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_v3_gpuopt_p3/houston/houston_027_episode_002.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_003.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_004.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_005.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00039_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00040_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00041_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00042_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +7 -7
- compact_uint16/manifests/legacy_aux_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 **3985 条**(动态 UAV RF 实体 3308 条,历史辅助 677 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 **3985 条**(动态 UAV RF 实体 3308 条,历史辅助 677 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_v3_gpuopt_p3/houston/houston_027_episode_002.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:16bc5dfe66bb8ecb786217e109f8368e632010f112b69310850f5faa278c7e60
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size 229469714
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_003.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:ac39db1d2a86e799576dbc59afcc3ac0d9d1668e51bf8050c82189f73eca853b
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size 251005658
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_004.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 226800033
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_005.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:81c103f3d67ff2f8361adcb82081c27f69dc78f33fca7e7cb52c826342567af3
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size 252667733
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00039_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:d1b3ec1caecf317dc0fb47817713ff5b19d223e94ce1711fb95efa44818b01c0
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size 104798594
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00040_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0418001cf4212be8ab5a48945dbb422edc37091ea6d7972cab83613435081bc9
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size 144699166
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00041_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ed018226652b298d57d26e3ca80f355ce7415e5b265b109f6a947a35ce435de
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size 115883201
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00042_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:df735ef4946778c9ebfa60596a0d008400bb6dc15fb7a070a75d0165607d696b
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size 160508156
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T04:45:
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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":
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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": "2026-11-01T04:45:48.455641+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3985,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 677,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1617,
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"houston": 1616
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},
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"unique_physical_groups": 3983,
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"total_tar_bytes": 742133925924,
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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_v3_gpuopt_p3/houston_026_episode_005", "sample_id": "houston_026_episode_005", "scene_id": "houston_026", "source_version": "data_v3_gpuopt_p3", "city": "houston", "split": "train", "source_split": "val", "physical_episode_group": "208a9c24f9dd84a6825d2f90d046ca5ed1a05b98a53462d712d95b01b393afc3", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_026_episode_005.tar.gz", "sha256": "87ac90b4fb8103de90759559b4d25e1479e1510e518e71fe64c0c960cf1fcf4c", "bytes": 238418949, "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": "2026-11-01T04:21:20.002589+08:00", "export_seconds": 48.846, "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_v3_gpuopt_p3/houston/houston_026_episode_005.tar", "source_float32_sha256": "4d869bb0043fab5efcaee59dc9fafad96c0a1666c1658e662948fea40788bf04", "source_float32_bytes": 332032000, "source_float32_packaged_shanghai": "2026-11-01T04:20:29.205052+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 425085332, "source_tar_bytes": 332032000, "conversion_and_verification_seconds": 26.942}}
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{"record_id": "data_v3_gpuopt_p3/houston_026_episode_006", "sample_id": "houston_026_episode_006", "scene_id": "houston_026", "source_version": "data_v3_gpuopt_p3", "city": "houston", "split": "train", "source_split": "val", "physical_episode_group": "96776dfbbbd79f19aefb3c8bbb8cf49f2f044d91606f3f8bde78e2718e30cafc", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_026_episode_006.tar.gz", "sha256": "f40c1a15616f47b53e826cae18f168d7ea31b1a9ca161ca7f0bb5e2a360d77b8", "bytes": 239442838, "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": "2026-11-01T04:21:15.915405+08:00", "export_seconds": 44.759, "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_v3_gpuopt_p3/houston/houston_026_episode_006.tar", "source_float32_sha256": "9bf2a07611ecab3cc8e03dc0c1d9a20924f0869e3054cef243f22d62bfda4090", "source_float32_bytes": 331018240, "source_float32_packaged_shanghai": "2026-11-01T04:20:29.382768+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422660726, "source_tar_bytes": 331018240, "conversion_and_verification_seconds": 24.576}}
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{"record_id": "data_v3_gpuopt_p3/houston_027_episode_001", "sample_id": "houston_027_episode_001", "scene_id": "houston_027", "source_version": "data_v3_gpuopt_p3", "city": "houston", "split": "train", "source_split": "val", "physical_episode_group": "7da41eefb0c0c4acbf3df70376fb36c052cbae80e11dcc17df6c66f7c21db06f", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_027_episode_001.tar.gz", "sha256": "43077d6bd8c8f62a3c1f388a0db9b32b9cae37508c058070ad470ec9009caf2b", "bytes": 247733248, "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": "2026-11-01T04:22:09.729578+08:00", "export_seconds": 51.783, "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_v3_gpuopt_p3/houston/houston_027_episode_001.tar", "source_float32_sha256": "f65bdab6bd3dcb01886ac651a1381e28f2ad927ffd11768c6ef131a92cf77537", "source_float32_bytes": 345139200, "source_float32_packaged_shanghai": "2026-11-01T04:21:12.722831+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 426749367, "source_tar_bytes": 345139200, "conversion_and_verification_seconds": 29.762}}
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{"record_id": "data_v4/boston_region_00002_episode_000", "sample_id": "boston_region_00002_episode_000", "scene_id": "boston_region_00002", "source_version": "data_v4", "city": "boston", "split": "train", "source_split": "test", "physical_episode_group": "6d77518c6edd36d14d94d5d5f61332c661f5c49392449fef999a749623ca8267", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v4/boston/boston_region_00002_episode_000.tar.gz", "sha256": "850670dd09b840aa9761e864781465f34ead5d8e0573d64229c8348f9e622375", "bytes": 247337063, "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": "2026-11-01T04:12:59.980536+08:00", "export_seconds": 48.697, "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_v4/boston/boston_region_00002_episode_000.tar", "source_float32_sha256": "ad50edaef95a0c1fa98b8f903fd34bf665a09b6fd096af3c6fe95350afb204d6", "source_float32_bytes": 347627520, "source_float32_packaged_shanghai": "2026-11-01T04:12:06.482775+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 426253093, "source_tar_bytes": 347627520, "conversion_and_verification_seconds": 27.614}}
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| 677 |
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compact_uint16/manifests/train.jsonl
CHANGED
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| 420 |
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| 423 |
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@@ -667,6 +671,10 @@
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| 667 |
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