add 25 staged episodes

N025/go2_arm/dr_off/seed_1023/check.json

@@ -0,0 +1,57 @@
+{
+ "ok": true,
+ "results": {
+  "codebase v2.1": {
+   "pass": true,
+   "detail": "v2.1"
+  },
+  "dataset fps = 25": {
+   "pass": true,
+   "detail": "info.fps 25"
+  },
+  "parquet episodes": {
+   "pass": true,
+   "detail": "1 files, info.total_episodes=1"
+  },
+  "observation.state shape": {
+   "pass": true,
+   "detail": "parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']"
+  },
+  "action shape": {
+   "pass": true,
+   "detail": "parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']"
+  },
+  "task text = MobileBench instruction": {
+   "pass": true,
+   "detail": "task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'"
+  },
+  "rows = recorded control steps / 2 (= episode length at 25 Hz)": {
+   "pass": true,
+   "detail": "1609 rows vs ceil(3218/2) = 1609"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..3247, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "16.83 MB, 1609 frames at 25 fps, mean luma 113..142, std 23, new picture 1608x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "1609 vs 1609"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "24.88 MB, 1609 frames at 25 fps, mean luma 112..171, std 30, new picture 1608x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "1609 vs 1609"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/go2_arm/dr_off/seed_1023/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_go2_off_1023/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_go2_off_1023/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 1609  videos 2  robot_type Go2PlusCfg
+[PASS] codebase v2.1: v2.1
+[PASS] dataset fps = 25: info.fps 25
+(no `lerobot` python given (--lerobot-python / LEROBOT_PY): loading with pyarrow + meta/info.json only)
+[PASS] parquet episodes: 1 files, info.total_episodes=1
+--- episode file episode_000000.parquet: 1609 rows, columns ['action', 'action_is_hold', 'observation.state', 'observation.joint_vel', 'observation.eef_pose', 'observation.environment_state', 'action.command', 'action.applied', 'narration', 'collect_info', 'extra.reward', 'extra.action_info', 'next.truncated', 'sim_step_idx', 'timestamp', 'frame_index', 'episode_index', 'index', 'task_index', 'next.done']
+[PASS] observation.state shape: parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']
+[PASS] action shape: parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']
+[PASS] task text = MobileBench instruction: task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'
+rows 1609 at dataset fps 25 = 64.36 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 1609 rows vs ceil(3218/2) = 1609
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..3247, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 16.83 MB, 1609 frames at 25 fps, mean luma 113..142, std 23, new picture 1608x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 1609 vs 1609
+[PASS] video observation.images.wrist decodes, 640x480, not black: 24.88 MB, 1609 frames at 25 fps, mean luma 112..171, std 30, new picture 1608x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 1609 vs 1609
+parquet size 18.34 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 60.30 MB; whole cell dir 61.8 MB
+RESULT: ALL PASS

N025/go2_arm/dr_off/seed_1023/report.json

@@ -0,0 +1,2024 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "go2_arm",
+  "level": "easy",
+  "scene_seed": 1023,
+  "execution_mode": "headless_collect_chain(StationAssembly->NavToPose/ReachStance/AssemblyGrasp/CarryPose/AssemblyInsert->NavTo+MobileMoveL+AssemblyServoL->cuRobo)",
+  "config": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/src/magicsim/Collect/Task/MobileAssembly/Conf/n025_wedge_shim.yaml",
+  "full_success": true,
+  "failure_reason": null,
+  "dr": {
+    "seed": 1023,
+    "wedge": {
+      "dx": 0.03929,
+      "dy": -0.00896,
+      "yaw_deg": -4.79089
+    },
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+      "env.scene.background.intensity": [
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+  "planner_seeds": {
+    "label": "lean",
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+    "max_attempts": 6
+  },
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+      "MMB_TASK_ID": "N025",
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+      "MMB_REAL_ROBOT_LOOK": "1",
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+      "clear_buffer_on_failure": true,
+      "lerobot": {
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+  },
+  "steps": 3248,
+  "task_id": "N025",
+  "task_version": "EXT60-MobileAvatar-v3",
+  "family_id": "wedge_support",
+  "primary_category": "C4",
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N025/go2_arm/dr_off/seed_1023/stationassembly/000/completed/0.json

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N025/go2_arm/dr_off/seed_1023/stationassembly/000/lerobot_v21/meta/extra/episode_000000.json

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+    },
+    {
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+       480
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+     "pos_robot": [
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+      -2.818158837806505,
+      -0.33085788628395213
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+     "extrinsics": {
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+       -0.08611861262827436,
+       0.017148138726427706
+      ]
+     }
+    }
+   ],
+   "robots": [
+    {
+     "name": "Go2Plus",
+     "model": "go2plus",
+     "type": "mobilemanip",
+     "noun": "Unitree Go2 EDU quadruped with a Piper arm",
+     "arms": 1,
+     "arm_layout": null,
+     "mobile": true,
+     "dexterous": false,
+     "base_pose": {
+      "pos": [
+       -3.70497,
+       -2.53215,
+       0.45
+      ],
+      "ori": [
+       0.7983790040016174,
+       0.0,
+       0.0,
+       0.6021552681922913
+      ]
+     },
+     "facing_yaw_deg": 74.04882763253553,
+     "gripper": "parallel gripper"
+    }
+   ],
+   "lighting": [],
+   "background": {
+    "name": null,
+    "kind": "background",
+    "type": "dome",
+    "pose": null,
+    "setting": null,
+    "time_of_day": null,
+    "indoor": false,
+    "intensity": 1117.93726,
+    "ambient": "dim"
+   },
+   "effects": [],
+   "caption": "An Unitree Go2 EDU quadruped with a Piper arm is positioned at the workspace, facing the gray table B. There are a large gray table A, a large gray table B, a medium shim board and a small wedge. The gray table A is to the left of the wedge. The gray table B is behind the shim board. The shim board is on top of the gray table B. The shim board is in front of the gray table B. The wedge is on top of the gray table A. The wedge is to the right of the gray table A. The scene is viewed from front-right, at table height.",
+   "layout_ascii": "  +x forward / +y left  (top-down view)\n                   [shim board]\n\n\n     [[wedge]]\n\n\n\n\n[robot]"
+  },
+  "task": {
+   "task_type": "StationAssembly",
+   "instruction": "Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.",
+   "template_id": -1,
+   "slots": {
+    "obj": 1.5707963267948966,
+    "support": null
+   },
+   "generic_instruction": "Stationassembly the 1.5707963267948966.",
+   "task_id": "N025",
+   "instruction_source": "magicsim/Task/MobileBench/instructions.tsv"
+  },
+  "narration_log": {
+   "frame_0580": {
+    "frame_idx": 580,
+    "caption": "Computing a grasp pose for the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "search",
+    "skill_state": "computing",
+    "planner": "NavTo",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_0599": {
+    "frame_idx": 599,
+    "caption": "Computing a grasp pose for the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "search",
+    "skill_state": "computing",
+    "planner": "NavTo",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0605": {
+    "frame_idx": 605,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0619": {
+    "frame_idx": 619,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_0705": {
+    "frame_idx": 705,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0868": {
+    "frame_idx": 868,
+    "caption": "Computing a grasp pose for the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "verify",
+    "skill_state": "computing",
+    "planner": "MobileServoL",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0939": {
+    "frame_idx": 939,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "AssemblyGrasp",
+    "phase": "pre_grasp",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0988": {
+    "frame_idx": 988,
+    "caption": "Working on the small wedge; the right gripper is below the wedge.",
+    "skill": "AssemblyGrasp",
+    "phase": "pre_grasp",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1194": {
+    "frame_idx": 1194,
+    "caption": "Done — the small wedge is grasped; the right gripper is below the wedge.",
+    "skill": "Grasp",
+    "phase": "completed",
+    "skill_state": "finished",
+    "planner": "MobileMoveL",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1195": {
+    "frame_idx": 1195,
+    "caption": "Working on the small wedge; the right gripper is below the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1240": {
+    "frame_idx": 1240,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_1304": {
+    "frame_idx": 1304,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_1990": {
+    "frame_idx": 1990,
+    "caption": "Computing a grasp pose for the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "search",
+    "skill_state": "computing",
+    "planner": "NavTo",
+    "planner_state": "finished",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_1994": {
+    "frame_idx": 1994,
+    "caption": "Working on the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2497": {
+    "frame_idx": 2497,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_2561": {
+    "frame_idx": 2561,
+    "caption": "Working on the medium shim board; the right gripper is below and to the right of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "right_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2638": {
+    "frame_idx": 2638,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_2640": {
+    "frame_idx": 2640,
+    "caption": "Working on the medium shim board; the right gripper is below and to the right of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "right_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2655": {
+    "frame_idx": 2655,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
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+    "eef_relation": [
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+   },
+   "frame_2661": {
+    "frame_idx": 2661,
+    "caption": "Working on the medium shim board; the right gripper is below and to the right of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
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+     "below",
+     "right_of",
+     "in_front_of"
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+   },
+   "frame_2674": {
+    "frame_idx": 2674,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_2681": {
+    "frame_idx": 2681,
+    "caption": "Working on the medium shim board; the right gripper is below and to the right of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "right_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2734": {
+    "frame_idx": 2734,
+    "caption": "Computing a grasp pose for the medium shim board; the right gripper is below and to the right of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "verify",
+    "skill_state": "computing",
+    "planner": "MobileServoL",
+    "planner_state": "finished",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "right_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2798": {
+    "frame_idx": 2798,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and behind the wedge.",
+    "skill": "AssemblyInsert",
+    "phase": "wp:pre_insert",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "behind"
+    ]
+   }
+  }
+ },
+ "depth_range": [
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+  20.0
+ ],
+ "annotation_sidecar": null,
+ "annotation_sidecar_keys": [],
+ "terminated": true,
+ "truncated": false
+}

