
                    59193514339
                  ],
                  "preprocess": [
                    1737,
                    59193514339
                  ],
                  "infer": [
                    1734,
                    59093514339
                  ],
                  "native": [
                    1734,
                    59093514339
                  ],
                  "result": [
                    1734,
                    59093514339
                  ],
                  "publisher_submit": [
                    1734,
                    59093514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 81,
                    "mean_ms": 5.029015296296297,
                    "p95_ms": 15.360582,
                    "max_ms": 22.477756
                  },
                  "tracking": {
                    "samples": 81,
                    "mean_ms": 0.03893653086419753,
                    "p95_ms": 0.062799,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 81,
                    "mean_ms": 0.030034,
                    "p95_ms": 0.049313,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 81,
                    "mean_ms": 3.5607181358024693,
                    "p95_ms": 10.079543,
                    "max_ms": 14.831626
                  },
                  "result_work": {
                    "samples": 81,
                    "mean_ms": 3.7680845185185188,
                    "p95_ms": 7.163742,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 80,
                    "mean_ms": 35.408909012500004,
                    "p95_ms": 52.090502,
                    "max_ms": 64.142195
                  },
                  "infer_to_native": {
                    "samples": 80,
                    "mean_ms": 31.0130453625,
                    "p95_ms": 49.583257,
                    "max_ms": 59.330736
                  },
                  "native_to_result": {
                    "samples": 80,
                    "mean_ms": 10.649093025,
                    "p95_ms": 21.237799,
                    "max_ms": 27.180591
                  },
                  "result_to_publisher_submit": {
                    "samples": 80,
                    "mean_ms": 0.7629258125,
                    "p95_ms": 1.121954,
                    "max_ms": 5.782979
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 579
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 579,
            "per_task_buffers": {
              "det": 579
            },
            "latest": {
              "fn": 1734,
              "det": 10,
              "persons": 8,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313726.208421859,
            "entries": 580,
            "length": 100,
            "last": "1789461005458-0",
            "pttl": 9967,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1737,
              "ptsNs": 59193514339,
              "ingestTimeWallMs": 1789461005366,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045372316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478733249,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9291837811470032,
                  "bbox": [
                    0.88800048828125,
                    0.38116455078125,
                    0.95477294921875,
                    0.53631591796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9202179908752441,
                  "bbox": [
                    0.3740081787109375,
                    0.369140625,
                    0.4160308837890625,
                    0.5166015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.920074462890625,
                  "bbox": [
                    0.234832763671875,
                    0.2891845703125,
                    0.277374267578125,
                    0.4173583984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9196425676345825,
                  "bbox": [
                    0.135101318359375,
                    0.499755859375,
                    0.192779541015625,
                    0.690673828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9184802770614624,
                  "bbox": [
                    0.471221923828125,
                    0.2978515625,
                    0.511199951171875,
                    0.4443359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8946054577827454,
                  "bbox": [
                    0.67889404296875,
                    0.287078857421875,
                    0.71173095703125,
                    0.405792236328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8812065720558167,
                  "bbox": [
                    0.6150360107421875,
                    0.238616943359375,
                    0.6437530517578125,
                    0.350250244140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6819385886192322,
                  "bbox": [
                    0.5355148315429688,
                    0.2646484375,
                    0.5582351684570312,
                    0.35595703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1890,
          "sent_status": 80,
          "sent_frames": 1810,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 88,
                  "queued_frame": 88,
                  "sent_frame": 88,
                  "queued_heartbeat": 2,
                  "sent_status": 2,
                  "timeline_evicted": 14
                },
                "timings": {
                  "frame_queue": {
                    "count": 88,
                    "mean_ms": 5.740972548003563,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 88,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 88,
                    "mean_ms": 10.948936136363637,
                    "max_ms": 67.028965,
                    "recent_samples": 88,
                    "recent_p95_ms": 35.332927
                  },
                  "frame_write_cpu": {
                    "count": 88,
                    "mean_ms": 1.0101902613636362,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 88,
                    "recent_p95_ms": 1.674066
                  },
                  "frame_completion_lock": {
                    "count": 88,
                    "mean_ms": 0.14069404545454545,
                    "max_ms": 8.007389,
                    "recent_samples": 88,
                    "recent_p95_ms": 0.042508
                  },
                  "enqueue_gap": {
                    "count": 87,
                    "mean_ms": 97.76983380459774,
                    "max_ms": 156.11413599999997,
                    "recent_samples": 87,
                    "recent_p95_ms": 133.970811
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 7.868273532949388,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 2,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.4574175,
                    "max_ms": 9.495316,
                    "recent_samples": 2,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.9203954999999999,
                    "max_ms": 1.15197,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.0085515,
                    "max_ms": 0.009777,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 87,
                  "queued_frame": 87,
                  "sent_frame": 87,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 14
                },
                "timings": {
                  "frame_queue": {
                    "count": 87,
                    "mean_ms": 5.665412884548135,
                    "max_ms": 25.597157888114452,
                    "recent_samples": 87,
                    "recent_p95_ms": 17.142347991466522
                  },
                  "frame_write_wall": {
                    "count": 87,
                    "mean_ms": 11.618945195402299,
                    "max_ms": 31.626191,
                    "recent_samples": 87,
                    "recent_p95_ms": 26.620182
                  },
                  "frame_write_cpu": {
                    "count": 87,
                    "mean_ms": 1.1406162643678164,
                    "max_ms": 2.373748,
                    "recent_samples": 87,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 87,
                    "mean_ms": 0.04437008045977011,
                    "max_ms": 2.513738,
                    "recent_samples": 87,
                    "recent_p95_ms": 0.031722
                  },
                  "enqueue_gap": {
                    "count": 86,
                    "mean_ms": 98.19019687209305,
                    "max_ms": 189.214491,
                    "recent_samples": 86,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 2.993520814925432,
                    "max_ms": 5.850982153788209,
                    "recent_samples": 3,
                    "recent_p95_ms": 5.850982153788209
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 8.363076666666666,
                    "max_ms": 13.88488,
                    "recent_samples": 3,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.6898266666666667,
                    "max_ms": 0.72897,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010365999999999998,
                    "max_ms": 0.012627,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 86,
                  "queued_frame": 86,
                  "sent_frame": 86,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 11
                },
                "timings": {
                  "frame_queue": {
                    "count": 86,
                    "mean_ms": 4.0466737781846245,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 86,
                    "recent_p95_ms": 12.311509810388088
                  },
                  "frame_write_wall": {
                    "count": 86,
                    "mean_ms": 5.293882720930233,
                    "max_ms": 47.009828,
                    "recent_samples": 86,
                    "recent_p95_ms": 15.622679999999999
                  },
                  "frame_write_cpu": {
                    "count": 86,
                    "mean_ms": 0.9035819186046511,
                    "max_ms": 2.33336,
                    "recent_samples": 86,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 86,
                    "mean_ms": 0.4342488720930234,
                    "max_ms": 34.841402,
                    "recent_samples": 86,
                    "recent_p95_ms": 0.027792
                  },
                  "enqueue_gap": {
                    "count": 85,
                    "mean_ms": 98.03727248235293,
                    "max_ms": 153.201512,
                    "recent_samples": 85,
                    "recent_p95_ms": 125.848085
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.134819696346919,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 3,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.6025409999999995,
                    "max_ms": 12.226796,
                    "recent_samples": 3,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.7568733333333334,
                    "max_ms": 1.10037,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010264333333333332,
                    "max_ms": 0.015555,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 3,
                  "sent_status": 3
                },
                "timings": {
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 0.10387366637587547,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.063857333333334,
                    "max_ms": 8.943643,
                    "recent_samples": 3,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.054822,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.013428999999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313727.240453038,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313727.3030708,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461006.542145,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461006.5421214,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461006.456447,
                  "preprocess_output": 1789461006.45924,
                  "infer_output": 1789461006.4956627,
                  "consume_entered": 1789461006.5103848,
                  "native_completed": 1789461006.5241601,
                  "inference_frame_completed": 1789461006.5421214
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 650,
                  "preprocess_output": 650,
                  "infer_output": 650,
                  "consume_entered": 650,
                  "native_completed": 650,
                  "inference_frame_completed": 650
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 65.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313727294926890,
                "counts": {
                  "decoded": 650,
                  "selected": 650,
                  "preprocess": 650,
                  "infer": 650,
                  "native": 650,
                  "result": 650,
                  "publisher_submit": 650
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313727203785953,
                  "selected": 1313727203808985,
                  "preprocess": 1313727206473911,
                  "infer": 1313727242978744,
                  "native": 1313727271535311,
                  "result": 1313727288867030,
                  "publisher_submit": 1313727289507159
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    649,
                    65129037103
                  ],
                  "preprocess": [
                    649,
                    65129037103
                  ],
                  "infer": [
                    649,
                    65129037103
                  ],
                  "native": [
                    649,
                    65129037103
                  ],
                  "result": [
                    649,
                    65129037103
                  ],
                  "publisher_submit": [
                    649,
                    65129037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 93,
                    "mean_ms": 3.7560689784946235,
                    "p95_ms": 12.275169,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 94,
                    "mean_ms": 6.704909042553191,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 94,
                    "mean_ms": 0.04286068085106383,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 94,
                    "mean_ms": 0.03292932978723404,
                    "p95_ms": 0.05676,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 93,
                    "mean_ms": 34.543250139784945,
                    "p95_ms": 47.45546,
                    "max_ms": 52.126821
                  },
                  "infer_to_native": {
                    "samples": 93,
                    "mean_ms": 30.7854383655914,
                    "p95_ms": 54.478557,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 94,
                    "mean_ms": 4.841253638297872,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 93,
                    "mean_ms": 13.547433849462365,
                    "p95_ms": 27.267971,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 93,
                    "mean_ms": 1.2991928817204301,
                    "p95_ms": 2.497394,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 650
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 650,
            "per_task_buffers": {
              "det": 650
            },
            "latest": {
              "fn": 649,
              "det": 7,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313727.303136707,
            "entries": 648,
            "length": 100,
            "last": "1789461006544-0",
            "pttl": 9945,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 649,
              "ptsNs": 65129037103,
              "ingestTimeWallMs": 1789461006456,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2449950473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461006339,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8889517188072205,
                  "bbox": [
                    0.588104248046875,
                    0.33740234375,
                    0.650177001953125,
                    0.615234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8801805377006531,
                  "bbox": [
                    0.5061798095703125,
                    0.3704833984375,
                    0.5377655029296875,
                    0.5333251953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8325091600418091,
                  "bbox": [
                    0.333038330078125,
                    0.524993896484375,
                    0.403289794921875,
                    0.601959228515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7167145609855652,
                  "bbox": [
                    0.6534576416015625,
                    0.449676513671875,
                    0.6893157958984375,
                    0.533233642578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6575384140014648,
                  "bbox": [
                    0.6361312866210938,
                    0.47283935546875,
                    0.6578140258789062,
                    0.55548095703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313727.399121813,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461006.5825722,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461006.5825226,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461006.5336816,
                  "preprocess_output": 1789461006.5376945,
                  "infer_output": 1789461006.5593169,
                  "consume_entered": 1789461006.5614522,
                  "native_completed": 1789461006.5756354,
                  "inference_frame_completed": 1789461006.5825226
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 614,
                  "preprocess_output": 614,
                  "infer_output": 614,
                  "consume_entered": 614,
                  "native_completed": 614,
                  "inference_frame_completed": 614
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 62.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313727372641859,
                "counts": {
                  "decoded": 613,
                  "selected": 613,
                  "preprocess": 614,
                  "infer": 614,
                  "native": 614,
                  "result": 614,
                  "publisher_submit": 614
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313727281038535,
                  "selected": 1313727281053369,
                  "preprocess": 1313727285043314,
                  "infer": 1313727306638678,
                  "native": 1313727322874705,
                  "result": 1313727328803328,
                  "publisher_submit": 1313727329891843
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    613,
                    62623652503
                  ],
                  "preprocess": [
                    613,
                    62623652503
                  ],
                  "infer": [
                    613,
                    62623652503
                  ],
                  "native": [
                    613,
                    62623652503
                  ],
                  "result": [
                    613,
                    62623652503
                  ],
                  "publisher_submit": [
                    613,
                    62623652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 95,
                    "mean_ms": 4.881909305263158,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 94,
                    "mean_ms": 6.095598265957447,
                    "p95_ms": 18.171244,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 94,
                    "mean_ms": 0.04294353191489362,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 94,
                    "mean_ms": 0.032286563829787236,
                    "p95_ms": 0.054712,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 93,
                    "mean_ms": 4.629813053763441,
                    "p95_ms": 15.149216,
                    "max_ms": 22.983874
                  },
                  "preprocess_to_infer": {
                    "samples": 93,
                    "mean_ms": 33.06300146236559,
                    "p95_ms": 54.90394,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 93,
                    "mean_ms": 25.263603913978496,
                    "p95_ms": 51.413708,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 93,
                    "mean_ms": 11.565581666666667,
                    "p95_ms": 30.048283,
                    "max_ms": 39.591218
                  },
                  "result_to_publisher_submit": {
                    "samples": 93,
                    "mean_ms": 1.0747208924731184,
                    "p95_ms": 2.378021,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 614
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 614,
            "per_task_buffers": {
              "det": 614
            },
            "latest": {
              "fn": 613,
              "det": 11,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313727.399206516,
            "entries": 612,
            "length": 100,
            "last": "1789461006584-0",
            "pttl": 9888,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 613,
              "ptsNs": 62623652503,
              "ingestTimeWallMs": 1789461006533,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 282916892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436928189,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8987665772438049,
                  "bbox": [
                    0.4585113525390625,
                    0.34130859375,
                    0.5004730224609375,
                    0.591796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8824278712272644,
                  "bbox": [
                    0.5061798095703125,
                    0.37152099609375,
                    0.5377655029296875,
                    0.53326416015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7913377285003662,
                  "bbox": [
                    0.65484619140625,
                    0.44927978515625,
                    0.68988037109375,
                    0.53265380859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7859664559364319,
                  "bbox": [
                    0.616119384765625,
                    0.4462890625,
                    0.653411865234375,
                    0.55126953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7529220581054688,
                  "bbox": [
                    0.625518798828125,
                    0.58966064453125,
                    0.710418701171875,
                    0.69744873046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5884162187576294,
                  "bbox": [
                    0.6307144165039062,
                    0.457855224609375,
                    0.6603012084960938,
                    0.554840087890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3365490734577179,
                  "bbox": [
                    0.19766998291015625,
                    0.4327239990234375,
                    0.21370697021484375,
                    0.4579010009765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "19",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2553436756134033,
                  "bbox": [
                    0.635528564453125,
                    0.444427490234375,
                    0.655487060546875,
                    0.489654541015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313727.531094969,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461006.6387694,
                "source_stage": "consume_entered",
                "source_stage_at": 1789461006.7203834,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461006.6542037,
                  "preprocess_output": 1789461006.6553352,
                  "infer_output": 1789461006.7109966,
                  "consume_entered": 1789461006.7203834,
                  "native_completed": 1789461006.628624,
                  "inference_frame_completed": 1789461006.6387568
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 593,
                  "preprocess_output": 593,
                  "infer_output": 593,
                  "consume_entered": 593,
                  "native_completed": 592,
                  "inference_frame_completed": 592
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 60.8,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313727477980784,
                "counts": {
                  "decoded": 1777,
                  "selected": 593,
                  "preprocess": 593,
                  "sampling_drop": 1184,
                  "infer": 593,
                  "native": 592,
                  "result": 592,
                  "publisher_submit": 592
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313727439667118,
                  "selected": 1313727401552671,
                  "preprocess": 1313727402670514,
                  "sampling_drop": 1313727439692810,
                  "infer": 1313727458317592,
                  "native": 1313727375971372,
                  "result": 1313727385670892,
                  "publisher_submit": 1313727386155600
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1776,
                    60493514339
                  ],
                  "preprocess": [
                    1776,
                    60493514339
                  ],
                  "infer": [
                    1776,
                    60493514339
                  ],
                  "native": [
                    1773,
                    60393514339
                  ],
                  "result": [
                    1773,
                    60393514339
                  ],
                  "publisher_submit": [
                    1773,
                    60393514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 94,
                    "mean_ms": 5.229104425531914,
                    "p95_ms": 16.61558,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 94,
                    "mean_ms": 0.038729393617021275,
                    "p95_ms": 0.062799,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 94,
                    "mean_ms": 0.02990204255319149,
                    "p95_ms": 0.049313,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 94,
                    "mean_ms": 4.6088510744680855,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 94,
                    "mean_ms": 3.808770936170213,
                    "p95_ms": 9.106503,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 94,
                    "mean_ms": 37.34375791489362,
                    "p95_ms": 62.833157,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 93,
                    "mean_ms": 31.704598516129032,
                    "p95_ms": 51.593691,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 93,
                    "mean_ms": 12.476560333333333,
                    "p95_ms": 26.268052,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 93,
                    "mean_ms": 0.8203177419354839,
                    "p95_ms": 1.127852,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 592
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 593,
            "per_task_buffers": {
              "det": 593
            },
            "latest": {
              "fn": 1776,
              "det": 10,
              "persons": 8,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313727.531161792,
            "entries": 593,
            "length": 100,
            "last": "1789461006759-0",
            "pttl": 9942,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1776,
              "ptsNs": 60493514339,
              "ingestTimeWallMs": 1789461006653,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045489316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478734549,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9280183911323547,
                  "bbox": [
                    0.426788330078125,
                    0.279052734375,
                    0.477020263671875,
                    0.405517578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9132132530212402,
                  "bbox": [
                    0.63623046875,
                    0.31414794921875,
                    0.67236328125,
                    0.44415283203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9132132530212402,
                  "bbox": [
                    0.074462890625,
                    0.4525146484375,
                    0.1317138671875,
                    0.6285400390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9071478247642517,
                  "bbox": [
                    0.306121826171875,
                    0.3057861328125,
                    0.338897705078125,
                    0.4412841796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9066531658172607,
                  "bbox": [
                    0.2450103759765625,
                    0.3365478515625,
                    0.2779388427734375,
                    0.4676513671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8998278379440308,
                  "bbox": [
                    0.782501220703125,
                    0.36102294921875,
                    0.828826904296875,
                    0.51788330078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8780007362365723,
                  "bbox": [
                    0.6833724975585938,
                    0.2242431640625,
                    0.7121353149414062,
                    0.3338623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5680564045906067,
                  "bbox": [
                    0.5564956665039062,
                    0.31890869140625,
                    0.5870590209960938,
                    0.48236083984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1927,
          "sent_status": 80,
          "sent_frames": 1847,
          "replaced": 4,
          "queued": 1,
          "queuedBytes": 2693,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 100,
                  "queued_frame": 100,
                  "sent_frame": 100,
                  "queued_heartbeat": 2,
                  "sent_status": 2,
                  "timeline_evicted": 50
                },
                "timings": {
                  "frame_queue": {
                    "count": 100,
                    "mean_ms": 6.057216974440962,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 100,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 100,
                    "mean_ms": 10.701884710000002,
                    "max_ms": 67.028965,
                    "recent_samples": 100,
                    "recent_p95_ms": 31.3333
                  },
                  "frame_write_cpu": {
                    "count": 100,
                    "mean_ms": 1.0025431499999997,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 100,
                    "recent_p95_ms": 1.588912
                  },
                  "frame_completion_lock": {
                    "count": 100,
                    "mean_ms": 0.12539824,
                    "max_ms": 8.007389,
                    "recent_samples": 100,
                    "recent_p95_ms": 0.03321
                  },
                  "enqueue_gap": {
                    "count": 99,
                    "mean_ms": 98.19264158585861,
                    "max_ms": 258.882813,
                    "recent_samples": 99,
                    "recent_p95_ms": 136.979086
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 7.868273532949388,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 2,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.4574175,
                    "max_ms": 9.495316,
                    "recent_samples": 2,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.9203954999999999,
                    "max_ms": 1.15197,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.0085515,
                    "max_ms": 0.009777,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 100,
                  "queued_frame": 100,
                  "sent_frame": 99,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 51
                },
                "timings": {
                  "frame_queue": {
                    "count": 99,
                    "mean_ms": 6.015644639241274,
                    "max_ms": 29.41264002583921,
                    "recent_samples": 99,
                    "recent_p95_ms": 19.015030935406685
                  },
                  "frame_write_wall": {
                    "count": 99,
                    "mean_ms": 11.61345007070707,
                    "max_ms": 31.626191,
                    "recent_samples": 99,
                    "recent_p95_ms": 26.766133
                  },
                  "frame_write_cpu": {
                    "count": 99,
                    "mean_ms": 1.1337285555555563,
                    "max_ms": 2.373748,
                    "recent_samples": 99,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 99,
                    "mean_ms": 0.04105989898989899,
                    "max_ms": 2.513738,
                    "recent_samples": 99,
                    "recent_p95_ms": 0.031722
                  },
                  "enqueue_gap": {
                    "count": 99,
                    "mean_ms": 98.41432151515156,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 99,
                    "recent_p95_ms": 164.157632
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 2.993520814925432,
                    "max_ms": 5.850982153788209,
                    "recent_samples": 3,
                    "recent_p95_ms": 5.850982153788209
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 8.363076666666666,
                    "max_ms": 13.88488,
                    "recent_samples": 3,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.6898266666666667,
                    "max_ms": 0.72897,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010365999999999998,
                    "max_ms": 0.012627,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 99,
                  "queued_frame": 99,
                  "sent_frame": 99,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 50
                },
                "timings": {
                  "frame_queue": {
                    "count": 99,
                    "mean_ms": 3.9636329888845934,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 99,
                    "recent_p95_ms": 12.311509810388088
                  },
                  "frame_write_wall": {
                    "count": 99,
                    "mean_ms": 5.5143696969696965,
                    "max_ms": 47.009828,
                    "recent_samples": 99,
                    "recent_p95_ms": 19.465893
                  },
                  "frame_write_cpu": {
                    "count": 99,
                    "mean_ms": 0.9027490606060606,
                    "max_ms": 2.33336,
                    "recent_samples": 99,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 99,
                    "mean_ms": 0.3788512525252526,
                    "max_ms": 34.841402,
                    "recent_samples": 99,
                    "recent_p95_ms": 0.027792
                  },
                  "enqueue_gap": {
                    "count": 98,
                    "mean_ms": 98.4590549591837,
                    "max_ms": 231.669516,
                    "recent_samples": 98,
                    "recent_p95_ms": 133.055071
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.134819696346919,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 3,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.6025409999999995,
                    "max_ms": 12.226796,
                    "recent_samples": 3,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.7568733333333334,
                    "max_ms": 1.10037,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010264333333333332,
                    "max_ms": 0.015555,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 3,
                  "sent_status": 3
                },
                "timings": {
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 0.10387366637587547,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.063857333333334,
                    "max_ms": 8.943643,
                    "recent_samples": 3,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.054822,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.013428999999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313728.566528445,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313728.600751894,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461007.8241751,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461007.824156,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461007.7472126,
                  "preprocess_output": 1789461007.748034,
                  "infer_output": 1789461007.7889454,
                  "consume_entered": 1789461007.794902,
                  "native_completed": 1789461007.8181806,
                  "inference_frame_completed": 1789461007.824156
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 663,
                  "preprocess_output": 663,
                  "infer_output": 663,
                  "consume_entered": 663,
                  "native_completed": 663,
                  "inference_frame_completed": 663
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 67.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313728589571624,
                "counts": {
                  "decoded": 663,
                  "selected": 663,
                  "preprocess": 663,
                  "infer": 663,
                  "native": 663,
                  "result": 663,
                  "publisher_submit": 663
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313728494511522,
                  "selected": 1313728494544676,
                  "preprocess": 1313728495388099,
                  "infer": 1313728536285996,
                  "native": 1313728565520928,
                  "result": 1313728571029799,
                  "publisher_submit": 1313728571554401
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    662,
                    66429037103
                  ],
                  "preprocess": [
                    662,
                    66429037103
                  ],
                  "infer": [
                    662,
                    66429037103
                  ],
                  "native": [
                    662,
                    66429037103
                  ],
                  "result": [
                    662,
                    66429037103
                  ],
                  "publisher_submit": [
                    662,
                    66429037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 106,
                    "mean_ms": 3.700521622641509,
                    "p95_ms": 10.841984,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 107,
                    "mean_ms": 6.479876710280374,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 107,
                    "mean_ms": 0.043183981308411216,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 107,
                    "mean_ms": 0.03320963551401869,
                    "p95_ms": 0.05676,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 106,
                    "mean_ms": 34.590037179245286,
                    "p95_ms": 47.124863,
                    "max_ms": 52.126821
                  },
                  "infer_to_native": {
                    "samples": 106,
                    "mean_ms": 30.174571971698114,
                    "p95_ms": 48.978277,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 107,
                    "mean_ms": 4.891487355140187,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 106,
                    "mean_ms": 13.580248726415094,
                    "p95_ms": 27.267971,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 106,
                    "mean_ms": 1.2385636698113207,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 663
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 663,
            "per_task_buffers": {
              "det": 663
            },
            "latest": {
              "fn": 662,
              "det": 7,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313728.600806427,
            "entries": 661,
            "length": 100,
            "last": "1789461007828-0",
            "pttl": 9932,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 662,
              "ptsNs": 66429037103,
              "ingestTimeWallMs": 1789461007746,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450067473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461007639,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9136765599250793,
                  "bbox": [
                    0.5888671875,
                    0.34503173828125,
                    0.650390625,
                    0.59490966796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8870089650154114,
                  "bbox": [
                    0.33160400390625,
                    0.48760986328125,
                    0.41009521484375,
                    0.60321044921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8860265612602234,
                  "bbox": [
                    0.5061798095703125,
                    0.370849609375,
                    0.5377655029296875,
                    0.533447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6934729218482971,
                  "bbox": [
                    0.658233642578125,
                    0.448944091796875,
                    0.690399169921875,
                    0.533477783203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.671470582485199,
                  "bbox": [
                    0.6328125,
                    0.467529296875,
                    0.669921875,
                    0.556884765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313728.717350576,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461007.9088461,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461007.9411318,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461007.9251077,
                  "preprocess_output": 1789461007.9411318,
                  "infer_output": 1789461007.8687384,
                  "consume_entered": 1789461007.8738153,
                  "native_completed": 1789461007.8940818,
                  "inference_frame_completed": 1789461007.9088259
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 628,
                  "preprocess_output": 628,
                  "infer_output": 627,
                  "consume_entered": 627,
                  "native_completed": 627,
                  "inference_frame_completed": 627
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 64.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313728694923530,
                "counts": {
                  "decoded": 627,
                  "selected": 627,
                  "preprocess": 628,
                  "infer": 627,
                  "native": 627,
                  "result": 627,
                  "publisher_submit": 627
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313728672432359,
                  "selected": 1313728672459809,
                  "preprocess": 1313728688455125,
                  "infer": 1313728615788692,
                  "native": 1313728641382195,
                  "result": 1313728655636217,
                  "publisher_submit": 1313728656206521
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    627,
                    64023652503
                  ],
                  "preprocess": [
                    627,
                    64023652503
                  ],
                  "infer": [
                    626,
                    63923652503
                  ],
                  "native": [
                    626,
                    63923652503
                  ],
                  "result": [
                    626,
                    63923652503
                  ],
                  "publisher_submit": [
                    626,
                    63923652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 108,
                    "mean_ms": 4.7519078703703705,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 107,
                    "mean_ms": 5.795849990654206,
                    "p95_ms": 17.177098,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 107,
                    "mean_ms": 0.04279809345794393,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 107,
                    "mean_ms": 0.03226508411214953,
                    "p95_ms": 0.053167,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 107,
                    "mean_ms": 4.785552495327103,
                    "p95_ms": 15.367755,
                    "max_ms": 22.983874
                  },
                  "preprocess_to_infer": {
                    "samples": 106,
                    "mean_ms": 32.8160589245283,
                    "p95_ms": 52.336117,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 106,
                    "mean_ms": 24.603541849056604,
                    "p95_ms": 47.729042,
                    "max_ms": 54.392537
                  },
                  "native_to_result": {
                    "samples": 106,
                    "mean_ms": 11.693658169811322,
                    "p95_ms": 30.048283,
                    "max_ms": 40.452858
                  },
                  "result_to_publisher_submit": {
                    "samples": 106,
                    "mean_ms": 1.0453490471698113,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 627
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 627,
            "per_task_buffers": {
              "det": 627
            },
            "latest": {
              "fn": 626,
              "det": 11,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313728.717449013,
            "entries": 625,
            "length": 100,
            "last": "1789461007916-0",
            "pttl": 9908,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 626,
              "ptsNs": 63923652503,
              "ingestTimeWallMs": 1789461007827,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283033892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436929489,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9084556102752686,
                  "bbox": [
                    0.428955078125,
                    0.3353271484375,
                    0.476318359375,
                    0.6026611328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8800774812698364,
                  "bbox": [
                    0.506195068359375,
                    0.3697509765625,
                    0.537750244140625,
                    0.5335693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8258707523345947,
                  "bbox": [
                    0.622711181640625,
                    0.5889892578125,
                    0.711273193359375,
                    0.6961669921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8085212111473083,
                  "bbox": [
                    0.615966796875,
                    0.4456787109375,
                    0.654541015625,
                    0.5509033203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7804952263832092,
                  "bbox": [
                    0.6558074951171875,
                    0.449493408203125,
                    0.6898956298828125,
                    0.531463623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5895982384681702,
                  "bbox": [
                    0.630523681640625,
                    0.4627685546875,
                    0.659515380859375,
                    0.5548095703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "15",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.31837916374206543,
                  "bbox": [
                    0.1973419189453125,
                    0.43230438232421875,
                    0.2137908935546875,
                    0.45832061767578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313728.845527786,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461007.9405363,
                "source_stage": "decoded_frame_received",
                "source_stage_at": 1789461008.0535655,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461008.0535655,
                  "preprocess_output": 1789461007.9628136,
                  "infer_output": 1789461008.014133,
                  "consume_entered": 1789461008.0325646,
                  "native_completed": 1789461008.050026,
                  "inference_frame_completed": 1789461007.9405222
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 607,
                  "preprocess_output": 606,
                  "infer_output": 606,
                  "consume_entered": 606,
                  "native_completed": 606,
                  "inference_frame_completed": 605
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 62.1,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313728803333612,
                "counts": {
                  "decoded": 1818,
                  "selected": 607,
                  "preprocess": 606,
                  "sampling_drop": 1211,
                  "infer": 606,
                  "native": 606,
                  "result": 605,
                  "publisher_submit": 605
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313728800905533,
                  "selected": 1313728800937507,
                  "preprocess": 1313728709895839,
                  "sampling_drop": 1313728768600472,
                  "infer": 1313728761430987,
                  "native": 1313728797376611,
                  "result": 1313728687449218,
                  "publisher_submit": 1313728687919978
                },
                "detail": true,
                "pending_samples": 2,
                "last_frame": {
                  "selected": [
                    1818,
                    61893514339
                  ],
                  "preprocess": [
                    1815,
                    61793514339
                  ],
                  "infer": [
                    1815,
                    61793514339
                  ],
                  "native": [
                    1815,
                    61793514339
                  ],
                  "result": [
                    1812,
                    61693514339
                  ],
                  "publisher_submit": [
                    1812,
                    61693514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 107,
                    "mean_ms": 5.17716393457944,
                    "p95_ms": 15.360582,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 107,
                    "mean_ms": 0.03813409345794393,
                    "p95_ms": 0.057782,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 107,
                    "mean_ms": 0.0293923738317757,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 107,
                    "mean_ms": 4.592968654205607,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 107,
                    "mean_ms": 3.7348325420560746,
                    "p95_ms": 7.163742,
                    "max_ms": 11.832695
                  },
                  "preprocess_to_infer": {
                    "samples": 107,
                    "mean_ms": 37.32769730841122,
                    "p95_ms": 59.554348,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 107,
                    "mean_ms": 31.064751775700934,
                    "p95_ms": 50.151326,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 106,
                    "mean_ms": 12.224003150943396,
                    "p95_ms": 22.287949,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 106,
                    "mean_ms": 0.7942759339622641,
                    "p95_ms": 1.121954,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 605
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 606,
            "per_task_buffers": {
              "det": 606
            },
            "latest": {
              "fn": 1815,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313728.845554128,
            "entries": 606,
            "length": 100,
            "last": "1789461008064-0",
            "pttl": 9940,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1815,
              "ptsNs": 61793514339,
              "ingestTimeWallMs": 1789461007955,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045606316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478735849,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9224823713302612,
                  "bbox": [
                    0.6349639892578125,
                    0.3565673828125,
                    0.6814422607421875,
                    0.5233154296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8975157737731934,
                  "bbox": [
                    0.102569580078125,
                    0.41778564453125,
                    0.151336669921875,
                    0.57244873046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8967949151992798,
                  "bbox": [
                    0.7480621337890625,
                    0.21240234375,
                    0.7861175537109375,
                    0.31884765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8918110132217407,
