{ "samples": [ { "at": 1299766.540115225, "channels": { "rtsp-test-source-01": { "at": 1299766.689224407, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447045.8649378, "source_stage": "consume_entered", "source_stage_at": 1789447045.8867748, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447045.86325, "preprocess_output": 1789447045.868382, "infer_output": 1789447045.871169, "consume_entered": 1789447045.8867748, "native_completed": 1789447045.6971424, "inference_frame_completed": 1789447045.8649166 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 196, "preprocess_output": 196, "infer_output": 195, "consume_entered": 195, "native_completed": 194, "inference_frame_completed": 156 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 21.2, "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": 1299766645788157, "counts": { "decoded": 196, "selected": 196, "preprocess": 196, "infer": 195, "native": 194, "result": 156, "publisher_submit": 156 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299766610520604, "selected": 1299766610562033, "preprocess": 1299766615657343, "infer": 1299766618471449, "native": 1299766444500611, "result": 1299766611479798, "publisher_submit": 1299766612309584 }, "detail": true, "pending_samples": 3, "last_frame": { "selected": [ 195, 19675462028 ], "preprocess": [ 195, 19675462028 ], "infer": [ 194, 19575462028 ], "native": [ 193, 19475462028 ], "result": [ 181, 18275462028 ], "publisher_submit": [ 181, 18275462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 3, "mean_ms": 5.010074333333333, "p95_ms": 8.942401, "max_ms": 8.942401 }, "preprocess_to_infer": { "samples": 2, "mean_ms": 29.468163, "p95_ms": 37.929789, "max_ms": 37.929789 }, "infer_to_native": { "samples": 1, "mean_ms": 20.29998, "p95_ms": 20.29998, "max_ms": 20.29998 }, "tracking": { "samples": 1, "mean_ms": 339.856811, "p95_ms": 339.856811, "max_ms": 339.856811 }, "tracking_cpu": { "samples": 1, "mean_ms": 54.219379, "p95_ms": 54.219379, "max_ms": 54.219379 }, "scenario_cpu": { "samples": 1, "mean_ms": 1.205854, "p95_ms": 1.205854, "max_ms": 1.205854 }, "scenario": { "samples": 1, "mean_ms": 1.219053, "p95_ms": 1.219053, "max_ms": 1.219053 }, "result_work": { "samples": 1, "mean_ms": 348.571728, "p95_ms": 348.571728, "max_ms": 348.571728 }, "queue": { "samples": 1, "mean_ms": 952.380685, "p95_ms": 952.380685, "max_ms": 952.380685 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [] }, "queued": 8, "events_created": 11, "processed": 156, "stale": 29 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 156, "per_task_buffers": { "det": 156 }, "latest": { "fn": 181, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299766.689284077, "entries": 156, "length": 30, "last": "1789447045867-0", "pttl": 9893, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 181, "ptsNs": 18275462028, "ingestTimeWallMs": 1789447044447, "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": 1193370473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447044339, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9048188328742981, "bbox": [ 0.7047119140625, 0.3216552734375, 0.7786865234375, 0.7154541015625 ], "trackId": 561, "eventIds": [ "76ac4f4d-66c2-436f-afc2-1d651fc283bf" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.74169921875, 0.7154541015625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "76ac4f4d-66c2-436f-afc2-1d651fc283bf" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8870089650154114, "bbox": [ 0.51336669921875, 0.35858154296875, 0.56085205078125, 0.55108642578125 ], "trackId": 721, "eventIds": [ "59c2e5d2-1e36-477b-9fc6-d94dcb934be5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.537109375, 0.55108642578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "59c2e5d2-1e36-477b-9fc6-d94dcb934be5" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8832359910011292, "bbox": [ 0.38179779052734375, 0.39215087890625, 0.40628814697265625, 0.52923583984375 ], "trackId": 641, "eventIds": [ "a448b6ea-a691-41f5-99ea-375061b16750" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.39404296875, 0.52923583984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "a448b6ea-a691-41f5-99ea-375061b16750" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8775817155838013, "bbox": [ 0.801483154296875, 0.3409423828125, 0.866485595703125, 0.6746826171875 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.833984375, 0.6746826171875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7783125042915344, "bbox": [ 0.6158294677734375, 0.45037841796875, 0.6527252197265625, 0.55059814453125 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63427734375, 0.55059814453125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6442250609397888, "bbox": [ 0.654510498046875, 0.447296142578125, 0.684356689453125, 0.533172607421875 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.533172607421875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5687152743339539, "bbox": [ 0.632781982421875, 0.46710205078125, 0.658233642578125, 0.55535888671875 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6455078125, 0.55535888671875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299766.902758053, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447045.963166, "source_stage": "consume_entered", "source_stage_at": 1789447046.0012233, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447045.929171, "preprocess_output": 1789447045.9423823, "infer_output": 1789447045.9883194, "consume_entered": 1789447046.0012233, "native_completed": 1789447045.932358, "inference_frame_completed": 1789447045.9631307 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 150, "preprocess_output": 150, "infer_output": 150, "consume_entered": 150, "native_completed": 149, "inference_frame_completed": 118 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 17.2, "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": 1299766773506617, "counts": { "decoded": 150, "selected": 150, "preprocess": 150, "infer": 150, "native": 149, "result": 118, "publisher_submit": 118 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299766676515033, "selected": 1299766676536021, "preprocess": 1299766689747101, "infer": 1299766735590686, "native": 1299766679728037, "result": 1299766709427837, "publisher_submit": 1299766710520348 }, "detail": true, "pending_samples": 3, "last_frame": { "selected": [ 149, 16872222057 ], "preprocess": [ 149, 16872222057 ], "infer": [ 149, 16872222057 ], "native": [ 148, 16772222057 ], "result": [ 135, 15472222057 ], "publisher_submit": [ 135, 15472222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 3, "mean_ms": 9.528470666666665, "p95_ms": 14.003814, "max_ms": 14.003814 }, "preprocess_to_infer": { "samples": 3, "mean_ms": 51.40945766666666, "p95_ms": 64.564887, "max_ms": 64.564887 }, "infer_to_native": { "samples": 2, "mean_ms": 28.577506, "p95_ms": 32.376792, "max_ms": 32.376792 }, "tracking": { "samples": 1, "mean_ms": 420.78036, "p95_ms": 420.78036, "max_ms": 420.78036 }, "tracking_cpu": { "samples": 1, "mean_ms": 57.898922, "p95_ms": 57.898922, "max_ms": 57.898922 }, "scenario_cpu": { "samples": 1, "mean_ms": 1.236471, "p95_ms": 1.236471, "max_ms": 1.236471 }, "scenario": { "samples": 1, "mean_ms": 1.248093, "p95_ms": 1.248093, "max_ms": 1.248093 }, "result_work": { "samples": 1, "mean_ms": 427.679697, "p95_ms": 427.679697, "max_ms": 427.679697 }, "queue": { "samples": 1, "mean_ms": 990.911139, "p95_ms": 990.911139, "max_ms": 990.911139 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [] }, "queued": 9, "events_created": 6, "processed": 118, "stale": 21 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 118, "per_task_buffers": { "det": 118 }, "latest": { "fn": 135, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299766.902790487, "entries": 118, "length": 30, "last": "1789447045965-0", "pttl": 9777, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 135, "ptsNs": 15472222057, "ingestTimeWallMs": 1789447044519, "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": 3321304188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470688047, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9694401025772095, "bbox": [ 0.2628173828125, 0.001953125, 0.5599365234375, 0.99072265625 ], "trackId": 641, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.411376953125, 0.99072265625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9384632706642151, "bbox": [ 0.81585693359375, 0.27001953125, 0.94488525390625, 0.98681640625 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.88037109375, 0.98681640625 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8590735793113708, "bbox": [ 0.5371856689453125, 0.3580322265625, 0.5663299560546875, 0.5413818359375 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5517578125, 0.5413818359375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8307315111160278, "bbox": [ 0.6165618896484375, 0.44366455078125, 0.6539459228515625, 0.54803466796875 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.54803466796875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7411122918128967, "bbox": [ 0.6546096801757812, 0.446319580078125, 0.6852340698242188, 0.540008544921875 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.540008544921875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6822562217712402, "bbox": [ 0.6329574584960938, 0.46728515625, 0.6570816040039062, 0.55517578125 ], "trackId": 321, "eventIds": [ "a886bd24-d18f-4866-8051-2335c36a288e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64501953125, 0.55517578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "a886bd24-d18f-4866-8051-2335c36a288e" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 315, "sent_status": 43, "sent_frames": 272, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299767.936800451, "channels": { "rtsp-test-source-01": { "at": 1299768.52743294, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447045.8649378, "source_stage": "native_completed", "source_stage_at": 1789447047.577564, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447047.4668715, "preprocess_output": 1789447047.4481757, "infer_output": 1789447047.440495, "consume_entered": 1789447047.455236, "native_completed": 1789447047.577564, "inference_frame_completed": 1789447045.8649166 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 206, "preprocess_output": 205, "infer_output": 203, "consume_entered": 203, "native_completed": 203, "inference_frame_completed": 156 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 23.0, "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": 1299768379823683, "counts": { "decoded": 206, "selected": 206, "preprocess": 205, "infer": 203, "native": 203, "result": 156, "publisher_submit": 156 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299768213980513, "selected": 1299768214088677, "preprocess": 1299768195385784, "infer": 1299768187682467, "native": 1299768324676823, "result": 1299766611479798, "publisher_submit": 1299766612309584 }, "detail": true, "pending_samples": 13, "last_frame": { "selected": [ 205, 20675462028 ], "preprocess": [ 204, 20575462028 ], "infer": [ 202, 20375462028 ], "native": [ 202, 20375462028 ], "result": [ 181, 18275462028 ], "publisher_submit": [ 181, 18275462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 12, "mean_ms": 105.53192816666667, "p95_ms": 295.502538, "max_ms": 295.502538 }, "preprocess_to_infer": { "samples": 10, "mean_ms": 228.1656139, "p95_ms": 500.29857, "max_ms": 500.29857 }, "infer_to_native": { "samples": 10, "mean_ms": 115.18345740000001, "p95_ms": 206.922255, "max_ms": 206.922255 }, "tracking": { "samples": 1, "mean_ms": 339.856811, "p95_ms": 339.856811, "max_ms": 339.856811 }, "tracking_cpu": { "samples": 1, "mean_ms": 54.219379, "p95_ms": 54.219379, "max_ms": 54.219379 }, "scenario_cpu": { "samples": 1, "mean_ms": 1.205854, "p95_ms": 1.205854, "max_ms": 1.205854 }, "scenario": { "samples": 1, "mean_ms": 1.219053, "p95_ms": 1.219053, "max_ms": 1.219053 }, "result_work": { "samples": 1, "mean_ms": 348.571728, "p95_ms": 348.571728, "max_ms": 348.571728 }, "queue": { "samples": 1, "mean_ms": 952.380685, "p95_ms": 952.380685, "max_ms": 952.380685 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [] }, "queued": 16, "events_created": 11, "processed": 156, "stale": 29 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 157, "per_task_buffers": { "det": 157 }, "latest": { "fn": 185, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299768.527488012, "entries": 157, "length": 30, "last": "1789447047652-0", "pttl": 9828, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 185, "ptsNs": 18675462028, "ingestTimeWallMs": 1789447044847, "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": 1193406473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447044739, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.918333888053894, "bbox": [ 0.692626953125, 0.3209228515625, 0.763427734375, 0.7171630859375 ], "trackId": 561, "eventIds": [ "76ac4f4d-66c2-436f-afc2-1d651fc283bf" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.72802734375, 0.7171630859375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "76ac4f4d-66c2-436f-afc2-1d651fc283bf" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9136765599250793, "bbox": [ 0.7981719970703125, 0.34814453125, 0.8571014404296875, 0.67626953125 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.82763671875, 0.67626953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8789390921592712, "bbox": [ 0.38143157958984375, 0.39190673828125, 0.40616607666015625, 0.52947998046875 ], "trackId": 641, "eventIds": [ "a448b6ea-a691-41f5-99ea-375061b16750" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.393798828125, 0.52947998046875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "a448b6ea-a691-41f5-99ea-375061b16750" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8770562410354614, "bbox": [ 0.52667236328125, 0.355712890625, 0.56707763671875, 0.552001953125 ], "trackId": 721, "eventIds": [ "59c2e5d2-1e36-477b-9fc6-d94dcb934be5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.546875, 0.552001953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "59c2e5d2-1e36-477b-9fc6-d94dcb934be5" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7843190431594849, "bbox": [ 0.61590576171875, 0.44903564453125, 0.65264892578125, 0.55047607421875 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63427734375, 0.55047607421875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6120778322219849, "bbox": [ 0.65362548828125, 0.447967529296875, 0.68328857421875, 0.533966064453125 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66845703125, 0.533966064453125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5697928071022034, "bbox": [ 0.6333770751953125, 0.46435546875, 0.6595916748046875, 0.55517578125 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.646484375, 0.55517578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299768.88638267, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447047.1788468, "source_stage": "native_completed", "source_stage_at": 1789447047.9647574, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447047.8353164, "preprocess_output": 1789447047.8637936, "infer_output": 1789447047.8232, "consume_entered": 1789447047.8576608, "native_completed": 1789447047.9647574, "inference_frame_completed": 1789447047.178654 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 160, "preprocess_output": 159, "infer_output": 157, "consume_entered": 157, "native_completed": 157, "inference_frame_completed": 119 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 19.2, "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": 1299768772097034, "counts": { "decoded": 160, "selected": 160, "preprocess": 159, "infer": 157, "native": 157, "result": 119, "publisher_submit": 119 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299768582496325, "selected": 1299768582576785, "preprocess": 1299768611037961, "infer": 1299768570434037, "native": 1299768711880018, "result": 1299767900311825, "publisher_submit": 1299767925827256 }, "detail": true, "pending_samples": 13, "last_frame": { "selected": [ 159, 17872222057 ], "preprocess": [ 158, 17772222057 ], "infer": [ 156, 17572222057 ], "native": [ 156, 17572222057 ], "result": [ 139, 15872222057 ], "publisher_submit": [ 139, 15872222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 12, "mean_ms": 163.13770341666665, "p95_ms": 417.44392, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 10, "mean_ms": 295.3510666, "p95_ms": 663.624989, "max_ms": 663.624989 }, "infer_to_native": { "samples": 10, "mean_ms": 121.2774674, "p95_ms": 315.265566, "max_ms": 315.265566 }, "tracking": { "samples": 2, "mean_ms": 709.959988, "p95_ms": 999.139616, "max_ms": 999.139616 }, "tracking_cpu": { "samples": 2, "mean_ms": 102.7640705, "p95_ms": 147.629219, "max_ms": 147.629219 }, "scenario_cpu": { "samples": 2, "mean_ms": 7.514905, "p95_ms": 13.793339, "max_ms": 13.793339 }, "scenario": { "samples": 2, "mean_ms": 33.1634125, "p95_ms": 65.078732, "max_ms": 65.078732 }, "result_work": { "samples": 2, "mean_ms": 820.7330515, "p95_ms": 1213.786406, "max_ms": 1213.786406 }, "queue": { "samples": 2, "mean_ms": 972.2931215, "p95_ms": 990.911139, "max_ms": 990.911139 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 6, "events_created": 7, "processed": 119, "stale": 30 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 119, "per_task_buffers": { "det": 119 }, "latest": { "fn": 139, "det": 6, "persons": 5, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299768.886411734, "entries": 119, "length": 30, "last": "1789447047203-0", "pttl": 9043, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 139, "ptsNs": 15872222057, "ingestTimeWallMs": 1789447044924, "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": 3321340188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470688447, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9674717783927917, "bbox": [ 0.3509521484375, 0.06005859375, 0.6011962890625, 0.99365234375 ], "trackId": 641, "eventIds": [ "9eeea186-6ea3-4965-a697-10ad0270d5f9" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.47607421875, 0.99365234375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "9eeea186-6ea3-4965-a697-10ad0270d5f9" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9162596464157104, "bbox": [ 0.843109130859375, 0.290283203125, 0.951812744140625, 0.953857421875 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8974609375, 0.953857421875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8272706270217896, "bbox": [ 0.617401123046875, 0.44342041015625, 0.654083251953125, 0.54925537109375 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6357421875, 0.54925537109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.731250524520874, "bbox": [ 0.6551742553710938, 0.446044921875, 0.6846694946289062, 0.539794921875 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.539794921875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6740504503250122, "bbox": [ 0.6331558227539062, 0.467041015625, 0.6578598022460938, 0.555419921875 ], "trackId": 321, "eventIds": [ "a886bd24-d18f-4866-8051-2335c36a288e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6455078125, 0.555419921875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "a886bd24-d18f-4866-8051-2335c36a288e" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [ { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 139, "ptsNs": 15872222057, "ingestTimeWallMs": 1789447044924, "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": 3321340188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470688447, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "eventId": "9eeea186-6ea3-4965-a697-10ad0270d5f9", "scenario": "INTRUSION", "categoryKey": "person", "modelKey": "RFDETRMedium", "classId": 0, "trackId": 641, "roiId": "primary", "objectRef": "0", "confidence": 0.9674717783927917, "bbox": [ 0.3509521484375, 0.06005859375, 0.6011962890625, 0.99365234375 ], "clipUri": null, "thumbnailUri": null, "deliveryStatus": "NOT_SUBMITTED" } ] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 319, "sent_status": 44, "sent_frames": 275, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299769.908907585, "channels": { "rtsp-test-source-01": { "at": 1299770.973396887, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447048.8377612, "source_stage": "native_completed", "source_stage_at": 1789447049.4885058, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447049.3395574, "preprocess_output": 1789447049.347473, "infer_output": 1789447049.3234031, "consume_entered": 1789447049.330254, "native_completed": 1789447049.4885058, "inference_frame_completed": 1789447048.8366723 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 214, "preprocess_output": 213, "infer_output": 211, "consume_entered": 211, "native_completed": 211, "inference_frame_completed": 158 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 24.8, "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": 1299770257163777, "counts": { "decoded": 214, "selected": 214, "preprocess": 213, "infer": 211, "native": 211, "result": 158, "publisher_submit": 158 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299770086535081, "selected": 1299770086680442, "preprocess": 1299770094612685, "infer": 1299770070661537, "native": 1299770235677157, "result": 1299769583472665, "publisher_submit": 1299769584061716 }, "detail": true, "pending_samples": 20, "last_frame": { "selected": [ 213, 21475462028 ], "preprocess": [ 212, 21375462028 ], "infer": [ 210, 21175462028 ], "native": [ 210, 21175462028 ], "result": [ 199, 20075462028 ], "publisher_submit": [ 199, 20075462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 20, "mean_ms": 156.9335155, "p95_ms": 295.502538, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 18, "mean_ms": 330.5248003888889, "p95_ms": 542.154652, "max_ms": 542.154652 }, "infer_to_native": { "samples": 18, "mean_ms": 133.58678633333332, "p95_ms": 206.922255, "max_ms": 206.922255 }, "tracking": { "samples": 3, "mean_ms": 1087.809533, "p95_ms": 1768.907815, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 3, "mean_ms": 133.084663, "p95_ms": 187.28452, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 3, "mean_ms": 1.045212, "p95_ms": 1.205854, "max_ms": 1.205854 }, "scenario": { "samples": 3, "mean_ms": 1.0568276666666667, "p95_ms": 1.219053, "max_ms": 1.219053 }, "result_work": { "samples": 3, "mean_ms": 1095.392302, "p95_ms": 1779.146769, "max_ms": 1779.146769 }, "queue": { "samples": 3, "mean_ms": 888.533021, "p95_ms": 983.096596, "max_ms": 983.096596 }, "native_to_result": { "samples": 1, "mean_ms": 2009.117916, "p95_ms": 2009.117916, "max_ms": 2009.117916 }, "result_to_publisher_submit": { "samples": 1, "mean_ms": 0.589051, "p95_ms": 0.589051, "max_ms": 0.589051 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true } ] }, "queued": 6, "events_created": 11, "processed": 158, "stale": 45 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 158, "per_task_buffers": { "det": 158 }, "latest": { "fn": 199, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299770.973490706, "entries": 158, "length": 30, "last": "1789447048856-0", "pttl": 9980, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 203, "ptsNs": 20475462028, "ingestTimeWallMs": 1789447046965, "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": 1193568473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447046539, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9244152307510376, "bbox": [ 0.75726318359375, 0.3197021484375, 0.82574462890625, 0.7174072265625 ], "trackId": 481, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.79150390625, 0.7174072265625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9061560034751892, "bbox": [ 0.5760040283203125, 0.35479736328125, 0.6368865966796875, 0.56951904296875 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6064453125, 0.56951904296875 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8879840970039368, "bbox": [ 0.7220001220703125, 0.34765625, 0.7760467529296875, 0.6376953125 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7490234375, 0.6376953125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8713654279708862, "bbox": [ 0.38166046142578125, 0.39093017578125, 0.40642547607421875, 0.52947998046875 ], "trackId": 641, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.39404296875, 0.52947998046875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7918210625648499, "bbox": [ 0.6234054565429688, 0.450775146484375, 0.6539382934570312, 0.556060791015625 ], "trackId": 161, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.638671875, 0.556060791015625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7362110018730164, "bbox": [ 0.65313720703125, 0.442169189453125, 0.68377685546875, 0.532440185546875 ], "trackId": 881, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66845703125, 0.532440185546875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299771.124891109, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447050.2052572, "source_stage": "native_completed", "source_stage_at": 1789447050.290205, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447050.2740986, "preprocess_output": 1789447050.2636642, "infer_output": 1789447050.2550058, "consume_entered": 1789447050.258159, "native_completed": 1789447050.290205, "inference_frame_completed": 1789447050.2052228 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 169, "preprocess_output": 168, "infer_output": 166, "consume_entered": 166, "native_completed": 166, "inference_frame_completed": 121 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 21.4, "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": 1299771042640735, "counts": { "decoded": 169, "selected": 169, "preprocess": 168, "infer": 166, "native": 166, "result": 121, "publisher_submit": 121 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299771021351285, "selected": 1299771021392377, "preprocess": 1299771010978376, "infer": 1299771002311735, "native": 1299771037545926, "result": 1299770951785198, "publisher_submit": 1299770952586793 }, "detail": true, "pending_samples": 20, "last_frame": { "selected": [ 168, 18772222057 ], "preprocess": [ 167, 18672222057 ], "infer": [ 165, 18472222057 ], "native": [ 165, 18472222057 ], "result": [ 156, 17572222057 ], "publisher_submit": [ 156, 17572222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 21, "mean_ms": 210.2015405238095, "p95_ms": 373.999542, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 19, "mean_ms": 392.2062227894737, "p95_ms": 675.090996, "max_ms": 675.090996 }, "infer_to_native": { "samples": 19, "mean_ms": 149.5197027368421, "p95_ms": 360.068996, "max_ms": 360.068996 }, "tracking": { "samples": 4, "mean_ms": 1044.45897, "p95_ms": 1489.361547, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 4, "mean_ms": 134.003963, "p95_ms": 169.832696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 4, "mean_ms": 9.10045775, "p95_ms": 13.793339, "max_ms": 13.793339 }, "scenario": { "samples": 4, "mean_ms": 24.2447785, "p95_ms": 65.078732, "max_ms": 65.078732 }, "result_work": { "samples": 4, "mean_ms": 1165.2868585, "p95_ms": 1645.083605, "max_ms": 1645.083605 }, "queue": { "samples": 4, "mean_ms": 900.9492585, "p95_ms": 990.911139, "max_ms": 990.911139 }, "native_to_result": { "samples": 2, "mean_ms": 2468.313821, "p95_ms": 2696.722462, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 2, "mean_ms": 0.68202, "p95_ms": 0.801595, "max_ms": 0.801595 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 4, "events_created": 7, "processed": 121, "stale": 40 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 121, "per_task_buffers": { "det": 121 }, "latest": { "fn": 156, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299771.12492142, "entries": 121, "length": 30, "last": "1789447050235-0", "pttl": 9826, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 156, "ptsNs": 17572222057, "ingestTimeWallMs": 1789447046990, "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": 3321493188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470690147, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9374402165412903, "bbox": [ 0.48211669921875, 0.243408203125, 0.63604736328125, 0.947021484375 ], "trackId": 641, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.55908203125, 0.947021484375 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.925094723701477, "bbox": [ 0.9239501953125, 0.341064453125, 0.9989013671875, 0.796630859375 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.96142578125, 0.796630859375 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8942365646362305, "bbox": [ 0.37628173828125, 0.357421875, 0.41473388671875, 0.54248046875 ], "trackId": 721, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.3955078125, 0.54248046875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6953380107879639, "bbox": [ 0.6555633544921875, 0.445892333984375, 0.6842803955078125, 0.539459228515625 ], "trackId": 401, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.539459228515625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6862649321556091, "bbox": [ 0.623077392578125, 0.444305419921875, 0.655242919921875, 0.553741455078125 ], "trackId": 241, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63916015625, 0.553741455078125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5101228356361389, "bbox": [ 0.6287841796875, 0.4686279296875, 0.6553955078125, 0.5548095703125 ], "trackId": 321, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64208984375, 0.5548095703125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 323, "sent_status": 45, "sent_frames": 278, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299772.157729208, "channels": { "rtsp-test-source-01": { "at": 1299772.336817511, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447051.0370078, "source_stage": "infer_output", "source_stage_at": 1789447051.5160549, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447051.4899468, "preprocess_output": 1789447051.5150723, "infer_output": 1789447051.5160549, "consume_entered": 1789447051.4792955, "native_completed": 1789447051.5057466, "inference_frame_completed": 1789447051.036995 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 248, "preprocess_output": 247, "infer_output": 246, "consume_entered": 245, "native_completed": 245, "inference_frame_completed": 160 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 26.9, "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": 1299772272343971, "counts": { "decoded": 248, "selected": 248, "preprocess": 247, "infer": 246, "native": 245, "result": 160, "publisher_submit": 160 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299772237236661, "selected": 1299772237286275, "preprocess": 1299772262400589, "infer": 1299772263319530, "native": 1299772253065337, "result": 1299771783701401, "publisher_submit": 1299771784395213 }, "detail": true, "pending_samples": 52, "last_frame": { "selected": [ 247, 24875462028 ], "preprocess": [ 246, 24775462028 ], "infer": [ 245, 24675462028 ], "native": [ 244, 24575462028 ], "result": [ 209, 21075462028 ], "publisher_submit": [ 209, 21075462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 54, "mean_ms": 98.44990287037038, "p95_ms": 298.004809, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 53, "mean_ms": 188.0869900754717, "p95_ms": 542.154652, "max_ms": 591.892708 }, "infer_to_native": { "samples": 52, "mean_ms": 76.73993428846154, "p95_ms": 206.922255, "max_ms": 290.85705 }, "tracking": { "samples": 5, "mean_ms": 1088.40185, "p95_ms": 1768.907815, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 5, "mean_ms": 126.70414120000001, "p95_ms": 187.28452, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 5, "mean_ms": 1.0262336, "p95_ms": 1.205854, "max_ms": 1.205854 }, "scenario": { "samples": 5, "mean_ms": 1.0371486, "p95_ms": 1.219053, "max_ms": 1.219053 }, "result_work": { "samples": 5, "mean_ms": 1096.547784, "p95_ms": 1779.146769, "max_ms": 1779.146769 }, "queue": { "samples": 5, "mean_ms": 880.1396782, "p95_ms": 983.096596, "max_ms": 983.096596 }, "native_to_result": { "samples": 3, "mean_ms": 2067.558677666667, "p95_ms": 2407.731992, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 3, "mean_ms": 0.6440576666666666, "p95_ms": 0.693812, "max_ms": 0.693812 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 32, "events_created": 11, "processed": 160, "stale": 52 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 160, "per_task_buffers": { "det": 160 }, "latest": { "fn": 209, "det": 7, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299772.336857171, "entries": 160, "length": 30, "last": "1789447051050-0", "pttl": 9417, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 209, "ptsNs": 21075462028, "ingestTimeWallMs": 1789447048395, "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": 1193622473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447047139, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9404625296592712, "bbox": [ 0.6916656494140625, 0.345458984375, 0.7516937255859375, 0.631103515625 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7216796875, 0.631103515625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9092645049095154, "bbox": [ 0.76483154296875, 0.320068359375, 0.84942626953125, 0.728759765625 ], "trackId": 481, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.80712890625, 0.728759765625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8830344080924988, "bbox": [ 0.6029510498046875, 0.3521728515625, 0.6499786376953125, 0.5731201171875 ], "trackId": 1041, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.62646484375, 0.5731201171875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8748277425765991, "bbox": [ 0.38216400146484375, 0.3905029296875, 0.40689849853515625, 0.5294189453125 ], "trackId": 641, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.39453125, 0.5294189453125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6387225985527039, "bbox": [ 0.6376800537109375, 0.464324951171875, 0.6748199462890625, 0.557159423828125 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.65625, 0.557159423828125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5465868711471558, "bbox": [ 0.6564712524414062, 0.44793701171875, 0.6833724975585938, 0.53302001953125 ], "trackId": 881, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.53302001953125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299772.44696519, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447051.2140286, "source_stage": "infer_output", "source_stage_at": 1789447051.6419969, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447051.5875342, "preprocess_output": 1789447051.6026704, "infer_output": 1789447051.6419969, "consume_entered": 1789447051.5882337, "native_completed": 1789447051.6215591, "inference_frame_completed": 1789447051.2140057 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 197, "preprocess_output": 196, "infer_output": 195, "consume_entered": 194, "native_completed": 194, "inference_frame_completed": 122 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 22.8, "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": 1299772399197377, "counts": { "decoded": 197, "selected": 197, "preprocess": 196, "infer": 195, "native": 194, "result": 122, "publisher_submit": 122 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299772334851783, "selected": 1299772334881911, "preprocess": 1299772349969872, "infer": 1299772389213598, "native": 1299772368820282, "result": 1299771960638033, "publisher_submit": 1299771961397546 }, "detail": true, "pending_samples": 47, "last_frame": { "selected": [ 196, 21572222057 ], "preprocess": [ 195, 21472222057 ], "infer": [ 194, 21372222057 ], "native": [ 193, 21272222057 ], "result": [ 161, 18072222057 ], "publisher_submit": [ 161, 18072222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 49, "mean_ms": 117.50642167346939, "p95_ms": 339.1987, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 48, "mean_ms": 208.7916946875, "p95_ms": 652.133053, "max_ms": 675.090996 }, "infer_to_native": { "samples": 47, "mean_ms": 82.21168687234042, "p95_ms": 271.979155, "max_ms": 360.068996 }, "tracking": { "samples": 5, "mean_ms": 1028.6864878, "p95_ms": 1489.361547, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 5, "mean_ms": 120.4649096, "p95_ms": 169.832696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 5, "mean_ms": 7.5625126, "p95_ms": 13.793339, "max_ms": 13.793339 }, "scenario": { "samples": 5, "mean_ms": 19.6819082, "p95_ms": 65.078732, "max_ms": 65.078732 }, "result_work": { "samples": 5, "mean_ms": 1133.7072088, "p95_ms": 1645.083605, "max_ms": 1645.083605 }, "queue": { "samples": 5, "mean_ms": 916.1158736, "p95_ms": 990.911139, "max_ms": 990.911139 }, "native_to_result": { "samples": 3, "mean_ms": 2301.21473, "p95_ms": 2696.722462, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 3, "mean_ms": 0.707851, "p95_ms": 0.801595, "max_ms": 0.801595 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 29, "events_created": 8, "processed": 122, "stale": 42 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 122, "per_task_buffers": { "det": 122 }, "latest": { "fn": 161, "det": 7, "persons": 5, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299772.447074116, "entries": 122, "length": 30, "last": "1789447051220-0", "pttl": 9476, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 161, "ptsNs": 18072222057, "ingestTimeWallMs": 1789447048265, "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": 3321538188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470690647, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9460012316703796, "bbox": [ 0.52935791015625, 0.265869140625, 0.65618896484375, 0.902099609375 ], "trackId": 641, "eventIds": [ "9eeea186-6ea3-4965-a697-10ad0270d5f9" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5927734375, 0.902099609375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "9eeea186-6ea3-4965-a697-10ad0270d5f9" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.920647144317627, "bbox": [ 0.9514007568359375, 0.3515625, 0.9997711181640625, 0.783203125 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.9755859375, 0.783203125 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.891999363899231, "bbox": [ 0.3772125244140625, 0.36309814453125, 0.4123382568359375, 0.54168701171875 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.394775390625, 0.54168701171875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7230162620544434, "bbox": [ 0.6423492431640625, 0.46490478515625, 0.6779632568359375, 0.55560302734375 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66015625, 0.55560302734375 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6899327039718628, "bbox": [ 0.659881591796875, 0.44647216796875, 0.684844970703125, 0.53741455078125 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.67236328125, 0.53741455078125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [ { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 161, "ptsNs": 18072222057, "ingestTimeWallMs": 1789447048265, "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": 3321538188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470690647, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130", "scenario": "INTRUSION", "categoryKey": "person", "modelKey": "RFDETRMedium", "classId": 0, "trackId": 721, "roiId": "primary", "objectRef": "2", "confidence": 0.891999363899231, "bbox": [ 0.3772125244140625, 0.36309814453125, 0.4123382568359375, 0.54168701171875 ], "clipUri": null, "thumbnailUri": null, "deliveryStatus": "NOT_SUBMITTED" } ] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 327, "sent_status": 45, "sent_frames": 282, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299773.494129695, "channels": { "rtsp-test-source-01": { "at": 1299773.625734885, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447052.0925186, "source_stage": "infer_output", "source_stage_at": 1789447052.7909803, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447052.7606795, "preprocess_output": 1789447052.765218, "infer_output": 1789447052.7909803, "consume_entered": 1789447052.6934423, "native_completed": 1789447052.7140994, "inference_frame_completed": 1789447052.0924685 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 265, "preprocess_output": 265, "infer_output": 265, "consume_entered": 264, "native_completed": 264, "inference_frame_completed": 161 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 28.1, "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": 1299773540539284, "counts": { "decoded": 265, "selected": 265, "preprocess": 265, "infer": 265, "native": 264, "result": 161, "publisher_submit": 161 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299773507970148, "selected": 1299773508028539, "preprocess": 1299773512544843, "infer": 1299773538247889, "native": 1299773461479795, "result": 1299772838184781, "publisher_submit": 1299772839834261 }, "detail": true, "pending_samples": 68, "last_frame": { "selected": [ 264, 26575462028 ], "preprocess": [ 264, 26575462028 ], "infer": [ 264, 26575462028 ], "native": [ 263, 26475462028 ], "result": [ 212, 21375462028 ], "publisher_submit": [ 212, 21375462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 72, "mean_ms": 81.81739615277777, "p95_ms": 295.502538, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 72, "mean_ms": 153.88252420833334, "p95_ms": 500.29857, "max_ms": 591.892708 }, "infer_to_native": { "samples": 71, "mean_ms": 65.40326340845071, "p95_ms": 186.67486, "max_ms": 290.85705 }, "tracking": { "samples": 6, "mean_ms": 1075.4652475, "p95_ms": 1768.907815, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 6, "mean_ms": 117.75267716666667, "p95_ms": 187.28452, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 6, "mean_ms": 0.9815896666666666, "p95_ms": 1.205854, "max_ms": 1.205854 }, "scenario": { "samples": 6, "mean_ms": 0.992548, "p95_ms": 1.219053, "max_ms": 1.219053 }, "result_work": { "samples": 6, "mean_ms": 1089.6025511666667, "p95_ms": 1779.146769, "max_ms": 1779.146769 }, "queue": { "samples": 6, "mean_ms": 895.59998, "p95_ms": 983.096596, "max_ms": 983.096596 }, "native_to_result": { "samples": 4, "mean_ms": 2024.19806575, "p95_ms": 2407.731992, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 4, "mean_ms": 0.89541325, "p95_ms": 1.64948, "max_ms": 1.64948 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 28, "events_created": 11, "processed": 161, "stale": 63, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 161, "per_task_buffers": { "det": 161 }, "latest": { "fn": 212, "det": 5, "persons": 4, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299773.625838196, "entries": 162, "length": 30, "last": "1789447052857-0", "pttl": 9942, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 235, "ptsNs": 23675462028, "ingestTimeWallMs": 1789447050949, "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": 1193856473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447049739, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.916857123374939, "bbox": [ 0.699859619140625, 0.3507080078125, 0.767913818359375, 0.5941162109375 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.73388671875, 0.5941162109375 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9150528311729431, "bbox": [ 0.89556884765625, 0.3115234375, 0.99603271484375, 0.822265625 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.94580078125, 0.822265625 ], "inside": false, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9118099808692932, "bbox": [ 0.5306854248046875, 0.33935546875, 0.5796661376953125, 0.6279296875 ], "trackId": 721, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.55517578125, 0.6279296875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8769509196281433, "bbox": [ 0.4532623291015625, 0.39404296875, 0.4847259521484375, 0.5234375 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.468994140625, 0.5234375 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.791176438331604, "bbox": [ 0.6161651611328125, 0.446014404296875, 0.6533660888671875, 0.550079345703125 ], "trackId": 161, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.550079345703125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6584175229072571, "bbox": [ 0.6527099609375, 0.443206787109375, 0.6871337890625, 0.537750244140625 ], "trackId": 881, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.537750244140625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6335236430168152, "bbox": [ 0.6338577270507812, 0.46502685546875, 0.6630172729492188, 0.55548095703125 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6484375, 0.55548095703125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299773.675039933, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447052.7478795, "source_stage": "native_completed", "source_stage_at": 1789447052.8829749, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447052.8182688, "preprocess_output": 1789447052.826509, "infer_output": 1789447052.8579621, "consume_entered": 1789447052.8638523, "native_completed": 1789447052.8829749, "inference_frame_completed": 1789447052.7478602 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 219, "preprocess_output": 219, "infer_output": 219, "consume_entered": 219, "native_completed": 219, "inference_frame_completed": 124 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 24.1, "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": 1299773667040836, "counts": { "decoded": 219, "selected": 219, "preprocess": 219, "infer": 219, "native": 219, "result": 124, "publisher_submit": 124 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299773565621660, "selected": 1299773565642266, "preprocess": 1299773573754643, "infer": 1299773605295951, "native": 1299773630310201, "result": 1299773494629628, "publisher_submit": 1299773495258709 }, "detail": true, "pending_samples": 67, "last_frame": { "selected": [ 218, 23772222057 ], "preprocess": [ 218, 23772222057 ], "infer": [ 218, 23772222057 ], "native": [ 218, 23772222057 ], "result": [ 181, 20072222057 ], "publisher_submit": [ 181, 20072222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 72, "mean_ms": 96.05358206944445, "p95_ms": 327.661205, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 72, "mean_ms": 166.45172605555555, "p95_ms": 618.465787, "max_ms": 675.090996 }, "infer_to_native": { "samples": 72, "mean_ms": 64.80934630555555, "p95_ms": 189.331646, "max_ms": 360.068996 }, "tracking": { "samples": 7, "mean_ms": 951.9171122857143, "p95_ms": 1489.361547, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 7, "mean_ms": 104.03121157142857, "p95_ms": 169.832696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 7, "mean_ms": 5.664703571428571, "p95_ms": 13.793339, "max_ms": 13.793339 }, "scenario": { "samples": 7, "mean_ms": 14.32516357142857, "p95_ms": 65.078732, "max_ms": 65.078732 }, "result_work": { "samples": 7, "mean_ms": 1028.5222894285714, "p95_ms": 1645.083605, "max_ms": 1645.083605 }, "queue": { "samples": 7, "mean_ms": 936.3126437142857, "p95_ms": 992.550638, "max_ms": 992.550638 }, "native_to_result": { "samples": 5, "mean_ms": 2078.5718904, "p95_ms": 2696.722462, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 5, "mean_ms": 1.2555516, "p95_ms": 3.525124, "max_ms": 3.525124 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 22, "events_created": 8, "processed": 124, "stale": 65, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 124, "per_task_buffers": { "det": 124 }, "latest": { "fn": 181, "det": 7, "persons": 5, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299773.675161097, "entries": 124, "length": 30, "last": "1789447052759-0", "pttl": 9803, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 181, "ptsNs": 20072222057, "ingestTimeWallMs": 1789447050896, "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": 3321718188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470692647, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9094254970550537, "bbox": [ 0.663482666015625, 0.3111572265625, 0.756439208984375, 0.7952880859375 ], "trackId": 641, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7099609375, 0.7952880859375 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.897335946559906, "bbox": [ 0.96014404296875, 0.4222412109375, 0.99981689453125, 0.7515869140625 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.97998046875, 0.7515869140625 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8875949382781982, "bbox": [ 0.3682098388671875, 0.37530517578125, 0.3998565673828125, 0.53533935546875 ], "trackId": 721, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.384033203125, 0.53533935546875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8518295884132385, "bbox": [ 0.53387451171875, 0.358642578125, 0.55987548828125, 0.540771484375 ], "trackId": 161, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.546875, 0.540771484375 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7948630452156067, "bbox": [ 0.6175079345703125, 0.44805908203125, 0.6520233154296875, 0.55047607421875 ], "trackId": 241, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.55047607421875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 331, "sent_status": 46, "sent_frames": 285, "queued": 1, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299774.704574894, "channels": { "rtsp-test-source-01": { "at": 1299774.756972878, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447053.9723241, "source_stage": "native_completed", "source_stage_at": 1789447053.9867456, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447053.945007, "preprocess_output": 1789447053.9461963, "infer_output": 1789447053.9668875, "consume_entered": 1789447053.973996, "native_completed": 1789447053.9867456, "inference_frame_completed": 1789447053.972308 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 277, "preprocess_output": 277, "infer_output": 277, "consume_entered": 277, "native_completed": 277, "inference_frame_completed": 171 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 29.3, "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": 1299774741537046, "counts": { "decoded": 277, "selected": 277, "preprocess": 277, "infer": 277, "native": 277, "result": 171, "publisher_submit": 171 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299774692357644, "selected": 1299774692378168, "preprocess": 1299774693562946, "infer": 1299774714245244, "native": 1299774734131788, "result": 1299774719087774, "publisher_submit": 1299774719708408 }, "detail": true, "pending_samples": 70, "last_frame": { "selected": [ 276, 27775462028 ], "preprocess": [ 276, 27775462028 ], "infer": [ 276, 27775462028 ], "native": [ 276, 27775462028 ], "result": [ 265, 26675462028 ], "publisher_submit": [ 265, 26675462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 84, "mean_ms": 70.5680066904762, "p95_ms": 290.826633, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 84, "mean_ms": 135.64766989285712, "p95_ms": 491.779517, "max_ms": 591.892708 }, "infer_to_native": { "samples": 84, "mean_ms": 58.454787821428575, "p95_ms": 166.198403, "max_ms": 290.85705 }, "tracking": { "samples": 16, "mean_ms": 515.0426128125, "p95_ms": 1768.907815, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 16, "mean_ms": 68.778423875, "p95_ms": 187.28452, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 16, "mean_ms": 1.0471196875, "p95_ms": 1.393572, "max_ms": 1.393572 }, "scenario": { "samples": 16, "mean_ms": 1.06136725, "p95_ms": 1.41105, "max_ms": 1.41105 }, "result_work": { "samples": 16, "mean_ms": 523.5916708125, "p95_ms": 1779.146769, "max_ms": 1779.146769 }, "queue": { "samples": 16, "mean_ms": 920.598456375, "p95_ms": 994.292594, "max_ms": 994.292594 }, "native_to_result": { "samples": 14, "mean_ms": 1378.0513088571429, "p95_ms": 2407.731992, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 14, "mean_ms": 0.8422266428571429, "p95_ms": 1.64948, "max_ms": 1.64948 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 13, "processed": 171, "stale": 84, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 171, "per_task_buffers": { "det": 171 }, "latest": { "fn": 265, "det": 10, "persons": 8, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299774.757038343, "entries": 171, "length": 30, "last": "1789447053990-0", "pttl": 9944, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 265, "ptsNs": 26675462028, "ingestTimeWallMs": 1789447052848, "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": 1194126473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447052739, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9231777787208557, "bbox": [ 0.397705078125, 0.34271240234375, 0.449462890625, 0.58160400390625 ], "trackId": 1201, "eventIds": [ "36b7cc86-6349-4f99-9770-11347ff5c3e4" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.423583984375, 0.58160400390625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "36b7cc86-6349-4f99-9770-11347ff5c3e4" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9015746116638184, "bbox": [ 0.939727783203125, 0.287841796875, 0.999725341796875, 0.861572265625 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.9697265625, 0.861572265625 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8610715270042419, "bbox": [ 0.56396484375, 0.3951416015625, 0.59814453125, 0.5140380859375 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5810546875, 0.5140380859375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8603691458702087, "bbox": [ 0.793853759765625, 0.339111328125, 0.845794677734375, 0.608154296875 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.81982421875, 0.608154296875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8290773034095764, "bbox": [ 0.616729736328125, 0.44537353515625, 0.653778076171875, 0.55072021484375 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.55072021484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7358314990997314, "bbox": [ 0.6532745361328125, 0.442901611328125, 0.6865692138671875, 0.533660888671875 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.533660888671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6425446271896362, "bbox": [ 0.6351165771484375, 0.464935302734375, 0.6695709228515625, 0.555572509765625 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.65234375, 0.555572509765625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] }, { "objectRef": "9", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5014467239379883, "bbox": [ 0.1979827880859375, 0.43264007568359375, 0.2141265869140625, 0.45847320556640625 ], "trackId": 401, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.2060546875, 0.45847320556640625 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [ { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 265, "ptsNs": 26675462028, "ingestTimeWallMs": 1789447052848, "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": 1194126473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447052739, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d", "scenario": "INTRUSION", "categoryKey": "person", "modelKey": "RFDETRMedium", "classId": 0, "trackId": 1281, "roiId": "primary", "objectRef": "2", "confidence": 0.8610715270042419, "bbox": [ 0.56396484375, 0.3951416015625, 0.59814453125, 0.5140380859375 ], "clipUri": null, "thumbnailUri": null, "deliveryStatus": "NOT_SUBMITTED" } ] } } }, "rtsp-test-source-02": { "at": 1299774.814087201, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447054.0306318, "source_stage": "inference_frame_completed", "source_stage_at": 