N025/go2_arm/dr_off/seed_1023/stationassembly/000/lerobot_v21/meta/info.json

@@ -0,0 +1,296 @@
+{
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+    "robot_type": "Go2PlusCfg",
+    "total_episodes": 1,
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+    "total_tasks": 1,
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+                "eef0.pos_x",
+                "eef0.pos_y",
+                "eef0.pos_z",
+                "eef0.quat_w",
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+                "eef0.quat_y",
+                "eef0.quat_z",
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+                "joint_1",
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+                "joint_4",
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+                "joint_8",
+                "joint_9",
+                "joint_10",
+                "joint_11",
+                "joint_12",
+                "joint_13",
+                "joint_14",
+                "joint_15",
+                "joint_16",
+                "joint_17",
+                "joint_18",
+                "joint_19",
+                "joint_20",
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+                "joint_22",
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+                "go2_FR_thigh_joint",
+                "go2_RL_thigh_joint",
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+                "go2_FL_calf_joint",
+                "go2_FR_calf_joint",
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+                "piper_joint4",
+                "piper_joint5",
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+                "articulation_pose.shim_board.2",
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+                "articulation_pose.shim_board.5",
+                "articulation_pose.shim_board.6",
+                "object_pose.table_A.0",
+                "object_pose.table_A.1",
+                "object_pose.table_A.2",
+                "object_pose.table_A.3",
+                "object_pose.table_A.4",
+                "object_pose.table_A.5",
+                "object_pose.table_A.6",
+                "object_pose.table_B.0",
+                "object_pose.table_B.1",
+                "object_pose.table_B.2",
+                "object_pose.table_B.3",
+                "object_pose.table_B.4",
+                "object_pose.table_B.5",
+                "object_pose.table_B.6",
+                "object_pose.wedge.0",
+                "object_pose.wedge.1",
+                "object_pose.wedge.2",
+                "object_pose.wedge.3",
+                "object_pose.wedge.4",
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+                "video.width": 640,
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+}

N025/go2_arm/dr_off/seed_1023/stationassembly/000/lerobot_v21/meta/magicsim_manifest.json

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+{
+    "schema_version": 1,
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+    },
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+                "cfg": "Go2PlusCfg",
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+                    "go2_FR_hip_joint",
+                    "go2_RL_hip_joint",
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+                    "go2_FL_thigh_joint",
+                    "go2_FR_thigh_joint",
+                    "go2_RL_thigh_joint",
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+                    "piper_joint2",
+                    "go2_FL_calf_joint",
+                    "go2_FR_calf_joint",
+                    "go2_RL_calf_joint",
+                    "go2_RR_calf_joint",
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+                    "piper_joint6",
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+        "L3": "action \u2014 PlannerManager output = RobotManager input; MAIN action; NaN resolved per nan_policy",
+        "L4": "action.applied \u2014 per-term processed action actually applied to sim (dims may differ from L3)"
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+        "task_type": "StationAssembly"
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N025/go2_arm/dr_off/seed_1023/stationassembly/000/lerobot_v21/meta/tasks.jsonl

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+{"task_index": 0, "task": "Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level."}

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N025/go2_arm/dr_off/seed_1023/stationassembly/000/run_meta.json

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N025/go2_arm/dr_off/seed_1023/stationassembly/000/sim_info/0/actions.npz

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N025/go2_arm/dr_off/seed_1023/stationassembly/000/sim_info/0/scene_snapshot.json

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+}

N025/go2_arm/dr_off/seed_1023/stationassembly/000/sim_info/0/sim_states.npz

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+oid sha256:c5029e65893efa05e1209a49aec5e9eaeeff90face2a2a254f13d4353644ef07
+size 738214

N025/go2_arm/dr_off/seed_1023/stationassembly/000/sim_info/magicsim_manifest.json

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+{
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+    "generated": {
+        "time": "2026-11-08 03:59:08"
+    },
+    "embodiment": {
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+                "cfg": "Go2PlusCfg",
+                "type": "mobilemanip",
+                "joint_names": [
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+                    "go2_FL_thigh_joint",
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+                    "piper_joint7",
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+    "timing": {
+        "fps": 50.0,
+        "fps_int": 50,
+        "sim_dt": 0.005,
+        "decimation": 4,
+        "note": "frames are control ticks; pending (planner-computing) ticks produce no frame \u2014 see per-frame sim_step_idx for real spacing"
+    },
+    "action_layout": {
+        "dim": 12,
+        "nan_policy": "from_raw",
+        "segments": [
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+                "start": 0,
+                "end": 4,
+                "names": [
+                    "base_action_0",
+                    "base_action_1",
+                    "base_action_2",
+                    "base_action_3"
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+                "source": "Go2UnifiedLocomotionAction",
+                "names_source": "fallback"
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+                "name": "Go2Plus.arm_action",
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+                "end": 11,
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+                    "piper_joint4",
+                    "piper_joint5",
+                    "piper_joint6",
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+        "L1": "atomic-skill planner command dict (collect.atomic_skill_info / global_planner_info)",
+        "L2": "action.command \u2014 Collect GlobalPlanner output = Env PlannerManager input (NaN kept verbatim)",
+        "L3": "action \u2014 PlannerManager output = RobotManager input; MAIN action; NaN resolved per nan_policy",
+        "L4": "action.applied \u2014 per-term processed action actually applied to sim (dims may differ from L3)"
+    },
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+        "task_type": "StationAssembly"
+    }
+}

