Download schema/tower_simdata_hdf5.json from tower-benchmark/TOWER-SimData: direct link, hf CLI and curl.
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https://huggingface.co/datasets/tower-benchmark/TOWER-SimData/resolve/refs%2Fpr%2F1/schema/tower_simdata_hdf5.json
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hf download hf://datasets/tower-benchmark/TOWER-SimData@refs/pr/1/schema/tower_simdata_hdf5.json
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curl -L -o tower_simdata_hdf5.json https://huggingface.co/datasets/tower-benchmark/TOWER-SimData/resolve/refs%2Fpr%2F1/schema/tower_simdata_hdf5.json
5.62 kB
| { | |
| "name": "tower_simdata_hdf5", | |
| "root_schema_version": "jenga_nero_hdf5_v8_camera_orientation", | |
| "frame_symbol": "T", | |
| "required_attributes": { | |
| "recording_complete": true, | |
| "fps": 30.0, | |
| "image_encoding": "jpeg", | |
| "arm_order": "[\"left\", \"back\"]", | |
| "action_alignment": "row observation precedes action interval; terminal row action_valid=false" | |
| }, | |
| "required_datasets": { | |
| "observations/qpos": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 16 | |
| ], | |
| "finite": true | |
| }, | |
| "leader/qpos": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 16 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/eef": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 14 | |
| ], | |
| "finite": true | |
| }, | |
| "leader/eef": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 14 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/gripper_status": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 8 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/images/left_back_camera": { | |
| "dtype": "vlen-bytes", | |
| "shape": [ | |
| "T" | |
| ], | |
| "encoding": "jpeg" | |
| }, | |
| "observations/images/right_front_camera": { | |
| "dtype": "vlen-bytes", | |
| "shape": [ | |
| "T" | |
| ], | |
| "encoding": "jpeg" | |
| }, | |
| "observations/images/left_wrist_camera": { | |
| "dtype": "vlen-bytes", | |
| "shape": [ | |
| "T" | |
| ], | |
| "encoding": "jpeg" | |
| }, | |
| "observations/images/back_wrist_camera": { | |
| "dtype": "vlen-bytes", | |
| "shape": [ | |
| "T" | |
| ], | |
| "encoding": "jpeg" | |
| }, | |
| "observations/lifter/position_mm": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/lifter/physical_height_mm": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/lifter/is_moving": { | |
| "dtype": "uint8", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "observations/lifter/sample_age_ms": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "observations/lifter/valid": { | |
| "dtype": "uint8", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "lifter/action_mm": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "lifter/active_target_mm": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "lifter/command_delta_mm": { | |
| "dtype": "int16", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "sim/action_valid": { | |
| "dtype": "bool", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/active_block": { | |
| "dtype": "int16", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/block_poses": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| "B", | |
| 7 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/block_released": { | |
| "dtype": "bool", | |
| "shape": [ | |
| "T", | |
| "B" | |
| ] | |
| }, | |
| "sim/block_velocities": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| "B", | |
| 6 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/collapse": { | |
| "dtype": "bool", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/event_count": { | |
| "dtype": "int32", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/joint_efforts": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 16 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/joint_velocities": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 16 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/recovery_attempt": { | |
| "dtype": "int16", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/success": { | |
| "dtype": "bool", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/task_phase": { | |
| "dtype": "int16", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/task_progress": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/terminal": { | |
| "dtype": "bool", | |
| "shape": [ | |
| "T" | |
| ] | |
| }, | |
| "sim/time": { | |
| "dtype": "float64", | |
| "shape": [ | |
| "T" | |
| ], | |
| "finite": true | |
| }, | |
| "timestamps/row_ros_ns": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "T", | |
| 1 | |
| ] | |
| }, | |
| "timestamps/lifter_command_ros_ns": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "timestamps/lifter_source_before_ns": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "timestamps/lifter_source_after_ns": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| }, | |
| "timestamps/lifter_sync_error_ns": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ] | |
| } | |
| }, | |
| "optional_datasets": { | |
| "keyframes": { | |
| "dtype": "int64", | |
| "shape": [ | |
| "K" | |
| ] | |
| }, | |
| "sim/finger_pad_centers_m": { | |
| "dtype": "float64", | |
| "shape": [ | |
| "T", | |
| 2, | |
| 2, | |
| 3 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/controller_qpos": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 16 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/gripper_joint_positions_m": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2, | |
| 2 | |
| ], | |
| "finite": true | |
| }, | |
| "sim/gripper_requested_width_m": { | |
| "dtype": "float32", | |
| "shape": [ | |
| "T", | |
| 2 | |
| ], | |
| "finite": true | |
| } | |
| } | |
| } | |