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project_name: RobotMDAR
expname: dar_23dof_telemotion_full_50fps_rollout_fullsample_NP4
task: train-dar
seed: 0
device: cuda
timestamp: '20251113_095739'
base_dir: /home/zhengjk/PyProject/tele_MDAR/RobotMDAR/logs
experiment_dir: /home/zhengjk/PyProject/tele_MDAR/RobotMDAR/logs/RobotMDAR/dar_23dof_telemotion_full_50fps_rollout_fullsample_NP4/train-dar-20251113_095739
nfeats: 57
foot_dof_indices:
left_foot: 5
right_foot: 11
ckpt:
vae: logs/RobotMDAR/vae_23dof_telemotion_amassFull_50fps_rollout_15w_NP4/train-mvae-20251113_010653/ckpt_140000.pth
dar: null
load_cfg: null
data:
skeleton:
motion_lib_type: origin
asset:
assetRoot: /home/zhengjk/PyProject/PBHC-Internal/description/robots/g1/
assetFileName: g1_23dof_lock_wrist_fitmotionONLY.xml
humanoid_type: g1_23dof_lock_wrist
bias_offset: false
has_self_collision: true
has_mesh: false
has_jt_limit: false
has_dof_subset: true
has_upright_start: true
has_smpl_pd_offset: false
remove_toe: false
motion_sym_loss: false
sym_loss_coef: 1
big_ankle: true
has_shape_obs: false
has_shape_obs_disc: false
has_shape_variation: false
masterfoot: false
freeze_toe: false
freeze_hand: false
box_body: true
real_weight: true
real_weight_porpotion_capsules: true
real_weight_porpotion_boxes: true
body_names:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
limb_weight_group:
- - left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- - right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- - pelvis
- waist_yaw_link
- waist_roll_link
- torso_link
- - left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- - right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
dof_names:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
foot_names:
- left_ankle_roll_link
- right_ankle_roll_link
nums_extend_bodies: 3
extend_config:
- joint_name: left_hand_link
parent_name: left_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: right_hand_link
parent_name: right_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: head_link
parent_name: torso_link
pos:
- 0.0
- 0.0
- 0.42
rot:
- 1.0
- 0.0
- 0.0
- 0.0
motion_tracking_link:
- left_hand_link
- right_hand_link
- head_link
lower_body_link:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
upper_body_link:
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
- left_hand_link
- right_hand_link
- head_link
pelvis_link: pelvis
base_link: torso_link
hips_link:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
joint_matches:
- - pelvis
- Pelvis
- - left_hip_pitch_link
- L_Hip
- - left_knee_link
- L_Knee
- - left_ankle_roll_link
- L_Ankle
- - right_hip_pitch_link
- R_Hip
- - right_knee_link
- R_Knee
- - right_ankle_roll_link
- R_Ankle
- - left_shoulder_roll_link
- L_Shoulder
- - left_elbow_link
- L_Elbow
- - left_hand_link
- L_Hand
- - right_shoulder_roll_link
- R_Shoulder
- - right_elbow_link
- R_Elbow
- - right_hand_link
- R_Hand
- - head_link
- Head
smpl_pose_modifier:
- Pelvis: '[np.pi/2, 0, np.pi/2]'
- L_Shoulder: '[0, 0, -np.pi/2]'
- R_Shoulder: '[0, 0, np.pi/2]'
- L_Elbow: '[0, -np.pi/2, 0]'
- R_Elbow: '[0, np.pi/2, 0]'
visualization:
customize_color: true
marker_joint_colors:
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
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- 0.437
- - 0.929
- 0.867
- 0.437
- - 0
- 0.351
- 0.613
- - 0
- 0.351
- 0.613
- - 0
- 0.351
- 0.613
nfeats: 57
history_len: 2
future_len: 8
num_primitive: 4
batch_size: 512
weighted_sample: true
frame_weight: false
use_weighted_meanstd: false
action_statistics_path: dataset/action_statistics_telemotion_amassFULL_norm.json
datadir: ./dataset/BABEL-TeleMotion-ROBOT-23dof-Full-1ANN-FULL-Merged-50fps
common:
_target_: robotmdar.dataloader.data.SkeletonPrimitiveDataset
datadir: ./dataset/BABEL-TeleMotion-ROBOT-23dof-Full-1ANN-FULL-Merged-50fps
action_statistics_path: dataset/action_statistics_telemotion_amassFULL_norm.json