N025/go2_arm/dr_on/seed_2019/check.json

@@ -0,0 +1,57 @@
+{
+ "ok": true,
+ "results": {
+  "codebase v2.1": {
+   "pass": true,
+   "detail": "v2.1"
+  },
+  "dataset fps = 25": {
+   "pass": true,
+   "detail": "info.fps 25"
+  },
+  "parquet episodes": {
+   "pass": true,
+   "detail": "1 files, info.total_episodes=1"
+  },
+  "observation.state shape": {
+   "pass": true,
+   "detail": "parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']"
+  },
+  "action shape": {
+   "pass": true,
+   "detail": "parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']"
+  },
+  "task text = MobileBench instruction": {
+   "pass": true,
+   "detail": "task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'"
+  },
+  "rows = recorded control steps / 2 (= episode length at 25 Hz)": {
+   "pass": true,
+   "detail": "2420 rows vs ceil(4839/2) = 2420"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..4869, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "20.89 MB, 2420 frames at 25 fps, mean luma 70..118, std 43, new picture 2419x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "2420 vs 2420"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "42.79 MB, 2420 frames at 25 fps, mean luma 87..166, std 37, new picture 2419x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "2420 vs 2420"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/go2_arm/dr_on/seed_2019/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_go2_on_2019/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_go2_on_2019/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 2420  videos 2  robot_type Go2PlusCfg
+[PASS] codebase v2.1: v2.1
+[PASS] dataset fps = 25: info.fps 25
+(no `lerobot` python given (--lerobot-python / LEROBOT_PY): loading with pyarrow + meta/info.json only)
+[PASS] parquet episodes: 1 files, info.total_episodes=1
+--- episode file episode_000000.parquet: 2420 rows, columns ['action', 'action_is_hold', 'observation.state', 'observation.joint_vel', 'observation.eef_pose', 'observation.environment_state', 'action.command', 'action.applied', 'narration', 'collect_info', 'extra.reward', 'extra.action_info', 'next.truncated', 'sim_step_idx', 'timestamp', 'frame_index', 'episode_index', 'index', 'task_index', 'next.done']
+[PASS] observation.state shape: parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']
+[PASS] action shape: parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']
+[PASS] task text = MobileBench instruction: task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'
+rows 2420 at dataset fps 25 = 96.80 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 2420 rows vs ceil(4839/2) = 2420
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..4869, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 20.89 MB, 2420 frames at 25 fps, mean luma 70..118, std 43, new picture 2419x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 2420 vs 2420
+[PASS] video observation.images.wrist decodes, 640x480, not black: 42.79 MB, 2420 frames at 25 fps, mean luma 87..166, std 37, new picture 2419x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 2420 vs 2420
+parquet size 65.56 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 129.49 MB; whole cell dir 131.5 MB
+RESULT: ALL PASS

N025/go2_arm/dr_on/seed_2019/report.json

@@ -0,0 +1,2399 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "go2_arm",
+  "level": "easy",
+  "scene_seed": 2019,
+  "execution_mode": "headless_collect_chain(StationAssembly->NavToPose/ReachStance/AssemblyGrasp/CarryPose/AssemblyInsert->NavTo+MobileMoveL+AssemblyServoL->cuRobo)",
+  "config": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/src/magicsim/Collect/Task/MobileAssembly/Conf/n025_wedge_shim.yaml",
+  "full_success": true,
+  "failure_reason": null,
+  "dr": {
+    "seed": 2019,
+    "wedge": {
+      "dx": 0.02138,
+      "dy": -0.02004,
+      "yaw_deg": 6.99933
+    },
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+      "dy": 0.04004,
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+      "yaw_deg": 5.19801
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+      ],
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+      "env.scene.objects.wedge.wedge_1.physics.mass": 0.03368,
+      "env.scene.background.intensity": [
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+      ],
+      "env.robot.RidgebackSawyerUmi.common.pos": [
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+        [
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+  "planner_seeds": {
+    "label": "lean",
+    "num_trajopt_seeds": 1,
+    "num_ik_seeds": 4,
+    "max_attempts": 6
+  },
+  "collect": {
+    "task": "N025",
+    "robot": "go2_arm",
+    "visual_dr": true,
+    "env": {
+      "MMB_COLLECT": "1",
+      "MMB_TASK_ID": "N025",
+      "MMB_CLEAN_VIEW": "1",
+      "MMB_REAL_ROBOT_LOOK": "1",
+      "MMB_VISUAL_DR": "1"
+    },
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+    "resolution": [
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+    "camera_hz": 25,
+    "record": {
+      "formats": [
+        "lerobot_v21",
+        "sim_info"
+      ],
+      "clear_buffer_on_failure": true,
+      "lerobot": {
+        "subsample_every": 2
+      }
+    }
+  },
+  "steps": 4869,
+  "task_id": "N025",
+  "task_version": "EXT60-MobileAvatar-v3",
+  "family_id": "wedge_support",
+  "primary_category": "C4",
+  "env_terminated": true,
+  "env_truncated": false,
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+      "table": "table_A"
+    },
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+      "table": "table_B"
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+}

N025/go2_arm/dr_on/seed_2019/stationassembly/000/completed/0.json

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N025/go2_arm/dr_on/seed_2019/stationassembly/000/lerobot_v21/meta/episodes.jsonl

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N025/go2_arm/dr_on/seed_2019/stationassembly/000/lerobot_v21/meta/episodes_stats.jsonl

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N025/go2_arm/dr_on/seed_2019/stationassembly/000/lerobot_v21/meta/extra/episode_000000.json

