add 22 staged episodes

N025/go2_arm/dr_off/seed_1067/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": "1679 rows vs ceil(3358/2) = 1679"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..3387, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "16.83 MB, 1679 frames at 25 fps, mean luma 111..143, std 24, new picture 1678x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "1679 vs 1679"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "26.05 MB, 1679 frames at 25 fps, mean luma 115..169, std 30, new picture 1678x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "1679 vs 1679"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/go2_arm/dr_off/seed_1067/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_go2_off_1067/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_go2_off_1067/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 1679  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: 1679 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 1679 at dataset fps 25 = 67.16 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 1679 rows vs ceil(3358/2) = 1679
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..3387, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 16.83 MB, 1679 frames at 25 fps, mean luma 111..143, std 24, new picture 1678x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 1679 vs 1679
+[PASS] video observation.images.wrist decodes, 640x480, not black: 26.05 MB, 1679 frames at 25 fps, mean luma 115..169, std 30, new picture 1678x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 1679 vs 1679
+parquet size 18.45 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 61.57 MB; whole cell dir 63.1 MB
+RESULT: ALL PASS

N025/go2_arm/dr_off/seed_1067/report.json

@@ -0,0 +1,2094 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "go2_arm",
+  "level": "easy",
+  "scene_seed": 1067,
+  "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": 1067,
+    "wedge": {
+      "dx": -0.07957,
+      "dy": -0.00041,
+      "yaw_deg": -3.75981
+    },
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+      "env.scene.background.intensity": [
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+  },
+  "planner_seeds": {
+    "label": "lean",
+    "num_trajopt_seeds": 1,
+    "num_ik_seeds": 4,
+    "max_attempts": 6
+  },
+  "collect": {
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+    "robot": "go2_arm",
+    "visual_dr": false,
+    "env": {
+      "MMB_COLLECT": "1",
+      "MMB_TASK_ID": "N025",
+      "MMB_CLEAN_VIEW": "1",
+      "MMB_REAL_ROBOT_LOOK": "1",
+      "MMB_VISUAL_DR": "0"
+    },
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+    "resolution": [
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+    "record": {
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+        "lerobot_v21",
+        "sim_info"
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+      "clear_buffer_on_failure": true,
+      "lerobot": {
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+  },
+  "steps": 3388,
+  "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_1067/stationassembly/000/completed/0.json

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N025/go2_arm/dr_off/seed_1067/stationassembly/000/lerobot_v21/meta/extra/episode_000000.json

@@ -0,0 +1,627 @@
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+     "model": "go2plus",
+     "type": "mobilemanip",
+     "noun": "Unitree Go2 EDU quadruped with a Piper arm",
+     "arms": 1,
+     "arm_layout": null,
+     "mobile": true,
+     "dexterous": false,
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+   "background": {
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+    "time_of_day": null,
+    "indoor": false,
+    "intensity": 1144.14802,
+    "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 in front 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 behind 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]A]\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_0566": {
+    "frame_idx": 566,
+    "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_0605": {
+    "frame_idx": 605,
+    "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_0879": {
+    "frame_idx": 879,
+    "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_0957": {
+    "frame_idx": 957,
+    "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_0993": {
+    "frame_idx": 993,
+    "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_1004": {
+    "frame_idx": 1004,
+    "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_1314": {
+    "frame_idx": 1314,
+    "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_1315": {
+    "frame_idx": 1315,
+    "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_1360": {
+    "frame_idx": 1360,
+    "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_1388": {
+    "frame_idx": 1388,
+    "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_2119": {
+    "frame_idx": 2119,
+    "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_2126": {
+    "frame_idx": 2126,
+    "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_2665": {
+    "frame_idx": 2665,
+    "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_2767": {
+    "frame_idx": 2767,
+    "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_2819": {
+    "frame_idx": 2819,
+    "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_2824": {
+    "frame_idx": 2824,
+    "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_2868": {
+    "frame_idx": 2868,
+    "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_2869": {
+    "frame_idx": 2869,
+    "caption": "Computing a grasp pose for the medium shim board; the right gripper is below 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",
+     "in_front_of"
+    ]
+   },
+   "frame_2938": {
+    "frame_idx": 2938,
+    "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_off/seed_1067/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_videos": 2,
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+    "fps": 25,
+    "splits": {
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+    "features": {
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+                "base_action_1",
+                "base_action_2",
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+                "eef0.pos_x",
+                "eef0.pos_y",
+                "eef0.pos_z",
+                "eef0.quat_w",
+                "eef0.quat_x",
+                "eef0.quat_y",
+                "eef0.quat_z",
+                "gripper"
+            ]
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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": {
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+                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": {
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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"
+            ]
+        },
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+        "collect_info": {
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+        },
+        "extra.reward": {
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+        },
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+        },
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+        },
+        "frame_index": {
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+        },
+        "episode_index": {
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+        },
+        "index": {
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+        "task_index": {
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+        },
+        "next.done": {
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+            "shape": [
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+            "names": null
+        },
+        "observation.images.head": {
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+            "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_off/seed_1067/stationassembly/000/lerobot_v21/meta/magicsim_manifest.json

