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  1. outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_fast_seed17/summary.json +0 -0
  2. outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_reuse128_seed17/config_resolved.yaml +174 -0
  3. outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_reuse128_seed17/summary.json +0 -0
  4. outputs/adapter_proxy/proxy_adapter_wrapped_clip_rank_only_fast_seed17/config_resolved.yaml +170 -0
  5. outputs/adapter_proxy/proxy_adapter_wrapped_clip_rank_only_fast_seed17/metrics.json +71 -0
  6. outputs/adapter_proxy/proxy_adapter_wrapped_clip_rank_only_rebuild128_seed17/metrics.json +278 -0
  7. outputs/adapter_proxy/proxy_adapter_wrapped_clip_transition_fast_seed17/config_resolved.yaml +174 -0
  8. outputs/adapter_proxy/proxy_adapter_wrapped_clip_transition_fast_seed17/metrics.json +140 -0
  9. outputs/adapter_proxy/proxy_adapter_wrapped_clip_transition_fast_seed17/summary.json +0 -0
  10. reports/anchor_dual_push_smoke_ep1/original_trunk/rollout_eval.json +280 -0
  11. reports/anybimanual_anchor_bridge/adapter_noop_ep5/command.txt +1 -0
  12. reports/anybimanual_anchor_bridge/adapter_noop_ep5/stderr.txt +35 -0
  13. reports/anybimanual_anchor_bridge/adapter_noop_ep5/stdout.txt +167 -0
  14. reports/anybimanual_anchor_bridge/adapter_noop_ep5/summary.json +41 -0
  15. reports/anybimanual_anchor_bridge/trunk_only_ep25/command.txt +1 -0
  16. reports/anybimanual_anchor_bridge/trunk_only_ep25/stderr.txt +36 -0
  17. reports/anybimanual_anchor_bridge/trunk_only_ep25/stdout.txt +121 -0
  18. reports/anybimanual_anchor_bridge/trunk_only_ep25/summary.json +35 -0
  19. reports/anybimanual_anchor_bridge/trunk_only_ep5/command.txt +1 -0
  20. reports/anybimanual_anchor_bridge/trunk_only_ep5/stderr.txt +35 -0
  21. reports/anybimanual_anchor_bridge/trunk_only_ep5/stdout.txt +167 -0
  22. reports/anybimanual_anchor_bridge/trunk_only_ep5/summary.json +41 -0
  23. reports/maniskill_bag_bridge_eval_less_bonus_seed17/adapter_active_ft_seed17.json +509 -0
  24. reports/maniskill_bag_bridge_eval_less_bonus_seed17/adapter_noop_seed17.json +488 -0
  25. reports/maniskill_bag_bridge_eval_less_bonus_seed17/public_benchmark_package_summary.json +62 -0
  26. reports/maniskill_bag_bridge_eval_less_bonus_seed17/public_benchmark_package_summary.md +15 -0
  27. reports/maniskill_bag_bridge_eval_less_bonus_seed17/trunk_only_ft_seed17.json +509 -0
  28. reports/maniskill_bag_bridge_eval_less_bonus_seed23/adapter_active_ft_seed23.json +509 -0
  29. reports/maniskill_bag_bridge_eval_less_bonus_seed23/adapter_noop_seed23.json +488 -0
  30. reports/maniskill_bag_bridge_eval_less_bonus_seed23/public_benchmark_package_summary.json +60 -0
  31. reports/maniskill_bag_bridge_eval_less_bonus_seed23/trunk_only_ft_seed23.json +509 -0
  32. reports/maniskill_cloth_bridge_val_sweep_seed23/very_low_thresh_less_bonus/adapter_noop_seed23.json +110 -0
  33. reports/maniskill_cloth_bridge_val_sweep_seed23/very_low_thresh_less_bonus/trunk_only_ft_seed23.json +131 -0
  34. reports/maniskill_pickclutter_smoke/_debug_active.json +46 -0
  35. reports/maniskill_pickclutter_smoke/_debug_noop.json +46 -0
  36. reports/maniskill_pickclutter_smoke/_debug_trunk.json +46 -0
  37. reports/maniskill_pickclutter_smoke/adapter_active_ft_seed17.json +508 -0
  38. reports/maniskill_pickclutter_smoke/adapter_noop_seed17.json +508 -0
  39. reports/maniskill_pickclutter_smoke/public_benchmark_package_summary.json +60 -0
  40. reports/maniskill_pickclutter_smoke/public_benchmark_package_summary.md +14 -0
  41. reports/maniskill_pickclutter_smoke/trunk_only_ft_seed17.json +508 -0
  42. reports/maniskill_pickclutter_smoke_v4/adapter_active_ft_seed17.json +508 -0
  43. reports/maniskill_pickclutter_smoke_v4/adapter_noop_seed17.json +508 -0
  44. reports/maniskill_pickclutter_smoke_v4/public_benchmark_package_summary.json +60 -0
  45. reports/maniskill_pickclutter_smoke_v4/public_benchmark_package_summary.md +14 -0
  46. reports/maniskill_pickclutter_smoke_v4/trunk_only_ft_seed17.json +508 -0
  47. reports/maniskill_pickclutter_smoke_v4_evalprobe_fromv3/adapter_active_ft_seed17.json +508 -0
  48. reports/maniskill_pickclutter_smoke_v4_evalprobe_fromv3/adapter_noop_seed17.json +508 -0
  49. reports/maniskill_pickclutter_smoke_v4_evalprobe_fromv3/public_benchmark_package_summary.md +14 -0
  50. reports/maniskill_pickclutter_smoke_v5_eval_tuned_softerpref/adapter_noop_seed17.json +508 -0
outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_fast_seed17/summary.json ADDED
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outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_reuse128_seed17/config_resolved.yaml ADDED
@@ -0,0 +1,174 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: proxy_adapter_wrapped_clip_base_reuse128_seed17
2
+ output_dir: /workspace/workspace/outputs/adapter_proxy
3
+ device: cuda
4
+ seed: 17
5
+ init_checkpoint: /workspace/workspace/VLAarchtests2/VLAarchtests/artifacts/outputs/r3d_handoff_phase/proxy_interaction_r3d_stage3_clip_rgbd_handoff_compact_phase_seed17/checkpoint_best.pt
6
+ init_strict: false
7
+ data:
8
+ proxies:
9
+ - foliage_proxy
10
+ - bag_proxy
11
+ - cloth_proxy
12
+ resolution: 224
13
+ dataset_version: reveal_proxy_v6_rgbd_elastic_state_phase
14
+ train_episodes_per_proxy: 128
15
+ val_episodes_per_proxy: 32
16
+ train_dataset_path: /workspace/workspace/data/reveal_proxy/proxy_train_clip224_v6_rgbd_stage3_phase_rebuild128_seed17.pt
17
+ val_dataset_path: /workspace/workspace/data/reveal_proxy/proxy_val_clip224_v6_rgbd_stage3_phase_rebuild128_seed17.pt
18
+ rebuild_dataset: false
19
+ chunk_horizon: 8
20
+ rollout_horizon: 5
21
+ history_steps: 6
22
+ planner_candidates: 8
23
+ seed: 17
24
+ optim:
25
+ epochs: 4
26
+ batch_size: 8
27
+ num_workers: 32
28
+ lr: 0.0001
29
+ weight_decay: 0.0001
30
+ trainer:
31
+ policy_type: adapter_wrapped
32
+ training_regime: adapter_train_frozen_trunk
33
+ eval_mode: adapter_active
34
+ adapter_mode: adapter_active
35
+ adapter_use_transition_model: true
36
+ adapter_use_task_conditioning: true
37
+ use_bf16: true
38
+ grad_clip_norm: 1.0
39
+ freeze_backbone: true
40
+ gradient_checkpointing: false
41
+ plan_during_train: false
42
+ plan_during_eval: false
43
+ support_mode_conditioning: true
44
+ planner_mode: false
45
+ use_depth: true
46
+ use_world_model: false
47
+ use_role_tokens: true
48
+ compute_equivariance_probe: false
49
+ trainable_parameter_prefixes:
50
+ - adapter.state_head
51
+ - adapter.proposal_prior
52
+ - adapter.transition_model