@@ -0,0 +1,643 @@
+{
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+ "env_id": 0,
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+     "model": "go2plus",
+     "type": "mobilemanip",
+     "noun": "Unitree Go2 EDU quadruped with a Piper arm",
+     "arms": 1,
+     "arm_layout": null,
+     "mobile": true,
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+     "base_pose": {
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+   "background": {
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+    "time_of_day": null,
+    "indoor": false,
+    "intensity": 824.65659,
+    "ambient": "dim"
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+   "effects": [],
+   "caption": "An Unitree Go2 EDU quadruped with a Piper arm is positioned at the workspace, facing the gray table B. There are a large gray table A, a large gray table B, a medium shim board and a small wedge. The gray table A is to the left of the wedge. The gray table B is to the right of the shim board. The shim board is on top of the gray table B. The shim board is to the left of the gray table B. The wedge is on top of the gray table A. The wedge is to the right of the gray table A. The scene is viewed from front-right, at table height.",
+   "layout_ascii": "  +x forward / +y left  (top-down view)\n                   [shim board]\n\n\n[[wedge]]\n\n\n\n\n  [robot]"
+  },
+  "task": {
+   "task_type": "StationAssembly",
+   "instruction": "Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.",
+   "template_id": -1,
+   "slots": {
+    "obj": 1.5707963267948966,
+    "support": null
+   },
+   "generic_instruction": "Stationassembly the 1.5707963267948966.",
+   "task_id": "N025",
+   "instruction_source": "magicsim/Task/MobileBench/instructions.tsv"
+  },
+  "narration_log": {
+   "frame_0552": {
+    "frame_idx": 552,
+    "caption": "Computing a grasp pose for the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "search",
+    "skill_state": "computing",
+    "planner": "NavTo",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_0582": {
+    "frame_idx": 582,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_0753": {
+    "frame_idx": 753,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_0755": {
+    "frame_idx": 755,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_1137": {
+    "frame_idx": 1137,
+    "caption": "Computing a grasp pose for the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "ReachStance",
+    "phase": "verify",
+    "skill_state": "computing",
+    "planner": "MobileServoL",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_1207": {
+    "frame_idx": 1207,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "AssemblyGrasp",
+    "phase": "pre_grasp",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_1233": {
+    "frame_idx": 1233,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "AssemblyGrasp",
+    "phase": "pre_grasp",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_1255": {
+    "frame_idx": 1255,
+    "caption": "Working on the small wedge; the right gripper is below the wedge.",
+    "skill": "AssemblyGrasp",
+    "phase": "pre_grasp",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1574": {
+    "frame_idx": 1574,
+    "caption": "Done — the small wedge is grasped; the right gripper is below the wedge.",
+    "skill": "Grasp",
+    "phase": "completed",
+    "skill_state": "finished",
+    "planner": "MobileMoveL",
+    "planner_state": "finished",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1575": {
+    "frame_idx": 1575,
+    "caption": "Working on the small wedge; the right gripper is below the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below"
+    ]
+   },
+   "frame_1623": {
+    "frame_idx": 1623,
+    "caption": "Working on the small wedge; the right gripper is below and in front of the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_1634": {
+    "frame_idx": 1634,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and in front of the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2364": {
+    "frame_idx": 2364,
+    "caption": "Computing a grasp pose for the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "search",
+    "skill_state": "computing",
+    "planner": "NavTo",
+    "planner_state": "finished",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_2537": {
+    "frame_idx": 2537,
+    "caption": "Working on the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_4221": {
+    "frame_idx": 4221,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_4225": {
+    "frame_idx": 4225,
+    "caption": "Working on the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_4234": {
+    "frame_idx": 4234,
+    "caption": "Working on the medium shim board; the right gripper is below and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "in_front_of"
+    ]
+   },
+   "frame_4258": {
+    "frame_idx": 4258,
+    "caption": "Working on the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "walk",
+    "skill_state": "running",
+    "planner": "MobileServoL",
+    "planner_state": "running",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_4379": {
+    "frame_idx": 4379,
+    "caption": "Computing a grasp pose for the medium shim board; the right gripper is below and to the left of and in front of the shim board.",
+    "skill": "ReachStance",
+    "phase": "verify",
+    "skill_state": "computing",
+    "planner": "MobileServoL",
+    "planner_state": "finished",
+    "target": "shim_board_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "in_front_of"
+    ]
+   },
+   "frame_4446": {
+    "frame_idx": 4446,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of and behind the wedge.",
+    "skill": "AssemblyInsert",
+    "phase": "wp:pre_insert",
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
+    "target": "wedge_1",
+    "hand_id": 0,
+    "eef_relation": [
+     "below",
+     "left_of",
+     "behind"
+    ]
+   }
+  }
+ },
+ "depth_range": [
+  0.1,
+  20.0
+ ],
+ "annotation_sidecar": null,
+ "annotation_sidecar_keys": [],
+ "terminated": true,
+ "truncated": false
+}

N025/go2_arm/dr_on/seed_2019/stationassembly/000/lerobot_v21/meta/info.json

@@ -0,0 +1,296 @@
+{
+    "codebase_version": "v2.1",
+    "robot_type": "Go2PlusCfg",
+    "total_episodes": 1,
+    "total_frames": 2420,
+    "total_tasks": 1,
+    "total_videos": 2,
+    "total_chunks": 1,
+    "chunks_size": 1000,
+    "fps": 25,
+    "splits": {
+        "train": "0:1"
+    },
+    "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
+    "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
+    "features": {
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+            "dtype": "float32",
+            "shape": [
+                12
+            ],
+            "names": [
+                "base_action_0",
+                "base_action_1",
+                "base_action_2",
+                "base_action_3",
+                "eef0.pos_x",
+                "eef0.pos_y",
