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 **5753 条**（动态 UAV RF 实体 4541 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 **5754 条**（动态 UAV RF 实体 4542 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 **5753 条**（动态 UAV RF 实体 4541 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 **5754 条**（动态 UAV RF 实体 4542 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_02556_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5529f0fe7b8fb413ecb17a4ec66e325b5d579c6675400bbe8b7329974a309c7
+size 161973773

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:13:40.715233+08:00",
+  "updated_shanghai": "2026-11-01T11:15:24.291415+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5753,
-  "dynamic_rf_samples": 4541,
+  "complete_samples": 5754,
+  "dynamic_rf_samples": 4542,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2577
+    "houston": 2578
   },
-  "unique_physical_groups": 5751,
-  "total_tar_bytes": 1041653354035,
+  "unique_physical_groups": 5752,
+  "total_tar_bytes": 1041815327808,
   "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

@@ -4539,3 +4539,4 @@
 {"record_id": "data_v6/houston_region_02552_bs_uav_v6_episode_000", "sample_id": "houston_region_02552_bs_uav_v6_episode_000", "scene_id": "houston_region_02552", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "7012b4a78d32375b5f93e266553f48dce5bdb6549387307573781ea09b8aeeb8", "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_02552_bs_uav_v6_episode_000.tar.gz", "sha256": "9dab015515b42b1877a998ac55f72d55f5ae419a60f3696e0cf4c25963a7299b", "bytes": 210573453, "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": "2026-11-01T11:12:11.437675+08:00", "export_seconds": 42.987, "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_02552_bs_uav_v6_episode_000.tar", "source_float32_sha256": "3eb07ae213991d4d4897aad6e38c79cf6bc2282cdf0bd9eb9207cb1fe3651a2c", "source_float32_bytes": 312207360, "source_float32_packaged_shanghai": "2026-11-01T11:11:26.292348+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": 424611139, "source_tar_bytes": 312207360, "conversion_and_verification_seconds": 23.075}}
 {"record_id": "data_v6/houston_region_02553_bs_uav_v6_episode_000", "sample_id": "houston_region_02553_bs_uav_v6_episode_000", "scene_id": "houston_region_02553", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "eec915a7c67a5a3a9f28faddec8eb5f8ca5aa31cb6277a922a1d1a3fd8f45bf7", "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_02553_bs_uav_v6_episode_000.tar.gz", "sha256": "c85d4c199881341526650f412015ce8362f79a9f9c8f97114bb3afcdeb9ce34f", "bytes": 186827678, "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": "2026-11-01T11:13:22.348580+08:00", "export_seconds": 42.689, "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_02553_bs_uav_v6_episode_000.tar", "source_float32_sha256": "bd32e476b4316db932722ef2c84e679923d2c127cb75f1130decbdd8dd91e1b6", "source_float32_bytes": 278548480, "source_float32_packaged_shanghai": "2026-11-01T11:12:34.089779+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": 430436585, "source_tar_bytes": 278548480, "conversion_and_verification_seconds": 24.769}}
 {"record_id": "data_v6/houston_region_02554_bs_uav_v6_episode_000", "sample_id": "houston_region_02554_bs_uav_v6_episode_000", "scene_id": "houston_region_02554", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "d40d16a3733ee49b3a2d977af681f679cd84087b926140378904338b046bee06", "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_02554_bs_uav_v6_episode_000.tar.gz", "sha256": "cfab28c260f71b63d23b77a198537619ef99cdbb739504cb1bbdc5e266239dd0", "bytes": 173262933, "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": "2026-11-01T11:13:14.669378+08:00", "export_seconds": 41.014, "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_02554_bs_uav_v6_episode_000.tar", "source_float32_sha256": "029c7531e586dfa27950e752d7528a82f5c4562a65194eca1c81be3d32ea4d46", "source_float32_bytes": 264058880, "source_float32_packaged_shanghai": "2026-11-01T11:12:32.430542+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": 426495444, "source_tar_bytes": 264058880, "conversion_and_verification_seconds": 23.997}}
+{"record_id": "data_v6/houston_region_02556_bs_uav_v6_episode_000", "sample_id": "houston_region_02556_bs_uav_v6_episode_000", "scene_id": "houston_region_02556", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "a2ef3226220c3540d75d9fcd928e3555e211f98a9b8fce0534f29c6d739336e9", "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_02556_bs_uav_v6_episode_000.tar.gz", "sha256": "c5529f0fe7b8fb413ecb17a4ec66e325b5d579c6675400bbe8b7329974a309c7", "bytes": 161973773, "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": "2026-11-01T11:15:22.259677+08:00", "export_seconds": 38.427, "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_02556_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f64d0ada481e1317ec7d5d9fdcf947712cf303485a6624c226ab5897ce33fcd6", "source_float32_bytes": 216340480, "source_float32_packaged_shanghai": "2026-11-01T11:14:41.944562+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": 425610837, "source_tar_bytes": 216340480, "conversion_and_verification_seconds": 22.483}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4ff4b3d3e5df133f4ca22c84cd7016edb98021e6ee7d8959d8eb8360d7f94b08
-size 11088766
+oid sha256:973aaa7da1deeb2e9da574816b2efe4d049c42995586b79218304839ab3decca
+size 11090698