53
+ - adapter.planner
54
+ policy:
55
+ backbone:
56
+ model_name: openai/clip-vit-base-patch32
57
+ hidden_dim: 512
58
+ max_text_tokens: 32
59
+ freeze_backbone: true
60
+ gradient_checkpointing: false
61
+ use_dummy_backbone: false
62
+ fusion:
63
+ hidden_dim: 512
64
+ num_cameras: 3
65
+ num_layers: 4
66
+ num_heads: 8
67
+ ff_dim: 2048
68
+ dropout: 0.1
69
+ proprio_dim: 32
70
+ proprio_tokens: 1
71
+ memory:
72
+ hidden_dim: 512
73
+ action_dim: 14
74
+ history_steps: 6
75
+ scene_history_steps: 3
76
+ belief_history_steps: 8
77
+ num_layers: 2
78
+ dropout: 0.1
79
+ memory_bank_size: 4
80
+ scene_bank_size: 2
81
+ belief_bank_size: 2
82
+ num_heads: 8
83
+ max_history_steps: 8
84
+ reveal_cache_steps: 4
85
+ reveal_cache_decay: 0.7
86
+ decoder:
87
+ hidden_dim: 512
88
+ num_heads: 8
89
+ num_layers: 4
90
+ ff_dim: 2048
91
+ dropout: 0.1
92
+ chunk_size: 8
93
+ action_dim: 14
94
+ arm_action_dim: 7
95
+ num_candidates: 8
96
+ num_phases: 5
97
+ num_arm_roles: 4
98
+ num_proposal_modes: 7
99
+ planner_top_k: 4
100
+ proposal_delta_scale: 0.2
101
+ proposal_slot_scale: 0.05
102
+ reveal_head:
103
+ hidden_dim: 512
104
+ num_support_modes: 3
105
+ num_approach_templates: 32
106
+ rollout_horizon: 5
107
+ belief_map_size: 32
108
+ field_size: 16
109
+ num_heads: 8
110
+ predict_belief_map: true
111
+ num_phases: 5
112
+ num_arm_roles: 4
113
+ num_interaction_tokens: 8
114
+ num_tasks: 4
115
+ world_model:
116
+ hidden_dim: 512
117
+ action_dim: 14
118
+ num_support_modes: 3
119
+ num_approach_templates: 32
120
+ rollout_horizon: 5
121
+ field_size: 16
122
+ num_heads: 8
123
+ num_phases: 5
124
+ num_arm_roles: 4
125
+ num_interaction_tokens: 8
126
+ belief_map_size: 32
127
+ predict_belief_map: true
128
+ scene_bank_size: 2
129
+ belief_bank_size: 2
130
+ rollout_mode: compact_rollout
131
+ num_tasks: 4
132
+ lightweight_field_size: 4
133
+ planner:
134
+ hidden_dim: 512
135
+ num_candidates: 8
136
+ action_dim: 14
137
+ num_support_modes: 3
138
+ utility_margin: 0.1
139
+ num_heads: 8
140
+ num_layers: 2
141
+ num_phases: 5
142
+ num_arm_roles: 4
143
+ top_k: 4
144
+ adapter_confidence_threshold: 0.55
145
+ loss_weights:
146
+ action: 1.0
147
+ phase: 0.08
148
+ arm_role: 0.08
149
+ support_mode: 0.08
150
+ corridor: 0.12
151
+ persistence: 0.06
152
+ disturbance: 0.06
153
+ world_model: 0.0
154
+ transition: 0.2
155
+ belief: 0.05
156
+ visibility: 0.05
157
+ clearance: 0.06
158
+ support_stability: 0.06
159
+ reocclusion: 0.06
160
+ occluder_contact: 0.05
161
+ grasp_affordance: 0.05
162
+ planner_success: 0.15
163
+ planner_risk: 0.08
164
+ planner_ranking: 0.15
165
+ proposal_reconstruction: 0.08
166
+ proposal_success: 0.1
167
+ proposal_ranking: 0.12
168
+ proposal_mode: 0.08
169
+ proposal_diversity: 0.05
170
+ role_swap_consistency: 0.0
171
+ task_metrics: 0.06
172
+ gate: 0.05
173
+ distillation: 0.05
174
+ calibration: 0.02
outputs/adapter_proxy/proxy_adapter_wrapped_clip_base_reuse128_seed17/summary.json ADDED
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outputs/adapter_proxy/proxy_adapter_wrapped_clip_rank_only_fast_seed17/config_resolved.yaml ADDED
@@ -0,0 +1,170 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: proxy_adapter_wrapped_clip_rank_only_fast_seed17
2
+ output_dir: /workspace/workspace/outputs/adapter_proxy
3
+ device: cuda
4
+ seed: 17
5
+ init_checkpoint: /workspace/workspace/VLAarchtests2/VLAarchtests/artifacts/outputs/r3d_handoff_phase/proxy_interaction_r3d_stage3_clip_rgbd_handoff_compact_phase_seed17/checkpoint_best.pt
6
+ init_strict: false
7
+ data:
8
+ proxies:
9
+ - foliage_proxy
10
+ - bag_proxy
11
+ - cloth_proxy
12
+ resolution: 224
13
+ dataset_version: reveal_proxy_v6_rgbd_elastic_state_phase_fast
14
+ train_episodes_per_proxy: 12
15
+ val_episodes_per_proxy: 4
16
+ train_dataset_path: /workspace/workspace/data/reveal_proxy/proxy_train_clip224_v6_rgbd_stage3_phase_fast.pt
17
+ val_dataset_path: /workspace/workspace/data/reveal_proxy/proxy_val_clip224_v6_rgbd_stage3_phase_fast.pt
18
+ rebuild_dataset: false
19
+ chunk_horizon: 8
20
+ rollout_horizon: 5
21
+ history_steps: 6
22
+ planner_candidates: 8
23
+ seed: 17
24
+ optim:
25
+ epochs: 1
26
+ batch_size: 4
27
+ num_workers: 8
28
+ lr: 5.0e-05
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+ weight_decay: 0.0001
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+ trainer:
31
+ policy_type: adapter_wrapped
32
+ training_regime: proxy_rank_only
33
+ eval_mode: adapter_active
34
+ adapter_mode: adapter_active
35
+ adapter_use_transition_model: false
36
+ adapter_use_task_conditioning: true
37
+ use_bf16: true
38
+ grad_clip_norm: 1.0
39
+ freeze_backbone: true
40
+ gradient_checkpointing: false
41
+ plan_during_train: false
42
+ plan_during_eval: false
43
+ support_mode_conditioning: true
44
+ planner_mode: false
45
+ use_depth: true
46
+ use_world_model: false
47
+ use_role_tokens: true
48
+ compute_equivariance_probe: false
49
+ trainable_parameter_prefixes:
50
+ - adapter.proposal_prior
51
+ - adapter.planner
52
+ policy:
53
+ backbone:
54
+ model_name: openai/clip-vit-base-patch32
55
+ hidden_dim: 512
56
+ max_text_tokens: 32
57
+ freeze_backbone: true
58
+ gradient_checkpointing: false
59
+ use_dummy_backbone: false
60
+ fusion:
61
+ hidden_dim: 512
62
+ num_cameras: 3
63
+ num_layers: 4
64
+ num_heads: 8
65
+ ff_dim: 2048
66
+ dropout: 0.1
67
+ proprio_dim: 32
68
+ proprio_tokens: 1
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+ memory:
70
+ hidden_dim: 512
71
+ action_dim: 14
72
+ history_steps: 6
73
+ scene_history_steps: 3
74
+ belief_history_steps: 8
75
+ num_layers: 2
76
+ dropout: 0.1
77
+ memory_bank_size: 4
78
+ scene_bank_size: 2
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+ belief_bank_size: 2
80
+ num_heads: 8
81
+ max_history_steps: 8
82
+ decoder:
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+ hidden_dim: 512
84
+ num_heads: 8
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+ num_layers: 4
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+ ff_dim: 2048
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+ dropout: 0.1
88
+ chunk_size: 8
89
+ action_dim: 14
90
+ arm_action_dim: 7
91
+ num_candidates: 8
92
+ num_phases: 5
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+ num_arm_roles: 4
94
+ num_proposal_modes: 7
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+ planner_top_k: 4
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+ proposal_delta_scale: 0.2
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+ proposal_slot_scale: 0.05
