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/boston/boston_region_00268_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00269_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00270_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00273_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00274_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00277_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00278_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00279_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +8 -8
- 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 **793 条**(动态 UAV RF 实体 793 条,历史辅助 0 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 **793 条**(动态 UAV RF 实体 793 条,历史辅助 0 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/boston/boston_region_00268_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:03895f2c45acf82ab4c5355c24fa791411aff855832771b50ba5253ba6219e30
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size 197450857
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00269_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:00ab14d8942941393338f7b7da053d45f60fb5ad22b7e179efad0b064e658b6c
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size 174673152
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00270_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2aff19b5353d6f051c281b874afeb5452de12891566086809ef3e05976b298f8
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size 201770040
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00273_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b626145d9a30aa2e4ddfbb49be4d0f3e1e2e930644cca67cca17b295264bc68
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size 179341649
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00274_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:94761e14a89d51d2143eea960ed2bdffdb94ee8192b7f7b6016e8bef0191dc5e
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size 160391205
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00277_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:f319c78a7119ba1cd92f1b5b99b8b819fadf985f56bbde1c517ccf56883f5772
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size 180351529
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00278_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:add386f2ca9f2cdac3928b04aa105d40340b648b109ff0d92480287144ac448c
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size 207333593
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00279_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:dbd261b6a5192e993383afab6f343573922f5aa5f9e9cc42fb55bd7a3579c40d
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size 187732893
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T01:14:
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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": 0,
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"counts_by_city": {
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"boston":
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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": "2026-11-01T01:14:30.343287+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 793,
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"dynamic_rf_samples": 793,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 265,
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"chicago": 264,
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"houston": 264
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},
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"unique_physical_groups": 793,
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"total_tar_bytes": 137148989913,
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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/boston_region_00265_bs_uav_v6_episode_000", "sample_id": "boston_region_00265_bs_uav_v6_episode_000", "scene_id": "boston_region_00265", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "090c56b4ffbb7852148227dd41b765ecf7582f00a5aa917f77cd4685e69ca02d", "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/boston/boston_region_00265_bs_uav_v6_episode_000.tar.gz", "sha256": "f6e2e7ce81f4e0478495aa146f1eebbd6308a70a6bb47fa07c726779050feb46", "bytes": 145798869, "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": "2026-10-31T20:37:58.494269+08:00", "export_seconds": 40.21, "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/boston/boston_region_00265_bs_uav_v6_episode_000.tar", "source_float32_sha256": "35edff6f968feae366dddd7bbc2827bd9f7018fde3838d4b46b47bb33a67fd0e", "source_float32_bytes": 209039360, "source_float32_packaged_shanghai": "2026-10-31T17:35:43.959678+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": 432818965, "source_tar_bytes": 209039360, "conversion_and_verification_seconds": 25.188}}
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{"record_id": "data_v6/boston_region_00266_bs_uav_v6_episode_000", "sample_id": "boston_region_00266_bs_uav_v6_episode_000", "scene_id": "boston_region_00266", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "cf76d184899fd5c85b3146ef3fe4ab2f2456d322d9a5556962783116b2ede31e", "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/boston/boston_region_00266_bs_uav_v6_episode_000.tar.gz", "sha256": "09f200e21ecd150b78e74d60b36d34e99221184a99fd70e2857a353a93d77354", "bytes": 223923922, "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": "2026-10-31T20:38:09.934110+08:00", "export_seconds": 46.46, "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/boston/boston_region_00266_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a109efcc87f0260ec21b1a7ae103cea27c423cdd27675f42d477b3732bfeec45", "source_float32_bytes": 304558080, "source_float32_packaged_shanghai": "2026-10-31T17:36:59.230064+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": 446012692, "source_tar_bytes": 304558080, "conversion_and_verification_seconds": 26.436}}
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{"record_id": "data_v6/boston_region_00267_bs_uav_v6_episode_000", "sample_id": "boston_region_00267_bs_uav_v6_episode_000", "scene_id": "boston_region_00267", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "dad78b4f590d95618ed358e8ee6ebc4167943822253df3faacebd954f4a039ed", "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/boston/boston_region_00267_bs_uav_v6_episode_000.tar.gz", "sha256": "bf847c69033cdc66485d43c3ef6babfb19531d2ed71d2e639a3a63d076598257", "bytes": 303038700, "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": "2026-10-31T20:38:18.586267+08:00", "export_seconds": 55.112, "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/boston/boston_region_00267_bs_uav_v6_episode_000.tar", "source_float32_sha256": "375e7a4a4179069b8db37762ae5190c8bf2b60a8d88b3e4ecd19500a7241d085", "source_float32_bytes": 401858560, "source_float32_packaged_shanghai": "2026-10-31T17:37:07.610244+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": 445514407, "source_tar_bytes": 401858560, "conversion_and_verification_seconds": 27.503}}
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{"record_id": "data_v6/chicago_region_00008_bs_uav_v6_episode_000", "sample_id": "chicago_region_00008_bs_uav_v6_episode_000", "scene_id": "chicago_region_00008", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3b5e7cdca9877dcba2eb630df74666a694bb6fd859a6bd3d472424e8a91b77c5", "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_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "1394fe1b6e9aa4e5d219b80ec9b3dcbf70fc3bda09da802792c6f51d6f1546ca", "bytes": 177769057, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:21.428016+08:00", "export_seconds": 52.011, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "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_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f6137ad6e9c7e85909a8ccfa66da701c9c1e781122fe673ed7f86f43336c4891", "source_float32_bytes": 419215360, "source_float32_packaged_shanghai": "2026-10-31T15:24:09.881902+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 411745320, "source_tar_bytes": 419215360, "conversion_and_verification_seconds": 32.799}}
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compact_uint16/manifests/train.jsonl
CHANGED
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@@ -260,6 +260,9 @@
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| 260 |
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