{
  "rows": [
    {
      "trial": "baseline",
      "stage": 0,
      "channels": 6,
      "seconds": 60.000035671982914,
      "complete_fps_per_channel": 9.994438502420453,
      "redis_fps_per_channel": 6.083329716592772,
      "redis_min_fps": 4.5499972948762375,
      "redis_std_fps": 0.8209632635347737,
      "completed_queue_expired": 1408,
      "expired_per_second": 23.466652714966088,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 88.7335143686183,
      "gpu_util_pct": 45.15384615384615,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 248.4211402508552,
      "source_encoded_queue_ms": null,
      "decode_between_queues_ms": null,
      "source_raw_queue_ms": null,
      "source_exit_to_ingress_ms": 53.49267785490308,
      "preprocess_start_to_preprocess_output_ms": 19.787703950028718,
      "preprocess_output_to_infer_entry_ms": 17.962589770204197,
      "preprocess_to_infer_output_ms": 192.23319092452286,
      "copy_wall_ms": 52.09798956126702,
      "copy_thread_cpu_ms": 25.468227405390387,
      "result_total_wall_ms": 157.08747245002283,
      "result_total_cpu_ms": 44.372389626198085,
      "triton_queue_ms": 27.220755202347682,
      "triton_compute_ms": 37.38968361151481
    },
    {
      "trial": "baseline",
      "stage": 1,
      "channels": 8,
      "seconds": 180.00006660399958,
      "complete_fps_per_channel": 9.079163307174504,
      "redis_fps_per_channel": 4.776387121519523,
      "redis_min_fps": 3.666665309919029,
      "redis_std_fps": 0.5481641722397047,
      "completed_queue_expired": 6185,
      "expired_per_second": 34.361098396741205,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 93.30541125420089,
      "gpu_util_pct": 42.45945945945946,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 1401.0375956658786,
      "source_encoded_queue_ms": null,
      "decode_between_queues_ms": null,
      "source_raw_queue_ms": null,
      "source_exit_to_ingress_ms": 78.93578474144996,
      "preprocess_start_to_preprocess_output_ms": 24.78582283824347,
      "preprocess_output_to_infer_entry_ms": 22.75261907096157,
      "preprocess_to_infer_output_ms": 295.93312367135434,
      "copy_wall_ms": 65.32875012040083,
      "copy_thread_cpu_ms": 28.054636312858563,
      "result_total_wall_ms": 200.03818297804276,
      "result_total_cpu_ms": 42.81590949687364,
      "triton_queue_ms": 49.31426461991435,
      "triton_compute_ms": 55.51982616602936
    },
    {
      "trial": "baseline",
      "stage": 2,
      "channels": 6,
      "seconds": 59.999901498202235,
      "complete_fps_per_channel": 9.963905246598548,
      "redis_fps_per_channel": 7.027789315275809,
      "redis_min_fps": 5.733342745742794,
      "redis_std_fps": 0.6862190669646785,
      "completed_queue_expired": 1030,
      "expired_per_second": 17.16669484917174,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 86.63609619583085,
      "gpu_util_pct": 38.38461538461539,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 239.85807264957265,
      "source_encoded_queue_ms": null,
      "decode_between_queues_ms": null,
      "source_raw_queue_ms": null,
      "source_exit_to_ingress_ms": 49.469100035327635,
      "preprocess_start_to_preprocess_output_ms": 16.866287925766695,
      "preprocess_output_to_infer_entry_ms": 15.783014943358252,
      "preprocess_to_infer_output_ms": 163.73050966309077,
      "copy_wall_ms": 47.59060915193755,
      "copy_thread_cpu_ms": 25.28944948090326,
      "result_total_wall_ms": 130.70720929581358,
      "result_total_cpu_ms": 42.46069356951027,
      "triton_queue_ms": 22.82209063090606,
      "triton_compute_ms": 33.43546992551417
    },
    {
      "trial": "source-baseline-r2",
      "stage": 0,
      "channels": 8,
      "seconds": 45.00004737311974,
      "complete_fps_per_channel": 8.72499081488812,
      "redis_fps_per_channel": 4.647217329929266,
      "redis_min_fps": 3.3333298242170466,
      "redis_std_fps": 0.6886585109385591,
      "completed_queue_expired": 1478,
      "expired_per_second": 32.84440986795197,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 93.85209452081011,
      "gpu_util_pct": 46.2,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 1533.2668014440435,
      "source_encoded_queue_ms": 1044.49762520512,
      "decode_between_queues_ms": 310.293720708894,
      "source_raw_queue_ms": 176.98890383984246,
      "source_exit_to_ingress_ms": 84.34002480472596,
      "preprocess_start_to_preprocess_output_ms": 24.930959330354188,
      "preprocess_output_to_infer_entry_ms": 21.5573779189638,