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+ reveal_head:
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+ hidden_dim: 512
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+ num_support_modes: 3
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+ num_approach_templates: 32
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+ rollout_horizon: 5
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+ belief_map_size: 32
104
+ field_size: 16
105
+ num_heads: 8
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+ predict_belief_map: true
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+ num_phases: 5
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+ num_arm_roles: 4
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+ num_interaction_tokens: 8
110
+ num_tasks: 4
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+ world_model:
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+ hidden_dim: 512
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+ action_dim: 14
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+ num_support_modes: 3
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+ num_approach_templates: 32
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+ num_heads: 8
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+ num_phases: 5
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+ num_arm_roles: 4
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+ num_interaction_tokens: 8
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+ belief_map_size: 32
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+ predict_belief_map: true
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+ scene_bank_size: 2
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+ belief_bank_size: 2
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+ rollout_mode: compact_rollout
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+ num_tasks: 4
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+ lightweight_field_size: 4
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+ planner:
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+ hidden_dim: 512
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+ num_candidates: 8
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+ action_dim: 14
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+ num_support_modes: 3
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+ utility_margin: 0.1
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+ num_heads: 8
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+ num_layers: 2
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+ num_phases: 5
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outputs/adapter_proxy/proxy_adapter_wrapped_clip_rank_only_fast_seed17/metrics.json ADDED
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outputs/adapter_proxy/proxy_adapter_wrapped_clip_transition_fast_seed17/config_resolved.yaml ADDED
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+ output_dir: /workspace/workspace/outputs/adapter_proxy
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+ device: cuda
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reports/anchor_dual_push_smoke_ep1/original_trunk/rollout_eval.json ADDED
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reports/anybimanual_anchor_bridge/adapter_noop_ep5/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python /workspace/third_party/AnyBimanual/eval.py method=PERACT_BC framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live framework.start_seed=0 framework.eval_type=60000 framework.eval_episodes=5 framework.eval_envs=1 framework.gpu=0 rlbench.task_name=perlf_release_dual_push_buttons_smoke1 rlbench.tasks=[dual_push_buttons] rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root rlbench.headless=True rlbench.gripper_mode=BimanualDiscrete rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning rlbench.action_mode=BimanualMoveArmThenGripper
reports/anybimanual_anchor_bridge/adapter_noop_ep5/stderr.txt ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
2
+ The version_base parameter is not specified.
3
+ Please specify a compatability version level, or None.
4
+ Will assume defaults for version 1.1
5
+ @hydra.main(config_name="eval", config_path="conf")
6
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/defaults_list.py:251: UserWarning: In 'eval': Defaults list is missing `_self_`. See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/default_composition_order for more information
7
+ warnings.warn(msg, UserWarning)
8
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/core/default_element.py:124: UserWarning: In 'method/PERACT_BC': Usage of deprecated keyword in package header '# @package _group_'.
9
+ See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/changes_to_package_header for more information
10
+ deprecation_warning(
11
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/hydra.py:119: UserWarning: Future Hydra versions will no longer change working directory at job runtime by default.
12
+ See https://hydra.cc/docs/1.2/upgrades/1.1_to_1.2/changes_to_job_working_dir/ for more information.
13
+ ret = run_job(
14
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
15
+ from pkg_resources import parse_version
16
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
17
+ The version_base parameter is not specified.
18
+ Please specify a compatability version level, or None.
19
+ Will assume defaults for version 1.1
20
+ @hydra.main(config_name="eval", config_path="conf")
21
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
22
+ The version_base parameter is not specified.
23
+ Please specify a compatability version level, or None.
24
+ Will assume defaults for version 1.1
25
+ @hydra.main(config_name="eval", config_path="conf")
26
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
27
+ from pkg_resources import parse_version
28
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
29
+ The version_base parameter is not specified.
30
+ Please specify a compatability version level, or None.
31
+ Will assume defaults for version 1.1
32
+ @hydra.main(config_name="eval", config_path="conf")
33
+ /workspace/third_party/YARR/yarr/utils/rollout_generator.py:73: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow. Please consider converting the list to a single numpy.ndarray with numpy.array() before converting to a tensor. (Triggered internally at /opt/conda/conda-bld/pytorch_1716905979055/work/torch/csrc/utils/tensor_new.cpp:274.)
