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_01477_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01478_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01479_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01459_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01460_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01461_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01462_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01463_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 **3249 条**(动态 UAV RF 实体 3249 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 **3249 条**(动态 UAV RF 实体 3249 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_01477_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c5699777a4e2a51f9e9de4ded3f49d51a59b9e9cc4a16e97a54f0c12840e425
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size 173972138
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01478_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:ca8fac7852288dda308b553a59127091de85dcb3aefee01da6c2d8297d9c03f0
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size 179220645
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01479_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 170345177
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01459_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:957d3c4c041842dff05bd24324cef49f6e8ccb18dc01ad286bd77e8ca723f823
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size 173732143
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01460_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:dfd2d3766f4a409da90b9c83448240b6ed85ae03bfd51084fc52f7d6a6c93d41
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size 184646567
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01461_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 196448733
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01462_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:20b8410706daaf3f5b1eef475fc45336d6514b3c7e6d93d9ca73aa4c1356d4f6
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size 196096777
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01463_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T04:01:
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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":
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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": "2026-11-01T04:01:55.972485+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3249,
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"dynamic_rf_samples": 3249,
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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": 1433,
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"houston": 1435
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},
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"unique_physical_groups": 3249,
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"total_tar_bytes": 593448919197,
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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_01474_bs_uav_v6_episode_000", "sample_id": "chicago_region_01474_bs_uav_v6_episode_000", "scene_id": "chicago_region_01474", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "bedbcaf9f7100958917bc48a543a4e49a972e65e205b0a8611da35ed63beb7be", "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_01474_bs_uav_v6_episode_000.tar.gz", "sha256": "9ced56fa7d339687ca133aacd534214222ae14c04ae79927328a92e8b91f7006", "bytes": 176572884, "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": "2026-11-01T00:25:46.427097+08:00", "export_seconds": 43.1, "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_01474_bs_uav_v6_episode_000.tar", "source_float32_sha256": "40c7a571aa3a7af75cd93d589a765896f9e24a9571be1b2700651f6b5be33373", "source_float32_bytes": 266670080, "source_float32_packaged_shanghai": "2026-10-31T18:35:06.495631+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": 417814308, "source_tar_bytes": 266670080, "conversion_and_verification_seconds": 24.5}}
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{"record_id": "data_v6/chicago_region_01475_bs_uav_v6_episode_000", "sample_id": "chicago_region_01475_bs_uav_v6_episode_000", "scene_id": "chicago_region_01475", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "6eb894bd6c2d265010ef6a5d84d1f1bc33ee3dd77a99533a4dc6d94a67b20363", "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_01475_bs_uav_v6_episode_000.tar.gz", "sha256": "78e217e7f83a8451188f3b0265030ba924d0fe9201551e0e9049be6a5090375e", "bytes": 155921164, "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": "2026-11-01T00:25:50.562022+08:00", "export_seconds": 41.693, "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_01475_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a040c40bbe130ca7689fc6ca5701375b8fc5545b54406e1590deffdb6e6190de", "source_float32_bytes": 217067520, "source_float32_packaged_shanghai": "2026-10-31T18:35:16.962163+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": 432278948, "source_tar_bytes": 217067520, "conversion_and_verification_seconds": 25.547}}
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{"record_id": "data_v6/chicago_region_01476_bs_uav_v6_episode_000", "sample_id": "chicago_region_01476_bs_uav_v6_episode_000", "scene_id": "chicago_region_01476", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "f61b06b9c03cfecb3d62e7b24a80df5cec9ee00bc1a628af15079acbd1597cc1", "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_01476_bs_uav_v6_episode_000.tar.gz", "sha256": "2f36dc2709bf290460c4c84bb0e74bce170a8c24ee703b9752abda210db9f368", "bytes": 159133984, "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": "2026-11-01T00:25:50.187792+08:00", "export_seconds": 41.32, "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_01476_bs_uav_v6_episode_000.tar", "source_float32_sha256": "ac7dbdaab83e5f76a22a860d091ad53f2f8e697a1c007040c0e2aa044ffd85c4", "source_float32_bytes": 229550080, "source_float32_packaged_shanghai": "2026-10-31T18:35:14.871558+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": 427759157, "source_tar_bytes": 229550080, "conversion_and_verification_seconds": 24.707}}
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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
CHANGED
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@@ -1809,6 +1809,9 @@
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| 1809 |
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| 1811 |
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| 1812 |
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