      "preprocess_to_infer_output_ms": 312.14020479174985,
      "copy_wall_ms": 68.85700517791216,
      "copy_thread_cpu_ms": 29.699617409929978,
      "result_total_wall_ms": 205.16243051909308,
      "result_total_cpu_ms": 43.74997378818615,
      "triton_queue_ms": 54.8944086547504,
      "triton_compute_ms": 59.9266511710145
    },
    {
      "trial": "candidate",
      "stage": 0,
      "channels": 8,
      "seconds": 119.99999383790419,
      "complete_fps_per_channel": 7.673958727397241,
      "redis_fps_per_channel": 4.876041917055312,
      "redis_min_fps": 3.6000001848628838,
      "redis_std_fps": 0.5907040226992002,
      "completed_queue_expired": 2696,
      "expired_per_second": 22.466667820347997,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 92.08846079233474,
      "gpu_util_pct": 44.96,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 79.12140302861907,
      "source_encoded_queue_ms": 1.315145179216449,
      "decode_between_queues_ms": 60.989642122811894,
      "source_raw_queue_ms": 14.038800083356488,
      "source_exit_to_ingress_ms": 89.92838437079745,
      "preprocess_start_to_preprocess_output_ms": 27.570552417052305,
      "preprocess_output_to_infer_entry_ms": 24.076516231473654,
      "preprocess_to_infer_output_ms": 341.4848771730715,
      "copy_wall_ms": 73.55237399986429,
      "copy_thread_cpu_ms": 29.56662690621607,
      "result_total_wall_ms": 195.3065406496693,
      "result_total_cpu_ms": 44.236742304672504,
      "triton_queue_ms": 68.50319852717612,
      "triton_compute_ms": 65.11903343372838
    },
    {
      "trial": "candidate",
      "stage": 1,
      "channels": 6,
      "seconds": 30.00001236004755,
      "complete_fps_per_channel": 9.049996271387192,
      "redis_fps_per_channel": 7.183330373789834,
      "redis_min_fps": 6.099997486791367,
      "redis_std_fps": 0.6172667207603576,
      "completed_queue_expired": 392,
      "expired_per_second": 13.066661283181508,
      "completed_capacity_drop": 0,
      "cpu_busy_pct": 86.36386643945401,
      "gpu_util_pct": 49.42857142857143,
      "throttled_us": 0,
      "depay_to_source_exit_ms": 75.56142410714286,
      "source_encoded_queue_ms": 0.6509713010204081,
      "decode_between_queues_ms": 69.65240369897958,
      "source_raw_queue_ms": 3.173529336734694,
      "source_exit_to_ingress_ms": 39.04630140880102,
      "preprocess_start_to_preprocess_output_ms": 18.944950401935483,
      "preprocess_output_to_infer_entry_ms": 15.237236158678757,
      "preprocess_to_infer_output_ms": 141.44927483094926,
      "copy_wall_ms": 51.43116847116564,
      "copy_thread_cpu_ms": 29.614400248466257,
      "result_total_wall_ms": 131.21144916498838,
      "result_total_cpu_ms": 45.673095415956624,
      "triton_queue_ms": 22.57272235355392,
      "triton_compute_ms": 32.944624237745096
    }
  ],
  "inputs": {
    "baseline": {
      "points": 26787,
      "redis_joined": 16752,
      "redis_unmatched": 1048,
      "resets": []
    },
    "source-baseline-r2": {
      "points": 4831,
      "redis_joined": 3358,
      "redis_unmatched": 2907,
      "resets": []
    },
    "candidate": {
      "points": 6081,
      "redis_joined": 4704,
      "redis_unmatched": 6765,
      "resets": []
    }
  },
  "definitions": {
    "complete": "provider responses delta / monotonic stable seconds / channels",
    "redis": "successful child delivery count delta / stable seconds / channels",
    "duration": "duration sum delta / duration count delta; ms",
    "expired": "completed queue >1s; count not a frame-cohort percentage",
    "source_probe": "depay sink after jitterbuffer to decoded source bin ghost output before mux",
    "native_end": "software output probe, not GPU completion timestamp",
    "drift": "fixed first valid observed sample per run/SSRC/rate, monotonic delta minus unwrapped RTP delta",
    "sample_scope": "baseline64; source-baseline-r2/candidate8 frames or8KiB status samples; no all-frame percentile"
  },
  "conditions": {
    "pose_scenarios": [
      "intrusion",
      "loitering",
      "fall",
      "fight"
    ],
    "artifact": true,
    "training": true,
    "queue_age_seconds": 1,
    "queue_capacity": 32,
    "model_batch": 8,
    "instances": 8,
    "target_fps": 10,
    "freshness": false,
    "linear": true,
    "no_capture": false,
    "latest_test_persistent_default": true,
    "historical_images": [
      "input-lag-f33f635e1e"
    ],
    "same_image_comparison": [
      "source-baseline-r2",
      "candidate"
    ],
    "current_image": "input-lag-f12524504a",
    "identical_video_frames": false
  }
}