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/chicago/chicago_region_01388_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01389_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01390_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01391_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01371_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01372_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01373_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01374_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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# 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 **3073 条**(动态 UAV RF 实体 3073 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 **3073 条**(动态 UAV RF 实体 3073 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/chicago/chicago_region_01388_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:ca3eb4cdccdf156572eda2d420d3e6127acbc99f9a4a5bd14909f012fd111e11
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size 185343313
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01389_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:345383d11d9395de87685bf2d8f03618b55747973036d4180ee34496769c272f
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size 185796342
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01390_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:602121774e8f705d8edf19bb24df201707ab302a96bb6ee6eebd542bdebe3174
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size 158946426
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01391_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:01459cb0a65a9165f7e741c348e4f4569d52fad739899fa028988d983999a2a3
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size 202936648
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01371_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d9cdda4303f1ad3900d49baab277aff91c8f35881e899dc80123170f63e5d60
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size 210896124
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01372_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:a635a55bbe6245965440798979f2340b81a231d36987acb6f26b11e49a53e581
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size 153433091
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01373_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:10229fdf62c868c2665f486b5f9ff230c9110a73e227bcffd1364116b1fcdd26
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size 150935050
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01374_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b649b9e47f1ecdaff86aa9d9f4c27c3f22aeec24349b7776eed0f5a7f136b0f
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size 163544917
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T03:
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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": 381,
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"chicago":
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"houston":
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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": "2026-11-01T03:56:00.764159+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3073,
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"dynamic_rf_samples": 3073,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 381,
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"chicago": 1346,
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"houston": 1346
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},
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"unique_physical_groups": 3073,
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"total_tar_bytes": 561634527535,
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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/chicago_region_01385_bs_uav_v6_episode_000", "sample_id": "chicago_region_01385_bs_uav_v6_episode_000", "scene_id": "chicago_region_01385", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "4af6df26fdeab082608b15b3b8ee985bf5e734936c09b133c347a7f26f22628e", "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/chicago/chicago_region_01385_bs_uav_v6_episode_000.tar.gz", "sha256": "c7b67a768c2ee974cba97ffcc61283bcf51b7f01baceaa09524e674022bd9d97", "bytes": 162169278, "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": "2026-11-01T00:08:00.684720+08:00", "export_seconds": 42.564, "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/chicago/chicago_region_01385_bs_uav_v6_episode_000.tar", "source_float32_sha256": "208478bab22bf0b1fd2153b4722dd4db804ca8d9fc09dbe36b1406b8f55836e0", "source_float32_bytes": 234188800, "source_float32_packaged_shanghai": "2026-10-31T23:54:23.300115+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": 423620657, "source_tar_bytes": 234188800, "conversion_and_verification_seconds": 26.0}}
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{"record_id": "data_v6/chicago_region_01386_bs_uav_v6_episode_000", "sample_id": "chicago_region_01386_bs_uav_v6_episode_000", "scene_id": "chicago_region_01386", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "aa52a84b45b2fc66999fd3bb3d397869491f0116311eb4a0f73fcedb0da0b23d", "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/chicago/chicago_region_01386_bs_uav_v6_episode_000.tar.gz", "sha256": "5521ad9dd897cc698fd2dbc5ce703f7d0b791f6566b793ed4b6dc743a8867a81", "bytes": 173225784, "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": "2026-11-01T00:08:00.859419+08:00", "export_seconds": 42.738, "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/chicago/chicago_region_01386_bs_uav_v6_episode_000.tar", "source_float32_sha256": "1034075cf4031ae90b0adbc62cf9059394ebd7c826f9a8d6a920701e0f9fc9c8", "source_float32_bytes": 247132160, "source_float32_packaged_shanghai": "2026-10-31T23:54:26.006201+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": 427131446, "source_tar_bytes": 247132160, "conversion_and_verification_seconds": 25.432}}
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{"record_id": "data_v6/chicago_region_01387_bs_uav_v6_episode_000", "sample_id": "chicago_region_01387_bs_uav_v6_episode_000", "scene_id": "chicago_region_01387", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "cba8b2e94778d28d118ed5ec3f528af9d5e3637f8846b6ea2f800e364743d9cf", "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/chicago/chicago_region_01387_bs_uav_v6_episode_000.tar.gz", "sha256": "58b213662df93070a2eb81b39f0d411ae796b3876ec65401b48b11b6f8b010c1", "bytes": 159642378, "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": "2026-11-01T00:08:01.500906+08:00", "export_seconds": 43.38, "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/chicago/chicago_region_01387_bs_uav_v6_episode_000.tar", "source_float32_sha256": "d82e2602d62620879a697779da48ee322de3c40cfc5e4eb06b2fffc41bd5c5f4", "source_float32_bytes": 233912320, "source_float32_packaged_shanghai": "2026-10-31T23:54:44.903632+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": 432351796, "source_tar_bytes": 233912320, "conversion_and_verification_seconds": 26.341}}
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{"record_id": "data_v6/houston_region_00008_bs_uav_v6_episode_000", "sample_id": "houston_region_00008_bs_uav_v6_episode_000", "scene_id": "houston_region_00008", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "330b7b2a5f06410e6c345b7781b7f90692d80030c4b028462ad5350a3111a5c5", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "4efa23f4f8ba7a4a513080ff17d37f4e91d30a5994695aab81d8690097abb2aa", "bytes": 93036938, "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": "2026-10-31T19:21:08.761882+08:00", "export_seconds": 39.345, "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/houston/houston_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "564c02fa2d3594357089015a580b5fae58075fead65537bd64a8d2481a9aad4d", "source_float32_bytes": 295925760, "source_float32_packaged_shanghai": "2026-10-31T15:02:08.403728+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": 417658418, "source_tar_bytes": 295925760, "conversion_and_verification_seconds": 28.27}}
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compact_uint16/manifests/train.jsonl
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| 1721 |
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| 1722 |
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| 1723 |
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| 1724 |
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