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_01502_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01503_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01504_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01505_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02049_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02050_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02051_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02052_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 **5057 条**(动态 UAV RF 实体 3845 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 **5057 条**(动态 UAV RF 实体 3845 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_01502_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:812b20c7b0105ba057ea542528c287e9080b11245f5457105c1ad537b6237e1b
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size 173779967
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01503_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fd7b4bfde1c91e733b79da9b0c41ab4bee1498c69a2eb66d7feb37926deb7b0
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size 196112394
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01504_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:1418c560cceadd77207b4ce3a2f68e27a7bb92b2079d5d3e74a18cde44e73814
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size 147809434
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01505_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:d413201fe58f25939bd9733c7b6c8ecb7db08e2ebc5d56c11cb9def2e93cccb0
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size 171865333
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02049_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:a82ad38950bf75c9a246398861b7636bcd69815431db872233a74edcafd316b1
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size 176820230
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02050_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:9374e9a3118bb37706988ca2241e2fd280a450e7e524ec51c9252bb7ca4ee9bc
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size 191530020
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02051_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:642bcfaf58d9fbe436a649736355c0014c0a2ebbca74e0ecef7bdd3a8d245e77
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size 172426253
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02052_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:44ed04f8178aba739ef803c67fd28b25ab4d059528d7e5d3d896e68301ff2b07
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size 176741734
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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": "2026-11-01T05:49:14.305499+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5057,
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"dynamic_rf_samples": 3845,
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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": 2153,
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"houston": 2152
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},
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"unique_physical_groups": 5055,
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"total_tar_bytes": 913077687456,
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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_01499_bs_uav_v6_episode_000", "sample_id": "chicago_region_01499_bs_uav_v6_episode_000", "scene_id": "chicago_region_01499", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "f7e92b0fad7a02c656337c706d1a2e8cb3e8586f0f274e471d5a23c72f150af8", "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_01499_bs_uav_v6_episode_000.tar.gz", "sha256": "7639b0acd0cfed79e23b4d36e603b568d45220fae69cff1cac01e93824a48c16", "bytes": 183100350, "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": "2026-11-01T00:45:01.459675+08:00", "export_seconds": 44.361, "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_01499_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c9421d320139ae96c9ba030bcdeeb6818e58e242df7c88e8e703ec3d1c448256", "source_float32_bytes": 278958080, "source_float32_packaged_shanghai": "2026-10-31T19:02:38.760570+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": 407855569, "source_tar_bytes": 278958080, "conversion_and_verification_seconds": 24.769}}
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{"record_id": "data_v6/chicago_region_01500_bs_uav_v6_episode_000", "sample_id": "chicago_region_01500_bs_uav_v6_episode_000", "scene_id": "chicago_region_01500", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "2f03361cfb15373c01f3c23425d58a3740154d5485c8bd61ba3caebdfb556ed1", "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_01500_bs_uav_v6_episode_000.tar.gz", "sha256": "5fca739b0744699d4f8c4f551d85b30c1b05900dd46c1e788978f42e982e258b", "bytes": 140496394, "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": "2026-11-01T00:45:09.063847+08:00", "export_seconds": 46.316, "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_01500_bs_uav_v6_episode_000.tar", "source_float32_sha256": "5acbb77c48d42ee4fc0009b3df1e450d0ec4762920e45ae7d59e4243b7fa06d6", "source_float32_bytes": 207575040, "source_float32_packaged_shanghai": "2026-10-31T19:02:39.784708+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": 413752077, "source_tar_bytes": 207575040, "conversion_and_verification_seconds": 24.34}}
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{"record_id": "data_v6/chicago_region_01501_bs_uav_v6_episode_000", "sample_id": "chicago_region_01501_bs_uav_v6_episode_000", "scene_id": "chicago_region_01501", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "4d8d80ad8986de9e0217dd0bfc9030def2d54e829993432e91e49ad295b1ccde", "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_01501_bs_uav_v6_episode_000.tar.gz", "sha256": "4a0ec439a0535a4af4ffcf3f876bd094b1f0aab3dd422ffb859dc74ef4f94f76", "bytes": 154578678, "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": "2026-11-01T00:45:06.305592+08:00", "export_seconds": 43.558, "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_01501_bs_uav_v6_episode_000.tar", "source_float32_sha256": "26ff480c05cd6c9226e14fec16d63b17cd6252bbe39c157ed9f459cdaa5884de", "source_float32_bytes": 244469760, "source_float32_packaged_shanghai": "2026-10-31T19:02:51.002048+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": 409862206, "source_tar_bytes": 244469760, "conversion_and_verification_seconds": 24.539}}
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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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compact_uint16/manifests/train.jsonl
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| 3062 |
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| 3063 |
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| 3065 |
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| 3066 |
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