Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00404_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00405_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00410_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00413_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00417_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00418_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00422_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00423_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- compact_uint16/manifests/legacy_aux_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4225 条**(动态 UAV RF 实体 3308 条,历史辅助 917 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/README.md
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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+
推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4225 条**(动态 UAV RF 实体 3308 条,历史辅助 917 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00404_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d48923dbcbca951c3c802a9589ea530792c3a40bc8a0008012f2f2dd9ac2ed7
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size 113050138
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00405_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:26737e43d626e408332bb0f14b562e03ad73e30f12141833cfc87bd10720d644
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size 95318486
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00410_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 96480960
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00413_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9d5c825e2f2253e40aede004c461b1561cfe9023548bcae82cad46414ba60ea
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size 125184353
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00417_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:727d3791a74279c9d803bc867223da2090f76fb195f49dbfc6af773528e8aeef
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size 138700554
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00418_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 156715145
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00422_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:802228a3706d1458104264d477f7c64d4ddad5cded7d105994240f24ce478ca8
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size 94922550
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00423_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 116748688
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T05:01:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples":
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston": 1641
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},
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"unique_physical_groups":
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"total_tar_bytes":
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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{
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"updated_shanghai": "2026-11-01T05:01:59.173079+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4225,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 917,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1832,
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"houston": 1641
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},
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"unique_physical_groups": 4223,
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"total_tar_bytes": 774739393521,
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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compact_uint16/manifests/legacy_aux_train.jsonl
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{"record_id": "data_v5/chicago_region_00396_bs_uav_episode_000", "sample_id": "chicago_region_00396_bs_uav_episode_000", "scene_id": "chicago_region_00396", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "f5f19c1dfcd735a75f9f1c440381010ac93ea08670b82c1317399a363973758a", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00396_bs_uav_episode_000.tar.gz", "sha256": "c1ec0c8e0d3154b09c602ca9a7226545892cc5e998c995d7749f912f8c36df01", "bytes": 131047459, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:14:05.723642+08:00", "export_seconds": 34.867, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00396_bs_uav_episode_000.tar", "source_float32_sha256": "5a5d370720559bfc7b247b96e31ea1b75865208189223173d629f19a87ce7a17", "source_float32_bytes": 147435520, "source_float32_packaged_shanghai": "2026-11-01T02:13:03.339672+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422056846, "source_tar_bytes": 147435520, "conversion_and_verification_seconds": 20.678}}
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{"record_id": "data_v5/chicago_region_00399_bs_uav_episode_000", "sample_id": "chicago_region_00399_bs_uav_episode_000", "scene_id": "chicago_region_00399", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "3dc82b3eea66c2b09f27ed098fc59271303f6d7711252f02f726ee96b441d78f", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00399_bs_uav_episode_000.tar.gz", "sha256": "8a111f9baba4f604668a61212e745bc49bcec8388e6ac44f09e70fbb059596f9", "bytes": 94126357, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:14:42.786116+08:00", "export_seconds": 31.617, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00399_bs_uav_episode_000.tar", "source_float32_sha256": "c8f73328dbec04ed721dce151749888f971e8226d9a2c75bd4a889da710a0aca", "source_float32_bytes": 120094720, "source_float32_packaged_shanghai": "2026-11-01T02:13:54.187966+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422486483, "source_tar_bytes": 120094720, "conversion_and_verification_seconds": 20.238}}
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{"record_id": "data_v5/chicago_region_00400_bs_uav_episode_000", "sample_id": "chicago_region_00400_bs_uav_episode_000", "scene_id": "chicago_region_00400", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "bffedbda7318fa22c7c84c29c4a18444325f27eb2a8e5252b2044f0ad92d7c42", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00400_bs_uav_episode_000.tar.gz", "sha256": "126b4c1fb553e1b2a71bfd244f6128f0c01c751f69ba1c3cafce02964103a4ad", "bytes": 116852289, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:14:25.360964+08:00", "export_seconds": 31.433, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00400_bs_uav_episode_000.tar", "source_float32_sha256": "4788c61fc2f9cadb75933836c6d98360b21c71bc0559ef1096f625def7d657c4", "source_float32_bytes": 119818240, "source_float32_packaged_shanghai": "2026-11-01T02:13:53.219903+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423613550, "source_tar_bytes": 119818240, "conversion_and_verification_seconds": 18.435}}
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{"record_id": "data_v5/houston_region_00020_bs_uav_episode_000", "sample_id": "houston_region_00020_bs_uav_episode_000", "scene_id": "houston_region_00020", "source_version": "data_v5", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8fb5bf15ff0c932358911d6f0ba9eebf55056ad29745a9277a50c8b54a9d8d1c", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar.gz", "sha256": "b8eedf818ddce54acb7e9056bcb9599d5a99e841b00947c400eb04723ace89a6", "bytes": 119449811, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T00:53:35.555885+08:00", "export_seconds": 32.649, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar", "source_float32_sha256": "602ff6fc1a6c0b01bec995812d17a7c64ea95909228d1b071a9dcdd4d4cc98d2", "source_float32_bytes": 122234880, "source_float32_packaged_shanghai": "2026-11-01T00:52:33.751361+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417648383, "source_tar_bytes": 122234880, "conversion_and_verification_seconds": 19.247}}
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compact_uint16/manifests/train.jsonl
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| 906 |
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| 907 |
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| 908 |
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| 909 |
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| 910 |
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| 911 |
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| 906 |
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