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 **5885 条**（动态 UAV RF 实体 4673 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 **5887 条**（动态 UAV RF 实体 4675 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 **5885 条**（动态 UAV RF 实体 4673 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 **5887 条**（动态 UAV RF 实体 4675 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_02699_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:665581636db183fd53fcf656dfe067a23d7cb096494aca4aa0c7da83a2cb9f80
+size 203891860

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02700_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714ea4c02480d1d54fc95465dbcf2d338e9ff88ef13b92c777d534ee8c7d1881
+size 190421749

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T13:13:54.384516+08:00",
+  "updated_shanghai": "2026-11-01T13:16:02.472319+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5885,
-  "dynamic_rf_samples": 4673,
+  "complete_samples": 5887,
+  "dynamic_rf_samples": 4675,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2709
+    "houston": 2711
   },
-  "unique_physical_groups": 5883,
-  "total_tar_bytes": 1066215031502,
+  "unique_physical_groups": 5885,
+  "total_tar_bytes": 1066609345111,
   "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

@@ -4671,3 +4671,5 @@
 {"record_id": "data_v6/houston_region_02696_bs_uav_v6_episode_000", "sample_id": "houston_region_02696_bs_uav_v6_episode_000", "scene_id": "houston_region_02696", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "67b519f481f18faf43fd08c56ab98f4ee0298bedaaa0f90f5547ff575ed8f048", "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_02696_bs_uav_v6_episode_000.tar.gz", "sha256": "04f4d7335f88e7122b12b1238c665aaf81f43dd0a48ad0d3b1a42c59f492b540", "bytes": 188313472, "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": "2026-11-01T13:11:24.760551+08:00", "export_seconds": 41.564, "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_02696_bs_uav_v6_episode_000.tar", "source_float32_sha256": "2bdf198e6ce0df5fddb03b26d10ce95fb4c773c7f7e4f549743b951a1453f25e", "source_float32_bytes": 271226880, "source_float32_packaged_shanghai": "2026-11-01T13:10:41.180135+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": 426368951, "source_tar_bytes": 271226880, "conversion_and_verification_seconds": 22.247}}
 {"record_id": "data_v6/houston_region_02697_bs_uav_v6_episode_000", "sample_id": "houston_region_02697_bs_uav_v6_episode_000", "scene_id": "houston_region_02697", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8af6c189d31fc91b0f7b9a4987f95b920ebf02d90d0443f75346670bd623fa9b", "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_02697_bs_uav_v6_episode_000.tar.gz", "sha256": "7ae0f95c77ff04254b150b6a8d426e7d7650a2956a26e2ffb0d612743389a943", "bytes": 174159791, "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": "2026-11-01T13:13:39.794682+08:00", "export_seconds": 41.725, "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_02697_bs_uav_v6_episode_000.tar", "source_float32_sha256": "19b4e60fd9e1f4168f0f7aa7789aaf01d8fb097c4e8bf55245a638d622a0e3bb", "source_float32_bytes": 261611520, "source_float32_packaged_shanghai": "2026-11-01T13:12:53.853148+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": 422119580, "source_tar_bytes": 261611520, "conversion_and_verification_seconds": 24.275}}
 {"record_id": "data_v6/houston_region_02698_bs_uav_v6_episode_000", "sample_id": "houston_region_02698_bs_uav_v6_episode_000", "scene_id": "houston_region_02698", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "f83bbc7b0dfe60ba204b56d5c1ed04f2640ec93ae3071eb9f1445540ab87b5f9", "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_02698_bs_uav_v6_episode_000.tar.gz", "sha256": "3517797590cb7f8106b37828d3e6150d360cdf9092fc4cd1c5cd7b172034fa16", "bytes": 176340514, "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": "2026-11-01T13:13:41.229890+08:00", "export_seconds": 43.16, "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_02698_bs_uav_v6_episode_000.tar", "source_float32_sha256": "067d7d73051104149b48080546e73cd01a590921acff1793b5314db91f5aa85a", "source_float32_bytes": 265175040, "source_float32_packaged_shanghai": "2026-11-01T13:12:55.249062+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": 430082882, "source_tar_bytes": 265175040, "conversion_and_verification_seconds": 25.732}}
+{"record_id": "data_v6/houston_region_02699_bs_uav_v6_episode_000", "sample_id": "houston_region_02699_bs_uav_v6_episode_000", "scene_id": "houston_region_02699", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dcd95fa05122eb1ea2ca51500a94e74fa44a069d326205f62eaf0926f0b5de9b", "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_02699_bs_uav_v6_episode_000.tar.gz", "sha256": "665581636db183fd53fcf656dfe067a23d7cb096494aca4aa0c7da83a2cb9f80", "bytes": 203891860, "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": "2026-11-01T13:16:01.572495+08:00", "export_seconds": 43.901, "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_02699_bs_uav_v6_episode_000.tar", "source_float32_sha256": "e7428fe64be4b646c951ebaa495fb79c586ad2c746071cdefb57ac8d2b27eb71", "source_float32_bytes": 305797120, "source_float32_packaged_shanghai": "2026-11-01T13:15:13.052821+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": 428646621, "source_tar_bytes": 305797120, "conversion_and_verification_seconds": 25.384}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 11343753
+oid sha256:2b1fc536dbc48b4c22fade35287049f58a004f2b02e3c5cde9d8b902e825a803
+size 11347617