34
+ prepped_data = {k: torch.tensor([v], device=self._env_device) for k, v in obs_history.items()}
35
+ [W CudaIPCTypes.cpp:16] Producer process has been terminated before all shared CUDA tensors released. See Note [Sharing CUDA tensors]
reports/anybimanual_anchor_bridge/adapter_noop_ep5/stdout.txt ADDED
@@ -0,0 +1,167 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2026-03-31 23:03:30,597][root][INFO] -
2
+ method:
3
+ name: PERACT_BC
4
+ agent_type: leader_follower
5
+ robot_name: bimanual
6
+ image_crop_size: 64
7
+ bounds_offset:
8
+ - 0.15
9
+ voxel_sizes:
10
+ - 100
11
+ include_prev_layer: false
12
+ num_latents: 2048
13
+ latent_dim: 512
14
+ transformer_depth: 6
15
+ transformer_iterations: 1
16
+ cross_heads: 1
17
+ cross_dim_head: 64
18
+ latent_heads: 8
19
+ latent_dim_head: 64
20
+ pos_encoding_with_lang: true
21
+ conv_downsample: true
22
+ lang_fusion_type: seq
23
+ voxel_patch_size: 5
24
+ voxel_patch_stride: 5
25
+ final_dim: 64
26
+ low_dim_size: 4
27
+ input_dropout: 0.1
28
+ attn_dropout: 0.1
29
+ decoder_dropout: 0.0
30
+ lr: 0.0005
31
+ lr_scheduler: false
32
+ num_warmup_steps: 3000
33
+ optimizer: lamb
34
+ lambda_weight_l2: 1.0e-06
35
+ trans_loss_weight: 1.0
36
+ rot_loss_weight: 1.0
37
+ grip_loss_weight: 1.0
38
+ collision_loss_weight: 1.0
39
+ rotation_resolution: 5
40
+ activation: lrelu
41
+ norm: None
42
+ crop_augmentation: true
43
+ transform_augmentation:
44
+ apply_se3: true
45
+ aug_xyz:
46
+ - 0.125
47
+ - 0.125
48
+ - 0.125
49
+ aug_rpy:
50
+ - 0.0
51
+ - 0.0
52
+ - 45.0
53
+ aug_rot_resolution: ${method.rotation_resolution}
54
+ demo_augmentation: true
55
+ demo_augmentation_every_n: 10
56
+ no_skip_connection: false
57
+ no_perceiver: false
58
+ no_language: false
59
+ keypoint_method: heuristic
60
+ rlbench:
61
+ task_name: perlf_release_dual_push_buttons_smoke1
62
+ tasks:
63
+ - dual_push_buttons
64
+ demo_path: /workspace/baselines/AnyBimanual_subset3_demo_root
65
+ episode_length: 25
66
+ cameras:
67
+ - over_shoulder_left
68
+ - over_shoulder_right
69
+ - overhead
70
+ - wrist_right
71
+ - wrist_left
72
+ - front
73
+ camera_resolution:
74
+ - 256
75
+ - 256
76
+ scene_bounds:
77
+ - -0.3
78
+ - -0.5
79
+ - 0.6
80
+ - 0.7
81
+ - 0.5
82
+ - 1.6
83
+ include_lang_goal_in_obs: true
84
+ time_in_state: true
85
+ headless: true
86
+ gripper_mode: BimanualDiscrete
87
+ arm_action_mode: BimanualEndEffectorPoseViaPlanning
88
+ action_mode: BimanualMoveArmThenGripper
89
+ framework:
90
+ tensorboard_logging: true
91
+ csv_logging: true
92
+ gpu: 0
93
+ logdir: /workspace/baselines/AnyBimanual_release_eval_live
94
+ start_seed: 0
95
+ record_every_n: 5
96
+ eval_envs: 1
97
+ eval_from_eps_number: 0
98
+ eval_episodes: 5
99
+ eval_type: 60000
100
+ eval_save_metrics: true
101
+ cinematic_recorder:
102
+ enabled: false
103
+ camera_resolution:
104
+ - 1280
105
+ - 720
106
+ fps: 30
107
+ rotate_speed: 0.005
108
+ save_path: /tmp/videos/
109
+
110
+ [2026-03-31 23:03:30,615][root][INFO] - Using env device cuda:0.
111
+ [2026-03-31 23:03:30,617][root][INFO] - Evaluating seed 0.
112
+ [2026-03-31 23:03:30,618][root][INFO] - Using method PERACT_BC with type leader_follower
113
+ Weight: [60000]
114
+ [03/31/26 23:04:12] INFO INFO:root:eval_env: _independent_env_runner.py:131
115
+ Launching env.
116
+ INFO INFO:root:Agent _independent_env_runner.py:134
117
+ information:
118
+ INFO INFO:root:<yarr.agen _independent_env_runner.py:135
119
+ ts.agent.LeaderFollo
120
+ werAgent object at
121
+ 0x757414ac38e0>
122
+ [03/31/26 23:04:14] INFO INFO:root:Using dual panda robot environment.py:117
123
+ INFO INFO:root:Setting control arm_action_modes.py:79
124
+ mode for both robots
125
+ WARNING WARNING:root:not sure how task_environment.py:57
126
+ _robot_shapes are used is
127
+ used.
128
+ INFO INFO:root:Evaluating _independent_env_runner.py:165
129
+ weight 60000
130
+ loaded weights from /workspace/baselines/AnyBimanual_release_eval_live/perlf_release_dual_push_buttons_smoke1/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_leader_layer_0.pt
131
+ loaded weights from /workspace/baselines/AnyBimanual_release_eval_live/perlf_release_dual_push_buttons_smoke1/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_follower_layer_0.pt
132
+ INFO INFO:root:eval_env: _independent_env_runner.py:192
133
+ Starting episode 0,
134
+ seed 0.
135
+ [03/31/26 23:04:45] INFO INFO:root:total waypoints 4, (right=2, task.py:368
136
+ left=2)
137
+ Evaluating bimanual_dual_push_buttons | Episode 0 | Score: 0.0 | Lang Goal: push the rose and the maroon buttons
138
+ [03/31/26 23:05:21] INFO INFO:root:eval_env: _independent_env_runner.py:192
139
+ Starting episode 1,
140
+ seed 1.
141
+ [03/31/26 23:06:00] INFO INFO:root:total waypoints 4, (right=2, task.py:368
142
+ left=2)
143
+ Evaluating bimanual_dual_push_buttons | Episode 1 | Score: 0.0 | Lang Goal: push the black and the violet buttons
144
+ [03/31/26 23:06:28] INFO INFO:root:eval_env: _independent_env_runner.py:192
145
+ Starting episode 2,
146
+ seed 2.
147
+ [03/31/26 23:07:02] INFO INFO:root:total waypoints 4, (right=2, task.py:368
148
+ left=2)
149
+ Evaluating bimanual_dual_push_buttons | Episode 2 | Score: 100.0 | Lang Goal: push the violet and the blue buttons
150
+ [03/31/26 23:07:17] INFO INFO:root:eval_env: _independent_env_runner.py:192
151
+ Starting episode 3,
152
+ seed 3.
153
+ [03/31/26 23:07:50] INFO INFO:root:total waypoints 4, (right=2, task.py:368
154
+ left=2)
155
+ Evaluating bimanual_dual_push_buttons | Episode 3 | Score: 100.0 | Lang Goal: push the green and the violet buttons
156
+ [03/31/26 23:07:58] INFO INFO:root:eval_env: _independent_env_runner.py:192
157
+ Starting episode 4,
158
+ seed 4.
159
+ [03/31/26 23:08:38] INFO INFO:root:total waypoints 4, (right=2, task.py:368
160
+ left=2)
161
+ Evaluating bimanual_dual_push_buttons | Episode 4 | Score: 100.0 | Lang Goal: push the olive and the violet buttons
162
+ Finished bimanual_dual_push_buttons | Final Score: 60.0
163
+
164
+ moviepy is installed, but can't import moviepy.editor. Some packages could be missing [imageio, requests]
165
+ [03/31/26 23:09:00] INFO INFO:root:Finished _independent_env_runner.py:293
166
+ evaluation.
