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_01522_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01523_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01524_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01525_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02070_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02071_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02072_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02073_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 **5097 条**(动态 UAV RF 实体 3885 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 **5097 条**(动态 UAV RF 实体 3885 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_01522_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3ece4221768ea81d72dcb993fc97a9a6e1800ca490833951242a9db78342b109
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size 176923141
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01523_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:b8a290325c805b95e74eeeb24e82d87302324c76a90b96d376b9cdd3e3175a83
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size 171221794
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01524_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:258d258e040d5f0be1d4ffe79093e05808242f303de4e1177c6ac69fbc0023e1
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size 202070764
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01525_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:ce18fac1e971ba924103c73790d29a77ed14f06322e99b77be423de6c60ec93c
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size 159086352
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02070_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5600a839dfec1197a2726e35d102db128a7bf68a19d60f3bd4546eea9b63257f
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size 149536215
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02071_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:aa78563289adb4b12ba75e7a0ddb845c1afeb60729f8807973638648dfd4f7aa
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size 164705190
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02072_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fcd1ca7bbcc822d2a6258aa6dd66bbf85ca9425ea3eaa495d5f327e448198a3
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size 205189282
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02073_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c8f0b34c6e11b594fbde14ca5249aa79c2bf890af26dcbf9da3b35416dd832d
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size 169576297
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T05:
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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": "2026-11-01T05:51:00.588111+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5097,
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"dynamic_rf_samples": 3885,
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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": 2173,
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"houston": 2172
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},
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"unique_physical_groups": 5095,
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"total_tar_bytes": 920019679650,
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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_01519_bs_uav_v6_episode_000", "sample_id": "chicago_region_01519_bs_uav_v6_episode_000", "scene_id": "chicago_region_01519", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1839ab283b4d72d09f949c61e75a5c771dde6b5721c3f11bc2be1d643f53d843", "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_01519_bs_uav_v6_episode_000.tar.gz", "sha256": "c50193f4f969d40cc38a4b30660e64d3aa104225955f3d969fb5ec0df36afaa7", "bytes": 143300036, "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": "2026-11-01T00:49:36.403069+08:00", "export_seconds": 39.429, "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_01519_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6fcd97ce0d41ea84d561c81f3baba8b9fb89aff514d3ce9e59660aa2b589b43e", "source_float32_bytes": 195614720, "source_float32_packaged_shanghai": "2026-10-31T19:10:44.191277+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": 429495129, "source_tar_bytes": 195614720, "conversion_and_verification_seconds": 24.188}}
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{"record_id": "data_v6/chicago_region_01520_bs_uav_v6_episode_000", "sample_id": "chicago_region_01520_bs_uav_v6_episode_000", "scene_id": "chicago_region_01520", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "41e22a72261acedadbbf671987777de322026be731a8b707beadc48e76ce7fb1", "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_01520_bs_uav_v6_episode_000.tar.gz", "sha256": "421c8594a34efb39f569e5bd8a0a96e370bbd9f5d8f4e3edeb597fb3dd52c0ac", "bytes": 161193181, "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": "2026-11-01T00:49:39.431202+08:00", "export_seconds": 42.457, "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_01520_bs_uav_v6_episode_000.tar", "source_float32_sha256": "ba9775d6356871ed87f4a2d373bfc5ecfdbc8f0bf84a2a9da6ae865dcb6d3d7f", "source_float32_bytes": 231864320, "source_float32_packaged_shanghai": "2026-10-31T19:12:19.866803+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": 431476225, "source_tar_bytes": 231864320, "conversion_and_verification_seconds": 26.623}}
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{"record_id": "data_v6/chicago_region_01521_bs_uav_v6_episode_000", "sample_id": "chicago_region_01521_bs_uav_v6_episode_000", "scene_id": "chicago_region_01521", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "12cbb8dff431f601feaeae2c10a1892eaf7babd6a6f0ddad469bebca15b30464", "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_01521_bs_uav_v6_episode_000.tar.gz", "sha256": "4a0c2512d282df08f5541182ab9093b4191124448ca5375babe5052a19d9630e", "bytes": 140163305, "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": "2026-11-01T00:50:09.362804+08:00", "export_seconds": 38.76, "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_01521_bs_uav_v6_episode_000.tar", "source_float32_sha256": "7ce8034f2592bdb2cd18c49c3fd70c963fb241e82e94a2a0513c6cbc50188be2", "source_float32_bytes": 203151360, "source_float32_packaged_shanghai": "2026-10-31T19:12:28.931146+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": 432815500, "source_tar_bytes": 203151360, "conversion_and_verification_seconds": 23.51}}
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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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| 3885 |
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compact_uint16/manifests/train.jsonl
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| 3082 |
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| 3083 |
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| 3084 |
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| 3085 |
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| 3086 |
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