                  "bbox": [
                    0.12738037109375,
                    0.31195068359375,
                    0.15948486328125,
                    0.43414306640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8826303482055664,
                  "bbox": [
                    0.369903564453125,
                    0.30157470703125,
                    0.410369873046875,
                    0.46844482421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8357518315315247,
                  "bbox": [
                    0.6884918212890625,
                    0.3380126953125,
                    0.7353363037109375,
                    0.4901123046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.26340988278388977,
                  "bbox": [
                    0.6877975463867188,
                    0.33465576171875,
                    0.7155227661132812,
                    0.48321533203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 1968,
          "sent_status": 80,
          "sent_frames": 1888,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 114,
                  "queued_frame": 114,
                  "sent_frame": 114,
                  "queued_heartbeat": 2,
                  "sent_status": 2,
                  "timeline_evicted": 92
                },
                "timings": {
                  "frame_queue": {
                    "count": 114,
                    "mean_ms": 6.041015857797966,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 114,
                    "recent_p95_ms": 19.24203196540475
                  },
                  "frame_write_wall": {
                    "count": 114,
                    "mean_ms": 9.986583105263158,
                    "max_ms": 67.028965,
                    "recent_samples": 114,
                    "recent_p95_ms": 31.3333
                  },
                  "frame_write_cpu": {
                    "count": 114,
                    "mean_ms": 0.9939508596491222,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 114,
                    "recent_p95_ms": 1.5957029999999999
                  },
                  "frame_completion_lock": {
                    "count": 114,
                    "mean_ms": 0.1116647105263158,
                    "max_ms": 8.007389,
                    "recent_samples": 114,
                    "recent_p95_ms": 0.03321
                  },
                  "enqueue_gap": {
                    "count": 113,
                    "mean_ms": 98.20884747787612,
                    "max_ms": 258.882813,
                    "recent_samples": 113,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 2,
                    "mean_ms": 7.868273532949388,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 2,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 2,
                    "mean_ms": 6.4574175,
                    "max_ms": 9.495316,
                    "recent_samples": 2,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 2,
                    "mean_ms": 0.9203954999999999,
                    "max_ms": 1.15197,
                    "recent_samples": 2,
                    "recent_p95_ms": 1.15197
                  },
                  "status_completion_lock": {
                    "count": 2,
                    "mean_ms": 0.0085515,
                    "max_ms": 0.009777,
                    "recent_samples": 2,
                    "recent_p95_ms": 0.009777
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 113,
                  "queued_frame": 113,
                  "sent_frame": 113,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 92
                },
                "timings": {
                  "frame_queue": {
                    "count": 113,
                    "mean_ms": 5.948550661251081,
                    "max_ms": 29.41264002583921,
                    "recent_samples": 113,
                    "recent_p95_ms": 19.015030935406685
                  },
                  "frame_write_wall": {
                    "count": 113,
                    "mean_ms": 11.59283403539823,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 113,
                    "recent_p95_ms": 30.744640999999998
                  },
                  "frame_write_cpu": {
                    "count": 113,
                    "mean_ms": 1.1228328053097352,
                    "max_ms": 2.373748,
                    "recent_samples": 113,
                    "recent_p95_ms": 1.662269
                  },
                  "frame_completion_lock": {
                    "count": 113,
                    "mean_ms": 0.03761369026548673,
                    "max_ms": 2.513738,
                    "recent_samples": 113,
                    "recent_p95_ms": 0.031529
                  },
                  "enqueue_gap": {
                    "count": 112,
                    "mean_ms": 98.39562938392861,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 112,
                    "recent_p95_ms": 164.157632
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 2.993520814925432,
                    "max_ms": 5.850982153788209,
                    "recent_samples": 3,
                    "recent_p95_ms": 5.850982153788209
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 8.363076666666666,
                    "max_ms": 13.88488,
                    "recent_samples": 3,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.6898266666666667,
                    "max_ms": 0.72897,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010365999999999998,
                    "max_ms": 0.012627,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 113,
                  "queued_frame": 113,
                  "sent_frame": 112,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 91
                },
                "timings": {
                  "frame_queue": {
                    "count": 113,
                    "mean_ms": 3.6755165052229324,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 113,
                    "recent_p95_ms": 11.997394962236285
                  },
                  "frame_write_wall": {
                    "count": 112,
                    "mean_ms": 5.403306223214288,
                    "max_ms": 47.009828,
                    "recent_samples": 112,
                    "recent_p95_ms": 19.465893
                  },
                  "frame_write_cpu": {
                    "count": 112,
                    "mean_ms": 0.9132769375,
                    "max_ms": 2.33336,
                    "recent_samples": 112,
                    "recent_p95_ms": 1.480039
                  },
                  "frame_completion_lock": {
                    "count": 112,
                    "mean_ms": 0.3362161160714286,
                    "max_ms": 34.841402,
                    "recent_samples": 112,
                    "recent_p95_ms": 0.025366
                  },
                  "enqueue_gap": {
                    "count": 112,
                    "mean_ms": 98.42372683928572,
                    "max_ms": 231.669516,
                    "recent_samples": 112,
                    "recent_p95_ms": 132.542889
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.134819696346919,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 3,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.6025409999999995,
                    "max_ms": 12.226796,
                    "recent_samples": 3,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 0.7568733333333334,
                    "max_ms": 1.10037,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.010264333333333332,
                    "max_ms": 0.015555,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 3,
                  "sent_status": 3
                },
                "timings": {
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 0.10387366637587547,
                    "max_ms": 0.16657402738928795,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.16657402738928795
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 6.063857333333334,
                    "max_ms": 8.943643,
                    "recent_samples": 3,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.054822,
                    "max_ms": 1.3825230000000002,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.3825230000000002
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.013428999999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313729.873063694,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313729.940392989,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461009.145354,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461009.1554387,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461009.1472428,
                  "preprocess_output": 1789461009.1554387,
                  "infer_output": 1789461009.0927763,
                  "consume_entered": 1789461009.1056151,
                  "native_completed": 1789461009.1299317,
                  "inference_frame_completed": 1789461009.1453238
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 677,
                  "preprocess_output": 677,
                  "infer_output": 676,
                  "consume_entered": 676,
                  "native_completed": 676,
                  "inference_frame_completed": 676
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 68.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313729931192611,
                "counts": {
                  "decoded": 677,
                  "selected": 677,
                  "preprocess": 677,
                  "infer": 676,
                  "native": 676,
                  "result": 676,
                  "publisher_submit": 676
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313729894582022,
                  "selected": 1313729894603867,
                  "preprocess": 1313729902800036,
                  "infer": 1313729840079470,
                  "native": 1313729877129785,
                  "result": 1313729891828032,
                  "publisher_submit": 1313729892709042
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    676,
                    67829037103
                  ],
                  "preprocess": [
                    676,
                    67829037103
                  ],
                  "infer": [
                    675,
                    67729037103
                  ],
                  "native": [
                    675,
                    67729037103
                  ],
                  "result": [
                    675,
                    67729037103
                  ],
                  "publisher_submit": [
                    675,
                    67729037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 120,
                    "mean_ms": 3.6929198999999997,
                    "p95_ms": 10.841984,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 120,
                    "mean_ms": 6.547500533333333,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 120,
                    "mean_ms": 0.042342199999999997,
                    "p95_ms": 0.068709,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 120,
                    "mean_ms": 0.032583233333333336,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 119,
                    "mean_ms": 35.61063581512605,
                    "p95_ms": 49.596955,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 119,
                    "mean_ms": 30.55348825210084,
                    "p95_ms": 48.978277,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 120,
                    "mean_ms": 4.71802545,
                    "p95_ms": 11.25543,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 119,
                    "mean_ms": 13.470056966386554,
                    "p95_ms": 27.267971,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 119,
                    "mean_ms": 1.170989857142857,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 676
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 676,
            "per_task_buffers": {
              "det": 676
            },
            "latest": {
              "fn": 675,
              "det": 9,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313729.940465601,
            "entries": 674,
            "length": 100,
            "last": "1789461009156-0",
            "pttl": 9927,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 675,
              "ptsNs": 67729037103,
              "ingestTimeWallMs": 1789461009051,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450184473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461008939,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8864204287528992,
                  "bbox": [
                    0.5064239501953125,
                    0.371337890625,
                    0.5384979248046875,
                    0.533447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8698251843452454,
                  "bbox": [
                    0.5800628662109375,
                    0.3507080078125,
                    0.6211090087890625,
                    0.5736083984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8610715270042419,
                  "bbox": [
                    0.3389434814453125,
                    0.4671630859375,
                    0.3920135498046875,
                    0.6031494140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8300437331199646,
                  "bbox": [
                    0.6290740966796875,
                    0.466033935546875,
                    0.6775665283203125,
                    0.556427001953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7869504690170288,
                  "bbox": [
                    0.617095947265625,
                    0.37109375,
                    0.649505615234375,
                    0.5078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7192850708961487,
                  "bbox": [
                    0.657958984375,
                    0.4493408203125,
                    0.690673828125,
                    0.5345458984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3365490734577179,
                  "bbox": [
                    0.628387451171875,
                    0.46722412109375,
                    0.657745361328125,
                    0.55328369140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3268083333969116,
                  "bbox": [
                    0.8761520385742188,
                    0.34806060791015625,
                    0.8982620239257812,
                    0.37899017333984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "20",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.25423115491867065,
                  "bbox": [
                    0.19779205322265625,
                    0.4332733154296875,
                    0.21431732177734375,
                    0.4583282470703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313730.04854582,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461009.2691958,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461009.2691755,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461009.2303977,
                  "preprocess_output": 1789461009.2348132,
                  "infer_output": 1789461009.2065084,
                  "consume_entered": 1789461009.2129302,
                  "native_completed": 1789461009.2584386,
                  "inference_frame_completed": 1789461009.2691755
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 641,
                  "preprocess_output": 641,
                  "infer_output": 640,
                  "consume_entered": 640,
                  "native_completed": 640,
                  "inference_frame_completed": 640
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 65.5,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313730022921263,
                "counts": {
                  "decoded": 640,
                  "selected": 640,
                  "preprocess": 641,
                  "infer": 640,
                  "native": 640,
                  "result": 640,
                  "publisher_submit": 640
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313729977753393,
                  "selected": 1313729977766518,
                  "preprocess": 1313729982157224,
                  "infer": 1313729953817714,
                  "native": 1313730005721085,
                  "result": 1313730016016581,
                  "publisher_submit": 1313730016573024
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    640,
                    65323652503
                  ],
                  "preprocess": [
                    640,
                    65323652503
                  ],
                  "infer": [
                    639,
                    65223652503
                  ],
                  "native": [
                    639,
                    65223652503
                  ],
                  "result": [
                    639,
                    65223652503
                  ],
                  "publisher_submit": [
                    639,
                    65223652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 121,
                    "mean_ms": 4.600496280991736,
                    "p95_ms": 8.319761,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 120,
                    "mean_ms": 5.795334716666667,
                    "p95_ms": 15.564847,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 120,
                    "mean_ms": 0.04286760833333333,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 120,
                    "mean_ms": 0.03230081666666666,
                    "p95_ms": 0.051733,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 120,
                    "mean_ms": 5.043706258333334,
                    "p95_ms": 15.995316,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 119,
                    "mean_ms": 32.940701596638654,
                    "p95_ms": 52.336117,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 119,
                    "mean_ms": 25.29566956302521,
                    "p95_ms": 51.903371,
                    "max_ms": 64.678331
                  },
                  "native_to_result": {
                    "samples": 119,
                    "mean_ms": 12.058688386554621,
                    "p95_ms": 31.728007,
                    "max_ms": 40.452858
                  },
                  "result_to_publisher_submit": {
                    "samples": 119,
                    "mean_ms": 1.0035015294117646,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 640
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 640,
            "per_task_buffers": {
              "det": 640
            },
            "latest": {
              "fn": 639,
              "det": 10,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313730.048593953,
            "entries": 638,
            "length": 100,
            "last": "1789461009271-0",
            "pttl": 9946,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 639,
              "ptsNs": 65223652503,
              "ingestTimeWallMs": 1789461009163,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283150892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436930789,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9202179908752441,
                  "bbox": [
                    0.4351959228515625,
                    0.33544921875,
                    0.4832611083984375,
                    0.59814453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8783142566680908,
                  "bbox": [
                    0.5066757202148438,
                    0.3702392578125,
                    0.5372695922851562,
                    0.5335693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8553685545921326,
                  "bbox": [
                    0.62725830078125,
                    0.5372314453125,
                    0.71258544921875,
                    0.6903076171875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7958168387413025,
                  "bbox": [
                    0.616302490234375,
                    0.44476318359375,
                    0.655181884765625,
                    0.55181884765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.730770468711853,
                  "bbox": [
                    0.654327392578125,
                    0.44866943359375,
                    0.689422607421875,
                    0.54010009765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5403175354003906,
                  "bbox": [
                    0.6309814453125,
                    0.461517333984375,
                    0.6580810546875,
                    0.556060791015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313730.12289245,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461009.36136,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461009.3613257,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461009.3548462,
                  "preprocess_output": 1789461009.3593695,
                  "infer_output": 1789461009.3007364,
                  "consume_entered": 1789461009.3077626,
                  "native_completed": 1789461009.3357146,
                  "inference_frame_completed": 1789461009.3613257
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 620,
                  "preprocess_output": 620,
                  "infer_output": 619,
                  "consume_entered": 619,
                  "native_completed": 619,
                  "inference_frame_completed": 619
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 63.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313730109270955,
                "counts": {
                  "decoded": 1857,
                  "selected": 620,
                  "preprocess": 620,
                  "sampling_drop": 1237,
                  "infer": 619,
                  "native": 619,
                  "result": 619,
                  "publisher_submit": 619
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313730102177364,
                  "selected": 1313730102204242,
                  "preprocess": 1313730106683762,
                  "sampling_drop": 1313730069136040,
                  "infer": 1313730048022910,
                  "native": 1313730083068640,
                  "result": 1313730107173653,
                  "publisher_submit": 1313730108690215
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1857,
                    63193514339
                  ],
                  "preprocess": [
                    1857,
                    63193514339
                  ],
                  "infer": [
                    1854,
                    63093514339
                  ],
                  "native": [
                    1854,
                    63093514339
                  ],
                  "result": [
                    1854,
                    63093514339
                  ],
                  "publisher_submit": [
                    1854,
                    63093514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 121,
                    "mean_ms": 5.265916082644629,
                    "p95_ms": 15.360582,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 121,
                    "mean_ms": 0.03813690082644628,
                    "p95_ms": 0.055811,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 121,
                    "mean_ms": 0.029264239669421488,
                    "p95_ms": 0.043726,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 121,
                    "mean_ms": 4.524465272727272,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 121,
                    "mean_ms": 3.8056277107438015,
                    "p95_ms": 7.163742,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 120,
                    "mean_ms": 37.170539133333335,
                    "p95_ms": 59.554348,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 120,
                    "mean_ms": 31.618953525,
                    "p95_ms": 51.593691,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 120,
                    "mean_ms": 12.125781541666665,
                    "p95_ms": 24.105013,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 120,
                    "mean_ms": 0.7876276583333334,
                    "p95_ms": 1.121954,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 619
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 619,
            "per_task_buffers": {
              "det": 619
            },
            "latest": {
              "fn": 1854,
              "det": 10,
              "persons": 8,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313730.122968819,
            "entries": 619,
            "length": 100,
            "last": "1789461009369-0",
            "pttl": 9947,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1854,
              "ptsNs": 63093514339,
              "ingestTimeWallMs": 1789461009261,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045723316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478737149,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9207897186279297,
                  "bbox": [
                    0.582672119140625,
                    0.33056640625,
                    0.637054443359375,
                    0.46923828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9174507260322571,
                  "bbox": [
                    0.43536376953125,
                    0.351806640625,
                    0.48065185546875,
                    0.502197265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9171544313430786,
                  "bbox": [
                    0.3531494140625,
                    0.33349609375,
                    0.3968505859375,
                    0.4765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9068183302879333,
                  "bbox": [
                    0.157379150390625,
                    0.3817138671875,
                    0.195892333984375,
                    0.5264892578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.896975576877594,
                  "bbox": [
                    0.7396240234375,
                    0.374755859375,
                    0.7818603515625,
                    0.552978515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8828325867652893,
                  "bbox": [
                    0.0338897705078125,
                    0.295684814453125,
                    0.0654754638671875,
                    0.410858154296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8704871535301208,
                  "bbox": [
                    0.731109619140625,
                    0.324371337890625,
                    0.768890380859375,
                    0.414398193359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8669230937957764,
                  "bbox": [
                    0.8075408935546875,
                    0.200836181640625,
                    0.8301544189453125,
                    0.303558349609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2869678735733032,
                  "bbox": [
                    0.961578369140625,
                    0.0994873046875,
                    0.982757568359375,
                    0.1710205078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2012,
          "sent_status": 84,
          "sent_frames": 1928,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 127,
                  "queued_frame": 127,
                  "sent_frame": 127,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 134
                },
                "timings": {
                  "frame_queue": {
                    "count": 127,
                    "mean_ms": 5.746935371412184,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 127,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 127,
                    "mean_ms": 9.754898086614173,
                    "max_ms": 67.028965,
                    "recent_samples": 127,
                    "recent_p95_ms": 31.3333
                  },
                  "frame_write_cpu": {
                    "count": 127,
                    "mean_ms": 0.9857775590551175,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 127,
                    "recent_p95_ms": 1.5957029999999999
                  },
                  "frame_completion_lock": {
                    "count": 127,
                    "mean_ms": 0.10436910236220472,
                    "max_ms": 8.007389,
                    "recent_samples": 127,
                    "recent_p95_ms": 0.042508
                  },
                  "enqueue_gap": {
                    "count": 126,
                    "mean_ms": 98.56160469841272,
                    "max_ms": 258.882813,
                    "recent_samples": 126,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.636081021899979,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 3,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 5.287590000000001,
                    "max_ms": 9.495316,
                    "recent_samples": 3,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.0249966666666666,
                    "max_ms": 1.234199,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.009253666666666667,
                    "max_ms": 0.010658,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 126,
                  "queued_frame": 126,
                  "sent_frame": 126,
                  "queued_heartbeat": 4,
                  "sent_status": 4,
                  "timeline_evicted": 134
                },
                "timings": {
                  "frame_queue": {
                    "count": 126,
                    "mean_ms": 6.261208750647566,
                    "max_ms": 29.41264002583921,
                    "recent_samples": 126,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 126,
                    "mean_ms": 12.163634373015872,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 126,
                    "recent_p95_ms": 27.228096999999998
                  },
                  "frame_write_cpu": {
                    "count": 126,
                    "mean_ms": 1.1268148571428576,
                    "max_ms": 2.373748,
                    "recent_samples": 126,
                    "recent_p95_ms": 1.662269
                  },
                  "frame_completion_lock": {
                    "count": 126,
                    "mean_ms": 0.03499771428571429,
                    "max_ms": 2.513738,
                    "recent_samples": 126,
                    "recent_p95_ms": 0.029726
                  },
                  "enqueue_gap": {
                    "count": 125,
                    "mean_ms": 98.98181094400005,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 125,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 3.00491537200287,
                    "max_ms": 5.850982153788209,
                    "recent_samples": 4,
                    "recent_p95_ms": 5.850982153788209
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 6.707041,
                    "max_ms": 13.88488,
                    "recent_samples": 4,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.65897325,
                    "max_ms": 0.72897,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009441499999999999,
                    "max_ms": 0.012627,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 126,
                  "queued_frame": 126,
                  "sent_frame": 126,
                  "queued_heartbeat": 4,
                  "sent_status": 4,
                  "timeline_evicted": 134
                },
                "timings": {
                  "frame_queue": {
                    "count": 126,
                    "mean_ms": 3.7115883204110323,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 126,
                    "recent_p95_ms": 10.23442205041647
                  },
                  "frame_write_wall": {
                    "count": 126,
                    "mean_ms": 5.513699063492064,
                    "max_ms": 47.009828,
                    "recent_samples": 126,
                    "recent_p95_ms": 19.465893
                  },
                  "frame_write_cpu": {
                    "count": 126,
                    "mean_ms": 0.91482423015873,
                    "max_ms": 2.33336,
                    "recent_samples": 126,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 126,
                    "mean_ms": 0.30012463492063485,
                    "max_ms": 34.841402,
                    "recent_samples": 126,
                    "recent_p95_ms": 0.024663
                  },
                  "enqueue_gap": {
                    "count": 125,
                    "mean_ms": 98.85675594400001,
                    "max_ms": 231.669516,
                    "recent_samples": 125,
                    "recent_p95_ms": 132.542889
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.429937980603427,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 4,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.50060775,
                    "max_ms": 12.226796,
                    "recent_samples": 4,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.7228795,
                    "max_ms": 1.10037,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009804499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 4,
                  "sent_status": 4
                },
                "timings": {
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 0.14042697148397565,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.4222505000000005,
                    "max_ms": 8.943643,
                    "recent_samples": 4,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 1.14629725,
                    "max_ms": 1.420723,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.013255999999999999,
                    "max_ms": 0.017651,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313731.171497482,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313731.217163438,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461010.4210417,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461010.4561362,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461010.4550154,
                  "preprocess_output": 1789461010.4561362,
                  "infer_output": 1789461010.3895025,
                  "consume_entered": 1789461010.39156,
                  "native_completed": 1789461010.4053514,
                  "inference_frame_completed": 1789461010.4210172
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 690,
                  "preprocess_output": 690,
                  "infer_output": 689,
                  "consume_entered": 689,
                  "native_completed": 689,
                  "inference_frame_completed": 689
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 69.8,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313731208361099,
                "counts": {
                  "decoded": 690,
                  "selected": 690,
                  "preprocess": 690,
                  "infer": 689,
                  "native": 689,
                  "result": 689,
                  "publisher_submit": 689
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313731202309172,
                  "selected": 1313731202345479,
                  "preprocess": 1313731203451749,
                  "infer": 1313731136714565,
                  "native": 1313731152715421,
                  "result": 1313731167686756,
                  "publisher_submit": 1313731168405923
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    689,
                    69129037103
                  ],
                  "preprocess": [
                    689,
                    69129037103
                  ],
                  "infer": [
                    688,
                    69029037103
                  ],
                  "native": [
                    688,
                    69029037103
                  ],
                  "result": [
                    688,
                    69029037103
                  ],
                  "publisher_submit": [
                    688,
                    69029037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 133,
                    "mean_ms": 3.7056814511278198,
                    "p95_ms": 10.841984,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 133,
                    "mean_ms": 6.763843022556391,
                    "p95_ms": 17.113463,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 133,
                    "mean_ms": 0.04331706766917293,
                    "p95_ms": 0.071468,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 133,
                    "mean_ms": 0.03295782706766918,
                    "p95_ms": 0.05676,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 132,
                    "mean_ms": 35.37272678787879,
                    "p95_ms": 49.596955,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 132,
                    "mean_ms": 29.95625259848485,
                    "p95_ms": 48.978277,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 133,
                    "mean_ms": 4.709434323308271,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 132,
                    "mean_ms": 13.576158484848484,
                    "p95_ms": 27.085773,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 132,
                    "mean_ms": 1.2118103636363635,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 689
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 689,
            "per_task_buffers": {
              "det": 689
            },
            "latest": {
              "fn": 688,
              "det": 10,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313731.217217001,
            "entries": 687,
            "length": 100,
            "last": "1789461010431-0",
            "pttl": 9926,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 688,
              "ptsNs": 69029037103,
              "ingestTimeWallMs": 1789461010344,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450301473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461010239,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8936811685562134,
                  "bbox": [
                    0.5440673828125,
                    0.35430908203125,
                    0.5799560546875,
                    0.56951904296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8708171844482422,
                  "bbox": [
                    0.35064697265625,
                    0.45196533203125,
                    0.40374755859375,
                    0.59979248046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8674854636192322,
                  "bbox": [
                    0.6155548095703125,
                    0.39031982421875,
                    0.6539764404296875,
                    0.54669189453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.866245687007904,
                  "bbox": [
                    0.5063629150390625,
                    0.37030029296875,
                    0.5366058349609375,
                    0.53350830078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8615382313728333,
                  "bbox": [
                    0.8021392822265625,
                    0.3468017578125,
                    0.8492279052734375,
                    0.6014404296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8053262233734131,
                  "bbox": [
                    0.6304779052734375,
                    0.466461181640625,
                    0.6781158447265625,
                    0.555999755859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7172099947929382,
                  "bbox": [
                    0.6572265625,
                    0.44915771484375,
                    0.6904296875,
                    0.53277587890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "15",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.26530903577804565,
                  "bbox": [
                    0.19794464111328125,
                    0.43292999267578125,
                    0.21367645263671875,
                    0.45867156982421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "17",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2587003707885742,
                  "bbox": [
                    0.373931884765625,
                    0.44281005859375,
                    0.403900146484375,
                    0.57574462890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313731.276866955,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461010.4898462,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461010.4898229,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461010.4329321,
                  "preprocess_output": 1789461010.4406352,
                  "infer_output": 1789461010.467062,
                  "consume_entered": 1789461010.469796,
                  "native_completed": 1789461010.4826908,
                  "inference_frame_completed": 1789461010.4898229
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 653,
                  "preprocess_output": 653,
                  "infer_output": 653,
                  "consume_entered": 653,
                  "native_completed": 653,
                  "inference_frame_completed": 653
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 66.8,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313731267667635,
                "counts": {
                  "decoded": 652,
                  "selected": 652,
                  "preprocess": 653,
                  "infer": 653,
                  "native": 653,
                  "result": 653,
                  "publisher_submit": 653
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313731180277898,
                  "selected": 1313731180294876,
                  "preprocess": 1313731187952147,
                  "infer": 1313731214402620,
                  "native": 1313731230025475,
                  "result": 1313731236321097,
                  "publisher_submit": 1313731237203417
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    652,
                    66523652503
                  ],
                  "preprocess": [
                    652,
                    66523652503
                  ],
                  "infer": [
                    652,
                    66523652503
                  ],
                  "native": [
                    652,
                    66523652503
                  ],
                  "result": [
                    652,
                    66523652503
                  ],
                  "publisher_submit": [
                    652,
                    66523652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 134,
                    "mean_ms": 4.666989238805971,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 133,
                    "mean_ms": 5.582157270676692,
                    "p95_ms": 17.177098,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 133,
                    "mean_ms": 0.042831045112781956,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 133,
                    "mean_ms": 0.03233093233082707,
                    "p95_ms": 0.051733,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 132,
                    "mean_ms": 4.965550537878788,
                    "p95_ms": 15.995316,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 132,
                    "mean_ms": 32.35614528787879,
                    "p95_ms": 49.38292,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 132,
                    "mean_ms": 24.57255637878788,
                    "p95_ms": 51.413708,
                    "max_ms": 64.678331
                  },
                  "native_to_result": {
                    "samples": 132,
                    "mean_ms": 11.791743674242424,
                    "p95_ms": 30.048283,
                    "max_ms": 40.452858
                  },
                  "result_to_publisher_submit": {
                    "samples": 132,
                    "mean_ms": 1.0709134924242425,
                    "p95_ms": 2.378021,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 653
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 653,
            "per_task_buffers": {
              "det": 653
            },
            "latest": {
              "fn": 652,
              "det": 9,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313731.276954173,
            "entries": 651,
            "length": 100,
            "last": "1789461010502-0",
            "pttl": 9934,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 652,
              "ptsNs": 66523652503,
              "ingestTimeWallMs": 1789461010432,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283267892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436932089,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.933552086353302,
                  "bbox": [
                    0.39495849609375,
                    0.34075927734375,
                    0.45123291015625,
                    0.58892822265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9136765599250793,
                  "bbox": [
                    0.62200927734375,
                    0.5062255859375,
                    0.70318603515625,
                    0.6920166015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8862236142158508,
                  "bbox": [
                    0.5066986083984375,
                    0.37060546875,
                    0.5372467041015625,
                    0.53369140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7991290092468262,
                  "bbox": [
                    0.6164093017578125,
                    0.444610595703125,
                    0.6550750732421875,
                    0.552947998046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6713628172874451,
                  "bbox": [
                    0.649261474609375,
                    0.44903564453125,
                    0.691558837890625,
                    0.53582763671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.4150766432285309,
                  "bbox": [
                    0.6308670043945312,
                    0.45501708984375,
                    0.6591720581054688,
                    0.55767822265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313731.386440926,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461010.5597067,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461010.562706,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461010.5608265,
                  "preprocess_output": 1789461010.562706,
                  "infer_output": 1789461010.5284052,
                  "consume_entered": 1789461010.5313313,
                  "native_completed": 1789461010.54837,
                  "inference_frame_completed": 1789461010.5596492
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 632,
                  "preprocess_output": 632,
                  "infer_output": 631,
                  "consume_entered": 631,
                  "native_completed": 631,
                  "inference_frame_completed": 631
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 64.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313731338899745,
                "counts": {
                  "decoded": 1894,
                  "selected": 632,
                  "preprocess": 632,
                  "sampling_drop": 1262,
                  "infer": 631,
                  "native": 631,
                  "result": 631,
                  "publisher_submit": 631
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313731336107720,
                  "selected": 1313731308167137,
                  "preprocess": 1313731309995692,
                  "sampling_drop": 1313731336131527,
                  "infer": 1313731275672365,
                  "native": 1313731295633000,
                  "result": 1313731304274643,
                  "publisher_submit": 1313731306995474
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1893,
                    64393514339
                  ],
                  "preprocess": [
                    1893,
                    64393514339
                  ],
                  "infer": [
                    1890,
                    64293514339
                  ],
                  "native": [
                    1890,
                    64293514339
                  ],
                  "result": [
                    1890,
                    64293514339
                  ],
                  "publisher_submit": [
                    1890,
                    64293514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 133,
                    "mean_ms": 4.974341834586466,
                    "p95_ms": 15.360582,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 133,
                    "mean_ms": 0.03855857142857143,
                    "p95_ms": 0.061545,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 133,
                    "mean_ms": 0.02952393233082707,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 133,
                    "mean_ms": 4.3452600451127825,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 133,
                    "mean_ms": 3.9193334887218048,
                    "p95_ms": 9.106503,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 132,
                    "mean_ms": 36.927757863636366,
                    "p95_ms": 59.554348,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 132,
                    "mean_ms": 31.199204727272726,
                    "p95_ms": 51.593691,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 132,
                    "mean_ms": 11.802359492424243,
                    "p95_ms": 24.105013,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 132,
                    "mean_ms": 0.8094841742424242,
                    "p95_ms": 1.298495,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 631
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 631,
            "per_task_buffers": {
              "det": 631
            },
            "latest": {
              "fn": 1890,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313731.386489893,
            "entries": 632,
            "length": 100,
            "last": "1789461010645-0",
            "pttl": 9964,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1893,
              "ptsNs": 64393514339,
              "ingestTimeWallMs": 1789461010560,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045840316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478738449,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9242786765098572,
                  "bbox": [
                    0.829864501953125,
                    0.376220703125,
                    0.882049560546875,
                    0.554443359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9209320545196533,
                  "bbox": [
                    0.3053436279296875,
                    0.37493896484375,
                    0.3567657470703125,
                    0.53179931640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9174507260322571,
                  "bbox": [
                    0.8647308349609375,
                    0.20294189453125,
                    0.9008941650390625,
                    0.30633544921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9105454087257385,
                  "bbox": [
                    0.4765777587890625,
                    0.31695556640625,
                    0.5253753662109375,
                    0.45306396484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.903464674949646,
                  "bbox": [
                    0.2416534423828125,
                    0.35125732421875,
                    0.2876434326171875,
                    0.48907470703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9032942056655884,
                  "bbox": [
                    0.6580963134765625,
                    0.3076171875,
                    0.6963958740234375,
                    0.43359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.889720618724823,
                  "bbox": [
                    0.5235595703125,
                    0.370849609375,
                    0.5711669921875,
                    0.528076171875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "11",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3547683358192444,
                  "bbox": [
                    0.9717254638671875,
                    0.104888916015625,
                    0.9892120361328125,
                    0.172210693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2051,
          "sent_status": 84,
          "sent_frames": 1967,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 140,
                  "queued_frame": 140,
                  "sent_frame": 140,
                  "queued_heartbeat": 3,
                  "sent_status": 3,
                  "timeline_evicted": 173
                },
                "timings": {
                  "frame_queue": {
                    "count": 140,
                    "mean_ms": 5.76962173883138,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 140,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 140,
                    "mean_ms": 9.49671017142857,
                    "max_ms": 67.028965,
                    "recent_samples": 140,
                    "recent_p95_ms": 31.106766
                  },
                  "frame_write_cpu": {
