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 **5790 条**（动态 UAV RF 实体 4578 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 **5791 条**（动态 UAV RF 实体 4579 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 **5790 条**（动态 UAV RF 实体 4578 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 **5791 条**（动态 UAV RF 实体 4579 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_02599_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27a00f1c5651b134872d21023f9c8b2d6536e35c35b05b42931462c966c483df
+size 211695512

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:47:25.772281+08:00",
+  "updated_shanghai": "2026-11-01T11:48:22.833767+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5790,
-  "dynamic_rf_samples": 4578,
+  "complete_samples": 5791,
+  "dynamic_rf_samples": 4579,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2614
+    "houston": 2615
   },
-  "unique_physical_groups": 5788,
-  "total_tar_bytes": 1048480319370,
+  "unique_physical_groups": 5789,
+  "total_tar_bytes": 1048692014882,
   "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

@@ -4576,3 +4576,4 @@
 {"record_id": "data_v6/houston_region_02596_bs_uav_v6_episode_000", "sample_id": "houston_region_02596_bs_uav_v6_episode_000", "scene_id": "houston_region_02596", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e0359ab09d6b6ee8c6b1a256432624ea178b08d8201e71125c956450a16b07f2", "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_02596_bs_uav_v6_episode_000.tar.gz", "sha256": "4caf2d4720af024d7e50864a45c0a249eee210a6bcb29e9a89b597226679074d", "bytes": 179523366, "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": "2026-11-01T11:44:43.603937+08:00", "export_seconds": 41.585, "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_02596_bs_uav_v6_episode_000.tar", "source_float32_sha256": "681b7a95d594b7eb527ca1744ce7a8735b979d65266d403f4e03e019fc17c934", "source_float32_bytes": 261099520, "source_float32_packaged_shanghai": "2026-11-01T11:44:00.962799+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": 426547991, "source_tar_bytes": 261099520, "conversion_and_verification_seconds": 24.258}}
 {"record_id": "data_v6/houston_region_02597_bs_uav_v6_episode_000", "sample_id": "houston_region_02597_bs_uav_v6_episode_000", "scene_id": "houston_region_02597", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "a9092915d40dfa0aac14d59a53f79aaab4d2fb1e3b5a6e7341be44091c89a531", "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_02597_bs_uav_v6_episode_000.tar.gz", "sha256": "09355331a75cfa6e2e3bf7e1566fed3f17261c3e7022fa25f755f0c1bbc81927", "bytes": 194625139, "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": "2026-11-01T11:45:56.988102+08:00", "export_seconds": 43.891, "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_02597_bs_uav_v6_episode_000.tar", "source_float32_sha256": "008f7c8b77e04f79ea17879a01f2ed318b41e5eb02bf23a9a98047a7e69310d3", "source_float32_bytes": 281323520, "source_float32_packaged_shanghai": "2026-11-01T11:45:12.098052+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": 428485068, "source_tar_bytes": 281323520, "conversion_and_verification_seconds": 25.698}}
 {"record_id": "data_v6/houston_region_02598_bs_uav_v6_episode_000", "sample_id": "houston_region_02598_bs_uav_v6_episode_000", "scene_id": "houston_region_02598", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "fe4071893906d92d637b6351a5a63cda8419fae40996790b40582d9d22269861", "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_02598_bs_uav_v6_episode_000.tar.gz", "sha256": "f57ba29c36fb5746ba1836a3f4bf7b2f87dadfee8ddc3ef2784148468a9a6b35", "bytes": 242605249, "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": "2026-11-01T11:47:11.779197+08:00", "export_seconds": 47.337, "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_02598_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6698a2ae21a132d9f1fc27dbf250449b04bb3a315871383d9ba9ce5cb346878b", "source_float32_bytes": 342712320, "source_float32_packaged_shanghai": "2026-11-01T11:46:19.026527+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": 422525799, "source_tar_bytes": 342712320, "conversion_and_verification_seconds": 25.64}}
+{"record_id": "data_v6/houston_region_02599_bs_uav_v6_episode_000", "sample_id": "houston_region_02599_bs_uav_v6_episode_000", "scene_id": "houston_region_02599", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dc75fae03bff9a2a7acb97700133bc54d46dbd8c3b3a4b62989fc52db4e54447", "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_02599_bs_uav_v6_episode_000.tar.gz", "sha256": "27a00f1c5651b134872d21023f9c8b2d6536e35c35b05b42931462c966c483df", "bytes": 211695512, "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": "2026-11-01T11:48:15.014803+08:00", "export_seconds": 44.837, "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_02599_bs_uav_v6_episode_000.tar", "source_float32_sha256": "227460987375bd26c1a1626143727813dce2153275d06421e752fdfdde3c8916", "source_float32_bytes": 289280000, "source_float32_packaged_shanghai": "2026-11-01T11:47:26.142974+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": 422397647, "source_tar_bytes": 289280000, "conversion_and_verification_seconds": 23.701}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e53d0adb9e4b0198952079fa90716d6fee102f20be1ae3f924e9a1b9fed70cbd
-size 11160240
+oid sha256:f4d2c12f8b607eceb1161b7d305f8befcd37b917cb1f50133aa1c57a9f2091b7
+size 11162172