{
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    "replicas": 1,
    "mock": false,
    "attn": "sdpa",
    "model": "Qwen/Qwen3-VL-8B-Instruct",
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        "tokens": 298,
        "tokens_per_s": 11.630203504918825,
        "peak_gb": 9.393143808,
        "vram_frac": 0.600736838134517,
        "oom": false
      },
      {
        "batch": 2,
        "seconds": 42.26332554099997,
        "img_per_s": 0.09464470551706987,
        "tokens": 724,
        "tokens_per_s": 17.130691698589647,
        "peak_gb": 9.714008064,
        "vram_frac": 0.6212576544405185,
        "oom": false
      },
      {
        "batch": 4,
        "seconds": 64.22577101600007,
        "img_per_s": 0.1245605910749911,
        "tokens": 1498,
        "tokens_per_s": 23.323970678792083,
        "peak_gb": 10.494148608,
        "vram_frac": 0.6711514038904047,
        "oom": false
      },
      {
        "batch": 6,
        "seconds": 81.348354492,
        "img_per_s": 0.1475137398283835,
        "tokens": 2262,
        "tokens_per_s": 27.80633995765029,
        "peak_gb": 11.34559232,
        "vram_frac": 0.7256053347416247,
        "oom": false
      },
      {
        "batch": 8,
        "seconds": 98.55856741599996,
        "img_per_s": 0.1623400219736003,
        "tokens": 2998,
        "tokens_per_s": 30.418461617303358,
        "peak_gb": 12.4780544,
        "vram_frac": 0.7980317452333949,
        "oom": false
      },
      {
        "batch": 12,
        "seconds": 133.739474847,
        "img_per_s": 0.17945337401284375,
        "tokens": 4500,
        "tokens_per_s": 33.6475076274082,
        "peak_gb": 14.17674752,
        "vram_frac": 0.9066713609710504,
        "oom": false
      }
    ],
    "n_images": 32,
    "avg_item_tokens": 1084.0,
    "ok": true,
    "best_batch": 8,
    "best_img_per_s": 0.1623400219736003,
    "knee_batch": 8,
    "stable_batch": 6,
    "max_tested_batch": 8,
    "token_budget": 8672,
    "peak_vram_gb": 12.4780544,
    "tokens_per_s": 30.418461617303358,
    "vram_cap": 0.85,
    "pipeline_img_per_s": 0.15024092364010844,
    "caption_ok_rate": 1.0,
    "errors": 0,
    "mean_words": 75.28125,
    "flags": {
      "no_lighting": 26,
      "no_style": 3,
      "generic_opening": 1
    },
    "oom_events": 0,
    "retries": 0,
    "flash_attn": {
      "tested": false,
      "reason": "غير قابل: flash-attn غير مثبّت أو GPU < Ampere أو دقة مكمّمة أو المحرك ليس Transformers"
    },
    "vllm": {
      "tested": false,
      "reason": "vllm غير مثبّت أو لا GPU"
    },
    "engine_final": "transformers",
    "attn_final": "sdpa",
    "img_per_s_total": 0.1623400219736003,
    "seconds": 810.31
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  "qc_calibration": {
    "lap_floor": 2.0,
    "ten_floor": 20.0,
    "n": 240,
    "source": "benchmark"
  },
  "videos": {
    "items": [
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        "duration": 664.030033,
        "width": 640,
        "height": 480,
        "codec": "h264",
        "avg_fps": 29.97002997002997,
        "vfr": false,
        "n_frames": 19901,
        "n_candidates": 19901,
        "n_selected": 7029,
        "ratio_actual": 0.3531983317421235,
        "size_mb": 68.512128,
        "analysis_s": 0.4862076940000293,
        "plan_s": 0.031052323000039905,
        "hashes_per_s": 640886.0296852646,
        "local": false,
        "download_MBps": 11.567034875264293
      },
      {