                    "count": 140,
                    "mean_ms": 0.9843317999999996,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 140,
                    "recent_p95_ms": 1.588912
                  },
                  "frame_completion_lock": {
                    "count": 140,
                    "mean_ms": 0.09567519285714284,
                    "max_ms": 8.007389,
                    "recent_samples": 140,
                    "recent_p95_ms": 0.03321
                  },
                  "enqueue_gap": {
                    "count": 139,
                    "mean_ms": 98.52119471942449,
                    "max_ms": 258.882813,
                    "recent_samples": 139,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.636081021899979,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 3,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 5.287590000000001,
                    "max_ms": 9.495316,
                    "recent_samples": 3,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.0249966666666666,
                    "max_ms": 1.234199,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.009253666666666667,
                    "max_ms": 0.010658,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 139,
                  "queued_frame": 139,
                  "sent_frame": 139,
                  "queued_heartbeat": 4,
                  "sent_status": 4,
                  "timeline_evicted": 173
                },
                "timings": {
                  "frame_queue": {
                    "count": 139,
                    "mean_ms": 6.371905851318575,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 139,
                    "recent_p95_ms": 19.85376188531518
                  },
                  "frame_write_wall": {
                    "count": 139,
                    "mean_ms": 12.204677359712225,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 139,
                    "recent_p95_ms": 27.228096999999998
                  },
                  "frame_write_cpu": {
                    "count": 139,
                    "mean_ms": 1.1359071007194248,
                    "max_ms": 2.373748,
                    "recent_samples": 139,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 139,
                    "mean_ms": 0.032996762589928064,
                    "max_ms": 2.513738,
                    "recent_samples": 139,
                    "recent_p95_ms": 0.029726
                  },
                  "enqueue_gap": {
                    "count": 138,
                    "mean_ms": 98.58300142753625,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 138,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 3.00491537200287,
                    "max_ms": 5.850982153788209,
                    "recent_samples": 4,
                    "recent_p95_ms": 5.850982153788209
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 6.707041,
                    "max_ms": 13.88488,
                    "recent_samples": 4,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.65897325,
                    "max_ms": 0.72897,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009441499999999999,
                    "max_ms": 0.012627,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.012627
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 139,
                  "queued_frame": 139,
                  "sent_frame": 139,
                  "queued_heartbeat": 4,
                  "sent_status": 4,
                  "timeline_evicted": 173
                },
                "timings": {
                  "frame_queue": {
                    "count": 139,
                    "mean_ms": 3.6489782911866047,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 139,
                    "recent_p95_ms": 10.23442205041647
                  },
                  "frame_write_wall": {
                    "count": 139,
                    "mean_ms": 5.296175877697842,
                    "max_ms": 47.009828,
                    "recent_samples": 139,
                    "recent_p95_ms": 19.465893
                  },
                  "frame_write_cpu": {
                    "count": 139,
                    "mean_ms": 0.9121747266187049,
                    "max_ms": 2.33336,
                    "recent_samples": 139,
                    "recent_p95_ms": 1.544526
                  },
                  "frame_completion_lock": {
                    "count": 139,
                    "mean_ms": 0.27305934532374104,
                    "max_ms": 34.841402,
                    "recent_samples": 139,
                    "recent_p95_ms": 0.025366
                  },
                  "enqueue_gap": {
                    "count": 138,
                    "mean_ms": 98.82415252898551,
                    "max_ms": 231.669516,
                    "recent_samples": 138,
                    "recent_p95_ms": 132.542889
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.429937980603427,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 4,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.50060775,
                    "max_ms": 12.226796,
                    "recent_samples": 4,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.7228795,
                    "max_ms": 1.10037,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009804499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 4,
                  "sent_status": 4
                },
                "timings": {
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 0.14042697148397565,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.4222505000000005,
                    "max_ms": 8.943643,
                    "recent_samples": 4,
                    "recent_p95_ms": 8.943643
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 1.14629725,
                    "max_ms": 1.420723,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.013255999999999999,
                    "max_ms": 0.017651,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313732.4306136,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313732.484875369,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461011.7161283,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461011.7161043,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461011.6483462,
                  "preprocess_output": 1789461011.6520004,
                  "infer_output": 1789461011.6812377,
                  "consume_entered": 1789461011.6837022,
                  "native_completed": 1789461011.7034132,
                  "inference_frame_completed": 1789461011.7161043
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 702,
                  "preprocess_output": 702,
                  "infer_output": 702,
                  "consume_entered": 702,
                  "native_completed": 702,
                  "inference_frame_completed": 702
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 71.1,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313732479439835,
                "counts": {
                  "decoded": 702,
                  "selected": 702,
                  "preprocess": 702,
                  "infer": 702,
                  "native": 702,
                  "result": 702,
                  "publisher_submit": 702
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313732395656569,
                  "selected": 1313732395692026,
                  "preprocess": 1313732399298903,
                  "infer": 1313732428525932,
                  "native": 1313732450793488,
                  "result": 1313732462799872,
                  "publisher_submit": 1313732463488710
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    701,
                    70329037103
                  ],
                  "preprocess": [
                    701,
                    70329037103
                  ],
                  "infer": [
                    701,
                    70329037103
                  ],
                  "native": [
                    701,
                    70329037103
                  ],
                  "result": [
                    701,
                    70329037103
                  ],
                  "publisher_submit": [
                    701,
                    70329037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 145,
                    "mean_ms": 3.6489175862068968,
                    "p95_ms": 10.573528,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 146,
                    "mean_ms": 6.717402465753425,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 146,
                    "mean_ms": 0.043393445205479456,
                    "p95_ms": 0.071468,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 146,
                    "mean_ms": 0.032898342465753426,
                    "p95_ms": 0.05676,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 145,
                    "mean_ms": 34.94887993103448,
                    "p95_ms": 49.476457,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 145,
                    "mean_ms": 29.437148241379308,
                    "p95_ms": 47.881602,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 146,
                    "mean_ms": 4.6912983835616435,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 145,
                    "mean_ms": 13.576922,
                    "p95_ms": 27.085773,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 145,
                    "mean_ms": 1.219936855172414,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 702
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 702,
            "per_task_buffers": {
              "det": 702
            },
            "latest": {
              "fn": 701,
              "det": 10,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313732.484932125,
            "entries": 700,
            "length": 100,
            "last": "1789461011717-0",
            "pttl": 9939,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 701,
              "ptsNs": 70329037103,
              "ingestTimeWallMs": 1789461011648,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450418473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461011539,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9020932912826538,
                  "bbox": [
                    0.4959716796875,
                    0.36944580078125,
                    0.5323486328125,
                    0.53338623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8933094143867493,
                  "bbox": [
                    0.3752593994140625,
                    0.3431396484375,
                    0.4152679443359375,
                    0.5958251953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8830344080924988,
                  "bbox": [
                    0.580169677734375,
                    0.35052490234375,
                    0.621002197265625,
                    0.57867431640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8826303482055664,
                  "bbox": [
                    0.7286529541015625,
                    0.3460693359375,
                    0.7820892333984375,
                    0.6007080078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7959754467010498,
                  "bbox": [
                    0.6184844970703125,
                    0.40869140625,
                    0.6559295654296875,
                    0.55078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7479842901229858,
                  "bbox": [
                    0.630096435546875,
                    0.466552734375,
                    0.674591064453125,
                    0.555908203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6974028944969177,
                  "bbox": [
                    0.6553955078125,
                    0.449462890625,
                    0.6893310546875,
                    0.532958984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3486451506614685,
                  "bbox": [
                    0.19762420654296875,
                    0.43317413330078125,
                    0.21350860595703125,
                    0.45842742919921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313732.572026452,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461011.7762995,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461011.7762523,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461011.7279942,
                  "preprocess_output": 1789461011.7289305,
                  "infer_output": 1789461011.751408,
                  "consume_entered": 1789461011.7536595,
                  "native_completed": 1789461011.768937,
                  "inference_frame_completed": 1789461011.7762523
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 666,
                  "preprocess_output": 666,
                  "infer_output": 666,
                  "consume_entered": 666,
                  "native_completed": 666,
                  "inference_frame_completed": 666
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 68.1,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313732537784357,
                "counts": {
                  "decoded": 665,
                  "selected": 665,
                  "preprocess": 666,
                  "infer": 666,
                  "native": 666,
                  "result": 666,
                  "publisher_submit": 666
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313732475365607,
                  "selected": 1313732475376388,
                  "preprocess": 1313732476300872,
                  "infer": 1313732498682171,
                  "native": 1313732516238230,
                  "result": 1313732522632274,
                  "publisher_submit": 1313732523623383
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    665,
                    67823652503
                  ],
                  "preprocess": [
                    665,
                    67823652503
                  ],
                  "infer": [
                    665,
                    67823652503
                  ],
                  "native": [
                    665,
                    67823652503
                  ],
                  "result": [
                    665,
                    67823652503
                  ],
                  "publisher_submit": [
                    665,
                    67823652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 147,
                    "mean_ms": 4.6788660408163265,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 146,
                    "mean_ms": 5.463707178082191,
                    "p95_ms": 17.177098,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 146,
                    "mean_ms": 0.04348156164383562,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 146,
                    "mean_ms": 0.03272959589041096,
                    "p95_ms": 0.051733,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 145,
                    "mean_ms": 4.892260634482759,
                    "p95_ms": 15.367755,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 145,
                    "mean_ms": 31.7247755862069,
                    "p95_ms": 49.038219,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 145,
                    "mean_ms": 24.045489855172413,
                    "p95_ms": 47.729042,
                    "max_ms": 64.678331
                  },
                  "native_to_result": {
                    "samples": 145,
                    "mean_ms": 11.757320213793102,
                    "p95_ms": 30.048283,
                    "max_ms": 40.452858
                  },
                  "result_to_publisher_submit": {
                    "samples": 145,
                    "mean_ms": 1.0392581103448277,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 666
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 666,
            "per_task_buffers": {
              "det": 666
            },
            "latest": {
              "fn": 665,
              "det": 9,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313732.572057895,
            "entries": 664,
            "length": 100,
            "last": "1789461011777-0",
            "pttl": 9904,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 665,
              "ptsNs": 67823652503,
              "ingestTimeWallMs": 1789461011727,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283384892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436933389,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.920074462890625,
                  "bbox": [
                    0.371673583984375,
                    0.3555908203125,
                    0.433502197265625,
                    0.5858154296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8834372758865356,
                  "bbox": [
                    0.506622314453125,
                    0.37054443359375,
                    0.537322998046875,
                    0.53326416015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.867260754108429,
                  "bbox": [
                    0.6266632080078125,
                    0.49676513671875,
                    0.6887664794921875,
                    0.69561767578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7992857098579407,
                  "bbox": [
                    0.616912841796875,
                    0.4453125,
                    0.654571533203125,
                    0.55126953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7461389899253845,
                  "bbox": [
                    0.652313232421875,
                    0.44940185546875,
                    0.691436767578125,
                    0.53790283203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313732.687231642,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461011.831684,
                "source_stage": "infer_output",
                "source_stage_at": 1789461011.8925211,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461011.8544567,
                  "preprocess_output": 1789461011.8561985,
                  "infer_output": 1789461011.8925211,
                  "consume_entered": 1789461011.7977633,
                  "native_completed": 1789461011.822721,
                  "inference_frame_completed": 1789461011.8316574
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 645,
                  "preprocess_output": 645,
                  "infer_output": 645,
                  "consume_entered": 644,
                  "native_completed": 644,
                  "inference_frame_completed": 644
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 65.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313732647315832,
                "counts": {
                  "decoded": 1933,
                  "selected": 645,
                  "preprocess": 645,
                  "sampling_drop": 1288,
                  "infer": 645,
                  "native": 644,
                  "result": 644,
                  "publisher_submit": 644
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313732632671601,
                  "selected": 1313732601811262,
                  "preprocess": 1313732602912159,
                  "sampling_drop": 1313732632693883,
                  "infer": 1313732639855562,
                  "native": 1313732570068857,
                  "result": 1313732578389157,
                  "publisher_submit": 1313732579043492
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1932,
                    65693514339
                  ],
                  "preprocess": [
                    1932,
                    65693514339
                  ],
                  "infer": [
                    1932,
                    65693514339
                  ],
                  "native": [
                    1929,
                    65593514339
                  ],
                  "result": [
                    1929,
                    65593514339
                  ],
                  "publisher_submit": [
                    1929,
                    65593514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 146,
                    "mean_ms": 4.812824431506849,
                    "p95_ms": 13.669437,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 146,
                    "mean_ms": 0.038460561643835614,
                    "p95_ms": 0.061545,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 146,
                    "mean_ms": 0.029449623287671232,
                    "p95_ms": 0.045465,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 146,
                    "mean_ms": 4.268946767123287,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 146,
                    "mean_ms": 3.863166801369863,
                    "p95_ms": 7.60078,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 146,
                    "mean_ms": 36.47184560273973,
                    "p95_ms": 56.600602,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 145,
                    "mean_ms": 30.899717586206897,
                    "p95_ms": 50.151326,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 145,
                    "mean_ms": 11.430232,
                    "p95_ms": 22.287949,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 145,
                    "mean_ms": 0.7913552689655173,
                    "p95_ms": 1.130161,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 644
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 644,
            "per_task_buffers": {
              "det": 644
            },
            "latest": {
              "fn": 1929,
              "det": 8,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313732.687288477,
            "entries": 645,
            "length": 100,
            "last": "1789461011935-0",
            "pttl": 9957,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1932,
              "ptsNs": 65693514339,
              "ingestTimeWallMs": 1789461011854,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4045957316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478739749,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9174507260322571,
                  "bbox": [
                    0.3293914794921875,
                    0.413330078125,
                    0.3874053955078125,
                    0.573974609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9167081117630005,
                  "bbox": [
                    0.382537841796875,
                    0.3057861328125,
                    0.423126220703125,
                    0.4378662109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9091032147407532,
                  "bbox": [
                    0.62017822265625,
                    0.3902587890625,
                    0.66107177734375,
                    0.5599365234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8834372758865356,
                  "bbox": [
                    0.5668792724609375,
                    0.3096923828125,
                    0.6137847900390625,
                    0.4437255859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8830344080924988,
                  "bbox": [
                    0.3207855224609375,
                    0.32830810546875,
                    0.3569488525390625,
                    0.45635986328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8789390921592712,
                  "bbox": [
                    0.8455963134765625,
                    0.347412109375,
                    0.8741302490234375,
                    0.515380859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8670357465744019,
                  "bbox": [
                    0.8956375122070312,
                    0.215972900390625,
                    0.9266281127929688,
                    0.321624755859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2090,
          "sent_status": 86,
          "sent_frames": 2004,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 153,
                  "queued_frame": 153,
                  "sent_frame": 152,
                  "queued_heartbeat": 4,
                  "sent_status": 3,
                  "timeline_evicted": 212
                },
                "timings": {
                  "frame_queue": {
                    "count": 153,
                    "mean_ms": 5.60862261473256,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 153,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 152,
                    "mean_ms": 9.194936736842104,
                    "max_ms": 67.028965,
                    "recent_samples": 152,
                    "recent_p95_ms": 31.106766
                  },
                  "frame_write_cpu": {
                    "count": 152,
                    "mean_ms": 0.9810161710526313,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 152,
                    "recent_p95_ms": 1.588912
                  },
                  "frame_completion_lock": {
                    "count": 152,
                    "mean_ms": 0.0892250131578947,
                    "max_ms": 8.007389,
                    "recent_samples": 152,
                    "recent_p95_ms": 0.03321
                  },
                  "enqueue_gap": {
                    "count": 152,
                    "mean_ms": 98.61532028947373,
                    "max_ms": 258.882813,
                    "recent_samples": 152,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.636081021899979,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 3,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 5.287590000000001,
                    "max_ms": 9.495316,
                    "recent_samples": 3,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.0249966666666666,
                    "max_ms": 1.234199,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.009253666666666667,
                    "max_ms": 0.010658,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 152,
                  "queued_frame": 152,
                  "sent_frame": 152,
                  "queued_heartbeat": 5,
                  "sent_status": 5,
                  "timeline_evicted": 215
                },
                "timings": {
                  "frame_queue": {
                    "count": 152,
                    "mean_ms": 6.299447125792013,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 152,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 152,
                    "mean_ms": 12.127293519736835,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 152,
                    "recent_p95_ms": 27.156947000000002
                  },
                  "frame_write_cpu": {
                    "count": 152,
                    "mean_ms": 1.124776118421053,
                    "max_ms": 2.373748,
                    "recent_samples": 152,
                    "recent_p95_ms": 1.662269
                  },
                  "frame_completion_lock": {
                    "count": 152,
                    "mean_ms": 0.031243381578947377,
                    "max_ms": 2.513738,
                    "recent_samples": 152,
                    "recent_p95_ms": 0.028436
                  },
                  "enqueue_gap": {
                    "count": 151,
                    "mean_ms": 98.7551680331126,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 151,
                    "recent_p95_ms": 160.276688
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 4.47635930031538,
                    "max_ms": 10.362135013565421,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.362135013565421
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 5.6326566,
                    "max_ms": 13.88488,
                    "recent_samples": 5,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.6614973999999999,
                    "max_ms": 0.72897,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.010443599999999999,
                    "max_ms": 0.014452,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.014452
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 152,
                  "queued_frame": 152,
                  "sent_frame": 151,
                  "queued_heartbeat": 5,
                  "sent_status": 4,
                  "timeline_evicted": 212
                },
                "timings": {
                  "frame_queue": {
                    "count": 152,
                    "mean_ms": 3.441809771557976,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 152,
                    "recent_p95_ms": 8.996299002319574
                  },
                  "frame_write_wall": {
                    "count": 151,
                    "mean_ms": 5.148967602649008,
                    "max_ms": 47.009828,
                    "recent_samples": 151,
                    "recent_p95_ms": 16.163141
                  },
                  "frame_write_cpu": {
                    "count": 151,
                    "mean_ms": 0.9171028079470197,
                    "max_ms": 2.33336,
                    "recent_samples": 151,
                    "recent_p95_ms": 1.538064
                  },
                  "frame_completion_lock": {
                    "count": 151,
                    "mean_ms": 0.25237625827814564,
                    "max_ms": 34.841402,
                    "recent_samples": 151,
                    "recent_p95_ms": 0.024829
                  },
                  "enqueue_gap": {
                    "count": 151,
                    "mean_ms": 98.80944865562914,
                    "max_ms": 231.669516,
                    "recent_samples": 151,
                    "recent_p95_ms": 125.848085
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.429937980603427,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 4,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.50060775,
                    "max_ms": 12.226796,
                    "recent_samples": 4,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.7228795,
                    "max_ms": 1.10037,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009804499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 5,
                  "sent_status": 5
                },
                "timings": {
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 0.13908720575273037,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 6.512374400000001,
                    "max_ms": 10.872869999999999,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.872869999999999
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 1.0666582,
                    "max_ms": 1.420723,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.012451599999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313733.728529714,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313733.856648949,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461013.0074458,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461013.0514522,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461013.046679,
                  "preprocess_output": 1789461013.0514522,
                  "infer_output": 1789461012.9702184,
                  "consume_entered": 1789461012.972768,
                  "native_completed": 1789461012.9867625,
                  "inference_frame_completed": 1789461013.007406
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 716,
                  "preprocess_output": 716,
                  "infer_output": 715,
                  "consume_entered": 715,
                  "native_completed": 715,
                  "inference_frame_completed": 715
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 72.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313733814781598,
                "counts": {
                  "decoded": 716,
                  "selected": 716,
                  "preprocess": 716,
                  "infer": 715,
                  "native": 715,
                  "result": 715,
                  "publisher_submit": 715
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313733794021126,
                  "selected": 1313733794044210,
                  "preprocess": 1313733798821985,
                  "infer": 1313733717467480,
                  "native": 1313733734029913,
                  "result": 1313733754088636,
                  "publisher_submit": 1313733754768621
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    715,
                    71729037103
                  ],
                  "preprocess": [
                    715,
                    71729037103
                  ],
                  "infer": [
                    714,
                    71629037103
                  ],
                  "native": [
                    714,
                    71629037103
                  ],
                  "result": [
                    714,
                    71629037103
                  ],
                  "publisher_submit": [
                    714,
                    71629037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 159,
                    "mean_ms": 3.4870339748427672,
                    "p95_ms": 10.573528,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 159,
                    "mean_ms": 6.494949075471698,
                    "p95_ms": 17.032505,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 159,
                    "mean_ms": 0.04276432075471698,
                    "p95_ms": 0.071468,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 159,
                    "mean_ms": 0.03248177358490566,
                    "p95_ms": 0.05676,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 158,
                    "mean_ms": 34.80323222151899,
                    "p95_ms": 49.476457,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 158,
                    "mean_ms": 28.95526598734177,
                    "p95_ms": 48.978277,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 159,
                    "mean_ms": 4.572371094339622,
                    "p95_ms": 12.022495,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 158,
                    "mean_ms": 13.460990892405063,
                    "p95_ms": 27.267971,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 158,
                    "mean_ms": 1.1735455632911391,
                    "p95_ms": 2.385044,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 715
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 715,
            "per_task_buffers": {
              "det": 715
            },
            "latest": {
              "fn": 714,
              "det": 8,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313733.856706671,
            "entries": 713,
            "length": 100,
            "last": "1789461013015-0",
            "pttl": 9996,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 714,
              "ptsNs": 71629037103,
              "ingestTimeWallMs": 1789461012942,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450535473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461012839,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9446893334388733,
                  "bbox": [
                    0.4163818359375,
                    0.3409423828125,
                    0.4825439453125,
                    0.6033935546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9044819474220276,
                  "bbox": [
                    0.6886749267578125,
                    0.35284423828125,
                    0.7429656982421875,
                    0.58709716796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9017477631568909,
                  "bbox": [
                    0.4936676025390625,
                    0.36981201171875,
                    0.5287933349609375,
                    0.53350830078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8912444114685059,
                  "bbox": [
                    0.64202880859375,
                    0.347900390625,
                    0.69097900390625,
                    0.596923828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8045595288276672,
                  "bbox": [
                    0.6153411865234375,
                    0.414306640625,
                    0.6512603759765625,
                    0.551025390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.31647488474845886,
                  "bbox": [
                    0.6304473876953125,
                    0.481231689453125,
                    0.6566619873046875,
                    0.555877685546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313733.901404024,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461013.0918503,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461013.142382,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461013.1391425,
                  "preprocess_output": 1789461013.142382,
                  "infer_output": 1789461013.0562274,
                  "consume_entered": 1789461013.0621421,
                  "native_completed": 1789461013.0796866,
                  "inference_frame_completed": 1789461013.0918236
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 680,
                  "preprocess_output": 680,
                  "infer_output": 679,
                  "consume_entered": 679,
                  "native_completed": 679,
                  "inference_frame_completed": 679
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 69.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313733893796679,
                "counts": {
                  "decoded": 679,
                  "selected": 679,
                  "preprocess": 680,
                  "infer": 679,
                  "native": 679,
                  "result": 679,
                  "publisher_submit": 679
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313733886503675,
                  "selected": 1313733886520635,
                  "preprocess": 1313733889739951,
                  "infer": 1313733803568668,
                  "native": 1313733827020636,
                  "result": 1313733838347683,
                  "publisher_submit": 1313733839213713
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    679,
                    69223652503
                  ],
                  "preprocess": [
                    679,
                    69223652503
                  ],
                  "infer": [
                    678,
                    69123652503
                  ],
                  "native": [
                    678,
                    69123652503
                  ],
                  "result": [
                    678,
                    69123652503
                  ],
                  "publisher_submit": [
                    678,
                    69123652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 160,
                    "mean_ms": 4.626968625,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 159,
                    "mean_ms": 5.252301188679246,
                    "p95_ms": 17.177098,
                    "max_ms": 35.18862
                  },
                  "tracking": {
                    "samples": 159,
                    "mean_ms": 0.043994698113207546,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 159,
                    "mean_ms": 0.03322193081761006,
                    "p95_ms": 0.054712,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 159,
                    "mean_ms": 4.8654553899371065,
                    "p95_ms": 15.367755,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 158,
                    "mean_ms": 31.530260772151898,
                    "p95_ms": 49.38292,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 158,
                    "mean_ms": 23.912746911392407,
                    "p95_ms": 47.729042,
                    "max_ms": 64.678331
                  },
                  "native_to_result": {
                    "samples": 158,
                    "mean_ms": 11.546107386075949,
                    "p95_ms": 30.048283,
                    "max_ms": 40.452858
                  },
                  "result_to_publisher_submit": {
                    "samples": 158,
                    "mean_ms": 1.0206314050632912,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 679
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 679,
            "per_task_buffers": {
              "det": 679
            },
            "latest": {
              "fn": 678,
              "det": 8,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313733.901461202,
            "entries": 677,
            "length": 100,
            "last": "1789461013115-0",
            "pttl": 9920,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 678,
              "ptsNs": 69123652503,
              "ingestTimeWallMs": 1789461013023,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283501892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436934689,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9153559803962708,
                  "bbox": [
                    0.590301513671875,
                    0.3341064453125,
                    0.671417236328125,
                    0.7010498046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8785228729248047,
                  "bbox": [
                    0.5063705444335938,
                    0.37091064453125,
                    0.5375747680664062,
                    0.53338623046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8693822622299194,
                  "bbox": [
                    0.33111572265625,
                    0.490570068359375,
                    0.41497802734375,
                    0.599273681640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5001907348632812,
                  "bbox": [
                    0.661773681640625,
                    0.4481201171875,
                    0.689788818359375,
                    0.5338134765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "15",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2514638304710388,
                  "bbox": [
                    0.3310089111328125,
                    0.489593505859375,
                    0.3755340576171875,
                    0.588531494140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313733.986060466,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461013.1371996,
                "source_stage": "consume_entered",
                "source_stage_at": 1789461013.2078788,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461013.1547592,
                  "preprocess_output": 1789461013.1563973,
                  "infer_output": 1789461013.202941,
                  "consume_entered": 1789461013.2078788,
                  "native_completed": 1789461013.1199265,
                  "inference_frame_completed": 1789461013.1371884
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 658,
                  "preprocess_output": 658,
                  "infer_output": 658,
                  "consume_entered": 658,
                  "native_completed": 657,
                  "inference_frame_completed": 657
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 67.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313733962852992,
                "counts": {
                  "decoded": 1972,
                  "selected": 658,
                  "preprocess": 658,
                  "sampling_drop": 1314,
                  "infer": 658,
                  "native": 657,
                  "result": 657,
                  "publisher_submit": 657
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313733933955937,
                  "selected": 1313733902101552,
                  "preprocess": 1313733903598185,
                  "sampling_drop": 1313733933985531,
                  "infer": 1313733950207505,
                  "native": 1313733867268088,
                  "result": 1313733884099926,
                  "publisher_submit": 1313733884593694
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    1971,
                    66993514339
                  ],
                  "preprocess": [
                    1971,
                    66993514339
                  ],
                  "infer": [
                    1971,
                    66993514339
                  ],
                  "native": [
                    1968,
                    66893514339
                  ],
                  "result": [
                    1968,
                    66893514339
                  ],
                  "publisher_submit": [
                    1968,
                    66893514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 159,
                    "mean_ms": 4.750259194968553,
                    "p95_ms": 13.669437,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 159,
                    "mean_ms": 0.03819845283018868,
                    "p95_ms": 0.061545,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 159,
                    "mean_ms": 0.02920833962264151,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 159,
                    "mean_ms": 4.22884779245283,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 159,
                    "mean_ms": 3.819795176100629,
                    "p95_ms": 7.60078,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 159,
                    "mean_ms": 36.421686402515725,
                    "p95_ms": 56.600602,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 158,
                    "mean_ms": 30.50118174050633,
                    "p95_ms": 50.151326,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 158,
                    "mean_ms": 11.292812139240507,
                    "p95_ms": 22.287949,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 158,
                    "mean_ms": 0.781122082278481,
                    "p95_ms": 1.131007,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 657
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 657,
            "per_task_buffers": {
              "det": 657
            },
            "latest": {
              "fn": 1968,
              "det": 8,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313733.986091514,
            "entries": 657,
            "length": 100,
            "last": "1789461013138-0",
            "pttl": 9983,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 1971,
              "ptsNs": 66993514339,
              "ingestTimeWallMs": 1789461013154,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046074316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478741049,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9184802770614624,
                  "bbox": [
                    0.4352264404296875,
                    0.44281005859375,
                    0.4925079345703125,
                    0.61480712890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9159594178199768,
                  "bbox": [
                    0.7140045166015625,
                    0.423583984375,
                    0.7645111083984375,
                    0.594970703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9084556102752686,
                  "bbox": [
                    0.32135009765625,
                    0.29498291015625,
                    0.36224365234375,
                    0.42425537109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9044819474220276,
                  "bbox": [
                    0.7911529541015625,
                    0.34515380859375,
                    0.8299407958984375,
                    0.51519775390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8902942538261414,
                  "bbox": [
                    0.3986053466796875,
                    0.3033447265625,
                    0.4300079345703125,
                    0.4354248046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8895288109779358,
                  "bbox": [
                    0.873291015625,
                    0.232879638671875,
                    0.906982421875,
                    0.346710205078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8341368436813354,
                  "bbox": [
                    0.4403839111328125,
                    0.34564208984375,
                    0.4702606201171875,
                    0.45465087890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2129,
          "sent_status": 86,
          "sent_frames": 2043,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 166,
                  "queued_frame": 166,
                  "sent_frame": 166,
                  "queued_heartbeat": 4,
                  "sent_status": 3,
                  "timeline_evicted": 252
                },
                "timings": {
                  "frame_queue": {
                    "count": 166,
                    "mean_ms": 5.659890011884272,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 166,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 166,
                    "mean_ms": 9.103442174698793,
                    "max_ms": 67.028965,
                    "recent_samples": 166,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 166,
                    "mean_ms": 0.980629819277108,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 166,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 166,
                    "mean_ms": 0.08279399999999996,
                    "max_ms": 8.007389,
                    "recent_samples": 166,
                    "recent_p95_ms": 0.032490000000000005
                  },
                  "enqueue_gap": {
                    "count": 165,
                    "mean_ms": 98.67128198181821,
                    "max_ms": 258.882813,
                    "recent_samples": 165,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.636081021899979,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 3,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 5.287590000000001,
                    "max_ms": 9.495316,
                    "recent_samples": 3,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.0249966666666666,
                    "max_ms": 1.234199,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.009253666666666667,
                    "max_ms": 0.010658,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 164,
                  "queued_frame": 164,
                  "sent_frame": 164,
                  "queued_heartbeat": 5,
                  "sent_status": 5,
                  "timeline_evicted": 251
                },
                "timings": {
                  "frame_queue": {
                    "count": 164,
                    "mean_ms": 6.193322312688773,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 164,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 164,
                    "mean_ms": 11.84286085365853,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 164,
                    "recent_p95_ms": 26.766133
                  },
                  "frame_write_cpu": {
                    "count": 164,
                    "mean_ms": 1.1289133963414635,
                    "max_ms": 2.373748,
                    "recent_samples": 164,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 164,
                    "mean_ms": 0.02995022560975611,
                    "max_ms": 2.513738,
                    "recent_samples": 164,
                    "recent_p95_ms": 0.027399
                  },
                  "enqueue_gap": {
                    "count": 163,
                    "mean_ms": 98.81397441717795,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 163,
                    "recent_p95_ms": 160.276688
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 4.47635930031538,
                    "max_ms": 10.362135013565421,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.362135013565421
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 5.6326566,
                    "max_ms": 13.88488,
                    "recent_samples": 5,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.6614973999999999,
                    "max_ms": 0.72897,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.010443599999999999,
                    "max_ms": 0.014452,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.014452
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 165,
                  "queued_frame": 165,
                  "sent_frame": 164,
                  "queued_heartbeat": 5,
                  "sent_status": 4,
                  "timeline_evicted": 251
                },
                "timings": {
                  "frame_queue": {
                    "count": 165,
                    "mean_ms": 3.3220132615304356,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 165,
                    "recent_p95_ms": 8.907278068363667
                  },
                  "frame_write_wall": {
                    "count": 164,
                    "mean_ms": 4.989851219512197,
                    "max_ms": 47.009828,
                    "recent_samples": 164,
                    "recent_p95_ms": 15.622679999999999
                  },
                  "frame_write_cpu": {
                    "count": 164,
                    "mean_ms": 0.9053818902439025,
                    "max_ms": 2.33336,
                    "recent_samples": 164,
                    "recent_p95_ms": 1.519988
                  },
                  "frame_completion_lock": {
                    "count": 164,
                    "mean_ms": 0.23315684146341462,
                    "max_ms": 34.841402,
                    "recent_samples": 164,
                    "recent_p95_ms": 0.024663
                  },
                  "enqueue_gap": {