167
+ [CoppeliaSim:loadinfo] done.
reports/anybimanual_anchor_bridge/adapter_noop_ep5/summary.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "adapter_mode": "adapter_noop",
3
+ "task_name": "perlf_release_dual_push_buttons_smoke1",
4
+ "tasks": [
5
+ "dual_push_buttons"
6
+ ],
7
+ "task_families": [
8
+ "generic"
9
+ ],
10
+ "passthrough_only": true,
11
+ "passthrough_reason": "generic_task_family",
12
+ "episodes_requested": 5,
13
+ "episode_scores": [
14
+ 0.0,
15
+ 0.0,
16
+ 100.0,
17
+ 100.0,
18
+ 100.0
19
+ ],
20
+ "mean_score": 60.0,
21
+ "final_score": 60.0,
22
+ "subprocess_returncode": 0,
23
+ "command": [
24
+ "/workspace/envs/rlbench/bin/python",
25
+ "/workspace/third_party/AnyBimanual/eval.py",
26
+ "method=PERACT_BC",
27
+ "framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live",
28
+ "framework.start_seed=0",
29
+ "framework.eval_type=60000",
30
+ "framework.eval_episodes=5",
31
+ "framework.eval_envs=1",
32
+ "framework.gpu=0",
33
+ "rlbench.task_name=perlf_release_dual_push_buttons_smoke1",
34
+ "rlbench.tasks=[dual_push_buttons]",
35
+ "rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root",
36
+ "rlbench.headless=True",
37
+ "rlbench.gripper_mode=BimanualDiscrete",
38
+ "rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning",
39
+ "rlbench.action_mode=BimanualMoveArmThenGripper"
40
+ ]
41
+ }
reports/anybimanual_anchor_bridge/trunk_only_ep25/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python /workspace/third_party/AnyBimanual/eval.py method=PERACT_BC framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live framework.start_seed=0 framework.eval_type=60000 framework.eval_episodes=25 framework.eval_envs=1 framework.gpu=0 rlbench.task_name=perlf_release_dual_push_buttons_smoke1 rlbench.tasks=[dual_push_buttons] rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root rlbench.headless=True rlbench.gripper_mode=BimanualDiscrete rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning rlbench.action_mode=BimanualMoveArmThenGripper
reports/anybimanual_anchor_bridge/trunk_only_ep25/stderr.txt ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
2
+ The version_base parameter is not specified.
3
+ Please specify a compatability version level, or None.
4
+ Will assume defaults for version 1.1
5
+ @hydra.main(config_name="eval", config_path="conf")
6
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/defaults_list.py:251: UserWarning: In 'eval': Defaults list is missing `_self_`. See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/default_composition_order for more information
7
+ warnings.warn(msg, UserWarning)
8
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/core/default_element.py:124: UserWarning: In 'method/PERACT_BC': Usage of deprecated keyword in package header '# @package _group_'.
9
+ See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/changes_to_package_header for more information
10
+ deprecation_warning(
11
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/hydra.py:119: UserWarning: Future Hydra versions will no longer change working directory at job runtime by default.
12
+ See https://hydra.cc/docs/1.2/upgrades/1.1_to_1.2/changes_to_job_working_dir/ for more information.
13
+ ret = run_job(
14
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
15
+ from pkg_resources import parse_version
16
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
17
+ The version_base parameter is not specified.
18
+ Please specify a compatability version level, or None.
19
+ Will assume defaults for version 1.1
20
+ @hydra.main(config_name="eval", config_path="conf")
21
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
22
+ The version_base parameter is not specified.
23
+ Please specify a compatability version level, or None.
24
+ Will assume defaults for version 1.1
25
+ @hydra.main(config_name="eval", config_path="conf")
26
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
27
+ from pkg_resources import parse_version
28
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
29
+ The version_base parameter is not specified.
30
+ Please specify a compatability version level, or None.
31
+ Will assume defaults for version 1.1
32
+ @hydra.main(config_name="eval", config_path="conf")
33
+ qt.qpa.plugin: Could not find the Qt platform plugin "xcb" in ""
34
+ This application failed to start because no Qt platform plugin could be initialized. Reinstalling the application may fix this problem.
35
+
36
+ [W CudaIPCTypes.cpp:16] Producer process has been terminated before all shared CUDA tensors released. See Note [Sharing CUDA tensors]
reports/anybimanual_anchor_bridge/trunk_only_ep25/stdout.txt ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2026-03-31 23:32:28,801][root][INFO] -
2
+ method:
3
+ name: PERACT_BC
4
+ agent_type: leader_follower
5
+ robot_name: bimanual
6
+ image_crop_size: 64
7
+ bounds_offset:
8
+ - 0.15
9
+ voxel_sizes:
10
+ - 100
11
+ include_prev_layer: false
12
+ num_latents: 2048
13
+ latent_dim: 512
14
+ transformer_depth: 6
15
+ transformer_iterations: 1
16
+ cross_heads: 1
17
+ cross_dim_head: 64
18
+ latent_heads: 8
19
+ latent_dim_head: 64
20
+ pos_encoding_with_lang: true
21
+ conv_downsample: true
22
+ lang_fusion_type: seq
23
+ voxel_patch_size: 5
24
+ voxel_patch_stride: 5
25
+ final_dim: 64
26
+ low_dim_size: 4
27
+ input_dropout: 0.1
28
+ attn_dropout: 0.1
29
+ decoder_dropout: 0.0
30
+ lr: 0.0005
31
+ lr_scheduler: false
32
+ num_warmup_steps: 3000
33
+ optimizer: lamb
34
+ lambda_weight_l2: 1.0e-06
35
+ trans_loss_weight: 1.0
36
+ rot_loss_weight: 1.0
37
+ grip_loss_weight: 1.0
38
+ collision_loss_weight: 1.0
39
+ rotation_resolution: 5
40
+ activation: lrelu
41
+ norm: None
42
+ crop_augmentation: true
43
+ transform_augmentation:
44
+ apply_se3: true
45
+ aug_xyz:
46
+ - 0.125
47
+ - 0.125
48
+ - 0.125
49
+ aug_rpy:
50
+ - 0.0
51
+ - 0.0
52
+ - 45.0
53
+ aug_rot_resolution: ${method.rotation_resolution}
54
+ demo_augmentation: true
55
+ demo_augmentation_every_n: 10
56
+ no_skip_connection: false
57
+ no_perceiver: false
58
+ no_language: false
59
+ keypoint_method: heuristic
60
+ rlbench:
61
+ task_name: perlf_release_dual_push_buttons_smoke1
62
+ tasks:
63
+ - dual_push_buttons
64
+ demo_path: /workspace/baselines/AnyBimanual_subset3_demo_root
65
+ episode_length: 25
66
+ cameras:
67
+ - over_shoulder_left
68
+ - over_shoulder_right
69
+ - overhead
70
+ - wrist_right
71
+ - wrist_left
72
+ - front
73
+ camera_resolution:
74
+ - 256
75
+ - 256
76
+ scene_bounds:
77
+ - -0.3
78
+ - -0.5
79
+ - 0.6
80
+ - 0.7
81
+ - 0.5
82
+ - 1.6
83
+ include_lang_goal_in_obs: true
84
+ time_in_state: true
85
+ headless: true
86
+ gripper_mode: BimanualDiscrete
87
+ arm_action_mode: BimanualEndEffectorPoseViaPlanning
88
+ action_mode: BimanualMoveArmThenGripper
89
+ framework:
90
+ tensorboard_logging: true
91
+ csv_logging: true
92
+ gpu: 0
93
+ logdir: /workspace/baselines/AnyBimanual_release_eval_live
94
+ start_seed: 0
95
+ record_every_n: 5
96
+ eval_envs: 1
97
+ eval_from_eps_number: 0
98
+ eval_episodes: 25
99
+ eval_type: 60000
100
+ eval_save_metrics: true
101
+ cinematic_recorder:
102
+ enabled: false
103
+ camera_resolution:
104
+ - 1280
105
+ - 720
106
+ fps: 30
107
+ rotate_speed: 0.005
108
+ save_path: /tmp/videos/
109
+
110
+ [2026-03-31 23:32:28,811][root][INFO] - Using env device cuda:0.
