| { |
| "caption": { |
| "engine": "transformers", |
| "precision": "fp16", |
| "layout": "shard", |
| "replicas": 1, |
| "mock": false, |
| "attn": "sdpa", |
| "model": "Qwen/Qwen3-VL-8B-Instruct", |
| "runs": [ |
| { |
| "batch": 1, |
| "seconds": 25.622939433000056, |
| "img_per_s": 0.07805505707999211, |
| "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 |
| }, |
| "qc_calibration": { |
| "lap_floor": 2.0, |
| "ten_floor": 20.0, |
| "n": 240, |
| "source": "benchmark" |
| }, |
| "videos": { |
| "items": [ |
| { |
| "video_id": "ia_AboutBan1935", |
| "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 |
| } |