+                "eef0.pos_z",
+                "eef0.quat_w",
+                "eef0.quat_x",
+                "eef0.quat_y",
+                "eef0.quat_z",
+                "gripper"
+            ]
+        },
+        "action_is_hold": {
+            "dtype": "bool",
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+                12
+            ],
+            "names": null
+        },
+        "observation.state": {
+            "dtype": "float32",
+            "shape": [
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+            ],
+            "names": [
+                "joint_0",
+                "joint_1",
+                "joint_2",
+                "joint_3",
+                "joint_4",
+                "joint_5",
+                "joint_6",
+                "joint_7",
+                "joint_8",
+                "joint_9",
+                "joint_10",
+                "joint_11",
+                "joint_12",
+                "joint_13",
+                "joint_14",
+                "joint_15",
+                "joint_16",
+                "joint_17",
+                "joint_18",
+                "joint_19",
+                "joint_20",
+                "joint_21",
+                "joint_22",
+                "joint_23",
+                "gripper_0",
+                "gripper_1"
+            ]
+        },
+        "observation.joint_vel": {
+            "dtype": "float32",
+            "shape": [
+                20
+            ],
+            "names": [
+                "go2_FL_hip_joint",
+                "go2_FR_hip_joint",
+                "go2_RL_hip_joint",
+                "go2_RR_hip_joint",
+                "piper_joint1",
+                "go2_FL_thigh_joint",
+                "go2_FR_thigh_joint",
+                "go2_RL_thigh_joint",
+                "go2_RR_thigh_joint",
+                "piper_joint2",
+                "go2_FL_calf_joint",
+                "go2_FR_calf_joint",
+                "go2_RL_calf_joint",
+                "go2_RR_calf_joint",
+                "piper_joint3",
+                "piper_joint4",
+                "piper_joint5",
+                "piper_joint6",
+                "piper_joint7",
+                "piper_joint8"
+            ]
+        },
+        "observation.eef_pose": {
+            "dtype": "float32",
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+            ],
+            "names": null
+        },
+        "observation.environment_state": {
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+            ],
+            "names": [
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+                "articulation_joint_vel.shim_board.0",
+                "articulation_pose.shim_board.0",
+                "articulation_pose.shim_board.1",
+                "articulation_pose.shim_board.2",
+                "articulation_pose.shim_board.3",
+                "articulation_pose.shim_board.4",
+                "articulation_pose.shim_board.5",
+                "articulation_pose.shim_board.6",
+                "object_pose.table_A.0",
+                "object_pose.table_A.1",
+                "object_pose.table_A.2",
+                "object_pose.table_A.3",
+                "object_pose.table_A.4",
+                "object_pose.table_A.5",
+                "object_pose.table_A.6",
+                "object_pose.table_B.0",
+                "object_pose.table_B.1",
+                "object_pose.table_B.2",
+                "object_pose.table_B.3",
+                "object_pose.table_B.4",
+                "object_pose.table_B.5",
+                "object_pose.table_B.6",
+                "object_pose.wedge.0",
+                "object_pose.wedge.1",
+                "object_pose.wedge.2",
+                "object_pose.wedge.3",
+                "object_pose.wedge.4",
+                "object_pose.wedge.5",
+                "object_pose.wedge.6"
+            ]
+        },
+        "action.command": {
+            "dtype": "float32",
+            "shape": [
+                1088
+            ],
+            "names": null
+        },
+        "action.applied": {
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+            "shape": [
+                20
+            ],
+            "names": null
+        },
+        "narration": {
+            "dtype": "string",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "collect_info": {
+            "dtype": "string",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "extra.reward": {
+            "dtype": "float32",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "extra.action_info": {
+            "dtype": "string",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "next.truncated": {
+            "dtype": "bool",
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+                1
+            ],
+            "names": null
+        },
+        "sim_step_idx": {
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+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "timestamp": {
+            "dtype": "float32",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "frame_index": {
+            "dtype": "int64",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "episode_index": {
+            "dtype": "int64",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "index": {
+            "dtype": "int64",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "task_index": {
+            "dtype": "int64",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "next.done": {
+            "dtype": "bool",
+            "shape": [
+                1
+            ],
+            "names": null
+        },
+        "observation.images.head": {
+            "dtype": "video",
+            "shape": [
+                480,
+                640,
+                3
+            ],
+            "names": [
+                "height",
+                "width",
+                "channels"
+            ],
+            "info": {
+                "video.fps": 25,
+                "video.codec": "libsvtav1",
+                "video.pix_fmt": "yuv420p",
+                "video.is_depth_map": false,
+                "video.height": 480,
+                "video.width": 640,
+                "video.channels": 3,
+                "has_audio": false
+            }
+        },
+        "observation.images.wrist": {
+            "dtype": "video",
+            "shape": [
+                480,
+                640,
+                3
+            ],
+            "names": [
+                "height",
+                "width",
+                "channels"
+            ],
+            "info": {
+                "video.fps": 25,
+                "video.codec": "libsvtav1",
+                "video.pix_fmt": "yuv420p",
+                "video.is_depth_map": false,
+                "video.height": 480,
+                "video.width": 640,
+                "video.channels": 3,
+                "has_audio": false
+            }
+        }
+    }
+}