                    "count": 164,
                    "mean_ms": 98.88109435365854,
                    "max_ms": 231.669516,
                    "recent_samples": 164,
                    "recent_p95_ms": 125.848085
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.429937980603427,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 4,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.50060775,
                    "max_ms": 12.226796,
                    "recent_samples": 4,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.7228795,
                    "max_ms": 1.10037,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009804499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 5,
                  "sent_status": 5
                },
                "timings": {
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 0.13908720575273037,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 6.512374400000001,
                    "max_ms": 10.872869999999999,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.872869999999999
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 1.0666582,
                    "max_ms": 1.420723,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.012451599999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313735.028865705,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313735.117457668,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461014.319295,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461014.3192801,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461014.2504973,
                  "preprocess_output": 1789461014.2557302,
                  "infer_output": 1789461014.2887244,
                  "consume_entered": 1789461014.2906368,
                  "native_completed": 1789461014.3085191,
                  "inference_frame_completed": 1789461014.3192801
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 728,
                  "preprocess_output": 728,
                  "infer_output": 728,
                  "consume_entered": 728,
                  "native_completed": 728,
                  "inference_frame_completed": 728
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 73.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313735092982524,
                "counts": {
                  "decoded": 728,
                  "selected": 728,
                  "preprocess": 728,
                  "infer": 728,
                  "native": 728,
                  "result": 728,
                  "publisher_submit": 728
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313734997838081,
                  "selected": 1313734997861790,
                  "preprocess": 1313735003090316,
                  "infer": 1313735036074361,
                  "native": 1313735055884335,
                  "result": 1313735066159208,
                  "publisher_submit": 1313735066681497
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    727,
                    72929037103
                  ],
                  "preprocess": [
                    727,
                    72929037103
                  ],
                  "infer": [
                    727,
                    72929037103
                  ],
                  "native": [
                    727,
                    72929037103
                  ],
                  "result": [
                    727,
                    72929037103
                  ],
                  "publisher_submit": [
                    727,
                    72929037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 171,
                    "mean_ms": 3.4862688187134503,
                    "p95_ms": 10.292187,
                    "max_ms": 20.592489
                  },
                  "queue": {
                    "samples": 172,
                    "mean_ms": 6.411604877906977,
                    "p95_ms": 16.106398,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 172,
                    "mean_ms": 0.04275416860465116,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 172,
                    "mean_ms": 0.032573319767441856,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 171,
                    "mean_ms": 34.9743250994152,
                    "p95_ms": 49.596955,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 171,
                    "mean_ms": 29.232047251461985,
                    "p95_ms": 48.978277,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 172,
                    "mean_ms": 4.482206098837209,
                    "p95_ms": 11.25543,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 171,
                    "mean_ms": 13.210183479532164,
                    "p95_ms": 27.085773,
                    "max_ms": 38.24847
                  },
                  "result_to_publisher_submit": {
                    "samples": 171,
                    "mean_ms": 1.1324316725146197,
                    "p95_ms": 2.049725,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 728
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 728,
            "per_task_buffers": {
              "det": 728
            },
            "latest": {
              "fn": 727,
              "det": 7,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313735.117542749,
            "entries": 726,
            "length": 100,
            "last": "1789461014325-0",
            "pttl": 9912,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 727,
              "ptsNs": 72929037103,
              "ingestTimeWallMs": 1789461014250,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450652473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461014139,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.939024806022644,
                  "bbox": [
                    0.4783172607421875,
                    0.3343505859375,
                    0.5402374267578125,
                    0.6148681640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.892375111579895,
                  "bbox": [
                    0.712677001953125,
                    0.3431396484375,
                    0.760955810546875,
                    0.6158447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8850365877151489,
                  "bbox": [
                    0.6491851806640625,
                    0.3526611328125,
                    0.6906585693359375,
                    0.5740966796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8621196746826172,
                  "bbox": [
                    0.6153106689453125,
                    0.40289306640625,
                    0.6600799560546875,
                    0.55120849609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3529820144176483,
                  "bbox": [
                    0.19792938232421875,
                    0.433197021484375,
                    0.21369171142578125,
                    0.458404541015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3498658537864685,
                  "bbox": [
                    0.644317626953125,
                    0.463409423828125,
                    0.675018310546875,
                    0.568817138671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313735.208820117,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461014.4023535,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461014.4023201,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461014.3311465,
                  "preprocess_output": 1789461014.3403537,
                  "infer_output": 1789461014.369889,
                  "consume_entered": 1789461014.3741632,
                  "native_completed": 1789461014.3952303,
                  "inference_frame_completed": 1789461014.4023201
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 692,
                  "preprocess_output": 692,
                  "infer_output": 692,
                  "consume_entered": 692,
                  "native_completed": 692,
                  "inference_frame_completed": 692
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 70.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313735198228540,
                "counts": {
                  "decoded": 691,
                  "selected": 691,
                  "preprocess": 692,
                  "infer": 692,
                  "native": 692,
                  "result": 692,
                  "publisher_submit": 692
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313735078509229,
                  "selected": 1313735078522274,
                  "preprocess": 1313735087710130,
                  "infer": 1313735117228797,
                  "native": 1313735142576782,
                  "result": 1313735148924327,
                  "publisher_submit": 1313735149701846
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    691,
                    70423652503
                  ],
                  "preprocess": [
                    691,
                    70423652503
                  ],
                  "infer": [
                    691,
                    70423652503
                  ],
                  "native": [
                    691,
                    70423652503
                  ],
                  "result": [
                    691,
                    70423652503
                  ],
                  "publisher_submit": [
                    691,
                    70423652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 173,
                    "mean_ms": 4.569929913294798,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 172,
                    "mean_ms": 5.437025697674419,
                    "p95_ms": 17.869864,
                    "max_ms": 38.387777
                  },
                  "tracking": {
                    "samples": 172,
                    "mean_ms": 0.04397788372093023,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 172,
                    "mean_ms": 0.03324490697674418,
                    "p95_ms": 0.053167,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 171,
                    "mean_ms": 4.822223695906432,
                    "p95_ms": 15.149216,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 171,
                    "mean_ms": 31.703559719298248,
                    "p95_ms": 49.38292,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 171,
                    "mean_ms": 23.675062064327484,
                    "p95_ms": 46.916332,
                    "max_ms": 64.678331
                  },
                  "native_to_result": {
                    "samples": 171,
                    "mean_ms": 11.781228134502923,
                    "p95_ms": 31.728007,
                    "max_ms": 42.245197
                  },
                  "result_to_publisher_submit": {
                    "samples": 171,
                    "mean_ms": 1.007027976608187,
                    "p95_ms": 2.270667,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 692
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 692,
            "per_task_buffers": {
              "det": 692
            },
            "latest": {
              "fn": 691,
              "det": 9,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313735.208900384,
            "entries": 690,
            "length": 100,
            "last": "1789461014414-0",
            "pttl": 9912,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 691,
              "ptsNs": 70423652503,
              "ingestTimeWallMs": 1789461014330,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283618892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436935989,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9059898257255554,
                  "bbox": [
                    0.563446044921875,
                    0.3231201171875,
                    0.634796142578125,
                    0.6563720703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8830344080924988,
                  "bbox": [
                    0.5065231323242188,
                    0.370849609375,
                    0.5374221801757812,
                    0.533447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8521990180015564,
                  "bbox": [
                    0.332427978515625,
                    0.525360107421875,
                    0.405364990234375,
                    0.602569580078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7794896960258484,
                  "bbox": [
                    0.6544952392578125,
                    0.449798583984375,
                    0.6892547607421875,
                    0.531158447265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7172099947929382,
                  "bbox": [
                    0.622589111328125,
                    0.445892333984375,
                    0.654754638671875,
                    0.553131103515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "8",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5497010350227356,
                  "bbox": [
                    0.6296157836914062,
                    0.4656982421875,
                    0.6594467163085938,
                    0.5548095703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "16",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2503625154495239,
                  "bbox": [
                    0.634552001953125,
                    0.443817138671875,
                    0.654510498046875,
                    0.491241455078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313735.314035829,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461014.438637,
                "source_stage": "native_completed",
                "source_stage_at": 1789461014.5412562,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461014.4549181,
                  "preprocess_output": 1789461014.4557748,
                  "infer_output": 1789461014.5016572,
                  "consume_entered": 1789461014.506367,
                  "native_completed": 1789461014.5412562,
                  "inference_frame_completed": 1789461014.438599
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 671,
                  "preprocess_output": 671,
                  "infer_output": 671,
                  "consume_entered": 671,
                  "native_completed": 671,
                  "inference_frame_completed": 670
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 68.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313735297035935,
                "counts": {
                  "decoded": 2012,
                  "selected": 671,
                  "preprocess": 671,
                  "sampling_drop": 1341,
                  "infer": 671,
                  "native": 671,
                  "result": 670,
                  "publisher_submit": 670
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313735271661551,
                  "selected": 1313735202288465,
                  "preprocess": 1313735203141563,
                  "sampling_drop": 1313735271681361,
                  "infer": 1313735248966284,
                  "native": 1313735288560012,
                  "result": 1313735185247455,
                  "publisher_submit": 1313735185974896
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2010,
                    68293514339
                  ],
                  "preprocess": [
                    2010,
                    68293514339
                  ],
                  "infer": [
                    2010,
                    68293514339
                  ],
                  "native": [
                    2010,
                    68293514339
                  ],
                  "result": [
                    2007,
                    68193514339
                  ],
                  "publisher_submit": [
                    2007,
                    68193514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 172,
                    "mean_ms": 4.756399116279069,
                    "p95_ms": 11.712444,
                    "max_ms": 26.241619
                  },
                  "tracking": {
                    "samples": 172,
                    "mean_ms": 0.03816772093023256,
                    "p95_ms": 0.059722,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 172,
                    "mean_ms": 0.02920345348837209,
                    "p95_ms": 0.045465,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 172,
                    "mean_ms": 4.2164098895348845,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 172,
                    "mean_ms": 3.8253477209302327,
                    "p95_ms": 7.60078,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 172,
                    "mean_ms": 36.67367076744186,
                    "p95_ms": 56.600602,
                    "max_ms": 109.32641
                  },
                  "infer_to_native": {
                    "samples": 172,
                    "mean_ms": 30.43743936627907,
                    "p95_ms": 49.583257,
                    "max_ms": 79.667713
                  },
                  "native_to_result": {
                    "samples": 171,
                    "mean_ms": 11.164737385964912,
                    "p95_ms": 22.13476,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 171,
                    "mean_ms": 0.8032701286549708,
                    "p95_ms": 1.131007,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 670
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 671,
            "per_task_buffers": {
              "det": 671
            },
            "latest": {
              "fn": 2010,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313735.314091509,
            "entries": 671,
            "length": 100,
            "last": "1789461014558-0",
            "pttl": 9956,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2010,
              "ptsNs": 68293514339,
              "ingestTimeWallMs": 1789461014454,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046191316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478742349,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9223425984382629,
                  "bbox": [
                    0.8262786865234375,
                    0.3887939453125,
                    0.8729400634765625,
                    0.5653076171875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9159594178199768,
                  "bbox": [
                    0.4795989990234375,
                    0.288909912109375,
                    0.5233306884765625,
                    0.411285400390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9138304591178894,
                  "bbox": [
                    0.7840576171875,
                    0.4569091796875,
                    0.8389892578125,
                    0.6466064453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9046505093574524,
                  "bbox": [
                    0.3197174072265625,
                    0.33642578125,
                    0.3585052490234375,
                    0.46630859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8971559405326843,
                  "bbox": [
                    0.8513412475585938,
                    0.251556396484375,
                    0.8801040649414062,
                    0.372467041015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8787311315536499,
                  "bbox": [
                    0.29046630859375,
                    0.278594970703125,
                    0.32476806640625,
                    0.401092529296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8563323616981506,
                  "bbox": [
                    0.54901123046875,
                    0.4727783203125,
                    0.58770751953125,
                    0.6600341796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2167,
          "sent_status": 86,
          "sent_frames": 2081,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 178,
                  "queued_frame": 178,
                  "sent_frame": 178,
                  "queued_heartbeat": 4,
                  "sent_status": 3,
                  "timeline_evicted": 288
                },
                "timings": {
                  "frame_queue": {
                    "count": 178,
                    "mean_ms": 5.436972036089204,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 178,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 178,
                    "mean_ms": 8.830352393258424,
                    "max_ms": 67.028965,
                    "recent_samples": 178,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 178,
                    "mean_ms": 0.9761535842696624,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 178,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 178,
                    "mean_ms": 0.07800970224719099,
                    "max_ms": 8.007389,
                    "recent_samples": 178,
                    "recent_p95_ms": 0.032490000000000005
                  },
                  "enqueue_gap": {
                    "count": 177,
                    "mean_ms": 99.02839638983049,
                    "max_ms": 258.882813,
                    "recent_samples": 177,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 3,
                    "mean_ms": 5.636081021899979,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 3,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 3,
                    "mean_ms": 5.287590000000001,
                    "max_ms": 9.495316,
                    "recent_samples": 3,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 3,
                    "mean_ms": 1.0249966666666666,
                    "max_ms": 1.234199,
                    "recent_samples": 3,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 3,
                    "mean_ms": 0.009253666666666667,
                    "max_ms": 0.010658,
                    "recent_samples": 3,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 177,
                  "queued_frame": 177,
                  "sent_frame": 177,
                  "queued_heartbeat": 5,
                  "sent_status": 5,
                  "timeline_evicted": 290
                },
                "timings": {
                  "frame_queue": {
                    "count": 177,
                    "mean_ms": 6.216832278769905,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 177,
                    "recent_p95_ms": 19.85376188531518
                  },
                  "frame_write_wall": {
                    "count": 177,
                    "mean_ms": 11.771091661016944,
                    "max_ms": 31.979702999999997,
                    "recent_samples": 177,
                    "recent_p95_ms": 26.766133
                  },
                  "frame_write_cpu": {
                    "count": 177,
                    "mean_ms": 1.1280911355932206,
                    "max_ms": 2.373748,
                    "recent_samples": 177,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 177,
                    "mean_ms": 0.028594717514124308,
                    "max_ms": 2.513738,
                    "recent_samples": 177,
                    "recent_p95_ms": 0.027399
                  },
                  "enqueue_gap": {
                    "count": 176,
                    "mean_ms": 99.32581698863636,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 176,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 4.47635930031538,
                    "max_ms": 10.362135013565421,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.362135013565421
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 5.6326566,
                    "max_ms": 13.88488,
                    "recent_samples": 5,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.6614973999999999,
                    "max_ms": 0.72897,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.72897
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.010443599999999999,
                    "max_ms": 0.014452,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.014452
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 177,
                  "queued_frame": 177,
                  "sent_frame": 177,
                  "queued_heartbeat": 5,
                  "sent_status": 4,
                  "timeline_evicted": 288
                },
                "timings": {
                  "frame_queue": {
                    "count": 177,
                    "mean_ms": 3.23741260184617,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 177,
                    "recent_p95_ms": 8.996299002319574
                  },
                  "frame_write_wall": {
                    "count": 177,
                    "mean_ms": 5.09802188700565,
                    "max_ms": 47.009828,
                    "recent_samples": 177,
                    "recent_p95_ms": 16.657414999999997
                  },
                  "frame_write_cpu": {
                    "count": 177,
                    "mean_ms": 0.9144415423728814,
                    "max_ms": 2.33336,
                    "recent_samples": 177,
                    "recent_p95_ms": 1.538064
                  },
                  "frame_completion_lock": {
                    "count": 177,
                    "mean_ms": 0.2170481016949152,
                    "max_ms": 34.841402,
                    "recent_samples": 177,
                    "recent_p95_ms": 0.024829
                  },
                  "enqueue_gap": {
                    "count": 176,
                    "mean_ms": 99.08963348295457,
                    "max_ms": 231.669516,
                    "recent_samples": 176,
                    "recent_p95_ms": 125.848085
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.429937980603427,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 4,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 5.50060775,
                    "max_ms": 12.226796,
                    "recent_samples": 4,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.7228795,
                    "max_ms": 1.10037,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.009804499999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 5,
                  "sent_status": 5
                },
                "timings": {
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 0.13908720575273037,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 6.512374400000001,
                    "max_ms": 10.872869999999999,
                    "recent_samples": 5,
                    "recent_p95_ms": 10.872869999999999
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 1.0666582,
                    "max_ms": 1.420723,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.012451599999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313736.352040742,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313736.391487388,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461015.6308992,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461015.6308873,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461015.56768,
                  "preprocess_output": 1789461015.56926,
                  "infer_output": 1789461015.601372,
                  "consume_entered": 1789461015.605996,
                  "native_completed": 1789461015.6268604,
                  "inference_frame_completed": 1789461015.6308873
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 741,
                  "preprocess_output": 741,
                  "infer_output": 741,
                  "consume_entered": 741,
                  "native_completed": 741,
                  "inference_frame_completed": 741
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 75.0,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313736385183965,
                "counts": {
                  "decoded": 741,
                  "selected": 741,
                  "preprocess": 741,
                  "infer": 741,
                  "native": 741,
                  "result": 741,
                  "publisher_submit": 741
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313736315041282,
                  "selected": 1313736315056580,
                  "preprocess": 1313736316623112,
                  "infer": 1313736348585043,
                  "native": 1313736374237982,
                  "result": 1313736377811782,
                  "publisher_submit": 1313736378291041
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    740,
                    74229037103
                  ],
                  "preprocess": [
                    740,
                    74229037103
                  ],
                  "infer": [
                    740,
                    74229037103
                  ],
                  "native": [
                    740,
                    74229037103
                  ],
                  "result": [
                    740,
                    74229037103
                  ],
                  "publisher_submit": [
                    740,
                    74229037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 184,
                    "mean_ms": 3.7973784293478263,
                    "p95_ms": 10.98528,
                    "max_ms": 21.288765
                  },
                  "queue": {
                    "samples": 185,
                    "mean_ms": 6.7067982216216215,
                    "p95_ms": 17.4509,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 185,
                    "mean_ms": 0.04257558378378378,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 185,
                    "mean_ms": 0.03243859459459459,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 184,
                    "mean_ms": 35.149567445652174,
                    "p95_ms": 49.596955,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 184,
                    "mean_ms": 29.479521695652174,
                    "p95_ms": 54.41906,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 185,
                    "mean_ms": 4.501988881081081,
                    "p95_ms": 11.25543,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 184,
                    "mean_ms": 14.225213853260868,
                    "p95_ms": 27.34116,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 184,
                    "mean_ms": 1.1810913641304348,
                    "p95_ms": 2.049725,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 741
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 741,
            "per_task_buffers": {
              "det": 741
            },
            "latest": {
              "fn": 740,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313736.391554952,
            "entries": 739,
            "length": 100,
            "last": "1789461015633-0",
            "pttl": 9943,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 740,
              "ptsNs": 74229037103,
              "ingestTimeWallMs": 1789461015567,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450769473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461015439,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9167081117630005,
                  "bbox": [
                    0.7322845458984375,
                    0.335693359375,
                    0.7891998291015625,
                    0.635009765625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8762113451957703,
                  "bbox": [
                    0.59808349609375,
                    0.35552978515625,
                    0.64605712890625,
                    0.56976318359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8722385764122009,
                  "bbox": [
                    0.5193023681640625,
                    0.3380126953125,
                    0.5695648193359375,
                    0.6317138671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8414351940155029,
                  "bbox": [
                    0.49768829345703125,
                    0.37030029296875,
                    0.5277023315429688,
                    0.53448486328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7218412160873413,
                  "bbox": [
                    0.630706787109375,
                    0.46722412109375,
                    0.672027587890625,
                    0.55621337890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6852126717567444,
                  "bbox": [
                    0.6570281982421875,
                    0.44927978515625,
                    0.6896514892578125,
                    0.53265380859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "12",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.4187563359737396,
                  "bbox": [
                    0.9827194213867188,
                    0.63238525390625,
                    0.9997024536132812,
                    0.84027099609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "13",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.41750895977020264,
                  "bbox": [
                    0.19738006591796875,
                    0.4328155517578125,
                    0.21448516845703125,
                    0.4582977294921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "16",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.30177342891693115,
                  "bbox": [
                    0.6337203979492188,
                    0.399993896484375,
                    0.6533889770507812,
                    0.489654541015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "17",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2904774248600006,
                  "bbox": [
                    0.9826278686523438,
                    0.6307373046875,
                    0.9997940063476562,
                    0.9552001953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313736.529245373,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461015.5880089,
                "source_stage": "native_completed",
                "source_stage_at": 1789461015.7422364,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461015.7245066,
                  "preprocess_output": 1789461015.7363286,
                  "infer_output": 1789461015.7089844,
                  "consume_entered": 1789461015.71663,
                  "native_completed": 1789461015.7422364,
                  "inference_frame_completed": 1789461015.587987
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 706,
                  "preprocess_output": 706,
                  "infer_output": 705,
                  "consume_entered": 705,
                  "native_completed": 705,
                  "inference_frame_completed": 704
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 72.0,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313736502115730,
                "counts": {
                  "decoded": 705,
                  "selected": 705,
                  "preprocess": 706,
                  "infer": 705,
                  "native": 705,
                  "result": 705,
                  "publisher_submit": 704
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313736471874207,
                  "selected": 1313736471886164,
                  "preprocess": 1313736483659600,
                  "infer": 1313736456310377,
                  "native": 1313736489586753,
                  "result": 1313736495711609,
                  "publisher_submit": 1313736335377195
                },
                "detail": true,
                "pending_samples": 2,
                "last_frame": {
                  "selected": [
                    705,
                    71823652503
                  ],
                  "preprocess": [
                    705,
                    71823652503
                  ],
                  "infer": [
                    704,
                    71723652503
                  ],
                  "native": [
                    704,
                    71723652503
                  ],
                  "result": [
                    704,
                    71723652503
                  ],
                  "publisher_submit": [
                    703,
                    71623652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 185,
                    "mean_ms": 4.585268513513514,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 185,
                    "mean_ms": 5.526710421621622,
                    "p95_ms": 17.789809,
                    "max_ms": 38.387777
                  },
                  "tracking": {
                    "samples": 185,
                    "mean_ms": 0.04420506486486486,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 185,
                    "mean_ms": 0.0334777027027027,
                    "p95_ms": 0.053167,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 185,
                    "mean_ms": 5.283134989189189,
                    "p95_ms": 15.367755,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 184,
                    "mean_ms": 32.29790483152174,
                    "p95_ms": 49.925221,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 184,
                    "mean_ms": 25.358461010869565,
                    "p95_ms": 51.413708,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 184,
                    "mean_ms": 11.902691266304348,
                    "p95_ms": 31.205412,
                    "max_ms": 42.245197
                  },
                  "result_to_publisher_submit": {
                    "samples": 183,
                    "mean_ms": 0.9999106666666666,
                    "p95_ms": 2.270667,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 704
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 705,
            "per_task_buffers": {
              "det": 705
            },
            "latest": {
              "fn": 704,
              "det": 8,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313736.529280851,
            "entries": 704,
            "length": 100,
            "last": "1789461015787-0",
            "pttl": 9971,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 705,
              "ptsNs": 71823652503,
              "ingestTimeWallMs": 1789461015724,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283744892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436937389,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8992984294891357,
                  "bbox": [
                    0.581787109375,
                    0.3311767578125,
                    0.650634765625,
                    0.6234130859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8807970285415649,
                  "bbox": [
                    0.506134033203125,
                    0.37054443359375,
                    0.537811279296875,
                    0.53326416015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.76082843542099,
                  "bbox": [
                    0.332794189453125,
                    0.5255126953125,
                    0.404022216796875,
                    0.6014404296875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7248703241348267,
                  "bbox": [
                    0.6550750732421875,
                    0.449676513671875,
                    0.6896514892578125,
                    0.532745361328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6815148591995239,
                  "bbox": [
                    0.6328811645507812,
                    0.47296142578125,
                    0.6581344604492188,
                    0.55535888671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313736.598260973,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461015.7544825,
                "source_stage": "native_completed",
                "source_stage_at": 1789461015.8146489,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461015.7631686,
                  "preprocess_output": 1789461015.7693834,
                  "infer_output": 1789461015.79012,
                  "consume_entered": 1789461015.7914557,
                  "native_completed": 1789461015.8146489,
                  "inference_frame_completed": 1789461015.7544608
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 684,
                  "preprocess_output": 684,
                  "infer_output": 684,
                  "consume_entered": 684,
                  "native_completed": 684,
                  "inference_frame_completed": 683
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 69.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313736583743759,
                "counts": {
                  "decoded": 2051,
                  "selected": 684,
                  "preprocess": 684,
                  "sampling_drop": 1367,
                  "infer": 684,
                  "native": 684,
                  "result": 683,
                  "publisher_submit": 683
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313736571938725,
                  "selected": 1313736510539117,
                  "preprocess": 1313736516741332,
                  "sampling_drop": 1313736571968807,
                  "infer": 1313736537447620,
                  "native": 1313736561909261,
                  "result": 1313736501340920,
                  "publisher_submit": 1313736501860946
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2049,
                    69593514339
                  ],
                  "preprocess": [
                    2049,
                    69593514339
                  ],
                  "infer": [
                    2049,
                    69593514339
                  ],
                  "native": [
                    2049,
                    69593514339
                  ],
                  "result": [
                    2046,
                    69493514339
                  ],
                  "publisher_submit": [
                    2046,
                    69493514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 185,
                    "mean_ms": 5.0616084594594595,
                    "p95_ms": 15.327904,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 185,
                    "mean_ms": 0.038484448648648646,
                    "p95_ms": 0.059722,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 185,
                    "mean_ms": 0.029426567567567567,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 185,
                    "mean_ms": 4.342033972972973,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 185,
                    "mean_ms": 3.8319886432432435,
                    "p95_ms": 7.163742,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 185,
                    "mean_ms": 37.568653372972975,
                    "p95_ms": 57.921335,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 185,
                    "mean_ms": 31.43655572432432,
                    "p95_ms": 50.151326,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 184,
                    "mean_ms": 11.648357494565216,
                    "p95_ms": 22.855892,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 184,
                    "mean_ms": 0.7963324402173914,
                    "p95_ms": 1.131007,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 683
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 684,
            "per_task_buffers": {
              "det": 684
            },
            "latest": {
              "fn": 2049,
              "det": 5,
              "persons": 3,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313736.598327568,
            "entries": 684,
            "length": 100,
            "last": "1789461015842-0",
            "pttl": 9951,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2049,
              "ptsNs": 69593514339,
              "ingestTimeWallMs": 1789461015762,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046308316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478743649,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8976953029632568,
                  "bbox": [
                    0.62335205078125,
                    0.28656005859375,
                    0.66180419921875,
                    0.42193603515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8955226540565491,
                  "bbox": [
                    0.743621826171875,
                    0.414794921875,
                    0.789581298828125,
                    0.566650390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8929365277290344,
                  "bbox": [
                    0.3941192626953125,
                    0.36700439453125,
                    0.4335174560546875,
                    0.51922607421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2211,
          "sent_status": 90,
          "sent_frames": 2121,
          "replaced": 4,
          "queued": 2,
          "queuedBytes": 4607,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 192,
                  "queued_frame": 192,
                  "sent_frame": 191,
                  "queued_heartbeat": 5,
                  "sent_status": 4,
                  "timeline_evicted": 331
                },
                "timings": {
                  "frame_queue": {
                    "count": 191,
                    "mean_ms": 5.416269334891314,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 191,
                    "recent_p95_ms": 17.308522015810013
                  },
                  "frame_write_wall": {
                    "count": 191,
                    "mean_ms": 9.071922020942406,
                    "max_ms": 67.028965,
                    "recent_samples": 191,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 191,
                    "mean_ms": 0.9787985392670152,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 191,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 191,
                    "mean_ms": 0.07352753926701568,
                    "max_ms": 8.007389,
                    "recent_samples": 191,
                    "recent_p95_ms": 0.028651
                  },
                  "enqueue_gap": {
                    "count": 191,
                    "mean_ms": 98.97577936649215,
                    "max_ms": 258.882813,
                    "recent_samples": 191,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.415281757246703,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 4,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 4.51917975,
                    "max_ms": 9.495316,
                    "recent_samples": 4,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.9287412499999999,
                    "max_ms": 1.234199,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.00956725,
                    "max_ms": 0.010658,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 191,
                  "queued_frame": 191,
                  "sent_frame": 191,
                  "queued_heartbeat": 6,
                  "sent_status": 6,
                  "timeline_evicted": 335
                },
                "timings": {
                  "frame_queue": {
                    "count": 191,
                    "mean_ms": 6.0542799515347365,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 191,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 191,
                    "mean_ms": 11.677795827225129,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 191,
                    "recent_p95_ms": 27.156947000000002
                  },
                  "frame_write_cpu": {
                    "count": 191,
                    "mean_ms": 1.1141908481675395,
                    "max_ms": 2.373748,
                    "recent_samples": 191,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 191,
                    "mean_ms": 0.027298691099476465,
                    "max_ms": 2.513738,
                    "recent_samples": 191,
                    "recent_p95_ms": 0.025722
                  },
                  "enqueue_gap": {
                    "count": 190,
                    "mean_ms": 99.05640345789472,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 190,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 3.9401305839419365,
                    "max_ms": 10.362135013565421,
                    "recent_samples": 6,
                    "recent_p95_ms": 10.362135013565421
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.071383666666667,
                    "max_ms": 13.88488,
                    "recent_samples": 6,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6920998333333332,
                    "max_ms": 0.845112,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.011200833333333332,
                    "max_ms": 0.014987,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 191,
                  "queued_frame": 191,
                  "sent_frame": 190,
                  "queued_heartbeat": 6,
                  "sent_status": 5,
                  "timeline_evicted": 331
                },
                "timings": {
                  "frame_queue": {
                    "count": 190,
                    "mean_ms": 3.512899847211022,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 190,
                    "recent_p95_ms": 10.169456945732236
                  },
                  "frame_write_wall": {
                    "count": 190,
                    "mean_ms": 5.508030984210526,
                    "max_ms": 47.009828,
                    "recent_samples": 190,
                    "recent_p95_ms": 19.465893
                  },
                  "frame_write_cpu": {
                    "count": 190,
                    "mean_ms": 0.9258759736842106,
                    "max_ms": 2.33336,
                    "recent_samples": 190,
                    "recent_p95_ms": 1.519988
                  },
                  "frame_completion_lock": {
                    "count": 190,
                    "mean_ms": 0.20302582631578944,
                    "max_ms": 34.841402,
                    "recent_samples": 190,
                    "recent_p95_ms": 0.024663
                  },
                  "enqueue_gap": {
                    "count": 190,
                    "mean_ms": 99.0646056631579,
                    "max_ms": 251.223295,
                    "recent_samples": 190,
                    "recent_p95_ms": 126.981438
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 4.309971584007144,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 5,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 4.542003800000001,
                    "max_ms": 12.226796,
                    "recent_samples": 5,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.6830324,
                    "max_ms": 1.10037,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.009238399999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 6,
                  "sent_status": 6
                },
                "timings": {
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 0.14937149050335088,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 6.137063333333334,
                    "max_ms": 10.872869999999999,
                    "recent_samples": 6,
                    "recent_p95_ms": 10.872869999999999
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 1.0501401666666668,
                    "max_ms": 1.420723,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.011450999999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313737.640409329,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313737.707987868,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461016.9033701,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461016.9480298,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461016.9460473,
                  "preprocess_output": 1789461016.9480298,
                  "infer_output": 1789461016.8740864,
                  "consume_entered": 1789461016.8760483,
                  "native_completed": 1789461016.8897426,
                  "inference_frame_completed": 1789461016.90334
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 755,
                  "preprocess_output": 755,
                  "infer_output": 754,
                  "consume_entered": 754,
                  "native_completed": 754,
                  "inference_frame_completed": 754
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 76.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313737699207495,
                "counts": {
                  "decoded": 755,
                  "selected": 755,
                  "preprocess": 755,
                  "infer": 754,
                  "native": 754,
                  "result": 754,
                  "publisher_submit": 754
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313737693387609,
                  "selected": 1313737693408667,
                  "preprocess": 1313737695337658,
                  "infer": 1313737621238871,
                  "native": 1313737637108385,
                  "result": 1313737649894161,
                  "publisher_submit": 1313737650728238
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    754,
                    75629037103
                  ],
                  "preprocess": [
                    754,
                    75629037103
                  ],
                  "infer": [
                    753,
                    75529037103
                  ],
                  "native": [
                    753,
                    75529037103
                  ],
                  "result": [
                    753,
                    75529037103
                  ],
                  "publisher_submit": [
                    753,