@@ -0,0 +1,290 @@
+{
+    "schema_version": 1,
+    "generated": {
+        "time": "2026-11-08 10:53:40"
+    },
+    "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",
+                    "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",
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N025/go2_arm/dr_off/seed_1067/stationassembly/000/lerobot_v21/meta/tasks.jsonl

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N025/go2_arm/dr_off/seed_1067/stationassembly/000/sim_info/0/actions.npz

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+                    "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_2061/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": "1742 rows vs ceil(3484/2) = 1742"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..3513, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "12.78 MB, 1742 frames at 25 fps, mean luma 77..130, std 40, new picture 1741x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "1742 vs 1742"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "25.51 MB, 1742 frames at 25 fps, mean luma 30..160, std 38, new picture 1741x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "1742 vs 1742"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/go2_arm/dr_on/seed_2061/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_go2_on_2061/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_go2_on_2061/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 1742  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: 1742 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 1742 at dataset fps 25 = 69.68 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 1742 rows vs ceil(3484/2) = 1742
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..3513, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 12.78 MB, 1742 frames at 25 fps, mean luma 77..130, std 40, new picture 1741x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 1742 vs 1742
+[PASS] video observation.images.wrist decodes, 640x480, not black: 25.51 MB, 1742 frames at 25 fps, mean luma 30..160, std 38, new picture 1741x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 1742 vs 1742
+parquet size 19.88 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 58.43 MB; whole cell dir 60.0 MB
+RESULT: ALL PASS

