Add 1 synchronized three-view uint16 NumPy training samples

README.md

@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
 
 # Low-altitude RF world-model training data
 
-推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5737 条**（动态 UAV RF 实体 4525 条，历史辅助 1212 条）。统计范围：`committed_on_huggingface`，正在增量上传，尚不是全量完成声明。
+推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5738 条**（动态 UAV RF 实体 4526 条，历史辅助 1212 条）。统计范围：`committed_on_huggingface`，正在增量上传，尚不是全量完成声明。
 
 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：
 

compact_uint16/README.md

@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
 
 # Low-altitude RF world-model training data
 
-推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5737 条**（动态 UAV RF 实体 4525 条，历史辅助 1212 条）。统计范围：`committed_on_huggingface`，正在增量上传，尚不是全量完成声明。
+推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5738 条**（动态 UAV RF 实体 4526 条，历史辅助 1212 条）。统计范围：`committed_on_huggingface`，正在增量上传，尚不是全量完成声明。
 
 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：
 

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02539_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:513a7528aea3322dcca86cd27dc1fbc375ea1d44d18bdce70cbbd4d7a6fc317f
+size 156133370

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:58:39.001433+08:00",
+  "updated_shanghai": "2026-11-01T10:59:38.781457+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5737,
-  "dynamic_rf_samples": 4525,
+  "complete_samples": 5738,
+  "dynamic_rf_samples": 4526,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2561
+    "houston": 2562
   },
-  "unique_physical_groups": 5735,
-  "total_tar_bytes": 1038663378084,
+  "unique_physical_groups": 5736,
+  "total_tar_bytes": 1038819511454,
   "split": "train",
   "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
   "edition": "uint16",

compact_uint16/manifests/dynamic_rf_train.jsonl

@@ -4523,3 +4523,4 @@
 {"record_id": "data_v6/houston_region_02536_bs_uav_v6_episode_000", "sample_id": "houston_region_02536_bs_uav_v6_episode_000", "scene_id": "houston_region_02536", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "9fae0a435f2261ffd613d54ae76ed4a17d2ff843fc22eac12b1131b6c7053270", "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/houston/houston_region_02536_bs_uav_v6_episode_000.tar.gz", "sha256": "8fd15df102b2eaa6caab8f4323dcbec283cd50d3f215870388f224847adae6db", "bytes": 164023177, "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": "2026-11-01T10:56:18.285541+08:00", "export_seconds": 41.745, "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/houston/houston_region_02536_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6b0b674edacd31ea1bb64c752dd9086011752e55b16a64297d790365e1d26b97", "source_float32_bytes": 231362560, "source_float32_packaged_shanghai": "2026-11-01T10:55:30.671895+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": 430661465, "source_tar_bytes": 231362560, "conversion_and_verification_seconds": 24.699}}
 {"record_id": "data_v6/houston_region_02537_bs_uav_v6_episode_000", "sample_id": "houston_region_02537_bs_uav_v6_episode_000", "scene_id": "houston_region_02537", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "ffe3f9f8f954c57634f0495c0f99c6e86533b394f56655108864390220c066c0", "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/houston/houston_region_02537_bs_uav_v6_episode_000.tar.gz", "sha256": "491626f54b6d09e5f347b6f53d52d727f0d254b5a68227569e73902fbc937285", "bytes": 164914820, "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": "2026-11-01T10:57:26.662162+08:00", "export_seconds": 38.976, "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/houston/houston_region_02537_bs_uav_v6_episode_000.tar", "source_float32_sha256": "de7e9da1d5131135a9f5771f47f5ed9de3c8aaa2451bca1e2fc481f29e8d29b2", "source_float32_bytes": 236185600, "source_float32_packaged_shanghai": "2026-11-01T10:56:43.063314+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": 428614821, "source_tar_bytes": 236185600, "conversion_and_verification_seconds": 23.121}}
 {"record_id": "data_v6/houston_region_02538_bs_uav_v6_episode_000", "sample_id": "houston_region_02538_bs_uav_v6_episode_000", "scene_id": "houston_region_02538", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "183692294ae73d2589e256920874ad549b3c96525596cc809ab0e37a454c97a5", "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/houston/houston_region_02538_bs_uav_v6_episode_000.tar.gz", "sha256": "16fea559c05193086adbba7021c2bc91f61b26c152350e45cfa9c5240dc5f005", "bytes": 143161487, "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": "2026-11-01T10:58:25.974538+08:00", "export_seconds": 39.536, "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/houston/houston_region_02538_bs_uav_v6_episode_000.tar", "source_float32_sha256": "8c61911c62ffc23753b0db62d3c16487119b41559c661eeba151320ecc379f3d", "source_float32_bytes": 197079040, "source_float32_packaged_shanghai": "2026-11-01T10:57:44.399900+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": 430517532, "source_tar_bytes": 197079040, "conversion_and_verification_seconds": 24.412}}
+{"record_id": "data_v6/houston_region_02539_bs_uav_v6_episode_000", "sample_id": "houston_region_02539_bs_uav_v6_episode_000", "scene_id": "houston_region_02539", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "7f5775dde490fcc343e3060e9b05b7bbfb84b0020045604f83dc6b7e89e28f7e", "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/houston/houston_region_02539_bs_uav_v6_episode_000.tar.gz", "sha256": "513a7528aea3322dcca86cd27dc1fbc375ea1d44d18bdce70cbbd4d7a6fc317f", "bytes": 156133370, "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": "2026-11-01T10:59:35.479372+08:00", "export_seconds": 37.483, "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/houston/houston_region_02539_bs_uav_v6_episode_000.tar", "source_float32_sha256": "8cf73eb69c4bb3eb0134b3a20052e72b894ade09f14066ac7a7c348d8f3b2ad2", "source_float32_bytes": 218664960, "source_float32_packaged_shanghai": "2026-11-01T10:58:54.746246+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": 430555458, "source_tar_bytes": 218664960, "conversion_and_verification_seconds": 22.523}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1993d02f396c8185064c4353cb0742d91eef6dd34af9e1dd66643279f319da96
-size 11057855
+oid sha256:9f2a5850183c09f4a09d442f33bedc4aacbc07de6657d0ca4915aab04dbe776d
+size 11059787