                    75529037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 198,
                    "mean_ms": 3.647228732323232,
                    "p95_ms": 10.98528,
                    "max_ms": 21.288765
                  },
                  "queue": {
                    "samples": 198,
                    "mean_ms": 6.817846414141414,
                    "p95_ms": 17.813222,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 198,
                    "mean_ms": 0.04223968686868687,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 198,
                    "mean_ms": 0.0322555202020202,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 197,
                    "mean_ms": 35.18723005583757,
                    "p95_ms": 49.596955,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 197,
                    "mean_ms": 29.277306436548223,
                    "p95_ms": 54.41906,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 198,
                    "mean_ms": 4.4171628686868685,
                    "p95_ms": 11.25543,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 197,
                    "mean_ms": 14.155451964467005,
                    "p95_ms": 27.34116,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 197,
                    "mean_ms": 1.1440328426395938,
                    "p95_ms": 2.049725,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 754
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 754,
            "per_task_buffers": {
              "det": 754
            },
            "latest": {
              "fn": 753,
              "det": 10,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313737.708081703,
            "entries": 752,
            "length": 100,
            "last": "1789461016919-0",
            "pttl": 9921,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 753,
              "ptsNs": 75529037103,
              "ingestTimeWallMs": 1789461016845,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450886473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461016739,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9007046222686768,
                  "bbox": [
                    0.5294189453125,
                    0.33544921875,
                    0.5985107421875,
                    0.66064453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.895339846611023,
                  "bbox": [
                    0.690704345703125,
                    0.37744140625,
                    0.759490966796875,
                    0.65771484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8660192489624023,
                  "bbox": [
                    0.4962005615234375,
                    0.36981201171875,
                    0.5282135009765625,
                    0.53302001953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7945444583892822,
                  "bbox": [
                    0.62945556640625,
                    0.466094970703125,
                    0.67816162109375,
                    0.556365966796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7923036217689514,
                  "bbox": [
                    0.614471435546875,
                    0.40484619140625,
                    0.657012939453125,
                    0.54486083984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.5622366070747375,
                  "bbox": [
                    0.6568603515625,
                    0.449859619140625,
                    0.6888427734375,
                    0.535003662109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313737.790518075,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461017.0121317,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461017.0333786,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461017.0277977,
                  "preprocess_output": 1789461017.0333786,
                  "infer_output": 1789461016.9697733,
                  "consume_entered": 1789461016.9711604,
                  "native_completed": 1789461016.9840803,
                  "inference_frame_completed": 1789461017.0121038
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 719,
                  "preprocess_output": 719,
                  "infer_output": 718,
                  "consume_entered": 718,
                  "native_completed": 718,
                  "inference_frame_completed": 718
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 73.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313737783981799,
                "counts": {
                  "decoded": 718,
                  "selected": 718,
                  "preprocess": 719,
                  "infer": 718,
                  "native": 718,
                  "result": 718,
                  "publisher_submit": 718
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313737775148116,
                  "selected": 1313737775169335,
                  "preprocess": 1313737780752881,
                  "infer": 1313737717059389,
                  "native": 1313737731439874,
                  "result": 1313737758758043,
                  "publisher_submit": 1313737759485291
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    718,
                    73123652503
                  ],
                  "preprocess": [
                    718,
                    73123652503
                  ],
                  "infer": [
                    717,
                    73023652503
                  ],
                  "native": [
                    717,
                    73023652503
                  ],
                  "result": [
                    717,
                    73023652503
                  ],
                  "publisher_submit": [
                    717,
                    73023652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 199,
                    "mean_ms": 4.536283869346733,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 198,
                    "mean_ms": 5.611920343434343,
                    "p95_ms": 17.789809,
                    "max_ms": 38.387777
                  },
                  "tracking": {
                    "samples": 198,
                    "mean_ms": 0.044041560606060605,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 198,
                    "mean_ms": 0.03332369191919192,
                    "p95_ms": 0.054712,
                    "max_ms": 0.087794
                  },
                  "selected_to_preprocess": {
                    "samples": 198,
                    "mean_ms": 5.206483025252526,
                    "p95_ms": 15.367755,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 197,
                    "mean_ms": 32.26479156345178,
                    "p95_ms": 49.925221,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 197,
                    "mean_ms": 25.05136983248731,
                    "p95_ms": 51.413708,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 197,
                    "mean_ms": 11.890150746192893,
                    "p95_ms": 31.205412,
                    "max_ms": 42.245197
                  },
                  "result_to_publisher_submit": {
                    "samples": 197,
                    "mean_ms": 1.010736040609137,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 718
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 718,
            "per_task_buffers": {
              "det": 718
            },
            "latest": {
              "fn": 717,
              "det": 7,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313737.790579166,
            "entries": 716,
            "length": 100,
            "last": "1789461017027-0",
            "pttl": 9990,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 718,
              "ptsNs": 73123652503,
              "ingestTimeWallMs": 1789461017027,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283861892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436938689,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9076402187347412,
                  "bbox": [
                    0.58544921875,
                    0.3447265625,
                    0.65283203125,
                    0.603515625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8751482367515564,
                  "bbox": [
                    0.505859375,
                    0.37066650390625,
                    0.537109375,
                    0.53314208984375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7369688749313354,
                  "bbox": [
                    0.6550445556640625,
                    0.448883056640625,
                    0.6896820068359375,
                    0.533538818359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7318258881568909,
                  "bbox": [
                    0.6317672729492188,
                    0.473480224609375,
                    0.6582717895507812,
                    0.556793212890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6837363243103027,
                  "bbox": [
                    0.334442138671875,
                    0.4991455078125,
                    0.407257080078125,
                    0.6033935546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.347537100315094,
                  "bbox": [
                    0.33367156982421875,
                    0.49835205078125,
                    0.35773468017578125,
                    0.58660888671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.25091278553009033,
                  "bbox": [
                    0.3510894775390625,
                    0.52325439453125,
                    0.4067230224609375,
                    0.60272216796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313737.877219964,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461017.020848,
                "source_stage": "native_completed",
                "source_stage_at": 1789461017.1142938,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461017.053813,
                  "preprocess_output": 1789461017.0549488,
                  "infer_output": 1789461017.0877447,
                  "consume_entered": 1789461017.0942807,
                  "native_completed": 1789461017.1142938,
                  "inference_frame_completed": 1789461017.020827
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 697,
                  "preprocess_output": 697,
                  "infer_output": 697,
                  "consume_entered": 697,
                  "native_completed": 697,
                  "inference_frame_completed": 696
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 71.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313737867440061,
                "counts": {
                  "decoded": 2089,
                  "selected": 697,
                  "preprocess": 697,
                  "sampling_drop": 1392,
                  "infer": 697,
                  "native": 697,
                  "result": 696,
                  "publisher_submit": 696
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313737865467979,
                  "selected": 1313737801154771,
                  "preprocess": 1313737802301798,
                  "sampling_drop": 1313737865506424,
                  "infer": 1313737835082570,
                  "native": 1313737861654681,
                  "result": 1313737767625692,
                  "publisher_submit": 1313737768222030
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2088,
                    70893514339
                  ],
                  "preprocess": [
                    2088,
                    70893514339
                  ],
                  "infer": [
                    2088,
                    70893514339
                  ],
                  "native": [
                    2088,
                    70893514339
                  ],
                  "result": [
                    2085,
                    70793514339
                  ],
                  "publisher_submit": [
                    2085,
                    70793514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 198,
                    "mean_ms": 5.010197651515151,
                    "p95_ms": 15.360582,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 198,
                    "mean_ms": 0.03834359595959596,
                    "p95_ms": 0.059722,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 198,
                    "mean_ms": 0.029363838383838384,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 198,
                    "mean_ms": 4.211350333333333,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 198,
                    "mean_ms": 3.8132243333333333,
                    "p95_ms": 7.163742,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 198,
                    "mean_ms": 37.46095341919192,
                    "p95_ms": 57.921335,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 198,
                    "mean_ms": 31.142020277777775,
                    "p95_ms": 50.151326,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 197,
                    "mean_ms": 11.611817959390864,
                    "p95_ms": 24.105013,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 197,
                    "mean_ms": 0.7853726598984772,
                    "p95_ms": 1.131007,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 696
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 697,
            "per_task_buffers": {
              "det": 697
            },
            "latest": {
              "fn": 2088,
              "det": 7,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313737.877259207,
            "entries": 697,
            "length": 100,
            "last": "1789461017126-0",
            "pttl": 9952,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2088,
              "ptsNs": 70893514339,
              "ingestTimeWallMs": 1789461017053,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046425316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478744949,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9129031896591187,
                  "bbox": [
                    0.9345703125,
                    0.4686279296875,
                    0.9814453125,
                    0.6427001953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9107043743133545,
                  "bbox": [
                    0.475494384765625,
                    0.33349609375,
                    0.524017333984375,
                    0.4794921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9086179733276367,
                  "bbox": [
                    0.8862457275390625,
                    0.46942138671875,
                    0.9369964599609375,
                    0.65753173828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9031234383583069,
                  "bbox": [
                    0.5694732666015625,
                    0.40106201171875,
                    0.6111907958984375,
                    0.55206298828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6544531583786011,
                  "bbox": [
                    0.5333023071289062,
                    0.30712890625,
                    0.5584945678710938,
                    0.44091796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2250,
          "sent_status": 90,
          "sent_frames": 2160,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 205,
                  "queued_frame": 205,
                  "sent_frame": 205,
                  "queued_heartbeat": 5,
                  "sent_status": 4,
                  "timeline_evicted": 372
                },
                "timings": {
                  "frame_queue": {
                    "count": 205,
                    "mean_ms": 5.39226789345465,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 205,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 205,
                    "mean_ms": 8.925260097560972,
                    "max_ms": 67.028965,
                    "recent_samples": 205,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 205,
                    "mean_ms": 0.9753927219512194,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 205,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 205,
                    "mean_ms": 0.06925759512195119,
                    "max_ms": 8.007389,
                    "recent_samples": 205,
                    "recent_p95_ms": 0.026928999999999998
                  },
                  "enqueue_gap": {
                    "count": 204,
                    "mean_ms": 98.90548325490194,
                    "max_ms": 258.882813,
                    "recent_samples": 204,
                    "recent_p95_ms": 133.970811
                  },
                  "status_queue": {
                    "count": 4,
                    "mean_ms": 4.415281757246703,
                    "max_ms": 14.641571091488004,
                    "recent_samples": 4,
                    "recent_p95_ms": 14.641571091488004
                  },
                  "status_write_wall": {
                    "count": 4,
                    "mean_ms": 4.51917975,
                    "max_ms": 9.495316,
                    "recent_samples": 4,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 4,
                    "mean_ms": 0.9287412499999999,
                    "max_ms": 1.234199,
                    "recent_samples": 4,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 4,
                    "mean_ms": 0.00956725,
                    "max_ms": 0.010658,
                    "recent_samples": 4,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 204,
                  "queued_frame": 204,
                  "sent_frame": 203,
                  "queued_heartbeat": 6,
                  "sent_status": 6,
                  "timeline_evicted": 373
                },
                "timings": {
                  "frame_queue": {
                    "count": 204,
                    "mean_ms": 5.96342205558447,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 204,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 203,
                    "mean_ms": 11.63293902463054,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 203,
                    "recent_p95_ms": 28.767439999999997
                  },
                  "frame_write_cpu": {
                    "count": 203,
                    "mean_ms": 1.110523128078818,
                    "max_ms": 2.373748,
                    "recent_samples": 203,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 203,
                    "mean_ms": 0.026466251231527124,
                    "max_ms": 2.513738,
                    "recent_samples": 203,
                    "recent_p95_ms": 0.024847
                  },
                  "enqueue_gap": {
                    "count": 203,
                    "mean_ms": 99.36308129556649,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 203,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 3.9401305839419365,
                    "max_ms": 10.362135013565421,
                    "recent_samples": 6,
                    "recent_p95_ms": 10.362135013565421
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.071383666666667,
                    "max_ms": 13.88488,
                    "recent_samples": 6,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6920998333333332,
                    "max_ms": 0.845112,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.011200833333333332,
                    "max_ms": 0.014987,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 204,
                  "queued_frame": 204,
                  "sent_frame": 203,
                  "queued_heartbeat": 6,
                  "sent_status": 5,
                  "timeline_evicted": 371
                },
                "timings": {
                  "frame_queue": {
                    "count": 204,
                    "mean_ms": 3.465552447938963,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 204,
                    "recent_p95_ms": 10.169456945732236
                  },
                  "frame_write_wall": {
                    "count": 203,
                    "mean_ms": 5.365645783251231,
                    "max_ms": 47.009828,
                    "recent_samples": 203,
                    "recent_p95_ms": 17.136712
                  },
                  "frame_write_cpu": {
                    "count": 203,
                    "mean_ms": 0.9184778768472905,
                    "max_ms": 2.33336,
                    "recent_samples": 203,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 203,
                    "mean_ms": 0.19068061576354678,
                    "max_ms": 34.841402,
                    "recent_samples": 203,
                    "recent_p95_ms": 0.024382
                  },
                  "enqueue_gap": {
                    "count": 203,
                    "mean_ms": 99.13516571428572,
                    "max_ms": 251.223295,
                    "recent_samples": 203,
                    "recent_p95_ms": 126.981438
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 4.309971584007144,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 5,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 4.542003800000001,
                    "max_ms": 12.226796,
                    "recent_samples": 5,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.6830324,
                    "max_ms": 1.10037,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.009238399999999999,
                    "max_ms": 0.015555,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 6,
                  "sent_status": 6
                },
                "timings": {
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 0.14937149050335088,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 6.137063333333334,
                    "max_ms": 10.872869999999999,
                    "recent_samples": 6,
                    "recent_p95_ms": 10.872869999999999
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 1.0501401666666668,
                    "max_ms": 1.420723,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.011450999999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313738.924773177,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313738.956566823,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461018.1356544,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461018.1527793,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461018.1512632,
                  "preprocess_output": 1789461018.1527793,
                  "infer_output": 1789461018.08746,
                  "consume_entered": 1789461018.0889478,
                  "native_completed": 1789461018.1131563,
                  "inference_frame_completed": 1789461018.1356273
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 767,
                  "preprocess_output": 767,
                  "infer_output": 766,
                  "consume_entered": 766,
                  "native_completed": 766,
                  "inference_frame_completed": 766
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 77.6,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313738945691494,
                "counts": {
                  "decoded": 767,
                  "selected": 767,
                  "preprocess": 767,
                  "infer": 766,
                  "native": 766,
                  "result": 766,
                  "publisher_submit": 766
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313738898597072,
                  "selected": 1313738898621648,
                  "preprocess": 1313738900133190,
                  "infer": 1313738834778034,
                  "native": 1313738860533739,
                  "result": 1313738882442370,
                  "publisher_submit": 1313738883000542
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    766,
                    76829037103
                  ],
                  "preprocess": [
                    766,
                    76829037103
                  ],
                  "infer": [
                    765,
                    76729037103
                  ],
                  "native": [
                    765,
                    76729037103
                  ],
                  "result": [
                    765,
                    76729037103
                  ],
                  "publisher_submit": [
                    765,
                    76729037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 210,
                    "mean_ms": 3.5147999142857143,
                    "p95_ms": 10.841984,
                    "max_ms": 21.288765
                  },
                  "queue": {
                    "samples": 210,
                    "mean_ms": 6.733715995238096,
                    "p95_ms": 17.813222,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 210,
                    "mean_ms": 0.0419321619047619,
                    "p95_ms": 0.068709,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 210,
                    "mean_ms": 0.032020876190476194,
                    "p95_ms": 0.054873,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 209,
                    "mean_ms": 35.11792079904306,
                    "p95_ms": 49.476457,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 209,
                    "mean_ms": 29.15793491866029,
                    "p95_ms": 52.988243,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 210,
                    "mean_ms": 4.341868076190476,
                    "p95_ms": 10.02145,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 209,
                    "mean_ms": 13.893517933014353,
                    "p95_ms": 27.267971,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 209,
                    "mean_ms": 1.112066105263158,
                    "p95_ms": 1.689334,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 766
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 766,
            "per_task_buffers": {
              "det": 766
            },
            "latest": {
              "fn": 765,
              "det": 4,
              "persons": 1,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313738.95661851,
            "entries": 764,
            "length": 100,
            "last": "1789461018145-0",
            "pttl": 9904,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 765,
              "ptsNs": 76729037103,
              "ingestTimeWallMs": 1789461018043,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2450994473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461017939,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9781771898269653,
                  "bbox": [
                    0.0,
                    0.088134765625,
                    0.85107421875,
                    0.987060546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.43290233612060547,
                  "bbox": [
                    0.6702880859375,
                    0.1923828125,
                    0.7994384765625,
                    0.994140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.4169153571128845,
                  "bbox": [
                    0.6785888671875,
                    0.1917724609375,
                    0.7989501953125,
                    0.6182861328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.3458781838417053,
                  "bbox": [
                    0.6578369140625,
                    0.19189453125,
                    0.8001708984375,
                    0.82861328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2538610100746155,
                  "bbox": [
                    0.6153564453125,
                    0.1922607421875,
                    0.7996826171875,
                    0.6163330078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313739.039476984,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461018.2523425,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461018.252318,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461018.1547701,
                  "preprocess_output": 1789461018.1568983,
                  "infer_output": 1789461018.2081928,
                  "consume_entered": 1789461018.2143533,
                  "native_completed": 1789461018.238519,
                  "inference_frame_completed": 1789461018.252318
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 730,
                  "preprocess_output": 730,
                  "infer_output": 730,
                  "consume_entered": 730,
                  "native_completed": 730,
                  "inference_frame_completed": 730
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 74.5,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313739021053187,
                "counts": {
                  "decoded": 729,
                  "selected": 729,
                  "preprocess": 730,
                  "infer": 730,
                  "native": 730,
                  "result": 730,
                  "publisher_submit": 730
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313738902107633,
                  "selected": 1313738902126410,
                  "preprocess": 1313738904241599,
                  "infer": 1313738955545072,
                  "native": 1313738985850252,
                  "result": 1313738999035680,
                  "publisher_submit": 1313738999709589
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    729,
                    74223652503
                  ],
                  "preprocess": [
                    729,
                    74223652503
                  ],
                  "infer": [
                    729,
                    74223652503
                  ],
                  "native": [
                    729,
                    74223652503
                  ],
                  "result": [
                    729,
                    74223652503
                  ],
                  "publisher_submit": [
                    729,
                    74223652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 211,
                    "mean_ms": 4.486113654028436,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 210,
                    "mean_ms": 5.536196295238096,
                    "p95_ms": 17.308786,
                    "max_ms": 38.387777
                  },
                  "tracking": {
                    "samples": 210,
                    "mean_ms": 0.044185442857142855,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 210,
                    "mean_ms": 0.033528890476190475,
                    "p95_ms": 0.054712,
                    "max_ms": 0.101894
                  },
                  "selected_to_preprocess": {
                    "samples": 209,
                    "mean_ms": 5.061225153110048,
                    "p95_ms": 15.149216,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 209,
                    "mean_ms": 32.05309725358852,
                    "p95_ms": 49.925221,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 209,
                    "mean_ms": 24.93084661244019,
                    "p95_ms": 47.729042,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 209,
                    "mean_ms": 11.71479471770335,
                    "p95_ms": 30.048283,
                    "max_ms": 42.245197
                  },
                  "result_to_publisher_submit": {
                    "samples": 209,
                    "mean_ms": 0.9930487942583732,
                    "p95_ms": 2.270667,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 730
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 730,
            "per_task_buffers": {
              "det": 730
            },
            "latest": {
              "fn": 729,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313739.039539239,
            "entries": 728,
            "length": 100,
            "last": "1789461018257-0",
            "pttl": 9933,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 729,
              "ptsNs": 74223652503,
              "ingestTimeWallMs": 1789461018154,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 283960892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436939789,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8881781101226807,
                  "bbox": [
                    0.58380126953125,
                    0.34722900390625,
                    0.63690185546875,
                    0.58441162109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8858291506767273,
                  "bbox": [
                    0.505706787109375,
                    0.37115478515625,
                    0.538238525390625,
                    0.53363037109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8392075896263123,
                  "bbox": [
                    0.335174560546875,
                    0.4718017578125,
                    0.393341064453125,
                    0.6024169921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7577943801879883,
                  "bbox": [
                    0.6305084228515625,
                    0.467071533203125,
                    0.6751556396484375,
                    0.556365966796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7052778005599976,
                  "bbox": [
                    0.65740966796875,
                    0.448974609375,
                    0.69024658203125,
                    0.533935546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6956482529640198,
                  "bbox": [
                    0.6239700317382812,
                    0.3729248046875,
                    0.6514205932617188,
                    0.5479736328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313739.203929416,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461018.370508,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461018.3799102,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461018.3778462,
                  "preprocess_output": 1789461018.3799102,
                  "infer_output": 1789461018.302977,
                  "consume_entered": 1789461018.3053236,
                  "native_completed": 1789461018.3474383,
                  "inference_frame_completed": 1789461018.3704789
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 710,
                  "preprocess_output": 710,
                  "infer_output": 709,
                  "consume_entered": 709,
                  "native_completed": 709,
                  "inference_frame_completed": 709
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 72.4,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313739132029277,
                "counts": {
                  "decoded": 2127,
                  "selected": 710,
                  "preprocess": 710,
                  "sampling_drop": 1417,
                  "infer": 709,
                  "native": 709,
                  "result": 709,
                  "publisher_submit": 709
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313739125175971,
                  "selected": 1313739125202953,
                  "preprocess": 1313739127267542,
                  "sampling_drop": 1313739113640322,
                  "infer": 1313739050212670,
                  "native": 1313739094793011,
                  "result": 1313739117241271,
                  "publisher_submit": 1313739117874002
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2127,
                    72193514339
                  ],
                  "preprocess": [
                    2127,
                    72193514339
                  ],
                  "infer": [
                    2124,
                    72093514339
                  ],
                  "native": [
                    2124,
                    72093514339
                  ],
                  "result": [
                    2124,
                    72093514339
                  ],
                  "publisher_submit": [
                    2124,
                    72093514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 211,
                    "mean_ms": 4.976497545023697,
                    "p95_ms": 15.360582,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 211,
                    "mean_ms": 0.03825022274881517,
                    "p95_ms": 0.059722,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 211,
                    "mean_ms": 0.029220175355450236,
                    "p95_ms": 0.045465,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 211,
                    "mean_ms": 4.104328962085308,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 211,
                    "mean_ms": 3.7821846113744075,
                    "p95_ms": 7.027259,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 210,
                    "mean_ms": 37.326507676190474,
                    "p95_ms": 57.588468,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 210,
                    "mean_ms": 31.158223061904764,
                    "p95_ms": 49.583257,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 210,
                    "mean_ms": 11.465881242857144,
                    "p95_ms": 22.855892,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 210,
                    "mean_ms": 0.7742436904761906,
                    "p95_ms": 1.130161,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 709
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 709,
            "per_task_buffers": {
              "det": 709
            },
            "latest": {
              "fn": 2124,
              "det": 6,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313739.203983332,
            "entries": 709,
            "length": 100,
            "last": "1789461018380-0",
            "pttl": 9999,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2124,
              "ptsNs": 72093514339,
              "ingestTimeWallMs": 1789461018255,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046533316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478746149,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8872045874595642,
                  "bbox": [
                    0.797088623046875,
                    0.42919921875,
                    0.845489501953125,
                    0.61181640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8623517155647278,
                  "bbox": [
                    0.8426361083984375,
                    0.42352294921875,
                    0.8819732666015625,
                    0.58526611328125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7947037816047668,
                  "bbox": [
                    0.5063858032226562,
                    0.3267822265625,
                    0.5375595092773438,
                    0.4598388671875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6801354885101318,
                  "bbox": [
                    0.49411773681640625,
                    0.3114013671875,
                    0.5195541381835938,
                    0.4444580078125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.37731117010116577,
                  "bbox": [
                    0.5363235473632812,
                    0.415985107421875,
                    0.5603561401367188,
                    0.505889892578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.34975478053092957,
                  "bbox": [
                    0.5316925048828125,
                    0.37591552734375,
                    0.5610809326171875,
                    0.50640869140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2292,
          "sent_status": 94,
          "sent_frames": 2198,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 217,
                  "queued_frame": 217,
                  "sent_frame": 217,
                  "queued_heartbeat": 6,
                  "sent_status": 5,
                  "timeline_evicted": 411
                },
                "timings": {
                  "frame_queue": {
                    "count": 217,
                    "mean_ms": 5.266849393634478,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 217,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 217,
                    "mean_ms": 8.932404672811058,
                    "max_ms": 67.028965,
                    "recent_samples": 217,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 217,
                    "mean_ms": 0.9720306774193548,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 217,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 217,
                    "mean_ms": 0.06596618894009214,
                    "max_ms": 8.007389,
                    "recent_samples": 217,
                    "recent_p95_ms": 0.026928999999999998
                  },
                  "enqueue_gap": {
                    "count": 216,
                    "mean_ms": 99.1159262731481,
                    "max_ms": 258.882813,
                    "recent_samples": 216,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 6.559860799461603,
                    "max_ms": 15.138176968321204,
                    "recent_samples": 5,
                    "recent_p95_ms": 15.138176968321204
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 3.8046494,
                    "max_ms": 9.495316,
                    "recent_samples": 5,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.8253623999999998,
                    "max_ms": 1.234199,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.0090434,
                    "max_ms": 0.010658,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 216,
                  "queued_frame": 216,
                  "sent_frame": 216,
                  "queued_heartbeat": 7,
                  "sent_status": 7,
                  "timeline_evicted": 413
                },
                "timings": {
                  "frame_queue": {
                    "count": 216,
                    "mean_ms": 5.946673971333507,
                    "max_ms": 30.13393795117736,
                    "recent_samples": 216,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 216,
                    "mean_ms": 11.383021490740736,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 216,
                    "recent_p95_ms": 28.767439999999997
                  },
                  "frame_write_cpu": {
                    "count": 216,
                    "mean_ms": 1.1045936111111114,
                    "max_ms": 2.373748,
                    "recent_samples": 216,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 216,
                    "mean_ms": 0.025619592592592617,
                    "max_ms": 2.513738,
                    "recent_samples": 216,
                    "recent_p95_ms": 0.025477
                  },
                  "enqueue_gap": {
                    "count": 215,
                    "mean_ms": 99.45283926511627,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 215,
                    "recent_p95_ms": 164.965686
                  },
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 5.446602091459291,
                    "max_ms": 14.48543113656342,
                    "recent_samples": 7,
                    "recent_p95_ms": 14.48543113656342
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 4.630701999999999,
                    "max_ms": 13.88488,
                    "recent_samples": 7,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 0.6735067142857142,
                    "max_ms": 0.845112,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010489571428571428,
                    "max_ms": 0.014987,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 216,
                  "queued_frame": 216,
                  "sent_frame": 216,
                  "queued_heartbeat": 7,
                  "sent_status": 6,
                  "timeline_evicted": 411
                },
                "timings": {
                  "frame_queue": {
                    "count": 216,
                    "mean_ms": 3.3495121935158276,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 216,
                    "recent_p95_ms": 10.169456945732236
                  },
                  "frame_write_wall": {
                    "count": 216,
                    "mean_ms": 5.374820050925925,
                    "max_ms": 47.009828,
                    "recent_samples": 216,
                    "recent_p95_ms": 17.136712
                  },
                  "frame_write_cpu": {
                    "count": 216,
                    "mean_ms": 0.910776148148148,
                    "max_ms": 2.33336,
                    "recent_samples": 216,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 216,
                    "mean_ms": 0.17985435648148143,
                    "max_ms": 34.841402,
                    "recent_samples": 216,
                    "recent_p95_ms": 0.024663
                  },
                  "enqueue_gap": {
                    "count": 215,
                    "mean_ms": 99.23136649302323,
                    "max_ms": 251.223295,
                    "recent_samples": 215,
                    "recent_p95_ms": 127.545728
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 4.538571500840287,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 6,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.611476666666667,
                    "max_ms": 12.226796,
                    "recent_samples": 6,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6714361666666666,
                    "max_ms": 1.10037,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.008788666666666665,
                    "max_ms": 0.015555,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 7,
                  "sent_status": 7
                },
                "timings": {
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 0.1393888212208237,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 7.588230428571429,
                    "max_ms": 16.295233,
                    "recent_samples": 7,
                    "recent_p95_ms": 16.295233
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 1.0048027142857143,
                    "max_ms": 1.420723,
                    "recent_samples": 7,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010962285714285713,
                    "max_ms": 0.017651,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313740.239247111,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313740.340976724,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461019.5373442,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461019.5588295,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461019.5531185,
                  "preprocess_output": 1789461019.5588295,
                  "infer_output": 1789461019.491723,
                  "consume_entered": 1789461019.5049355,
                  "native_completed": 1789461019.5213592,
                  "inference_frame_completed": 1789461019.537312
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 781,
                  "preprocess_output": 781,
                  "infer_output": 780,
                  "consume_entered": 780,
                  "native_completed": 780,
                  "inference_frame_completed": 780
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 78.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313740324257767,
                "counts": {
                  "decoded": 781,
                  "selected": 781,
                  "preprocess": 781,
                  "infer": 780,
                  "native": 780,
                  "result": 780,
                  "publisher_submit": 780
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313740300466974,
                  "selected": 1313740300481437,
                  "preprocess": 1313740306171386,
                  "infer": 1313740239021225,
                  "native": 1313740268723264,
                  "result": 1313740283966357,
                  "publisher_submit": 1313740284697643
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    780,
                    78229037103
                  ],
                  "preprocess": [
                    780,
                    78229037103
                  ],
                  "infer": [
                    779,
                    78129037103
                  ],
                  "native": [
                    779,
                    78129037103
                  ],
                  "result": [
                    779,
                    78129037103
                  ],
                  "publisher_submit": [
                    779,
                    78129037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 224,
                    "mean_ms": 3.52271965625,
                    "p95_ms": 10.841984,
                    "max_ms": 21.288765
                  },
                  "queue": {
                    "samples": 224,
                    "mean_ms": 6.894377325892857,
                    "p95_ms": 18.162159,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 224,
                    "mean_ms": 0.04191135267857143,
                    "p95_ms": 0.068475,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 224,
                    "mean_ms": 0.03202921875,
                    "p95_ms": 0.053586,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 223,
                    "mean_ms": 35.100629860986544,
                    "p95_ms": 49.476457,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 223,
                    "mean_ms": 29.227536914798208,
                    "p95_ms": 52.216784,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 224,
                    "mean_ms": 4.361814375,
                    "p95_ms": 10.02145,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 223,
                    "mean_ms": 13.970917116591929,
                    "p95_ms": 27.267971,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 223,
                    "mean_ms": 1.1460894573991032,
                    "p95_ms": 1.689334,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 780
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 780,
            "per_task_buffers": {
              "det": 780
            },
            "latest": {
              "fn": 779,
              "det": 6,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313740.341020922,
            "entries": 778,
            "length": 100,
            "last": "1789461019544-0",
            "pttl": 9988,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 780,
              "ptsNs": 78229037103,
              "ingestTimeWallMs": 1789461019552,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2451129473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461019439,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9814888834953308,
                  "bbox": [
                    0.00048828125,
                    0.113037109375,
                    0.65625,
                    0.987548828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9310875535011292,
                  "bbox": [
                    0.62274169921875,
                    0.213134765625,
                    0.77081298828125,
                    0.995849609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8432507514953613,
                  "bbox": [
                    0.42791748046875,
                    0.3455810546875,
                    0.46710205078125,
                    0.5621337890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8174288272857666,
                  "bbox": [
                    0.5767974853515625,
                    0.38446044921875,
                    0.6116790771484375,
                    0.56768798828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313740.378207091,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461019.5730844,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461019.6226077,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461019.6213384,
                  "preprocess_output": 1789461019.6226077,
                  "infer_output": 1789461019.5490818,
                  "consume_entered": 1789461019.5535457,
                  "native_completed": 1789461019.5683749,
                  "inference_frame_completed": 1789461019.57306
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 745,
                  "preprocess_output": 745,
                  "infer_output": 744,
                  "consume_entered": 744,
                  "native_completed": 744,
                  "inference_frame_completed": 744
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 75.9,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313740371889674,
                "counts": {
                  "decoded": 744,
                  "selected": 744,
                  "preprocess": 745,
                  "infer": 744,
                  "native": 744,
                  "result": 744,
                  "publisher_submit": 744
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313740368711186,
                  "selected": 1313740368720364,
                  "preprocess": 1313740369950998,
                  "infer": 1313740296430819,
                  "native": 1313740315720131,
                  "result": 1313740319898942,
                  "publisher_submit": 1313740320460816
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    744,
                    75723652503
                  ],
                  "preprocess": [
                    744,
                    75723652503
                  ],
                  "infer": [
                    743,
                    75623652503