N025/go2_arm/dr_on/seed_2061/report.json

@@ -0,0 +1,2159 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "go2_arm",
+  "level": "easy",
+  "scene_seed": 2061,
+  "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": 2061,
+    "wedge": {
+      "dx": -0.01473,
+      "dy": 0.0051,
+      "yaw_deg": 3.72904
+    },
+    "shim_board": {
+      "dx": -0.01855,
+      "dy": -0.00724,
+      "yaw_deg": 0.76003
+    },
+    "wedge_mass": 0.04154,
+    "light": 1158.81886,
+    "spawn": {
+      "dx": -0.12775,
+      "dy": -0.09843,
+      "yaw_deg": 1.84566
+    },
+    "overrides": {
+      "env.scene.objects.wedge.common.pos": [
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+        1.4051,
+        0.431
+      ],
+      "env.scene.objects.wedge.common.ori": [
+        0.0,
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+      ],
+      "env.scene.objects.shim_board.common.pos": [
+        1.18145,
+        3.14276,
+        0.43
+      ],
+      "env.scene.objects.shim_board.common.ori": [
+        0.0,
+        0.0,
+        -89.23997
+      ],
+      "env.scene.objects.wedge.wedge_1.physics.mass": 0.04154,
+      "env.scene.background.intensity": [
+        1158.81886,
+        1158.81886
+      ],
+      "env.robot.RidgebackSawyerUmi.common.pos": [
+        [
+          -3.72775,
+          -2.59843,
+          0.06
+        ],
+        [
+          -3.72775,
+          -2.59843,
+          0.06
+        ]
+      ],
+      "env.robot.RidgebackSawyerUmi.common.ori": [
+        [
+          0,
+          0,
+          61.84566
+        ],
+        [
+          0,
+          0,
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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"
+    },
+    "cameras": {
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+        "link": "Robot_0/Bodies/go2_base",
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+        ],
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+      },
+      "wrist": {
+        "link": "Robot_0/Bodies/piper_link6",
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+        ],
+        "ori": [
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+      }
+    },
+    "resolution": [
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+      480
+    ],
+    "camera_hz": 25,
+    "record": {
+      "formats": [
+        "lerobot_v21",
+        "sim_info"
+      ],
+      "clear_buffer_on_failure": true,
+      "lerobot": {
+        "subsample_every": 2
+      }
+    }
+  },
+  "steps": 3514,
+  "task_id": "N025",
+  "task_version": "EXT60-MobileAvatar-v3",
+  "family_id": "wedge_support",
+  "primary_category": "C4",
+  "env_terminated": true,
+  "env_truncated": false,
+  "station_layout": {
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+    },
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N025/go2_arm/dr_on/seed_2061/stationassembly/000/lerobot_v21/meta/extra/episode_000000.json

@@ -0,0 +1,550 @@
+{
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+ "env_id": 0,
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+     "relation": "right_of",
+     "object": "shim_board_1"
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+    {
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+     "relation": "on_top_of",
+     "object": "table_B_1"
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+    {
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+     "relation": "left_of",
+     "object": "table_B_1"
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+     "object": "table_A_1"
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+    {
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+     "relation": "behind",
+     "object": "table_A_1"
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+     "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": {
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+       -2.59843,
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+       0.0,
+       0.0,
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+     "facing_yaw_deg": 61.84565973531588,
+     "gripper": "parallel gripper"
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+   "lighting": [],
+   "background": {
+    "name": null,
+    "kind": "background",
+    "type": "dome",
+    "pose": null,
+    "setting": null,
+    "time_of_day": null,
+    "indoor": false,
+    "intensity": 1158.81886,
+    "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 in front 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 behind 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]A]\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_0588": {
+    "frame_idx": 588,
+    "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_0614": {
+    "frame_idx": 614,
+    "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_1174": {
+    "frame_idx": 1174,
+    "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_1240": {
+    "frame_idx": 1240,
+    "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"
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+   },
+   "frame_1269": {
+    "frame_idx": 1269,
+    "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"
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+   },
+   "frame_1274": {
+    "frame_idx": 1274,
+    "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": [
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+   },
+   "frame_1478": {
+    "frame_idx": 1478,
+    "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": [
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+   "frame_1479": {
+    "frame_idx": 1479,
+    "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": [
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+   "frame_1531": {
+    "frame_idx": 1531,
+    "caption": "Working on the small wedge; the right gripper is below and to the left of the wedge.",
+    "skill": "CarryPose",
+    "phase": null,
+    "skill_state": "running",
+    "planner": "MobileMoveL",
+    "planner_state": "running",
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+    "eef_relation": [
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+   "frame_1536": {
+    "frame_idx": 1536,
+    "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_2272": {
+    "frame_idx": 2272,
+    "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_2277": {
+    "frame_idx": 2277,
+    "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_3022": {
+    "frame_idx": 3022,
+    "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_3089": {
+    "frame_idx": 3089,
+    "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"
+    ]
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+  }
+ },
+ "depth_range": [
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+ ],
+ "annotation_sidecar": null,
+ "annotation_sidecar_keys": [],
+ "terminated": true,
+ "truncated": false
+}