N025/go2_arm/dr_on/seed_2019/stationassembly/000/lerobot_v21/meta/magicsim_manifest.json

@@ -0,0 +1,290 @@
+{
+    "schema_version": 1,
+    "generated": {
+        "time": "2026-11-08 03:54:10"
+    },
+    "embodiment": {
+        "robots": [
+            {
+                "name": "Go2Plus",
+                "cfg": "Go2PlusCfg",
+                "type": "mobilemanip",
+                "joint_names": [
+                    "go2_FL_hip_joint",
+                    "go2_FR_hip_joint",
+                    "go2_RL_hip_joint",
+                    "go2_RR_hip_joint",
+                    "piper_joint1",
+                    "go2_FL_thigh_joint",
+                    "go2_FR_thigh_joint",
+                    "go2_RL_thigh_joint",
+                    "go2_RR_thigh_joint",
+                    "piper_joint2",
+                    "go2_FL_calf_joint",
+                    "go2_FR_calf_joint",
+                    "go2_RL_calf_joint",
+                    "go2_RR_calf_joint",
+                    "piper_joint3",
+                    "piper_joint4",
+                    "piper_joint5",
+                    "piper_joint6",
+                    "piper_joint7",
+                    "piper_joint8"
+                ]
+            }
+        ]
+    },
+    "timing": {
+        "fps": 50.0,
+        "fps_int": 50,
+        "sim_dt": 0.005,
+        "decimation": 4,
+        "note": "frames are control ticks; pending (planner-computing) ticks produce no frame \u2014 see per-frame sim_step_idx for real spacing"
+    },
+    "action_layout": {
+        "dim": 12,
+        "nan_policy": "from_raw",
+        "segments": [
+            {
+                "name": "Go2Plus.base_action",
+                "start": 0,
+                "end": 4,
+                "names": [
+                    "base_action_0",
+                    "base_action_1",
+                    "base_action_2",
+                    "base_action_3"
+                ],
+                "source": "Go2UnifiedLocomotionAction",
+                "names_source": "fallback"
+            },
+            {
+                "name": "Go2Plus.arm_action",
+                "start": 4,
+                "end": 11,
+                "names": [
+                    "eef0.pos_x",
+                    "eef0.pos_y",
+                    "eef0.pos_z",
+                    "eef0.quat_w",
+                    "eef0.quat_x",
+                    "eef0.quat_y",
+                    "eef0.quat_z"
+                ],
+                "source": "Go2PlusCuroboIKAction",
+                "names_source": "pose_layout"
+            },
+            {
+                "name": "Go2Plus.eef_action",
+                "start": 11,
+                "end": 12,
+                "names": [
+                    "gripper"
+                ],
+                "source": "BinaryJointPositionAction",
+                "names_source": "gripper"
+            }
+        ]
+    },
+    "state_layout": {
+        "dim": 26,
+        "segments": [
+            {
+                "name": "Go2Plus.joint_pos",
+                "start": 0,
+                "end": 24,
+                "names": [
+                    "joint_0",
+                    "joint_1",
+                    "joint_2",
+                    "joint_3",
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+        "note": "frames are control ticks; pending (planner-computing) ticks produce no frame \u2014 see per-frame sim_step_idx for real spacing"
+    },
+    "action_layout": {
+        "dim": 12,
+        "nan_policy": "from_raw",
+        "segments": [
+            {
+                "name": "Go2Plus.base_action",
+                "start": 0,
+                "end": 4,
+                "names": [
+                    "base_action_0",
+                    "base_action_1",
+                    "base_action_2",
+                    "base_action_3"
+                ],
+                "source": "Go2UnifiedLocomotionAction",
+                "names_source": "fallback"
+            },
+            {
+                "name": "Go2Plus.arm_action",
+                "start": 4,
+                "end": 11,
+                "names": [
+                    "eef0.pos_x",
+                    "eef0.pos_y",
+                    "eef0.pos_z",
+                    "eef0.quat_w",
+                    "eef0.quat_x",
+                    "eef0.quat_y",
+                    "eef0.quat_z"
+                ],
+                "source": "Go2PlusCuroboIKAction",
+                "names_source": "pose_layout"
+            },
+            {
+                "name": "Go2Plus.eef_action",
+                "start": 11,
+                "end": 12,
+                "names": [
+                    "gripper"
+                ],
+                "source": "BinaryJointPositionAction",
+                "names_source": "gripper"
+            }
+        ]
+    },
+    "state_layout": {
+        "dim": 26,
+        "segments": [
+            {
+                "name": "Go2Plus.joint_pos",
+                "start": 0,
+                "end": 24,
+                "names": [
+                    "joint_0",
+                    "joint_1",
+                    "joint_2",
+                    "joint_3",
+                    "joint_4",
+                    "joint_5",
+                    "joint_6",
+                    "joint_7",
+                    "joint_8",
+                    "joint_9",
+                    "joint_10",
+                    "joint_11",
+                    "joint_12",
+                    "joint_13",
+                    "joint_14",
+                    "joint_15",
+                    "joint_16",
+                    "joint_17",
+                    "joint_18",
+                    "joint_19",
+                    "joint_20",
+                    "joint_21",
+                    "joint_22",
+                    "joint_23"
+                ],
+                "source": "ObservationManager",
+                "names_source": "fallback_dim_mismatch(joint_names=20,obs=24)"
+            },
+            {
+                "name": "Go2Plus.gripper_pos",
+                "start": 24,
+                "end": 26,
+                "names": [
+                    "gripper_0",
+                    "gripper_1"
+                ],
+                "source": "ObservationManager",
+                "names_source": "generated"
+            }
+        ]
+    },
+    "joint_vel_layout": {
+        "dim": 20,
+        "segments": [
+            {
+                "name": "Go2Plus.joint_vel",
+                "start": 0,
+                "end": 20,
+                "names": [
+                    "go2_FL_hip_joint",
+                    "go2_FR_hip_joint",
+                    "go2_RL_hip_joint",
+                    "go2_RR_hip_joint",
+                    "piper_joint1",
+                    "go2_FL_thigh_joint",
+                    "go2_FR_thigh_joint",
+                    "go2_RL_thigh_joint",
+                    "go2_RR_thigh_joint",
+                    "piper_joint2",
+                    "go2_FL_calf_joint",
+                    "go2_FR_calf_joint",
+                    "go2_RL_calf_joint",
+                    "go2_RR_calf_joint",
+                    "piper_joint3",
+                    "piper_joint4",
+                    "piper_joint5",
+                    "piper_joint6",
+                    "piper_joint7",
+                    "piper_joint8"
+                ],
+                "source": "ObservationManager",
+                "names_source": "joint_names"
+            }
+        ]
+    },
+    "action_levels": {
+        "L0": "task command list (collect.auto_collect_info.current_action)",
+        "L1": "atomic-skill planner command dict (collect.atomic_skill_info / global_planner_info)",
+        "L2": "action.command \u2014 Collect GlobalPlanner output = Env PlannerManager input (NaN kept verbatim)",
+        "L3": "action \u2014 PlannerManager output = RobotManager input; MAIN action; NaN resolved per nan_policy",
+        "L4": "action.applied \u2014 per-term processed action actually applied to sim (dims may differ from L3)"
+    },
+    "cameras": {
+        "head": {
+            "intrinsics": {
+                "K": [
+                    [
+                        607.7061061683956,
+                        0.0,
+                        320.0
+                    ],
+                    [
+                        0.0,
+                        607.3754374751866,
+                        240.0
+                    ],
+                    [
+                        0.0,
+                        0.0,
+                        1.0
+                    ]
+                ],
+                "fov_h_deg": 55.53991912549515,
+                "resolution": [
+                    640,
+                    480
+                ]
+            },
+            "pos": [
+                0.33205100893974304,
+                0.038026999682188034,
+                0.09355899691581726
+            ],
+            "quat": [
+                -0.5022302269935608,
+                -0.499491810798645,
+                0.5120040774345398,
+                0.4859265089035034
+            ]
+        },
+        "wrist": {
+            "intrinsics": {
+                "K": [
+                    [
+                        617.2500342478374,
+                        0.0,
+                        320.0
+                    ],
+                    [
+                        0.0,
+                        617.548655622722,
+                        240.0
+                    ],
+                    [
+                        0.0,
+                        0.0,
+                        1.0
+                    ]
+                ],
+                "fov_h_deg": 54.807019583348044,
+                "resolution": [
+                    640,
+                    480
+                ]
+            },
+            "pos": [
+                -0.0749870017170906,
+                0.005288999993354082,
+                0.04582099989056587
+            ],
+            "quat": [
+                0.1271296590566635,
+                0.701795220375061,
+                -0.6904057860374451,
+                -0.12108422070741653
+            ]
+        }
+    },
+    "generated_run": {
+        "run_id": "stationassembly/000",
+        "task_type": "StationAssembly"
+    }
+}