1789447054.0305748, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447053.9265592, "preprocess_output": 1789447053.9291136, "infer_output": 1789447053.9468098, "consume_entered": 1789447053.9497178, "native_completed": 1789447053.962937, "inference_frame_completed": 1789447054.0305748 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 230, "preprocess_output": 230, "infer_output": 230, "consume_entered": 230, "native_completed": 230, "inference_frame_completed": 133 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 25.2, "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": 1299774801496816, "counts": { "decoded": 230, "selected": 230, "preprocess": 230, "infer": 230, "native": 230, "result": 133, "publisher_submit": 133 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299774673874718, "selected": 1299774673908891, "preprocess": 1299774676427045, "infer": 1299774694116603, "native": 1299774710293882, "result": 1299774777354421, "publisher_submit": 1299774777972830 }, "detail": true, "pending_samples": 69, "last_frame": { "selected": [ 229, 24872222057 ], "preprocess": [ 229, 24872222057 ], "infer": [ 229, 24872222057 ], "native": [ 229, 24872222057 ], "result": [ 218, 23772222057 ], "publisher_submit": [ 218, 23772222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 83, "mean_ms": 84.20615554216867, "p95_ms": 300.267675, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 83, "mean_ms": 148.0364840120482, "p95_ms": 582.872921, "max_ms": 675.090996 }, "infer_to_native": { "samples": 83, "mean_ms": 58.891291915662656, "p95_ms": 188.27601, "max_ms": 360.068996 }, "tracking": { "samples": 16, "mean_ms": 491.489228875, "p95_ms": 1489.361547, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 16, "mean_ms": 67.2855084375, "p95_ms": 169.832696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 16, "mean_ms": 3.020559, "p95_ms": 13.793339, "max_ms": 13.793339 }, "scenario": { "samples": 16, "mean_ms": 6.8170230625, "p95_ms": 65.078732, "max_ms": 65.078732 }, "result_work": { "samples": 16, "mean_ms": 527.6038176875, "p95_ms": 1645.083605, "max_ms": 1645.083605 }, "queue": { "samples": 16, "mean_ms": 933.1279831875, "p95_ms": 992.550638, "max_ms": 992.550638 }, "native_to_result": { "samples": 14, "mean_ms": 1449.9381320714285, "p95_ms": 2696.722462, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 14, "mean_ms": 0.8961254285714285, "p95_ms": 3.525124, "max_ms": 3.525124 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 9, "events_created": 9, "processed": 133, "stale": 80, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 133, "per_task_buffers": { "det": 133 }, "latest": { "fn": 218, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299774.814155105, "entries": 133, "length": 30, "last": "1789447054032-0", "pttl": 9919, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 218, "ptsNs": 23772222057, "ingestTimeWallMs": 1789447052817, "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": 3322051188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470696347, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9199306964874268, "bbox": [ 0.81475830078125, 0.341064453125, 0.89520263671875, 0.696044921875 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.85498046875, 0.696044921875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8840392827987671, "bbox": [ 0.37786102294921875, 0.3905029296875, 0.40485382080078125, 0.5294189453125 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.391357421875, 0.5294189453125 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8834372758865356, "bbox": [ 0.7048187255859375, 0.3206787109375, 0.7658843994140625, 0.7135009765625 ], "trackId": 881, "eventIds": [ "bf44f7ff-5743-4516-95f5-1f59ea902e9d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7353515625, 0.7135009765625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "bf44f7ff-5743-4516-95f5-1f59ea902e9d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8419556617736816, "bbox": [ 0.501861572265625, 0.357421875, 0.545989990234375, 0.5419921875 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.52392578125, 0.5419921875 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8335957527160645, "bbox": [ 0.6156768798828125, 0.445068359375, 0.6538543701171875, 0.551513671875 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.551513671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7747538685798645, "bbox": [ 0.6519775390625, 0.43865966796875, 0.6859130859375, 0.53497314453125 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6689453125, 0.53497314453125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 352, "sent_status": 50, "sent_frames": 302, "queued": 1, "queuedBytes": 5720, "channels": 3 } } }, { "at": 1299775.864520045, "channels": { "rtsp-test-source-01": { "at": 1299775.930158792, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447054.9920363, "source_stage": "native_completed", "source_stage_at": 1789447055.106037, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447055.0507467, "preprocess_output": 1789447055.055679, "infer_output": 1789447055.0783448, "consume_entered": 1789447055.0817559, "native_completed": 1789447055.106037, "inference_frame_completed": 1789447054.9920177 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 288, "preprocess_output": 288, "infer_output": 288, "consume_entered": 288, "native_completed": 288, "inference_frame_completed": 179 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 30.5, "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": 1299775889872557, "counts": { "decoded": 288, "selected": 288, "preprocess": 288, "infer": 288, "native": 288, "result": 179, "publisher_submit": 179 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299775797996310, "selected": 1299775798096612, "preprocess": 1299775802973910, "infer": 1299775825636920, "native": 1299775853369226, "result": 1299775735957715, "publisher_submit": 1299775739400985 }, "detail": true, "pending_samples": 73, "last_frame": { "selected": [ 287, 28875462028 ], "preprocess": [ 287, 28875462028 ], "infer": [ 287, 28875462028 ], "native": [ 287, 28875462028 ], "result": [ 275, 27675462028 ], "publisher_submit": [ 275, 27675462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 95, "mean_ms": 62.83730746315789, "p95_ms": 290.826633, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 95, "mean_ms": 122.84926974736842, "p95_ms": 491.779517, "max_ms": 591.892708 }, "infer_to_native": { "samples": 95, "mean_ms": 54.23675293684211, "p95_ms": 166.198403, "max_ms": 290.85705 }, "tracking": { "samples": 24, "mean_ms": 383.65636466666666, "p95_ms": 1372.981233, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 24, "mean_ms": 59.316499375, "p95_ms": 168.899846, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 24, "mean_ms": 1.0078007916666667, "p95_ms": 1.34351, "max_ms": 1.393572 }, "scenario": { "samples": 24, "mean_ms": 1.021336, "p95_ms": 1.385436, "max_ms": 1.41105 }, "result_work": { "samples": 24, "mean_ms": 391.4418312083333, "p95_ms": 1376.940653, "max_ms": 1779.146769 }, "queue": { "samples": 24, "mean_ms": 924.479412875, "p95_ms": 983.096596, "max_ms": 994.292594 }, "native_to_result": { "samples": 22, "mean_ms": 1265.205630090909, "p95_ms": 2009.117916, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 22, "mean_ms": 1.236239181818182, "p95_ms": 3.44327, "max_ms": 4.805164 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 13, "processed": 179, "stale": 87, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 180, "per_task_buffers": { "det": 180 }, "latest": { "fn": 277, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299775.930216298, "entries": 180, "length": 30, "last": "1789447055162-0", "pttl": 9919, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 277, "ptsNs": 27875462028, "ingestTimeWallMs": 1789447054044, "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": 1194234473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447053939, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9116528034210205, "bbox": [ 0.3566131591796875, 0.34063720703125, 0.4036407470703125, 0.56072998046875 ], "trackId": 1201, "eventIds": [ "36b7cc86-6349-4f99-9770-11347ff5c3e4" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.380126953125, 0.56072998046875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "36b7cc86-6349-4f99-9770-11347ff5c3e4" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9032942056655884, "bbox": [ 0.9435577392578125, 0.287841796875, 0.9998016357421875, 0.862548828125 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.9716796875, 0.862548828125 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8755743503570557, "bbox": [ 0.795135498046875, 0.3389892578125, 0.844512939453125, 0.6082763671875 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.81982421875, 0.6082763671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8294920325279236, "bbox": [ 0.616729736328125, 0.444305419921875, 0.653778076171875, 0.551300048828125 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.551300048828125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8165527582168579, "bbox": [ 0.5803070068359375, 0.39129638671875, 0.6081695556640625, 0.51348876953125 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.59423828125, 0.51348876953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7549149990081787, "bbox": [ 0.652496337890625, 0.44219970703125, 0.687347412109375, 0.53533935546875 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.53533935546875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5976079106330872, "bbox": [ 0.6338119506835938, 0.4647216796875, 0.6601333618164062, 0.5548095703125 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64697265625, 0.5548095703125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299776.015882923, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447055.2502193, "source_stage": "inference_frame_completed", "source_stage_at": 1789447055.2502038, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447055.2401526, "preprocess_output": 1789447055.2496095, "infer_output": 1789447055.1543472, "consume_entered": 1789447055.1621714, "native_completed": 1789447055.1773567, "inference_frame_completed": 1789447055.2502038 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 243, "preprocess_output": 243, "infer_output": 242, "consume_entered": 242, "native_completed": 242, "inference_frame_completed": 143 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 26.4, "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": 1299776006475370, "counts": { "decoded": 243, "selected": 243, "preprocess": 243, "infer": 242, "native": 242, "result": 143, "publisher_submit": 143 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299775987469272, "selected": 1299775987505688, "preprocess": 1299775996865783, "infer": 1299775901691040, "native": 1299775924655900, "result": 1299775994599787, "publisher_submit": 1299775997579240 }, "detail": true, "pending_samples": 72, "last_frame": { "selected": [ 242, 26172222057 ], "preprocess": [ 242, 26172222057 ], "infer": [ 241, 26072222057 ], "native": [ 241, 26072222057 ], "result": [ 230, 24972222057 ], "publisher_submit": [ 230, 24972222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 96, "mean_ms": 73.24026528125, "p95_ms": 300.267675, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 95, "mean_ms": 132.71172798947367, "p95_ms": 582.872921, "max_ms": 675.090996 }, "infer_to_native": { "samples": 95, "mean_ms": 54.44557611578947, "p95_ms": 188.27601, "max_ms": 360.068996 }, "tracking": { "samples": 26, "mean_ms": 347.2360051923077, "p95_ms": 1268.554357, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 26, "mean_ms": 56.1116775, "p95_ms": 160.655015, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 26, "mean_ms": 2.232371769230769, "p95_ms": 11.062907, "max_ms": 13.793339 }, "scenario": { "samples": 26, "mean_ms": 4.573218230769231, "p95_ms": 16.028674, "max_ms": 65.078732 }, "result_work": { "samples": 26, "mean_ms": 371.51327076923076, "p95_ms": 1374.597726, "max_ms": 1645.083605 }, "queue": { "samples": 26, "mean_ms": 933.2468335, "p95_ms": 992.550638, "max_ms": 997.172642 }, "native_to_result": { "samples": 24, "mean_ms": 1281.3094369583332, "p95_ms": 2239.90518, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 24, "mean_ms": 1.03682725, "p95_ms": 3.180856, "max_ms": 3.525124 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 9, "events_created": 10, "processed": 143, "stale": 82, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 143, "per_task_buffers": { "det": 143 }, "latest": { "fn": 230, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299776.015937072, "entries": 143, "length": 30, "last": "1789447055254-0", "pttl": 9953, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 230, "ptsNs": 24972222057, "ingestTimeWallMs": 1789447054059, "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": 3322159188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470697547, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9000037312507629, "bbox": [ 0.8004150390625, 0.3411865234375, 0.8695068359375, 0.6802978515625 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8349609375, 0.6802978515625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8978744745254517, "bbox": [ 0.69940185546875, 0.3216552734375, 0.77813720703125, 0.7135009765625 ], "trackId": 881, "eventIds": [ "bf44f7ff-5743-4516-95f5-1f59ea902e9d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.73876953125, 0.7135009765625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "bf44f7ff-5743-4516-95f5-1f59ea902e9d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8858291506767273, "bbox": [ 0.38153839111328125, 0.39227294921875, 0.40605926513671875, 0.52960205078125 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.393798828125, 0.52960205078125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8842393159866333, "bbox": [ 0.51409912109375, 0.35736083984375, 0.55914306640625, 0.54595947265625 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.53662109375, 0.54595947265625 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7877680063247681, "bbox": [ 0.6159515380859375, 0.451202392578125, 0.6526031494140625, 0.550750732421875 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63427734375, 0.550750732421875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6342035531997681, "bbox": [ 0.6535415649414062, 0.447509765625, 0.6833724975585938, 0.534912109375 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66845703125, 0.534912109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5684158205986023, "bbox": [ 0.633941650390625, 0.467742919921875, 0.660980224609375, 0.555694580078125 ], "trackId": 321, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6474609375, 0.555694580078125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [ { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 230, "ptsNs": 24972222057, "ingestTimeWallMs": 1789447054059, "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": 3322159188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470697547, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e", "scenario": "INTRUSION", "categoryKey": "person", "modelKey": "RFDETRMedium", "classId": 0, "trackId": 561, "roiId": "primary", "objectRef": "0", "confidence": 0.9000037312507629, "bbox": [ 0.8004150390625, 0.3411865234375, 0.8695068359375, 0.6802978515625 ], "clipUri": null, "thumbnailUri": null, "deliveryStatus": "NOT_SUBMITTED" } ] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 377, "sent_status": 56, "sent_frames": 321, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299777.051855974, "channels": { "rtsp-test-source-01": { "at": 1299777.112952234, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447056.294461, "source_stage": "native_completed", "source_stage_at": 1789447056.3067188, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447056.2500296, "preprocess_output": 1789447056.2582023, "infer_output": 1789447056.2802253, "consume_entered": 1789447056.2887843, "native_completed": 1789447056.3067188, "inference_frame_completed": 1789447056.2944376 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 300, "preprocess_output": 300, "infer_output": 300, "consume_entered": 300, "native_completed": 300, "inference_frame_completed": 189 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 31.7, "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": 1299777090762338, "counts": { "decoded": 300, "selected": 300, "preprocess": 300, "infer": 300, "native": 300, "result": 189, "publisher_submit": 189 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299776997389357, "selected": 1299776997405793, "preprocess": 1299777005567293, "infer": 1299777027529084, "native": 1299777054082543, "result": 1299777035872744, "publisher_submit": 1299777041824846 }, "detail": true, "pending_samples": 75, "last_frame": { "selected": [ 299, 30075462028 ], "preprocess": [ 299, 30075462028 ], "infer": [ 299, 30075462028 ], "native": [ 299, 30075462028 ], "result": [ 288, 28975462028 ], "publisher_submit": [ 288, 28975462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 107, "mean_ms": 56.32579985981309, "p95_ms": 275.626963, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 107, "mean_ms": 111.57292943925233, "p95_ms": 490.29953, "max_ms": 591.892708 }, "infer_to_native": { "samples": 107, "mean_ms": 50.67961543925234, "p95_ms": 166.065637, "max_ms": 290.85705 }, "tracking": { "samples": 34, "mean_ms": 306.5247469411765, "p95_ms": 1372.981233, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 34, "mean_ms": 52.85344788235294, "p95_ms": 168.899846, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 34, "mean_ms": 1.001500205882353, "p95_ms": 1.379779, "max_ms": 1.393572 }, "scenario": { "samples": 34, "mean_ms": 1.0144560294117646, "p95_ms": 1.392415, "max_ms": 1.41105 }, "result_work": { "samples": 34, "mean_ms": 314.2538763235294, "p95_ms": 1376.940653, "max_ms": 1779.146769 }, "queue": { "samples": 34, "mean_ms": 931.4189976764707, "p95_ms": 983.096596, "max_ms": 994.292594 }, "native_to_result": { "samples": 32, "mean_ms": 1204.57858334375, "p95_ms": 2009.117916, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 32, "mean_ms": 1.36601853125, "p95_ms": 4.805164, "max_ms": 5.952102 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 13, "processed": 189, "stale": 89, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 189, "per_task_buffers": { "det": 189 }, "latest": { "fn": 288, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299777.112988692, "entries": 189, "length": 30, "last": "1789447056296-0", "pttl": 9907, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 288, "ptsNs": 28975462028, "ingestTimeWallMs": 1789447055155, "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": 1194333473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447055039, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8984106183052063, "bbox": [ 0.9503631591796875, 0.293212890625, 0.9998321533203125, 0.863037109375 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.97509765625, 0.863037109375 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8971559405326843, "bbox": [ 0.3094024658203125, 0.33551025390625, 0.3590545654296875, 0.55706787109375 ], "trackId": 1201, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.334228515625, 0.55706787109375 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8802834153175354, "bbox": [ 0.5873260498046875, 0.395111083984375, 0.6128692626953125, 0.513580322265625 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.60009765625, 0.513580322265625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8696039319038391, "bbox": [ 0.7951202392578125, 0.338623046875, 0.8474578857421875, 0.608154296875 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8212890625, 0.608154296875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8264318704605103, "bbox": [ 0.6169586181640625, 0.44415283203125, 0.6535491943359375, 0.55096435546875 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.55096435546875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7704647779464722, "bbox": [ 0.65191650390625, 0.443084716796875, 0.68695068359375, 0.535430908203125 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.535430908203125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6399611234664917, "bbox": [ 0.6330413818359375, 0.4622802734375, 0.6696929931640625, 0.5552978515625 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6513671875, 0.5552978515625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299777.153767136, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447056.3319721, "source_stage": "native_completed", "source_stage_at": 1789447056.3517964, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447056.3132687, "preprocess_output": 1789447056.314893, "infer_output": 1789447056.3349664, "consume_entered": 1789447056.3381507, "native_completed": 1789447056.3517964, "inference_frame_completed": 1789447056.331954 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 254, "preprocess_output": 254, "infer_output": 254, "consume_entered": 254, "native_completed": 254, "inference_frame_completed": 152 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 27.6, "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": 1299777144314060, "counts": { "decoded": 254, "selected": 254, "preprocess": 254, "infer": 254, "native": 254, "result": 152, "publisher_submit": 152 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299777060633622, "selected": 1299777060647663, "preprocess": 1299777062271917, "infer": 1299777082249494, "native": 1299777099185194, "result": 1299777078758174, "publisher_submit": 1299777079355643 }, "detail": true, "pending_samples": 74, "last_frame": { "selected": [ 253, 27272222057 ], "preprocess": [ 253, 27272222057 ], "infer": [ 253, 27272222057 ], "native": [ 253, 27272222057 ], "result": [ 242, 26172222057 ], "publisher_submit": [ 242, 26172222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 107, "mean_ms": 65.98780585046728, "p95_ms": 278.698641, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 107, "mean_ms": 120.71529174766356, "p95_ms": 505.033392, "max_ms": 675.090996 }, "infer_to_native": { "samples": 107, "mean_ms": 50.667976588785045, "p95_ms": 179.428332, "max_ms": 360.068996 }, "tracking": { "samples": 35, "mean_ms": 286.34519377142857, "p95_ms": 1268.554357, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 35, "mean_ms": 51.25947217142857, "p95_ms": 160.655015, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 35, "mean_ms": 2.0115310285714285, "p95_ms": 11.062907, "max_ms": 13.793339 }, "scenario": { "samples": 35, "mean_ms": 4.036986914285714, "p95_ms": 16.028674, "max_ms": 65.078732 }, "result_work": { "samples": 35, "mean_ms": 306.81623702857144, "p95_ms": 1374.597726, "max_ms": 1645.083605 }, "queue": { "samples": 35, "mean_ms": 933.2724626285714, "p95_ms": 992.550638, "max_ms": 997.172642 }, "native_to_result": { "samples": 33, "mean_ms": 1219.6529534545455, "p95_ms": 2239.90518, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 33, "mean_ms": 1.104360878787879, "p95_ms": 3.525124, "max_ms": 4.800038 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 10, "events_created": 10, "processed": 152, "stale": 84, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 152, "per_task_buffers": { "det": 152 }, "latest": { "fn": 242, "det": 10, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299777.153800046, "entries": 152, "length": 30, "last": "1789447056338-0", "pttl": 9907, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 242, "ptsNs": 26172222057, "ingestTimeWallMs": 1789447055239, "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": 3322267188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470698747, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9229002594947815, "bbox": [ 0.699432373046875, 0.3209228515625, 0.782012939453125, 0.7142333984375 ], "trackId": 881, "eventIds": [ "bf44f7ff-5743-4516-95f5-1f59ea902e9d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.74072265625, 0.7142333984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "bf44f7ff-5743-4516-95f5-1f59ea902e9d" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8908652067184448, "bbox": [ 0.5562286376953125, 0.35467529296875, 0.5931854248046875, 0.55987548828125 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.57470703125, 0.55987548828125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8776865601539612, "bbox": [ 0.381500244140625, 0.3914794921875, 0.406097412109375, 0.5294189453125 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.393798828125, 0.5294189453125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8698251843452454, "bbox": [ 0.7730560302734375, 0.342529296875, 0.8294830322265625, 0.656982421875 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.80126953125, 0.656982421875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8014700412750244, "bbox": [ 0.616241455078125, 0.44769287109375, 0.653289794921875, 0.55084228515625 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.55084228515625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6364660859107971, "bbox": [ 0.6548538208007812, 0.44384765625, 0.6840133666992188, 0.53466796875 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.53466796875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5725435614585876, "bbox": [ 0.6339263916015625, 0.466094970703125, 0.6619720458984375, 0.555389404296875 ], "trackId": 321, "eventIds": [ "a886bd24-d18f-4866-8051-2335c36a288e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64794921875, 0.555389404296875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "a886bd24-d18f-4866-8051-2335c36a288e" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 401, "sent_status": 61, "sent_frames": 340, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299778.179975387, "channels": { "rtsp-test-source-01": { "at": 1299778.256210556, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447057.3519454, "source_stage": "infer_output", "source_stage_at": 1789447057.470734, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447057.4462535, "preprocess_output": 1789447057.4477956, "infer_output": 1789447057.470734, "consume_entered": 1789447057.3820782, "native_completed": 1789447057.3968904, "inference_frame_completed": 1789447057.35191 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 312, "preprocess_output": 312, "infer_output": 312, "consume_entered": 311, "native_completed": 311, "inference_frame_completed": 198 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 32.8, "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": 1299778219179558, "counts": { "decoded": 312, "selected": 312, "preprocess": 312, "infer": 312, "native": 311, "result": 198, "publisher_submit": 198 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299778193567718, "selected": 1299778193606478, "preprocess": 1299778195143270, "infer": 1299778217970877, "native": 1299778144212557, "result": 1299778097833244, "publisher_submit": 1299778099280733 }, "detail": true, "pending_samples": 78, "last_frame": { "selected": [ 311, 31275462028 ], "preprocess": [ 311, 31275462028 ], "infer": [ 311, 31275462028 ], "native": [ 310, 31175462028 ], "result": [ 299, 30075462028 ], "publisher_submit": [ 299, 30075462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 119, "mean_ms": 51.17443100840336, "p95_ms": 275.626963, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 119, "mean_ms": 102.77659462184873, "p95_ms": 490.29953, "max_ms": 591.892708 }, "infer_to_native": { "samples": 118, "mean_ms": 47.838498813559326, "p95_ms": 166.065637, "max_ms": 290.85705 }, "tracking": { "samples": 