                  ],
                  "native": [
                    743,
                    75623652503
                  ],
                  "result": [
                    743,
                    75623652503
                  ],
                  "publisher_submit": [
                    743,
                    75623652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 225,
                    "mean_ms": 4.469628506666667,
                    "p95_ms": 8.345028,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 224,
                    "mean_ms": 5.5681568125,
                    "p95_ms": 17.308786,
                    "max_ms": 38.387777
                  },
                  "tracking": {
                    "samples": 224,
                    "mean_ms": 0.04394878571428572,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 224,
                    "mean_ms": 0.033408915178571426,
                    "p95_ms": 0.053167,
                    "max_ms": 0.101894
                  },
                  "selected_to_preprocess": {
                    "samples": 224,
                    "mean_ms": 5.176975227678572,
                    "p95_ms": 15.367755,
                    "max_ms": 26.066431
                  },
                  "preprocess_to_infer": {
                    "samples": 223,
                    "mean_ms": 32.14145982511211,
                    "p95_ms": 50.085539,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 223,
                    "mean_ms": 25.142296040358744,
                    "p95_ms": 51.413708,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 223,
                    "mean_ms": 11.786783538116591,
                    "p95_ms": 30.048283,
                    "max_ms": 42.245197
                  },
                  "result_to_publisher_submit": {
                    "samples": 223,
                    "mean_ms": 1.000378466367713,
                    "p95_ms": 2.270667,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 744
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 744,
            "per_task_buffers": {
              "det": 744
            },
            "latest": {
              "fn": 743,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313740.378263543,
            "entries": 742,
            "length": 100,
            "last": "1789461019574-0",
            "pttl": 9908,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 743,
              "ptsNs": 75623652503,
              "ingestTimeWallMs": 1789461019523,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 284086892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436941189,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9100669622421265,
                  "bbox": [
                    0.3379364013671875,
                    0.46380615234375,
                    0.3969268798828125,
                    0.59967041015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8931231498718262,
                  "bbox": [
                    0.5057525634765625,
                    0.37060546875,
                    0.5381927490234375,
                    0.533203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8902942538261414,
                  "bbox": [
                    0.5564117431640625,
                    0.35406494140625,
                    0.5930023193359375,
                    0.57025146484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8686040639877319,
                  "bbox": [
                    0.82391357421875,
                    0.3441162109375,
                    0.87042236328125,
                    0.6060791015625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7794896960258484,
                  "bbox": [
                    0.618682861328125,
                    0.375732421875,
                    0.650848388671875,
                    0.541748046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7774689197540283,
                  "bbox": [
                    0.630615234375,
                    0.46649169921875,
                    0.677001953125,
                    0.55596923828125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7418610453605652,
                  "bbox": [
                    0.6572418212890625,
                    0.448944091796875,
                    0.6904144287109375,
                    0.533477783203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2577650845050812,
                  "bbox": [
                    0.19812393188476562,
                    0.4329986572265625,
                    0.21349716186523438,
                    0.4586029052734375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "16",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.2503625154495239,
                  "bbox": [
                    0.6272964477539062,
                    0.46728515625,
                    0.6559066772460938,
                    0.55322265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313740.468110101,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461019.6190202,
                "source_stage": "infer_output",
                "source_stage_at": 1789461019.6940026,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461019.657444,
                  "preprocess_output": 1789461019.6644068,
                  "infer_output": 1789461019.6940026,
                  "consume_entered": 1789461019.6022017,
                  "native_completed": 1789461019.6139913,
                  "inference_frame_completed": 1789461019.618982
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 723,
                  "preprocess_output": 723,
                  "infer_output": 723,
                  "consume_entered": 722,
                  "native_completed": 722,
                  "inference_frame_completed": 722
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 73.7,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313740443759947,
                "counts": {
                  "decoded": 2167,
                  "selected": 723,
                  "preprocess": 723,
                  "sampling_drop": 1444,
                  "infer": 723,
                  "native": 722,
                  "result": 722,
                  "publisher_submit": 722
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313740434419233,
                  "selected": 1313740404805366,
                  "preprocess": 1313740411746375,
                  "sampling_drop": 1313740434449245,
                  "infer": 1313740441344447,
                  "native": 1313740361378605,
                  "result": 1313740365646886,
                  "publisher_submit": 1313740366369439
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2166,
                    73493514339
                  ],
                  "preprocess": [
                    2166,
                    73493514339
                  ],
                  "infer": [
                    2166,
                    73493514339
                  ],
                  "native": [
                    2163,
                    73393514339
                  ],
                  "result": [
                    2163,
                    73393514339
                  ],
                  "publisher_submit": [
                    2163,
                    73393514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 224,
                    "mean_ms": 4.823070674107143,
                    "p95_ms": 15.327904,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 224,
                    "mean_ms": 0.03798679910714285,
                    "p95_ms": 0.059519,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 224,
                    "mean_ms": 0.02905408035714286,
                    "p95_ms": 0.045181,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 224,
                    "mean_ms": 4.160884276785714,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 224,
                    "mean_ms": 3.760669866071429,
                    "p95_ms": 6.761509,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 224,
                    "mean_ms": 37.07133380357143,
                    "p95_ms": 57.588468,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 223,
                    "mean_ms": 31.219252,
                    "p95_ms": 51.221304,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 223,
                    "mean_ms": 11.363065107623319,
                    "p95_ms": 22.855892,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 223,
                    "mean_ms": 0.7638873991031391,
                    "p95_ms": 1.127852,
                    "max_ms": 6.529048
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 722
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 722,
            "per_task_buffers": {
              "det": 722
            },
            "latest": {
              "fn": 2163,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313740.468148518,
            "entries": 722,
            "length": 100,
            "last": "1789461019622-0",
            "pttl": 9976,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2166,
              "ptsNs": 73493514339,
              "ingestTimeWallMs": 1789461019657,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046659316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478747549,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.911337673664093,
                  "bbox": [
                    0.68084716796875,
                    0.38372802734375,
                    0.72735595703125,
                    0.54742431640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8982321619987488,
                  "bbox": [
                    0.911468505859375,
                    0.45782470703125,
                    0.949859619140625,
                    0.66033935546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.896251380443573,
                  "bbox": [
                    0.7442474365234375,
                    0.37969970703125,
                    0.7801666259765625,
                    0.53485107421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8844391107559204,
                  "bbox": [
                    0.57647705078125,
                    0.31292724609375,
                    0.61297607421875,
                    0.44439697265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8668103814125061,
                  "bbox": [
                    0.4900970458984375,
                    0.31048583984375,
                    0.5225982666015625,
                    0.45172119140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7638362646102905,
                  "bbox": [
                    0.5253448486328125,
                    0.3155517578125,
                    0.5576629638671875,
                    0.4578857421875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2331,
          "sent_status": 94,
          "sent_frames": 2237,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 230,
                  "queued_frame": 230,
                  "sent_frame": 230,
                  "queued_heartbeat": 6,
                  "sent_status": 5,
                  "timeline_evicted": 450
                },
                "timings": {
                  "frame_queue": {
                    "count": 230,
                    "mean_ms": 5.354508360766846,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 230,
                    "recent_p95_ms": 18.64816201850772
                  },
                  "frame_write_wall": {
                    "count": 230,
                    "mean_ms": 8.839848613043475,
                    "max_ms": 67.028965,
                    "recent_samples": 230,
                    "recent_p95_ms": 26.717328
                  },
                  "frame_write_cpu": {
                    "count": 230,
                    "mean_ms": 0.9707507608695651,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 230,
                    "recent_p95_ms": 1.575558
                  },
                  "frame_completion_lock": {
                    "count": 230,
                    "mean_ms": 0.0628471217391304,
                    "max_ms": 8.007389,
                    "recent_samples": 230,
                    "recent_p95_ms": 0.025162999999999998
                  },
                  "enqueue_gap": {
                    "count": 229,
                    "mean_ms": 99.07943189082964,
                    "max_ms": 258.882813,
                    "recent_samples": 229,
                    "recent_p95_ms": 134.39965700000002
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 6.559860799461603,
                    "max_ms": 15.138176968321204,
                    "recent_samples": 5,
                    "recent_p95_ms": 15.138176968321204
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 3.8046494,
                    "max_ms": 9.495316,
                    "recent_samples": 5,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.8253623999999998,
                    "max_ms": 1.234199,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.0090434,
                    "max_ms": 0.010658,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 229,
                  "queued_frame": 229,
                  "sent_frame": 229,
                  "queued_heartbeat": 7,
                  "sent_status": 7,
                  "timeline_evicted": 452
                },
                "timings": {
                  "frame_queue": {
                    "count": 229,
                    "mean_ms": 6.15091179904231,
                    "max_ms": 34.12935417145491,
                    "recent_samples": 229,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 229,
                    "mean_ms": 11.354974218340605,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 229,
                    "recent_p95_ms": 27.364435999999998
                  },
                  "frame_write_cpu": {
                    "count": 229,
                    "mean_ms": 1.1042398908296944,
                    "max_ms": 2.373748,
                    "recent_samples": 229,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 229,
                    "mean_ms": 0.025014183406113562,
                    "max_ms": 2.513738,
                    "recent_samples": 229,
                    "recent_p95_ms": 0.025477
                  },
                  "enqueue_gap": {
                    "count": 228,
                    "mean_ms": 99.46605971052631,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 228,
                    "recent_p95_ms": 164.157632
                  },
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 5.446602091459291,
                    "max_ms": 14.48543113656342,
                    "recent_samples": 7,
                    "recent_p95_ms": 14.48543113656342
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 4.630701999999999,
                    "max_ms": 13.88488,
                    "recent_samples": 7,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 0.6735067142857142,
                    "max_ms": 0.845112,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010489571428571428,
                    "max_ms": 0.014987,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 229,
                  "queued_frame": 229,
                  "sent_frame": 229,
                  "queued_heartbeat": 7,
                  "sent_status": 6,
                  "timeline_evicted": 450
                },
                "timings": {
                  "frame_queue": {
                    "count": 229,
                    "mean_ms": 3.386804138566469,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 229,
                    "recent_p95_ms": 10.23442205041647
                  },
                  "frame_write_wall": {
                    "count": 229,
                    "mean_ms": 5.263288349344977,
                    "max_ms": 47.009828,
                    "recent_samples": 229,
                    "recent_p95_ms": 17.136712
                  },
                  "frame_write_cpu": {
                    "count": 229,
                    "mean_ms": 0.9062741615720521,
                    "max_ms": 2.33336,
                    "recent_samples": 229,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 229,
                    "mean_ms": 0.17028037554585146,
                    "max_ms": 34.841402,
                    "recent_samples": 229,
                    "recent_p95_ms": 0.024663
                  },
                  "enqueue_gap": {
                    "count": 228,
                    "mean_ms": 99.29182832456138,
                    "max_ms": 251.223295,
                    "recent_samples": 228,
                    "recent_p95_ms": 127.545728
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 4.538571500840287,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 6,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.611476666666667,
                    "max_ms": 12.226796,
                    "recent_samples": 6,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6714361666666666,
                    "max_ms": 1.10037,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.008788666666666665,
                    "max_ms": 0.015555,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 7,
                  "sent_status": 7
                },
                "timings": {
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 0.1393888212208237,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 7.588230428571429,
                    "max_ms": 16.295233,
                    "recent_samples": 7,
                    "recent_p95_ms": 16.295233
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 1.0048027142857143,
                    "max_ms": 1.420723,
                    "recent_samples": 7,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010962285714285713,
                    "max_ms": 0.017651,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313741.508261116,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313741.626809127,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461020.7442093,
                "source_stage": "preprocess_output",
                "source_stage_at": 1789461020.746726,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461020.745319,
                  "preprocess_output": 1789461020.746726,
                  "infer_output": 1789461020.716648,
                  "consume_entered": 1789461020.7226846,
                  "native_completed": 1789461020.7367616,
                  "inference_frame_completed": 1789461020.7441843
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 793,
                  "preprocess_output": 793,
                  "infer_output": 792,
                  "consume_entered": 792,
                  "native_completed": 792,
                  "inference_frame_completed": 792
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 80.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313741549440693,
                "counts": {
                  "decoded": 793,
                  "selected": 793,
                  "preprocess": 793,
                  "infer": 792,
                  "native": 792,
                  "result": 792,
                  "publisher_submit": 792
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313741492662866,
                  "selected": 1313741492683964,
                  "preprocess": 1313741494047613,
                  "infer": 1313741463995158,
                  "native": 1313741484142228,
                  "result": 1313741490565798,
                  "publisher_submit": 1313741491576949
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    792,
                    79429037103
                  ],
                  "preprocess": [
                    792,
                    79429037103
                  ],
                  "infer": [
                    791,
                    79329037103
                  ],
                  "native": [
                    791,
                    79329037103
                  ],
                  "result": [
                    791,
                    79329037103
                  ],
                  "publisher_submit": [
                    791,
                    79329037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 236,
                    "mean_ms": 3.5743597372881357,
                    "p95_ms": 10.98528,
                    "max_ms": 21.288765
                  },
                  "queue": {
                    "samples": 236,
                    "mean_ms": 6.745739156779661,
                    "p95_ms": 18.162159,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 236,
                    "mean_ms": 0.04182352966101695,
                    "p95_ms": 0.068709,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 236,
                    "mean_ms": 0.032030627118644066,
                    "p95_ms": 0.054873,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 235,
                    "mean_ms": 35.406989821276596,
                    "p95_ms": 50.510602,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 235,
                    "mean_ms": 29.18968649787234,
                    "p95_ms": 52.216784,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 236,
                    "mean_ms": 4.327936707627119,
                    "p95_ms": 10.02145,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 235,
                    "mean_ms": 13.760350182978723,
                    "p95_ms": 27.267971,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 235,
                    "mean_ms": 1.1216338340425531,
                    "p95_ms": 1.689334,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 792
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 793,
            "per_task_buffers": {
              "det": 793
            },
            "latest": {
              "fn": 792,
              "det": 6,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313741.626904691,
            "entries": 791,
            "length": 100,
            "last": "1789461020875-0",
            "pttl": 9937,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 792,
              "ptsNs": 79429037103,
              "ingestTimeWallMs": 1789461020745,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2451237473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461020639,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9786311388015747,
                  "bbox": [
                    0.000732421875,
                    0.123046875,
                    0.619384765625,
                    0.9892578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9314625263214111,
                  "bbox": [
                    0.61962890625,
                    0.21728515625,
                    0.77099609375,
                    0.99560546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8353492617607117,
                  "bbox": [
                    0.4283294677734375,
                    0.35296630859375,
                    0.4686431884765625,
                    0.56500244140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8175744414329529,
                  "bbox": [
                    0.53912353515625,
                    0.3594970703125,
                    0.59368896484375,
                    0.5618896484375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313741.797585869,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461021.008233,
                "source_stage": "inference_frame_completed",
                "source_stage_at": 1789461021.0082173,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461020.9354615,
                  "preprocess_output": 1789461020.9417703,
                  "infer_output": 1789461020.968124,
                  "consume_entered": 1789461020.973755,
                  "native_completed": 1789461020.989436,
                  "inference_frame_completed": 1789461021.0082173
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 758,
                  "preprocess_output": 758,
                  "infer_output": 758,
                  "consume_entered": 758,
                  "native_completed": 758,
                  "inference_frame_completed": 758
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 77.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313741763568298,
                "counts": {
                  "decoded": 757,
                  "selected": 757,
                  "preprocess": 758,
                  "infer": 758,
                  "native": 758,
                  "result": 758,
                  "publisher_submit": 758
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313741682799834,
                  "selected": 1313741682829688,
                  "preprocess": 1313741689094391,
                  "infer": 1313741715422696,
                  "native": 1313741736753686,
                  "result": 1313741755067743,
                  "publisher_submit": 1313741755617714
                },
                "detail": true,
                "pending_samples": 0,
                "last_frame": {
                  "selected": [
                    757,
                    77023652503
                  ],
                  "preprocess": [
                    757,
                    77023652503
                  ],
                  "infer": [
                    757,
                    77023652503
                  ],
                  "native": [
                    757,
                    77023652503
                  ],
                  "result": [
                    757,
                    77023652503
                  ],
                  "publisher_submit": [
                    757,
                    77023652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 239,
                    "mean_ms": 4.5437386317991635,
                    "p95_ms": 10.218902,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 238,
                    "mean_ms": 5.713058886554622,
                    "p95_ms": 17.789809,
                    "max_ms": 47.543815
                  },
                  "tracking": {
                    "samples": 238,
                    "mean_ms": 0.04452162605042017,
                    "p95_ms": 0.07448,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 238,
                    "mean_ms": 0.033965445378151264,
                    "p95_ms": 0.055856,
                    "max_ms": 0.101894
                  },
                  "selected_to_preprocess": {
                    "samples": 237,
                    "mean_ms": 5.353886725738397,
                    "p95_ms": 15.995316,
                    "max_ms": 26.658062
                  },
                  "preprocess_to_infer": {
                    "samples": 237,
                    "mean_ms": 32.324765628691985,
                    "p95_ms": 50.085539,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 237,
                    "mean_ms": 24.948035421940926,
                    "p95_ms": 51.903371,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 237,
                    "mean_ms": 12.124784599156119,
                    "p95_ms": 31.205412,
                    "max_ms": 77.642682
                  },
                  "result_to_publisher_submit": {
                    "samples": 237,
                    "mean_ms": 1.0295147721518987,
                    "p95_ms": 2.303691,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 758
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 758,
            "per_task_buffers": {
              "det": 758
            },
            "latest": {
              "fn": 757,
              "det": 9,
              "persons": 7,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313741.797665892,
            "entries": 756,
            "length": 100,
            "last": "1789461021008-0",
            "pttl": 9914,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 757,
              "ptsNs": 77023652503,
              "ingestTimeWallMs": 1789461020935,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 284212892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436942589,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8931231498718262,
                  "bbox": [
                    0.7503662109375,
                    0.345458984375,
                    0.8150634765625,
                    0.601318359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8908652067184448,
                  "bbox": [
                    0.3638916015625,
                    0.3533935546875,
                    0.4124755859375,
                    0.5992431640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8858291506767273,
                  "bbox": [
                    0.5639190673828125,
                    0.35369873046875,
                    0.6069793701171875,
                    0.57452392578125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8828325867652893,
                  "bbox": [
                    0.5003814697265625,
                    0.36962890625,
                    0.5337982177734375,
                    0.53369140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.84065181016922,
                  "bbox": [
                    0.61639404296875,
                    0.41131591796875,
                    0.65313720703125,
                    0.54864501953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7767922878265381,
                  "bbox": [
                    0.6300201416015625,
                    0.46563720703125,
                    0.6766204833984375,
                    0.55584716796875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.7369688749313354,
                  "bbox": [
                    0.657196044921875,
                    0.449432373046875,
                    0.690460205078125,
                    0.532989501953125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "14",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.28726768493652344,
                  "bbox": [
                    0.19775390625,
                    0.43305206298828125,
                    0.213623046875,
                    0.45854949951171875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313741.889402188,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461021.0400963,
                "source_stage": "infer_output",
                "source_stage_at": 1789461021.1102839,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461021.0618956,
                  "preprocess_output": 1789461021.0634837,
                  "infer_output": 1789461021.1102839,
                  "consume_entered": 1789461020.9986947,
                  "native_completed": 1789461021.0319905,
                  "inference_frame_completed": 1789461021.0400853
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 737,
                  "preprocess_output": 737,
                  "infer_output": 737,
                  "consume_entered": 736,
                  "native_completed": 736,
                  "inference_frame_completed": 736
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 75.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313741869025665,
                "counts": {
                  "decoded": 2209,
                  "selected": 737,
                  "preprocess": 737,
                  "sampling_drop": 1472,
                  "infer": 737,
                  "native": 736,
                  "result": 736,
                  "publisher_submit": 736
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313741833770985,
                  "selected": 1313741809260613,
                  "preprocess": 1313741810815443,
                  "sampling_drop": 1313741833823161,
                  "infer": 1313741857592162,
                  "native": 1313741779359906,
                  "result": 1313741787046559,
                  "publisher_submit": 1313741787482032
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2208,
                    74893514339
                  ],
                  "preprocess": [
                    2208,
                    74893514339
                  ],
                  "infer": [
                    2208,
                    74893514339
                  ],
                  "native": [
                    2205,
                    74793514339
                  ],
                  "result": [
                    2205,
                    74793514339
                  ],
                  "publisher_submit": [
                    2205,
                    74793514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 238,
                    "mean_ms": 4.918569844537815,
                    "p95_ms": 15.327904,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 238,
                    "mean_ms": 0.03823024369747899,
                    "p95_ms": 0.062799,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 238,
                    "mean_ms": 0.029214084033613447,
                    "p95_ms": 0.047994,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 238,
                    "mean_ms": 4.134890651260504,
                    "p95_ms": 13.296984,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 238,
                    "mean_ms": 3.810041504201681,
                    "p95_ms": 7.163742,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 238,
                    "mean_ms": 37.43193744117647,
                    "p95_ms": 57.921335,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 237,
                    "mean_ms": 31.151744940928268,
                    "p95_ms": 51.221304,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 237,
                    "mean_ms": 11.441068924050633,
                    "p95_ms": 24.105013,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 237,
                    "mean_ms": 0.8038847510548522,
                    "p95_ms": 1.130161,
                    "max_ms": 11.638369
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 736
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 736,
            "per_task_buffers": {
              "det": 736
            },
            "latest": {
              "fn": 2205,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313741.889446545,
            "entries": 736,
            "length": 100,
            "last": "1789461021041-0",
            "pttl": 9977,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2208,
              "ptsNs": 74893514339,
              "ingestTimeWallMs": 1789461021061,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046785316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478748949,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9280183911323547,
                  "bbox": [
                    0.797760009765625,
                    0.401123046875,
                    0.845794677734375,
                    0.585693359375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8967949151992798,
                  "bbox": [
                    0.6101531982421875,
                    0.35101318359375,
                    0.6496124267578125,
                    0.50543212890625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8872045874595642,
                  "bbox": [
                    0.6494293212890625,
                    0.34844970703125,
                    0.6894378662109375,
                    0.49432373046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8615382313728333,
                  "bbox": [
                    0.4929656982421875,
                    0.31536865234375,
                    0.5197296142578125,
                    0.45220947265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "5",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8613050580024719,
                  "bbox": [
                    0.46681976318359375,
                    0.290771484375,
                    0.49558258056640625,
                    0.415283203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.859545886516571,
                  "bbox": [
                    0.522064208984375,
                    0.3194580078125,
                    0.554107666015625,
                    0.4593505859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2370,
          "sent_status": 94,
          "sent_frames": 2276,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 243,
                  "queued_frame": 243,
                  "sent_frame": 243,
                  "queued_heartbeat": 6,
                  "sent_status": 5,
                  "timeline_evicted": 489
                },
                "timings": {
                  "frame_queue": {
                    "count": 243,
                    "mean_ms": 5.2955731253212495,
                    "max_ms": 32.91493188589811,
                    "recent_samples": 243,
                    "recent_p95_ms": 17.434381181374192
                  },
                  "frame_write_wall": {
                    "count": 243,
                    "mean_ms": 8.922115851851851,
                    "max_ms": 67.028965,
                    "recent_samples": 243,
                    "recent_p95_ms": 26.717328
                  },
                  "frame_write_cpu": {
                    "count": 243,
                    "mean_ms": 0.9763974238683126,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 243,
                    "recent_p95_ms": 1.578184
                  },
                  "frame_completion_lock": {
                    "count": 243,
                    "mean_ms": 0.060141395061728366,
                    "max_ms": 8.007389,
                    "recent_samples": 243,
                    "recent_p95_ms": 0.025162999999999998
                  },
                  "enqueue_gap": {
                    "count": 242,
                    "mean_ms": 99.24601857438014,
                    "max_ms": 258.882813,
                    "recent_samples": 242,
                    "recent_p95_ms": 133.970811
                  },
                  "status_queue": {
                    "count": 5,
                    "mean_ms": 6.559860799461603,
                    "max_ms": 15.138176968321204,
                    "recent_samples": 5,
                    "recent_p95_ms": 15.138176968321204
                  },
                  "status_write_wall": {
                    "count": 5,
                    "mean_ms": 3.8046494,
                    "max_ms": 9.495316,
                    "recent_samples": 5,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 5,
                    "mean_ms": 0.8253623999999998,
                    "max_ms": 1.234199,
                    "recent_samples": 5,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 5,
                    "mean_ms": 0.0090434,
                    "max_ms": 0.010658,
                    "recent_samples": 5,
                    "recent_p95_ms": 0.010658
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 242,
                  "queued_frame": 242,
                  "sent_frame": 242,
                  "queued_heartbeat": 7,
                  "sent_status": 7,
                  "timeline_evicted": 491
                },
                "timings": {
                  "frame_queue": {
                    "count": 242,
                    "mean_ms": 6.241631846151446,
                    "max_ms": 34.12935417145491,
                    "recent_samples": 242,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 242,
                    "mean_ms": 11.239777929752064,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 242,
                    "recent_p95_ms": 27.228096999999998
                  },
                  "frame_write_cpu": {
                    "count": 242,
                    "mean_ms": 1.099381690082645,
                    "max_ms": 2.373748,
                    "recent_samples": 242,
                    "recent_p95_ms": 1.67319
                  },
                  "frame_completion_lock": {
                    "count": 242,
                    "mean_ms": 0.024432041322314073,
                    "max_ms": 2.513738,
                    "recent_samples": 242,
                    "recent_p95_ms": 0.025477
                  },
                  "enqueue_gap": {
                    "count": 241,
                    "mean_ms": 99.31403330705392,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 241,
                    "recent_p95_ms": 162.636951
                  },
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 5.446602091459291,
                    "max_ms": 14.48543113656342,
                    "recent_samples": 7,
                    "recent_p95_ms": 14.48543113656342
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 4.630701999999999,
                    "max_ms": 13.88488,
                    "recent_samples": 7,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 0.6735067142857142,
                    "max_ms": 0.845112,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010489571428571428,
                    "max_ms": 0.014987,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 242,
                  "queued_frame": 242,
                  "sent_frame": 242,
                  "queued_heartbeat": 7,
                  "sent_status": 6,
                  "timeline_evicted": 489
                },
                "timings": {
                  "frame_queue": {
                    "count": 242,
                    "mean_ms": 3.4072385833421643,
                    "max_ms": 32.33563317917287,
                    "recent_samples": 242,
                    "recent_p95_ms": 10.169456945732236
                  },
                  "frame_write_wall": {
                    "count": 242,
                    "mean_ms": 5.308316884297519,
                    "max_ms": 47.009828,
                    "recent_samples": 242,
                    "recent_p95_ms": 16.657414999999997
                  },
                  "frame_write_cpu": {
                    "count": 242,
                    "mean_ms": 0.9179412396694211,
                    "max_ms": 2.33336,
                    "recent_samples": 242,
                    "recent_p95_ms": 1.519321
                  },
                  "frame_completion_lock": {
                    "count": 242,
                    "mean_ms": 0.16188287190082634,
                    "max_ms": 34.841402,
                    "recent_samples": 242,
                    "recent_p95_ms": 0.024829
                  },
                  "enqueue_gap": {
                    "count": 241,
                    "mean_ms": 99.23846047717839,
                    "max_ms": 251.223295,
                    "recent_samples": 241,
                    "recent_p95_ms": 127.767139
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 4.538571500840287,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 6,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.611476666666667,
                    "max_ms": 12.226796,
                    "recent_samples": 6,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6714361666666666,
                    "max_ms": 1.10037,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.008788666666666665,
                    "max_ms": 0.015555,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 7,
                  "sent_status": 7
                },
                "timings": {
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 0.1393888212208237,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 7.588230428571429,
                    "max_ms": 16.295233,
                    "recent_samples": 7,
                    "recent_p95_ms": 16.295233
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 1.0048027142857143,
                    "max_ms": 1.420723,
                    "recent_samples": 7,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010962285714285713,
                    "max_ms": 0.017651,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    },
    {
      "at": 1313742.509328368,
      "channels": {
        "rtsp-test-source-01": {
          "at": 1313742.626289934,
          "state": {
            "stream_id": "rtsp-test-01",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461021.7162778,
                "source_stage": "consume_entered",
                "source_stage_at": 1789461021.8037407,
                "source_stages": {
                  "pipeline_state_changed": 1789460942.7475967,
                  "decoded_frame_received": 1789461021.754986,
                  "preprocess_output": 1789461021.759402,
                  "infer_output": 1789461021.7999105,
                  "consume_entered": 1789461021.8037407,
                  "native_completed": 1789461021.7055092,
                  "inference_frame_completed": 1789461021.716262
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 803,
                  "preprocess_output": 803,
                  "infer_output": 803,
                  "consume_entered": 803,
                  "native_completed": 802,
                  "inference_frame_completed": 802
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460941.2130826,
                  "decoded_frame_received": 1789460942.6677606,
                  "preprocess_output": 1789460942.705002,
                  "infer_output": 1789460942.735804,
                  "consume_entered": 1789460942.7406185,
                  "native_completed": 1789460942.7559268,
                  "inference_frame_completed": 1789460942.7619655
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460940.6291854,
            "uptime_s": 81.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313742591221007,
                "counts": {
                  "decoded": 803,
                  "selected": 803,
                  "preprocess": 803,
                  "infer": 803,
                  "native": 802,
                  "result": 802,
                  "publisher_submit": 802
                },
                "first_ns": {
                  "decoded": 1313663415064522,
                  "selected": 1313663415105808,
                  "preprocess": 1313663452335848,
                  "infer": 1313663483149750,
                  "native": 1313663503280593,
                  "result": 1313663508818259,
                  "publisher_submit": 1313663509372297
                },
                "last_ns": {
                  "decoded": 1313742502207683,
                  "selected": 1313742502251111,
                  "preprocess": 1313742506725895,
                  "infer": 1313742547217442,
                  "native": 1313742452863733,
                  "result": 1313742463170377,
                  "publisher_submit": 1313742463664419
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    802,
                    80429037103
                  ],
                  "preprocess": [
                    802,
                    80429037103
                  ],
                  "infer": [
                    802,
                    80429037103
                  ],
                  "native": [
                    801,
                    80329037103
                  ],
                  "result": [
                    801,
                    80329037103
                  ],
                  "publisher_submit": [
                    801,
                    80329037103
                  ]
                },
                "observation_missed": 0,
                "durations": {
                  "selected_to_preprocess": {
                    "samples": 246,
                    "mean_ms": 3.677919300813008,
                    "p95_ms": 10.98528,
                    "max_ms": 22.527522
                  },
                  "queue": {
                    "samples": 246,
                    "mean_ms": 6.690615670731708,
                    "p95_ms": 17.813222,
                    "max_ms": 26.962268
                  },
                  "tracking": {
                    "samples": 246,
                    "mean_ms": 0.0420859512195122,
                    "p95_ms": 0.069145,
                    "max_ms": 0.12553
                  },
                  "tracking_cpu": {
                    "samples": 246,
                    "mean_ms": 0.03227922357723577,
                    "p95_ms": 0.055464,
                    "max_ms": 0.105103
                  },
                  "preprocess_to_infer": {
                    "samples": 246,
                    "mean_ms": 35.66527448780487,
                    "p95_ms": 51.282968,
                    "max_ms": 70.795718
                  },
                  "infer_to_native": {
                    "samples": 245,
                    "mean_ms": 29.208363436734697,
                    "p95_ms": 50.847662,
                    "max_ms": 188.999752
                  },
                  "result_work": {
                    "samples": 246,
                    "mean_ms": 4.313866577235772,
                    "p95_ms": 8.190753,
                    "max_ms": 50.111385
                  },
                  "native_to_result": {
                    "samples": 245,
                    "mean_ms": 13.670078326530613,
                    "p95_ms": 27.085773,
                    "max_ms": 162.241437
                  },
                  "result_to_publisher_submit": {
                    "samples": 245,
                    "mean_ms": 1.1062029224489798,
                    "p95_ms": 1.594158,
                    "max_ms": 35.891432
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 0,
              "events_created": 0,
              "processed": 802
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 803,
            "per_task_buffers": {
              "det": 803
            },
            "latest": {
              "fn": 802,
              "det": 6,
              "persons": 4,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313742.626350122,
            "entries": 801,
            "length": 100,
            "last": "1789461021864-0",
            "pttl": 9953,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-01",
              "sourceId": "rtsp-test-source-01",
              "serverId": "test-ai",
              "streamId": "rtsp-test-01",
              "runId": "b31ca083-baf3-4a9f-aa53-2c498b138b50",
              "runGeneration": 1,
              "frameSeq": 802,
              "ptsNs": 80429037103,
              "ingestTimeWallMs": 1789461021754,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 2451327473,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789461021639,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9773275852203369,
                  "bbox": [
                    0.00146484375,
                    0.211181640625,
                    0.61962890625,
                    0.989990234375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9298236966133118,
                  "bbox": [
                    0.62664794921875,
                    0.21728515625,
                    0.77178955078125,
                    0.99658203125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8432507514953613,
                  "bbox": [
                    0.4278564453125,
                    0.35150146484375,
                    0.4681396484375,
                    0.56988525390625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.804405927658081,
                  "bbox": [
                    0.5256195068359375,
                    0.35443115234375,
                    0.5739898681640625,
                    0.55328369140625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-02": {
          "at": 1313742.813466758,
          "state": {
            "stream_id": "web-cam08-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461021.9508803,
                "source_stage": "native_completed",
                "source_stage_at": 1789461022.004463,
                "source_stages": {
                  "pipeline_state_changed": 1789460945.3327873,
                  "decoded_frame_received": 1789461021.9259079,
                  "preprocess_output": 1789461021.9315507,
                  "infer_output": 1789461021.9586816,
                  "consume_entered": 1789461021.9796624,
                  "native_completed": 1789461022.004463,
                  "inference_frame_completed": 1789461021.9508522
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 768,
                  "preprocess_output": 768,
                  "infer_output": 768,
                  "consume_entered": 768,
                  "native_completed": 768,
                  "inference_frame_completed": 767
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460943.7573283,
                  "decoded_frame_received": 1789460945.2796922,
                  "preprocess_output": 1789460945.2848976,
                  "infer_output": 1789460945.3203824,
                  "consume_entered": 1789460945.3276534,
                  "native_completed": 1789460945.3402321,
                  "inference_frame_completed": 1789460945.347835
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460943.7294421,
            "uptime_s": 78.3,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313742755318474,
                "counts": {
                  "decoded": 767,
                  "selected": 767,
                  "preprocess": 768,
                  "infer": 768,
                  "native": 768,
                  "result": 767,
                  "publisher_submit": 767
                },
                "first_ns": {
                  "decoded": 1313666027045929,
                  "selected": 1313666027070128,
                  "preprocess": 1313666032264198,
                  "infer": 1313666067745921,
                  "native": 1313666087571210,