        "video_id": "ia_vietnam-travel-guide-hanoi-ha-long-bay-ho-chi-minh_202012",
        "duration": 708.440998,
        "width": 640,
        "height": 480,
        "codec": "h264",
        "avg_fps": 30.0,
        "vfr": false,
        "n_frames": 21253,
        "n_candidates": 21253,
        "n_selected": 7379,
        "ratio_actual": 0.3471980426292759,
        "size_mb": 65.458128,
        "analysis_s": 0.49404504699998597,
        "plan_s": 0.029231041000002733,
        "hashes_per_s": 727069.5559558762,
        "local": false,
        "download_MBps": 13.501321190633963
      }
    ],
    "notes": [],
    "ok": true,
    "seconds": 11.81
  },
  "decode": {
    "agg": {
      "ffmpeg_cpu": {
        "videos": 2,
        "videos_ok": 2,
        "selected_fps": 34.90131106086326,
        "source_fps": 93.32350505448144,
        "startup_s": 0.1739195855000446,
        "color_mad": 0.0,
        "errors": [],
        "valid": true
      },
      "pynvvideocodec": {
        "videos": 2,
        "videos_ok": 2,
        "selected_fps": 654.3346911264864,
        "source_fps": 1742.9682170655522,
        "startup_s": 0.06082116700002871,
        "color_mad": 0.6002027271412037,
        "errors": [],
        "valid": true
      },
      "ffmpeg_nvdec": {
        "videos": 2,
        "videos_ok": 2,
        "selected_fps": 46.36280112694075,
        "source_fps": 123.651117364138,
        "startup_s": 0.37440584999995963,
        "color_mad": 0.0,
        "errors": [],
        "valid": true
      }
    },
    "per_video": {
      "ffmpeg_cpu": {
        "ia_AboutBan1935": {
          "ok": true,
          "frames": 480,
          "seconds": 12.145097802000066,
          "startup_s": 0.16673362800003133,
          "selected_fps": 39.988765831623866,
          "source_fps": 109.28036424550237,
          "color_mad": 0.0,
          "reference": true
        },
        "ia_vietnam-travel-guide-hanoi-ha-long-bay-ho-chi-minh_202012": {
          "ok": true,
          "frames": 480,
          "seconds": 16.247460574,
          "startup_s": 0.18110554300005788,
          "selected_fps": 29.81385629010265,
          "source_fps": 77.36664586346052,
          "color_mad": 0.0,
          "reference": true
        }
      },
      "pynvvideocodec": {
        "ia_AboutBan1935": {
          "ok": true,
          "frames": 480,
          "seconds": 0.7928080050000972,
          "startup_s": 0.05909189700003026,
          "selected_fps": 652.8410577023291,
          "source_fps": 1784.0687777293294,
          "color_mad": 0.44479365596064807
        },
        "ia_vietnam-travel-guide-hanoi-ha-long-bay-ho-chi-minh_202012": {
          "ok": true,
          "frames": 480,
          "seconds": 0.7929245029999947,
          "startup_s": 0.06255043700002716,
          "selected_fps": 655.8283245506437,
          "source_fps": 1701.8676564017749,
          "color_mad": 0.6002027271412037
        }
      },
      "ffmpeg_nvdec": {
        "ia_AboutBan1935": {
          "ok": true,
          "frames": 480,
          "seconds": 10.254082523999955,
          "startup_s": 0.3742346289999432,
          "selected_fps": 48.482527776810414,
          "source_fps": 132.4919182877763,
          "color_mad": 0.0
        },
        "ia_vietnam-travel-guide-hanoi-ha-long-bay-ho-chi-minh_202012": {
          "ok": true,
          "frames": 480,
          "seconds": 11.201130280999905,
          "startup_s": 0.37457707099997606,
          "selected_fps": 44.2430744770711,
