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 **5762 条**（动态 UAV RF 实体 4550 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 **5764 条**（动态 UAV RF 实体 4552 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 **5762 条**（动态 UAV RF 实体 4550 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 **5764 条**（动态 UAV RF 实体 4552 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_02564_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d268c307aedecc35bf035434e8913fcfb0f7f9b63ae35ae4a43a05d9b8400bb
+size 183698587

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02565_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:918564088682b77a24fcbca25eea134ceca2089733b5cc69a9fcbab33d430eba
+size 194785783

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:22:29.218119+08:00",
+  "updated_shanghai": "2026-11-01T11:23:25.957449+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5762,
-  "dynamic_rf_samples": 4550,
+  "complete_samples": 5764,
+  "dynamic_rf_samples": 4552,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2586
+    "houston": 2588
   },
-  "unique_physical_groups": 5760,
-  "total_tar_bytes": 1043299103720,
+  "unique_physical_groups": 5762,
+  "total_tar_bytes": 1043677588090,
   "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

@@ -4548,3 +4548,5 @@
 {"record_id": "data_v6/houston_region_02561_bs_uav_v6_episode_000", "sample_id": "houston_region_02561_bs_uav_v6_episode_000", "scene_id": "houston_region_02561", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "3f6affde00544a8adc2e398c69aec40eb6a075ccd37ad418b0b09b293396f3d7", "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_02561_bs_uav_v6_episode_000.tar.gz", "sha256": "b6a2c981cb278dd7e3f7c5ea99d14776717e9696743455a23a0463c5940e60bf", "bytes": 176535985, "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": "2026-11-01T11:19:54.403760+08:00", "export_seconds": 39.965, "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_02561_bs_uav_v6_episode_000.tar", "source_float32_sha256": "def5afec250c119538ef70fea32be3a987fc1c55d4d3a8833e2ccd540f463806", "source_float32_bytes": 260505600, "source_float32_packaged_shanghai": "2026-11-01T11:19:12.892544+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": 427177319, "source_tar_bytes": 260505600, "conversion_and_verification_seconds": 23.192}}
 {"record_id": "data_v6/houston_region_02562_bs_uav_v6_episode_000", "sample_id": "houston_region_02562_bs_uav_v6_episode_000", "scene_id": "houston_region_02562", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "aafeaa334748ce482ec93c83506c6e8461b1ed66ad0782fb76ddaa16d4d87a22", "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_02562_bs_uav_v6_episode_000.tar.gz", "sha256": "e199c70450486e10f170c983803fbd91612e3c16816d8c0337ebb11eb2f4f601", "bytes": 189280450, "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": "2026-11-01T11:21:13.047354+08:00", "export_seconds": 42.513, "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_02562_bs_uav_v6_episode_000.tar", "source_float32_sha256": "13004577723c81e8f0c257bec1ad674fbbf1aa44978c0dcc3ae6245c7a4cdeaa", "source_float32_bytes": 278425600, "source_float32_packaged_shanghai": "2026-11-01T11:20:25.656757+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": 424337164, "source_tar_bytes": 278425600, "conversion_and_verification_seconds": 23.787}}
 {"record_id": "data_v6/houston_region_02563_bs_uav_v6_episode_000", "sample_id": "houston_region_02563_bs_uav_v6_episode_000", "scene_id": "houston_region_02563", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "aa90e3743cafded3c4e2979c443a4c042e4d8942c430406a5fff3e155a1dbc6d", "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_02563_bs_uav_v6_episode_000.tar.gz", "sha256": "2a882544fbdc9197c3968d56ff150cc4f616916ed9bbe55df12d77a00da5fd80", "bytes": 191507269, "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": "2026-11-01T11:22:16.945137+08:00", "export_seconds": 40.5, "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_02563_bs_uav_v6_episode_000.tar", "source_float32_sha256": "fcd58490db0ec4a976da56e3630e2a9a363a6167640db97fc4c072d52c396300", "source_float32_bytes": 278804480, "source_float32_packaged_shanghai": "2026-11-01T11:21:31.358522+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": 415556153, "source_tar_bytes": 278804480, "conversion_and_verification_seconds": 21.542}}
+{"record_id": "data_v6/houston_region_02564_bs_uav_v6_episode_000", "sample_id": "houston_region_02564_bs_uav_v6_episode_000", "scene_id": "houston_region_02564", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "bea0741fb9a35a8e8854049bb783f171a32eaa462114c5dc205c247451a8eb42", "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_02564_bs_uav_v6_episode_000.tar.gz", "sha256": "2d268c307aedecc35bf035434e8913fcfb0f7f9b63ae35ae4a43a05d9b8400bb", "bytes": 183698587, "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": "2026-11-01T11:23:25.420860+08:00", "export_seconds": 44.047, "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_02564_bs_uav_v6_episode_000.tar", "source_float32_sha256": "1f59c86eeb27663eaecbf19b4da22f575e63f67d943c5cef655206acca1485e1", "source_float32_bytes": 272107520, "source_float32_packaged_shanghai": "2026-11-01T11:22:35.623028+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": 433567387, "source_tar_bytes": 272107520, "conversion_and_verification_seconds": 26.9}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11106152
+oid sha256:76a4bd0efa1d23f639c4a2799448c134aea53e2a9d5f7d881c42d99123a5b3f3
+size 11110014