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_01590_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01591_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01592_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01593_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02145_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02146_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02147_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02148_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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@@ -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 **5233 条**(动态 UAV RF 实体 4021 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 **5233 条**(动态 UAV RF 实体 4021 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_01590_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:daa463280f1a9e9dfacb1683ad78458fc57075b19e967b4a83174574f0e2808c
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size 161486782
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01591_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:ac0f6e74967dd8b29d47623275d7e18adb161eae3f1888c73e720d87a703d7da
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size 192105957
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01592_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:55130132ece9f33e8d44cdd26a9e3e1cc37f8a3a3bb459b91161ffff60c0b0ab
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size 178179757
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01593_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a8d9bb8c104fbcad2712448c4e9d1d7bc60138df58777c192c1f1f8031e6949
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size 191751878
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02145_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:156a7bea32a005e8869f40c411720699cfaef6ff7e0efc7432ad70643f2394da
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size 164227644
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02146_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e3e08b407f2c43adabf6b4661b8749230d04f9bd610963da30998b2316963e0
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size 180362949
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02147_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:f46d603a00fa4553704f9e960791bebfb54d178253a9ea445b7d80daef4d1e49
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size 208771731
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02148_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:c171543c6b76c2b6cf1eeccb7b67fc040c74a73e88351c865b5cfb8f7af9e489
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size 160278481
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T06:02:
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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": "2026-11-01T06:02:33.801923+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5233,
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"dynamic_rf_samples": 4021,
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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": 2241,
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"houston": 2240
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},
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"unique_physical_groups": 5231,
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"total_tar_bytes": 944863635698,
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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_01587_bs_uav_v6_episode_000", "sample_id": "chicago_region_01587_bs_uav_v6_episode_000", "scene_id": "chicago_region_01587", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1aa0e68916bf48e3b87bd1937f61a4dfed3931566c8a8cfea0f516081a119a39", "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_01587_bs_uav_v6_episode_000.tar.gz", "sha256": "d0d7ea3c89944ee6155e7e75ac2a262dafadf59562d5645cc00100451f9bc0be", "bytes": 169001834, "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": "2026-11-01T01:20:47.539293+08:00", "export_seconds": 41.619, "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_01587_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f98c65dd31ae65c38272ae2a16a02578811c4c5a3f81de1c3237e7aa2382299c", "source_float32_bytes": 240486400, "source_float32_packaged_shanghai": "2026-10-31T19:35:09.679901+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": 428654366, "source_tar_bytes": 240486400, "conversion_and_verification_seconds": 24.66}}
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{"record_id": "data_v6/chicago_region_01588_bs_uav_v6_episode_000", "sample_id": "chicago_region_01588_bs_uav_v6_episode_000", "scene_id": "chicago_region_01588", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "8d4215e82877c07a0d22e9c61fe73b4d3550d97eb0c5eb78b0b7d3667c6c42ad", "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_01588_bs_uav_v6_episode_000.tar.gz", "sha256": "dd6782967354b8b4966debcd9283abea93ad8a4cade39b106ff36d86dbc3413c", "bytes": 199598519, "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": "2026-11-01T01:20:51.182210+08:00", "export_seconds": 45.262, "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_01588_bs_uav_v6_episode_000.tar", "source_float32_sha256": "45d3b3a27b28d6dd0996efe944b7870b35a0e23dc840e7fa0c45b2fb4a505ce8", "source_float32_bytes": 292925440, "source_float32_packaged_shanghai": "2026-10-31T19:35:45.210541+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": 420783883, "source_tar_bytes": 292925440, "conversion_and_verification_seconds": 26.047}}
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{"record_id": "data_v6/chicago_region_01589_bs_uav_v6_episode_000", "sample_id": "chicago_region_01589_bs_uav_v6_episode_000", "scene_id": "chicago_region_01589", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "04e140e9153a1697afa2a42dfce9e3dd7ce94f27784ca4afab67e1a8731042c3", "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_01589_bs_uav_v6_episode_000.tar.gz", "sha256": "d69028902a3fc6a2d5a71c7af58030c30ae15b91b080cd2d2d0cf9bdcd0e6826", "bytes": 166955902, "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": "2026-11-01T01:20:55.320261+08:00", "export_seconds": 43.721, "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_01589_bs_uav_v6_episode_000.tar", "source_float32_sha256": "91d4ada91b3915b6659ea5369625c921924e9f524d0b224799f0950645d3c5fc", "source_float32_bytes": 256010240, "source_float32_packaged_shanghai": "2026-10-31T19:35:46.770903+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": 432288949, "source_tar_bytes": 256010240, "conversion_and_verification_seconds": 26.761}}
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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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| 3150 |
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| 3153 |
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