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 **5735 条**（动态 UAV RF 实体 4523 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 **5736 条**（动态 UAV RF 实体 4524 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 **5735 条**（动态 UAV RF 实体 4523 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 **5736 条**（动态 UAV RF 实体 4524 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_02537_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:491626f54b6d09e5f347b6f53d52d727f0d254b5a68227569e73902fbc937285
+size 164914820

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:56:21.864609+08:00",
+  "updated_shanghai": "2026-11-01T10:57:30.325206+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5735,
-  "dynamic_rf_samples": 4523,
+  "complete_samples": 5736,
+  "dynamic_rf_samples": 4524,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2559
+    "houston": 2560
   },
-  "unique_physical_groups": 5733,
-  "total_tar_bytes": 1038355301777,
+  "unique_physical_groups": 5734,
+  "total_tar_bytes": 1038520216597,
   "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

@@ -4521,3 +4521,4 @@
 {"record_id": "data_v6/houston_region_02534_bs_uav_v6_episode_000", "sample_id": "houston_region_02534_bs_uav_v6_episode_000", "scene_id": "houston_region_02534", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "54d5932b81a854697a5061fafc25f731906094b831adbb3e6e9a21211e2d0e73", "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_02534_bs_uav_v6_episode_000.tar.gz", "sha256": "82ed22ca239e77fb6a158e35d4adc2e7d5a55920186dbf1f00624c35098c38ba", "bytes": 178534039, "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": "2026-11-01T10:55:07.388099+08:00", "export_seconds": 42.634, "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_02534_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0a4f289f50dcd00044fea1bc63ffe6bdc87fb2be4cc1d428647b4a89b773ab81", "source_float32_bytes": 270489600, "source_float32_packaged_shanghai": "2026-11-01T10:54:23.019523+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": 412098682, "source_tar_bytes": 270489600, "conversion_and_verification_seconds": 24.197}}
 {"record_id": "data_v6/houston_region_02535_bs_uav_v6_episode_000", "sample_id": "houston_region_02535_bs_uav_v6_episode_000", "scene_id": "houston_region_02535", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f1ac0ae17310da900b630369d36ce0cb8ded45d54ba553058342094aedbf5130", "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_02535_bs_uav_v6_episode_000.tar.gz", "sha256": "7a96dcdeed89057c4cca68d8fac54fbdcb4705dceb4d836f51655cab26192cb0", "bytes": 192829989, "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": "2026-11-01T10:56:21.510801+08:00", "export_seconds": 44.971, "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_02535_bs_uav_v6_episode_000.tar", "source_float32_sha256": "8530b5f339112e98549d696b5efbcee4832e2e3691b312d8883629b54c3d089e", "source_float32_bytes": 282603520, "source_float32_packaged_shanghai": "2026-11-01T10:55:34.328242+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": 431755597, "source_tar_bytes": 282603520, "conversion_and_verification_seconds": 25.891}}
 {"record_id": "data_v6/houston_region_02536_bs_uav_v6_episode_000", "sample_id": "houston_region_02536_bs_uav_v6_episode_000", "scene_id": "houston_region_02536", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "9fae0a435f2261ffd613d54ae76ed4a17d2ff843fc22eac12b1131b6c7053270", "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_02536_bs_uav_v6_episode_000.tar.gz", "sha256": "8fd15df102b2eaa6caab8f4323dcbec283cd50d3f215870388f224847adae6db", "bytes": 164023177, "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": "2026-11-01T10:56:18.285541+08:00", "export_seconds": 41.745, "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_02536_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6b0b674edacd31ea1bb64c752dd9086011752e55b16a64297d790365e1d26b97", "source_float32_bytes": 231362560, "source_float32_packaged_shanghai": "2026-11-01T10:55:30.671895+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": 430661465, "source_tar_bytes": 231362560, "conversion_and_verification_seconds": 24.699}}
+{"record_id": "data_v6/houston_region_02537_bs_uav_v6_episode_000", "sample_id": "houston_region_02537_bs_uav_v6_episode_000", "scene_id": "houston_region_02537", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "ffe3f9f8f954c57634f0495c0f99c6e86533b394f56655108864390220c066c0", "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_02537_bs_uav_v6_episode_000.tar.gz", "sha256": "491626f54b6d09e5f347b6f53d52d727f0d254b5a68227569e73902fbc937285", "bytes": 164914820, "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": "2026-11-01T10:57:26.662162+08:00", "export_seconds": 38.976, "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_02537_bs_uav_v6_episode_000.tar", "source_float32_sha256": "de7e9da1d5131135a9f5771f47f5ed9de3c8aaa2451bca1e2fc481f29e8d29b2", "source_float32_bytes": 236185600, "source_float32_packaged_shanghai": "2026-11-01T10:56:43.063314+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": 428614821, "source_tar_bytes": 236185600, "conversion_and_verification_seconds": 23.121}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8e5fd352081a9e7ade57134a3d6ccae37e9783f04d31fbc57ec46499a619787a
-size 11053991
+oid sha256:9d06d5c42c7d09aafe41e20c10dbf5a20469086b9080421f688c941183ea90f8
+size 11055923