N025/go2_arm/dr_on/seed_2019/stationassembly/000/visual_dr.json

@@ -0,0 +1,676 @@
+{
+ "version": 1,
+ "settings": {
+  "enabled": false,
+  "keep": [
+   "wedge",
+   "shim_board"
+  ],
+  "skip": [
+   "*Robot_*",
+   "*/Camera*",
+   "*/camera*"
+  ],
+  "light_intensity": [
+   0.6,
+   1.5
+  ],
+  "light_color_temperature": [
+   3500.0,
+   7500.0
+  ],
+  "light_jitter_deg": 5.0,
+  "dome_swap_prob": 0.5,
+  "dome_tint_sat": [
+   0.0,
+   0.15
+  ],
+  "dome_yaw": true,
+  "hdr_dir": "$MAGICSIM_ASSETS/Background",
+  "tint_sat": [
+   0.0,
+   0.3
+  ],
+  "tint_val": [
+   0.7,
+   1.0
+  ],
+  "roughness_scale": [
+   0.8,
+   1.25
+  ],
+  "material_swap": true,
+  "material_swap_prob": 1.0,
+  "material_library": "$MAGICSIM_ASSETS/Material"
+ },
+ "episodes": [
+  {
+   "env_ids": [
+    0
+   ],
+   "reset_index": 0,
+   "episode_seed": 2019,
+   "seeds": {
+    "0": 2019
+   },
+   "lights": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/RectLight",
+     "type": "RectLight",
+     "intensity": 14748.784183,
+     "intensity_base": 15000.0,
+     "enable_color_temperature": true,
+     "color_temperature_k": 3866.643425,
+     "rotate_deg": [
+      -2.787,
+      0.439,
+      -4.694
+     ]
+    }
+   ],
+   "domes": [
+    {
+     "path": "/World/background",
+     "type": "DomeLight",
+     "intensity": 695.02991,
+     "intensity_base": 824.6566,
+     "enable_color_temperature": true,
+     "color_temperature_k": 5320.844168,
+     "rotate_deg": [
+      0.0,
+      0.0,
+      13.238
+     ],
+     "dome": {
+      "path": "/World/background",
+      "hdr_base": null,
+      "hdr": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/Assets/Background/champagne_castle_1_4k.hdr",
+      "color": [
+       0.83232,
+       0.732615,
+       0.788205
+      ]
+     }
+    }
+   ],
+   "materials": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Light",
+     "shader": "omnipbr",
+     "color": [
+      0.7559,
+      0.9461,
+      0.8032
+     ],
+     "color_base": [
+      1.0,
+      1.0,
+      1.0
+     ],
+     "roughness": 0.431598,
+     "roughness_base": 0.5,
+     "bound_prims": 1
+    }
+   ],
+   "display_colors": [],
+   "swapped": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/ParquetFloor",
+     "role": "ground",
+     "mdl": "Source/Wood/Wood_Tiles_Pine.mdl",
+     "material": "/MmbVdrLooks/Source_Wood_Wood_Tiles_Pine",
+     "bound_prims": 1,
+     "pool_size": 42,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WhitePlastic",
+     "role": "wall",
+     "mdl": "Source/Paint/Chalk_Paint.mdl",
+     "material": "/MmbVdrLooks/Source_Paint_Chalk_Paint",
+     "bound_prims": 17,
+     "pool_size": 28,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WhitePlastic2",
+     "role": "wall",
+     "mdl": "Source/Paint/Paint_Gun_Metal.mdl",
+     "material": "/MmbVdrLooks/Source_Paint_Paint_Gun_Metal",
+     "bound_prims": 22,
+     "pool_size": 28,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WoodWall",
+     "role": "wall",
+     "mdl": "Source/Stone/Ardesia_Grigia.mdl",
+     "material": "/MmbVdrLooks/Source_Stone_Ardesia_Grigia",
+     "bound_prims": 10,
+     "pool_size": 28,
+     "bind_failed": 0
+    }
+   ],
+   "skipped": {
+    "unsupported_shader": 1,
+    "protected_material": 0,
+    "error": 0,
+    "instance_proxy": 0,
+    "no_swap": 2,
+    "bind_failed": 0
+   },
+   "keep_hits": {
+    "wedge": 2,
+    "shim_board": 4
+   },
+   "physics_skip": {
+    "physics_binding": 7,
+    "rigid_body": 223,
+    "examples": [
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RR_calf/go2_RR_calf_geometry/visual_0",
+      "rigid_body"
+     ]
+    ]
+   },
+   "material_library": {
+    "root": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/Assets/Material",
+    "pool_sizes": {
+     "ground": 42,
+     "wall": 28,
+     "furniture": 38,
+     "object": 54
+    }
+   },
+   "no_swap": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Glass",
+     "reason": "glass",
+     "bound_prims": 1
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Light",
+     "reason": "emissive",
+     "bound_prims": 1
+    }
+   ],
+   "unsupported": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Glass",
+     "mdl": "OmniGlass.mdl",
+     "bound_prims": 1
+    }
+   ]
+  },
+  {
+   "env_ids": [
+    0
+   ],
+   "reset_index": 1,
+   "episode_seed": 2019,
+   "seeds": {
+    "0": 2019
+   },
+   "lights": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/RectLight",
+     "type": "RectLight",
+     "intensity": 14748.784183,
+     "intensity_base": 15000.0,
+     "enable_color_temperature": true,
+     "color_temperature_k": 3866.643425,
+     "rotate_deg": [
+      -2.787,
+      0.439,
+      -4.694
+     ]
+    }
+   ],
+   "domes": [
+    {
+     "path": "/World/background",
+     "type": "DomeLight",
+     "intensity": 695.02991,
+     "intensity_base": 824.6566,
+     "enable_color_temperature": true,
+     "color_temperature_k": 5320.844168,
+     "rotate_deg": [
+      0.0,
+      0.0,
+      13.238
+     ],
+     "dome": {
+      "path": "/World/background",
+      "hdr_base": null,
+      "hdr": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/Assets/Background/champagne_castle_1_4k.hdr",
+      "color": [
+       0.83232,
+       0.732615,
+       0.788205
+      ]
+     }
+    }
+   ],
+   "materials": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Light",
+     "shader": "omnipbr",
+     "color": [
+      0.7559,
+      0.9461,
+      0.8032
+     ],
+     "color_base": [
+      1.0,
+      1.0,
+      1.0
+     ],
+     "roughness": 0.431598,
+     "roughness_base": 0.5,
+     "bound_prims": 1
+    }
+   ],
+   "display_colors": [],
+   "swapped": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/ParquetFloor",
+     "role": "ground",
+     "mdl": "Source/Wood/Wood_Tiles_Pine.mdl",
+     "material": "/MmbVdrLooks/Source_Wood_Wood_Tiles_Pine",
+     "bound_prims": 1,
+     "pool_size": 42,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WhitePlastic",
+     "role": "wall",
+     "mdl": "Source/Paint/Chalk_Paint.mdl",
+     "material": "/MmbVdrLooks/Source_Paint_Chalk_Paint",
+     "bound_prims": 17,
+     "pool_size": 28,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WhitePlastic2",
+     "role": "wall",
+     "mdl": "Source/Paint/Paint_Gun_Metal.mdl",
+     "material": "/MmbVdrLooks/Source_Paint_Paint_Gun_Metal",
+     "bound_prims": 22,
+     "pool_size": 28,
+     "bind_failed": 0
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/WoodWall",
+     "role": "wall",
+     "mdl": "Source/Stone/Ardesia_Grigia.mdl",
+     "material": "/MmbVdrLooks/Source_Stone_Ardesia_Grigia",
+     "bound_prims": 10,
+     "pool_size": 28,
+     "bind_failed": 0
+    }
+   ],
+   "skipped": {
+    "unsupported_shader": 1,
+    "protected_material": 0,
+    "error": 0,
+    "instance_proxy": 0,
+    "no_swap": 2,
+    "bind_failed": 0
+   },
+   "keep_hits": {
+    "wedge": 2,
+    "shim_board": 4
+   },
+   "physics_skip": {
+    "physics_binding": 7,
+    "rigid_body": 223,
+    "examples": [
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_calf/go2_FL_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_hip/go2_FL_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FL_thigh/go2_FL_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_calf/go2_FR_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_hip/go2_FR_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_FR_thigh/go2_FR_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calf_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calflower_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_calflower1_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_foot_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_calf/go2_RL_foot_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_hip/go2_RL_hip_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/visual_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/visual_1",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RL_thigh/go2_RL_thigh_geometry/collision_0",
+      "rigid_body"
+     ],
+     [
+      "/World/envs/env_0/Robot_0/Bodies/go2_RR_calf/go2_RR_calf_geometry/visual_0",
+      "rigid_body"
+     ]
+    ]
+   },
+   "material_library": {
+    "root": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/Assets/Material",
+    "pool_sizes": {
+     "ground": 42,
+     "wall": 28,
+     "furniture": 38,
+     "object": 54
+    }
+   },
+   "no_swap": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Glass",
+     "reason": "glass",
+     "bound_prims": 1
+    },
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Light",
+     "reason": "emissive",
+     "bound_prims": 1
+    }
+   ],
+   "unsupported": [
+    {
+     "path": "/World/envs/env_0/Terrain/room/simple_room/Looks/Glass",
+     "mdl": "OmniGlass.mdl",
+     "bound_prims": 1
+    }
+   ]
+  }
+ ]
+}

