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 **5889 条**（动态 UAV RF 实体 4677 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 **5890 条**（动态 UAV RF 实体 4678 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 **5889 条**（动态 UAV RF 实体 4677 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 **5890 条**（动态 UAV RF 实体 4678 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_02703_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:912cdc14a637db4fc9709f531f981d2d110c79fe7e78d15560ed71b8cf68ec9f
+size 174489115

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T13:18:31.554706+08:00",
+  "updated_shanghai": "2026-11-01T13:19:26.394075+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5889,
-  "dynamic_rf_samples": 4677,
+  "complete_samples": 5890,
+  "dynamic_rf_samples": 4678,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2713
+    "houston": 2714
   },
-  "unique_physical_groups": 5887,
-  "total_tar_bytes": 1066982344768,
+  "unique_physical_groups": 5888,
+  "total_tar_bytes": 1067156833883,
   "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

@@ -4675,3 +4675,4 @@
 {"record_id": "data_v6/houston_region_02700_bs_uav_v6_episode_000", "sample_id": "houston_region_02700_bs_uav_v6_episode_000", "scene_id": "houston_region_02700", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "a9c45bf60450b219204d09a95522bf8969b3425fbab6f753fdad6468158760e2", "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_02700_bs_uav_v6_episode_000.tar.gz", "sha256": "714ea4c02480d1d54fc95465dbcf2d338e9ff88ef13b92c777d534ee8c7d1881", "bytes": 190421749, "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": "2026-11-01T13:15:59.360098+08:00", "export_seconds": 41.689, "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_02700_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4ef91290171dd58018b245383a02432dabe7ec28048cef2d77435548788c5274", "source_float32_bytes": 287201280, "source_float32_packaged_shanghai": "2026-11-01T13:15:11.917473+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": 418021702, "source_tar_bytes": 287201280, "conversion_and_verification_seconds": 23.522}}
 {"record_id": "data_v6/houston_region_02701_bs_uav_v6_episode_000", "sample_id": "houston_region_02701_bs_uav_v6_episode_000", "scene_id": "houston_region_02701", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "965368a90b9155a9b5dc669593f6b2696eb4755929eb8d644aaeacc5bb2f6001", "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_02701_bs_uav_v6_episode_000.tar.gz", "sha256": "2b21951630780be24483c6bbe7d5b1888af8cc371524ea881d8faefedacbcb03", "bytes": 168878098, "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": "2026-11-01T13:17:01.623726+08:00", "export_seconds": 39.291, "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_02701_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f8b20b7d78ffad47f1037954ed1c74230cc6c1dfcdcfc433ece0dc37ab7809c8", "source_float32_bytes": 247152640, "source_float32_packaged_shanghai": "2026-11-01T13:16:20.669481+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": 417911352, "source_tar_bytes": 247152640, "conversion_and_verification_seconds": 23.251}}
 {"record_id": "data_v6/houston_region_02702_bs_uav_v6_episode_000", "sample_id": "houston_region_02702_bs_uav_v6_episode_000", "scene_id": "houston_region_02702", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "a153e9d57616068fc5c7ca633a0760c20e74a91fc754455f1fc0e15cb0d7b616", "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_02702_bs_uav_v6_episode_000.tar.gz", "sha256": "62df61f91affe28258394110e22a0d57833d317159db46702606ad6d0615e6c0", "bytes": 204121559, "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": "2026-11-01T13:18:16.100143+08:00", "export_seconds": 43.498, "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_02702_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a1607edf4dabf3e676a2cab7b51985fa388e7bdca8f4f19b8f9d0b1651ff8962", "source_float32_bytes": 292515840, "source_float32_packaged_shanghai": "2026-11-01T13:17:27.874940+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": 428511626, "source_tar_bytes": 292515840, "conversion_and_verification_seconds": 24.501}}
+{"record_id": "data_v6/houston_region_02703_bs_uav_v6_episode_000", "sample_id": "houston_region_02703_bs_uav_v6_episode_000", "scene_id": "houston_region_02703", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e0a968dbed35c331ab9c5ccae908172d8f281f99dc0b6eeee71c08cdd7935d30", "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_02703_bs_uav_v6_episode_000.tar.gz", "sha256": "912cdc14a637db4fc9709f531f981d2d110c79fe7e78d15560ed71b8cf68ec9f", "bytes": 174489115, "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": "2026-11-01T13:19:19.456459+08:00", "export_seconds": 41.95, "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_02703_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4b8bc6c20993f0ed96948e2961c8b2ceb8c28ad21da41562dc302a6c9532fec7", "source_float32_bytes": 252446720, "source_float32_packaged_shanghai": "2026-11-01T13:18:33.209656+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": 429975874, "source_tar_bytes": 252446720, "conversion_and_verification_seconds": 25.321}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:499f376a7858d7af605678b0a58403080dae7799128a8ef3878f2cf0183e9c82
-size 11351481
+oid sha256:4582eca0778f1471b3aa68a20fe42911ed4ebf0ab8e6da0f5ca5257643fcf659
+size 11353412