robot_cfg:
motion_lib_type: origin
asset:
assetRoot: /home/zhengjk/PyProject/PBHC-Internal/description/robots/g1/
assetFileName: g1_23dof_lock_wrist_fitmotionONLY.xml
humanoid_type: g1_23dof_lock_wrist
bias_offset: false
has_self_collision: true
has_mesh: false
has_jt_limit: false
has_dof_subset: true
has_upright_start: true
has_smpl_pd_offset: false
remove_toe: false
motion_sym_loss: false
sym_loss_coef: 1
big_ankle: true
has_shape_obs: false
has_shape_obs_disc: false
has_shape_variation: false
masterfoot: false
freeze_toe: false
freeze_hand: false
box_body: true
real_weight: true
real_weight_porpotion_capsules: true
real_weight_porpotion_boxes: true
body_names:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
limb_weight_group:
- - left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- - right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- - pelvis
- waist_yaw_link
- waist_roll_link
- torso_link
- - left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- - right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
dof_names:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
foot_names:
- left_ankle_roll_link
- right_ankle_roll_link
nums_extend_bodies: 3
extend_config:
- joint_name: left_hand_link
parent_name: left_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: right_hand_link
parent_name: right_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: head_link
parent_name: torso_link
pos:
- 0.0
- 0.0
- 0.42
rot:
- 1.0
- 0.0
- 0.0
- 0.0
motion_tracking_link:
- left_hand_link
- right_hand_link
- head_link
lower_body_link:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
upper_body_link:
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
- left_hand_link
- right_hand_link
- head_link
pelvis_link: pelvis
base_link: torso_link
hips_link:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
joint_matches:
- - pelvis
- Pelvis
- - left_hip_pitch_link
- L_Hip
- - left_knee_link
- L_Knee
- - left_ankle_roll_link
- L_Ankle
- - right_hip_pitch_link
- R_Hip
- - right_knee_link
- R_Knee
- - right_ankle_roll_link
- R_Ankle
- - left_shoulder_roll_link
- L_Shoulder
- - left_elbow_link
- L_Elbow
- - left_hand_link
- L_Hand
- - right_shoulder_roll_link
- R_Shoulder
- - right_elbow_link
- R_Elbow
- - right_hand_link
- R_Hand
- - head_link
- Head
smpl_pose_modifier:
- Pelvis: '[np.pi/2, 0, np.pi/2]'
- L_Shoulder: '[0, 0, -np.pi/2]'
- R_Shoulder: '[0, 0, np.pi/2]'
- L_Elbow: '[0, -np.pi/2, 0]'
- R_Elbow: '[0, np.pi/2, 0]'
visualization:
customize_color: true
marker_joint_colors:
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
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- 0.437
- - 0.929
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device: cuda
nfeats: 57
history_len: 2
future_len: 8
num_primitive: 4
batch_size: 512
weighted_sample: true
frame_weight: false
use_weighted_meanstd: false
train:
_target_: robotmdar.dataloader.data.SkeletonPrimitiveDataset
datadir: ./dataset/BABEL-TeleMotion-ROBOT-23dof-Full-1ANN-FULL-Merged-50fps
action_statistics_path: dataset/action_statistics_telemotion_amassFULL_norm.json
robot_cfg:
motion_lib_type: origin
asset:
assetRoot: /home/zhengjk/PyProject/PBHC-Internal/description/robots/g1/
assetFileName: g1_23dof_lock_wrist_fitmotionONLY.xml
humanoid_type: g1_23dof_lock_wrist
bias_offset: false
has_self_collision: true
has_mesh: false
has_jt_limit: false
has_dof_subset: true
has_upright_start: true
has_smpl_pd_offset: false
remove_toe: false
motion_sym_loss: false
sym_loss_coef: 1
big_ankle: true
has_shape_obs: false
has_shape_obs_disc: false
has_shape_variation: false
masterfoot: false
freeze_toe: false
freeze_hand: false
box_body: true
real_weight: true
real_weight_porpotion_capsules: true
real_weight_porpotion_boxes: true
body_names:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
limb_weight_group:
- - left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- - right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- - pelvis
- waist_yaw_link
- waist_roll_link
- torso_link
- - left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- - right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
dof_names:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
foot_names:
- left_ankle_roll_link
- right_ankle_roll_link
nums_extend_bodies: 3
extend_config:
- joint_name: left_hand_link
parent_name: left_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: right_hand_link
parent_name: right_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: head_link
parent_name: torso_link
pos:
- 0.0
- 0.0
- 0.42
rot:
- 1.0
- 0.0
- 0.0
- 0.0
motion_tracking_link:
- left_hand_link
- right_hand_link
- head_link
lower_body_link:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
upper_body_link:
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
- left_hand_link
- right_hand_link
- head_link
pelvis_link: pelvis
base_link: torso_link
hips_link:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
joint_matches:
- - pelvis
- Pelvis
- - left_hip_pitch_link
- L_Hip
- - left_knee_link
- L_Knee
- - left_ankle_roll_link
- L_Ankle
- - right_hip_pitch_link
- R_Hip
- - right_knee_link
- R_Knee
- - right_ankle_roll_link
- R_Ankle
- - left_shoulder_roll_link
- L_Shoulder
- - left_elbow_link
- L_Elbow
- - left_hand_link
- L_Hand
- - right_shoulder_roll_link
- R_Shoulder
- - right_elbow_link
- R_Elbow
- - right_hand_link
- R_Hand
- - head_link
- Head
smpl_pose_modifier:
- Pelvis: '[np.pi/2, 0, np.pi/2]'
- L_Shoulder: '[0, 0, -np.pi/2]'
- R_Shoulder: '[0, 0, np.pi/2]'
- L_Elbow: '[0, -np.pi/2, 0]'
- R_Elbow: '[0, np.pi/2, 0]'
visualization:
customize_color: true
marker_joint_colors:
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
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- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
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- - 0.929
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- - 0
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- 0.613
- - 0
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- 0.613
- - 0
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- 0.613
device: cuda
nfeats: 57
history_len: 2
future_len: 8
num_primitive: 4
batch_size: 512
weighted_sample: true
frame_weight: false
use_weighted_meanstd: false
split: train
val:
_target_: robotmdar.dataloader.data.SkeletonPrimitiveDataset
datadir: ./dataset/BABEL-TeleMotion-ROBOT-23dof-Full-1ANN-FULL-Merged-50fps
action_statistics_path: dataset/action_statistics_telemotion_amassFULL_norm.json
robot_cfg:
motion_lib_type: origin
asset:
assetRoot: /home/zhengjk/PyProject/PBHC-Internal/description/robots/g1/
assetFileName: g1_23dof_lock_wrist_fitmotionONLY.xml
humanoid_type: g1_23dof_lock_wrist
bias_offset: false
has_self_collision: true
has_mesh: false
has_jt_limit: false
has_dof_subset: true
has_upright_start: true
has_smpl_pd_offset: false
remove_toe: false
motion_sym_loss: false
sym_loss_coef: 1
big_ankle: true
has_shape_obs: false
has_shape_obs_disc: false
has_shape_variation: false
masterfoot: false
freeze_toe: false
freeze_hand: false
box_body: true
real_weight: true
real_weight_porpotion_capsules: true
real_weight_porpotion_boxes: true
body_names:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
limb_weight_group:
- - left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- - right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- - pelvis
- waist_yaw_link
- waist_roll_link
- torso_link
- - left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- - right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
dof_names:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
foot_names:
- left_ankle_roll_link
- right_ankle_roll_link
nums_extend_bodies: 3
extend_config:
- joint_name: left_hand_link
parent_name: left_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: right_hand_link