          "source_fps": 114.81031644049973,
          "color_mad": 0.0
        }
      }
    },
    "choice": {
      "best": "pynvvideocodec",
      "preference": null,
      "disable": [],
      "failing": [],
      "gain_vs_default": 1.0,
      "note": "الافتراضي (pynvvideocodec) هو الأسرع الصالح"
    },
    "frames_per_video": 480,
    "ok": true,
    "seconds": 51.48
  },
  "qc": {
    "n_frames": 240,
    "threads": 3,
    "analyze_fps": 159.73580283907128,
    "single_thread_ms": 11.944749499993653,
    "parallel_speedup": 1.9080041510930814,
    "decide_ms": 2.0870205791666763,
    "accept_fraction": 0.7333333333333333,
    "reasons": {
      "near_duplicate": 53,
      "blur": 11
    },
    "calibration": {
      "lap_floor": 2.0,
      "ten_floor": 20.0,
      "n": 240,
      "lap_p1": 7.2606225585937505,
      "lap_p50": 2591.5782470703125,
      "lap_p99": 7881.006249999999
    },
    "ok": true,
    "seconds": 2.15,
    "calibration_applied": true
  },
  "encode": {
    "encoders": {
      "pillow": {
        "ms_per_image": 1.5003623749976214,
        "psnr_vs_pillow": 99.0,
        "avg_bytes": 23209.333333333332
      },
      "cv2": {
        "ms_per_image": 2.4640366249997214,
        "psnr_vs_pillow": 99.0,
        "avg_bytes": 23209.333333333332
      },
      "chosen": "pillow"
    },
    "chosen": "pillow",
    "enc_ms_single": 1.48817116666559,
    "enc_fps_parallel": 696.6383816484913,
    "enc_threads": 2,
    "model_input_ms": 0.00231383333471058,
    "avg_jpeg_bytes": 33661.125,
    "n": 24,
    "format": "jpg",
    "quality": 95,
    "ok": true,
    "seconds": 0.26
  },
  "shard": {
    "samples": 600,
    "bytes": 21411840,
    "write_MBps": 57.580763264551656,
    "validate_MBps": 24.645039716147394,
    "index_ms": 109.32031100003314,
    "avg_json_bytes": 1469.555,
    "ok": true,
    "seconds": 1.37
  },
  "upload": {
    "store": "huggingface",
    "measured": true,
    "MBps": 20.251722777854752,
    "commit_latency_s": 0.5775477110000793,
    "payload_MB": 20,
    "verified": true,
    "note": "الشظايا الأكبر عادةً أسرع من حمولة 20MB (تكلفة commit ثابتة)",
    "ok": true,
    "seconds": 2.0
  },
  "version": 1,
  "created_at": 1794568105.3284638,
  "duration_s": 879.6164739131927,
  "env_fp": "d7c97efb10aa",
  "bench_fp": "6a95155adc53",
  "env": {
    "gpus": [
      "Tesla T4 15GB cc7.5",
      "Tesla T4 15GB cc7.5"
    ],
    "cpu_cores": 4,
    "ram_total_gb": 32.21225472,
    "python": "3.13.16",
    "torch": "2.11.0+cu130"
  },
  "params": {
    "n_videos": 2,
    "decode_frames": 480,
    "qc_frames": 240,
    "caption_images": 32,
    "max_batch": 32,
    "apply": true
  },
  "ok_core": true,
  "applied": {
    "disabled_decoders": [],
    "decoder_health": {},
    "decoder_preference": null,
    "encoder_choice": "pillow",
    "caption_batch": {
      "stable": 6,
      "max": 8,
      "token_budget": 8672
    }
  },
  "estimate": {
    "assumptions": [
      "معدل الإطارات المرشّحة (30.0/ث) من 2 فيديو قياس فقط؛ إن اختلفت FPS فيديوهاتك الأخرى (24/30/60) تتغير الأرقام",
      "نسبة القبول 73% مقيسة على أول ~240 إطارًا من فيديوهات القياس فقط (تختلف مع المحتوى: مقدّمات سوداء/لقطات ثابتة)",
      "سرعة الوصف مقسومة على 1.10 (هامش للتقلّب: أوصاف أطول، إعادة محاولات، حشو الدفعات)"
    ],
    "warnings": [
      "الزمن المقدّر 62 ساعة ≈ 6 جلسة بطول 11.6h فعّالة ≈ 2.1 أسبوعًا من حصة 30h/أسبوع (افتراض). العنق: caption. لخفض الحجم: MAX_IMAGES_PER_VIDEO أو SAMPLING_RATIO (انظر الجدول)."
