Add 2 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 **5879 条**（动态 UAV RF 实体 4667 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 **5881 条**（动态 UAV RF 实体 4669 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 **5879 条**（动态 UAV RF 实体 4667 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 **5881 条**（动态 UAV RF 实体 4669 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_02693_bs_uav_v6_episode_000.tar.gz

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+oid sha256:0abb8c5f808b3c13e1439b11d5911d9b5648f7618f9924a25cc564dbbe676cf5
+size 211078839

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02694_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c18538df7da563f213f7d668c106821c82e58be43d85cd04ba7c0c45a3591f60
+size 209795834

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T13:08:02.289165+08:00",
+  "updated_shanghai": "2026-11-01T13:10:31.260934+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5879,
-  "dynamic_rf_samples": 4667,
+  "complete_samples": 5881,
+  "dynamic_rf_samples": 4669,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2703
+    "houston": 2705
   },
-  "unique_physical_groups": 5877,
-  "total_tar_bytes": 1065105773751,
+  "unique_physical_groups": 5879,
+  "total_tar_bytes": 1065526648424,
   "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

@@ -4665,3 +4665,5 @@
 {"record_id": "data_v6/houston_region_02690_bs_uav_v6_episode_000", "sample_id": "houston_region_02690_bs_uav_v6_episode_000", "scene_id": "houston_region_02690", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f741f05daa232b9f8d1689ded09cf1037c42b57f141c2f7cc39979ca00eb0fbf", "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_02690_bs_uav_v6_episode_000.tar.gz", "sha256": "2e4001b78c810d750ac8411c7371a2a3c552d8fe4126c2315e7e5fa8f8c866da", "bytes": 194120790, "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": "2026-11-01T13:05:44.945862+08:00", "export_seconds": 42.775, "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_02690_bs_uav_v6_episode_000.tar", "source_float32_sha256": "dc53c0aa61ddb03cbb3b89dd480e480c48b6739386379816ee0d14a9ffb81b24", "source_float32_bytes": 289351680, "source_float32_packaged_shanghai": "2026-11-01T13:04:59.182787+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": 421004153, "source_tar_bytes": 289351680, "conversion_and_verification_seconds": 23.897}}
 {"record_id": "data_v6/houston_region_02691_bs_uav_v6_episode_000", "sample_id": "houston_region_02691_bs_uav_v6_episode_000", "scene_id": "houston_region_02691", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f3862d3a06d192b58f0ec552886065e844d6ed346b5c14dcd4e1716762fc0b42", "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_02691_bs_uav_v6_episode_000.tar.gz", "sha256": "abadab46f656cf1544b90b28499872758db4f2647b2929f7393c46a04ab4b378", "bytes": 151248997, "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": "2026-11-01T13:07:55.656707+08:00", "export_seconds": 37.14, "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_02691_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c83caa2ab5be896ffcd0f3a0f6c3ddf792a71b59823d13671de606dc7e0db32f", "source_float32_bytes": 211220480, "source_float32_packaged_shanghai": "2026-11-01T13:07:16.677699+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": 428622062, "source_tar_bytes": 211220480, "conversion_and_verification_seconds": 22.362}}
 {"record_id": "data_v6/houston_region_02692_bs_uav_v6_episode_000", "sample_id": "houston_region_02692_bs_uav_v6_episode_000", "scene_id": "houston_region_02692", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f70ba2095064fbb093684c7b78957cb1b564e2ea8b6ddf0bd3e69a49ed9c38ba", "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_02692_bs_uav_v6_episode_000.tar.gz", "sha256": "3fab9f9e698ed6591a1873970c14966f195a0d9ad72e34792447cb1c772bdaa4", "bytes": 183094936, "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": "2026-11-01T13:07:58.696683+08:00", "export_seconds": 40.18, "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_02692_bs_uav_v6_episode_000.tar", "source_float32_sha256": "9be5a6b4041ef01bf34240c878566e2c69459536e575a3a18f61c859dea1f185", "source_float32_bytes": 259758080, "source_float32_packaged_shanghai": "2026-11-01T13:07:18.192752+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": 422386249, "source_tar_bytes": 259758080, "conversion_and_verification_seconds": 22.829}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11332162
+oid sha256:557b89b443d9053096ff640b78f3badb5af2759f06e7f6b5086b03db53cfc8a4
+size 11336026