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/boston/boston_region_00361_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00362_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00363_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00353_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00354_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00359_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00360_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00361_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +8 -8
- 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 **1033 条**(动态 UAV RF 实体 1033 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 **1033 条**(动态 UAV RF 实体 1033 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/boston/boston_region_00361_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:a94fdf6e79be95bff73097dc2fb2eebf97a22bb3bf91e7f3732495f9da73218f
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size 167321175
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00362_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:a2c8cbfcbdbc71c11869042536618badb4697ed5e4e7b8ce22449f1eeb724314
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size 227846599
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00363_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 206227553
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00353_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c9be194ee93379f5c07cb9ce435ff25c460a2f4a4f08bbed905617ee825d0ff
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size 164422632
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00354_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:ee1f7f62cecbe8dfc9463d2a36ddb605959bd3b75ded23b3c70c87b8321c0aa4
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size 217699826
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00359_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:81136fae86d2cb9212b27145e38df843efcce764800d90c62e4b1a079de44256
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size 181114163
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00360_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2282f50d4e426d794ddbdca3237d53459ef333a40902194f0cfa6412b96e1051
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size 187002761
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00361_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 203584658
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T01:55:
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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":
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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": "2026-11-01T01:55:17.305269+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 1033,
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"dynamic_rf_samples": 1033,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 345,
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"chicago": 344,
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"houston": 344
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},
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"unique_physical_groups": 1033,
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"total_tar_bytes": 182066124919,
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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/boston_region_00358_bs_uav_v6_episode_000", "sample_id": "boston_region_00358_bs_uav_v6_episode_000", "scene_id": "boston_region_00358", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "a55cd16ae01c97e0ee437b1e821093085948b3f0387299a14216d5e3be95d702", "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/boston/boston_region_00358_bs_uav_v6_episode_000.tar.gz", "sha256": "24efbfdf6c3651d27df654874e3d816f8ca959a090e1a3ef0bbf7f00dde6b331", "bytes": 153610372, "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": "2026-10-31T21:00:34.189930+08:00", "export_seconds": 37.777, "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/boston/boston_region_00358_bs_uav_v6_episode_000.tar", "source_float32_sha256": "fc0ca1fd9536b6108c7e5e9fd960f1141a1e85a29b98748efd346d4db3caf7a2", "source_float32_bytes": 231147520, "source_float32_packaged_shanghai": "2026-10-31T18:19:56.083926+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": 429302864, "source_tar_bytes": 231147520, "conversion_and_verification_seconds": 22.451}}
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{"record_id": "data_v6/boston_region_00359_bs_uav_v6_episode_000", "sample_id": "boston_region_00359_bs_uav_v6_episode_000", "scene_id": "boston_region_00359", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "af3de31ad04793e2a0cf6fdc062f786ed79aade972e44b59e4d480a3071e6f19", "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/boston/boston_region_00359_bs_uav_v6_episode_000.tar.gz", "sha256": "130f446f9792f9a50053a37f6bf8493473b0aee2bb94ea304a1ff6887cc8f4f2", "bytes": 178732255, "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": "2026-10-31T21:00:47.192063+08:00", "export_seconds": 40.307, "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/boston/boston_region_00359_bs_uav_v6_episode_000.tar", "source_float32_sha256": "02f517a5d72f424f1e7dbde7e7f161d2151d276257b3b778edc3bf0e80700ee7", "source_float32_bytes": 274288640, "source_float32_packaged_shanghai": "2026-10-31T18:21:04.736772+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": 431379499, "source_tar_bytes": 274288640, "conversion_and_verification_seconds": 22.563}}
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{"record_id": "data_v6/boston_region_00360_bs_uav_v6_episode_000", "sample_id": "boston_region_00360_bs_uav_v6_episode_000", "scene_id": "boston_region_00360", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "a9551bc752cf045560dd77d263436c42068dab30b6077964b1a1fe002f49063f", "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/boston/boston_region_00360_bs_uav_v6_episode_000.tar.gz", "sha256": "b820a51c7db9ab4ba5ee89865f94b09102714ea4e8cb9a6ad22570a69da4bc2b", "bytes": 231780244, "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": "2026-10-31T21:02:13.518473+08:00", "export_seconds": 48.149, "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/boston/boston_region_00360_bs_uav_v6_episode_000.tar", "source_float32_sha256": "fbee2b78cd02c381c1afca7bd35af83cea614974917f7bd83bd8f070f88a711d", "source_float32_bytes": 324392960, "source_float32_packaged_shanghai": "2026-10-31T18:21:06.568426+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": 421534952, "source_tar_bytes": 324392960, "conversion_and_verification_seconds": 23.303}}
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{"record_id": "data_v6/chicago_region_00008_bs_uav_v6_episode_000", "sample_id": "chicago_region_00008_bs_uav_v6_episode_000", "scene_id": "chicago_region_00008", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3b5e7cdca9877dcba2eb630df74666a694bb6fd859a6bd3d472424e8a91b77c5", "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_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "1394fe1b6e9aa4e5d219b80ec9b3dcbf70fc3bda09da802792c6f51d6f1546ca", "bytes": 177769057, "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": "2026-10-31T19:21:21.428016+08:00", "export_seconds": 52.011, "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/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f6137ad6e9c7e85909a8ccfa66da701c9c1e781122fe673ed7f86f43336c4891", "source_float32_bytes": 419215360, "source_float32_packaged_shanghai": "2026-10-31T15:24:09.881902+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 411745320, "source_tar_bytes": 419215360, "conversion_and_verification_seconds": 32.799}}
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compact_uint16/manifests/train.jsonl
CHANGED
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| 340 |
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