                  "result": 1313666094118782,
                  "publisher_submit": 1313666095232383
                },
                "last_ns": {
                  "decoded": 1313742673277879,
                  "selected": 1313742673289708,
                  "preprocess": 1313742678870868,
                  "infer": 1313742705919090,
                  "native": 1313742751763571,
                  "result": 1313742697426456,
                  "publisher_submit": 1313742698240167
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    767,
                    78023652503
                  ],
                  "preprocess": [
                    767,
                    78023652503
                  ],
                  "infer": [
                    767,
                    78023652503
                  ],
                  "native": [
                    767,
                    78023652503
                  ],
                  "result": [
                    766,
                    77923652503
                  ],
                  "publisher_submit": [
                    766,
                    77923652503
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "result_work": {
                    "samples": 248,
                    "mean_ms": 4.5485614798387095,
                    "p95_ms": 8.924395,
                    "max_ms": 65.391066
                  },
                  "queue": {
                    "samples": 247,
                    "mean_ms": 5.777996716599191,
                    "p95_ms": 17.308786,
                    "max_ms": 47.543815
                  },
                  "tracking": {
                    "samples": 247,
                    "mean_ms": 0.044376202429149796,
                    "p95_ms": 0.072917,
                    "max_ms": 0.115195
                  },
                  "tracking_cpu": {
                    "samples": 247,
                    "mean_ms": 0.03388293927125506,
                    "p95_ms": 0.055856,
                    "max_ms": 0.101894
                  },
                  "selected_to_preprocess": {
                    "samples": 247,
                    "mean_ms": 5.409620060728745,
                    "p95_ms": 15.995316,
                    "max_ms": 26.658062
                  },
                  "preprocess_to_infer": {
                    "samples": 247,
                    "mean_ms": 32.5259981659919,
                    "p95_ms": 49.925221,
                    "max_ms": 121.764809
                  },
                  "infer_to_native": {
                    "samples": 247,
                    "mean_ms": 25.320692453441296,
                    "p95_ms": 51.413708,
                    "max_ms": 167.898504
                  },
                  "native_to_result": {
                    "samples": 246,
                    "mean_ms": 12.162675056910569,
                    "p95_ms": 30.1503,
                    "max_ms": 77.642682
                  },
                  "result_to_publisher_submit": {
                    "samples": 246,
                    "mean_ms": 1.0482682154471545,
                    "p95_ms": 2.378021,
                    "max_ms": 20.092703
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 767
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 768,
            "per_task_buffers": {
              "det": 768
            },
            "latest": {
              "fn": 767,
              "det": 8,
              "persons": 5,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313742.813525753,
            "entries": 766,
            "length": 100,
            "last": "1789461022027-0",
            "pttl": 9934,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-02",
              "sourceId": "rtsp-test-source-02",
              "serverId": "test-ai",
              "streamId": "web-cam08-test",
              "runId": "dfa80a07-a5fc-4d6a-85e1-3274c52132ba",
              "runGeneration": 1,
              "frameSeq": 767,
              "ptsNs": 78023652503,
              "ingestTimeWallMs": 1789461021925,
              "frameWidth": 1280,
              "frameHeight": 720,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 284302892,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789436943589,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.914290726184845,
                  "bbox": [
                    0.4942626953125,
                    0.36968994140625,
                    0.5311279296875,
                    0.53363037109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9105454087257385,
                  "bbox": [
                    0.6023406982421875,
                    0.3511962890625,
                    0.6574249267578125,
                    0.5867919921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9058233499526978,
                  "bbox": [
                    0.3857269287109375,
                    0.3450927734375,
                    0.4394683837890625,
                    0.6002197265625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8726732134819031,
                  "bbox": [
                    0.7203826904296875,
                    0.348876953125,
                    0.7581329345703125,
                    0.591064453125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "6",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.6864751577377319,
                  "bbox": [
                    0.65460205078125,
                    0.4498291015625,
                    0.68914794921875,
                    0.5355224609375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "9",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.376508504152298,
                  "bbox": [
                    0.6413345336914062,
                    0.46807861328125,
                    0.6604232788085938,
                    0.55633544921875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "10",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.32018327713012695,
                  "bbox": [
                    0.1982421875,
                    0.43286895751953125,
                    0.2138671875,
                    0.45824432373046875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        },
        "rtsp-test-source-03": {
          "at": 1313742.894183093,
          "state": {
            "stream_id": "web-cam01-test",
            "site_id": null,
            "source_type": "rtsp",
            "state": "running",
            "desired_state": "running",
            "observed_state": "running",
            "run_generation": 1,
            "run_id": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
            "roles": {
              "det": {
                "state": "first_frame",
                "required": true,
                "initialized": true,
                "last_frame_at": 1789461022.0689268,
                "source_stage": "native_completed",
                "source_stage_at": 1789461022.1312313,
                "source_stages": {
                  "pipeline_state_changed": 1789460947.5179484,
                  "decoded_frame_received": 1789461022.0541453,
                  "preprocess_output": 1789461022.0715048,
                  "infer_output": 1789461022.092952,
                  "consume_entered": 1789461022.10922,
                  "native_completed": 1789461022.1312313,
                  "inference_frame_completed": 1789461022.0689034
                },
                "stage_counts": {
                  "pipeline_state_changed": 88,
                  "decoded_frame_received": 747,
                  "preprocess_output": 747,
                  "infer_output": 747,
                  "consume_entered": 747,
                  "native_completed": 747,
                  "inference_frame_completed": 746
                },
                "last_error": null,
                "stage_first_at": {
                  "pipeline_state_changed": 1789460946.0984929,
                  "decoded_frame_received": 1789460947.4657261,
                  "preprocess_output": 1789460947.4779425,
                  "infer_output": 1789460947.5069637,
                  "consume_entered": 1789460947.512886,
                  "native_completed": 1789460947.5267632,
                  "inference_frame_completed": 1789460947.533087
                }
              }
            },
            "last_error": null,
            "cleanup_error": null,
            "cleanup_pending": false,
            "restart_pending": false,
            "last_cleanup": null,
            "started_at": 1789460945.956795,
            "uptime_s": 76.2,
            "inference_profile": {
              "roles": [
                "det"
              ],
              "requested_models": {
                "det": "RFDETRMedium"
              },
              "active_models": {
                "det": "RFDETRMedium"
              },
              "degraded_roles": [],
              "score_threshold": 0.5,
              "class_min_confidence": {}
            },
            "metadata_path": {
              "state": "CONNECTED",
              "error": null,
              "display_threshold": 0.25,
              "visual": null,
              "sample_error": null,
              "performance": {
                "analysisFpsTarget": 10.0,
                "sampled_ns": 1313742882395357,
                "counts": {
                  "decoded": 2240,
                  "selected": 747,
                  "preprocess": 747,
                  "sampling_drop": 1493,
                  "infer": 747,
                  "native": 747,
                  "result": 746,
                  "publisher_submit": 746
                },
                "first_ns": {
                  "decoded": 1313668213086321,
                  "selected": 1313668213105477,
                  "preprocess": 1313668225294769,
                  "sampling_drop": 1313668234251547,
                  "infer": 1313668254300218,
                  "native": 1313668274137600,
                  "result": 1313668279959462,
                  "publisher_submit": 1313668280496110
                },
                "last_ns": {
                  "decoded": 1313742880363095,
                  "selected": 1313742801428704,
                  "preprocess": 1313742818850050,
                  "sampling_drop": 1313742880375142,
                  "infer": 1313742840228523,
                  "native": 1313742878604449,
                  "result": 1313742815646213,
                  "publisher_submit": 1313742816292249
                },
                "detail": true,
                "pending_samples": 1,
                "last_frame": {
                  "selected": [
                    2238,
                    75893514339
                  ],
                  "preprocess": [
                    2238,
                    75893514339
                  ],
                  "infer": [
                    2238,
                    75893514339
                  ],
                  "native": [
                    2238,
                    75893514339
                  ],
                  "result": [
                    2235,
                    75793514339
                  ],
                  "publisher_submit": [
                    2235,
                    75793514339
                  ]
                },
                "observation_missed": 2,
                "durations": {
                  "queue": {
                    "samples": 248,
                    "mean_ms": 4.9824562580645155,
                    "p95_ms": 15.327904,
                    "max_ms": 31.565557
                  },
                  "tracking": {
                    "samples": 248,
                    "mean_ms": 0.03844189919354839,
                    "p95_ms": 0.063355,
                    "max_ms": 0.109206
                  },
                  "tracking_cpu": {
                    "samples": 248,
                    "mean_ms": 0.029389826612903226,
                    "p95_ms": 0.048975,
                    "max_ms": 0.094642
                  },
                  "selected_to_preprocess": {
                    "samples": 248,
                    "mean_ms": 4.234058024193549,
                    "p95_ms": 13.512278,
                    "max_ms": 53.313312
                  },
                  "result_work": {
                    "samples": 248,
                    "mean_ms": 3.826626810483871,
                    "p95_ms": 7.027259,
                    "max_ms": 16.271676
                  },
                  "preprocess_to_infer": {
                    "samples": 248,
                    "mean_ms": 37.439492963709675,
                    "p95_ms": 57.588468,
                    "max_ms": 138.96904
                  },
                  "infer_to_native": {
                    "samples": 248,
                    "mean_ms": 31.417524169354838,
                    "p95_ms": 51.221304,
                    "max_ms": 143.80839
                  },
                  "native_to_result": {
                    "samples": 247,
                    "mean_ms": 11.54809831174089,
                    "p95_ms": 24.105013,
                    "max_ms": 173.176918
                  },
                  "result_to_publisher_submit": {
                    "samples": 247,
                    "mean_ms": 0.8050054574898785,
                    "p95_ms": 1.131007,
                    "max_ms": 11.638369
                  }
                },
                "sourceFpsObserved": null,
                "closed": false,
                "tracking_profiles": []
              },
              "queued": 1,
              "events_created": 0,
              "processed": 746
            },
            "scenarios": {
              "active": [],
              "disabled": []
            },
            "zones": [],
            "frames_in_window": 747,
            "per_task_buffers": {
              "det": 747
            },
            "latest": {
              "fn": 2238,
              "det": 8,
              "persons": 6,
              "pose_persons": 0,
              "seg": 0
            }
          },
          "redis": {
            "at": 1313742.894278427,
            "entries": 747,
            "length": 100,
            "last": "1789461022140-0",
            "pttl": 9952,
            "frame": {
              "schemaVersion": "1",
              "cameraId": "rtsp-test-source-03",
              "sourceId": "rtsp-test-source-03",
              "serverId": "test-ai",
              "streamId": "web-cam01-test",
              "runId": "f28e8326-10dc-43cc-bb0b-5345f3b1e484",
              "runGeneration": 1,
              "frameSeq": 2238,
              "ptsNs": 75893514339,
              "ingestTimeWallMs": 1789461022053,
              "frameWidth": 480,
              "frameHeight": 360,
              "coordinateSpace": "SOURCE_FRAME",
              "format": "XYXY",
              "normalized": true,
              "origin": "TOP_LEFT",
              "configVersion": null,
              "frameTime": {
                "anchorId": null,
                "startWallTimeMs": 1789433784668,
                "anchorRtpTimestamp": 0,
                "rtpClockRate": 90000,
                "rtpTimestamp": 4046875316,
                "rtpTimestampExt": null,
                "detectedAtWallMs": 1789478749949,
                "syncStatus": "ESTIMATED",
                "timeSource": "SYNTHETIC_TEST_ANCHOR"
              },
              "objects": [
                {
                  "objectRef": "0",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9226218461990356,
                  "bbox": [
                    0.761474609375,
                    0.36224365234375,
                    0.807861328125,
                    0.53570556640625
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "1",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.9084556102752686,
                  "bbox": [
                    0.3768768310546875,
                    0.29547119140625,
                    0.4199981689453125,
                    0.41156005859375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "2",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8998278379440308,
                  "bbox": [
                    0.5815277099609375,
                    0.32769775390625,
                    0.6196441650390625,
                    0.47357177734375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "3",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8645393252372742,
                  "bbox": [
                    0.47900390625,
                    0.3133544921875,
                    0.52099609375,
                    0.4532470703125
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "4",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.854884684085846,
                  "bbox": [
                    0.6222381591796875,
                    0.328125,
                    0.6599884033203125,
                    0.46435546875
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                },
                {
                  "objectRef": "7",
                  "classId": 0,
                  "modelKey": "RFDETRMedium",
                  "confidence": 0.8297680616378784,
                  "bbox": [
                    0.530120849609375,
                    0.31597900390625,
                    0.560699462890625,
                    0.45941162109375
                  ],
                  "trackId": null,
                  "eventIds": [],
                  "labelText": "person",
                  "color": "#00CC66",
                  "visible": true
                }
              ]
            }
          }
        }
      },
      "publisher": {
        "enabled": true,
        "metrics": {
          "sent": 2402,
          "sent_status": 96,
          "sent_frames": 2306,
          "replaced": 4,
          "queued": 0,
          "queuedBytes": 0,
          "channels": 4,
          "workers": 4,
          "profile": {
            "enabled": true,
            "revision": 1,
            "channels": {
              "d98f4e86d523f201a60f5f03c7a93f284a355b57e3a57ecd305727b2df38a5d2": {
                "counts": {
                  "state_noop": 253,
                  "queued_frame": 253,
                  "sent_frame": 253,
                  "queued_heartbeat": 7,
                  "sent_status": 6,
                  "timeline_evicted": 522
                },
                "timings": {
                  "frame_queue": {
                    "count": 253,
                    "mean_ms": 5.583693542087031,
                    "max_ms": 36.33413487114012,
                    "recent_samples": 253,
                    "recent_p95_ms": 19.24203196540475
                  },
                  "frame_write_wall": {
                    "count": 253,
                    "mean_ms": 9.100573766798417,
                    "max_ms": 67.028965,
                    "recent_samples": 253,
                    "recent_p95_ms": 26.842372
                  },
                  "frame_write_cpu": {
                    "count": 253,
                    "mean_ms": 0.9843585494071146,
                    "max_ms": 2.2324990000000002,
                    "recent_samples": 253,
                    "recent_p95_ms": 1.588912
                  },
                  "frame_completion_lock": {
                    "count": 253,
                    "mean_ms": 0.058300166007905115,
                    "max_ms": 8.007389,
                    "recent_samples": 253,
                    "recent_p95_ms": 0.025162999999999998
                  },
                  "enqueue_gap": {
                    "count": 252,
                    "mean_ms": 99.16554625793648,
                    "max_ms": 258.882813,
                    "recent_samples": 252,
                    "recent_p95_ms": 133.970811
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 6.595078002040585,
                    "max_ms": 15.138176968321204,
                    "recent_samples": 6,
                    "recent_p95_ms": 15.138176968321204
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 3.755708166666667,
                    "max_ms": 9.495316,
                    "recent_samples": 6,
                    "recent_p95_ms": 9.495316
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.8468068333333333,
                    "max_ms": 1.234199,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.234199
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.009366333333333332,
                    "max_ms": 0.010981000000000001,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.010981000000000001
                  }
                }
              },
              "611cea950b4c0a014291720468a3a7f61c5787baa95a374d3b94d4db886bf16b": {
                "counts": {
                  "state_noop": 252,
                  "queued_frame": 252,
                  "sent_frame": 252,
                  "queued_heartbeat": 8,
                  "sent_status": 7,
                  "timeline_evicted": 522
                },
                "timings": {
                  "frame_queue": {
                    "count": 252,
                    "mean_ms": 6.101574816201474,
                    "max_ms": 34.12935417145491,
                    "recent_samples": 252,
                    "recent_p95_ms": 19.6280418895185
                  },
                  "frame_write_wall": {
                    "count": 252,
                    "mean_ms": 11.076220698412694,
                    "max_ms": 33.780488999999996,
                    "recent_samples": 252,
                    "recent_p95_ms": 27.228096999999998
                  },
                  "frame_write_cpu": {
                    "count": 252,
                    "mean_ms": 1.0978834761904768,
                    "max_ms": 2.373748,
                    "recent_samples": 252,
                    "recent_p95_ms": 1.673292
                  },
                  "frame_completion_lock": {
                    "count": 252,
                    "mean_ms": 0.024031408730158747,
                    "max_ms": 2.513738,
                    "recent_samples": 252,
                    "recent_p95_ms": 0.025722
                  },
                  "enqueue_gap": {
                    "count": 251,
                    "mean_ms": 99.60523790438243,
                    "max_ms": 333.02178399999997,
                    "recent_samples": 251,
                    "recent_p95_ms": 164.157632
                  },
                  "status_queue": {
                    "count": 7,
                    "mean_ms": 5.446602091459291,
                    "max_ms": 14.48543113656342,
                    "recent_samples": 7,
                    "recent_p95_ms": 14.48543113656342
                  },
                  "status_write_wall": {
                    "count": 7,
                    "mean_ms": 4.630701999999999,
                    "max_ms": 13.88488,
                    "recent_samples": 7,
                    "recent_p95_ms": 13.88488
                  },
                  "status_write_cpu": {
                    "count": 7,
                    "mean_ms": 0.6735067142857142,
                    "max_ms": 0.845112,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.845112
                  },
                  "status_completion_lock": {
                    "count": 7,
                    "mean_ms": 0.010489571428571428,
                    "max_ms": 0.014987,
                    "recent_samples": 7,
                    "recent_p95_ms": 0.014987
                  }
                }
              },
              "f119ec7770227da23061f13f0bb790b466850dbe16243dbfcb1a0279ab0a1baa": {
                "counts": {
                  "state_noop": 252,
                  "queued_frame": 252,
                  "sent_frame": 252,
                  "queued_heartbeat": 7,
                  "sent_status": 6,
                  "timeline_evicted": 519
                },
                "timings": {
                  "frame_queue": {
                    "count": 252,
                    "mean_ms": 3.6080977066405238,
                    "max_ms": 41.77053296007216,
                    "recent_samples": 252,
                    "recent_p95_ms": 10.388446971774101
                  },
                  "frame_write_wall": {
                    "count": 252,
                    "mean_ms": 5.430507972222221,
                    "max_ms": 47.009828,
                    "recent_samples": 252,
                    "recent_p95_ms": 17.136712
                  },
                  "frame_write_cpu": {
                    "count": 252,
                    "mean_ms": 0.9285158095238093,
                    "max_ms": 2.33336,
                    "recent_samples": 252,
                    "recent_p95_ms": 1.538064
                  },
                  "frame_completion_lock": {
                    "count": 252,
                    "mean_ms": 0.15603986904761896,
                    "max_ms": 34.841402,
                    "recent_samples": 252,
                    "recent_p95_ms": 0.024843
                  },
                  "enqueue_gap": {
                    "count": 251,
                    "mean_ms": 99.39738162549797,
                    "max_ms": 251.223295,
                    "recent_samples": 251,
                    "recent_p95_ms": 128.41502599999998
                  },
                  "status_queue": {
                    "count": 6,
                    "mean_ms": 4.538571500840287,
                    "max_ms": 11.004586005583405,
                    "recent_samples": 6,
                    "recent_p95_ms": 11.004586005583405
                  },
                  "status_write_wall": {
                    "count": 6,
                    "mean_ms": 5.611476666666667,
                    "max_ms": 12.226796,
                    "recent_samples": 6,
                    "recent_p95_ms": 12.226796
                  },
                  "status_write_cpu": {
                    "count": 6,
                    "mean_ms": 0.6714361666666666,
                    "max_ms": 1.10037,
                    "recent_samples": 6,
                    "recent_p95_ms": 1.10037
                  },
                  "status_completion_lock": {
                    "count": 6,
                    "mean_ms": 0.008788666666666665,
                    "max_ms": 0.015555,
                    "recent_samples": 6,
                    "recent_p95_ms": 0.015555
                  }
                }
              },
              "d57cc517767b64098669a8ffc9845f2bae132fb3b0f3a0a1298371fd11f01cc0": {
                "counts": {
                  "queued_heartbeat": 8,
                  "sent_status": 8
                },
                "timings": {
                  "status_queue": {
                    "count": 8,
                    "mean_ms": 0.13193584163673222,
                    "max_ms": 0.2500868868082762,
                    "recent_samples": 8,
                    "recent_p95_ms": 0.2500868868082762
                  },
                  "status_write_wall": {
                    "count": 8,
                    "mean_ms": 8.002030375,
                    "max_ms": 16.295233,
                    "recent_samples": 8,
                    "recent_p95_ms": 16.295233
                  },
                  "status_write_cpu": {
                    "count": 8,
                    "mean_ms": 0.994359875,
                    "max_ms": 1.420723,
                    "recent_samples": 8,
                    "recent_p95_ms": 1.420723
                  },
                  "status_completion_lock": {
                    "count": 8,
                    "mean_ms": 0.010668749999999998,
                    "max_ms": 0.017651,
                    "recent_samples": 8,
                    "recent_p95_ms": 0.017651
                  }
                }
              }
            },
            "timing_scope": "sink_only_v2",
            "timeline_limit_per_channel": 256,
            "replacement_limit_per_channel": 32
          }
        }
      }
    }
  ],
  "resources": [
    {
      "at": 1313718.179454968,
      "cgroup": "/sys/fs/cgroup/system.slice/docker-6f1c7d5c01c10fc4876519171cd27b73f28434e73d1c251a94940b0dbf0616ee.scope",
      "cpu": {
        "usage_usec": 112926899,
        "user_usec": 87228005,
        "system_usec": 25698893,
        "core_sched.force_idle_usec": 0,
        "nr_periods": 0,
        "nr_throttled": 0,
        "throttled_usec": 0,
        "nr_bursts": 0,
        "burst_usec": 0
      },
      "memory": 1259659264,
      "processes": {
        "353974": {
          "comm": "docker-init",
          "status": "Name:\tdocker-init\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t353974\nNgid:\t0\nPid:\t353974\nPPid:\t353945\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t64\nGroups:\t0 \nNStgid:\t353974\t1\nNSpid:\t353974\t1\nNSpgid:\t353974\t1\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    1060 kB\nVmSize:\t    1060 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t     744 kB\nVmRSS:\t     744 kB\nRssAnon:\t      48 kB\nRssFile:\t     696 kB\nRssShmem:\t       0 kB\nVmData:\t     168 kB\nVmStk:\t     136 kB\nVmExe:\t     548 kB\nVmLib:\t       8 kB\nVmPTE:\t      28 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000300000\nSigCgt:\t0000000000000000\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t131\nnonvoluntary_ctxt_switches:\t3\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354120": {
          "comm": "entrypoint.sh",
          "status": "Name:\tentrypoint.sh\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354120\nNgid:\t0\nPid:\t354120\nPPid:\t353974\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354120\t52\nNSpid:\t354120\t52\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    7988 kB\nVmSize:\t    7988 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t    4352 kB\nVmRSS:\t    4352 kB\nRssAnon:\t     880 kB\nRssFile:\t    3472 kB\nRssShmem:\t       0 kB\nVmData:\t     948 kB\nVmStk:\t     136 kB\nVmExe:\t     956 kB\nVmLib:\t    1824 kB\nVmPTE:\t      52 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000010000\nSigIgn:\t0000000000000004\nSigCgt:\t0000000000014002\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t24\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354153": {
          "comm": "tritonserver",
          "status": "Name:\ttritonserver\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354153\nNgid:\t0\nPid:\t354153\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354153\t74\nNSpid:\t354153\t74\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t205806720 kB\nVmSize:\t110316556 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t 1046844 kB\nVmRSS:\t 1033820 kB\nRssAnon:\t  419200 kB\nRssFile:\t  342236 kB\nRssShmem:\t  272384 kB\nVmData:\t 1234244 kB\nVmStk:\t     340 kB\nVmExe:\t   10428 kB\nVmLib:\t  648088 kB\nVmPTE:\t    3660 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t76\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000001004\nSigCgt:\t0000000100004422\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t94\nnonvoluntary_ctxt_switches:\t4\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354391": {
          "comm": "python3",
          "status": "Name:\tpython3\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354391\nNgid:\t0\nPid:\t354391\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354391\t202\nNSpid:\t354391\t202\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t16856720 kB\nVmSize:\t16798384 kB\nVmLck:\t      16 kB\nVmPin:\t       0 kB\nVmHWM:\t  984476 kB\nVmRSS:\t  984476 kB\nRssAnon:\t  449100 kB\nRssFile:\t  475984 kB\nRssShmem:\t   59392 kB\nVmData:\t 2063140 kB\nVmStk:\t     136 kB\nVmExe:\t    2956 kB\nVmLib:\t  947032 kB\nVmPTE:\t    4584 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t130\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000001001004\nSigCgt:\t0000000100004003\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t1737\nnonvoluntary_ctxt_switches:\t65\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "355675": {
          "comm": "sleep",
          "status": "Name:\tsleep\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t355675\nNgid:\t0\nPid:\t355675\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t355675\t409\nNSpid:\t355675\t409\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    5688 kB\nVmSize:\t    5688 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t    2200 kB\nVmRSS:\t    2200 kB\nRssAnon:\t     116 kB\nRssFile:\t    2084 kB\nRssShmem:\t       0 kB\nVmData:\t     224 kB\nVmStk:\t     136 kB\nVmExe:\t      16 kB\nVmLib:\t    1748 kB\nVmPTE:\t      48 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000000006\nSigCgt:\t0000000000000000\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t1\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        }
      },
      "threads": {
        "353974": {
          "pid": 353974,
          "comm": "docker-init",
          "start": "131364918",
          "ticks": 7,
          "runtime_ns": 85763811,
          "runqueue_wait_ns": 159179
        },
        "354120": {
          "pid": 354120,
          "comm": "entrypoint.sh",
          "start": "131364973",
          "ticks": 1,
          "runtime_ns": 24648335,
          "runqueue_wait_ns": 0
        },
        "354153": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364994",
          "ticks": 64,
          "runtime_ns": 644991465,
          "runqueue_wait_ns": 1395203
        },
        "354155": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 216815,
          "runqueue_wait_ns": 0
        },
        "354156": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 74320,
          "runqueue_wait_ns": 0
        },
        "354157": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 140406,
          "runqueue_wait_ns": 0
        },
        "354158": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 141316,
          "runqueue_wait_ns": 0
        },
        "354159": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 166486,
          "runqueue_wait_ns": 0
        },
        "354160": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 56131,
          "runqueue_wait_ns": 0
        },
        "354161": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 121367,
          "runqueue_wait_ns": 0
        },
        "354162": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 53655,
          "runqueue_wait_ns": 0
        },
        "354163": {
          "pid": 354153,
          "comm": "cuda00001400006",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 281715,
          "runqueue_wait_ns": 0
        },
        "354164": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365002",
          "ticks": 0,
          "runtime_ns": 4697538,
          "runqueue_wait_ns": 247554
        },
        "354165": {
          "pid": 354153,
          "comm": "cuda-EvtHandlr",
          "start": "131365002",
          "ticks": 81,
          "runtime_ns": 817254321,
          "runqueue_wait_ns": 226089025
        },
        "354190": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365037",
          "ticks": 2,
          "runtime_ns": 29715342,
          "runqueue_wait_ns": 13034216
        },
        "354196": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 82,
          "runtime_ns": 826727871,
          "runqueue_wait_ns": 2076651
        },
        "354197": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 74,
          "runtime_ns": 748199285,
          "runqueue_wait_ns": 3407257
        },
        "354198": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 67,
          "runtime_ns": 681034319,
          "runqueue_wait_ns": 1102693
        },
        "354199": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 0,
          "runtime_ns": 55999,
          "runqueue_wait_ns": 0
        },
        "354216": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365151",
          "ticks": 0,
          "runtime_ns": 69754,
          "runqueue_wait_ns": 0
        },
        "354217": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365151",
          "ticks": 0,
          "runtime_ns": 129941,
          "runqueue_wait_ns": 0
        },
        "354218": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365180",
          "ticks": 101,
          "runtime_ns": 1027177782,
          "runqueue_wait_ns": 40536398
        },
        "354219": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365180",
          "ticks": 1047,
          "runtime_ns": 10476598816,
          "runqueue_wait_ns": 64986739
        },
        "354232": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 52118,
          "runqueue_wait_ns": 0
        },
        "354233": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 71727,
          "runqueue_wait_ns": 36964
        },
        "354234": {
          "pid": 354153,
          "comm": "MainIOContext",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 4852637,
          "runqueue_wait_ns": 181528
        },
        "354235": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 22,
          "runtime_ns": 224225840,
          "runqueue_wait_ns": 100148446
        },
        "354236": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 19,
          "runtime_ns": 202141232,
          "runqueue_wait_ns": 80031188
        },
        "354237": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 417614,
          "runqueue_wait_ns": 0
        },
        "354238": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 292888,
          "runqueue_wait_ns": 0
        },
        "354239": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 444743,
          "runqueue_wait_ns": 0
        },
        "354240": {
          "pid": 354153,
          "comm": "NvmlTaskRunner",
          "start": "131365207",
          "ticks": 19,
          "runtime_ns": 190656439,
          "runqueue_wait_ns": 5335930
        },
        "354241": {
          "pid": 354153,
          "comm": "cache_mgr_event",
          "start": "131365209",
          "ticks": 0,
          "runtime_ns": 11273248,
          "runqueue_wait_ns": 2733229
        },
        "354243": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 21,
          "runtime_ns": 219992098,
          "runqueue_wait_ns": 97974287
        },
        "354244": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 19,
          "runtime_ns": 202019440,
          "runqueue_wait_ns": 101993246
        },
        "354245": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 0,
          "runtime_ns": 738754,
          "runqueue_wait_ns": 19824
        },
        "354246": {
          "pid": 354153,
          "comm": "cache_mgr_main",
          "start": "131365210",
          "ticks": 1,
          "runtime_ns": 13337697,
          "runqueue_wait_ns": 3165416
        },
        "354247": {
          "pid": 354153,
          "comm": "sysev_thread",
          "start": "131365210",
          "ticks": 0,
          "runtime_ns": 6943965,
          "runqueue_wait_ns": 5471647
        },
        "354248": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365212",
          "ticks": 13,
          "runtime_ns": 141217264,
          "runqueue_wait_ns": 1365095
        },
        "354249": {
          "pid": 354153,
          "comm": "default-executo",
          "start": "131365212",
          "ticks": 18,
          "runtime_ns": 186307414,
          "runqueue_wait_ns": 1245239
        },
        "354250": {
          "pid": 354153,
          "comm": "resolver-execut",
          "start": "131365212",
          "ticks": 0,
          "runtime_ns": 132374,
          "runqueue_wait_ns": 0
        },
        "354251": {
          "pid": 354153,
          "comm": "grpc_global_tim",
          "start": "131365212",
          "ticks": 0,
          "runtime_ns": 4071410,
          "runqueue_wait_ns": 885717
        },
        "354252": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 652993,
          "runqueue_wait_ns": 0
        },
        "354253": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 558531,
          "runqueue_wait_ns": 0
        },
        "354254": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 654810,
          "runqueue_wait_ns": 0
        },
        "354255": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 374397,
          "runqueue_wait_ns": 0
        },
        "354256": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 493249,
          "runqueue_wait_ns": 0
        },
        "354257": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 956615,
          "runqueue_wait_ns": 0
        },
        "354258": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 742907,
          "runqueue_wait_ns": 0
        },
        "354259": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 437463,
          "runqueue_wait_ns": 0
        },
        "354260": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 401222,
          "runqueue_wait_ns": 0
        },
        "354261": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 582262,
          "runqueue_wait_ns": 0
        },
        "354262": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 317928,
          "runqueue_wait_ns": 0
        },
        "354263": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 450274,
          "runqueue_wait_ns": 0
        },
        "354264": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 435575,
          "runqueue_wait_ns": 0
        },
        "354265": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 720505,
          "runqueue_wait_ns": 0
        },
        "354266": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 450203,
          "runqueue_wait_ns": 0
        },
        "354267": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 639185,
          "runqueue_wait_ns": 0
        },
        "354268": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 439788,
          "runqueue_wait_ns": 0
        },
        "354269": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 342636,
          "runqueue_wait_ns": 6618
        },
        "354270": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 267050,
          "runqueue_wait_ns": 0
        },
        "354271": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 287002,
          "runqueue_wait_ns": 0
        },
        "354272": {
          "pid": 354153,
          "comm": "timer_manager",
          "start": "131365213",
          "ticks": 5,
          "runtime_ns": 59555250,
          "runqueue_wait_ns": 21446715
        },
        "354273": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 287,
          "runtime_ns": 2883610239,
          "runqueue_wait_ns": 104284142
        },
        "354274": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 421,
          "runtime_ns": 4213794945,
          "runqueue_wait_ns": 163151055
        },
        "354275": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 436,
          "runtime_ns": 4362066674,
          "runqueue_wait_ns": 187453510
        },
        "354276": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 297,
          "runtime_ns": 2979488963,
          "runqueue_wait_ns": 100737875
        },
        "354277": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 164002,
          "runqueue_wait_ns": 32491
        },
        "354278": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 325104,
          "runqueue_wait_ns": 0
        },
        "354279": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365214",
          "ticks": 0,
          "runtime_ns": 198271,
          "runqueue_wait_ns": 0
        },
        "354281": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365215",
          "ticks": 0,
          "runtime_ns": 153647,
          "runqueue_wait_ns": 0
        },
        "354282": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365215",
          "ticks": 0,
          "runtime_ns": 312825,
          "runqueue_wait_ns": 0
        },
        "354283": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365216",
          "ticks": 0,
          "runtime_ns": 144956,
          "runqueue_wait_ns": 0
        },
        "354284": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365216",
          "ticks": 0,
          "runtime_ns": 180472,
          "runqueue_wait_ns": 0
        },
        "354285": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 140642,
          "runqueue_wait_ns": 0
        },
        "354286": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 122329,
          "runqueue_wait_ns": 0
        },
        "354287": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 173560,
          "runqueue_wait_ns": 0
        },
        "354288": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365218",
          "ticks": 0,
          "runtime_ns": 31361,
          "runqueue_wait_ns": 0
        },
        "354391": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365456",
          "ticks": 424,
          "runtime_ns": 4249433721,
          "runqueue_wait_ns": 19421387
        },
        "354453": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 4463506,
          "runqueue_wait_ns": 102889
        },
        "354455": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 123049,
          "runqueue_wait_ns": 0
        },
        "354457": {
          "pid": 354391,
          "comm": "resolver-execut",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 99202,
          "runqueue_wait_ns": 0
        },
        "354460": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 6179090,
          "runqueue_wait_ns": 887789
        },
        "354463": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 3380981,
          "runqueue_wait_ns": 69732
        },
        "354465": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 13248855,
          "runqueue_wait_ns": 5802213
        },
        "354468": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1662986,
          "runqueue_wait_ns": 1058890
        },
        "354470": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1786084,
          "runqueue_wait_ns": 1019530
        },
        "354472": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 3165640,
          "runqueue_wait_ns": 38547
        },
        "354474": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1923583,
          "runqueue_wait_ns": 193927
        },
        "354476": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1898211,
          "runqueue_wait_ns": 161314
        },
        "354479": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1659433,
          "runqueue_wait_ns": 228800
        },
        "354481": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1520229,
          "runqueue_wait_ns": 378511
        },
        "354482": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 3975472,
          "runqueue_wait_ns": 384530
        },
        "354484": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1809677,
          "runqueue_wait_ns": 1822965
        },
        "354486": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1861106,
          "runqueue_wait_ns": 38975
        },
        "354488": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1361641,
          "runqueue_wait_ns": 35423
        },
        "354490": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1897357,
          "runqueue_wait_ns": 10012
        },
        "354491": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1445918,
          "runqueue_wait_ns": 2458714
        },
        "354493": {
          "pid": 354391,
          "comm": "lifeguard",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 3612236,
          "runqueue_wait_ns": 1363987
        },
        "354503": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365606",
          "ticks": 0,
          "runtime_ns": 546260,
          "runqueue_wait_ns": 0
        },
        "354527": {
          "pid": 354391,
          "comm": "cuda0000380000f",
          "start": "131365627",
          "ticks": 0,
          "runtime_ns": 302976,
          "runqueue_wait_ns": 0
        },
        "354529": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365648",
          "ticks": 0,
          "runtime_ns": 10128817,
          "runqueue_wait_ns": 0
        },
        "354547": {
          "pid": 354391,
          "comm": "libusb_event",
          "start": "131365777",
          "ticks": 0,
          "runtime_ns": 82578,
          "runqueue_wait_ns": 0
        },
        "354548": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365778",
          "ticks": 1,
          "runtime_ns": 23733488,
          "runqueue_wait_ns": 2261696
        },
        "354549": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365779",
          "ticks": 1,
          "runtime_ns": 19457546,
          "runqueue_wait_ns": 3147684
        },
        "354565": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 19,
          "runtime_ns": 200171923,
          "runqueue_wait_ns": 34757732
        },
        "354566": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 73,
          "runtime_ns": 744302223,
          "runqueue_wait_ns": 47086699
        },
        "354567": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 66,
          "runtime_ns": 670279180,
          "runqueue_wait_ns": 43384144
        },
        "354568": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 73,
          "runtime_ns": 739348051,
          "runqueue_wait_ns": 54324232
        },
        "354571": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365830",
          "ticks": 0,
          "runtime_ns": 419520,
          "runqueue_wait_ns": 0
        },
        "354716": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366054",
          "ticks": 0,
          "runtime_ns": 7193116,
          "runqueue_wait_ns": 2786890
        },
        "354741": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366133",
          "ticks": 12,
          "runtime_ns": 133195555,
          "runqueue_wait_ns": 2380237
        },
        "354743": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 213,
          "runtime_ns": 2137242505,
          "runqueue_wait_ns": 25130639
        },
        "354744": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 0,
          "runtime_ns": 10500940,
          "runqueue_wait_ns": 0
        },
        "354745": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 0,
          "runtime_ns": 1928204,
          "runqueue_wait_ns": 0
        },
        "354746": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 19,
          "runtime_ns": 195809655,
          "runqueue_wait_ns": 36780268
        },
        "354747": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366142",
          "ticks": 42,
          "runtime_ns": 433573519,
          "runqueue_wait_ns": 1304868
        },
        "354748": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366143",
          "ticks": 0,
          "runtime_ns": 3786364,
          "runqueue_wait_ns": 443113
        },
        "354749": {
          "pid": 354391,
          "comm": "cuda-EvtHandlr",
          "start": "131366143",
          "ticks": 114,
          "runtime_ns": 1148886028,
          "runqueue_wait_ns": 229369388
        },
        "354750": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366176",
          "ticks": 1,
          "runtime_ns": 22296890,
          "runqueue_wait_ns": 11577928
        },
        "354751": {
          "pid": 354391,
          "comm": "pool-spawner",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 4406775,
          "runqueue_wait_ns": 0
        },
        "354752": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131366176",
          "ticks": 39,
          "runtime_ns": 403244994,
          "runqueue_wait_ns": 4065344
        },
        "354753": {
          "pid": 354391,
          "comm": "resolver-execut",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 285872,
          "runqueue_wait_ns": 0
        },
        "354754": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 5088015,
          "runqueue_wait_ns": 131432
        },
        "354755": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 439314,
          "runqueue_wait_ns": 0
        },
        "354756": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 725112,
          "runqueue_wait_ns": 0
        },
        "354757": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 647129,
          "runqueue_wait_ns": 0
        },
        "354758": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 555020,
          "runqueue_wait_ns": 0
        },
        "354759": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 486222,
          "runqueue_wait_ns": 0
        },
        "354760": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 515566,
          "runqueue_wait_ns": 0
        },
        "354761": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 569164,
          "runqueue_wait_ns": 0
        },
        "354762": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 548809,
          "runqueue_wait_ns": 0
        },
        "354763": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 359782,
          "runqueue_wait_ns": 0
        },
        "354764": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 506506,
          "runqueue_wait_ns": 0
        },
        "354765": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 440774,
          "runqueue_wait_ns": 0
        },
        "354766": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 472554,
          "runqueue_wait_ns": 0
        },
        "354767": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 399886,
          "runqueue_wait_ns": 0
        },