43, "mean_ms": 265.51390744186045, "p95_ms": 1154.663973, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 43, "mean_ms": 49.199333465116275, "p95_ms": 157.75009, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 43, "mean_ms": 1.0069113023255813, "p95_ms": 1.379779, "max_ms": 1.715308 }, "scenario": { "samples": 43, "mean_ms": 1.0196676511627907, "p95_ms": 1.392415, "max_ms": 1.732063 }, "result_work": { "samples": 43, "mean_ms": 273.0204057209302, "p95_ms": 1158.458409, "max_ms": 1779.146769 }, "queue": { "samples": 43, "mean_ms": 934.1443668837209, "p95_ms": 981.178708, "max_ms": 994.292594 }, "native_to_result": { "samples": 41, "mean_ms": 1173.461240390244, "p95_ms": 1894.11623, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 41, "mean_ms": 1.3004321707317072, "p95_ms": 3.44327, "max_ms": 5.952102 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 13, "processed": 198, "stale": 91, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 198, "per_task_buffers": { "det": 198 }, "latest": { "fn": 299, "det": 8, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299778.256236406, "entries": 198, "length": 30, "last": "1789447057356-0", "pttl": 9991, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 299, "ptsNs": 30075462028, "ingestTimeWallMs": 1789447056249, "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": 1194432473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447056139, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9453993439674377, "bbox": [ 0.929718017578125, 0.291748046875, 0.999969482421875, 0.846923828125 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.96484375, 0.846923828125 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9003546833992004, "bbox": [ 0.3062896728515625, 0.34130859375, 0.3528900146484375, 0.560546875 ], "trackId": 1201, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.32958984375, 0.560546875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8783142566680908, "bbox": [ 0.5886688232421875, 0.395172119140625, 0.6134796142578125, 0.513519287109375 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.60107421875, 0.513519287109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8748277425765991, "bbox": [ 0.7966156005859375, 0.3380126953125, 0.8449859619140625, 0.6087646484375 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.82080078125, 0.6087646484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8292155861854553, "bbox": [ 0.616668701171875, 0.44390869140625, 0.653839111328125, 0.55072021484375 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.55072021484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7757747173309326, "bbox": [ 0.6526031494140625, 0.4432373046875, 0.6882171630859375, 0.5367431640625 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.67041015625, 0.5367431640625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6612669825553894, "bbox": [ 0.6330795288085938, 0.468231201171875, 0.6579360961914062, 0.555206298828125 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6455078125, 0.555206298828125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299778.312923009, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447057.4249866, "source_stage": "native_completed", "source_stage_at": 1789447057.555435, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447057.5133574, "preprocess_output": 1789447057.5181587, "infer_output": 1789447057.538375, "consume_entered": 1789447057.5401797, "native_completed": 1789447057.555435, "inference_frame_completed": 1789447057.424966 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 266, "preprocess_output": 266, "infer_output": 266, "consume_entered": 266, "native_completed": 266, "inference_frame_completed": 162 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 28.7, "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": 1299778306921697, "counts": { "decoded": 266, "selected": 266, "preprocess": 266, "infer": 266, "native": 266, "result": 162, "publisher_submit": 162 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299778260702100, "selected": 1299778260724120, "preprocess": 1299778265484130, "infer": 1299778285668755, "native": 1299778302794825, "result": 1299778171632873, "publisher_submit": 1299778172361714 }, "detail": true, "pending_samples": 76, "last_frame": { "selected": [ 265, 28472222057 ], "preprocess": [ 265, 28472222057 ], "infer": [ 265, 28472222057 ], "native": [ 265, 28472222057 ], "result": [ 253, 27272222057 ], "publisher_submit": [ 253, 27272222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 119, "mean_ms": 59.67740290756302, "p95_ms": 278.698641, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 119, "mean_ms": 110.61211974789916, "p95_ms": 505.033392, "max_ms": 675.090996 }, "infer_to_native": { "samples": 119, "mean_ms": 47.808629100840335, "p95_ms": 179.428332, "max_ms": 360.068996 }, "tracking": { "samples": 45, "mean_ms": 245.15026873333332, "p95_ms": 999.139616, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 45, "mean_ms": 47.33729062222222, "p95_ms": 147.629219, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 45, "mean_ms": 1.809804822222222, "p95_ms": 10.309114, "max_ms": 13.793339 }, "scenario": { "samples": 45, "mean_ms": 3.3877953333333335, "p95_ms": 14.623615, "max_ms": 65.078732 }, "result_work": { "samples": 45, "mean_ms": 262.8789106, "p95_ms": 1213.786406, "max_ms": 1645.083605 }, "queue": { "samples": 45, "mean_ms": 931.1716711777777, "p95_ms": 990.911139, "max_ms": 997.172642 }, "native_to_result": { "samples": 43, "mean_ms": 1176.2337598372092, "p95_ms": 1967.016548, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 43, "mean_ms": 1.4431905813953487, "p95_ms": 4.800038, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 11, "events_created": 10, "processed": 162, "stale": 85, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 162, "per_task_buffers": { "det": 162 }, "latest": { "fn": 253, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299778.312955618, "entries": 162, "length": 30, "last": "1789447057427-0", "pttl": 9989, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 254, "ptsNs": 27372222057, "ingestTimeWallMs": 1789447056412, "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": 3322375188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470699947, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.929568350315094, "bbox": [ 0.7559814453125, 0.3209228515625, 0.8280029296875, 0.7171630859375 ], "trackId": 881, "eventIds": [ "bf44f7ff-5743-4516-95f5-1f59ea902e9d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7919921875, 0.7171630859375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "bf44f7ff-5743-4516-95f5-1f59ea902e9d" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9171544313430786, "bbox": [ 0.583740234375, 0.354736328125, 0.641845703125, 0.571044921875 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.61279296875, 0.571044921875 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8940516710281372, "bbox": [ 0.7197265625, 0.34765625, 0.7744140625, 0.63671875 ], "trackId": 561, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7470703125, 0.63671875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8687154054641724, "bbox": [ 0.38177490234375, 0.390380859375, 0.40631103515625, 0.529052734375 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.39404296875, 0.529052734375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7853085398674011, "bbox": [ 0.6271133422851562, 0.452484130859375, 0.6551132202148438, 0.555328369140625 ], "trackId": 241, "eventIds": [ "ed29e83e-6986-4ef8-94dc-3a0a1509130f" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64111328125, 0.555328369140625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ed29e83e-6986-4ef8-94dc-3a0a1509130f" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6917057037353516, "bbox": [ 0.65362548828125, 0.4434814453125, 0.68328857421875, 0.5325927734375 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66845703125, 0.5325927734375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 424, "sent_status": 64, "sent_frames": 360, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299779.339246379, "channels": { "rtsp-test-source-01": { "at": 1299779.546792737, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447058.5476089, "source_stage": "native_completed", "source_stage_at": 1789447058.6066647, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447058.546662, "preprocess_output": 1789447058.5497832, "infer_output": 1789447058.5763037, "consume_entered": 1789447058.5805597, "native_completed": 1789447058.6066647, "inference_frame_completed": 1789447058.547567 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 323, "preprocess_output": 323, "infer_output": 323, "consume_entered": 323, "native_completed": 323, "inference_frame_completed": 206 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 34.0, "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": 1299779394236843, "counts": { "decoded": 323, "selected": 323, "preprocess": 323, "infer": 323, "native": 323, "result": 206, "publisher_submit": 206 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299779293972105, "selected": 1299779293990640, "preprocess": 1299779297151347, "infer": 1299779323630664, "native": 1299779354025891, "result": 1299779292377598, "publisher_submit": 1299779294955485 }, "detail": true, "pending_samples": 81, "last_frame": { "selected": [ 322, 32375462028 ], "preprocess": [ 322, 32375462028 ], "infer": [ 322, 32375462028 ], "native": [ 322, 32375462028 ], "result": [ 311, 31275462028 ], "publisher_submit": [ 311, 31275462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 130, "mean_ms": 47.336387884615384, "p95_ms": 274.932254, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 130, "mean_ms": 96.05994904615385, "p95_ms": 490.123305, "max_ms": 591.892708 }, "infer_to_native": { "samples": 130, "mean_ms": 45.309111538461536, "p95_ms": 165.01562, "max_ms": 290.85705 }, "tracking": { "samples": 51, "mean_ms": 246.28317433333333, "p95_ms": 1154.663973, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 51, "mean_ms": 48.1400468627451, "p95_ms": 157.75009, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 51, "mean_ms": 1.0037778823529413, "p95_ms": 1.379779, "max_ms": 1.715308 }, "scenario": { "samples": 51, "mean_ms": 1.0164156862745097, "p95_ms": 1.392415, "max_ms": 1.732063 }, "result_work": { "samples": 51, "mean_ms": 253.57753025490197, "p95_ms": 1158.458409, "max_ms": 1779.146769 }, "queue": { "samples": 51, "mean_ms": 936.302515745098, "p95_ms": 983.096596, "max_ms": 997.070288 }, "native_to_result": { "samples": 49, "mean_ms": 1161.260620367347, "p95_ms": 1894.11623, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 49, "mean_ms": 1.3152349387755102, "p95_ms": 3.44327, "max_ms": 5.952102 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 13, "processed": 206, "stale": 95, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 206, "per_task_buffers": { "det": 206 }, "latest": { "fn": 311, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299779.546870904, "entries": 206, "length": 30, "last": "1789447058550-0", "pttl": 9689, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 311, "ptsNs": 31275462028, "ingestTimeWallMs": 1789447057445, "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": 1194540473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447057339, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9425067901611328, "bbox": [ 0.825439453125, 0.30078125, 0.924560546875, 0.8193359375 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.875, 0.8193359375 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8637367486953735, "bbox": [ 0.5883255004882812, 0.39617919921875, 0.6138229370117188, 0.51348876953125 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.60107421875, 0.51348876953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8629302382469177, "bbox": [ 0.3237762451171875, 0.495849609375, 0.3739776611328125, 0.589111328125 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.348876953125, 0.589111328125 ], "inside": false, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8530579209327698, "bbox": [ 0.793731689453125, 0.33837890625, 0.841033935546875, 0.60693359375 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8173828125, 0.60693359375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8172829747200012, "bbox": [ 0.61669921875, 0.447418212890625, 0.65380859375, 0.551116943359375 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.551116943359375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7527403235435486, "bbox": [ 0.6526641845703125, 0.44366455078125, 0.6871795654296875, 0.53729248046875 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.53729248046875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6216557621955872, "bbox": [ 0.6334991455078125, 0.468353271484375, 0.6584930419921875, 0.555084228515625 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64599609375, 0.555084228515625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299779.691462591, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447058.814164, "source_stage": "consume_entered", "source_stage_at": 1789447058.8737907, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447058.8212671, "preprocess_output": 1789447058.8262563, "infer_output": 1789447058.8284936, "consume_entered": 1789447058.8737907, "native_completed": 1789447058.6617086, "inference_frame_completed": 1789447058.8141093 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 279, "preprocess_output": 279, "infer_output": 278, "consume_entered": 278, "native_completed": 277, "inference_frame_completed": 173 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 30.0, "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": 1299779630338176, "counts": { "decoded": 279, "selected": 279, "preprocess": 279, "infer": 278, "native": 277, "result": 173, "publisher_submit": 173 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299779568520369, "selected": 1299779568583723, "preprocess": 1299779573568588, "infer": 1299779575662677, "native": 1299779409081547, "result": 1299779560052437, "publisher_submit": 1299779561466633 }, "detail": true, "pending_samples": 78, "last_frame": { "selected": [ 278, 29772222057 ], "preprocess": [ 278, 29772222057 ], "infer": [ 277, 29672222057 ], "native": [ 276, 29572222057 ], "result": [ 265, 28472222057 ], "publisher_submit": [ 265, 28472222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 132, "mean_ms": 54.09532647727273, "p95_ms": 266.433968, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 131, "mean_ms": 102.78914697709924, "p95_ms": 497.362278, "max_ms": 675.090996 }, "infer_to_native": { "samples": 130, "mean_ms": 45.56154703846153, "p95_ms": 156.585587, "max_ms": 360.068996 }, "tracking": { "samples": 56, "mean_ms": 220.54252935714285, "p95_ms": 999.139616, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 56, "mean_ms": 44.8184035, "p95_ms": 147.629219, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 56, "mean_ms": 1.6535474285714287, "p95_ms": 10.309114, "max_ms": 13.793339 }, "scenario": { "samples": 56, "mean_ms": 2.9240552321428575, "p95_ms": 14.623615, "max_ms": 65.078732 }, "result_work": { "samples": 56, "mean_ms": 236.0114455892857, "p95_ms": 1213.786406, "max_ms": 1645.083605 }, "queue": { "samples": 56, "mean_ms": 931.2465021428571, "p95_ms": 991.612121, "max_ms": 997.172642 }, "native_to_result": { "samples": 54, "mean_ms": 1152.4388888888889, "p95_ms": 1967.016548, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 54, "mean_ms": 1.3359454074074075, "p95_ms": 4.800038, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 8, "events_created": 10, "processed": 173, "stale": 88, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 173, "per_task_buffers": { "det": 173 }, "latest": { "fn": 265, "det": 5, "persons": 4, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299779.691496856, "entries": 173, "length": 30, "last": "1789447058823-0", "pttl": 9844, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 265, "ptsNs": 28472222057, "ingestTimeWallMs": 1789447057513, "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": 3322474188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470701047, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9064877033233643, "bbox": [ 0.657318115234375, 0.34033203125, 0.713775634765625, 0.63134765625 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.685546875, 0.63134765625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9054896235466003, "bbox": [ 0.7847900390625, 0.3223876953125, 0.8695068359375, 0.7567138671875 ], "trackId": 881, "eventIds": [ "bf44f7ff-5743-4516-95f5-1f59ea902e9d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8271484375, 0.7567138671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "bf44f7ff-5743-4516-95f5-1f59ea902e9d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.885433554649353, "bbox": [ 0.3839569091796875, 0.389404296875, 0.4124298095703125, 0.529052734375 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.398193359375, 0.529052734375 ], "inside": true, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8624675869941711, "bbox": [ 0.62042236328125, 0.3525390625, 0.66668701171875, 0.57666015625 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6435546875, 0.57666015625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 446, "sent_status": 68, "sent_frames": 378, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299780.728428069, "channels": { "rtsp-test-source-01": { "at": 1299780.77671967, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447059.9249787, "source_stage": "native_completed", "source_stage_at": 1789447059.986926, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447059.9442904, "preprocess_output": 1789447059.945742, "infer_output": 1789447059.96844, "consume_entered": 1789447059.970067, "native_completed": 1789447059.986926, "inference_frame_completed": 1789447059.9249606 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 337, "preprocess_output": 337, "infer_output": 337, "consume_entered": 337, "native_completed": 337, "inference_frame_completed": 214 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 35.4, "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": 1299780763683073, "counts": { "decoded": 337, "selected": 337, "preprocess": 337, "infer": 337, "native": 337, "result": 214, "publisher_submit": 214 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299780691644526, "selected": 1299780691663857, "preprocess": 1299780693082817, "infer": 1299780715783235, "native": 1299780734285609, "result": 1299780671788202, "publisher_submit": 1299780672361959 }, "detail": true, "pending_samples": 87, "last_frame": { "selected": [ 336, 33775462028 ], "preprocess": [ 336, 33775462028 ], "infer": [ 336, 33775462028 ], "native": [ 336, 33775462028 ], "result": [ 324, 32575462028 ], "publisher_submit": [ 324, 32575462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 144, "mean_ms": 43.40819128472222, "p95_ms": 270.809388, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 144, "mean_ms": 89.63168859027778, "p95_ms": 468.870347, "max_ms": 591.892708 }, "infer_to_native": { "samples": 144, "mean_ms": 43.33359494444445, "p95_ms": 163.371467, "max_ms": 290.85705 }, "tracking": { "samples": 59, "mean_ms": 235.45973637288137, "p95_ms": 1154.663973, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 59, "mean_ms": 47.10496220338983, "p95_ms": 157.75009, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 59, "mean_ms": 1.0042205762711864, "p95_ms": 1.379779, "max_ms": 1.715308 }, "scenario": { "samples": 59, "mean_ms": 1.016629220338983, "p95_ms": 1.392415, "max_ms": 1.732063 }, "result_work": { "samples": 59, "mean_ms": 242.48552720338984, "p95_ms": 1158.458409, "max_ms": 1779.146769 }, "queue": { "samples": 59, "mean_ms": 937.8138744576272, "p95_ms": 988.371928, "max_ms": 997.070288 }, "native_to_result": { "samples": 57, "mean_ms": 1155.2174087017543, "p95_ms": 1894.11623, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 57, "mean_ms": 1.2408455263157894, "p95_ms": 3.44327, "max_ms": 5.952102 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 11, "events_created": 14, "processed": 214, "stale": 100, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 214, "per_task_buffers": { "det": 214 }, "latest": { "fn": 324, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299780.776800955, "entries": 214, "length": 30, "last": "1789447059927-0", "pttl": 9981, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 324, "ptsNs": 32575462028, "ingestTimeWallMs": 1789447058786, "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": 1194657473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447058639, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.930962085723877, "bbox": [ 0.770904541015625, 0.333740234375, 0.850189208984375, 0.785400390625 ], "trackId": 1121, "eventIds": [ "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.810546875, 0.785400390625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8521990180015564, "bbox": [ 0.5888824462890625, 0.404937744140625, 0.6142425537109375, 0.513031005859375 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6015625, 0.513031005859375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8019358515739441, "bbox": [ 0.617431640625, 0.44830322265625, 0.654052734375, 0.55072021484375 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6357421875, 0.55072021484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7611836194992065, "bbox": [ 0.6526947021484375, 0.440155029296875, 0.6861724853515625, 0.534942626953125 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.534942626953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7478001713752747, "bbox": [ 0.32342529296875, 0.5330352783203125, 0.38165283203125, 0.5948944091796875 ], "trackId": 1201, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.3525390625, 0.5948944091796875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6693127155303955, "bbox": [ 0.6325531005859375, 0.469512939453125, 0.6574859619140625, 0.554901123046875 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64501953125, 0.554901123046875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299780.863466002, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447060.0068996, "source_stage": "preprocess_output", "source_stage_at": 1789447060.0706265, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447060.0621812, "preprocess_output": 1789447060.0706265, "infer_output": 1789447059.945276, "consume_entered": 1789447059.9466894, "native_completed": 1789447059.9629338, "inference_frame_completed": 1789447060.0068831 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 291, "preprocess_output": 291, "infer_output": 290, "consume_entered": 290, "native_completed": 290, "inference_frame_completed": 184 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 31.2, "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": 1299780831542481, "counts": { "decoded": 291, "selected": 291, "preprocess": 291, "infer": 290, "native": 290, "result": 184, "publisher_submit": 184 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299780809420667, "selected": 1299780809478470, "preprocess": 1299780817852687, "infer": 1299780692634674, "native": 1299780710290766, "result": 1299780753674134, "publisher_submit": 1299780754283107 }, "detail": true, "pending_samples": 79, "last_frame": { "selected": [ 290, 30972222057 ], "preprocess": [ 290, 30972222057 ], "infer": [ 289, 30872222057 ], "native": [ 289, 30872222057 ], "result": [ 279, 29872222057 ], "publisher_submit": [ 279, 29872222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 144, "mean_ms": 50.010695069444445, "p95_ms": 254.137759, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 143, "mean_ms": 96.61331899300698, "p95_ms": 446.836064, "max_ms": 675.090996 }, "infer_to_native": { "samples": 143, "mean_ms": 43.65218600699301, "p95_ms": 154.204876, "max_ms": 360.068996 }, "tracking": { "samples": 67, "mean_ms": 201.0818580447761, "p95_ms": 965.596559, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 67, "mean_ms": 43.05159267164179, "p95_ms": 66.308696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 67, "mean_ms": 1.5355044776119404, "p95_ms": 4.034603, "max_ms": 13.793339 }, "scenario": { "samples": 67, "mean_ms": 2.5992988358208957, "p95_ms": 13.945183, "max_ms": 65.078732 }, "result_work": { "samples": 67, "mean_ms": 215.01044486567164, "p95_ms": 1007.38861, "max_ms": 1645.083605 }, "queue": { "samples": 67, "mean_ms": 929.0258632985075, "p95_ms": 992.1707, "max_ms": 997.172642 }, "native_to_result": { "samples": 65, "mean_ms": 1133.694479676923, "p95_ms": 1798.153188, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 65, "mean_ms": 1.2830085846153847, "p95_ms": 3.525124, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 9, "events_created": 10, "processed": 184, "stale": 89, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 184, "per_task_buffers": { "det": 184 }, "latest": { "fn": 279, "det": 9, "persons": 8, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299780.86349108, "entries": 184, "length": 30, "last": "1789447060009-0", "pttl": 9864, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 279, "ptsNs": 29872222057, "ingestTimeWallMs": 1789447058943, "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": 3322600188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470702447, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9394705891609192, "bbox": [ 0.84820556640625, 0.3162841796875, 0.95843505859375, 0.8096923828125 ], "trackId": 881, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.9033203125, 0.8096923828125 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9029524326324463, "bbox": [ 0.563934326171875, 0.3367919921875, 0.615753173828125, 0.6329345703125 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.58984375, 0.6329345703125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8814108967781067, "bbox": [ 0.67584228515625, 0.35162353515625, 0.72747802734375, 0.59173583984375 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.70166015625, 0.59173583984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8631610870361328, "bbox": [ 0.430938720703125, 0.39031982421875, 0.454803466796875, 0.52520751953125 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.44287109375, 0.52520751953125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7554566264152527, "bbox": [ 0.616973876953125, 0.446868896484375, 0.652557373046875, 0.550689697265625 ], "trackId": 1121, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.550689697265625 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6242935657501221, "bbox": [ 0.9690093994140625, 0.5428466796875, 0.9997406005859375, 0.9200439453125 ], "trackId": 1041, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.984375, 0.9200439453125 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6088266372680664, "bbox": [ 0.6360626220703125, 0.465972900390625, 0.6735076904296875, 0.555511474609375 ], "trackId": 401, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.65478515625, 0.555511474609375 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.535159170627594, "bbox": [ 0.6541748046875, 0.44793701171875, 0.6837158203125, 0.53350830078125 ], "trackId": 1201, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6689453125, 0.53350830078125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 470, "sent_status": 73, "sent_frames": 397, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299781.895271026, "channels": { "rtsp-test-source-01": { "at": 1299781.991230988, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447061.137876, "source_stage": "native_completed", "source_stage_at": 