N025/go2_arm/dr_on/seed_2061/stationassembly/000/lerobot_v21/meta/info.json

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+{
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+    "robot_type": "Go2PlusCfg",
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+                "eef0.pos_y",
+                "eef0.pos_z",
+                "eef0.quat_w",
+                "eef0.quat_x",
+                "eef0.quat_y",
+                "eef0.quat_z",
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+                "joint_4",
+                "joint_5",
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+                "joint_7",
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+                "piper_joint5",
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+                "articulation_pose.shim_board.2",
+                "articulation_pose.shim_board.3",
+                "articulation_pose.shim_board.4",
+                "articulation_pose.shim_board.5",
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+}

N025/go2_arm/dr_on/seed_2061/stationassembly/000/lerobot_v21/meta/magicsim_manifest.json

@@ -0,0 +1,290 @@
+{
+    "schema_version": 1,
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N025/go2_arm/dr_on/seed_2061/stationassembly/000/lerobot_v21/meta/tasks.jsonl

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N025/go2_arm/dr_on/seed_2061/stationassembly/000/run_meta.json

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N025/go2_arm/dr_on/seed_2061/stationassembly/000/sim_info/0/actions.npz

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+        "robots": "robot_manager.set_state({'robots': snapshot['robots']}, env_ids=[env_id])",
+        "avatars": "avatar_manager.set_avatars_state(snapshot['avatars'], env_ids=[env_id])  (present when the scene has animated avatars)"
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N025/go2_arm/dr_on/seed_2061/stationassembly/000/sim_info/0/sim_states.npz

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+        "L4": "action.applied \u2014 per-term processed action actually applied to sim (dims may differ from L3)"
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+    }
+   ]
+  }
+ ]
+}

N025/sawyer_umi/dr_off/seed_1048/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 15, info shape [15], 15 names first: ['dummy_base_prismatic_x_joint', 'dummy_base_prismatic_y_joint', 'dummy_base_revolute_z_joint', 'right_j0', 'head_pan', 'right_j1']"
+  },
+  "action shape": {
+   "pass": true,
+   "detail": "parquet width 11, info shape [11], 11 names first: ['dummy_base_prismatic_x_joint', 'dummy_base_prismatic_y_joint', 'dummy_base_revolute_z_joint', 'frame0.pos_x', 'frame0.pos_y', 'frame0.pos_z']"
+  },
+  "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": "1355 rows vs ceil(2709/2) = 1355"
+  },
+  "rows are every 2nd control step (sim_step_idx)": {
+   "pass": true,
+   "detail": "sim_step_idx 31..2739, step differences [2]"
+  },
+  "video observation.images.head decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "14.66 MB, 1355 frames at 25 fps, mean luma 101..142, std 36, new picture 1354x = 25.0 per s"
+  },
+  "video observation.images.head frames = parquet rows": {
+   "pass": true,
+   "detail": "1355 vs 1355"
+  },
+  "video observation.images.wrist decodes, 640x480, not black": {
+   "pass": true,
+   "detail": "24.21 MB, 1355 frames at 25 fps, mean luma 97..175, std 38, new picture 1354x = 25.0 per s"
+  },
+  "video observation.images.wrist frames = parquet rows": {
+   "pass": true,
+   "detail": "1355 vs 1355"
+  },
+  "sim_info present": {
+   "pass": true,
+   "detail": "stationassembly/000/sim_info"
+  }
+ }
+}