111
+ [2026-03-31 23:32:28,812][root][INFO] - Evaluating seed 0.
112
+ [2026-03-31 23:32:28,812][root][INFO] - Using method PERACT_BC with type leader_follower
113
+ Weight: [60000]
114
+ [03/31/26 23:33:05] INFO INFO:root:eval_env: _independent_env_runner.py:131
115
+ Launching env.
116
+ INFO INFO:root:Agent _independent_env_runner.py:134
117
+ information:
118
+ INFO INFO:root:<yarr.agen _independent_env_runner.py:135
119
+ ts.agent.LeaderFollo
120
+ werAgent object at
121
+ 0x77975ba9b970>
reports/anybimanual_anchor_bridge/trunk_only_ep25/summary.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "adapter_mode": "trunk_only",
3
+ "task_name": "perlf_release_dual_push_buttons_smoke1",
4
+ "tasks": [
5
+ "dual_push_buttons"
6
+ ],
7
+ "task_families": [
8
+ "generic"
9
+ ],
10
+ "passthrough_only": true,
11
+ "passthrough_reason": "generic_task_family",
12
+ "episodes_requested": 25,
13
+ "episode_scores": [],
14
+ "mean_score": 0.0,
15
+ "final_score": null,
16
+ "subprocess_returncode": 0,
17
+ "command": [
18
+ "/workspace/envs/rlbench/bin/python",
19
+ "/workspace/third_party/AnyBimanual/eval.py",
20
+ "method=PERACT_BC",
21
+ "framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live",
22
+ "framework.start_seed=0",
23
+ "framework.eval_type=60000",
24
+ "framework.eval_episodes=25",
25
+ "framework.eval_envs=1",
26
+ "framework.gpu=0",
27
+ "rlbench.task_name=perlf_release_dual_push_buttons_smoke1",
28
+ "rlbench.tasks=[dual_push_buttons]",
29
+ "rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root",
30
+ "rlbench.headless=True",
31
+ "rlbench.gripper_mode=BimanualDiscrete",
32
+ "rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning",
33
+ "rlbench.action_mode=BimanualMoveArmThenGripper"
34
+ ]
35
+ }
reports/anybimanual_anchor_bridge/trunk_only_ep5/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python /workspace/third_party/AnyBimanual/eval.py method=PERACT_BC framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live framework.start_seed=0 framework.eval_type=60000 framework.eval_episodes=5 framework.eval_envs=1 framework.gpu=0 rlbench.task_name=perlf_release_dual_push_buttons_smoke1 rlbench.tasks=[dual_push_buttons] rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root rlbench.headless=True rlbench.gripper_mode=BimanualDiscrete rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning rlbench.action_mode=BimanualMoveArmThenGripper
reports/anybimanual_anchor_bridge/trunk_only_ep5/stderr.txt ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
2
+ The version_base parameter is not specified.
3
+ Please specify a compatability version level, or None.
4
+ Will assume defaults for version 1.1
5
+ @hydra.main(config_name="eval", config_path="conf")
6
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/defaults_list.py:251: UserWarning: In 'eval': Defaults list is missing `_self_`. See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/default_composition_order for more information
7
+ warnings.warn(msg, UserWarning)
8
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/core/default_element.py:124: UserWarning: In 'method/PERACT_BC': Usage of deprecated keyword in package header '# @package _group_'.
9
+ See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/changes_to_package_header for more information
10
+ deprecation_warning(
11
+ /workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/hydra.py:119: UserWarning: Future Hydra versions will no longer change working directory at job runtime by default.
12
+ See https://hydra.cc/docs/1.2/upgrades/1.1_to_1.2/changes_to_job_working_dir/ for more information.
13
+ ret = run_job(
14
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
15
+ from pkg_resources import parse_version
16
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
17
+ The version_base parameter is not specified.
18
+ Please specify a compatability version level, or None.
19
+ Will assume defaults for version 1.1
20
+ @hydra.main(config_name="eval", config_path="conf")
21
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
22
+ The version_base parameter is not specified.
23
+ Please specify a compatability version level, or None.
24
+ Will assume defaults for version 1.1
25
+ @hydra.main(config_name="eval", config_path="conf")
26
+ /workspace/envs/rlbench/lib/python3.10/site-packages/wandb/apis/public.py:3109: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
27
+ from pkg_resources import parse_version
28
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
29
+ The version_base parameter is not specified.
30
+ Please specify a compatability version level, or None.
31
+ Will assume defaults for version 1.1
32
+ @hydra.main(config_name="eval", config_path="conf")
33
+ /workspace/third_party/YARR/yarr/utils/rollout_generator.py:73: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow. Please consider converting the list to a single numpy.ndarray with numpy.array() before converting to a tensor. (Triggered internally at /opt/conda/conda-bld/pytorch_1716905979055/work/torch/csrc/utils/tensor_new.cpp:274.)
