Add 2 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 **5677 条**（动态 UAV RF 实体 4465 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 **5679 条**（动态 UAV RF 实体 4467 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 **5677 条**（动态 UAV RF 实体 4465 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 **5679 条**（动态 UAV RF 实体 4467 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_02470_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
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+oid sha256:c2857405fc9c988c731c85e4e9ecf47ed2bd791905e7299e93f722237a9b2149
+size 204378964

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02472_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:504f6d753bc4a417d4b7c4cdf81f24ee06036f928454d93c3539ca2f184fc8bb
+size 238267598

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:03:38.283545+08:00",
+  "updated_shanghai": "2026-11-01T10:05:57.689103+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5677,
-  "dynamic_rf_samples": 4465,
+  "complete_samples": 5679,
+  "dynamic_rf_samples": 4467,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2501
+    "houston": 2503
   },
-  "unique_physical_groups": 5675,
-  "total_tar_bytes": 1027580575672,
+  "unique_physical_groups": 5677,
+  "total_tar_bytes": 1028023222234,
   "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

@@ -4463,3 +4463,5 @@
 {"record_id": "data_v6/houston_region_02467_bs_uav_v6_episode_000", "sample_id": "houston_region_02467_bs_uav_v6_episode_000", "scene_id": "houston_region_02467", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "600a90b69ef538b6f7f1a913438062dd08691b16452b4481835ec5a38ed62154", "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_02467_bs_uav_v6_episode_000.tar.gz", "sha256": "04ac40398982b13c6f8932fca4caa283bbe32bbfd82ad2f56ff32ede35fbf9fb", "bytes": 205628737, "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": "2026-11-01T10:01:16.774480+08:00", "export_seconds": 43.333, "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_02467_bs_uav_v6_episode_000.tar", "source_float32_sha256": "cd3b1e263824e5178de74df4244cec151d56ab1d38607ee0d3cd568590a3dfa6", "source_float32_bytes": 300892160, "source_float32_packaged_shanghai": "2026-11-01T10:00:32.445479+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": 414397745, "source_tar_bytes": 300892160, "conversion_and_verification_seconds": 22.32}}
 {"record_id": "data_v6/houston_region_02468_bs_uav_v6_episode_000", "sample_id": "houston_region_02468_bs_uav_v6_episode_000", "scene_id": "houston_region_02468", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "d7cf7499005068d1c442e43e24809e5357ead016945b0bb96fdf4bb9e68c9ae9", "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_02468_bs_uav_v6_episode_000.tar.gz", "sha256": "b3b2bfa86db6ffedce3f89fee7cba5580bd452bb3f11d147dab37d02c414a2ca", "bytes": 198110690, "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": "2026-11-01T10:03:32.758501+08:00", "export_seconds": 44.289, "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_02468_bs_uav_v6_episode_000.tar", "source_float32_sha256": "7dd38b92b6ae3e6d339e62aafd08bf5edbb540a8ace6d6d76f7d0faef3081fb8", "source_float32_bytes": 294164480, "source_float32_packaged_shanghai": "2026-11-01T10:02:43.996995+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": 428232065, "source_tar_bytes": 294164480, "conversion_and_verification_seconds": 25.775}}
 {"record_id": "data_v6/houston_region_02469_bs_uav_v6_episode_000", "sample_id": "houston_region_02469_bs_uav_v6_episode_000", "scene_id": "houston_region_02469", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "9241bc279f6250b003566ffdcc0f8158bcd2a78591ce9f874c2ef475890af7e4", "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_02469_bs_uav_v6_episode_000.tar.gz", "sha256": "ac4ca4d6439b84e65a4a17b9c06156f4d5f00115bd6c002f7f3434f8fd764837", "bytes": 164728363, "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": "2026-11-01T10:03:30.962371+08:00", "export_seconds": 42.493, "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_02469_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c560fe135b0187a4c90a56335bd65947d1c8961efa6e9de10fb5fac8f557691f", "source_float32_bytes": 244940800, "source_float32_packaged_shanghai": "2026-11-01T10:02:43.667950+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": 433041932, "source_tar_bytes": 244940800, "conversion_and_verification_seconds": 26.181}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 10941950
+oid sha256:dcaa69178415438779345389c7e90e5253d07536965443df603c72933256c225
+size 10945813