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_01449_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01450_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01451_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01452_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01431_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01432_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01433_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01434_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 **3193 条**(动态 UAV RF 实体 3193 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 **3193 条**(动态 UAV RF 实体 3193 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_01449_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0ad708ed76de6b652310ace8687dba6ade7b0bc695ee85b355b8584c2ee46f8e
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size 170422894
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01450_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3f6e3b3d55703ea98d960fbe0f3b0b65a67c8d1ce093d41bd4bef92c5090ba14
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size 175841877
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01451_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 165009226
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01452_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:e98a0133ab4a2f87239a58fbeef2d81d717cac3069674f21e71937214f931151
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size 159960686
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01431_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:a4afa3b43da4993ec57cc4f70d2d4b97d1e71dfcebf30ee76c6f3bff082f6a29
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size 146803746
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01432_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:228311f6ff6be77e1d90896af345e56a93247441f504ea192270772b4e44d27f
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size 198714384
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01433_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:a2e18454f931356b9ebd3a9b1cdfe6c78e3a242bd9eec3b0dbc5af3e32361c86
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size 179740455
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01434_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-
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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": "2026-11-01T04:00:15.102746+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3193,
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"dynamic_rf_samples": 3193,
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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": 1406,
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"houston": 1406
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},
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"unique_physical_groups": 3193,
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"total_tar_bytes": 583422811795,
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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_01446_bs_uav_v6_episode_000", "sample_id": "chicago_region_01446_bs_uav_v6_episode_000", "scene_id": "chicago_region_01446", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "941f50d7fb0217af7ef05166f285ace06e1eccee0d27d47e9b5ebd3d0c27e51e", "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_01446_bs_uav_v6_episode_000.tar.gz", "sha256": "6506fa4cea7d31d4113349beade2bfeccc7a7825527654ae3a5402045aa49cc5", "bytes": 170020635, "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": "2026-11-01T00:19:31.636729+08:00", "export_seconds": 40.397, "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_01446_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c4f7215e4aa1195e42d50a8037a1ab1a332ea10dc4800be18e2fd1045b5199fb", "source_float32_bytes": 240496640, "source_float32_packaged_shanghai": "2026-10-31T16:02:36.978375+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": 425287397, "source_tar_bytes": 240496640, "conversion_and_verification_seconds": 23.873}}
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{"record_id": "data_v6/chicago_region_01447_bs_uav_v6_episode_000", "sample_id": "chicago_region_01447_bs_uav_v6_episode_000", "scene_id": "chicago_region_01447", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "69307e9aabc2ca56cc492c15b7872886d94a835ab085d076b958def1d21aebff", "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_01447_bs_uav_v6_episode_000.tar.gz", "sha256": "4d80bfb7b7d058ae29c89b70fa09bcb50527b3f7ffbbb459eb85eb637e87f58f", "bytes": 146267100, "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": "2026-11-01T00:19:40.074416+08:00", "export_seconds": 37.748, "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_01447_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c5d3f6b44035c17b1d603de54fa5ecfd4a4942cd0f7ffdf0147b1be470c2b3a8", "source_float32_bytes": 201543680, "source_float32_packaged_shanghai": "2026-10-31T16:03:46.391324+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": 425731154, "source_tar_bytes": 201543680, "conversion_and_verification_seconds": 22.998}}
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{"record_id": "data_v6/chicago_region_01448_bs_uav_v6_episode_000", "sample_id": "chicago_region_01448_bs_uav_v6_episode_000", "scene_id": "chicago_region_01448", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "5cddec8394285445c1fbe313d76bed950a81813e9e6436fc9a8e4a37f4af5e84", "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_01448_bs_uav_v6_episode_000.tar.gz", "sha256": "0f70f3010f03b41c3abf82b0498c750feaec03face8f03e74f7c5406aa196bdc", "bytes": 174418231, "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": "2026-11-01T00:19:45.766096+08:00", "export_seconds": 43.44, "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_01448_bs_uav_v6_episode_000.tar", "source_float32_sha256": "53748800f923e24355d37b26f342c0463a624b63ae08bbced75fccf023e955af", "source_float32_bytes": 249518080, "source_float32_packaged_shanghai": "2026-10-31T16:04:29.085953+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": 425262707, "source_tar_bytes": 249518080, "conversion_and_verification_seconds": 25.621}}
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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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@@ -1781,6 +1781,10 @@
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| 1781 |
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| 1782 |
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| 1783 |
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| 1784 |
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| 1785 |
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