        "354768": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 436435,
          "runqueue_wait_ns": 0
        },
        "354769": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 383803,
          "runqueue_wait_ns": 0
        },
        "354770": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 328831,
          "runqueue_wait_ns": 25787
        },
        "354771": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 293597,
          "runqueue_wait_ns": 0
        },
        "354772": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 322406,
          "runqueue_wait_ns": 0
        },
        "354773": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 342433,
          "runqueue_wait_ns": 0
        },
        "354774": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 481593,
          "runqueue_wait_ns": 0
        },
        "354775": {
          "pid": 354391,
          "comm": "timer_manager",
          "start": "131366177",
          "ticks": 7,
          "runtime_ns": 77175614,
          "runqueue_wait_ns": 19114197
        },
        "354776": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366178",
          "ticks": 113,
          "runtime_ns": 1147498897,
          "runqueue_wait_ns": 39200116
        },
        "354777": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366195",
          "ticks": 4,
          "runtime_ns": 46141126,
          "runqueue_wait_ns": 7168923
        },
        "354778": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366195",
          "ticks": 3,
          "runtime_ns": 40331127,
          "runqueue_wait_ns": 9108718
        },
        "354779": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366195",
          "ticks": 1052,
          "runtime_ns": 10526944814,
          "runqueue_wait_ns": 76437758
        },
        "354780": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366195",
          "ticks": 680,
          "runtime_ns": 6811098132,
          "runqueue_wait_ns": 40084881
        },
        "354781": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366195",
          "ticks": 13,
          "runtime_ns": 141602804,
          "runqueue_wait_ns": 8414499
        },
        "354782": {
          "pid": 354391,
          "comm": "task0",
          "start": "131366195",
          "ticks": 82,
          "runtime_ns": 835426116,
          "runqueue_wait_ns": 33653990
        },
        "354783": {
          "pid": 354391,
          "comm": "gmain",
          "start": "131366197",
          "ticks": 0,
          "runtime_ns": 312186,
          "runqueue_wait_ns": 0
        },
        "354784": {
          "pid": 354391,
          "comm": "dconf worker",
          "start": "131366197",
          "ticks": 0,
          "runtime_ns": 6048184,
          "runqueue_wait_ns": 0
        },
        "354785": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366199",
          "ticks": 28,
          "runtime_ns": 283583154,
          "runqueue_wait_ns": 25424800
        },
        "354787": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366199",
          "ticks": 0,
          "runtime_ns": 7551605,
          "runqueue_wait_ns": 3212302
        },
        "354788": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366209",
          "ticks": 0,
          "runtime_ns": 2423439,
          "runqueue_wait_ns": 0
        },
        "354789": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366209",
          "ticks": 60,
          "runtime_ns": 611193772,
          "runqueue_wait_ns": 130615381
        },
        "354793": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366308",
          "ticks": 44,
          "runtime_ns": 455291508,
          "runqueue_wait_ns": 25513092
        },
        "354794": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366312",
          "ticks": 17,
          "runtime_ns": 181337963,
          "runqueue_wait_ns": 78230189
        },
        "354795": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366312",
          "ticks": 23,
          "runtime_ns": 236461218,
          "runqueue_wait_ns": 88347445
        },
        "354796": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366314",
          "ticks": 1,
          "runtime_ns": 12437251,
          "runqueue_wait_ns": 2873714
        },
        "354797": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366317",
          "ticks": 588,
          "runtime_ns": 5896025316,
          "runqueue_wait_ns": 43300874
        },
        "354798": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366317",
          "ticks": 107,
          "runtime_ns": 1079750431,
          "runqueue_wait_ns": 20823846
        },
        "354799": {
          "pid": 354391,
          "comm": "nvv4l2decoder0:",
          "start": "131366317",
          "ticks": 10,
          "runtime_ns": 114995322,
          "runqueue_wait_ns": 30935131
        },
        "354852": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366448",
          "ticks": 209,
          "runtime_ns": 2108093270,
          "runqueue_wait_ns": 29532056
        },
        "354853": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366448",
          "ticks": 0,
          "runtime_ns": 9926976,
          "runqueue_wait_ns": 0
        },
        "354854": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366449",
          "ticks": 0,
          "runtime_ns": 1823721,
          "runqueue_wait_ns": 0
        },
        "354855": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366449",
          "ticks": 17,
          "runtime_ns": 181856264,
          "runqueue_wait_ns": 27846003
        },
        "354856": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366450",
          "ticks": 1,
          "runtime_ns": 24328870,
          "runqueue_wait_ns": 0
        },
        "354857": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366451",
          "ticks": 108,
          "runtime_ns": 1083438413,
          "runqueue_wait_ns": 38971734
        },
        "354858": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366453",
          "ticks": 3,
          "runtime_ns": 45292033,
          "runqueue_wait_ns": 7305062
        },
        "354859": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366453",
          "ticks": 3,
          "runtime_ns": 39901296,
          "runqueue_wait_ns": 3995034
        },
        "354860": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366453",
          "ticks": 964,
          "runtime_ns": 9657359899,
          "runqueue_wait_ns": 92593066
        },
        "354861": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366454",
          "ticks": 8,
          "runtime_ns": 97414608,
          "runqueue_wait_ns": 2769467
        },
        "354862": {
          "pid": 354391,
          "comm": "task7",
          "start": "131366454",
          "ticks": 80,
          "runtime_ns": 808675243,
          "runqueue_wait_ns": 12299219
        },
        "354863": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366454",
          "ticks": 53,
          "runtime_ns": 537652633,
          "runqueue_wait_ns": 14096336
        },
        "354871": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366556",
          "ticks": 0,
          "runtime_ns": 6246506,
          "runqueue_wait_ns": 40820
        },
        "354872": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366556",
          "ticks": 0,
          "runtime_ns": 252512,
          "runqueue_wait_ns": 0
        },
        "354873": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366556",
          "ticks": 19,
          "runtime_ns": 194572465,
          "runqueue_wait_ns": 3056352
        },
        "354874": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366557",
          "ticks": 16,
          "runtime_ns": 174226399,
          "runqueue_wait_ns": 3825901
        },
        "354875": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366562",
          "ticks": 11,
          "runtime_ns": 119185965,
          "runqueue_wait_ns": 10061830
        },
        "354876": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366562",
          "ticks": 15,
          "runtime_ns": 161242330,
          "runqueue_wait_ns": 7322533
        },
        "354877": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366565",
          "ticks": 622,
          "runtime_ns": 6226109375,
          "runqueue_wait_ns": 59903238
        },
        "354878": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366566",
          "ticks": 88,
          "runtime_ns": 897660716,
          "runqueue_wait_ns": 11816110
        },
        "354879": {
          "pid": 354391,
          "comm": "nvv4l2decoder1:",
          "start": "131366566",
          "ticks": 7,
          "runtime_ns": 83069240,
          "runqueue_wait_ns": 1773956
        },
        "354904": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366676",
          "ticks": 1,
          "runtime_ns": 11167034,
          "runqueue_wait_ns": 181647
        },
        "354905": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 195,
          "runtime_ns": 1963571580,
          "runqueue_wait_ns": 22779812
        },
        "354906": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 1,
          "runtime_ns": 12930828,
          "runqueue_wait_ns": 247363
        },
        "354907": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 0,
          "runtime_ns": 2103866,
          "runqueue_wait_ns": 17362
        },
        "354908": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 16,
          "runtime_ns": 172185225,
          "runqueue_wait_ns": 38814611
        },
        "354909": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366683",
          "ticks": 1,
          "runtime_ns": 25062675,
          "runqueue_wait_ns": 155798
        },
        "354910": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366684",
          "ticks": 93,
          "runtime_ns": 938942611,
          "runqueue_wait_ns": 16346644
        },
        "354911": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366686",
          "ticks": 2,
          "runtime_ns": 36762306,
          "runqueue_wait_ns": 13160463
        },
        "354912": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366686",
          "ticks": 3,
          "runtime_ns": 33270525,
          "runqueue_wait_ns": 187402
        },
        "354913": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366686",
          "ticks": 890,
          "runtime_ns": 8910799936,
          "runqueue_wait_ns": 49682821
        },
        "354914": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366687",
          "ticks": 9,
          "runtime_ns": 104423960,
          "runqueue_wait_ns": 8432554
        },
        "354915": {
          "pid": 354391,
          "comm": "task14",
          "start": "131366687",
          "ticks": 62,
          "runtime_ns": 628760901,
          "runqueue_wait_ns": 8451005
        },
        "354916": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366687",
          "ticks": 49,
          "runtime_ns": 499923435,
          "runqueue_wait_ns": 9619394
        },
        "354917": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366790",
          "ticks": 0,
          "runtime_ns": 8555866,
          "runqueue_wait_ns": 0
        },
        "354918": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366796",
          "ticks": 0,
          "runtime_ns": 175271,
          "runqueue_wait_ns": 0
        },
        "354919": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366796",
          "ticks": 39,
          "runtime_ns": 403618485,
          "runqueue_wait_ns": 9831821
        },
        "354920": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366796",
          "ticks": 38,
          "runtime_ns": 392347256,
          "runqueue_wait_ns": 14101493
        },
        "354921": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366800",
          "ticks": 39,
          "runtime_ns": 399179599,
          "runqueue_wait_ns": 58629235
        },
        "354922": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366800",
          "ticks": 35,
          "runtime_ns": 355574446,
          "runqueue_wait_ns": 49022218
        },
        "354924": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366805",
          "ticks": 234,
          "runtime_ns": 2349358195,
          "runqueue_wait_ns": 29724446
        },
        "354925": {
          "pid": 354391,
          "comm": "nvv4l2decoder2:",
          "start": "131366805",
          "ticks": 17,
          "runtime_ns": 189040800,
          "runqueue_wait_ns": 22890486
        },
        "354977": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131367311",
          "ticks": 37,
          "runtime_ns": 379353059,
          "runqueue_wait_ns": 9267768
        },
        "355675": {
          "pid": 355675,
          "comm": "sleep",
          "start": "131371458",
          "ticks": 0,
          "runtime_ns": 3340773,
          "runqueue_wait_ns": 0
        }
      },
      "mem_available": 20746260480,
      "gpu": [
        [
          5001,
          49140,
          32
        ]
      ],
      "ticks_per_second": 100
    },
    {
      "at": 1313743.020108654,
      "cgroup": "/sys/fs/cgroup/system.slice/docker-6f1c7d5c01c10fc4876519171cd27b73f28434e73d1c251a94940b0dbf0616ee.scope",
      "cpu": {
        "usage_usec": 163474017,
        "user_usec": 128057940,
        "system_usec": 35416076,
        "core_sched.force_idle_usec": 0,
        "nr_periods": 0,
        "nr_throttled": 0,
        "throttled_usec": 0,
        "nr_bursts": 0,
        "burst_usec": 0
      },
      "memory": 1260363776,
      "processes": {
        "353974": {
          "comm": "docker-init",
          "status": "Name:\tdocker-init\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t353974\nNgid:\t0\nPid:\t353974\nPPid:\t353945\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t64\nGroups:\t0 \nNStgid:\t353974\t1\nNSpid:\t353974\t1\nNSpgid:\t353974\t1\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    1060 kB\nVmSize:\t    1060 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t     744 kB\nVmRSS:\t     744 kB\nRssAnon:\t      48 kB\nRssFile:\t     696 kB\nRssShmem:\t       0 kB\nVmData:\t     168 kB\nVmStk:\t     136 kB\nVmExe:\t     548 kB\nVmLib:\t       8 kB\nVmPTE:\t      28 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000300000\nSigCgt:\t0000000000000000\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t156\nnonvoluntary_ctxt_switches:\t3\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354120": {
          "comm": "entrypoint.sh",
          "status": "Name:\tentrypoint.sh\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354120\nNgid:\t0\nPid:\t354120\nPPid:\t353974\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354120\t52\nNSpid:\t354120\t52\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    7988 kB\nVmSize:\t    7988 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t    4352 kB\nVmRSS:\t    4352 kB\nRssAnon:\t     880 kB\nRssFile:\t    3472 kB\nRssShmem:\t       0 kB\nVmData:\t     948 kB\nVmStk:\t     136 kB\nVmExe:\t     956 kB\nVmLib:\t    1824 kB\nVmPTE:\t      52 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000010000\nSigIgn:\t0000000000000004\nSigCgt:\t0000000000014002\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t26\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354153": {
          "comm": "tritonserver",
          "status": "Name:\ttritonserver\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354153\nNgid:\t0\nPid:\t354153\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354153\t74\nNSpid:\t354153\t74\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t205806720 kB\nVmSize:\t110316556 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t 1047084 kB\nVmRSS:\t 1026720 kB\nRssAnon:\t  412100 kB\nRssFile:\t  342236 kB\nRssShmem:\t  272384 kB\nVmData:\t 1234872 kB\nVmStk:\t     340 kB\nVmExe:\t   10428 kB\nVmLib:\t  648088 kB\nVmPTE:\t    3660 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t76\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000001004\nSigCgt:\t0000000100004422\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t94\nnonvoluntary_ctxt_switches:\t4\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "354391": {
          "comm": "python3",
          "status": "Name:\tpython3\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t354391\nNgid:\t0\nPid:\t354391\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t354391\t202\nNSpid:\t354391\t202\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t16856720 kB\nVmSize:\t16803472 kB\nVmLck:\t      16 kB\nVmPin:\t       0 kB\nVmHWM:\t  989584 kB\nVmRSS:\t  989584 kB\nRssAnon:\t  454208 kB\nRssFile:\t  475984 kB\nRssShmem:\t   59392 kB\nVmData:\t 2068764 kB\nVmStk:\t     136 kB\nVmExe:\t    2956 kB\nVmLib:\t  947032 kB\nVmPTE:\t    4596 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t130\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000001001004\nSigCgt:\t0000000100004003\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t3279\nnonvoluntary_ctxt_switches:\t84\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        },
        "356227": {
          "comm": "sleep",
          "status": "Name:\tsleep\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t356227\nNgid:\t0\nPid:\t356227\nPPid:\t354120\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t356227\t417\nNSpid:\t356227\t417\nNSpgid:\t354120\t52\nNSsid:\t353974\t1\nKthread:\t0\nVmPeak:\t    5688 kB\nVmSize:\t    5688 kB\nVmLck:\t       0 kB\nVmPin:\t       0 kB\nVmHWM:\t    2060 kB\nVmRSS:\t    2060 kB\nRssAnon:\t     116 kB\nRssFile:\t    1944 kB\nRssShmem:\t       0 kB\nVmData:\t     224 kB\nVmStk:\t     136 kB\nVmExe:\t      16 kB\nVmLib:\t    1748 kB\nVmPTE:\t      48 kB\nVmSwap:\t       0 kB\nHugetlbPages:\t       0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t1\nSigQ:\t1/156236\nSigPnd:\t0000000000000000\nShdPnd:\t0000000000000000\nSigBlk:\t0000000000000000\nSigIgn:\t0000000000000006\nSigCgt:\t0000000000000000\nCapInh:\t0000000000000000\nCapPrm:\t00000000a98425fb\nCapEff:\t00000000a98425fb\nCapBnd:\t00000000a98425fb\nCapAmb:\t0000000000000000\nNoNewPrivs:\t0\nSeccomp:\t2\nSeccomp_filters:\t1\nSpeculation_Store_Bypass:\tvulnerable\nSpeculationIndirectBranch:\talways enabled\nCpus_allowed:\tfffff\nCpus_allowed_list:\t0-19\nMems_allowed:\t00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001\nMems_allowed_list:\t0\nvoluntary_ctxt_switches:\t1\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n"
        }
      },
      "threads": {
        "353974": {
          "pid": 353974,
          "comm": "docker-init",
          "start": "131364918",
          "ticks": 7,
          "runtime_ns": 86845046,
          "runqueue_wait_ns": 159179
        },
        "354120": {
          "pid": 354120,
          "comm": "entrypoint.sh",
          "start": "131364973",
          "ticks": 1,
          "runtime_ns": 27401247,
          "runqueue_wait_ns": 0
        },
        "354153": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364994",
          "ticks": 64,
          "runtime_ns": 644991465,
          "runqueue_wait_ns": 1395203
        },
        "354155": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 216815,
          "runqueue_wait_ns": 0
        },
        "354156": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 74320,
          "runqueue_wait_ns": 0
        },
        "354157": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 140406,
          "runqueue_wait_ns": 0
        },
        "354158": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 141316,
          "runqueue_wait_ns": 0
        },
        "354159": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 166486,
          "runqueue_wait_ns": 0
        },
        "354160": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 56131,
          "runqueue_wait_ns": 0
        },
        "354161": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 121367,
          "runqueue_wait_ns": 0
        },
        "354162": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 53655,
          "runqueue_wait_ns": 0
        },
        "354163": {
          "pid": 354153,
          "comm": "cuda00001400006",
          "start": "131364997",
          "ticks": 0,
          "runtime_ns": 281715,
          "runqueue_wait_ns": 0
        },
        "354164": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365002",
          "ticks": 0,
          "runtime_ns": 6104037,
          "runqueue_wait_ns": 348664
        },
        "354165": {
          "pid": 354153,
          "comm": "cuda-EvtHandlr",
          "start": "131365002",
          "ticks": 118,
          "runtime_ns": 1193433175,
          "runqueue_wait_ns": 379534089
        },
        "354190": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365037",
          "ticks": 3,
          "runtime_ns": 40442926,
          "runqueue_wait_ns": 16648860
        },
        "354196": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 82,
          "runtime_ns": 826727871,
          "runqueue_wait_ns": 2076651
        },
        "354197": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 74,
          "runtime_ns": 748199285,
          "runqueue_wait_ns": 3407257
        },
        "354198": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 67,
          "runtime_ns": 681034319,
          "runqueue_wait_ns": 1102693
        },
        "354199": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365055",
          "ticks": 0,
          "runtime_ns": 55999,
          "runqueue_wait_ns": 0
        },
        "354216": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365151",
          "ticks": 0,
          "runtime_ns": 69754,
          "runqueue_wait_ns": 0
        },
        "354217": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365151",
          "ticks": 0,
          "runtime_ns": 129941,
          "runqueue_wait_ns": 0
        },
        "354218": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365180",
          "ticks": 151,
          "runtime_ns": 1521066906,
          "runqueue_wait_ns": 53119960
        },
        "354219": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365180",
          "ticks": 1565,
          "runtime_ns": 15661770170,
          "runqueue_wait_ns": 102975085
        },
        "354232": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 52118,
          "runqueue_wait_ns": 0
        },
        "354233": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 71727,
          "runqueue_wait_ns": 36964
        },
        "354234": {
          "pid": 354153,
          "comm": "MainIOContext",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 6779063,
          "runqueue_wait_ns": 1070954
        },
        "354235": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 30,
          "runtime_ns": 308114206,
          "runqueue_wait_ns": 137875397
        },
        "354236": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 27,
          "runtime_ns": 279333533,
          "runqueue_wait_ns": 112788449
        },
        "354237": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 417614,
          "runqueue_wait_ns": 0
        },
        "354238": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 292888,
          "runqueue_wait_ns": 0
        },
        "354239": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365205",
          "ticks": 0,
          "runtime_ns": 444743,
          "runqueue_wait_ns": 0
        },
        "354240": {
          "pid": 354153,
          "comm": "NvmlTaskRunner",
          "start": "131365207",
          "ticks": 25,
          "runtime_ns": 261744658,
          "runqueue_wait_ns": 5435139
        },
        "354241": {
          "pid": 354153,
          "comm": "cache_mgr_event",
          "start": "131365209",
          "ticks": 1,
          "runtime_ns": 15242764,
          "runqueue_wait_ns": 2733229
        },
        "354243": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 29,
          "runtime_ns": 301093773,
          "runqueue_wait_ns": 144564235
        },
        "354244": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 27,
          "runtime_ns": 277746863,
          "runqueue_wait_ns": 145794340
        },
        "354245": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365210",
          "ticks": 0,
          "runtime_ns": 794557,
          "runqueue_wait_ns": 19824
        },
        "354246": {
          "pid": 354153,
          "comm": "cache_mgr_main",
          "start": "131365210",
          "ticks": 1,
          "runtime_ns": 18616765,
          "runqueue_wait_ns": 3207997
        },
        "354247": {
          "pid": 354153,
          "comm": "sysev_thread",
          "start": "131365210",
          "ticks": 0,
          "runtime_ns": 9482573,
          "runqueue_wait_ns": 5471647
        },
        "354248": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365212",
          "ticks": 18,
          "runtime_ns": 191329007,
          "runqueue_wait_ns": 1365095
        },
        "354249": {
          "pid": 354153,
          "comm": "default-executo",
          "start": "131365212",
          "ticks": 27,
          "runtime_ns": 279948046,
          "runqueue_wait_ns": 3697490
        },
        "354250": {
          "pid": 354153,
          "comm": "resolver-execut",
          "start": "131365212",
          "ticks": 0,
          "runtime_ns": 132374,
          "runqueue_wait_ns": 0
        },
        "354251": {
          "pid": 354153,
          "comm": "grpc_global_tim",
          "start": "131365212",
          "ticks": 0,
          "runtime_ns": 5638677,
          "runqueue_wait_ns": 904489
        },
        "354252": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 652993,
          "runqueue_wait_ns": 0
        },
        "354253": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 558531,
          "runqueue_wait_ns": 0
        },
        "354254": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 654810,
          "runqueue_wait_ns": 0
        },
        "354255": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 374397,
          "runqueue_wait_ns": 0
        },
        "354256": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 493249,
          "runqueue_wait_ns": 0
        },
        "354257": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 956615,
          "runqueue_wait_ns": 0
        },
        "354258": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 742907,
          "runqueue_wait_ns": 0
        },
        "354259": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 716852,
          "runqueue_wait_ns": 0
        },
        "354260": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 460326,
          "runqueue_wait_ns": 0
        },
        "354261": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 628061,
          "runqueue_wait_ns": 0
        },
        "354262": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 446495,
          "runqueue_wait_ns": 0
        },
        "354263": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 820196,
          "runqueue_wait_ns": 0
        },
        "354264": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 625139,
          "runqueue_wait_ns": 0
        },
        "354265": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 775939,
          "runqueue_wait_ns": 0
        },
        "354266": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 886892,
          "runqueue_wait_ns": 42904
        },
        "354267": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 831124,
          "runqueue_wait_ns": 0
        },
        "354268": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 543613,
          "runqueue_wait_ns": 0
        },
        "354269": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 563381,
          "runqueue_wait_ns": 6618
        },
        "354270": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 267050,
          "runqueue_wait_ns": 0
        },
        "354271": {
          "pid": 354153,
          "comm": "event_engine",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 287002,
          "runqueue_wait_ns": 0
        },
        "354272": {
          "pid": 354153,
          "comm": "timer_manager",
          "start": "131365213",
          "ticks": 9,
          "runtime_ns": 98572554,
          "runqueue_wait_ns": 30082117
        },
        "354273": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 412,
          "runtime_ns": 4130215720,
          "runqueue_wait_ns": 168724684
        },
        "354274": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 631,
          "runtime_ns": 6323836988,
          "runqueue_wait_ns": 263013475
        },
        "354275": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 647,
          "runtime_ns": 6489267615,
          "runqueue_wait_ns": 280674569
        },
        "354276": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 438,
          "runtime_ns": 4392309618,
          "runqueue_wait_ns": 168815920
        },
        "354277": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 164002,
          "runqueue_wait_ns": 32491
        },
        "354278": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365213",
          "ticks": 0,
          "runtime_ns": 325104,
          "runqueue_wait_ns": 0
        },
        "354279": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365214",
          "ticks": 0,
          "runtime_ns": 198271,
          "runqueue_wait_ns": 0
        },
        "354281": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365215",
          "ticks": 0,
          "runtime_ns": 153647,
          "runqueue_wait_ns": 0
        },
        "354282": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365215",
          "ticks": 0,
          "runtime_ns": 312825,
          "runqueue_wait_ns": 0
        },
        "354283": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365216",
          "ticks": 0,
          "runtime_ns": 144956,
          "runqueue_wait_ns": 0
        },
        "354284": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365216",
          "ticks": 0,
          "runtime_ns": 180472,
          "runqueue_wait_ns": 0
        },
        "354285": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 140642,
          "runqueue_wait_ns": 0
        },
        "354286": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 122329,
          "runqueue_wait_ns": 0
        },
        "354287": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365217",
          "ticks": 0,
          "runtime_ns": 173560,
          "runqueue_wait_ns": 0
        },
        "354288": {
          "pid": 354153,
          "comm": "tritonserver",
          "start": "131365218",
          "ticks": 0,
          "runtime_ns": 31361,
          "runqueue_wait_ns": 0
        },
        "354391": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365456",
          "ticks": 480,
          "runtime_ns": 4813182055,
          "runqueue_wait_ns": 38437925
        },
        "354453": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 7438506,
          "runqueue_wait_ns": 1097479
        },
        "354455": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 123049,
          "runqueue_wait_ns": 0
        },
        "354457": {
          "pid": 354391,
          "comm": "resolver-execut",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 99202,
          "runqueue_wait_ns": 0
        },
        "354460": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 6909360,
          "runqueue_wait_ns": 887789
        },
        "354463": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 0,
          "runtime_ns": 3877019,
          "runqueue_wait_ns": 83684
        },
        "354465": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365603",
          "ticks": 1,
          "runtime_ns": 20175667,
          "runqueue_wait_ns": 7589251
        },
        "354468": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2049188,
          "runqueue_wait_ns": 1072731
        },
        "354470": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2252131,
          "runqueue_wait_ns": 3414501
        },
        "354472": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 7538533,
          "runqueue_wait_ns": 1176144
        },
        "354474": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2540809,
          "runqueue_wait_ns": 244784
        },
        "354476": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2332283,
          "runqueue_wait_ns": 179548
        },
        "354479": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 3305667,
          "runqueue_wait_ns": 352647
        },
        "354481": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2065818,
          "runqueue_wait_ns": 378511
        },
        "354482": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 4427908,
          "runqueue_wait_ns": 384530
        },
        "354484": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2290511,
          "runqueue_wait_ns": 3317139
        },
        "354486": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2461898,
          "runqueue_wait_ns": 72903
        },
        "354488": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1884227,
          "runqueue_wait_ns": 35423
        },
        "354490": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 2407366,
          "runqueue_wait_ns": 10012
        },
        "354491": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 1996668,
          "runqueue_wait_ns": 3597140
        },
        "354493": {
          "pid": 354391,
          "comm": "lifeguard",
          "start": "131365604",
          "ticks": 0,
          "runtime_ns": 4848926,
          "runqueue_wait_ns": 2983783
        },
        "354503": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365606",
          "ticks": 0,
          "runtime_ns": 759965,
          "runqueue_wait_ns": 0
        },
        "354527": {
          "pid": 354391,
          "comm": "cuda0000380000f",
          "start": "131365627",
          "ticks": 0,
          "runtime_ns": 302976,
          "runqueue_wait_ns": 0
        },
        "354529": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365648",
          "ticks": 0,
          "runtime_ns": 10128817,
          "runqueue_wait_ns": 0
        },
        "354547": {
          "pid": 354391,
          "comm": "libusb_event",
          "start": "131365777",
          "ticks": 0,
          "runtime_ns": 82578,
          "runqueue_wait_ns": 0
        },
        "354548": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365778",
          "ticks": 1,
          "runtime_ns": 27638480,
          "runqueue_wait_ns": 4663283
        },
        "354549": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365779",
          "ticks": 1,
          "runtime_ns": 23585862,
          "runqueue_wait_ns": 3835907
        },
        "354565": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 29,
          "runtime_ns": 297556765,
          "runqueue_wait_ns": 59902632
        },
        "354566": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 114,
          "runtime_ns": 1151122553,
          "runqueue_wait_ns": 83533817
        },
        "354567": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 103,
          "runtime_ns": 1030638430,
          "runqueue_wait_ns": 83841749
        },
        "354568": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365825",
          "ticks": 110,
          "runtime_ns": 1114571941,
          "runqueue_wait_ns": 88608520
        },
        "354571": {
          "pid": 354391,
          "comm": "python3",
          "start": "131365830",
          "ticks": 0,
          "runtime_ns": 9767326,
          "runqueue_wait_ns": 0
        },
        "354716": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366054",
          "ticks": 0,
          "runtime_ns": 9113519,
          "runqueue_wait_ns": 5592662
        },
        "354741": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366133",
          "ticks": 32,
          "runtime_ns": 334407908,
          "runqueue_wait_ns": 5857378
        },
        "354743": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 314,
          "runtime_ns": 3144047201,
          "runqueue_wait_ns": 37079795
        },
        "354744": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 0,
          "runtime_ns": 10500940,
          "runqueue_wait_ns": 0
        },
        "354745": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 0,
          "runtime_ns": 3663195,
          "runqueue_wait_ns": 30947
        },
        "354746": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366141",
          "ticks": 27,
          "runtime_ns": 281986165,
          "runqueue_wait_ns": 51910349
        },
        "354747": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366142",
          "ticks": 42,
          "runtime_ns": 434518952,
          "runqueue_wait_ns": 1304868
        },
        "354748": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366143",
          "ticks": 0,
          "runtime_ns": 5246533,
          "runqueue_wait_ns": 1346861
        },
        "354749": {
          "pid": 354391,
          "comm": "cuda-EvtHandlr",
          "start": "131366143",
          "ticks": 165,
          "runtime_ns": 1665682472,
          "runqueue_wait_ns": 357768046
        },
        "354750": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366176",
          "ticks": 2,
          "runtime_ns": 32374063,
          "runqueue_wait_ns": 14097381
        },
        "354751": {
          "pid": 354391,
          "comm": "pool-spawner",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 4406775,
          "runqueue_wait_ns": 0
        },
        "354752": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131366176",
          "ticks": 55,
          "runtime_ns": 567217155,
          "runqueue_wait_ns": 9377116
        },
        "354753": {
          "pid": 354391,
          "comm": "resolver-execut",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 285872,
          "runqueue_wait_ns": 0
        },
        "354754": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366176",
          "ticks": 0,
          "runtime_ns": 8975036,
          "runqueue_wait_ns": 234756
        },
        "354755": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 634334,
          "runqueue_wait_ns": 0
        },
        "354756": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 1027307,
          "runqueue_wait_ns": 0
        },
        "354757": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 769053,
          "runqueue_wait_ns": 0
        },
        "354758": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 973514,
          "runqueue_wait_ns": 0
        },
        "354759": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 619635,
          "runqueue_wait_ns": 0
        },
        "354760": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 672007,
          "runqueue_wait_ns": 0
        },
        "354761": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 762834,
          "runqueue_wait_ns": 0
        },
        "354762": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 727356,
          "runqueue_wait_ns": 0
        },
        "354763": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 631001,
          "runqueue_wait_ns": 0
        },
        "354764": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 769093,
          "runqueue_wait_ns": 699492
        },
        "354765": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 440774,
          "runqueue_wait_ns": 0
        },
        "354766": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 472554,
          "runqueue_wait_ns": 0
        },
        "354767": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 399886,
          "runqueue_wait_ns": 0
        },
        "354768": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 436435,
          "runqueue_wait_ns": 0
        },
        "354769": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 383803,
          "runqueue_wait_ns": 0
        },
        "354770": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 328831,
          "runqueue_wait_ns": 25787
        },
        "354771": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 293597,
          "runqueue_wait_ns": 0
        },
        "354772": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 322406,
          "runqueue_wait_ns": 0
        },
        "354773": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 342433,
          "runqueue_wait_ns": 0
        },
        "354774": {
          "pid": 354391,
          "comm": "event_engine",
          "start": "131366177",
          "ticks": 0,
          "runtime_ns": 481593,
          "runqueue_wait_ns": 0
        },
        "354775": {
          "pid": 354391,
          "comm": "timer_manager",
          "start": "131366177",
          "ticks": 11,
          "runtime_ns": 120492193,
          "runqueue_wait_ns": 27137422
        },
        "354776": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366178",
          "ticks": 164,
          "runtime_ns": 1651745021,
          "runqueue_wait_ns": 55257532
        },
        "354777": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366195",
          "ticks": 5,
          "runtime_ns": 66625361,
          "runqueue_wait_ns": 10774927
        },
        "354778": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366195",
          "ticks": 5,
          "runtime_ns": 59091234,
          "runqueue_wait_ns": 17430725
        },
        "354779": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366195",
          "ticks": 1513,
          "runtime_ns": 15135059124,
          "runqueue_wait_ns": 106489320
        },
        "354780": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366195",
          "ticks": 1005,
          "runtime_ns": 10058889487,
          "runqueue_wait_ns": 61989884
        },
        "354781": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366195",
          "ticks": 17,
          "runtime_ns": 187821336,
          "runqueue_wait_ns": 14543989
        },
        "354782": {
          "pid": 354391,
          "comm": "task0",
          "start": "131366195",
          "ticks": 113,
          "runtime_ns": 1135660330,
          "runqueue_wait_ns": 45582750
        },
        "354783": {
          "pid": 354391,
          "comm": "gmain",
          "start": "131366197",
          "ticks": 0,
          "runtime_ns": 312186,
          "runqueue_wait_ns": 0
        },
        "354784": {
          "pid": 354391,
          "comm": "dconf worker",
          "start": "131366197",
          "ticks": 0,
          "runtime_ns": 6048184,
          "runqueue_wait_ns": 0
        },
        "354785": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366199",
          "ticks": 37,
          "runtime_ns": 381832461,
          "runqueue_wait_ns": 36031787
        },
        "354787": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366199",
          "ticks": 0,
          "runtime_ns": 11052776,
          "runqueue_wait_ns": 3212302
        },
        "354788": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366209",
          "ticks": 0,
          "runtime_ns": 2423439,
          "runqueue_wait_ns": 0
        },
        "354789": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366209",
          "ticks": 84,
          "runtime_ns": 851441166,
          "runqueue_wait_ns": 155093696
        },
        "354793": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366308",
          "ticks": 54,
          "runtime_ns": 554255557,
          "runqueue_wait_ns": 43825795
        },
        "354794": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366312",
          "ticks": 25,
          "runtime_ns": 262931974,
          "runqueue_wait_ns": 111948098
        },
        "354795": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366312",
          "ticks": 30,
          "runtime_ns": 314599926,
          "runqueue_wait_ns": 135357794
        },
        "354796": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366314",
          "ticks": 1,
          "runtime_ns": 18102269,
          "runqueue_wait_ns": 3484186
        },
        "354797": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366317",
          "ticks": 866,
          "runtime_ns": 8670964271,
          "runqueue_wait_ns": 71386798
        },
        "354798": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366317",
          "ticks": 158,
          "runtime_ns": 1585239055,
          "runqueue_wait_ns": 42361503
        },
        "354799": {
          "pid": 354391,
          "comm": "nvv4l2decoder0:",
          "start": "131366317",
          "ticks": 15,
          "runtime_ns": 164037938,
          "runqueue_wait_ns": 50604517
        },
        "354852": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366448",
          "ticks": 318,
          "runtime_ns": 3189424146,
          "runqueue_wait_ns": 43014902
        },
        "354853": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366448",
          "ticks": 0,
          "runtime_ns": 9926976,
          "runqueue_wait_ns": 0
        },
        "354854": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366449",
          "ticks": 0,
          "runtime_ns": 2807658,
          "runqueue_wait_ns": 0
        },
        "354855": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366449",
          "ticks": 26,
          "runtime_ns": 268844704,
          "runqueue_wait_ns": 52855119
        },
        "354856": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366450",
          "ticks": 1,
          "runtime_ns": 24328870,
          "runqueue_wait_ns": 0
        },
        "354857": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366451",
          "ticks": 161,
          "runtime_ns": 1614478392,
          "runqueue_wait_ns": 54587096
        },
        "354858": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366453",
          "ticks": 6,
          "runtime_ns": 69016672,
          "runqueue_wait_ns": 8704247
        },
        "354859": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366453",
          "ticks": 5,
          "runtime_ns": 60218613,
          "runqueue_wait_ns": 7334250
        },
        "354860": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366453",
          "ticks": 1442,
          "runtime_ns": 14424033313,
          "runqueue_wait_ns": 132144423
        },
        "354861": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366454",
          "ticks": 13,
          "runtime_ns": 142462656,
          "runqueue_wait_ns": 6179851
        },
        "354862": {
          "pid": 354391,
          "comm": "task7",
          "start": "131366454",
          "ticks": 119,
          "runtime_ns": 1199347101,
          "runqueue_wait_ns": 19431877
        },
        "354863": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366454",
          "ticks": 79,
          "runtime_ns": 802038807,
          "runqueue_wait_ns": 22829493
        },
        "354871": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366556",
          "ticks": 1,
          "runtime_ns": 11248171,
          "runqueue_wait_ns": 40820
        },
        "354872": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366556",
          "ticks": 0,
          "runtime_ns": 252512,
          "runqueue_wait_ns": 0
        },
        "354873": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366556",
          "ticks": 26,
          "runtime_ns": 273241763,
          "runqueue_wait_ns": 3204956
        },
        "354874": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366557",
          "ticks": 24,
          "runtime_ns": 249825022,
          "runqueue_wait_ns": 7582842
        },
        "354875": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366562",
          "ticks": 16,
          "runtime_ns": 174748414,
          "runqueue_wait_ns": 17305403
        },
        "354876": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366562",
          "ticks": 21,
          "runtime_ns": 222499171,
          "runqueue_wait_ns": 13491267
        },
        "354877": {
          "pid": 354391,
          "comm": "preprocess-queu",
          "start": "131366565",
          "ticks": 947,
          "runtime_ns": 9483466605,
          "runqueue_wait_ns": 128397561
        },
        "354878": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366566",
          "ticks": 131,
          "runtime_ns": 1319980321,
          "runqueue_wait_ns": 20373445
        },
        "354879": {
          "pid": 354391,
          "comm": "nvv4l2decoder1:",
          "start": "131366566",
          "ticks": 11,
          "runtime_ns": 120821226,
          "runqueue_wait_ns": 9420973
        },
        "354904": {
          "pid": 354391,
          "comm": "grpc_global_tim",
          "start": "131366676",
          "ticks": 1,
          "runtime_ns": 14131727,
          "runqueue_wait_ns": 252996
        },
        "354905": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 294,
          "runtime_ns": 2954949028,
          "runqueue_wait_ns": 33962274
        },
        "354906": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 1,
          "runtime_ns": 12930828,
          "runqueue_wait_ns": 247363
        },
        "354907": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 0,
          "runtime_ns": 3284082,
          "runqueue_wait_ns": 17362
        },
        "354908": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366681",
          "ticks": 24,
          "runtime_ns": 257183813,
          "runqueue_wait_ns": 57870540
        },
        "354909": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366683",
          "ticks": 1,
          "runtime_ns": 25062675,
          "runqueue_wait_ns": 155798
        },
        "354910": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366684",
          "ticks": 137,
          "runtime_ns": 1376210995,
          "runqueue_wait_ns": 31726602
        },
        "354911": {
          "pid": 354391,
          "comm": "PostCuda",
          "start": "131366686",
          "ticks": 5,
          "runtime_ns": 56066607,
          "runqueue_wait_ns": 14308384
        },
        "354912": {
          "pid": 354391,
          "comm": "PostHost",
          "start": "131366686",
          "ticks": 4,
          "runtime_ns": 50183137,
          "runqueue_wait_ns": 1399757
        },
        "354913": {
          "pid": 354391,
          "comm": "GstInferServImp",
          "start": "131366686",
          "ticks": 1349,
          "runtime_ns": 13507763388,
          "runqueue_wait_ns": 73832493
        },
        "354914": {
          "pid": 354391,
          "comm": "python3",
          "start": "131366687",
          "ticks": 14,
          "runtime_ns": 153925380,
          "runqueue_wait_ns": 11586859
        },
        "354915": {
          "pid": 354391,
          "comm": "task14",
          "start": "131366687",
          "ticks": 94,
          "runtime_ns": 947747110,
          "runqueue_wait_ns": 16820047
        },
        "354916": {
          "pid": 354391,
          "comm": "rtpjitterbuffer",
          "start": "131366687",
          "ticks": 74,
          "runtime_ns": 746573892,
          "runqueue_wait_ns": 20989861
        },
        "354917": {
          "pid": 354391,
          "comm": "rtpsession-rtcp",
          "start": "131366790",
          "ticks": 0,
          "runtime_ns": 12984419,
          "runqueue_wait_ns": 0
        },
        "354918": {
          "pid": 354391,
          "comm": "timer",
          "start": "131366796",
          "ticks": 0,
          "runtime_ns": 175271,
          "runqueue_wait_ns": 0
        },
        "354919": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366796",
          "ticks": 58,
          "runtime_ns": 585616844,
          "runqueue_wait_ns": 14661093
        },
        "354920": {
          "pid": 354391,
          "comm": "queue:src",
          "start": "131366796",
          "ticks": 57,
          "runtime_ns": 580075768,
          "runqueue_wait_ns": 20796183
        },
        "354921": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366800",
          "ticks": 59,
          "runtime_ns": 599364674,
          "runqueue_wait_ns": 84661832
        },
        "354922": {
          "pid": 354391,
          "comm": "dec_que:src",
          "start": "131366800",
          "ticks": 51,
          "runtime_ns": 519103929,
          "runqueue_wait_ns": 85486285
        },
        "354924": {
          "pid": 354391,
          "comm": "batch_capture-m",
          "start": "131366805",
          "ticks": 353,
          "runtime_ns": 3537360818,
          "runqueue_wait_ns": 47978448
        },
        "354925": {
          "pid": 354391,
          "comm": "nvv4l2decoder2:",
          "start": "131366805",
          "ticks": 28,
          "runtime_ns": 284898634,
          "runqueue_wait_ns": 28788362
        },
        "354977": {
          "pid": 354391,
          "comm": "default-executo",
          "start": "131367311",
          "ticks": 60,
          "runtime_ns": 611671713,
          "runqueue_wait_ns": 16855881
        },
        "356227": {
          "pid": 356227,
          "comm": "sleep",
          "start": "131373459",
          "ticks": 0,
          "runtime_ns": 2991424,
          "runqueue_wait_ns": 0
        }
      },
      "mem_available": 20785913856,
      "gpu": [
        [
          5001,
          49140,
          33
        ]
      ],
      "ticks_per_second": 100
    }
  ]
}