N025/go2_arm/dr_on/seed_2020/check.json

@@ -0,0 +1,57 @@
+{
+ "ok": true,
+ "results": {
+  "codebase v2.1": {
+   "pass": true,
+   "detail": "v2.1"
+  },
+  "dataset fps = 25": {
+   "pass": true,
+   "detail": "info.fps 25"
+  },
+  "parquet episodes": {
+   "pass": true,
+   "detail": "1 files, info.total_episodes=1"
+  },
+  "observation.state shape": {
+   "pass": true,
+   "detail": "parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']"
+  },
+  "action shape": {
+   "pass": true,
+   "detail": "parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']"
+  },
+  "task text = MobileBench instruction": {
+   "pass": true,
+   "detail": "task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'"
+  },
+  "rows = recorded control steps / 2 (= episode length at 25 Hz)": {
+   "pass": true,
+   "detail": "1657 rows vs ceil(3313/2) = 1657"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..3343, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "32.85 MB, 1657 frames at 25 fps, mean luma 84..130, std 41, new picture 1656x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "1657 vs 1657"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "33.60 MB, 1657 frames at 25 fps, mean luma 118..174, std 35, new picture 1656x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "1657 vs 1657"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/go2_arm/dr_on/seed_2020/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_go2_on_2020/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_go2_on_2020/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 1657  videos 2  robot_type Go2PlusCfg
+[PASS] codebase v2.1: v2.1
+[PASS] dataset fps = 25: info.fps 25
+(no `lerobot` python given (--lerobot-python / LEROBOT_PY): loading with pyarrow + meta/info.json only)
+[PASS] parquet episodes: 1 files, info.total_episodes=1
+--- episode file episode_000000.parquet: 1657 rows, columns ['action', 'action_is_hold', 'observation.state', 'observation.joint_vel', 'observation.eef_pose', 'observation.environment_state', 'action.command', 'action.applied', 'narration', 'collect_info', 'extra.reward', 'extra.action_info', 'next.truncated', 'sim_step_idx', 'timestamp', 'frame_index', 'episode_index', 'index', 'task_index', 'next.done']
+[PASS] observation.state shape: parquet width 26, info shape [26], 26 names first: ['joint_0', 'joint_1', 'joint_2', 'joint_3', 'joint_4', 'joint_5']
+[PASS] action shape: parquet width 12, info shape [12], 12 names first: ['base_action_0', 'base_action_1', 'base_action_2', 'base_action_3', 'eef0.pos_x', 'eef0.pos_y']
+[PASS] task text = MobileBench instruction: task_index 0: 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'; expected 'Go to the table, pick up the wedge, carry it to the board, and push the wedge under its low side until the board is level.'
+rows 1657 at dataset fps 25 = 66.28 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 1657 rows vs ceil(3313/2) = 1657
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..3343, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 32.85 MB, 1657 frames at 25 fps, mean luma 84..130, std 41, new picture 1656x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 1657 vs 1657
+[PASS] video observation.images.wrist decodes, 640x480, not black: 33.60 MB, 1657 frames at 25 fps, mean luma 118..174, std 35, new picture 1656x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 1657 vs 1657
+parquet size 18.96 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 85.64 MB; whole cell dir 87.1 MB
+RESULT: ALL PASS

N025/go2_arm/dr_on/seed_2020/report.json

@@ -0,0 +1,2074 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "go2_arm",
+  "level": "easy",
+  "scene_seed": 2020,
+  "execution_mode": "headless_collect_chain(StationAssembly->NavToPose/ReachStance/AssemblyGrasp/CarryPose/AssemblyInsert->NavTo+MobileMoveL+AssemblyServoL->cuRobo)",
+  "config": "/mnt/scratch/xc536_atomic_local/repo_eb439a44f/src/magicsim/Collect/Task/MobileAssembly/Conf/n025_wedge_shim.yaml",
+  "full_success": true,
+  "failure_reason": null,
+  "dr": {
+    "seed": 2020,
+    "wedge": {
+      "dx": 0.06253,
+      "dy": -0.0029,
+      "yaw_deg": 1.01575
+    },
+    "shim_board": {
+      "dx": -0.00637,
+      "dy": -0.00209,
+      "yaw_deg": -2.81441
+    },
+    "wedge_mass": 0.02661,
+    "light": 1139.49522,
+    "spawn": {
+      "dx": -0.00051,
+      "dy": 0.06516,
+      "yaw_deg": 0.63281
+    },
+    "overrides": {
+      "env.scene.objects.wedge.common.pos": [
+        -1.93747,
+        1.3971,
+        0.431
+      ],
+      "env.scene.objects.wedge.common.ori": [
+        0.0,
+        0.0,
+        91.01575
+      ],
+      "env.scene.objects.shim_board.common.pos": [
+        1.19363,
+        3.14791,
+        0.43
+      ],
+      "env.scene.objects.shim_board.common.ori": [
+        0.0,
+        0.0,
+        -92.81441
+      ],
+      "env.scene.objects.wedge.wedge_1.physics.mass": 0.02661,
+      "env.scene.background.intensity": [
+        1139.49522,
+        1139.49522
+      ],
+      "env.robot.RidgebackSawyerUmi.common.pos": [
+        [
+          -3.60051,
+          -2.43484,
+          0.06
+        ],
+        [
+          -3.60051,
+          -2.43484,
+          0.06
+        ]
+      ],
+      "env.robot.RidgebackSawyerUmi.common.ori": [
+        [
+          0,
+          0,
+          60.63281
+        ],
+        [
+          0,
+          0,
+          60.63281
+        ]
+      ]
+    }
+  },
+  "planner_seeds": {
+    "label": "lean",
+    "num_trajopt_seeds": 1,
+    "num_ik_seeds": 4,
+    "max_attempts": 6
+  },
+  "collect": {
+    "task": "N025",
+    "robot": "go2_arm",
+    "visual_dr": true,
+    "env": {
+      "MMB_COLLECT": "1",
+      "MMB_TASK_ID": "N025",
+      "MMB_CLEAN_VIEW": "1",
+      "MMB_REAL_ROBOT_LOOK": "1",
+      "MMB_VISUAL_DR": "1"
+    },
+    "cameras": {
+      "head": {
+        "link": "Robot_0/Bodies/go2_base",
+        "pos": [
+          0.332051,
+          0.038027,
+          0.093559
+        ],
+        "ori": [
+          169.9473,
+          -88.6452,
+          81.5985
+        ],
+        "focal_length": 1.8231182098388672,
+        "horizontal_aperture": 1.9199999570846558,
+        "vertical_aperture": 1.4407838582992554
+      },
+      "wrist": {
+        "link": "Robot_0/Bodies/piper_link6",
+        "pos": [
+          -0.074987,
+          0.005289,
+          0.045821
+        ],
+        "ori": [
+          179.3135,
+          -20.212,
+          88.9402
+        ],
+        "focal_length": 1.8517500162124634,
+        "horizontal_aperture": 1.9199999570846558,
+        "vertical_aperture": 1.4393036365509033
+      }
+    },
+    "resolution": [
+      640,
+      480
+    ],
+    "camera_hz": 25,
+    "record": {
+      "formats": [
+        "lerobot_v21",
+        "sim_info"
+      ],
+      "clear_buffer_on_failure": true,
+      "lerobot": {
+        "subsample_every": 2
+      }
+    }
+  },
+  "steps": 3343,
+  "task_id": "N025",
+  "task_version": "EXT60-MobileAvatar-v3",
+  "family_id": "wedge_support",
+  "primary_category": "C4",
+  "env_terminated": true,
+  "env_truncated": false,
+  "station_layout": {
+    "S": {
+      "pose": [
+        -3.6,
+        -2.5,
+        60.0
+      ]
+    },
+    "A": {
+      "center": [
+        -2.0,
+        0.6
+      ],
+      "zone_radius": 0.6,
+      "table": "table_A"
+    },
+    "B": {
+      "center": [
+        1.2,
+        2.1
+      ],
+      "zone_radius": 0.6,
+      "table": "table_B"
+    }
+  },
+  "spawn_pose": [
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+    -2.434839963912964,
+    1.058242177814835
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+  "base_path": [
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N025/go2_arm/dr_on/seed_2020/stationassembly/000/completed/0.json

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