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 **5655 条**（动态 UAV RF 实体 4443 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 **5656 条**（动态 UAV RF 实体 4444 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 **5655 条**（动态 UAV RF 实体 4443 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 **5656 条**（动态 UAV RF 实体 4444 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_02448_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5453f7d7b509011e9fab66ec28c65e65a309ad3d3b27ebd44d1502789dae5f6b
+size 188080517

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T09:42:23.172034+08:00",
+  "updated_shanghai": "2026-11-01T09:43:22.241642+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5655,
-  "dynamic_rf_samples": 4443,
+  "complete_samples": 5656,
+  "dynamic_rf_samples": 4444,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2479
+    "houston": 2480
   },
-  "unique_physical_groups": 5653,
-  "total_tar_bytes": 1023165094765,
+  "unique_physical_groups": 5654,
+  "total_tar_bytes": 1023353175282,
   "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

@@ -4441,3 +4441,4 @@
 {"record_id": "data_v6/houston_region_02445_bs_uav_v6_episode_000", "sample_id": "houston_region_02445_bs_uav_v6_episode_000", "scene_id": "houston_region_02445", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "24f6486e75248e55b4a14be0fe1ea028fafe0e84915aa9644d1580f145aba811", "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_02445_bs_uav_v6_episode_000.tar.gz", "sha256": "01ea633c617c886a22946618063e844565929bb41ea9046006df08badd035d04", "bytes": 199048545, "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": "2026-11-01T09:40:59.436275+08:00", "export_seconds": 42.679, "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_02445_bs_uav_v6_episode_000.tar", "source_float32_sha256": "2f6aa658d428600063aea4dccdcf4aaf7ab7e58d6a4a96e04441527dfd23d117", "source_float32_bytes": 305192960, "source_float32_packaged_shanghai": "2026-11-01T09:40:16.382438+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": 420709228, "source_tar_bytes": 305192960, "conversion_and_verification_seconds": 23.751}}
 {"record_id": "data_v6/houston_region_02446_bs_uav_v6_episode_000", "sample_id": "houston_region_02446_bs_uav_v6_episode_000", "scene_id": "houston_region_02446", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "395847e26856d3f1544b2c8bcf57be3c57827c843924414d285e0dec71223884", "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_02446_bs_uav_v6_episode_000.tar.gz", "sha256": "bc1a3fec0fdff53162e33fb45ea1f72edf6c77143fd27abbf76032371ca0f978", "bytes": 177813250, "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": "2026-11-01T09:40:57.176429+08:00", "export_seconds": 40.419, "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_02446_bs_uav_v6_episode_000.tar", "source_float32_sha256": "5fc8d96cea73cadc44ac3955190e5c0fd42ee33506564d70182caacaa7654fb1", "source_float32_bytes": 283678720, "source_float32_packaged_shanghai": "2026-11-01T09:40:15.901278+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": 425052644, "source_tar_bytes": 283678720, "conversion_and_verification_seconds": 22.693}}
 {"record_id": "data_v6/houston_region_02447_bs_uav_v6_episode_000", "sample_id": "houston_region_02447_bs_uav_v6_episode_000", "scene_id": "houston_region_02447", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "ebc9f340efd0a7cfb1933e80324833e17f0878b94ec9cb0e63734c89ddd00fc2", "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_02447_bs_uav_v6_episode_000.tar.gz", "sha256": "83f27d107b8c797d25070465cb6ca918fb714fc7a6f043a8d48d3de419fb1c92", "bytes": 207337942, "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": "2026-11-01T09:42:09.956772+08:00", "export_seconds": 43.719, "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_02447_bs_uav_v6_episode_000.tar", "source_float32_sha256": "63e20b6f66e3773770d438fe2f4d444c234bf8d0efda54137359fb8f98e0bd6c", "source_float32_bytes": 310927360, "source_float32_packaged_shanghai": "2026-11-01T09:41:24.931440+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": 428596894, "source_tar_bytes": 310927360, "conversion_and_verification_seconds": 24.605}}
+{"record_id": "data_v6/houston_region_02448_bs_uav_v6_episode_000", "sample_id": "houston_region_02448_bs_uav_v6_episode_000", "scene_id": "houston_region_02448", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "c15f5bb4e8e135a1a71c1649fe7568737f98b8fdc93f0f9b11b625d03f72b89f", "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_02448_bs_uav_v6_episode_000.tar.gz", "sha256": "5453f7d7b509011e9fab66ec28c65e65a309ad3d3b27ebd44d1502789dae5f6b", "bytes": 188080517, "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": "2026-11-01T09:43:17.420866+08:00", "export_seconds": 40.504, "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_02448_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c8d21de31d1d80a1e3afff9005b93bebc4c872d443d6ac01b45f16597e161255", "source_float32_bytes": 280545280, "source_float32_packaged_shanghai": "2026-11-01T09:42:32.435249+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": 426873975, "source_tar_bytes": 280545280, "conversion_and_verification_seconds": 22.853}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2a7531db371fd493437cd9456bf0ca2e29f1dd7f90720cdcca1066785ecca4e1
-size 10899454
+oid sha256:ed25c443dfba8f6c0725e453e8412ad21e4fcfdcccafb60cbb195759e986fea8
+size 10901386