parent_name: right_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: head_link
parent_name: torso_link
pos:
- 0.0
- 0.0
- 0.42
rot:
- 1.0
- 0.0
- 0.0
- 0.0
motion_tracking_link:
- left_hand_link
- right_hand_link
- head_link
lower_body_link:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
upper_body_link:
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
- left_hand_link
- right_hand_link
- head_link
pelvis_link: pelvis
base_link: torso_link
hips_link:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
joint_matches:
- - pelvis
- Pelvis
- - left_hip_pitch_link
- L_Hip
- - left_knee_link
- L_Knee
- - left_ankle_roll_link
- L_Ankle
- - right_hip_pitch_link
- R_Hip
- - right_knee_link
- R_Knee
- - right_ankle_roll_link
- R_Ankle
- - left_shoulder_roll_link
- L_Shoulder
- - left_elbow_link
- L_Elbow
- - left_hand_link
- L_Hand
- - right_shoulder_roll_link
- R_Shoulder
- - right_elbow_link
- R_Elbow
- - right_hand_link
- R_Hand
- - head_link
- Head
smpl_pose_modifier:
- Pelvis: '[np.pi/2, 0, np.pi/2]'
- L_Shoulder: '[0, 0, -np.pi/2]'
- R_Shoulder: '[0, 0, np.pi/2]'
- L_Elbow: '[0, -np.pi/2, 0]'
- R_Elbow: '[0, np.pi/2, 0]'
visualization:
customize_color: true
marker_joint_colors:
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
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- - 0
- 0.351
- 0.613
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- 0.613
device: cuda
nfeats: 57
history_len: 2
future_len: 8
num_primitive: 4
batch_size: 512
weighted_sample: true
frame_weight: false
use_weighted_meanstd: false
split: val
vae:
_target_: robotmdar.model.mld_vae.AutoMldVae
nfeats: 57
latent_dim:
- 1
- 128
h_dim: 512
ff_size: 1024
num_layers: 9
num_heads: 4
dropout: 0.1
arch: all_encoder
normalize_before: false
activation: gelu
position_embedding: learned
denoiser:
_target_: robotmdar.model.mld_denoiser.DenoiserTransformer
h_dim: 512
ff_size: 1024
num_layers: 8
num_heads: 4
dropout: 0.1
activation: gelu
clip_dim: 512
history_shape:
- 2
- 57
noise_shape:
- 1
- 128
cond_mask_prob: 0.1
diffusion:
num_timesteps: 5
model:
_target_: robotmdar.diffusion.respace.SpacedDiffusion
use_timesteps:
_target_: robotmdar.diffusion.respace.space_timesteps
num_timesteps: 5
section_counts:
- 5
betas:
_target_: robotmdar.diffusion.gaussian_diffusion.get_named_beta_schedule
schedule_name: cosine
num_diffusion_timesteps: 5
model_mean_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.ModelMeanType
name: START_X
model_var_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.ModelVarType
name: FIXED_SMALL
loss_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.LossType
name: MSE
rescale_timesteps: false
schedule_sampler:
_target_: robotmdar.diffusion.resample.create_named_schedule_sampler
name: uniform
diffusion:
_target_: robotmdar.diffusion.respace.SpacedDiffusion
use_timesteps:
_target_: robotmdar.diffusion.respace.space_timesteps
num_timesteps: 5
section_counts:
- 5
betas:
_target_: robotmdar.diffusion.gaussian_diffusion.get_named_beta_schedule
schedule_name: cosine
num_diffusion_timesteps: 5
model_mean_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.ModelMeanType
name: START_X
model_var_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.ModelVarType
name: FIXED_SMALL
loss_type:
_target_: robotmdar.dtype.enum.make_enum
enum_path: robotmdar.diffusion.gaussian_diffusion.LossType
name: MSE
rescale_timesteps: false
train:
opt:
lr: 0.0001
_target_: robotmdar.torch.optim.Adam
manager:
_target_: robotmdar.train.manager.DARManager
stages:
- 100000
- 100000
- 100000
use_rollout: true
use_static_pose: false
static_prob: 0.001
static_perturbation_scale: 0.0
save_every: 20000
eval_every: 2000
eval_steps: 10
device: cuda
save_dir: /home/zhengjk/PyProject/tele_MDAR/RobotMDAR/logs/RobotMDAR/dar_23dof_telemotion_full_50fps_rollout_fullsample_NP4/train-dar-20251113_095739
learning_rate: 0.0001
anneal_lr: true
