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_01605_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01606_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01607_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01608_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01609_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01610_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01611_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01612_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- 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 **5257 条**(动态 UAV RF 实体 4045 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 **5257 条**(动态 UAV RF 实体 4045 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_01605_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:f59677bd8b2510bebd4b122ca1d3d68b54dc8086f58770b1cec28e4c0a7aaa92
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size 153487120
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01606_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:99aa484b2aa521bbe0bb6d9b6d0a448dbb319ac83b714aef75067aafb8a3f0ac
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size 140589748
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01607_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e8d8a21e972ca8d8a2eb9740be8bf8be7bae89fc490a7a6eba0aa72c465f9ab
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size 163202525
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01608_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:da06b00f18b6d0aed4e95194fac24d5a9e75aa253b83654e3b23399055e070bf
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size 138481131
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01609_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:45f755ad1a21d6cb0db410eaed6894373a2f92f7013c82fd9aea68997df824dd
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size 180491205
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01610_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:ba392e969aa1ee2a23328e8c69cf44430545fec71fc49f30845ab4f88ed1f406
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size 212900278
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01611_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:ba6a94d571eb7340c48c37dd6ddce5752885236e7e6a15eca90e4754910305c5
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size 177187288
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01612_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:45c26d767a9dd75287f842f1881009c4b865f6e7c460ffa27066b81efec4e968
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size 177135309
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T06:03:
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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": 1212,
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston": 2245
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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": "2026-11-01T06:03:26.825491+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5257,
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"dynamic_rf_samples": 4045,
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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": 2260,
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"houston": 2245
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},
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"unique_physical_groups": 5255,
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"total_tar_bytes": 949163519667,
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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_01602_bs_uav_v6_episode_000", "sample_id": "chicago_region_01602_bs_uav_v6_episode_000", "scene_id": "chicago_region_01602", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "bf7813753f9716867a1b3f20a7626430dbec6eb062ee3c47af43dfc94eca1246", "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_01602_bs_uav_v6_episode_000.tar.gz", "sha256": "2ef0708abd9fdaaf28832993ce09ac41d9b9b1ba271d1b3fb458a3faa6171f4d", "bytes": 231014221, "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": "2026-11-01T01:32:48.762579+08:00", "export_seconds": 49.367, "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_01602_bs_uav_v6_episode_000.tar", "source_float32_sha256": "183c8b79854f4ccd588310743bbbd56d55e2d7c6382034af5cab752904a11086", "source_float32_bytes": 318126080, "source_float32_packaged_shanghai": "2026-10-31T19:39:11.426866+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": 441083474, "source_tar_bytes": 318126080, "conversion_and_verification_seconds": 28.388}}
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{"record_id": "data_v6/chicago_region_01603_bs_uav_v6_episode_000", "sample_id": "chicago_region_01603_bs_uav_v6_episode_000", "scene_id": "chicago_region_01603", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "2d2e188585a20583bd3786b4c9a49479dd00cafe0059a4518b647e504b4c545e", "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_01603_bs_uav_v6_episode_000.tar.gz", "sha256": "978b9b73757a031704f50654e4c94663270c81622324bd15acdf08ab559bd807", "bytes": 281357220, "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": "2026-11-01T01:32:52.597122+08:00", "export_seconds": 53.201, "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_01603_bs_uav_v6_episode_000.tar", "source_float32_sha256": "183c5860a9f0af125078308e6d9cdf595a96120303cb975f1a1e5b87e66fbc80", "source_float32_bytes": 382679040, "source_float32_packaged_shanghai": "2026-10-31T19:39:29.129576+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": 429024369, "source_tar_bytes": 382679040, "conversion_and_verification_seconds": 26.746}}
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{"record_id": "data_v6/chicago_region_01604_bs_uav_v6_episode_000", "sample_id": "chicago_region_01604_bs_uav_v6_episode_000", "scene_id": "chicago_region_01604", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "d341b2fb34808f033ce510c4d9e7c5c8c8f86f0dad70f6c232c78001fbafa452", "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_01604_bs_uav_v6_episode_000.tar.gz", "sha256": "b11ed6dac6c269bc0b43d827503d0baedeb3455f725c6ae9102049dc68f74e46", "bytes": 198624935, "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": "2026-11-01T01:32:55.314569+08:00", "export_seconds": 44.514, "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_01604_bs_uav_v6_episode_000.tar", "source_float32_sha256": "b24841264d2e7d7166500a5a1ef9a0a7e96399a46a77922b6b711b24615eb0f5", "source_float32_bytes": 294758400, "source_float32_packaged_shanghai": "2026-10-31T19:39:22.917434+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": 411733643, "source_tar_bytes": 294758400, "conversion_and_verification_seconds": 23.435}}
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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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| 1957 |
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| 1958 |
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|
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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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|
| 1959 |
+
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|
| 1960 |
+
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|
| 1961 |
+
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|
| 1962 |
+
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|
| 1963 |
+
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| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
compact_uint16/manifests/train.jsonl
CHANGED
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@@ -3165,6 +3165,14 @@
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|
| 3165 |
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| 3166 |
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