1789447061.1857524, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447061.144108, "preprocess_output": 1789447061.1505158, "infer_output": 1789447061.1705754, "consume_entered": 1789447061.1724668, "native_completed": 1789447061.1857524, "inference_frame_completed": 1789447061.1378539 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 349, "preprocess_output": 349, "infer_output": 349, "consume_entered": 349, "native_completed": 349, "inference_frame_completed": 223 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 36.6, "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": 1299781968568569, "counts": { "decoded": 349, "selected": 349, "preprocess": 349, "infer": 349, "native": 349, "result": 223, "publisher_submit": 223 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299781891477095, "selected": 1299781891489860, "preprocess": 1299781897817771, "infer": 1299781917936824, "native": 1299781933076481, "result": 1299781884527843, "publisher_submit": 1299781885252746 }, "detail": true, "pending_samples": 90, "last_frame": { "selected": [ 348, 34975462028 ], "preprocess": [ 348, 34975462028 ], "infer": [ 348, 34975462028 ], "native": [ 348, 34975462028 ], "result": [ 337, 33875462028 ], "publisher_submit": [ 337, 33875462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 156, "mean_ms": 40.41837557692308, "p95_ms": 270.809388, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 156, "mean_ms": 84.57391019871795, "p95_ms": 468.870347, "max_ms": 591.892708 }, "infer_to_native": { "samples": 156, "mean_ms": 41.58078429487179, "p95_ms": 163.371467, "max_ms": 290.85705 }, "tracking": { "samples": 68, "mean_ms": 221.33337945588235, "p95_ms": 1010.782235, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 68, "mean_ms": 45.98881455882353, "p95_ms": 72.995357, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 68, "mean_ms": 1.0128882205882352, "p95_ms": 1.34351, "max_ms": 1.715308 }, "scenario": { "samples": 68, "mean_ms": 1.0254940735294118, "p95_ms": 1.385436, "max_ms": 1.732063 }, "result_work": { "samples": 68, "mean_ms": 228.18404466176472, "p95_ms": 1054.876387, "max_ms": 1779.146769 }, "queue": { "samples": 68, "mean_ms": 938.0997023676471, "p95_ms": 988.371928, "max_ms": 997.070288 }, "native_to_result": { "samples": 66, "mean_ms": 1144.8018369848485, "p95_ms": 1785.826125, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 66, "mean_ms": 1.256853, "p95_ms": 2.809163, "max_ms": 5.952102 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 10, "events_created": 15, "processed": 223, "stale": 104, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 223, "per_task_buffers": { "det": 223 }, "latest": { "fn": 337, "det": 11, "persons": 8, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299781.991306342, "entries": 223, "length": 30, "last": "1789447061140-0", "pttl": 9860, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 337, "ptsNs": 33875462028, "ingestTimeWallMs": 1789447060047, "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": 1194774473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447059939, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9502266049385071, "bbox": [ 0.661590576171875, 0.3349609375, 0.749542236328125, 0.7294921875 ], "trackId": 1121, "eventIds": [ "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.70556640625, 0.7294921875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8578872084617615, "bbox": [ 0.5886383056640625, 0.396881103515625, 0.6144866943359375, 0.513275146484375 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6015625, 0.513275146484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8393393158912659, "bbox": [ 0.79571533203125, 0.339599609375, 0.84588623046875, 0.608642578125 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.82080078125, 0.608642578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.804405927658081, "bbox": [ 0.616668701171875, 0.448699951171875, 0.651885986328125, 0.550811767578125 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63427734375, 0.550811767578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7937461733818054, "bbox": [ 0.3231201171875, 0.532135009765625, 0.3804931640625, 0.594818115234375 ], "trackId": 1201, "eventIds": [ "989b09b3-e6ff-4c5f-91e6-070ea862048d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.351806640625, 0.594818115234375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "989b09b3-e6ff-4c5f-91e6-070ea862048d" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6484663486480713, "bbox": [ 0.6527862548828125, 0.447235107421875, 0.6792449951171875, 0.538116455078125 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.666015625, 0.538116455078125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6266955137252808, "bbox": [ 0.6324539184570312, 0.469757080078125, 0.6575851440429688, 0.554656982421875 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64501953125, 0.554656982421875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] }, { "objectRef": "10", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5168545842170715, "bbox": [ 0.19828033447265625, 0.4322052001953125, 0.21382904052734375, 0.4584197998046875 ], "trackId": 401, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.2060546875, 0.4584197998046875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299782.059125994, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447061.199577, "source_stage": "native_completed", "source_stage_at": 1789447061.2693636, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447061.2177773, "preprocess_output": 1789447061.222789, "infer_output": 1789447061.2493775, "consume_entered": 1789447061.2528944, "native_completed": 1789447061.2693636, "inference_frame_completed": 1789447061.1995585 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 303, "preprocess_output": 303, "infer_output": 303, "consume_entered": 303, "native_completed": 303, "inference_frame_completed": 194 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 32.4, "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": 1299782036930711, "counts": { "decoded": 303, "selected": 303, "preprocess": 303, "infer": 303, "native": 303, "result": 194, "publisher_submit": 194 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299781964952081, "selected": 1299781965040201, "preprocess": 1299781970069409, "infer": 1299781996619586, "native": 1299782016732572, "result": 1299781946279619, "publisher_submit": 1299781946959070 }, "detail": true, "pending_samples": 81, "last_frame": { "selected": [ 302, 32172222057 ], "preprocess": [ 302, 32172222057 ], "infer": [ 302, 32172222057 ], "native": [ 302, 32172222057 ], "result": [ 290, 30972222057 ], "publisher_submit": [ 290, 30972222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 156, "mean_ms": 46.35887518589743, "p95_ms": 254.137759, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 156, "mean_ms": 90.45271403846154, "p95_ms": 446.836064, "max_ms": 675.090996 }, "infer_to_native": { "samples": 156, "mean_ms": 41.96782089102564, "p95_ms": 154.204876, "max_ms": 360.068996 }, "tracking": { "samples": 77, "mean_ms": 189.56217815584415, "p95_ms": 965.596559, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 77, "mean_ms": 42.151132636363634, "p95_ms": 66.308696, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 77, "mean_ms": 1.4690456883116885, "p95_ms": 4.034603, "max_ms": 13.793339 }, "scenario": { "samples": 77, "mean_ms": 2.3964705324675326, "p95_ms": 13.945183, "max_ms": 65.078732 }, "result_work": { "samples": 77, "mean_ms": 202.4681630909091, "p95_ms": 1007.38861, "max_ms": 1645.083605 }, "queue": { "samples": 77, "mean_ms": 933.3825536363636, "p95_ms": 992.550638, "max_ms": 997.172642 }, "native_to_result": { "samples": 75, "mean_ms": 1126.1822377333333, "p95_ms": 1798.153188, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 75, "mean_ms": 1.2672211733333334, "p95_ms": 3.547173, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 10, "events_created": 12, "processed": 194, "stale": 91, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 194, "per_task_buffers": { "det": 194 }, "latest": { "fn": 290, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299782.05920502, "entries": 194, "length": 30, "last": "1789447061208-0", "pttl": 9986, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 290, "ptsNs": 30972222057, "ingestTimeWallMs": 1789447060061, "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": 3322699188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470703547, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9343951344490051, "bbox": [ 0.5005950927734375, 0.3438720703125, 0.5628814697265625, 0.6263427734375 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.53173828125, 0.6263427734375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9274948239326477, "bbox": [ 0.7198486328125, 0.3480224609375, 0.7742919921875, 0.5992431640625 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.7470703125, 0.5992431640625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8844391107559204, "bbox": [ 0.9527740478515625, 0.3046875, 0.9993743896484375, 0.82421875 ], "trackId": null, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.97607421875, 0.82421875 ], "inside": false, "state": "PENDING_ID", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8397339582443237, "bbox": [ 0.4751434326171875, 0.393310546875, 0.4965362548828125, 0.523193359375 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.48583984375, 0.523193359375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8034823536872864, "bbox": [ 0.615509033203125, 0.44488525390625, 0.653045654296875, 0.54925537109375 ], "trackId": 1121, "eventIds": [ "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63427734375, 0.54925537109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.730289876461029, "bbox": [ 0.65203857421875, 0.44287109375, 0.68682861328125, 0.53466796875 ], "trackId": 1201, "eventIds": [ "393b790b-92bc-4855-b253-61b294c9be3d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.53466796875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "393b790b-92bc-4855-b253-61b294c9be3d" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5829066038131714, "bbox": [ 0.6325759887695312, 0.465789794921875, 0.6574630737304688, 0.554718017578125 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64501953125, 0.554718017578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 490, "sent_status": 75, "sent_frames": 415, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299783.103041683, "channels": { "rtsp-test-source-01": { "at": 1299783.182277428, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447062.3473232, "source_stage": "preprocess_output", "source_stage_at": 1789447062.3494785, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447062.3466334, "preprocess_output": 1789447062.3494785, "infer_output": 1789447062.292518, "consume_entered": 1789447062.295189, "native_completed": 1789447062.3230984, "inference_frame_completed": 1789447062.3473098 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 361, "preprocess_output": 361, "infer_output": 360, "consume_entered": 360, "native_completed": 360, "inference_frame_completed": 232 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 37.7, "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": 1299783125606652, "counts": { "decoded": 361, "selected": 361, "preprocess": 361, "infer": 360, "native": 360, "result": 232, "publisher_submit": 232 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299783093927556, "selected": 1299783093939844, "preprocess": 1299783096822962, "infer": 1299783039768515, "native": 1299783070446427, "result": 1299783092615711, "publisher_submit": 1299783094706072 }, "detail": true, "pending_samples": 93, "last_frame": { "selected": [ 360, 36175462028 ], "preprocess": [ 360, 36175462028 ], "infer": [ 359, 36075462028 ], "native": [ 359, 36075462028 ], "result": [ 348, 34975462028 ], "publisher_submit": [ 348, 34975462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 168, "mean_ms": 37.79391603571428, "p95_ms": 249.973826, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 167, "mean_ms": 80.44748691616766, "p95_ms": 464.60197, "max_ms": 591.892708 }, "infer_to_native": { "samples": 167, "mean_ms": 40.42623743113773, "p95_ms": 159.138314, "max_ms": 290.85705 }, "tracking": { "samples": 77, "mean_ms": 210.08930796103894, "p95_ms": 1010.782235, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 77, "mean_ms": 45.140647961038965, "p95_ms": 72.995357, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 77, "mean_ms": 0.998453974025974, "p95_ms": 1.34351, "max_ms": 1.715308 }, "scenario": { "samples": 77, "mean_ms": 1.0110981168831168, "p95_ms": 1.385436, "max_ms": 1.732063 }, "result_work": { "samples": 77, "mean_ms": 217.1829271038961, "p95_ms": 1054.876387, "max_ms": 1779.146769 }, "queue": { "samples": 77, "mean_ms": 940.1115504285715, "p95_ms": 994.292594, "max_ms": 998.555808 }, "native_to_result": { "samples": 75, "mean_ms": 1137.6661217333333, "p95_ms": 1785.826125, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 75, "mean_ms": 1.66743244, "p95_ms": 5.952102, "max_ms": 16.715345 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 9, "events_created": 15, "processed": 232, "stale": 107, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 232, "per_task_buffers": { "det": 232 }, "latest": { "fn": 348, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299783.182328848, "entries": 232, "length": 30, "last": "1789447062349-0", "pttl": 9880, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 348, "ptsNs": 34975462028, "ingestTimeWallMs": 1789447061143, "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": 1194873473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447061039, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9053223133087158, "bbox": [ 0.639190673828125, 0.4886474609375, 0.700653076171875, 0.6929931640625 ], "trackId": 1121, "eventIds": [ "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.6929931640625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8598991632461548, "bbox": [ 0.7945098876953125, 0.3389892578125, 0.8480682373046875, 0.6087646484375 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8212890625, 0.6087646484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8543993234634399, "bbox": [ 0.5862045288085938, 0.394683837890625, 0.6110610961914062, 0.514495849609375 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5986328125, 0.514495849609375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8494724035263062, "bbox": [ 0.324859619140625, 0.53021240234375, 0.383636474609375, 0.59576416015625 ], "trackId": 1201, "eventIds": [ "989b09b3-e6ff-4c5f-91e6-070ea862048d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.354248046875, 0.59576416015625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "989b09b3-e6ff-4c5f-91e6-070ea862048d" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8193157911300659, "bbox": [ 0.61724853515625, 0.447509765625, 0.65228271484375, 0.550537109375 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.550537109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7191864252090454, "bbox": [ 0.6355056762695312, 0.46124267578125, 0.6652755737304688, 0.60223388671875 ], "trackId": 801, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.650390625, 0.60223388671875 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5811248421669006, "bbox": [ 0.655059814453125, 0.4387664794921875, 0.678924560546875, 0.4997100830078125 ], "trackId": 881, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6669921875, 0.4997100830078125 ], "inside": true, "state": "CONFIRMING", "confidence": 0.5, "eventId": null } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299783.268372385, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447062.4814436, "source_stage": "inference_frame_completed", "source_stage_at": 1789447062.481428, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447062.4201114, "preprocess_output": 1789447062.422332, "infer_output": 1789447062.4399965, "consume_entered": 1789447062.442406, "native_completed": 1789447062.4584892, "inference_frame_completed": 1789447062.481428 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 315, "preprocess_output": 315, "infer_output": 315, "consume_entered": 315, "native_completed": 315, "inference_frame_completed": 204 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 33.7, "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": 1299783254968488, "counts": { "decoded": 315, "selected": 315, "preprocess": 315, "infer": 315, "native": 315, "result": 204, "publisher_submit": 204 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299783167422851, "selected": 1299783167463437, "preprocess": 1299783169677062, "infer": 1299783187293327, "native": 1299783205794399, "result": 1299783228017542, "publisher_submit": 1299783228822286 }, "detail": true, "pending_samples": 83, "last_frame": { "selected": [ 314, 33372222057 ], "preprocess": [ 314, 33372222057 ], "infer": [ 314, 33372222057 ], "native": [ 314, 33372222057 ], "result": [ 303, 32272222057 ], "publisher_submit": [ 303, 32272222057 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 168, "mean_ms": 43.215336541666666, "p95_ms": 231.567435, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 168, "mean_ms": 85.66877115476191, "p95_ms": 413.809155, "max_ms": 675.090996 }, "infer_to_native": { "samples": 168, "mean_ms": 40.65161701190476, "p95_ms": 143.817112, "max_ms": 360.068996 }, "tracking": { "samples": 87, "mean_ms": 181.57895221839078, "p95_ms": 816.302073, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 87, "mean_ms": 41.61591329885057, "p95_ms": 64.463605, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 87, "mean_ms": 1.4348055632183907, "p95_ms": 2.460198, "max_ms": 13.793339 }, "scenario": { "samples": 87, "mean_ms": 2.257231735632184, "p95_ms": 2.494446, "max_ms": 65.078732 }, "result_work": { "samples": 87, "mean_ms": 193.87874264367815, "p95_ms": 823.417501, "max_ms": 1645.083605 }, "queue": { "samples": 87, "mean_ms": 934.2969497586207, "p95_ms": 992.550638, "max_ms": 997.172642 }, "native_to_result": { "samples": 85, "mean_ms": 1119.887452964706, "p95_ms": 1691.062074, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 85, "mean_ms": 1.280065294117647, "p95_ms": 3.547173, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 9, "events_created": 12, "processed": 204, "stale": 94, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 204, "per_task_buffers": { "det": 204 }, "latest": { "fn": 303, "det": 8, "persons": 6, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299783.26843463, "entries": 204, "length": 30, "last": "1789447062490-0", "pttl": 9935, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 303, "ptsNs": 32272222057, "ingestTimeWallMs": 1789447061316, "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": 3322816188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470704847, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9186263084411621, "bbox": [ 0.4485931396484375, 0.33935546875, 0.4947662353515625, 0.6025390625 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.4716796875, 0.6025390625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8519527316093445, "bbox": [ 0.7629241943359375, 0.3427734375, 0.8230133056640625, 0.6025390625 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.79296875, 0.6025390625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8463238477706909, "bbox": [ 0.5247039794921875, 0.395111083984375, 0.5504913330078125, 0.517486572265625 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.53759765625, 0.517486572265625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8203255534172058, "bbox": [ 0.615753173828125, 0.446990966796875, 0.653778076171875, 0.551055908203125 ], "trackId": 1121, "eventIds": [ "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.551055908203125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7455836534500122, "bbox": [ 0.6514129638671875, 0.442413330078125, 0.6874542236328125, 0.534149169921875 ], "trackId": 1201, "eventIds": [ "393b790b-92bc-4855-b253-61b294c9be3d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.534149169921875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "393b790b-92bc-4855-b253-61b294c9be3d" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5507583618164062, "bbox": [ 0.6343841552734375, 0.46600341796875, 0.6615142822265625, 0.55548095703125 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64794921875, 0.55548095703125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 517, "sent_status": 82, "sent_frames": 435, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299784.305451425, "channels": { "rtsp-test-source-01": { "at": 1299784.380890383, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447063.4882526, "source_stage": "native_completed", "source_stage_at": 1789447063.593408, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447063.5497947, "preprocess_output": 1789447063.551959, "infer_output": 1789447063.5740354, "consume_entered": 1789447063.577284, "native_completed": 1789447063.593408, "inference_frame_completed": 1789447063.4882252 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 373, "preprocess_output": 373, "infer_output": 373, "consume_entered": 373, "native_completed": 373, "inference_frame_completed": 241 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 38.9, "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": 1299784352065596, "counts": { "decoded": 373, "selected": 373, "preprocess": 373, "infer": 373, "native": 373, "result": 241, "publisher_submit": 241 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299784297085684, "selected": 1299784297119820, "preprocess": 1299784299267630, "infer": 1299784321386749, "native": 1299784340729993, "result": 1299784234817858, "publisher_submit": 1299784235614737 }, "detail": true, "pending_samples": 96, "last_frame": { "selected": [ 372, 37375462028 ], "preprocess": [ 372, 37375462028 ], "infer": [ 372, 37375462028 ], "native": [ 372, 37375462028 ], "result": [ 360, 36175462028 ], "publisher_submit": [ 360, 36175462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 180, "mean_ms": 35.60380866111111, "p95_ms": 229.934369, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 180, "mean_ms": 76.94707337222222, "p95_ms": 463.324125, "max_ms": 591.892708 }, "infer_to_native": { "samples": 180, "mean_ms": 39.21618520555556, "p95_ms": 156.435073, "max_ms": 290.85705 }, "tracking": { "samples": 86, "mean_ms": 200.17591493023255, "p95_ms": 805.599418, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 86, "mean_ms": 44.40987640697674, "p95_ms": 65.366871, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 86, "mean_ms": 1.010106988372093, "p95_ms": 1.34351, "max_ms": 2.077391 }, "scenario": { "samples": 86, "mean_ms": 1.0231448372093024, "p95_ms": 1.385436, "max_ms": 2.129853 }, "result_work": { "samples": 86, "mean_ms": 207.67876520930233, "p95_ms": 819.621361, "max_ms": 1779.146769 }, "queue": { "samples": 86, "mean_ms": 938.4953208372093, "p95_ms": 993.179615, "max_ms": 998.555808 }, "native_to_result": { "samples": 84, "mean_ms": 1127.470406392857, "p95_ms": 1703.725377, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 84, "mean_ms": 2.016452619047619, "p95_ms": 5.952102, "max_ms": 35.011731 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 11, "events_created": 15, "processed": 241, "stale": 109, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 241, "per_task_buffers": { "det": 241 }, "latest": { "fn": 360, "det": 10, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299784.380941327, "entries": 241, "length": 30, "last": "1789447063490-0", "pttl": 9987, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 361, "ptsNs": 36275462028, "ingestTimeWallMs": 1789447062448, "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": 1194990473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447062339, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8860265612602234, "bbox": [ 0.572845458984375, 0.394622802734375, 0.599029541015625, 0.517486572265625 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5859375, 0.517486572265625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8541562557220459, "bbox": [ 0.794097900390625, 0.33837890625, 0.848480224609375, 0.6083984375 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8212890625, 0.6083984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8276889324188232, "bbox": [ 0.6160125732421875, 0.44598388671875, 0.6544952392578125, 0.55059814453125 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.55059814453125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8116759657859802, "bbox": [ 0.3241119384765625, 0.532470703125, 0.3819427490234375, 0.595458984375 ], "trackId": 1201, "eventIds": [ "989b09b3-e6ff-4c5f-91e6-070ea862048d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.35302734375, 0.595458984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "989b09b3-e6ff-4c5f-91e6-070ea862048d" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7531036734580994, "bbox": [ 0.635040283203125, 0.58441162109375, 0.711639404296875, 0.70074462890625 ], "trackId": 1121, "eventIds": [ "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.67333984375, 0.70074462890625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7452130317687988, "bbox": [ 0.653656005859375, 0.43975830078125, 0.686187744140625, 0.53582763671875 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.53582763671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.589716374874115, "bbox": [ 0.6334075927734375, 0.4671630859375, 0.6663970947265625, 0.5552978515625 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64990234375, 0.5552978515625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299784.477088392, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447063.5448217, "source_stage": "native_completed", "source_stage_at": 1789447063.673265, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447063.6181762, "preprocess_output": 1789447063.6266298, "infer_output": 1789447063.6567962, "consume_entered": 1789447063.6586618, "native_completed": 1789447063.673265, "inference_frame_completed": 1789447063.5448036 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 327, "preprocess_output": 327, "infer_output": 327, "consume_entered": 327, "native_completed": 327, "inference_frame_completed": 212 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 34.9, "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": 1299784445485442, "counts": { "decoded": 327, "selected": 327, "preprocess": 327, "infer": 327, "native": 326, "result": 212, "publisher_submit": 212 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299784365499888, "selected": 1299784365532395, "preprocess": 1299784373917287, "infer": 1299784404103525, "native": 1299784420524588, "result": 1299784291521713, "publisher_submit": 1299784292199520 }, "detail": true, "pending_samples": 87, "last_frame": { "selected": [ 326, 34572222057 ], "preprocess": [ 326, 34572222057 ], "infer": [ 326, 34572222057 ], "native": [ 326, 34572222057 ], "result": [ 313, 33272222057 ], "publisher_submit": [ 313, 33272222057 ] }, "observation_missed": 1, "durations": { "selected_to_preprocess": { "samples": 180, "mean_ms": 40.65043379444444, "p95_ms": 220.95903, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 180, "mean_ms": 81.9852447388889, "p95_ms": 413.132372, "max_ms": 675.090996 }, "infer_to_native": { "samples": 179, "mean_ms": 39.64193374860335, "p95_ms": 143.817112, "max_ms": 360.068996 }, "tracking": { "samples": 95, "mean_ms": 176.61684356842107, "p95_ms": 816.302073, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 95, "mean_ms": 