34
+ prepped_data = {k: torch.tensor([v], device=self._env_device) for k, v in obs_history.items()}
35
+ [W CudaIPCTypes.cpp:16] Producer process has been terminated before all shared CUDA tensors released. See Note [Sharing CUDA tensors]
reports/anybimanual_anchor_bridge/trunk_only_ep5/stdout.txt ADDED
@@ -0,0 +1,167 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2026-03-31 22:50:11,766][root][INFO] -
2
+ method:
3
+ name: PERACT_BC
4
+ agent_type: leader_follower
5
+ robot_name: bimanual
6
+ image_crop_size: 64
7
+ bounds_offset:
8
+ - 0.15
9
+ voxel_sizes:
10
+ - 100
11
+ include_prev_layer: false
12
+ num_latents: 2048
13
+ latent_dim: 512
14
+ transformer_depth: 6
15
+ transformer_iterations: 1
16
+ cross_heads: 1
17
+ cross_dim_head: 64
18
+ latent_heads: 8
19
+ latent_dim_head: 64
20
+ pos_encoding_with_lang: true
21
+ conv_downsample: true
22
+ lang_fusion_type: seq
23
+ voxel_patch_size: 5
24
+ voxel_patch_stride: 5
25
+ final_dim: 64
26
+ low_dim_size: 4
27
+ input_dropout: 0.1
28
+ attn_dropout: 0.1
29
+ decoder_dropout: 0.0
30
+ lr: 0.0005
31
+ lr_scheduler: false
32
+ num_warmup_steps: 3000
33
+ optimizer: lamb
34
+ lambda_weight_l2: 1.0e-06
35
+ trans_loss_weight: 1.0
36
+ rot_loss_weight: 1.0
37
+ grip_loss_weight: 1.0
38
+ collision_loss_weight: 1.0
39
+ rotation_resolution: 5
40
+ activation: lrelu
41
+ norm: None
42
+ crop_augmentation: true
43
+ transform_augmentation:
44
+ apply_se3: true
45
+ aug_xyz:
46
+ - 0.125
47
+ - 0.125
48
+ - 0.125
49
+ aug_rpy:
50
+ - 0.0
51
+ - 0.0
52
+ - 45.0
53
+ aug_rot_resolution: ${method.rotation_resolution}
54
+ demo_augmentation: true
55
+ demo_augmentation_every_n: 10
56
+ no_skip_connection: false
57
+ no_perceiver: false
58
+ no_language: false
59
+ keypoint_method: heuristic
60
+ rlbench:
61
+ task_name: perlf_release_dual_push_buttons_smoke1
62
+ tasks:
63
+ - dual_push_buttons
64
+ demo_path: /workspace/baselines/AnyBimanual_subset3_demo_root
65
+ episode_length: 25
66
+ cameras:
67
+ - over_shoulder_left
68
+ - over_shoulder_right
69
+ - overhead
70
+ - wrist_right
71
+ - wrist_left
72
+ - front
73
+ camera_resolution:
74
+ - 256
75
+ - 256
76
+ scene_bounds:
77
+ - -0.3
78
+ - -0.5
79
+ - 0.6
80
+ - 0.7
81
+ - 0.5
82
+ - 1.6
83
+ include_lang_goal_in_obs: true
84
+ time_in_state: true
85
+ headless: true
86
+ gripper_mode: BimanualDiscrete
87
+ arm_action_mode: BimanualEndEffectorPoseViaPlanning
88
+ action_mode: BimanualMoveArmThenGripper
89
+ framework:
90
+ tensorboard_logging: true
91
+ csv_logging: true
92
+ gpu: 0
93
+ logdir: /workspace/baselines/AnyBimanual_release_eval_live
94
+ start_seed: 0
95
+ record_every_n: 5
96
+ eval_envs: 1
97
+ eval_from_eps_number: 0
98
+ eval_episodes: 5
99
+ eval_type: 60000
100
+ eval_save_metrics: true
101
+ cinematic_recorder:
102
+ enabled: false
103
+ camera_resolution:
104
+ - 1280
105
+ - 720
106
+ fps: 30
107
+ rotate_speed: 0.005
108
+ save_path: /tmp/videos/
109
+
110
+ [2026-03-31 22:50:11,776][root][INFO] - Using env device cuda:0.
111
+ [2026-03-31 22:50:11,777][root][INFO] - Evaluating seed 0.
112
+ [2026-03-31 22:50:11,777][root][INFO] - Using method PERACT_BC with type leader_follower
113
+ Weight: [60000]
114
+ [03/31/26 22:50:48] INFO INFO:root:eval_env: _independent_env_runner.py:131
115
+ Launching env.
116
+ INFO INFO:root:Agent _independent_env_runner.py:134
117
+ information:
118
+ INFO INFO:root:<yarr.agen _independent_env_runner.py:135
119
+ ts.agent.LeaderFollo
120
+ werAgent object at
121
+ 0x72a30c833970>
122
+ [03/31/26 22:50:49] INFO INFO:root:Using dual panda robot environment.py:117
123
+ INFO INFO:root:Setting control arm_action_modes.py:79
124
+ mode for both robots
125
+ WARNING WARNING:root:not sure how task_environment.py:57
126
+ _robot_shapes are used is
127
+ used.
128
+ INFO INFO:root:Evaluating _independent_env_runner.py:165
129
+ weight 60000
130
+ loaded weights from /workspace/baselines/AnyBimanual_release_eval_live/perlf_release_dual_push_buttons_smoke1/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_leader_layer_0.pt
131
+ loaded weights from /workspace/baselines/AnyBimanual_release_eval_live/perlf_release_dual_push_buttons_smoke1/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_follower_layer_0.pt
132
+ [03/31/26 22:50:50] INFO INFO:root:eval_env: _independent_env_runner.py:192
133
+ Starting episode 0,
134
+ seed 0.
135
+ [03/31/26 22:51:22] INFO INFO:root:total waypoints 4, (right=2, task.py:368
136
+ left=2)
137
+ Evaluating bimanual_dual_push_buttons | Episode 0 | Score: 0.0 | Lang Goal: push the rose and the maroon buttons
138
+ [03/31/26 22:51:56] INFO INFO:root:eval_env: _independent_env_runner.py:192
139
+ Starting episode 1,
140
+ seed 1.
141
+ [03/31/26 22:52:40] INFO INFO:root:total waypoints 4, (right=2, task.py:368
142
+ left=2)
143
+ Evaluating bimanual_dual_push_buttons | Episode 1 | Score: 0.0 | Lang Goal: push the black and the violet buttons
144
+ [03/31/26 22:53:06] INFO INFO:root:eval_env: _independent_env_runner.py:192
145
+ Starting episode 2,
146
+ seed 2.
147
+ [03/31/26 22:53:40] INFO INFO:root:total waypoints 4, (right=2, task.py:368
148
+ left=2)
149
+ Evaluating bimanual_dual_push_buttons | Episode 2 | Score: 100.0 | Lang Goal: push the violet and the blue buttons
150
+ [03/31/26 22:54:10] INFO INFO:root:eval_env: _independent_env_runner.py:192
151
+ Starting episode 3,
152
+ seed 3.
153
+ [03/31/26 22:54:44] INFO INFO:root:total waypoints 4, (right=2, task.py:368
154
+ left=2)
155
+ Evaluating bimanual_dual_push_buttons | Episode 3 | Score: 0.0 | Lang Goal: push the green and the violet buttons
156
+ [03/31/26 22:55:18] INFO INFO:root:eval_env: _independent_env_runner.py:192
157
+ Starting episode 4,
158
+ seed 4.
159
+ [03/31/26 22:56:00] INFO INFO:root:total waypoints 4, (right=2, task.py:368
160
+ left=2)
161
+ Evaluating bimanual_dual_push_buttons | Episode 4 | Score: 0.0 | Lang Goal: push the olive and the violet buttons
162
+ Finished bimanual_dual_push_buttons | Final Score: 20.0
163
+
164
+ moviepy is installed, but can't import moviepy.editor. Some packages could be missing [imageio, requests]
165
+ [03/31/26 22:56:42] INFO INFO:root:Finished _independent_env_runner.py:293
166
+ evaluation.
