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_01598_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01599_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01600_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01601_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01602_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01603_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01604_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02153_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 **5249 条**(动态 UAV RF 实体 4037 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。
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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 **5249 条**(动态 UAV RF 实体 4037 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。
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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_01598_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:73d16198c9f5a14bf10ff19eb6f243437dc44ec37a791dc3cb9f1925af5620a3
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size 163362298
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01599_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:efd18816f2941df8dfb63f2cedc30f90c42d5ffc9157385021aea7e3bc93de62
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size 168491338
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01600_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:29e31aeb60f6e492bc1d9796e4a95c5e84b145e63d73b1e42b095343a01e4386
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size 185786127
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01601_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c4b21e0f9a10ae3f6bc112c316fd48d6cc0353293dbbde6ad15215830a03de0
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size 162645879
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01602_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ef0708abd9fdaaf28832993ce09ac41d9b9b1ba271d1b3fb458a3faa6171f4d
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size 231014221
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01603_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:978b9b73757a031704f50654e4c94663270c81622324bd15acdf08ab559bd807
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size 281357220
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01604_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:b11ed6dac6c269bc0b43d827503d0baedeb3455f725c6ae9102049dc68f74e46
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size 198624935
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02153_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:42b536ca1ded73d57ba9b9e288b21cfb976ce82d53724fa5ed572c1bcd5f58e1
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size 179620446
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T06:
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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": 1212,
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"counts_by_city": {
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"boston": 752,
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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": "2026-11-01T06:03:10.209480+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5249,
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"dynamic_rf_samples": 4037,
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"legacy_auxiliary_samples": 1212,
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"counts_by_city": {
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"boston": 752,
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"chicago": 2252,
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"houston": 2245
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},
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"unique_physical_groups": 5247,
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"total_tar_bytes": 947820045063,
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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_01595_bs_uav_v6_episode_000", "sample_id": "chicago_region_01595_bs_uav_v6_episode_000", "scene_id": "chicago_region_01595", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "ed40463acb2e22ba2676ded2149aa61ea499e121ee32580c101e366f5ee9c447", "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_01595_bs_uav_v6_episode_000.tar.gz", "sha256": "44cbc0155948c701a087215fc7b616c9db065da9d26b993b69d1036d90fb860d", "bytes": 152156935, "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": "2026-11-01T01:27:13.163309+08:00", "export_seconds": 42.567, "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_01595_bs_uav_v6_episode_000.tar", "source_float32_sha256": "18199e1d1bc71d722b126ce7eb779a7982a1ad0ba0edd87be1b54517db3c7d90", "source_float32_bytes": 231321600, "source_float32_packaged_shanghai": "2026-10-31T19:37:13.386300+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": 434833342, "source_tar_bytes": 231321600, "conversion_and_verification_seconds": 24.907}}
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{"record_id": "data_v6/chicago_region_01596_bs_uav_v6_episode_000", "sample_id": "chicago_region_01596_bs_uav_v6_episode_000", "scene_id": "chicago_region_01596", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "05ad6711b65707820f5e60365582ac646365101589956fca85128ad0978a16d3", "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_01596_bs_uav_v6_episode_000.tar.gz", "sha256": "bac7c455021beb2297a8f477b7db489ced2f76bf3b8c14c47389417f54073078", "bytes": 172117786, "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": "2026-11-01T01:28:15.509418+08:00", "export_seconds": 42.92, "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_01596_bs_uav_v6_episode_000.tar", "source_float32_sha256": "9b199b1cba00c7f25efc462a67a8a0ba2975d762b526db8caa01f3cbe59cf645", "source_float32_bytes": 253440000, "source_float32_packaged_shanghai": "2026-10-31T19:37:21.837047+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": 423986119, "source_tar_bytes": 253440000, "conversion_and_verification_seconds": 23.159}}
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{"record_id": "data_v6/chicago_region_01597_bs_uav_v6_episode_000", "sample_id": "chicago_region_01597_bs_uav_v6_episode_000", "scene_id": "chicago_region_01597", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "d23ff22e5364e3e88320d97bfa1599ecb4995fecd6c504a9f1d91eccc7132272", "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_01597_bs_uav_v6_episode_000.tar.gz", "sha256": "5210c83b585ed210177bdc76a562b29abfff28a8756dca02513d9db5e7573220", "bytes": 160340721, "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": "2026-11-01T01:29:20.537615+08:00", "export_seconds": 39.953, "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_01597_bs_uav_v6_episode_000.tar", "source_float32_sha256": "028cb95c64afe3f4e1416701d148097617fef5054fa4d39f3ae079b8fbfba35d", "source_float32_bytes": 233297920, "source_float32_packaged_shanghai": "2026-10-31T19:38:12.959860+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": 434667726, "source_tar_bytes": 233297920, "conversion_and_verification_seconds": 23.428}}
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{"record_id": "data_v6/houston_region_00000_bs_uav_v6_episode_000", "sample_id": "houston_region_00000_bs_uav_v6_episode_000", "scene_id": "houston_region_00000", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dcd56db8ca679dc3da67d99620cf2480a24b81eed2bc278a1d186dfec9437fde", "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/houston/houston_region_00000_bs_uav_v6_episode_000.tar.gz", "sha256": "80dc1eae2782b4183a9e33b3bcf2f5cb87598fb9ac55ac7f77446d52ca96c9e5", "bytes": 199548099, "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": "2026-11-01T00:28:07.279246+08:00", "export_seconds": 39.827, "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_00000_bs_uav_v6_episode_000.tar", "source_float32_sha256": "be677eaea4d802700a6c63ab826f86d51c8c57ca53c5bf105f680b2dbfe2d1ce", "source_float32_bytes": 218152960, "source_float32_packaged_shanghai": "2026-10-31T18:36:07.174872+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": 414497811, "source_tar_bytes": 218152960, "conversion_and_verification_seconds": 21.479}}
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| 1951 |
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| 1946 |
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| 1947 |
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| 1948 |
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| 1949 |
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| 1950 |
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| 1951 |
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| 1952 |
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| 1953 |
+
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| 1954 |
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| 1955 |
+
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| 1956 |
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| 1957 |
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| 1958 |
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| 4034 |
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| 4037 |
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compact_uint16/manifests/train.jsonl
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| 3160 |
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