41.36236538947369, "p95_ms": 64.463605, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 95, "mean_ms": 1.4015406842105262, "p95_ms": 2.460198, "max_ms": 13.793339 }, "scenario": { "samples": 95, "mean_ms": 2.1557966210526316, "p95_ms": 2.494446, "max_ms": 65.078732 }, "result_work": { "samples": 95, "mean_ms": 188.68502062105262, "p95_ms": 823.417501, "max_ms": 1645.083605 }, "queue": { "samples": 95, "mean_ms": 935.9528506526315, "p95_ms": 992.89482, "max_ms": 998.657729 }, "native_to_result": { "samples": 93, "mean_ms": 1116.6756187634408, "p95_ms": 1691.062074, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 93, "mean_ms": 1.3284731397849463, "p95_ms": 4.229715, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 11, "events_created": 12, "processed": 212, "stale": 96, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 212, "per_task_buffers": { "det": 212 }, "latest": { "fn": 313, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299784.477124101, "entries": 212, "length": 30, "last": "1789447063547-0", "pttl": 9792, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 313, "ptsNs": 33272222057, "ingestTimeWallMs": 1789447062353, "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": 3322906188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470705847, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.903464674949646, "bbox": [ 0.407806396484375, 0.3424072265625, 0.452056884765625, 0.5819091796875 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.429931640625, 0.5819091796875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8877896666526794, "bbox": [ 0.7938079833984375, 0.34033203125, 0.8438873291015625, 0.60791015625 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.81884765625, 0.60791015625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8862236142158508, "bbox": [ 0.955780029296875, 0.291259765625, 1.0, 0.864013671875 ], "trackId": 1361, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.9778900146484375, 0.864013671875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8731066584587097, "bbox": [ 0.560943603515625, 0.3961181640625, 0.583587646484375, 0.5150146484375 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.572265625, 0.5150146484375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8187368512153625, "bbox": [ 0.6162567138671875, 0.445281982421875, 0.6532745361328125, 0.549835205078125 ], "trackId": 1121, "eventIds": [ "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.634765625, 0.549835205078125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7305783033370972, "bbox": [ 0.6532135009765625, 0.442840576171875, 0.6866302490234375, 0.533721923828125 ], "trackId": 1201, "eventIds": [ "393b790b-92bc-4855-b253-61b294c9be3d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.533721923828125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "393b790b-92bc-4855-b253-61b294c9be3d" } ] }, { "objectRef": "8", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6359010338783264, "bbox": [ 0.635040283203125, 0.46435546875, 0.666717529296875, 0.55517578125 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.65087890625, 0.55517578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 541, "sent_status": 88, "sent_frames": 453, "queued": 0, "queuedBytes": 0, "channels": 3 } } }, { "at": 1299784.936795093, "channels": { "rtsp-test-source-01": { "at": 1299785.03924115, "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": "182650d3-8636-43e4-8fad-bf1104f7ad57", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447064.1029189, "source_stage": "preprocess_output", "source_stage_at": 1789447064.260099, "source_stages": { "pipeline_state_changed": 1789447027.6071663, "decoded_frame_received": 1789447064.2508183, "preprocess_output": 1789447064.260099, "infer_output": 1789447064.180083, "consume_entered": 1789447064.1923444, "native_completed": 1789447064.212414, "inference_frame_completed": 1789447064.102891 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 380, "preprocess_output": 380, "infer_output": 379, "consume_entered": 379, "native_completed": 379, "inference_frame_completed": 245 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447026.066911, "decoded_frame_received": 1789447027.5035384, "preprocess_output": 1789447027.5479457, "infer_output": 1789447027.5900366, "consume_entered": 1789447027.597702, "native_completed": 1789447027.618101, "inference_frame_completed": 1789447027.7785475 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447024.6659348, "uptime_s": 39.6, "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": 1299785013246165, "counts": { "decoded": 380, "selected": 380, "preprocess": 380, "infer": 379, "native": 379, "result": 245, "publisher_submit": 245 }, "first_ns": { "decoded": 1299748250836539, "selected": 1299748250866417, "preprocess": 1299748295238578, "infer": 1299748337302895, "native": 1299748365434192, "result": 1299748525088665, "publisher_submit": 1299748525941499 }, "last_ns": { "decoded": 1299784998130499, "selected": 1299784998148434, "preprocess": 1299785007401717, "infer": 1299784927397006, "native": 1299784959737204, "result": 1299784847367443, "publisher_submit": 1299784850268237 }, "detail": true, "pending_samples": 99, "last_frame": { "selected": [ 379, 38075462028 ], "preprocess": [ 379, 38075462028 ], "infer": [ 378, 37975462028 ], "native": [ 378, 37975462028 ], "result": [ 366, 36775462028 ], "publisher_submit": [ 366, 36775462028 ] }, "observation_missed": 0, "durations": { "selected_to_preprocess": { "samples": 187, "mean_ms": 34.48883844385026, "p95_ms": 229.934369, "max_ms": 350.826343 }, "preprocess_to_infer": { "samples": 186, "mean_ms": 75.49199151612903, "p95_ms": 463.324125, "max_ms": 591.892708 }, "infer_to_native": { "samples": 186, "mean_ms": 38.91700260215054, "p95_ms": 156.435073, "max_ms": 290.85705 }, "tracking": { "samples": 90, "mean_ms": 197.80106766666665, "p95_ms": 805.599418, "max_ms": 1768.907815 }, "tracking_cpu": { "samples": 90, "mean_ms": 44.23941911111111, "p95_ms": 65.366871, "max_ms": 187.28452 }, "scenario_cpu": { "samples": 90, "mean_ms": 1.0108239555555556, "p95_ms": 1.34351, "max_ms": 2.077391 }, "scenario": { "samples": 90, "mean_ms": 1.0238425777777778, "p95_ms": 1.385436, "max_ms": 2.129853 }, "result_work": { "samples": 90, "mean_ms": 205.25676814444444, "p95_ms": 819.621361, "max_ms": 1779.146769 }, "queue": { "samples": 90, "mean_ms": 939.3006076555556, "p95_ms": 993.179615, "max_ms": 998.555808 }, "native_to_result": { "samples": 88, "mean_ms": 1127.0372470681818, "p95_ms": 1703.725377, "max_ms": 2407.731992 }, "result_to_publisher_submit": { "samples": 88, "mean_ms": 2.0269015909090906, "p95_ms": 5.952102, "max_ms": 35.011731 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "wall_ms": 1657.249379, "thread_cpu_ms": 171.076286, "classes": [ { "class_id": 0, "candidates": 83, "before": [ 9, 0, 0 ], "after": [ 8, 1, 0 ] }, { "class_id": 1, "candidates": 7, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 61, "before": [ 3, 1, 0 ], "after": [ 3, 1, 0 ] }, { "class_id": 3, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 52, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 12, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 11, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 667, "self_cpu_ms": 88508.84165300001, "cumulative_cpu_ms": 54194.90463800001 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 64, "self_cpu_ms": 47593.549865, "cumulative_cpu_ms": 49852.676832 }, { "function": "", "calls": 22, "self_cpu_ms": 29616.995432000003, "cumulative_cpu_ms": 0.054900000000000004 }, { "function": "", "calls": 279, "self_cpu_ms": 28908.898254, "cumulative_cpu_ms": 29340.847309 }, { "function": "matching.py:11:indices_to_matches", "calls": 24, "self_cpu_ms": 13669.070213, "cumulative_cpu_ms": 13669.555242000002 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 11, "self_cpu_ms": 13508.426349000001, "cumulative_cpu_ms": 5806.771675 }, { "function": "", "calls": 806, "self_cpu_ms": 10652.410417000001, "cumulative_cpu_ms": 10652.389516000001 }, { "function": "core.py:184:update_with_tensors", "calls": 130, "self_cpu_ms": 7819.832342000001, "cumulative_cpu_ms": 0.0 }, { "function": "core.py:349:joint_tracks", "calls": 396, "self_cpu_ms": 7704.8840900000005, "cumulative_cpu_ms": 6609.455023 }, { "function": "byte_tracking.py:10:_prepare_observations", "calls": 3, "self_cpu_ms": 6768.359612, "cumulative_cpu_ms": 6766.727346000001 }, { "function": ":2:__init__", "calls": 3718, "self_cpu_ms": 6050.976586, "cumulative_cpu_ms": -2057.275536 }, { "function": "core.py:395:remove_duplicate_tracks", "calls": 132, "self_cpu_ms": 5923.483249, "cumulative_cpu_ms": 11614.644114 }, { "function": "intrusion.py:29:_inside_edges", "calls": 72, "self_cpu_ms": 4955.380261, "cumulative_cpu_ms": 6969.967698 }, { "function": "shape_base.py:292:hstack", "calls": 64, "self_cpu_ms": 4847.193832, "cumulative_cpu_ms": 4849.520544000001 }, { "function": "", "calls": 2, "self_cpu_ms": 4793.810570000001, "cumulative_cpu_ms": 4796.225880000001 }, { "function": "", "calls": 41, "self_cpu_ms": 4725.00782, "cumulative_cpu_ms": 4695.749325000001 }, { "function": "_decomp_cholesky.py:15:_cholesky", "calls": 32, "self_cpu_ms": 4577.875973, "cumulative_cpu_ms": 5.170706000000001 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 364, "self_cpu_ms": 3710.1810540000006, "cumulative_cpu_ms": 3712.004331 }, { "function": "routing.py:864:_restore_fastapi_scope_key", "calls": 80, "self_cpu_ms": 3673.0813500000004, "cumulative_cpu_ms": 3673.6962510000003 }, { "function": "det_result_path.py:63:submit", "calls": 7, "self_cpu_ms": 3035.378289, "cumulative_cpu_ms": 0.0 } ], "instrumented": true }, { "wall_ms": 1137.703673, "thread_cpu_ms": 151.005512, "classes": [ { "class_id": 0, "candidates": 80, "before": [ 8, 1, 0 ], "after": [ 7, 3, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 48, "before": [ 3, 1, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 3, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 32, "before": [ 2, 2, 0 ], "after": [ 2, 2, 0 ] }, { "class_id": 8, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 20, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 14, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 4, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 501, "self_cpu_ms": 71368.922472, "cumulative_cpu_ms": 19283.201855000003 }, { "function": "matching.py:11:indices_to_matches", "calls": 21, "self_cpu_ms": 16955.327639, "cumulative_cpu_ms": 16955.858977000004 }, { "function": "", "calls": 20, "self_cpu_ms": 13577.490599, "cumulative_cpu_ms": 21157.052046 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 10, "self_cpu_ms": 10906.370599, "cumulative_cpu_ms": 14225.645448000001 }, { "function": "", "calls": 249, "self_cpu_ms": 10622.8978, "cumulative_cpu_ms": 16946.366502 }, { "function": "", "calls": 647, "self_cpu_ms": 10173.743276000001, "cumulative_cpu_ms": 6946.3966310000005 }, { "function": "typing.py:175:_type_check", "calls": 1038, "self_cpu_ms": 8379.551637, "cumulative_cpu_ms": 8393.171145 }, { "function": "native_metadata.py:163:", "calls": 12770, "self_cpu_ms": 7702.459595, "cumulative_cpu_ms": 8015.6669360000005 }, { "function": "kalman_filter.py:158:update", "calls": 17, "self_cpu_ms": 6976.846198, "cumulative_cpu_ms": 13137.288445000002 }, { "function": "visualization.py:20:__post_init__", "calls": 232, "self_cpu_ms": 6966.514339, "cumulative_cpu_ms": 6625.067988000001 }, { "function": "intrusion.py:12:_on", "calls": 240, "self_cpu_ms": 5205.596953, "cumulative_cpu_ms": 5206.761776 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 697, "self_cpu_ms": 4439.305799000001, "cumulative_cpu_ms": 4440.9960360000005 }, { "function": "kalman_filter.py:94:project", "calls": 17, "self_cpu_ms": 4322.741470000001, "cumulative_cpu_ms": 6737.430594 }, { "function": "shape_base.py:612:column_stack", "calls": 20, "self_cpu_ms": 3982.552252, "cumulative_cpu_ms": 3982.832224 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 34, "self_cpu_ms": 3866.5546190000005, "cumulative_cpu_ms": 3866.794001 }, { "function": "frames.py:58:__post_init__", "calls": 2460, "self_cpu_ms": 3233.279865, "cumulative_cpu_ms": -2438.638205 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2617.196876, "cumulative_cpu_ms": 2619.338697 }, { "function": "core.py:2651:select", "calls": 18, "self_cpu_ms": 2609.8495540000004, "cumulative_cpu_ms": 6247.294715000001 }, { "function": "core.py:184:update_with_tensors", "calls": 127, "self_cpu_ms": 2572.281771, "cumulative_cpu_ms": 370.49977900000005 }, { "function": "dataclasses.py:1294:is_dataclass", "calls": 697, "self_cpu_ms": 2487.76022, "cumulative_cpu_ms": 2494.0987630000004 } ], "instrumented": true }, { "wall_ms": 1347.742829, "thread_cpu_ms": 161.202813, "classes": [ { "class_id": 0, "candidates": 78, "before": [ 7, 3, 0 ], "after": [ 8, 2, 0 ] }, { "class_id": 1, "candidates": 11, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 2, "candidates": 49, "before": [ 2, 2, 0 ], "after": [ 2, 2, 1 ] }, { "class_id": 3, "candidates": 13, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 4, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 5, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 6, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 7, "candidates": 37, "before": [ 2, 2, 0 ], "after": [ 2, 2, 2 ] }, { "class_id": 8, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 9, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 10, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 11, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 12, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 13, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 14, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 15, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 16, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 17, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 18, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 19, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 20, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 21, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 22, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 23, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 24, "candidates": 16, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 25, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 26, "candidates": 10, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 27, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 28, "candidates": 8, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 29, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 30, "candidates": 5, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 31, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 32, "candidates": 4, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 33, "candidates": 3, "before": [ 1, 0, 0 ], "after": [ 1, 0, 0 ] }, { "class_id": 34, "candidates": 9, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 35, "candidates": 6, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 36, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 37, "candidates": 2, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 38, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 39, "candidates": 3, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 41, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 43, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 44, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 45, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 47, "candidates": 1, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 51, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 52, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 56, "candidates": 7, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 57, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 58, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 60, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 61, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 62, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 63, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 65, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 67, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 68, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 69, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 70, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 72, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 73, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 74, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 76, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] }, { "class_id": 77, "candidates": 0, "before": [ 0, 0, 0 ], "after": [ 0, 0, 0 ] } ], "functions": [ { "function": "", "calls": 598, "self_cpu_ms": 81736.614809, "cumulative_cpu_ms": 19589.306961000002 }, { "function": "", "calls": 764, "self_cpu_ms": 33462.146702000005, "cumulative_cpu_ms": 33449.937491 }, { "function": "", "calls": 24, "self_cpu_ms": 21244.718733, "cumulative_cpu_ms": 17676.216490000003 }, { "function": "", "calls": 268, "self_cpu_ms": 16732.972243000004, "cumulative_cpu_ms": 10528.293251000001 }, { "function": "kalman_filter.py:121:multi_predict", "calls": 12, "self_cpu_ms": 15686.636282, "cumulative_cpu_ms": 14946.624849000002 }, { "function": "native_metadata.py:163:", "calls": 14430, "self_cpu_ms": 14481.696019, "cumulative_cpu_ms": 4694.618489 }, { "function": "matching.py:42:iou_distance", "calls": 522, "self_cpu_ms": 10763.310156000001, "cumulative_cpu_ms": 15353.733859 }, { "function": "linalg.py:2764:_multi_dot_three", "calls": 52, "self_cpu_ms": 9254.859674000001, "cumulative_cpu_ms": 14286.214232 }, { "function": "", "calls": 22, "self_cpu_ms": 8041.1299340000005, "cumulative_cpu_ms": 8049.538937000001 }, { "function": "frames.py:83:", "calls": 12000, "self_cpu_ms": 6851.624195, "cumulative_cpu_ms": 4104.185094 }, { "function": "iou_and_nms.py:188:box_iou_batch", "calls": 31, "self_cpu_ms": 6151.901374, "cumulative_cpu_ms": 8235.774433 }, { "function": "frames.py:58:__post_init__", "calls": 2399, "self_cpu_ms": 6041.686082, "cumulative_cpu_ms": -4462.994214 }, { "function": "__init__.py:169:fullmatch", "calls": 99, "self_cpu_ms": 5376.8490600000005, "cumulative_cpu_ms": 5378.221128000001 }, { "function": "_model_construction.py:270:__instancecheck__", "calls": 2351, "self_cpu_ms": 4287.019009000001, "cumulative_cpu_ms": 4626.710513 }, { "function": "frame_ingress.py:83:copy", "calls": 8, "self_cpu_ms": 4253.148844, "cumulative_cpu_ms": 9576.588302000002 }, { "function": "det_result_path.py:76:", "calls": 2408, "self_cpu_ms": 3941.8101540000002, "cumulative_cpu_ms": 577.092161 }, { "function": "det_result_path.py:74:", "calls": 2408, "self_cpu_ms": 3742.3002930000002, "cumulative_cpu_ms": 3742.3002930000002 }, { "function": "threading.py:637:wait", "calls": 37, "self_cpu_ms": 2863.360628, "cumulative_cpu_ms": -22359.104381 }, { "function": "shape_base.py:292:hstack", "calls": 58, "self_cpu_ms": 2277.3769110000003, "cumulative_cpu_ms": 2281.482711 }, { "function": "", "calls": 63, "self_cpu_ms": 2071.180047, "cumulative_cpu_ms": 2074.067039 } ], "instrumented": true } ] }, "queued": 11, "events_created": 15, "processed": 245, "stale": 111, "queue_drop": 11 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 245, "per_task_buffers": { "det": 245 }, "latest": { "fn": 366, "det": 10, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299785.039299915, "entries": 245, "length": 30, "last": "1789447064123-0", "pttl": 9788, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-01", "sourceId": "rtsp-test-source-01", "serverId": "test-ai", "streamId": "rtsp-test-01", "runId": "182650d3-8636-43e4-8fad-bf1104f7ad57", "runGeneration": 1, "frameSeq": 366, "ptsNs": 36775462028, "ingestTimeWallMs": 1789447062946, "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": 1195035473, "rtpTimestampExt": null, "detectedAtWallMs": 1789447062839, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8718026280403137, "bbox": [ 0.56512451171875, 0.39129638671875, 0.59112548828125, 0.51837158203125 ], "trackId": 1281, "eventIds": [ "cc554984-399e-40e7-b7bd-096e241d3f4d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.578125, 0.51837158203125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "cc554984-399e-40e7-b7bd-096e241d3f4d" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.87103670835495, "bbox": [ 0.625946044921875, 0.588043212890625, 0.712921142578125, 0.702972412109375 ], "trackId": 1121, "eventIds": [ "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.66943359375, 0.702972412109375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "eefd20be-ae06-477f-82c2-4ce1e2da9eb8" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8510885834693909, "bbox": [ 0.3214874267578125, 0.530914306640625, 0.3816375732421875, 0.594085693359375 ], "trackId": 1201, "eventIds": [ "989b09b3-e6ff-4c5f-91e6-070ea862048d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.3515625, 0.594085693359375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "989b09b3-e6ff-4c5f-91e6-070ea862048d" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8487215638160706, "bbox": [ 0.7929840087890625, 0.3389892578125, 0.8476409912109375, 0.6082763671875 ], "trackId": 481, "eventIds": [ "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.8203125, 0.6082763671875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ebecba64-dfc3-4fb7-99f3-a214f1dd11cd" } ] }, { "objectRef": "5", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8338664174079895, "bbox": [ 0.6156005859375, 0.449188232421875, 0.6558837890625, 0.550811767578125 ], "trackId": 161, "eventIds": [ "ac4eff65-79c8-4f82-9402-2a9351586aeb" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.6357421875, 0.550811767578125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "ac4eff65-79c8-4f82-9402-2a9351586aeb" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7153245210647583, "bbox": [ 0.65582275390625, 0.439544677734375, 0.68499755859375, 0.534576416015625 ], "trackId": 881, "eventIds": [ "78431687-e9b8-4041-ab61-51421fb8a6da" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.67041015625, 0.534576416015625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "78431687-e9b8-4041-ab61-51421fb8a6da" } ] }, { "objectRef": "9", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.5227351784706116, "bbox": [ 0.6336669921875, 0.467559814453125, 0.6622314453125, 0.554901123046875 ], "trackId": 801, "eventIds": [ "6f7a48f2-9bb0-470e-a279-30c7087be1d5" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64794921875, 0.554901123046875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "6f7a48f2-9bb0-470e-a279-30c7087be1d5" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1 ], [ 0.35, 1 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "f597a2b13ad16a3895d3bd2f8e4c8e0e87aa004752d0daccc22eebd10977780a", "events": [] } } }, "rtsp-test-source-02": { "at": 1299785.131182869, "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": "238c5e73-f270-4cb8-afa7-71f177f21de7", "roles": { "det": { "state": "first_frame", "required": true, "initialized": true, "last_frame_at": 1789447064.2564416, "source_stage": "native_completed", "source_stage_at": 1789447064.3653138, "source_stages": { "pipeline_state_changed": 1789447031.123242, "decoded_frame_received": 1789447064.317325, "preprocess_output": 1789447064.3205678, "infer_output": 1789447064.3438458, "consume_entered": 1789447064.3496547, "native_completed": 1789447064.3653138, "inference_frame_completed": 1789447064.2388153 }, "stage_counts": { "pipeline_state_changed": 88, "decoded_frame_received": 334, "preprocess_output": 334, "infer_output": 334, "consume_entered": 334, "native_completed": 334, "inference_frame_completed": 216 }, "last_error": null, "stage_first_at": { "pipeline_state_changed": 1789447028.8997197, "decoded_frame_received": 1789447031.0577872, "preprocess_output": 1789447031.0603921, "infer_output": 1789447031.094695, "consume_entered": 1789447031.1022837, "native_completed": 1789447031.1200802, "inference_frame_completed": 1789447031.1464212 } } }, "last_error": null, "cleanup_error": null, "cleanup_pending": false, "restart_pending": false, "last_cleanup": null, "started_at": 1789447028.8467445, "uptime_s": 35.5, "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": 1299785119866640, "counts": { "decoded": 334, "selected": 334, "preprocess": 334, "infer": 334, "native": 333, "result": 216, "publisher_submit": 216 }, "first_ns": { "decoded": 1299751805038271, "selected": 1299751805106427, "preprocess": 1299751807770482, "infer": 1299751841995193, "native": 1299751867460491, "result": 1299751893383782, "publisher_submit": 1299751893832443 }, "last_ns": { "decoded": 1299785064641444, "selected": 1299785064662978, "preprocess": 1299785067915550, "infer": 1299785091117683, "native": 1299785112653851, "result": 1299784985547965, "publisher_submit": 1299784986210289 }, "detail": true, "pending_samples": 90, "last_frame": { "selected": [ 333, 35272222057 ], "preprocess": [ 333, 35272222057 ], "infer": [ 333, 35272222057 ], "native": [ 333, 35272222057 ], "result": [ 320, 33972222057 ], "publisher_submit": [ 320, 33972222057 ] }, "observation_missed": 1, "durations": { "selected_to_preprocess": { "samples": 187, "mean_ms": 39.31484918181818, "p95_ms": 220.95903, "max_ms": 417.44392 }, "preprocess_to_infer": { "samples": 187, "mean_ms": 79.88753704812834, "p95_ms": 413.132372, "max_ms": 675.090996 }, "infer_to_native": { "samples": 186, "mean_ms": 39.31307396236559, "p95_ms": 142.147775, "max_ms": 360.068996 }, "tracking": { "samples": 99, "mean_ms": 176.186941020202, "p95_ms": 816.302073, "max_ms": 1489.361547 }, "tracking_cpu": { "samples": 99, "mean_ms": 41.43653287878787, "p95_ms": 64.463605, "max_ms": 169.832696 }, "scenario_cpu": { "samples": 99, "mean_ms": 1.381829717171717, "p95_ms": 2.460198, "max_ms": 13.793339 }, "scenario": { "samples": 99, "mean_ms": 2.106086898989899, "p95_ms": 2.494446, "max_ms": 65.078732 }, "result_work": { "samples": 99, "mean_ms": 188.04165376767676, "p95_ms": 823.417501, "max_ms": 1645.083605 }, "queue": { "samples": 99, "mean_ms": 935.5310687676767, "p95_ms": 992.89482, "max_ms": 998.657729 }, "native_to_result": { "samples": 96, "mean_ms": 1116.7217276875, "p95_ms": 1691.062074, "max_ms": 2696.722462 }, "result_to_publisher_submit": { "samples": 97, "mean_ms": 1.3943482783505154, "p95_ms": 4.800038, "max_ms": 12.60064 } }, "sourceFpsObserved": null, "closed": false, "tracking_profiles": [ { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" }, { "profile_unavailable": "ANOTHER_TRACKING_PROFILE_ACTIVE" } ] }, "queued": 11, "events_created": 12, "processed": 216, "stale": 99, "queue_drop": 7 }, "scenarios": { "active": [ "INTRUSION" ], "disabled": [] }, "zones": [], "frames_in_window": 216, "per_task_buffers": { "det": 216 }, "latest": { "fn": 320, "det": 9, "persons": 7, "pose_persons": 0, "seg": 0 } }, "redis": { "at": 1299785.131235865, "entries": 216, "length": 30, "last": "1789447064239-0", "pttl": 9815, "frame": { "schemaVersion": "1", "cameraId": "rtsp-test-source-02", "sourceId": "rtsp-test-source-02", "serverId": "test-ai", "streamId": "web-cam08-test", "runId": "238c5e73-f270-4cb8-afa7-71f177f21de7", "runGeneration": 1, "frameSeq": 320, "ptsNs": 33972222057, "ingestTimeWallMs": 1789447063056, "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": 3322969188, "rtpTimestampExt": null, "detectedAtWallMs": 1789470706547, "syncStatus": "ESTIMATED", "timeSource": "SYNTHETIC_TEST_ANCHOR" }, "objects": [ { "objectRef": "0", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9056565761566162, "bbox": [ 0.9385833740234375, 0.2646484375, 