    ],
    "stages": {
      "decode": {
        "units": 128510.28112412317,
        "rate": 1742.9682170655522,
        "unit": "source-frames",
        "hours": 0.021245957208469352,
        "per_video_overhead_s": 0.5509475375000363
      },
      "qc": {
        "units": 44978.5983934431,
        "rate": 159.73580283907128,
        "unit": "selected-frames",
        "hours": 0.07821699886453828
      },
      "dedup/decide": {
        "units": 44978.5983934431,
        "rate": 479.15195948824265,
        "unit": "selected-frames",
        "hours": 0.026075350130330265
      },
      "encode": {
        "units": 32984.30548852494,
        "rate": 696.6383816484913,
        "unit": "accepted-images",
        "hours": 0.013152170941923377
      },
      "caption": {
        "units": 32984.30548852494,
        "rate": 0.14758183815781845,
        "unit": "accepted-images",
        "hours": 62.08289037806936
      },
      "validate": {
        "units": 1158.7610811396132,
        "rate": 24.645039716147394,
        "unit": "MB",
        "hours": 0.013060562360686437
      },
      "upload": {
        "units": 1158.7610811396132,
        "rate": 20.251722777854752,
        "unit": "MB",
        "hours": 0.016141728151934993
      },
      "download": {
        "units": 334.92564000000004,
        "rate": 12.534178032949129,
        "unit": "MB",
        "hours": 0.007422497091986024
      }
    },
    "videos": 5,
    "candidate_frames": 128510.28112412317,
    "selected_frames": 44978.5983934431,
    "accept_fraction": 0.7333333333333333,
    "accepted_images": 32984.30548852494,
    "dataset_gb": 1.1587610811396132,
    "bottleneck": "caption",
    "total_hours": 62.08289037806936,
    "session_hours_usable": 11.55,
    "sessions_needed": 6,
    "weekly_gpu_hours_assumed": 30.0,
    "weeks_of_gpu_quota": 2.069429679268979,
    "effective_images_per_s": 0.14758183815781845,
    "shard_count": 2,
    "budgets": [
      {
        "gpu_hours": 10.0,
        "images": 5312.946173681465,
        "images_per_video": 1062.5892347362928,
        "max_images_per_video": 1062,
        "equivalent_sampling_ratio": 0.056376241162192524,
        "dataset_gb": 0.18664741188482797
      },
      {
        "gpu_hours": 30.0,
        "images": 15938.838521044392,
        "images_per_video": 3187.7677042088785,
        "max_images_per_video": 3187,
        "equivalent_sampling_ratio": 0.16912872348657754,
        "dataset_gb": 0.5599422356544838
      },
      {
        "gpu_hours": 100.0,
        "images": 32984.30548852494,
        "images_per_video": 6596.8610977049875,
        "max_images_per_video": 6596,
        "equivalent_sampling_ratio": 0.3499999999999999,
        "dataset_gb": 1.1587610811396132
      }
    ],
    "summary": "5 فيديو → ≈32,984 صورة مقبولة (~1.2 GB) | زمن مقدّر ≈ 62.1h (عنق الزجاجة: caption) ≈ 6 جلسة | 0.15 صورة/ث"
  },
  "updated_at": 1794568105.5999904
}