Robotics
LeRobot
Safetensors
act
sim_act / policy_preprocessor.json
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{
"name": "policy_preprocessor",
"steps": [
{
"registry_name": "robco_preprocessor",
"config": {
"config": {
"observation": {
"images": {
"head": null,
"left_arm": null,
"right_arm": null
},
"state": {
"left_arm.pose": {
"rotation": "6d"
},
"right_arm.pose": {
"rotation": "6d"
},
"left_arm.gripper": null,
"right_arm.gripper": null
}
},
"action": {
"left_arm.gripper": {
"mode": "gripper_bin",
"rotation": null
},
"right_arm.gripper": {
"mode": "gripper_bin",
"rotation": null
},
"left_arm.pose": {
"mode": "pose_absolute",
"rotation": "6d"
},
"right_arm.pose": {
"mode": "pose_relative",
"rotation": "6d"
}
}
},
"obs_input_axes": [
"right_arm.pose.x",
"right_arm.pose.y",
"right_arm.pose.z",
"right_arm.pose.qx",
"right_arm.pose.qy",
"right_arm.pose.qz",
"right_arm.pose.qw",
"left_arm.pose.x",
"left_arm.pose.y",
"left_arm.pose.z",
"left_arm.pose.qx",
"left_arm.pose.qy",
"left_arm.pose.qz",
"left_arm.pose.qw",
"right_arm.gripper",
"left_arm.gripper",
"right_arm.joints.0",
"right_arm.joints.1",
"right_arm.joints.2",
"right_arm.joints.3",
"right_arm.joints.4",
"right_arm.joints.5",
"right_arm.joints.6",
"left_arm.joints.0",
"left_arm.joints.1",
"left_arm.joints.2",
"left_arm.joints.3",
"left_arm.joints.4",
"left_arm.joints.5",
"left_arm.joints.6"
],
"action_input_axes": [
"right_arm.pose.x",
"right_arm.pose.y",
"right_arm.pose.z",
"right_arm.pose.qx",
"right_arm.pose.qy",
"right_arm.pose.qz",
"right_arm.pose.qw",
"right_arm.gripper",
"left_arm.pose.x",
"left_arm.pose.y",
"left_arm.pose.z",
"left_arm.pose.qx",
"left_arm.pose.qy",
"left_arm.pose.qz",
"left_arm.pose.qw",
"left_arm.gripper"
]
}
},
{
"registry_name": "delta_actions_processor",
"config": {
"enabled": true,
"exclude_joints": [],
"action_names": null,
"relative_action_blocks": [
{
"action_offset": 11,
"action_len": 9
}
]
}
},
{
"registry_name": "rename_observations_processor",
"config": {
"rename_map": {}
}
},
{
"registry_name": "to_batch_processor",
"config": {}
},
{
"registry_name": "device_processor",
"config": {
"device": "cuda",
"float_dtype": null
}
},
{
"registry_name": "normalizer_processor",
"config": {
"eps": 1e-08,
"features": {
"observation.state": {
"type": "STATE",
"shape": [
20
]
},
"observation.images.right_arm.cam_1.image_color": {
"type": "VISUAL",
"shape": [
3,
480,
480
]
},
"observation.images.left_arm.cam_1.image_color": {
"type": "VISUAL",
"shape": [
3,
480,
480
]
},
"observation.images.head.cam_1.color.image_raw": {
"type": "VISUAL",
"shape": [
3,
480,
480
]
},
"action": {
"type": "ACTION",
"shape": [
20
]
}
},
"norm_map": {
"ACTION": "MEAN_STD",
"STATE": "MEAN_STD",
"VISUAL": "IDENTITY"
}
},
"state_file": "policy_preprocessor_step_5_normalizer_processor.safetensors"
}
]
}