167
+ [CoppeliaSim:loadinfo] done.
reports/anybimanual_anchor_bridge/trunk_only_ep5/summary.json ADDED
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1
+ {
2
+ "adapter_mode": "trunk_only",
3
+ "task_name": "perlf_release_dual_push_buttons_smoke1",
4
+ "tasks": [
5
+ "dual_push_buttons"
6
+ ],
7
+ "task_families": [
8
+ "generic"
9
+ ],
10
+ "passthrough_only": true,
11
+ "passthrough_reason": "generic_task_family",
12
+ "episodes_requested": 5,
13
+ "episode_scores": [
14
+ 0.0,
15
+ 0.0,
16
+ 100.0,
17
+ 0.0,
18
+ 0.0,
19
+ 20.0
20
+ ],
21
+ "mean_score": 20.0,
22
+ "subprocess_returncode": 0,
23
+ "command": [
24
+ "/workspace/envs/rlbench/bin/python",
25
+ "/workspace/third_party/AnyBimanual/eval.py",
26
+ "method=PERACT_BC",
27
+ "framework.logdir=/workspace/baselines/AnyBimanual_release_eval_live",
28
+ "framework.start_seed=0",
29
+ "framework.eval_type=60000",
30
+ "framework.eval_episodes=5",
31
+ "framework.eval_envs=1",
32
+ "framework.gpu=0",
33
+ "rlbench.task_name=perlf_release_dual_push_buttons_smoke1",
34
+ "rlbench.tasks=[dual_push_buttons]",
35
+ "rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root",
36
+ "rlbench.headless=True",
37
+ "rlbench.gripper_mode=BimanualDiscrete",
38
+ "rlbench.arm_action_mode=BimanualEndEffectorPoseViaPlanning",
39
+ "rlbench.action_mode=BimanualMoveArmThenGripper"
40
+ ]
41
+ }
reports/maniskill_bag_bridge_eval_less_bonus_seed17/adapter_active_ft_seed17.json ADDED
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+ "track_id": "bag_track",
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+ "suite": "maniskill3",
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+ "benchmark_task": "PutEggplantInBasketRetrievalProxy-v1",
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+ "role": "target",
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+ "eval_mode": "adapter_noop",
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+ "seed": 17,
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+ "cameras": [
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+ "front",
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+ "left",
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+ "right"
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+ ],
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+ "action_horizon": 8,
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+ }
reports/maniskill_bag_bridge_eval_less_bonus_seed17/public_benchmark_package_summary.json ADDED
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+ {
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+ "benchmark_task": "PutEggplantInBasketRetrievalProxy-v1",
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+ "public_source": "ManiSkill public scene proxy: PutEggplantInBasketScene-v1",
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+ "role": "target",
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reports/maniskill_bag_bridge_eval_less_bonus_seed17/public_benchmark_package_summary.md ADDED
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+ # ManiSkill Bag Retrieval Smoke Summary
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+
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+ - benchmark_task: PutEggplantInBasketRetrievalProxy-v1
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+ - target_macro_average_delta: 0.160
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+ - headline_pass: False
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+
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+ ## bag_track
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+ - trunk_only_ft: mean_success=0.320
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+ - adapter_noop: mean_success=0.000
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+ - adapter_active_ft: mean_success=0.480
reports/maniskill_bag_bridge_eval_less_bonus_seed17/trunk_only_ft_seed17.json ADDED
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+ {
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+ {
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+ # ManiSkill PickClutter Smoke Summary
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+ "track_id": "occlusion_track",
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+ "suite": "maniskill3",
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+ "role": "target",
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+ "seed": 17,
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+ "front",
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+ "right"
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+ ],
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+ "same_test_episodes": true
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+ },
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+ "track_id": "occlusion_track",
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+ "model_variant": "adapter_active_ft",
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+ "seed": 17,
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+ "val_demos": 8,
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+ "init_checkpoint_group": "/workspace/workspace/VLAarchtests2/VLAarchtests/artifacts/outputs/r3d_handoff_phase/proxy_interaction_r3d_stage3_clip_rgbd_handoff_compact_phase_seed17/checkpoint_best.pt",
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+ "augmentations": "none",
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+ "dataset_split_id": "pickclutter_smoke_v4_seed17",
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+ "same_data_policy": true,
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+ "same_init_policy": true
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+ }
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+ }
reports/maniskill_pickclutter_smoke_v4/public_benchmark_package_summary.json ADDED
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+ {
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+ "anchor_pass": true,
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+ "available_tracks": [
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+ "occlusion_track"
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+ ],
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+ "ci_above_zero_tracks": [],
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+ "package_name": "public_reveal_retrieve_package_v1",
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+ "sign_of_life_pass": false,
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+ "sign_of_life_tracks": [],
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+ "target_macro_average_delta": -0.4399999901652336,
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+ "delta_active_vs_trunk": -0.4399999901652336,
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+ "delta_active_vs_trunk_ci95": [
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+ },
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+ "notes": "Closest maintained public occluded retrieval task. Treat as the canopy / dense occlusion proxy.",
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+ "public_source": "https://maniskill.readthedocs.io/en/latest/tasks/table_top_gripper/index.html",
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+ "role": "target",
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+ }
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reports/maniskill_pickclutter_smoke_v4/public_benchmark_package_summary.md ADDED
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+ # ManiSkill PickClutter Smoke Summary
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+
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+ - available_tracks: ['occlusion_track']
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+ - target_macro_average_delta: -0.440
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+ - headline_pass: False
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+ - sign_of_life_pass: False
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+
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+ ## occlusion_track
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+ - delta_active_vs_trunk: -0.440
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+ - delta_noop_vs_trunk: -0.440
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+ - signs_of_life: False
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+ - trunk_only_ft: mean_success=0.480
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+ - adapter_noop: mean_success=0.040
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+ - adapter_active_ft: mean_success=0.040
reports/maniskill_pickclutter_smoke_v4/trunk_only_ft_seed17.json ADDED
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+ "role": "target",
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+ "seed": 17,
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+ "right"
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+ "val_demos": 8,
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+ "init_checkpoint_group": "/workspace/workspace/VLAarchtests2/VLAarchtests/artifacts/outputs/r3d_handoff_phase/proxy_interaction_r3d_stage3_clip_rgbd_handoff_compact_phase_seed17/checkpoint_best.pt",
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+ "batch_size": 4,
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+ "augmentations": "none",
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+ "early_stopping_metric": "val_total",
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+ "max_gradient_steps": 144,
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+ "same_data_policy": true,
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+ "same_init_policy": true
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+ }
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+ }
reports/maniskill_pickclutter_smoke_v4_evalprobe_fromv3/public_benchmark_package_summary.md ADDED
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1
+ # ManiSkill PickClutter Smoke Summary
2
+
3
+ - available_tracks: ['occlusion_track']
4
+ - target_macro_average_delta: 0.560
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+ - headline_pass: True
6
+ - sign_of_life_pass: False
7
+
8
+ ## occlusion_track
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+ - delta_active_vs_trunk: 0.560
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+ - delta_noop_vs_trunk: 0.000
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+ - signs_of_life: True
12
+ - trunk_only_ft: mean_success=0.060
13
+ - adapter_noop: mean_success=0.060
14
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