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 **5650 条**（动态 UAV RF 实体 4438 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 **5651 条**（动态 UAV RF 实体 4439 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 **5650 条**（动态 UAV RF 实体 4438 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 **5651 条**（动态 UAV RF 实体 4439 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_02444_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9b4794cbb956c94a9d00642ea9cc935e1a86762b3545b7ece4ce43ddcce334e
+size 159653729

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T09:37:31.723271+08:00",
+  "updated_shanghai": "2026-11-01T09:38:52.271824+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5650,
-  "dynamic_rf_samples": 4438,
+  "complete_samples": 5651,
+  "dynamic_rf_samples": 4439,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2474
+    "houston": 2475
   },
-  "unique_physical_groups": 5648,
-  "total_tar_bytes": 1022212568476,
+  "unique_physical_groups": 5649,
+  "total_tar_bytes": 1022372222205,
   "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

@@ -4436,3 +4436,4 @@
 {"record_id": "data_v6/houston_region_02440_bs_uav_v6_episode_000", "sample_id": "houston_region_02440_bs_uav_v6_episode_000", "scene_id": "houston_region_02440", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "b176ea9fca45ef5f9bf63f6e9ff8bdb680bc8b006b7a39d7f4069e30a0985bb5", "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_02440_bs_uav_v6_episode_000.tar.gz", "sha256": "09e38d1f3cd21a44479406ece3eb313cb7aa8ee97a6646fe4f4695ad5e9832fb", "bytes": 138796277, "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": "2026-11-01T09:35:15.275248+08:00", "export_seconds": 35.658, "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_02440_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0b5e70824901ee69445babdfa0839dd598d3e8a0f46b43625a442c49b6edaa91", "source_float32_bytes": 217282560, "source_float32_packaged_shanghai": "2026-11-01T09:34:37.594997+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": 402664290, "source_tar_bytes": 217282560, "conversion_and_verification_seconds": 20.576}}
 {"record_id": "data_v6/houston_region_02441_bs_uav_v6_episode_000", "sample_id": "houston_region_02441_bs_uav_v6_episode_000", "scene_id": "houston_region_02441", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "b67b0ba2bf18412b8574ec2a1c854f8929921935b4468142aefe96f1dd3c3d87", "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_02441_bs_uav_v6_episode_000.tar.gz", "sha256": "ecab29977271cd95cf326b424312af695be6952ddb5da6e166bc3475668c3dcd", "bytes": 172493042, "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": "2026-11-01T09:36:27.315029+08:00", "export_seconds": 39.14, "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_02441_bs_uav_v6_episode_000.tar", "source_float32_sha256": "868bf5b849ef843b44accd467b0b5f0fd9811711425dcb88dcbd57130ceba117", "source_float32_bytes": 259307520, "source_float32_packaged_shanghai": "2026-11-01T09:35:43.536032+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": 414793756, "source_tar_bytes": 259307520, "conversion_and_verification_seconds": 21.812}}
 {"record_id": "data_v6/houston_region_02442_bs_uav_v6_episode_000", "sample_id": "houston_region_02442_bs_uav_v6_episode_000", "scene_id": "houston_region_02442", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f9b609f97415d0871673e51ec7c247da89f1a22eab2f9b8bc61ee22a50899867", "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_02442_bs_uav_v6_episode_000.tar.gz", "sha256": "7ab424f9304958b8d759a7ae78cc113841647b9883efc662177d2d32efd8a2a4", "bytes": 159297663, "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": "2026-11-01T09:37:31.033210+08:00", "export_seconds": 38.637, "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_02442_bs_uav_v6_episode_000.tar", "source_float32_sha256": "5a2cbd7745b1f68ce1f0d20847aea0f558d33e5e944ca6727262c7f956e3e434", "source_float32_bytes": 251187200, "source_float32_packaged_shanghai": "2026-11-01T09:36:51.933116+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": 412596072, "source_tar_bytes": 251187200, "conversion_and_verification_seconds": 21.992}}
+{"record_id": "data_v6/houston_region_02444_bs_uav_v6_episode_000", "sample_id": "houston_region_02444_bs_uav_v6_episode_000", "scene_id": "houston_region_02444", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "d471f2b031e3e5f6ed47c2fa29e0694f2a0aca97618d2faa9f64b3fa7c6d3e43", "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_02444_bs_uav_v6_episode_000.tar.gz", "sha256": "c9b4794cbb956c94a9d00642ea9cc935e1a86762b3545b7ece4ce43ddcce334e", "bytes": 159653729, "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": "2026-11-01T09:38:42.174967+08:00", "export_seconds": 39.477, "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_02444_bs_uav_v6_episode_000.tar", "source_float32_sha256": "b9b4b3f0e2cbc5de3e5976a38dbc132bd1603f8ad2ce3bbf85962b8ff8e0907d", "source_float32_bytes": 247705600, "source_float32_packaged_shanghai": "2026-11-01T09:38:01.065215+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": 426537108, "source_tar_bytes": 247705600, "conversion_and_verification_seconds": 23.592}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:df1d5b4c3ec7dbd982c59d5e30db4e1e55c3c05a52b8372dbc2ff35a28cf8fd1
-size 10889794
+oid sha256:b0d4835e71635190bf14ca1c8b7c8e9f669fa648ba4fee84d49a40c75d7abb6e
+size 10891726