max_grad_norm: 1.0
use_ema: false
ema_decay: 0.999
loss_weight:
rec: 1.0
kl: 0.0001
body_trans: 0.05
body_rot: 0.01
dof_pos: 0.03
dof_vel: 1.0e-05
foot_contact: 0.01
fk_joints_rec: 1.0
joints_consistency: 1.0
joints_delta: 1.0
trans_delta: 1.0
orient_delta: 1.0
dof_delta: 1.0
smooth: 0.0
quantize_rot: 0.0
quantize_trans: 0.0
drift_yaw: 0.0
drift_xy: 0.0
latent_rec: 1.0
ckpt:
vae: logs/RobotMDAR/vae_23dof_telemotion_amassFull_50fps_rollout_15w_NP4/train-mvae-20251113_010653/ckpt_140000.pth
dar: null
load_cfg: null
platform:
_target_: robotmdar.train.train_platforms.TensorboardPlatform
save_dir: /home/zhengjk/PyProject/tele_MDAR/RobotMDAR/logs/RobotMDAR/dar_23dof_telemotion_full_50fps_rollout_fullsample_NP4/train-dar-20251113_095739
use_full_sample: true
skeleton:
motion_lib_type: origin
asset:
assetRoot: /home/zhengjk/PyProject/PBHC-Internal/description/robots/g1/
assetFileName: g1_23dof_lock_wrist_fitmotionONLY.xml
humanoid_type: g1_23dof_lock_wrist
bias_offset: false
has_self_collision: true
has_mesh: false
has_jt_limit: false
has_dof_subset: true
has_upright_start: true
has_smpl_pd_offset: false
remove_toe: false
motion_sym_loss: false
sym_loss_coef: 1
big_ankle: true
has_shape_obs: false
has_shape_obs_disc: false
has_shape_variation: false
masterfoot: false
freeze_toe: false
freeze_hand: false
box_body: true
real_weight: true
real_weight_porpotion_capsules: true
real_weight_porpotion_boxes: true
body_names:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
limb_weight_group:
- - left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- - right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- - pelvis
- waist_yaw_link
- waist_roll_link
- torso_link
- - left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- - right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
dof_names:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
foot_names:
- left_ankle_roll_link
- right_ankle_roll_link
nums_extend_bodies: 3
extend_config:
- joint_name: left_hand_link
parent_name: left_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: right_hand_link
parent_name: right_elbow_link
pos:
- 0.25
- 0.0
- 0.0
rot:
- 1.0
- 0.0
- 0.0
- 0.0
- joint_name: head_link
parent_name: torso_link
pos:
- 0.0
- 0.0
- 0.42
rot:
- 1.0
- 0.0
- 0.0
- 0.0
motion_tracking_link:
- left_hand_link
- right_hand_link
- head_link
lower_body_link:
- pelvis
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- left_knee_link
- left_ankle_pitch_link
- left_ankle_roll_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
- right_knee_link
- right_ankle_pitch_link
- right_ankle_roll_link
- waist_yaw_link
- waist_roll_link
- torso_link
upper_body_link:
- left_shoulder_pitch_link
- left_shoulder_roll_link
- left_shoulder_yaw_link
- left_elbow_link
- right_shoulder_pitch_link
- right_shoulder_roll_link
- right_shoulder_yaw_link
- right_elbow_link
- left_hand_link
- right_hand_link
- head_link
pelvis_link: pelvis
base_link: torso_link
hips_link:
- left_hip_pitch_link
- left_hip_roll_link
- left_hip_yaw_link
- right_hip_pitch_link
- right_hip_roll_link
- right_hip_yaw_link
joint_matches:
- - pelvis
- Pelvis
- - left_hip_pitch_link
- L_Hip
- - left_knee_link
- L_Knee
- - left_ankle_roll_link
- L_Ankle
- - right_hip_pitch_link
- R_Hip
- - right_knee_link
- R_Knee
- - right_ankle_roll_link
- R_Ankle
- - left_shoulder_roll_link
- L_Shoulder
- - left_elbow_link
- L_Elbow
- - left_hand_link
- L_Hand
- - right_shoulder_roll_link
- R_Shoulder
- - right_elbow_link
- R_Elbow
- - right_hand_link
- R_Hand
- - head_link
- Head
smpl_pose_modifier:
- Pelvis: '[np.pi/2, 0, np.pi/2]'
- L_Shoulder: '[0, 0, -np.pi/2]'
- R_Shoulder: '[0, 0, np.pi/2]'
- L_Elbow: '[0, -np.pi/2, 0]'
- R_Elbow: '[0, np.pi/2, 0]'
visualization:
customize_color: true
marker_joint_colors:
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
- - 0.929
- 0.867
- 0.437
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