N025/sawyer_umi/dr_off/seed_1048/check.txt

@@ -0,0 +1,21 @@
+collect dataset check  cell=/mnt/scratch/xc536_atomic/n025_saw_off_1048/out  task=N025  at verify_collect_dataset.py
+dataset root /mnt/scratch/xc536_atomic/n025_saw_off_1048/out/stationassembly/000/lerobot_v21  codebase v2.1  fps 25  episodes 1  frames 1355  videos 2  robot_type RidgebackSawyerUmiCfg
+[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: 1355 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 15, info shape [15], 15 names first: ['dummy_base_prismatic_x_joint', 'dummy_base_prismatic_y_joint', 'dummy_base_revolute_z_joint', 'right_j0', 'head_pan', 'right_j1']
+[PASS] action shape: parquet width 11, info shape [11], 11 names first: ['dummy_base_prismatic_x_joint', 'dummy_base_prismatic_y_joint', 'dummy_base_revolute_z_joint', 'frame0.pos_x', 'frame0.pos_y', 'frame0.pos_z']
+[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 1355 at dataset fps 25 = 54.20 s
+[PASS] rows = recorded control steps / 2 (= episode length at 25 Hz): 1355 rows vs ceil(2709/2) = 1355
+[PASS] rows are every 2nd control step (sim_step_idx): sim_step_idx 31..2739, step differences [2]
+[PASS] video observation.images.head decodes, 640x480, not black: 14.66 MB, 1355 frames at 25 fps, mean luma 101..142, std 36, new picture 1354x = 25.0 per s
+[PASS] video observation.images.head frames = parquet rows: 1355 vs 1355
+[PASS] video observation.images.wrist decodes, 640x480, not black: 24.21 MB, 1355 frames at 25 fps, mean luma 97..175, std 38, new picture 1354x = 25.0 per s
+[PASS] video observation.images.wrist frames = parquet rows: 1355 vs 1355
+parquet size 2.00 MB
+[PASS] sim_info present: stationassembly/000/sim_info
+dataset size 41.04 MB; whole cell dir 41.9 MB
+RESULT: ALL PASS

N025/sawyer_umi/dr_off/seed_1048/report.json

@@ -0,0 +1,1765 @@
+{
+  "task": "N025",
+  "agent_id": null,
+  "embodiment": "sawyer_umi",
+  "level": "easy",
+  "scene_seed": 1048,
+  "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": 1048,
+    "wedge": {
+      "dx": 0.06698,
+      "dy": 0.03184,
+      "yaw_deg": -6.00257
+    },
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+      "dy": 0.01988,
+      "yaw_deg": 0.62401
+    },
+    "wedge_mass": 0.03129,
+    "light": 1193.58727,
+    "spawn": {
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+      "dy": -0.11701,
+      "yaw_deg": 11.82795
+    },
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+      ],
+      "env.scene.objects.shim_board.common.ori": [
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+      "env.scene.objects.wedge.wedge_1.physics.mass": 0.03129,
+      "env.scene.background.intensity": [
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+        1193.58727
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+          0.06
+        ],
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+        [
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+  },
+  "planner_seeds": {
+    "label": "default",
+    "num_trajopt_seeds": null,
+    "num_ik_seeds": null,
+    "max_attempts": 6
+  },
+  "collect": {
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+    "robot": "sawyer_umi",
+    "visual_dr": false,
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+      "MMB_COLLECT": "1",
+      "MMB_TASK_ID": "N025",
+      "MMB_CLEAN_VIEW": "1",
+      "MMB_REAL_ROBOT_LOOK": "1",
+      "MMB_VISUAL_DR": "0"
+    },
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+        "horizontal_aperture": 3.6,
+        "vertical_aperture": 2.7
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+    },
+    "resolution": [
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+      480
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+    "camera_hz": 25,
+    "record": {
+      "formats": [
+        "lerobot_v21",
+        "sim_info"
+      ],
+      "clear_buffer_on_failure": true,
+      "lerobot": {
+        "subsample_every": 2
+      }
+    }
+  },
+  "steps": 2739,
+  "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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+  "elapsed_s": 949.9
+}

N025/sawyer_umi/dr_off/seed_1048/stationassembly/000/completed/0.json

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N025/sawyer_umi/dr_off/seed_1048/stationassembly/000/lerobot_v21/meta/episodes.jsonl

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N025/sawyer_umi/dr_off/seed_1048/stationassembly/000/lerobot_v21/meta/episodes_stats.jsonl

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