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 **5760 条**（动态 UAV RF 实体 4548 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 **5761 条**（动态 UAV RF 实体 4549 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 **5760 条**（动态 UAV RF 实体 4548 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 **5761 条**（动态 UAV RF 实体 4549 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_02562_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e199c70450486e10f170c983803fbd91612e3c16816d8c0337ebb11eb2f4f601
+size 189280450

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:20:01.477904+08:00",
+  "updated_shanghai": "2026-11-01T11:21:15.657341+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5760,
-  "dynamic_rf_samples": 4548,
+  "complete_samples": 5761,
+  "dynamic_rf_samples": 4549,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2584
+    "houston": 2585
   },
-  "unique_physical_groups": 5758,
-  "total_tar_bytes": 1042918316001,
+  "unique_physical_groups": 5759,
+  "total_tar_bytes": 1043107596451,
   "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

@@ -4546,3 +4546,4 @@
 {"record_id": "data_v6/houston_region_02559_bs_uav_v6_episode_000", "sample_id": "houston_region_02559_bs_uav_v6_episode_000", "scene_id": "houston_region_02559", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e0f77c160b1213a3e15b1128c3b92ef540bbcbd71aac38276c34dbfefc40a08a", "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_02559_bs_uav_v6_episode_000.tar.gz", "sha256": "a718b8c72f13dcc48d5498baa91131155f9f71e69e962473f5e97172e945e035", "bytes": 209668530, "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": "2026-11-01T11:18:58.259425+08:00", "export_seconds": 43.489, "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_02559_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a92858a5865add7c20358239d68bf6e0a152a2f989f216166f0e019a3a256643", "source_float32_bytes": 303585280, "source_float32_packaged_shanghai": "2026-11-01T11:18:11.053827+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": 417637247, "source_tar_bytes": 303585280, "conversion_and_verification_seconds": 23.852}}
 {"record_id": "data_v6/houston_region_02560_bs_uav_v6_episode_000", "sample_id": "houston_region_02560_bs_uav_v6_episode_000", "scene_id": "houston_region_02560", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "744f6e757afffcc863e11320374c333a0da9c3816b2ed2afd0d929787a6fb006", "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_02560_bs_uav_v6_episode_000.tar.gz", "sha256": "33bf4af55ace79345c00ef6f3b4474c73d83347053ab5118c856ab3a82644f3c", "bytes": 194892708, "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": "2026-11-01T11:18:58.528921+08:00", "export_seconds": 43.758, "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_02560_bs_uav_v6_episode_000.tar", "source_float32_sha256": "75d595ec2406ac33113aafa6020674e80adf35fc0359c000225a0f436691c97e", "source_float32_bytes": 279306240, "source_float32_packaged_shanghai": "2026-11-01T11:18:11.535762+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": 423210449, "source_tar_bytes": 279306240, "conversion_and_verification_seconds": 25.434}}
 {"record_id": "data_v6/houston_region_02561_bs_uav_v6_episode_000", "sample_id": "houston_region_02561_bs_uav_v6_episode_000", "scene_id": "houston_region_02561", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "3f6affde00544a8adc2e398c69aec40eb6a075ccd37ad418b0b09b293396f3d7", "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_02561_bs_uav_v6_episode_000.tar.gz", "sha256": "b6a2c981cb278dd7e3f7c5ea99d14776717e9696743455a23a0463c5940e60bf", "bytes": 176535985, "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": "2026-11-01T11:19:54.403760+08:00", "export_seconds": 39.965, "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_02561_bs_uav_v6_episode_000.tar", "source_float32_sha256": "def5afec250c119538ef70fea32be3a987fc1c55d4d3a8833e2ccd540f463806", "source_float32_bytes": 260505600, "source_float32_packaged_shanghai": "2026-11-01T11:19:12.892544+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": 427177319, "source_tar_bytes": 260505600, "conversion_and_verification_seconds": 23.192}}
+{"record_id": "data_v6/houston_region_02562_bs_uav_v6_episode_000", "sample_id": "houston_region_02562_bs_uav_v6_episode_000", "scene_id": "houston_region_02562", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "aafeaa334748ce482ec93c83506c6e8461b1ed66ad0782fb76ddaa16d4d87a22", "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_02562_bs_uav_v6_episode_000.tar.gz", "sha256": "e199c70450486e10f170c983803fbd91612e3c16816d8c0337ebb11eb2f4f601", "bytes": 189280450, "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": "2026-11-01T11:21:13.047354+08:00", "export_seconds": 42.513, "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_02562_bs_uav_v6_episode_000.tar", "source_float32_sha256": "13004577723c81e8f0c257bec1ad674fbbf1aa44978c0dcc3ae6245c7a4cdeaa", "source_float32_bytes": 278425600, "source_float32_packaged_shanghai": "2026-11-01T11:20:25.656757+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": 424337164, "source_tar_bytes": 278425600, "conversion_and_verification_seconds": 23.787}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1776e56c1b4b965a78fe2bf33eb8b6121a51b521548b598908e480ed4c2ebec3
-size 11102290
+oid sha256:7273c67591ab1422f54d1d88e7ddf4a2687c7a84908684ba2bd3824d4c86f3b5
+size 11104222