Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00005_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00006_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00007_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00000_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00001_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00002_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00003_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00004_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +7 -7
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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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:
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3297 条**(动态 UAV RF 实体 3297 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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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:
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compact_uint16/README.md
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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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:
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# Low-altitude RF world-model training data
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+
推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3297 条**(动态 UAV RF 实体 3297 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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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:
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00005_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8579389620826869dd5992a4335b88c2e399b2bdb823f34cbadaf83346b947e4
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size 218646485
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00006_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:f1a81c53a3fb47f762d5cf12a5f60b67a1b10a515544201ac958193337eb03ed
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size 196867036
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00007_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a235beba4652e7d66bb03ee5fb6c679469f9041add5ee38f3b43708b11869d5
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size 199156305
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00000_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5cdd1e7d86dd244152bfd7dede4305ff29b69b3643025a6518e7ccd87bb54add
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size 285517454
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00001_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:16291d6377641955c9a4ca7fc04163e8188da0c925dd6c0152b849fded700dea
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size 226571844
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00002_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e1aed30db60832a9fcdd615dee3093664fb3bdec9f932e00bac4c40adb525619
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size 339794287
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00003_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2279d1ec1ad49226114732d15bbed65319fd53bb5785d5450bacfdaa837b4991
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size 211025586
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00004_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e90bba0724bae1e16b8ff5bc24e745933448fdece9f636d08e87825e94944fa7
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size 347729835
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T04:03:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples":
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston":
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"chicago":
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"houston": 1470
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},
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"unique_physical_groups":
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"total_tar_bytes":
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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{
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"updated_shanghai": "2026-11-01T04:03:30.644041+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3297,
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"dynamic_rf_samples": 3297,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 389,
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"chicago": 1438,
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"houston": 1470
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},
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"unique_physical_groups": 3297,
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"total_tar_bytes": 603168637749,
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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compact_uint16/manifests/dynamic_rf_train.jsonl
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{"record_id": "data_v6/boston_region_00002_bs_uav_v6_episode_000", "sample_id": "boston_region_00002_bs_uav_v6_episode_000", "scene_id": "boston_region_00002", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "c27cec4f55c23bfe323a221dc0127995e7b36c5ab106c6009db00ae8641aad4f", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00002_bs_uav_v6_episode_000.tar.gz", "sha256": "ad313aab96f645517f67dc1f7f8e785d281a8c08f034634114df3cf682ab0432", "bytes": 200561973, "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": "2026-11-01T00:27:08.849414+08:00", "export_seconds": 42.169, "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/boston/boston_region_00002_bs_uav_v6_episode_000.tar", "source_float32_sha256": "fa5556df9e29336802876c42d30fb7104b860c136ee781881e720c8f78f64d2c", "source_float32_bytes": 217948160, "source_float32_packaged_shanghai": "2026-10-31T18:37:22.066165+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423697689, "source_tar_bytes": 217948160, "conversion_and_verification_seconds": 24.063}}
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{"record_id": "data_v6/boston_region_00003_bs_uav_v6_episode_000", "sample_id": "boston_region_00003_bs_uav_v6_episode_000", "scene_id": "boston_region_00003", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "16149ecad42418ea3a1a709ddd58e5cb8e6bfa848ef42a40b915ec3209569e9c", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00003_bs_uav_v6_episode_000.tar.gz", "sha256": "0db21c8da52289c9bba8afa6979fe4517ca3ff67604a4cb6d882604f39ec013b", "bytes": 329048648, "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": "2026-11-01T00:27:25.628039+08:00", "export_seconds": 53.354, "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/boston/boston_region_00003_bs_uav_v6_episode_000.tar", "source_float32_sha256": "b24e209f92e2109155f687ffe55b80a06d46ddaa2b957e82b4ea7cbd8a0a4d93", "source_float32_bytes": 374999040, "source_float32_packaged_shanghai": "2026-10-31T18:37:34.032859+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 424379090, "source_tar_bytes": 374999040, "conversion_and_verification_seconds": 25.96}}
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{"record_id": "data_v6/boston_region_00004_bs_uav_v6_episode_000", "sample_id": "boston_region_00004_bs_uav_v6_episode_000", "scene_id": "boston_region_00004", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "49b6e905a1cf99b82b6600615e0febc33e7ee102026729b1be3249ebb637fe2c", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00004_bs_uav_v6_episode_000.tar.gz", "sha256": "a7839c2740b868e98d7d30a3657b78ea5c57f4cd9912f42566b0a09ca7e0fad2", "bytes": 190856592, "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": "2026-11-01T00:27:17.692183+08:00", "export_seconds": 39.861, "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/boston/boston_region_00004_bs_uav_v6_episode_000.tar", "source_float32_sha256": "7938e8959d2bbdd637655b2157c4d1de93e033c7d5eb095dd701f285c234f7ef", "source_float32_bytes": 182906880, "source_float32_packaged_shanghai": "2026-10-31T18:37:31.918967+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 420589782, "source_tar_bytes": 182906880, "conversion_and_verification_seconds": 22.986}}
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{"record_id": "data_v6/boston_region_00008_bs_uav_v6_episode_000", "sample_id": "boston_region_00008_bs_uav_v6_episode_000", "scene_id": "boston_region_00008", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "fe039c03506547714e415a3ab911d658b1d9da50693f7e503e12e9577dcfe8bb", "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_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "10a616faf8684d04aca88a435ca7609f06e35b9539e61e54e7fcd6bc6d68b21e", "bytes": 198292938, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:56.559186+08:00", "export_seconds": 46.723, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "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/boston/boston_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4dd4b3d9bc8a7d1efbbb3502d4521af03b4ce858958a118b75aff6e86118a7f1", "source_float32_bytes": 414965760, "source_float32_packaged_shanghai": "2026-10-31T15:04:51.144468+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 407925036, "source_tar_bytes": 414965760, "conversion_and_verification_seconds": 27.395}}
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compact_uint16/manifests/train.jsonl
CHANGED
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@@ -5,6 +5,9 @@
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| 5 |
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| 8 |
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| 10 |
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@@ -384,6 +387,11 @@
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