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 **5621 条**（动态 UAV RF 实体 4409 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 **5622 条**（动态 UAV RF 实体 4410 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 **5621 条**（动态 UAV RF 实体 4409 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 **5622 条**（动态 UAV RF 实体 4410 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_02404_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae95842efeee653874a96cb1f69e832af0871cc0b21ef6da708693add5dab4f7
+size 179618627

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T09:09:39.884140+08:00",
+  "updated_shanghai": "2026-11-01T09:10:48.241023+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5621,
-  "dynamic_rf_samples": 4409,
+  "complete_samples": 5622,
+  "dynamic_rf_samples": 4410,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2445
+    "houston": 2446
   },
-  "unique_physical_groups": 5619,
-  "total_tar_bytes": 1017055084465,
+  "unique_physical_groups": 5620,
+  "total_tar_bytes": 1017234703092,
   "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

@@ -4407,3 +4407,4 @@
 {"record_id": "data_v6/houston_region_02401_bs_uav_v6_episode_000", "sample_id": "houston_region_02401_bs_uav_v6_episode_000", "scene_id": "houston_region_02401", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "9db37bbdb99e0ebf14da9b64191f74d6eb05220b1bdb5a5459cc8c49d1d8d36f", "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_02401_bs_uav_v6_episode_000.tar.gz", "sha256": "1da8f6b742fc1aa773a5c07eeaa1ca1de9c2d190e07037fa3b2ef27a33debc47", "bytes": 256017399, "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": "2026-11-01T09:08:33.401046+08:00", "export_seconds": 46.79, "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_02401_bs_uav_v6_episode_000.tar", "source_float32_sha256": "072fe58f149368c75b37972f33c8a276eef4063867d316ef518caefe581c156d", "source_float32_bytes": 359946240, "source_float32_packaged_shanghai": "2026-11-01T09:07:41.493757+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": 415294281, "source_tar_bytes": 359946240, "conversion_and_verification_seconds": 23.034}}
 {"record_id": "data_v6/houston_region_02402_bs_uav_v6_episode_000", "sample_id": "houston_region_02402_bs_uav_v6_episode_000", "scene_id": "houston_region_02402", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8dc6d6768ad2d8ffd17fbaf19941a51f222ecbb43f4787fa1bbbf6016242942a", "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_02402_bs_uav_v6_episode_000.tar.gz", "sha256": "6b35bf3bcf675e4be388567ea2ed697d5465de8504bfc248bff379f132ccf177", "bytes": 210226873, "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": "2026-11-01T09:08:31.112768+08:00", "export_seconds": 44.502, "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_02402_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c61ca9ffc59f1d766234436da5400c8710e918d97322902de80b4202ab33e1e6", "source_float32_bytes": 313722880, "source_float32_packaged_shanghai": "2026-11-01T09:07:40.512022+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": 417110059, "source_tar_bytes": 313722880, "conversion_and_verification_seconds": 22.61}}
 {"record_id": "data_v6/houston_region_02403_bs_uav_v6_episode_000", "sample_id": "houston_region_02403_bs_uav_v6_episode_000", "scene_id": "houston_region_02403", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dabf13b031d070dea31a59d07fdef7b4afd1e43e0c79421c48adcbaf3540ba6f", "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_02403_bs_uav_v6_episode_000.tar.gz", "sha256": "8e050e4d16827133810faf645213bb98ebb9678e616f2361ebe6b70408c19119", "bytes": 227845235, "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": "2026-11-01T09:09:37.451775+08:00", "export_seconds": 45.648, "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_02403_bs_uav_v6_episode_000.tar", "source_float32_sha256": "922dd4367ceecc0ca4dcf637a04aa33cf183d0c9bd1298f387cb9ce38a557ecc", "source_float32_bytes": 314521600, "source_float32_packaged_shanghai": "2026-11-01T09:08:49.878871+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": 413680403, "source_tar_bytes": 314521600, "conversion_and_verification_seconds": 24.262}}
+{"record_id": "data_v6/houston_region_02404_bs_uav_v6_episode_000", "sample_id": "houston_region_02404_bs_uav_v6_episode_000", "scene_id": "houston_region_02404", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "ddeb4fe3b886223f1ac22b93d0e72217a24e7fd79bcc19a22e408374cef0630b", "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_02404_bs_uav_v6_episode_000.tar.gz", "sha256": "ae95842efeee653874a96cb1f69e832af0871cc0b21ef6da708693add5dab4f7", "bytes": 179618627, "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": "2026-11-01T09:10:41.479130+08:00", "export_seconds": 45.848, "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_02404_bs_uav_v6_episode_000.tar", "source_float32_sha256": "41e7049d8d4e1c38971bbee8f6ec7c6a6714c8f6f02759fb4d40bff05661dc2f", "source_float32_bytes": 256061440, "source_float32_packaged_shanghai": "2026-11-01T09:09:53.208814+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": 421082760, "source_tar_bytes": 256061440, "conversion_and_verification_seconds": 26.815}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1eaee2daa179a68a131ef6f3b54230b1cb12369bb28d50abe104f5e0dcf75ee9
-size 10833769
+oid sha256:893d9c22643d5ddf3418784669e4df5fb6fb72d0985fd65688fce660b1f5d91a
+size 10835701