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/dynamic_rf/data_v6/chicago/chicago_region_01421_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01422_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01423_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01424_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01403_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01404_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01405_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01406_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +7 -7
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
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 **3137 条**(动态 UAV RF 实体 3137 条,历史辅助 0 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 **3137 条**(动态 UAV RF 实体 3137 条,历史辅助 0 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/dynamic_rf/data_v6/chicago/chicago_region_01421_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:668031a35539f38ba9e2e546a82838d44940e8e6269435d4d08b1cd7c4a39736
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size 175987139
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01422_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:055810b6a2a76bd227bd3277cf12bfad037c70d20c4cb886449fa1d142158678
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size 184815388
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01423_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 151416909
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01424_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e2dce273e4714d2e2db2c53e9aea49cb63b0e6215e6174bcab734d3c163ccb1
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size 151650906
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01403_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:371cba654c973dee3538d5c5deef041c321ec6223f517c9126a2ad7b75c9b24a
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size 179640772
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01404_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 229070326
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01405_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:810dcc7cb4443d837cb71eee1cf5d08077a136d28a055c3c72f35a5e63884688
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size 195660667
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01406_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 195737728
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T03:58:
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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":
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 381,
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"chicago":
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"houston":
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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": "2026-11-01T03:58:16.465588+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3137,
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"dynamic_rf_samples": 3137,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 381,
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"chicago": 1378,
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"houston": 1378
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},
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"unique_physical_groups": 3137,
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"total_tar_bytes": 573209751870,
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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/dynamic_rf_train.jsonl
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{"record_id": "data_v6/chicago_region_01418_bs_uav_v6_episode_000", "sample_id": "chicago_region_01418_bs_uav_v6_episode_000", "scene_id": "chicago_region_01418", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "37479963abd95e63f90952abde741cf90802cb58446507a4493501d1ec5a7527", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01418_bs_uav_v6_episode_000.tar.gz", "sha256": "15c46c06d70d9b6931b594a5d1157b66b4366939dee5e3a93537c880f86e163d", "bytes": 167179984, "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": "2026-11-01T00:13:27.512058+08:00", "export_seconds": 42.654, "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/dynamic_rf/data_v6/chicago/chicago_region_01418_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c2e76eac06429ee08b2e77a61d658d43143a03e85002520398e1ca0cd745e466", "source_float32_bytes": 236134400, "source_float32_packaged_shanghai": "2026-11-01T00:04:52.038587+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 429148157, "source_tar_bytes": 236134400, "conversion_and_verification_seconds": 24.126}}
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{"record_id": "data_v6/chicago_region_01419_bs_uav_v6_episode_000", "sample_id": "chicago_region_01419_bs_uav_v6_episode_000", "scene_id": "chicago_region_01419", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "785a4bb3bb983cf6ff7c06301e22a74bc3bf0052c9451a907f139e4ab4fff799", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01419_bs_uav_v6_episode_000.tar.gz", "sha256": "a6d3cb180d870ea43e58b6e907555c27349a128d128b311984c595e736c676e8", "bytes": 178951166, "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": "2026-11-01T00:13:28.135027+08:00", "export_seconds": 43.277, "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/dynamic_rf/data_v6/chicago/chicago_region_01419_bs_uav_v6_episode_000.tar", "source_float32_sha256": "2cfce1f9940716f86e38ab90f845a4e8f0b8d6e68bb6c3487691c0fa442d270c", "source_float32_bytes": 255406080, "source_float32_packaged_shanghai": "2026-11-01T00:04:52.797856+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 424186806, "source_tar_bytes": 255406080, "conversion_and_verification_seconds": 24.797}}
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{"record_id": "data_v6/chicago_region_01420_bs_uav_v6_episode_000", "sample_id": "chicago_region_01420_bs_uav_v6_episode_000", "scene_id": "chicago_region_01420", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "147da5e67125936266b23d1b3c0dcbce73de495b70512a2721014ae899cbdc13", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01420_bs_uav_v6_episode_000.tar.gz", "sha256": "315413d90a06fbe99216f4fa39c19ae9171ec75888b1fba5a46cd07a4e6bd7b0", "bytes": 156273550, "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": "2026-11-01T00:13:24.433371+08:00", "export_seconds": 39.575, "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/dynamic_rf/data_v6/chicago/chicago_region_01420_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4d5e8478150ea6ebcef59772c2f1ec20c9046af8bed74ac205b5e80185703ed2", "source_float32_bytes": 229222400, "source_float32_packaged_shanghai": "2026-11-01T00:05:31.864497+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 431484696, "source_tar_bytes": 229222400, "conversion_and_verification_seconds": 23.902}}
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{"record_id": "data_v6/houston_region_00008_bs_uav_v6_episode_000", "sample_id": "houston_region_00008_bs_uav_v6_episode_000", "scene_id": "houston_region_00008", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "330b7b2a5f06410e6c345b7781b7f90692d80030c4b028462ad5350a3111a5c5", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "4efa23f4f8ba7a4a513080ff17d37f4e91d30a5994695aab81d8690097abb2aa", "bytes": 93036938, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:08.761882+08:00", "export_seconds": 39.345, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "564c02fa2d3594357089015a580b5fae58075fead65537bd64a8d2481a9aad4d", "source_float32_bytes": 295925760, "source_float32_packaged_shanghai": "2026-10-31T15:02:08.403728+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417658418, "source_tar_bytes": 295925760, "conversion_and_verification_seconds": 28.27}}
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compact_uint16/manifests/train.jsonl
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| 1753 |
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| 1754 |
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| 1755 |
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| 1756 |
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| 1757 |
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