{ "date": "2026-10-12", "duration_seconds": 45.0, "samples": 45, "cpu": "Intel Core i9-11900KF (8 cores / 16 threads)", "gpu": "NVIDIA GeForce RTX 3080 Ti (12 GiB)", "configuration": { "capture": "1280x720 at 30 fps", "inference_image": "576x324", "inference_target_fps": 15, "backend": "TensorRT YOLOE-26 + PyTorch SigLIP 2", "audio": "YAMNet via LiteRT", "automatic_actions": "animal visuals only" }, "method": "One-second samples during ordinary TV playback. CPU includes the service process group and capture readers, normalized to one logical CPU. GPU utilization is whole-card activity, not isolated app activity. VRAM is summed only for the service compute processes. Polling and nvidia-smi contribute minor measurement overhead. Sampled inference latency is not every-frame latency or end-to-end reaction time.", "summary": { "cpu_one_core_percent": { "median": 49.14, "p95": 56.93, "min": 44.22, "max": 60.37 }, "host_memory_mib": { "median": 2018.2, "p95": 2018.9, "min": 2014.9, "max": 2019.2 }, "gpu_whole_card_percent": { "median": 8, "p95": 16, "min": 6, "max": 17 }, "guardian_gpu_memory_mib": { "median": 974, "p95": 974, "min": 974, "max": 974 }, "visual_ms": { "median": 10.6, "p95": 14.6, "min": 9.5, "max": 20.7 }, "audio_ms": { "median": 1.6, "p95": 2.2, "min": 1.5, "max": 2.6 }, "input_fps": { "median": 30.0, "p95": 30.0, "min": 30.0, "max": 30.0 }, "video_age_seconds": { "median": 0.05, "p95": 0.09, "min": 0.0, "max": 0.1 } }, "samples_detail": [ { "seconds": 1.0, "cpu_one_core_percent": 60.37, "host_memory_mib": 2015.7, "gpu_whole_card_percent": 11, "gpu_whole_card_memory_mib": 1595, "guardian_gpu_memory_mib": 974, "visual_ms": 13.5, "audio_ms": 2.5, "input_fps": 30.0, "video_age_seconds": 0.07, 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9.5, "audio_ms": 1.7, "input_fps": 30.0, "video_age_seconds": 0.08, "video_connected": true, "animal_visible": false }, { "seconds": 41.0, "cpu_one_core_percent": 44.45, "host_memory_mib": 2018.7, "gpu_whole_card_percent": 6, "gpu_whole_card_memory_mib": 1414, "guardian_gpu_memory_mib": 974, "visual_ms": 10.1, "audio_ms": 1.6, "input_fps": 30.0, "video_age_seconds": 0.06, "video_connected": true, "animal_visible": false }, { "seconds": 42.0, "cpu_one_core_percent": 46.59, "host_memory_mib": 2018.9, "gpu_whole_card_percent": 6, "gpu_whole_card_memory_mib": 1414, "guardian_gpu_memory_mib": 974, "visual_ms": 9.8, "audio_ms": 1.6, "input_fps": 30.0, "video_age_seconds": 0.03, "video_connected": true, "animal_visible": false }, { "seconds": 43.0, "cpu_one_core_percent": 47.42, "host_memory_mib": 2018.6, "gpu_whole_card_percent": 6, "gpu_whole_card_memory_mib": 1414, "guardian_gpu_memory_mib": 974, "visual_ms": 10.3, "audio_ms": 1.6, "input_fps": 30.0, "video_age_seconds": 0.03, "video_connected": true, "animal_visible": false }, { "seconds": 44.0, "cpu_one_core_percent": 44.22, "host_memory_mib": 2019.2, "gpu_whole_card_percent": 6, "gpu_whole_card_memory_mib": 1414, "guardian_gpu_memory_mib": 974, "visual_ms": 9.5, "audio_ms": 1.6, "input_fps": 30.0, "video_age_seconds": 0.07, "video_connected": true, "animal_visible": false }, { "seconds": 45.0, "cpu_one_core_percent": 47.22, "host_memory_mib": 2018.7, "gpu_whole_card_percent": 6, "gpu_whole_card_memory_mib": 1414, "guardian_gpu_memory_mib": 974, "visual_ms": 10.4, "audio_ms": 1.6, "input_fps": 30.0, "video_age_seconds": 0.08, "video_connected": true, "animal_visible": false } ], "command_channel_check": { "date": "2026-10-12", "kind": "manual command-channel check, not a visual-to-panel benchmark", "screen_off_request": { "ok": true, "ms": 165.3, "screen_requested": "off", "picture_state": "unknown", "picture_confirmed": false }, "capture_frames_before": 11949, "capture_frames_after": 11972, "new_frames": 23, "input_fps": 30.0, "video_age_seconds": 0.04, "video_connected": true, "screen_on_request": { "ok": true, "ms": 7.8, "screen_requested": "on", "picture_state": "unknown", "picture_confirmed": false } }, "earlier_development_checks": { "commercial_frames": { "threshold": 0.5, "true_positive": 73, "false_negative": 9, "false_positive": 0, "true_negative": 75, "recall": 0.8902, "precision": 1.0, "specificity": 1.0, "median_visual_ms": 15.4, "p95_visual_ms": 23.9 }, "audio": { "summary": { "categories": { "dog": { "recordings": 40, "bark_triggers": 39 }, "laughing": { "recordings": 6, "bark_triggers": 0 }, "clapping": { "recordings": 6, "bark_triggers": 0 }, "door_wood_knock": { "recordings": 6, "bark_triggers": 0 }, "door_wood_creaks": { "recordings": 6, "bark_triggers": 0 }, "footsteps": { "recordings": 6, "bark_triggers": 0 }, "coughing": { "recordings": 6, "bark_triggers": 0 }, "sneezing": { "recordings": 6, "bark_triggers": 0 }, "crying_baby": { "recordings": 6, "bark_triggers": 0 }, "clock_alarm": { "recordings": 6, "bark_triggers": 0 }, "crackling_fire": { "recordings": 6, "bark_triggers": 0 }, "rain": { "recordings": 6, "bark_triggers": 0 }, "crow": { "recordings": 6, "bark_triggers": 0 }, "rooster": { "recordings": 6, "bark_triggers": 0 }, "cat": { "recordings": 6, "bark_triggers": 0 }, "frog": { "recordings": 6, "bark_triggers": 0 }, "pig": { "recordings": 6, "bark_triggers": 0 }, "cow": { "recordings": 6, "bark_triggers": 0 }, "brushing_teeth": { "recordings": 6, "bark_triggers": 0 }, "vacuum_cleaner": { "recordings": 6, "bark_triggers": 0 }, "car_horn": { "recordings": 6, "bark_triggers": 0 }, "siren": { "recordings": 6, "bark_triggers": 0 }, "thunderstorm": { "recordings": 6, "bark_triggers": 0 }, "keyboard_typing": { "recordings": 6, "bark_triggers": 0 } }, "strong_bark_confidence": 0.9, "dog_recordings_triggered": 39, "other_recordings_triggered": 0, "dog_recordings": 40, "other_recordings": 138, "remote_actions": 0, "note": "These recordings were used for tuning, not independent validation. 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These are not independent validation of the latest all-animal runtime." } }