Datasets:

arttry
/

foxingdatasit

+{
+  "caption": {
+    "engine": "transformers",
+    "precision": "fp16",
+    "layout": "shard",
+    "replicas": 1,
+    "mock": false,
+    "attn": "sdpa",
+    "model": "Qwen/Qwen3-VL-8B-Instruct",
+    "runs": [
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+        "seconds": 25.622939433000056,
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+        "tokens": 724,
+        "tokens_per_s": 17.130691698589647,
+        "peak_gb": 9.714008064,
+        "vram_frac": 0.6212576544405185,
+        "oom": false
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+      {
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+        "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
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+      {
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+        "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
+      },
+      {
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+        "img_per_s": 0.1623400219736003,
+        "tokens": 2998,
+        "tokens_per_s": 30.418461617303358,
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+        "oom": false
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+      {
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+        "seconds": 133.739474847,
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+        "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
+}

control/completed_shards.json ADDED Viewed

	@@ -0,0 +1 @@


1	+ []

control/failed_videos.jsonl ADDED Viewed

File without changes

control/pipeline_config.json ADDED Viewed

	@@ -0,0 +1,116 @@

+{
+  "config": {
+    "VIDEO_MANIFEST": "/kaggle/working/auto_videos.jsonl",
+    "AUTO_FIND_VIDEOS": true,
+    "AUTO_FIND_QUERY": "",
+    "AUTO_FIND_LICENSES": "any",
+    "AUTO_PREFLIGHT": true,
+    "TOTAL_VIDEOS": 5,
+    "MODEL_ID": "Qwen/Qwen3-VL-8B-Instruct",
+    "TARGET_FPS": 30.0,
+    "SAMPLING_RATIO": 0.35,
+    "SAMPLING_SEED": 20261105,
+    "SAMPLING_METHOD": "deterministic_hash",
+    "EXACT_PER_VIDEO_SAMPLING": false,
+    "MIN_VIDEO_DURATION": 600.0,
+    "MAX_VIDEO_DURATION": 3600.0,
+    "ENFORCE_DURATION_LIMITS": true,
+    "MIN_IMAGE_WIDTH": 256,
+    "MIN_IMAGE_HEIGHT": 256,
+    "IMAGE_FORMAT": "jpg",
+    "IMAGE_QUALITY": 95,
+    "MAX_STORED_IMAGE_DIMENSION": 4096,
+    "CAPTION_LANGUAGE": "English",
+    "CAPTION_MAX_NEW_TOKENS": 384,
+    "CAPTION_BATCH_SIZE": "auto",
+    "CAPTION_PRECISION": "auto",
+    "ATTN_IMPLEMENTATION": "auto",
+    "CAPTION_ENGINE": "auto",
+    "MODEL_MIN_PIXELS": 65536,
+    "MODEL_MAX_PIXELS": 1048576,
+    "CAPTION_REPETITION_PENALTY": 1.05,
+    "CAPTION_VALIDATION": true,
+    "ENABLE_VLM_SECOND_REVIEW": false,
+    "SHARD_TARGET_SIZE_GB": 0.75,
+    "ENABLE_EXACT_DEDUPLICATION": true,
+    "ENABLE_PERCEPTUAL_DEDUPLICATION": true,
+    "ENABLE_IMAGE_QUALITY_FILTER": true,
+    "ENABLE_CAPTIONING": true,
+    "ENABLE_GPU_DECODING": true,
+    "ENABLE_RANDOM_SAMPLE_PREVIEW": true,
+    "PREVIEW_SAMPLES_PER_BATCH": 1,
+    "UPLOAD_AFTER_COMPLETED_SHARD": true,
+    "AUTO_RESUME": true,
+    "DRY_RUN": false,
+    "HF_DATASET_REPO": "arttry/foxingdatasit",
+    "HF_TOKEN": null,
+    "HF_PRIVATE_REPO": true,
+    "HF_XET_HIGH_PERFORMANCE": false,
+    "DEDUP_HAMMING_THRESHOLD": 5,
+    "DEDUP_WINDOW_SECONDS": 12.0,
+    "DEDUP_SSIM_VERIFY": true,
+    "DEDUP_SSIM_THRESHOLD": 0.985,
+    "CROSS_VIDEO_DEDUP": false,
+    "BLUR_THRESHOLD": null,
+    "MAX_JPEG_FAILS_PER_VIDEO": 50,
+    "WORK_DIR": "/kaggle/working",
+    "TEMP_DIR": "/tmp/vid2ds",
+    "MIN_FREE_DISK_GB": 6.0,
+    "DOWNLOAD_TIMEOUT": 30.0,
+    "DOWNLOAD_RETRIES": 5,
+    "DOWNLOAD_BACKOFF": 2.0,
+    "KEEP_VIDEOS": false,
+    "UPLOAD_RETRIES": 5,
+    "WORKER_ID": 0,
+    "NUM_WORKERS": 1,
+    "CHECKPOINT_EVERY_SECONDS": 120.0,
+    "DASHBOARD_REFRESH_SECONDS": 10.0,
+    "MAX_VIDEOS_THIS_RUN": 0,
+    "MAX_RUNTIME_HOURS": 0.0,
+    "DECODER_PREFERENCE": "auto",
+    "SKIP_HDR_VIDEOS": true,
+    "JPEG_SUBSAMPLING": -1,
+    "MAX_IMAGES_PER_VIDEO": 0,
+    "QC_ENABLE_SSIM_VERIFY": true,
+    "ALLOW_MOCK_CAPTIONER": false,
+    "CAPTION_MIN_WORDS": 18,
+    "CAPTION_REVIEW_SCORE": 0.55,
+    "FFMPEG_THREADS": 0,
+    "SHARD_MAX_AGE_MINUTES": 40.0,
+    "STOP_MARGIN_MINUTES": 12.0,
+    "UPLOAD_PATIENCE_MINUTES": 90.0,
+    "CHUNK_LINGER_SECONDS": 4.0,
+    "PREFETCH_VIDEOS": 1,
+    "DECODE_BYTE_BUDGET_GB": 0.0,
+    "DISK_WAIT_MINUTES": 15.0,
+    "REQUIRE_SMOKE_TEST": true,
+    "SMOKE_TEST_IMAGES": 24,
+    "MAX_UNEXPECTED_VIDEO_ERRORS": 5
+  },
+  "env": {
+    "python": "3.13.16",
+    "torch": "2.11.0+cu130",
+    "cuda_runtime": "13.0",
+    "gpus": [
+      {
+        "index": 0,
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