0.9998931884765625, 0.8623046875 ], "trackId": 1361, "eventIds": [], "labelText": "person", "color": "#00CC66", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.96923828125, 0.8623046875 ], "inside": false, "state": "OUTSIDE", "confidence": 0.5, "eventId": null } ] }, { "objectRef": "1", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.9015746116638184, "bbox": [ 0.3827362060546875, 0.33978271484375, 0.4243927001953125, 0.57086181640625 ], "trackId": 561, "eventIds": [ "7d0947d7-d13b-4ad3-ad12-5687551cf05e" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.403564453125, 0.57086181640625 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7d0947d7-d13b-4ad3-ad12-5687551cf05e" } ] }, { "objectRef": "2", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8765287399291992, "bbox": [ 0.795867919921875, 0.33837890625, 0.840850830078125, 0.6083984375 ], "trackId": 161, "eventIds": [ "7a69619e-e542-4842-b324-5d7dff328b53" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.818359375, 0.6083984375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a69619e-e542-4842-b324-5d7dff328b53" } ] }, { "objectRef": "3", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8334601521492004, "bbox": [ 0.61663818359375, 0.44488525390625, 0.65386962890625, 0.55120849609375 ], "trackId": 1121, "eventIds": [ "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.63525390625, 0.55120849609375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "8f817ba3-ae7c-4c77-9e92-1e1addea0a28" } ] }, { "objectRef": "4", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.8304566740989685, "bbox": [ 0.5765838623046875, 0.38739013671875, 0.6011505126953125, 0.51397705078125 ], "trackId": 721, "eventIds": [ "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.5888671875, 0.51397705078125 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "b45357a6-b9a8-4e0e-a71f-20e87a7d5130" } ] }, { "objectRef": "6", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.7365901470184326, "bbox": [ 0.65301513671875, 0.44219970703125, 0.68682861328125, 0.53436279296875 ], "trackId": 1201, "eventIds": [ "393b790b-92bc-4855-b253-61b294c9be3d" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.669921875, 0.53436279296875 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "393b790b-92bc-4855-b253-61b294c9be3d" } ] }, { "objectRef": "7", "classId": 0, "modelKey": "RFDETRMedium", "confidence": 0.6172242760658264, "bbox": [ 0.63427734375, 0.46539306640625, 0.66357421875, 0.55511474609375 ], "trackId": 401, "eventIds": [ "7a734c81-1bad-4535-b3ed-4edd5824b93b" ], "labelText": "person", "color": "#FF3030", "visible": true, "scenarioResults": [ { "scenario": "INTRUSION", "point": [ 0.64892578125, 0.55511474609375 ], "inside": true, "state": "INTRUSION", "confidence": 0.5, "eventId": "7a734c81-1bad-4535-b3ed-4edd5824b93b" } ] } ], "scenarioConfig": { "INTRUSION": { "enabled": true, "roi_id": "primary", "roi_name": "Test center-right", "debug_roi": true, "roi": [ [ 0.35, 0.3 ], [ 0.85, 0.3 ], [ 0.85, 1.0 ], [ 0.35, 1.0 ] ], "point_x": 0.5, "point_y": 1.0, "confidence": 0.5, "dwell_seconds": 0.5, "rearm_seconds": 1.0, "grace_seconds": 0.5, "retention_seconds": 30.0, "max_states": 1024 } }, "scenarioRevision": "803a640b541d091c6cc35185dbd84506fff2cc9008cd5f7809ec084abfec4c4c", "events": [] } } } }, "publisher": { "enabled": true, "metrics": { "sent": 550, "sent_status": 90, "sent_frames": 460, "queued": 0, "queuedBytes": 0, "channels": 3 } } } ], "resources": [ { "at": 1299766.502082762, "cgroup": "/sys/fs/cgroup/system.slice/docker-dcd4ac34c0e45146934fe59b2b8d2456214da5405e21d1196fdba2022fc1441d.scope", "cpu": { "usage_usec": 40176627, "user_usec": 29813999, "system_usec": 10362627, "core_sched.force_idle_usec": 0, "nr_periods": 0, "nr_throttled": 0, "throttled_usec": 0, "nr_bursts": 0, "burst_usec": 0 }, "memory": 1220624384, "processes": { "124256": { "comm": "docker-init", "status": "Name:\tdocker-init\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124256\nNgid:\t0\nPid:\t124256\nPPid:\t124227\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t64\nGroups:\t0 \nNStgid:\t124256\t1\nNSpid:\t124256\t1\nNSpgid:\t124256\t1\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 1060 kB\nVmSize:\t 1060 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 748 kB\nVmRSS:\t 748 kB\nRssAnon:\t 52 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:\t94\nnonvoluntary_ctxt_switches:\t5\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124401": { "comm": "entrypoint.sh", "status": "Name:\tentrypoint.sh\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124401\nNgid:\t0\nPid:\t124401\nPPid:\t124256\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124401\t51\nNSpid:\t124401\t51\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 7988 kB\nVmSize:\t 7988 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 4276 kB\nVmRSS:\t 4276 kB\nRssAnon:\t 876 kB\nRssFile:\t 3400 kB\nRssShmem:\t 0 kB\nVmData:\t 948 kB\nVmStk:\t 136 kB\nVmExe:\t 956 kB\nVmLib:\t 1824 kB\nVmPTE:\t 60 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:\t20\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124435": { "comm": "tritonserver", "status": "Name:\ttritonserver\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124435\nNgid:\t0\nPid:\t124435\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124435\t73\nNSpid:\t124435\t73\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t205806720 kB\nVmSize:\t110316556 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 1031984 kB\nVmRSS:\t 1024344 kB\nRssAnon:\t 409308 kB\nRssFile:\t 342652 kB\nRssShmem:\t 272384 kB\nVmData:\t 1176592 kB\nVmStk:\t 340 kB\nVmExe:\t 10428 kB\nVmLib:\t 648088 kB\nVmPTE:\t 3540 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:\t107\nnonvoluntary_ctxt_switches:\t5\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124676": { "comm": "python3", "status": "Name:\tpython3\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124676\nNgid:\t0\nPid:\t124676\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124676\t201\nNSpid:\t124676\t201\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t15232924 kB\nVmSize:\t15204268 kB\nVmLck:\t 16 kB\nVmPin:\t 0 kB\nVmHWM:\t 983552 kB\nVmRSS:\t 983552 kB\nRssAnon:\t 437148 kB\nRssFile:\t 503396 kB\nRssShmem:\t 43008 kB\nVmData:\t 1953716 kB\nVmStk:\t 136 kB\nVmExe:\t 2956 kB\nVmLib:\t 1097756 kB\nVmPTE:\t 4556 kB\nVmSwap:\t 0 kB\nHugetlbPages:\t 0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t106\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:\t3169\nnonvoluntary_ctxt_switches:\t52\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "125278": { "comm": "sleep", "status": "Name:\tsleep\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t125278\nNgid:\t0\nPid:\t125278\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t125278\t372\nNSpid:\t125278\t372\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 5688 kB\nVmSize:\t 5688 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 2080 kB\nVmRSS:\t 2080 kB\nRssAnon:\t 116 kB\nRssFile:\t 1964 kB\nRssShmem:\t 0 kB\nVmData:\t 224 kB\nVmStk:\t 136 kB\nVmExe:\t 16 kB\nVmLib:\t 1748 kB\nVmPTE:\t 56 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:\t1\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" } }, "threads": { "124256": { "pid": 124256, "comm": "docker-init", "start": "129973330", "ticks": 8, "runtime_ns": 88729188, "runqueue_wait_ns": 1791113 }, "124401": { "pid": 124401, "comm": "entrypoint.sh", "start": "129973381", "ticks": 1, "runtime_ns": 15780596, "runqueue_wait_ns": 0 }, "124435": { "pid": 124435, "comm": "tritonserver", "start": "129973401", "ticks": 65, "runtime_ns": 660647953, "runqueue_wait_ns": 1790604 }, "124437": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 99440, "runqueue_wait_ns": 0 }, "124438": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 148609, "runqueue_wait_ns": 0 }, "124439": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 61170, "runqueue_wait_ns": 0 }, "124440": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 140065, "runqueue_wait_ns": 0 }, "124441": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 58404, "runqueue_wait_ns": 28966 }, "124442": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 123656, "runqueue_wait_ns": 0 }, "124443": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 88246, "runqueue_wait_ns": 0 }, "124444": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 40491, "runqueue_wait_ns": 0 }, "124445": { "pid": 124435, "comm": "cuda00001400006", "start": "129973405", "ticks": 0, "runtime_ns": 262679, "runqueue_wait_ns": 0 }, "124446": { "pid": 124435, "comm": "tritonserver", "start": "129973409", "ticks": 0, "runtime_ns": 2210578, "runqueue_wait_ns": 222430 }, "124447": { "pid": 124435, "comm": "cuda-EvtHandlr", "start": "129973409", "ticks": 19, "runtime_ns": 198729978, "runqueue_wait_ns": 30775833 }, "124472": { "pid": 124435, "comm": "tritonserver", "start": "129973443", "ticks": 0, "runtime_ns": 15051150, "runqueue_wait_ns": 5316765 }, "124503": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 78, "runtime_ns": 792367819, "runqueue_wait_ns": 660309 }, "124504": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 62, "runtime_ns": 621481642, "runqueue_wait_ns": 0 }, "124505": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 67, "runtime_ns": 673706776, "runqueue_wait_ns": 1144505 }, "124506": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 0, "runtime_ns": 57951, "runqueue_wait_ns": 0 }, "124517": { "pid": 124435, "comm": "tritonserver", "start": "129973558", "ticks": 0, "runtime_ns": 162934, "runqueue_wait_ns": 0 }, "124518": { "pid": 124435, "comm": "tritonserver", "start": "129973558", "ticks": 0, "runtime_ns": 153383, "runqueue_wait_ns": 0 }, "124519": { "pid": 124435, "comm": "tritonserver", "start": "129973581", "ticks": 21, "runtime_ns": 220219030, "runqueue_wait_ns": 14678083 }, "124520": { "pid": 124435, "comm": "tritonserver", "start": "129973581", "ticks": 221, "runtime_ns": 2218255783, "runqueue_wait_ns": 11831421 }, "124532": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 63167, "runqueue_wait_ns": 0 }, "124533": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 92117, "runqueue_wait_ns": 0 }, "124534": { "pid": 124435, "comm": "MainIOContext", "start": "129973605", "ticks": 0, "runtime_ns": 2397622, "runqueue_wait_ns": 11561 }, "124535": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 9, "runtime_ns": 103548103, "runqueue_wait_ns": 36680680 }, "124536": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 8, "runtime_ns": 95517690, "runqueue_wait_ns": 41744802 }, "124537": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 399300, "runqueue_wait_ns": 0 }, "124538": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 407330, "runqueue_wait_ns": 0 }, "124539": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 359593, "runqueue_wait_ns": 0 }, "124540": { "pid": 124435, "comm": "NvmlTaskRunner", "start": "129973607", "ticks": 9, "runtime_ns": 99596476, "runqueue_wait_ns": 678619 }, "124541": { "pid": 124435, "comm": "cache_mgr_event", "start": "129973608", "ticks": 0, "runtime_ns": 3895451, "runqueue_wait_ns": 0 }, "124543": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 8, "runtime_ns": 95923330, "runqueue_wait_ns": 36309868 }, "124544": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 8, "runtime_ns": 93737694, "runqueue_wait_ns": 55309684 }, "124545": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 0, "runtime_ns": 628590, "runqueue_wait_ns": 0 }, "124546": { "pid": 124435, "comm": "cache_mgr_main", "start": "129973609", "ticks": 0, "runtime_ns": 7099079, "runqueue_wait_ns": 2279381 }, "124547": { "pid": 124435, "comm": "sysev_thread", "start": "129973609", "ticks": 0, "runtime_ns": 2861254, "runqueue_wait_ns": 92724 }, "124548": { "pid": 124435, "comm": "tritonserver", "start": "129973611", "ticks": 5, "runtime_ns": 67274437, "runqueue_wait_ns": 1532065 }, "124549": { "pid": 124435, "comm": "default-executo", "start": "129973611", "ticks": 0, "runtime_ns": 10323032, "runqueue_wait_ns": 180819 }, "124550": { "pid": 124435, "comm": "resolver-execut", "start": "129973612", "ticks": 0, "runtime_ns": 111621, "runqueue_wait_ns": 0 }, "124551": { "pid": 124435, "comm": "grpc_global_tim", "start": "129973612", "ticks": 0, "runtime_ns": 1938934, "runqueue_wait_ns": 17511 }, "124552": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 466966, "runqueue_wait_ns": 0 }, "124553": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 726406, "runqueue_wait_ns": 0 }, "124554": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 567908, "runqueue_wait_ns": 0 }, "124555": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 577302, "runqueue_wait_ns": 0 }, "124556": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 474711, "runqueue_wait_ns": 0 }, "124557": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 319811, "runqueue_wait_ns": 0 }, "124558": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 526051, "runqueue_wait_ns": 0 }, "124559": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 492818, "runqueue_wait_ns": 0 }, "124560": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 352132, "runqueue_wait_ns": 0 }, "124561": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 447266, "runqueue_wait_ns": 0 }, "124562": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 421250, "runqueue_wait_ns": 0 }, "124563": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 467699, "runqueue_wait_ns": 0 }, "124564": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 427868, "runqueue_wait_ns": 0 }, "124565": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 219295, "runqueue_wait_ns": 0 }, "124566": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 185225, "runqueue_wait_ns": 15748 }, "124567": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 217273, "runqueue_wait_ns": 0 }, "124568": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 331324, "runqueue_wait_ns": 0 }, "124569": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 247166, "runqueue_wait_ns": 0 }, "124570": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 315834, "runqueue_wait_ns": 0 }, "124571": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 272995, "runqueue_wait_ns": 0 }, "124572": { "pid": 124435, "comm": "timer_manager", "start": "129973612", "ticks": 0, "runtime_ns": 15649014, "runqueue_wait_ns": 4657714 }, "124573": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 59, "runtime_ns": 599679901, "runqueue_wait_ns": 12145205 }, "124574": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 76, "runtime_ns": 775712955, "runqueue_wait_ns": 24538519 }, "124575": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 70, "runtime_ns": 712804818, "runqueue_wait_ns": 20041091 }, "124576": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 43, "runtime_ns": 443029460, "runqueue_wait_ns": 9704774 }, "124577": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 0, "runtime_ns": 127521, "runqueue_wait_ns": 0 }, "124578": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 0, "runtime_ns": 232513, "runqueue_wait_ns": 0 }, "124579": { "pid": 124435, "comm": "tritonserver", "start": "129973613", "ticks": 0, "runtime_ns": 199433, "runqueue_wait_ns": 0 }, "124580": { "pid": 124435, "comm": "tritonserver", "start": "129973614", "ticks": 0, "runtime_ns": 119291, "runqueue_wait_ns": 0 }, "124581": { "pid": 124435, "comm": "tritonserver", "start": "129973614", "ticks": 0, "runtime_ns": 224481, "runqueue_wait_ns": 0 }, "124582": { "pid": 124435, "comm": "tritonserver", "start": "129973615", "ticks": 0, "runtime_ns": 178378, "runqueue_wait_ns": 0 }, "124583": { "pid": 124435, "comm": "tritonserver", "start": "129973615", "ticks": 0, "runtime_ns": 217274, "runqueue_wait_ns": 0 }, "124584": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 138199, "runqueue_wait_ns": 0 }, "124585": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 142845, "runqueue_wait_ns": 0 }, "124586": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 134660, "runqueue_wait_ns": 0 }, "124587": { "pid": 124435, "comm": "tritonserver", "start": "129973617", "ticks": 0, "runtime_ns": 66848, "runqueue_wait_ns": 0 }, "124676": { "pid": 124676, "comm": "python3", "start": "129973858", "ticks": 376, "runtime_ns": 3770569197, "runqueue_wait_ns": 18210920 }, "124768": { "pid": 124676, "comm": "grpc_global_tim", "start": "129973985", "ticks": 0, "runtime_ns": 5337778, "runqueue_wait_ns": 1738791 }, "124769": { "pid": 124676, "comm": "default-executo", "start": "129973985", "ticks": 0, "runtime_ns": 156844, "runqueue_wait_ns": 0 }, "124771": { "pid": 124676, "comm": "resolver-execut", "start": "129973985", "ticks": 0, "runtime_ns": 62622, "runqueue_wait_ns": 0 }, "124774": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 6388219, "runqueue_wait_ns": 680254 }, "124776": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2700675, "runqueue_wait_ns": 1987622 }, "124778": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1762236, "runqueue_wait_ns": 0 }, "124780": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1478054, "runqueue_wait_ns": 35289 }, "124782": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2519485, "runqueue_wait_ns": 140177 }, "124785": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1625117, "runqueue_wait_ns": 0 }, "124787": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1340887, "runqueue_wait_ns": 165680 }, "124789": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2535142, "runqueue_wait_ns": 92826 }, "124790": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1281258, "runqueue_wait_ns": 180905 }, "124793": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 959282, "runqueue_wait_ns": 183351 }, "124795": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1152253, "runqueue_wait_ns": 41485 }, "124797": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1086108, "runqueue_wait_ns": 63061 }, "124799": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 957725, "runqueue_wait_ns": 190514 }, "124801": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1024666, "runqueue_wait_ns": 22557 }, "124803": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1122661, "runqueue_wait_ns": 2030289 }, "124805": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 909302, "runqueue_wait_ns": 1059370 }, "124807": { "pid": 124676, "comm": "lifeguard", "start": "129973985", "ticks": 0, "runtime_ns": 1958241, "runqueue_wait_ns": 342572 }, "124808": { "pid": 124676, "comm": "python3", "start": "129973987", "ticks": 0, "runtime_ns": 383774, "runqueue_wait_ns": 0 }, "124820": { "pid": 124676, "comm": "cuda0000380000f", "start": "129974012", "ticks": 0, "runtime_ns": 257966, "runqueue_wait_ns": 0 }, "124822": { "pid": 124676, "comm": "python3", "start": "129974033", "ticks": 0, "runtime_ns": 10821654, "runqueue_wait_ns": 0 }, "124841": { "pid": 124676, "comm": "libusb_event", "start": "129974162", "ticks": 0, "runtime_ns": 62687, "runqueue_wait_ns": 0 }, "124842": { "pid": 124676, "comm": "python3", "start": "129974163", "ticks": 1, "runtime_ns": 16366708, "runqueue_wait_ns": 1141308 }, "124843": { "pid": 124676, "comm": "python3", "start": "129974164", "ticks": 1, "runtime_ns": 13829746, "runqueue_wait_ns": 96015 }, "124844": { "pid": 124676, "comm": "python3", "start": "129974209", "ticks": 42, "runtime_ns": 433122482, "runqueue_wait_ns": 23700800 }, "124845": { "pid": 124676, "comm": "python3", "start": "129974213", "ticks": 0, "runtime_ns": 280579, "runqueue_wait_ns": 0 }, "124971": { "pid": 124676, "comm": "grpc_global_tim", "start": "129974448", "ticks": 0, "runtime_ns": 334123, "runqueue_wait_ns": 0 }, "125025": { "pid": 124676, "comm": "python3", "start": "129974537", "ticks": 7, "runtime_ns": 76588091, "runqueue_wait_ns": 312987 }, "125027": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 586, "runtime_ns": 5862174490, "runqueue_wait_ns": 147560769 }, "125028": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 1, "runtime_ns": 12712777, "runqueue_wait_ns": 160901 }, "125029": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 0, "runtime_ns": 1093147, "runqueue_wait_ns": 710422 }, "125030": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 11, "runtime_ns": 117351542, "runqueue_wait_ns": 18479586 }, "125031": { "pid": 124676, "comm": "python3", "start": "129974625", "ticks": 38, "runtime_ns": 384290721, "runqueue_wait_ns": 473037 }, "125032": { "pid": 124676, "comm": "python3", "start": "129974625", "ticks": 0, "runtime_ns": 1453493, "runqueue_wait_ns": 569240 }, "125033": { "pid": 124676, "comm": "cuda-EvtHandlr", "start": "129974625", "ticks": 25, "runtime_ns": 254105870, "runqueue_wait_ns": 48578096 }, "125036": { "pid": 124676, "comm": "python3", "start": "129974655", "ticks": 0, "runtime_ns": 8409916, "runqueue_wait_ns": 1046157 }, "125037": { "pid": 124676, "comm": "pool-spawner", "start": "129974655", "ticks": 0, "runtime_ns": 3425156, "runqueue_wait_ns": 0 }, "125038": { "pid": 124676, "comm": "default-executo", "start": "129974655", "ticks": 4, "runtime_ns": 50873476, "runqueue_wait_ns": 762826 }, "125039": { "pid": 124676, "comm": "resolver-execut", "start": "129974655", "ticks": 0, "runtime_ns": 189672, "runqueue_wait_ns": 0 }, "125040": { "pid": 124676, "comm": "grpc_global_tim", "start": "129974655", "ticks": 0, "runtime_ns": 4535749, "runqueue_wait_ns": 203839 }, "125041": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 516649, "runqueue_wait_ns": 3647 }, "125042": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 471679, "runqueue_wait_ns": 0 }, "125043": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 585919, "runqueue_wait_ns": 83089 }, "125044": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 492913, "runqueue_wait_ns": 0 }, "125045": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 459443, "runqueue_wait_ns": 0 }, "125046": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 636151, "runqueue_wait_ns": 0 }, "125047": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 475374, "runqueue_wait_ns": 0 }, "125048": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 350006, "runqueue_wait_ns": 0 }, "125049": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 220704, "runqueue_wait_ns": 0 }, "125050": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 174233, "runqueue_wait_ns": 0 }, "125051": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 360701, "runqueue_wait_ns": 0 }, "125052": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 301870, "runqueue_wait_ns": 0 }, "125053": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 209112, "runqueue_wait_ns": 0 }, "125054": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 211390, "runqueue_wait_ns": 0 }, "125055": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 442125, "runqueue_wait_ns": 0 }, "125056": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 356128, "runqueue_wait_ns": 0 }, "125057": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 356791, "runqueue_wait_ns": 0 }, "125058": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 216112, "runqueue_wait_ns": 0 }, "125059": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 394253, "runqueue_wait_ns": 0 }, "125060": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 220582, "runqueue_wait_ns": 0 }, "125061": { "pid": 124676, "comm": "timer_manager", "start": "129974656", "ticks": 1, "runtime_ns": 23173738, "runqueue_wait_ns": 5209167 }, "125062": { "pid": 124676, "comm": "python3", "start": "129974658", "ticks": 33, "runtime_ns": 342023388, "runqueue_wait_ns": 7768062 }, "125063": { "pid": 124676, "comm": "PostCuda", "start": "129974680", "ticks": 1, "runtime_ns": 15965271, "runqueue_wait_ns": 4536174 }, "125064": { "pid": 124676, "comm": "PostHost", "start": "129974680", "ticks": 1, "runtime_ns": 14895557, "runqueue_wait_ns": 159622 }, "125065": { "pid": 124676, "comm": "GstInferServImp", "start": "129974680", "ticks": 372, "runtime_ns": 3722283478, "runqueue_wait_ns": 55871643 }, "125066": { "pid": 124676, "comm": "preprocess-queu", "start": "129974680", "ticks": 209, "runtime_ns": 2100275431, "runqueue_wait_ns": 11032940 }, "125067": { "pid": 124676, "comm": "python3", "start": "129974681", "ticks": 7, "runtime_ns": 78623833, "runqueue_wait_ns": 4447954 }, "125068": { "pid": 124676, "comm": "task0", "start": "129974681", "ticks": 29, "runtime_ns": 299790904, "runqueue_wait_ns": 4474349 }, "125069": { "pid": 124676, "comm": "gmain", "start": "129974683", "ticks": 0, "runtime_ns": 180845, "runqueue_wait_ns": 0 }, "125070": { "pid": 124676, "comm": "dconf worker", "start": "129974683", "ticks": 0, "runtime_ns": 7024262, "runqueue_wait_ns": 0 }, "125071": { "pid": 124676, "comm": "dec_que:src", "start": "129974685", "ticks": 12, "runtime_ns": 134267915, "runqueue_wait_ns": 155061 }, "125073": { "pid": 124676, "comm": "rtpsession-rtcp", "start": "129974686", "ticks": 0, "runtime_ns": 4235123, "runqueue_wait_ns": 35971 }, "125074": { "pid": 124676, "comm": "timer", "start": "129974688", "ticks": 0, "runtime_ns": 2361052, "runqueue_wait_ns": 0 }, "125075": { "pid": 124676, "comm": "rtpjitterbuffer", "start": "129974688", "ticks": 20, "runtime_ns": 210860496, "runqueue_wait_ns": 10316012 }, "125086": { "pid": 124676, "comm": "queue:src", "start": "129974788", "ticks": 31, "runtime_ns": 317772465, "runqueue_wait_ns": 1437482 }, "125087": { "pid": 124676, "comm": "dec_que:src", "start": "129974793", "ticks": 4, "runtime_ns": 54169979, "runqueue_wait_ns": 2013243 }, "125088": { "pid": 124676, "comm": "dec_que:src", "start": "129974793", "ticks": 9, "runtime_ns": 102899018, "runqueue_wait_ns": 5337697 }, "125089": { "pid": 124676, "comm": "dec_que:src", "start": "129974796", "ticks": 0, "runtime_ns": 3998577, "runqueue_wait_ns": 35939 }, "125090": { "pid": 124676, "comm": "preprocess-queu", "start": "129974799", "ticks": 151, "runtime_ns": 1519650174, "runqueue_wait_ns": 15559714 }, "125091": { "pid": 124676, "comm": "batch_capture-m", "start": "129974799", "ticks": 36, "runtime_ns": 369183302, "runqueue_wait_ns": 6053960 }, "125092": { "pid": 124676, "comm": "nvv4l2decoder0:", "start": "129974799", "ticks": 3, "runtime_ns": 32992806, "runqueue_wait_ns": 2154924 }, "125115": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 489, "runtime_ns": 4896492021, "runqueue_wait_ns": 141368660 }, "125116": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 1, "runtime_ns": 12641913, "runqueue_wait_ns": 0 }, "125117": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 0, "runtime_ns": 2035475, "runqueue_wait_ns": 1133527 }, "125118": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 9, "runtime_ns": 92661187, "runqueue_wait_ns": 20135110 }, "125121": { "pid": 124676, "comm": "python3", "start": "129974964", "ticks": 2, "runtime_ns": 29945871, "runqueue_wait_ns": 52346 }, "125125": { "pid": 124676, "comm": "python3", "start": "129974966", "ticks": 26, "runtime_ns": 267999988, "runqueue_wait_ns": 7723347 }, "125132": { "pid": 124676, "comm": "PostCuda", "start": "129974968", "ticks": 0, "runtime_ns": 11561813, "runqueue_wait_ns": 2789456 }, "125133": { "pid": 124676, "comm": "PostHost", "start": "129974968", "ticks": 0, "runtime_ns": 9777466, "runqueue_wait_ns": 1475571 }, "125134": { "pid": 124676, "comm": "GstInferServImp", "start": "129974968", "ticks": 266, "runtime_ns": 2672218478, "runqueue_wait_ns": 22876361 }, "125135": { "pid": 124676, "comm": "python3", "start": "129974968", "ticks": 2, "runtime_ns": 27423107, "runqueue_wait_ns": 2663274 }, "125136": { "pid": 124676, "comm": "task7", "start": "129974968", "ticks": 24, "runtime_ns": 255672050, "runqueue_wait_ns": 4606544 }, "125137": { "pid": 124676, "comm": "rtpjitterbuffer", "start": "129974968", "ticks": 16, "runtime_ns": 167918603, "runqueue_wait_ns": 2779632 }, "125158": { "pid": 124676, "comm": "rtpsession-rtcp", "start": "129975070", "ticks": 0, "runtime_ns": 2187621, "runqueue_wait_ns": 27713 }, "125159": { "pid": 124676, "comm": "timer", "start": "129975076", "ticks": 0, "runtime_ns": 250115, "runqueue_wait_ns": 0 }, "125160": { "pid": 124676, "comm": "dec_que:src", "start": "129975076", "ticks": 7, "runtime_ns": 83901287, "runqueue_wait_ns": 697382 }, "125161": { "pid": 124676, "comm": "queue:src", "start": "129975076", "ticks": 5, "runtime_ns": 57575225, "runqueue_wait_ns": 865081 }, "125162": { "pid": 124676, "comm": "dec_que:src", "start": "129975082", "ticks": 3, "runtime_ns": 38214776, "runqueue_wait_ns": 3249483 }, "125163": { "pid": 124676, "comm": "dec_que:src", "start": "129975082", "ticks": 7, "runtime_ns": 87291402, "runqueue_wait_ns": 6691451 }, "125164": { "pid": 124676, "comm": "pool-python3", "start": "129975087", "ticks": 0, "runtime_ns": 1231962, "runqueue_wait_ns": 0 }, "125165": { "pid": 124676, "comm": "batch_capture-m", "start": "129975087", "ticks": 28, "runtime_ns": 288325413, "runqueue_wait_ns": 5113595 }, "125166": { "pid": 124676, "comm": "nvv4l2decoder1:", "start": "129975087", "ticks": 2, "runtime_ns": 26792725, "runqueue_wait_ns": 395862 }, "125167": { "pid": 124676, "comm": "grpc_global_tim", "start": "129975155", "ticks": 0, "runtime_ns": 188363, "runqueue_wait_ns": 0 }, "125278": { "pid": 125278, "comm": "sleep", "start": "129975859", "ticks": 0, "runtime_ns": 1706339, "runqueue_wait_ns": 19218 } }, "mem_available": 21008265216, "gpu": [ [ 4936, 49140, 28 ] ], "ticks_per_second": 100 }, { "at": 1299785.263539138, "cgroup": "/sys/fs/cgroup/system.slice/docker-dcd4ac34c0e45146934fe59b2b8d2456214da5405e21d1196fdba2022fc1441d.scope", "cpu": { "usage_usec": 73510082, "user_usec": 56686845, "system_usec": 16823237, "core_sched.force_idle_usec": 0, "nr_periods": 0, "nr_throttled": 0, "throttled_usec": 0, "nr_bursts": 0, "burst_usec": 0 }, "memory": 1243250688, "processes": { "124256": { "comm": "docker-init", "status": "Name:\tdocker-init\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124256\nNgid:\t0\nPid:\t124256\nPPid:\t124227\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t64\nGroups:\t0 \nNStgid:\t124256\t1\nNSpid:\t124256\t1\nNSpgid:\t124256\t1\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 1060 kB\nVmSize:\t 1060 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 748 kB\nVmRSS:\t 748 kB\nRssAnon:\t 52 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:\t113\nnonvoluntary_ctxt_switches:\t5\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124401": { "comm": "entrypoint.sh", "status": "Name:\tentrypoint.sh\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124401\nNgid:\t0\nPid:\t124401\nPPid:\t124256\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124401\t51\nNSpid:\t124401\t51\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 7988 kB\nVmSize:\t 7988 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 4276 kB\nVmRSS:\t 4276 kB\nRssAnon:\t 876 kB\nRssFile:\t 3400 kB\nRssShmem:\t 0 kB\nVmData:\t 948 kB\nVmStk:\t 136 kB\nVmExe:\t 956 kB\nVmLib:\t 1824 kB\nVmPTE:\t 60 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:\t22\nnonvoluntary_ctxt_switches:\t0\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124435": { "comm": "tritonserver", "status": "Name:\ttritonserver\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124435\nNgid:\t0\nPid:\t124435\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124435\t73\nNSpid:\t124435\t73\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t205806720 kB\nVmSize:\t110316556 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 1037744 kB\nVmRSS:\t 1036568 kB\nRssAnon:\t 421532 kB\nRssFile:\t 342652 kB\nRssShmem:\t 272384 kB\nVmData:\t 1190432 kB\nVmStk:\t 340 kB\nVmExe:\t 10428 kB\nVmLib:\t 648088 kB\nVmPTE:\t 3568 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:\t107\nnonvoluntary_ctxt_switches:\t5\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "124676": { "comm": "python3", "status": "Name:\tpython3\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t124676\nNgid:\t0\nPid:\t124676\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t124676\t201\nNSpid:\t124676\t201\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t15243248 kB\nVmSize:\t15243216 kB\nVmLck:\t 16 kB\nVmPin:\t 0 kB\nVmHWM:\t 993420 kB\nVmRSS:\t 993420 kB\nRssAnon:\t 446988 kB\nRssFile:\t 503424 kB\nRssShmem:\t 43008 kB\nVmData:\t 1996136 kB\nVmStk:\t 136 kB\nVmExe:\t 2956 kB\nVmLib:\t 1097768 kB\nVmPTE:\t 4580 kB\nVmSwap:\t 0 kB\nHugetlbPages:\t 0 kB\nCoreDumping:\t0\nTHP_enabled:\t1\nuntag_mask:\t0xffffffffffffffff\nThreads:\t105\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:\t10044\nnonvoluntary_ctxt_switches:\t55\nx86_Thread_features:\t\nx86_Thread_features_locked:\t\n" }, "125770": { "comm": "sleep", "status": "Name:\tsleep\nUmask:\t0022\nState:\tS (sleeping)\nTgid:\t125770\nNgid:\t0\nPid:\t125770\nPPid:\t124401\nTracerPid:\t0\nUid:\t0\t0\t0\t0\nGid:\t0\t0\t0\t0\nFDSize:\t256\nGroups:\t0 \nNStgid:\t125770\t380\nNSpid:\t125770\t380\nNSpgid:\t124401\t51\nNSsid:\t124256\t1\nKthread:\t0\nVmPeak:\t 5688 kB\nVmSize:\t 5688 kB\nVmLck:\t 0 kB\nVmPin:\t 0 kB\nVmHWM:\t 2184 kB\nVmRSS:\t 2184 kB\nRssAnon:\t 116 kB\nRssFile:\t 2068 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": { "124256": { "pid": 124256, "comm": "docker-init", "start": "129973330", "ticks": 8, "runtime_ns": 89735946, "runqueue_wait_ns": 1797571 }, "124401": { "pid": 124401, "comm": "entrypoint.sh", "start": "129973381", "ticks": 1, "runtime_ns": 18881472, "runqueue_wait_ns": 0 }, "124435": { "pid": 124435, "comm": "tritonserver", "start": "129973401", "ticks": 65, "runtime_ns": 660647953, "runqueue_wait_ns": 1790604 }, "124437": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 99440, "runqueue_wait_ns": 0 }, "124438": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 148609, "runqueue_wait_ns": 0 }, "124439": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 61170, "runqueue_wait_ns": 0 }, "124440": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 140065, "runqueue_wait_ns": 0 }, "124441": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 58404, "runqueue_wait_ns": 28966 }, "124442": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 123656, "runqueue_wait_ns": 0 }, "124443": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 88246, "runqueue_wait_ns": 0 }, "124444": { "pid": 124435, "comm": "tritonserver", "start": "129973404", "ticks": 0, "runtime_ns": 40491, "runqueue_wait_ns": 0 }, "124445": { "pid": 124435, "comm": "cuda00001400006", "start": "129973405", "ticks": 0, "runtime_ns": 262679, "runqueue_wait_ns": 0 }, "124446": { "pid": 124435, "comm": "tritonserver", "start": "129973409", "ticks": 0, "runtime_ns": 3569746, "runqueue_wait_ns": 228889 }, "124447": { "pid": 124435, "comm": "cuda-EvtHandlr", "start": "129973409", "ticks": 37, "runtime_ns": 379696517, "runqueue_wait_ns": 94516449 }, "124472": { "pid": 124435, "comm": "tritonserver", "start": "129973443", "ticks": 2, "runtime_ns": 22976964, "runqueue_wait_ns": 7009821 }, "124503": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 78, "runtime_ns": 792367819, "runqueue_wait_ns": 660309 }, "124504": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 62, "runtime_ns": 621481642, "runqueue_wait_ns": 0 }, "124505": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 67, "runtime_ns": 673706776, "runqueue_wait_ns": 1144505 }, "124506": { "pid": 124435, "comm": "tritonserver", "start": "129973465", "ticks": 0, "runtime_ns": 57951, "runqueue_wait_ns": 0 }, "124517": { "pid": 124435, "comm": "tritonserver", "start": "129973558", "ticks": 0, "runtime_ns": 162934, "runqueue_wait_ns": 0 }, "124518": { "pid": 124435, "comm": "tritonserver", "start": "129973558", "ticks": 0, "runtime_ns": 153383, "runqueue_wait_ns": 0 }, "124519": { "pid": 124435, "comm": "tritonserver", "start": "129973581", "ticks": 45, "runtime_ns": 463668629, "runqueue_wait_ns": 19886347 }, "124520": { "pid": 124435, "comm": "tritonserver", "start": "129973581", "ticks": 449, "runtime_ns": 4498272349, "runqueue_wait_ns": 41053347 }, "124532": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 63167, "runqueue_wait_ns": 0 }, "124533": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 92117, "runqueue_wait_ns": 0 }, "124534": { "pid": 124435, "comm": "MainIOContext", "start": "129973605", "ticks": 0, "runtime_ns": 3830408, "runqueue_wait_ns": 37090 }, "124535": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 15, "runtime_ns": 165109895, "runqueue_wait_ns": 60650566 }, "124536": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 14, "runtime_ns": 152690845, "runqueue_wait_ns": 74294454 }, "124537": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 399300, "runqueue_wait_ns": 0 }, "124538": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 407330, "runqueue_wait_ns": 0 }, "124539": { "pid": 124435, "comm": "tritonserver", "start": "129973605", "ticks": 0, "runtime_ns": 359593, "runqueue_wait_ns": 0 }, "124540": { "pid": 124435, "comm": "NvmlTaskRunner", "start": "129973607", "ticks": 13, "runtime_ns": 144894922, "runqueue_wait_ns": 707708 }, "124541": { "pid": 124435, "comm": "cache_mgr_event", "start": "129973608", "ticks": 0, "runtime_ns": 6419710, "runqueue_wait_ns": 0 }, "124543": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 15, "runtime_ns": 154216955, "runqueue_wait_ns": 76688064 }, "124544": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 14, "runtime_ns": 150432122, "runqueue_wait_ns": 98273808 }, "124545": { "pid": 124435, "comm": "tritonserver", "start": "129973609", "ticks": 0, "runtime_ns": 628590, "runqueue_wait_ns": 0 }, "124546": { "pid": 124435, "comm": "cache_mgr_main", "start": "129973609", "ticks": 0, "runtime_ns": 10902749, "runqueue_wait_ns": 2415236 }, "124547": { "pid": 124435, "comm": "sysev_thread", "start": "129973609", "ticks": 0, "runtime_ns": 4658752, "runqueue_wait_ns": 2017212 }, "124548": { "pid": 124435, "comm": "tritonserver", "start": "129973611", "ticks": 10, "runtime_ns": 103585990, "runqueue_wait_ns": 3035395 }, "124549": { "pid": 124435, "comm": "default-executo", "start": "129973611", "ticks": 1, "runtime_ns": 24471959, "runqueue_wait_ns": 180819 }, "124550": { "pid": 124435, "comm": "resolver-execut", "start": "129973612", "ticks": 0, "runtime_ns": 111621, "runqueue_wait_ns": 0 }, "124551": { "pid": 124435, "comm": "grpc_global_tim", "start": "129973612", "ticks": 0, "runtime_ns": 3072636, "runqueue_wait_ns": 1011127 }, "124552": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 466966, "runqueue_wait_ns": 0 }, "124553": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 726406, "runqueue_wait_ns": 0 }, "124554": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 567908, "runqueue_wait_ns": 0 }, "124555": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 577302, "runqueue_wait_ns": 0 }, "124556": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 474711, "runqueue_wait_ns": 0 }, "124557": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 319811, "runqueue_wait_ns": 0 }, "124558": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 526051, "runqueue_wait_ns": 0 }, "124559": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 492818, "runqueue_wait_ns": 0 }, "124560": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 554902, "runqueue_wait_ns": 0 }, "124561": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 611356, "runqueue_wait_ns": 0 }, "124562": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 642911, "runqueue_wait_ns": 0 }, "124563": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 626260, "runqueue_wait_ns": 0 }, "124564": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 740360, "runqueue_wait_ns": 0 }, "124565": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 240821, "runqueue_wait_ns": 0 }, "124566": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 285413, "runqueue_wait_ns": 15748 }, "124567": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 374466, "runqueue_wait_ns": 0 }, "124568": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 331324, "runqueue_wait_ns": 0 }, "124569": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 279932, "runqueue_wait_ns": 0 }, "124570": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 590890, "runqueue_wait_ns": 0 }, "124571": { "pid": 124435, "comm": "event_engine", "start": "129973612", "ticks": 0, "runtime_ns": 399871, "runqueue_wait_ns": 0 }, "124572": { "pid": 124435, "comm": "timer_manager", "start": "129973612", "ticks": 3, "runtime_ns": 37725858, "runqueue_wait_ns": 9281216 }, "124573": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 108, "runtime_ns": 1086890037, "runqueue_wait_ns": 30524298 }, "124574": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 157, "runtime_ns": 1579406212, "runqueue_wait_ns": 61473750 }, "124575": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 145, "runtime_ns": 1465877083, "runqueue_wait_ns": 50081823 }, "124576": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 101, "runtime_ns": 1019307794, "runqueue_wait_ns": 26032546 }, "124577": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 0, "runtime_ns": 127521, "runqueue_wait_ns": 0 }, "124578": { "pid": 124435, "comm": "tritonserver", "start": "129973612", "ticks": 0, "runtime_ns": 232513, "runqueue_wait_ns": 0 }, "124579": { "pid": 124435, "comm": "tritonserver", "start": "129973613", "ticks": 0, "runtime_ns": 199433, "runqueue_wait_ns": 0 }, "124580": { "pid": 124435, "comm": "tritonserver", "start": "129973614", "ticks": 0, "runtime_ns": 119291, "runqueue_wait_ns": 0 }, "124581": { "pid": 124435, "comm": "tritonserver", "start": "129973614", "ticks": 0, "runtime_ns": 224481, "runqueue_wait_ns": 0 }, "124582": { "pid": 124435, "comm": "tritonserver", "start": "129973615", "ticks": 0, "runtime_ns": 178378, "runqueue_wait_ns": 0 }, "124583": { "pid": 124435, "comm": "tritonserver", "start": "129973615", "ticks": 0, "runtime_ns": 217274, "runqueue_wait_ns": 0 }, "124584": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 138199, "runqueue_wait_ns": 0 }, "124585": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 142845, "runqueue_wait_ns": 0 }, "124586": { "pid": 124435, "comm": "tritonserver", "start": "129973616", "ticks": 0, "runtime_ns": 134660, "runqueue_wait_ns": 0 }, "124587": { "pid": 124435, "comm": "tritonserver", "start": "129973617", "ticks": 0, "runtime_ns": 66848, "runqueue_wait_ns": 0 }, "124676": { "pid": 124676, "comm": "python3", "start": "129973858", "ticks": 454, "runtime_ns": 4552874397, "runqueue_wait_ns": 52896783 }, "124768": { "pid": 124676, "comm": "grpc_global_tim", "start": "129973985", "ticks": 0, "runtime_ns": 8117512, "runqueue_wait_ns": 1820100 }, "124769": { "pid": 124676, "comm": "default-executo", "start": "129973985", "ticks": 0, "runtime_ns": 156844, "runqueue_wait_ns": 0 }, "124771": { "pid": 124676, "comm": "resolver-execut", "start": "129973985", "ticks": 0, "runtime_ns": 62622, "runqueue_wait_ns": 0 }, "124774": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 11328736, "runqueue_wait_ns": 1654324 }, "124776": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 3111584, "runqueue_wait_ns": 1987622 }, "124778": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2076030, "runqueue_wait_ns": 32688 }, "124780": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1781468, "runqueue_wait_ns": 35289 }, "124782": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2878132, "runqueue_wait_ns": 140177 }, "124785": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2010434, "runqueue_wait_ns": 3404840 }, "124787": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1706621, "runqueue_wait_ns": 215298 }, "124789": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2795407, "runqueue_wait_ns": 92826 }, "124790": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1845695, "runqueue_wait_ns": 180905 }, "124793": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1230934, "runqueue_wait_ns": 183351 }, "124795": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1479903, "runqueue_wait_ns": 41485 }, "124797": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 2519422, "runqueue_wait_ns": 2206084 }, "124799": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1233659, "runqueue_wait_ns": 190514 }, "124801": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1289705, "runqueue_wait_ns": 22557 }, "124803": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1421104, "runqueue_wait_ns": 2030289 }, "124805": { "pid": 124676, "comm": "event_engine", "start": "129973985", "ticks": 0, "runtime_ns": 1378712, "runqueue_wait_ns": 1059370 }, "124807": { "pid": 124676, "comm": "lifeguard", "start": "129973985", "ticks": 0, "runtime_ns": 3028858, "runqueue_wait_ns": 364035 }, "124808": { "pid": 124676, "comm": "python3", "start": "129973987", "ticks": 0, "runtime_ns": 528108, "runqueue_wait_ns": 0 }, "124820": { "pid": 124676, "comm": "cuda0000380000f", "start": "129974012", "ticks": 0, "runtime_ns": 257966, "runqueue_wait_ns": 0 }, "124822": { "pid": 124676, "comm": "python3", "start": "129974033", "ticks": 0, "runtime_ns": 10821654, "runqueue_wait_ns": 0 }, "124841": { "pid": 124676, "comm": "libusb_event", "start": "129974162", "ticks": 0, "runtime_ns": 62687, "runqueue_wait_ns": 0 }, "124842": { "pid": 124676, "comm": "python3", "start": "129974163", "ticks": 1, "runtime_ns": 19493460, "runqueue_wait_ns": 2594539 }, "124843": { "pid": 124676, "comm": "python3", "start": "129974164", "ticks": 1, "runtime_ns": 16929018, "runqueue_wait_ns": 189041 }, "124844": { "pid": 124676, "comm": "python3", "start": "129974209", "ticks": 76, "runtime_ns": 771158823, "runqueue_wait_ns": 47187861 }, "124845": { "pid": 124676, "comm": "python3", "start": "129974213", "ticks": 0, "runtime_ns": 280579, "runqueue_wait_ns": 0 }, "124971": { "pid": 124676, "comm": "grpc_global_tim", "start": "129974448", "ticks": 0, "runtime_ns": 1639190, "runqueue_wait_ns": 2946946 }, "125025": { "pid": 124676, "comm": "python3", "start": "129974537", "ticks": 15, "runtime_ns": 165870700, "runqueue_wait_ns": 5796344 }, "125027": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 1039, "runtime_ns": 10400320101, "runqueue_wait_ns": 307863750 }, "125028": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 1, "runtime_ns": 12712777, "runqueue_wait_ns": 160901 }, "125029": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 0, "runtime_ns": 1784505, "runqueue_wait_ns": 1363523 }, "125030": { "pid": 124676, "comm": "python3", "start": "129974623", "ticks": 22, "runtime_ns": 227645778, "runqueue_wait_ns": 36781085 }, "125031": { "pid": 124676, "comm": "python3", "start": "129974625", "ticks": 38, "runtime_ns": 385508429, "runqueue_wait_ns": 473037 }, "125032": { "pid": 124676, "comm": "python3", "start": "129974625", "ticks": 0, "runtime_ns": 2681487, "runqueue_wait_ns": 569240 }, "125033": { "pid": 124676, "comm": "cuda-EvtHandlr", "start": "129974625", "ticks": 51, "runtime_ns": 520086055, "runqueue_wait_ns": 105561964 }, "125036": { "pid": 124676, "comm": "python3", "start": "129974655", "ticks": 0, "runtime_ns": 16177454, "runqueue_wait_ns": 1094383 }, "125037": { "pid": 124676, "comm": "pool-spawner", "start": "129974655", "ticks": 0, "runtime_ns": 3425156, "runqueue_wait_ns": 0 }, "125038": { "pid": 124676, "comm": "default-executo", "start": "129974655", "ticks": 10, "runtime_ns": 102754812, "runqueue_wait_ns": 2917871 }, "125039": { "pid": 124676, "comm": "resolver-execut", "start": "129974655", "ticks": 0, "runtime_ns": 189672, "runqueue_wait_ns": 0 }, "125040": { "pid": 124676, "comm": "grpc_global_tim", "start": "129974655", "ticks": 0, "runtime_ns": 7887262, "runqueue_wait_ns": 446023 }, "125041": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 516649, "runqueue_wait_ns": 3647 }, "125042": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 471679, "runqueue_wait_ns": 0 }, "125043": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 585919, "runqueue_wait_ns": 83089 }, "125044": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 652674, "runqueue_wait_ns": 0 }, "125045": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 459443, "runqueue_wait_ns": 0 }, "125046": { "pid": 124676, "comm": "event_engine", "start": "129974655", "ticks": 0, "runtime_ns": 636151, "runqueue_wait_ns": 0 }, "125047": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 650950, "runqueue_wait_ns": 0 }, "125048": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 455274, "runqueue_wait_ns": 0 }, "125049": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 358201, "runqueue_wait_ns": 0 }, "125050": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 286467, "runqueue_wait_ns": 0 }, "125051": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 407604, "runqueue_wait_ns": 0 }, "125052": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 463725, "runqueue_wait_ns": 0 }, "125053": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 340805, "runqueue_wait_ns": 0 }, "125054": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 442815, "runqueue_wait_ns": 0 }, "125055": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 494339, "runqueue_wait_ns": 0 }, "125056": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 520576, "runqueue_wait_ns": 0 }, "125057": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 356791, "runqueue_wait_ns": 0 }, "125058": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 216112, "runqueue_wait_ns": 0 }, "125059": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 394253, "runqueue_wait_ns": 0 }, "125060": { "pid": 124676, "comm": "event_engine", "start": "129974656", "ticks": 0, "runtime_ns": 220582, "runqueue_wait_ns": 0 }, "125061": { "pid": 124676, "comm": "timer_manager", "start": "129974656", "ticks": 4, "runtime_ns": 49358822, "runqueue_wait_ns": 10073823 }, "125062": { "pid": 124676, "comm": "python3", "start": "129974658", "ticks": 66, "runtime_ns": 667624007, "runqueue_wait_ns": 13497279 }, "125063": { "pid": 124676, "comm": "PostCuda", "start": "129974680", "ticks": 2, "runtime_ns": 31224158, "runqueue_wait_ns": 4682933 }, "125064": { "pid": 124676, "comm": "PostHost", "start": "129974680", "ticks": 2, "runtime_ns": 27401163, "runqueue_wait_ns": 3159292 }, "125065": { "pid": 124676, "comm": "GstInferServImp", "start": "129974680", "ticks": 828, "runtime_ns": 8284213936, "runqueue_wait_ns": 112116973 }, "125066": { "pid": 124676, "comm": "preprocess-queu", "start": "129974680", "ticks": 407, "runtime_ns": 4081347450, "runqueue_wait_ns": 22174822 }, "125067": { "pid": 124676, "comm": "python3", "start": "129974681", "ticks": 11, "runtime_ns": 115903710, "runqueue_wait_ns": 7287329 }, "125068": { "pid": 124676, "comm": "task0", "start": "129974681", "ticks": 52, "runtime_ns": 530214620, "runqueue_wait_ns": 12364545 }, "125069": { "pid": 124676, "comm": "gmain", "start": "129974683", "ticks": 0, "runtime_ns": 180845, "runqueue_wait_ns": 0 }, "125070": { "pid": 124676, "comm": "dconf worker", "start": "129974683", "ticks": 0, "runtime_ns": 7024262, "runqueue_wait_ns": 0 }, "125071": { "pid": 124676, "comm": "dec_que:src", "start": "129974685", "ticks": 20, "runtime_ns": 207793751, "runqueue_wait_ns": 2450059 }, "125073": { "pid": 124676, "comm": "rtpsession-rtcp", "start": "129974686", "ticks": 0, "runtime_ns": 6218312, "runqueue_wait_ns": 35971 }, "125074": { "pid": 124676, "comm": "timer", "start": "129974688", "ticks": 0, "runtime_ns": 2361052, "runqueue_wait_ns": 0 }, "125075": { "pid": 124676, "comm": "rtpjitterbuffer", "start": "129974688", "ticks": 37, "runtime_ns": 388053286, "runqueue_wait_ns": 26027657 }, "125086": { "pid": 124676, "comm": "queue:src", "start": "129974788", "ticks": 38, "runtime_ns": 385508654, "runqueue_wait_ns": 7376885 }, "125087": { "pid": 124676, "comm": "dec_que:src", "start": "129974793", "ticks": 10, "runtime_ns": 105613703, "runqueue_wait_ns": 3968587 }, "125088": { "pid": 124676, "comm": "dec_que:src", "start": "129974793", "ticks": 15, "runtime_ns": 158145026, "runqueue_wait_ns": 10471239 }, "125089": { "pid": 124676, "comm": "dec_que:src", "start": "129974796", "ticks": 0, "runtime_ns": 7629532, "runqueue_wait_ns": 35939 }, "125090": { "pid": 124676, "comm": "preprocess-queu", "start": "129974799", "ticks": 345, "runtime_ns": 3458054111, "runqueue_wait_ns": 28512271 }, "125091": { "pid": 124676, "comm": "batch_capture-m", "start": "129974799", "ticks": 78, "runtime_ns": 782895459, "runqueue_wait_ns": 19775542 }, "125092": { "pid": 124676, "comm": "nvv4l2decoder0:", "start": "129974799", "ticks": 6, "runtime_ns": 66394948, "runqueue_wait_ns": 3298323 }, "125115": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 967, "runtime_ns": 9685818886, "runqueue_wait_ns": 273258581 }, "125116": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 1, "runtime_ns": 12641913, "runqueue_wait_ns": 0 }, "125117": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 0, "runtime_ns": 3552966, "runqueue_wait_ns": 1971163 }, "125118": { "pid": 124676, "comm": "python3", "start": "129974961", "ticks": 21, "runtime_ns": 221597449, "runqueue_wait_ns": 41820680 }, "125121": { "pid": 124676, "comm": "python3", "start": "129974964", "ticks": 2, "runtime_ns": 29945871, "runqueue_wait_ns": 52346 }, "125125": { "pid": 124676, "comm": "python3", "start": "129974966", "ticks": 58, "runtime_ns": 587454393, "runqueue_wait_ns": 21369513 }, "125132": { "pid": 124676, "comm": "PostCuda", "start": "129974968", "ticks": 1, "runtime_ns": 25904730, "runqueue_wait_ns": 5106793 }, "125133": { "pid": 124676, "comm": "PostHost", "start": "129974968", "ticks": 1, "runtime_ns": 21583412, "runqueue_wait_ns": 1641827 }, "125134": { "pid": 124676, "comm": "GstInferServImp", "start": "129974968", "ticks": 741, "runtime_ns": 7420707659, "runqueue_wait_ns": 77791083 }, "125135": { "pid": 124676, "comm": "python3", "start": "129974968", "ticks": 6, "runtime_ns": 62620528, "runqueue_wait_ns": 9265965 }, "125136": { "pid": 124676, "comm": "task7", "start": "129974968", "ticks": 54, "runtime_ns": 546642927, "runqueue_wait_ns": 7215155 }, "125137": { "pid": 124676, "comm": "rtpjitterbuffer", "start": "129974968", "ticks": 34, "runtime_ns": 351157016, "runqueue_wait_ns": 18533955 }, "125158": { "pid": 124676, "comm": "rtpsession-rtcp", "start": "129975070", "ticks": 0, "runtime_ns": 4294531, "runqueue_wait_ns": 27713 }, "125159": { "pid": 124676, "comm": "timer", "start": "129975076", "ticks": 0, "runtime_ns": 250115, "runqueue_wait_ns": 0 }, "125160": { "pid": 124676, "comm": "dec_que:src", "start": "129975076", "ticks": 14, "runtime_ns": 148434993, "runqueue_wait_ns": 3638073 }, "125161": { "pid": 124676, "comm": "queue:src", "start": "129975076", "ticks": 12, "runtime_ns": 127325618, "runqueue_wait_ns": 5462130 }, "125162": { "pid": 124676, "comm": "dec_que:src", "start": "129975082", "ticks": 8, "runtime_ns": 91895242, "runqueue_wait_ns": 8097392 }, "125163": { "pid": 124676, "comm": "dec_que:src", "start": "129975082", "ticks": 13, "runtime_ns": 137637224, "runqueue_wait_ns": 12686239 }, "125165": { "pid": 124676, "comm": "batch_capture-m", "start": "129975087", "ticks": 66, "runtime_ns": 675180182, "runqueue_wait_ns": 15752090 }, "125166": { "pid": 124676, "comm": "nvv4l2decoder1:", "start": "129975087", "ticks": 5, "runtime_ns": 57807482, "runqueue_wait_ns": 4046447 }, "125167": { "pid": 124676, "comm": "grpc_global_tim", "start": "129975155", "ticks": 0, "runtime_ns": 1698088, "runqueue_wait_ns": 3480342 }, "125770": { "pid": 125770, "comm": "sleep", "start": "129977860", "ticks": 0, "runtime_ns": 2322084, "runqueue_wait_ns": 0 } }, "mem_available": 21094522880, "gpu": [ [ 4936, 49140, 25 ] ], "ticks_per_second": 100 } ] }