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  1. reports/dual_push_full_arch_probe_iter6_scene_ep1/summary.json +45 -0
  2. reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/command.txt +1 -0
  3. reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/stderr.txt +1 -0
  4. reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/stdout.txt +38 -0
  5. reports/peract2_13_launch_smoke_live/bimanual_handover_item/command.txt +1 -0
  6. reports/peract2_13_launch_smoke_live/bimanual_handover_item/stderr.txt +1 -0
  7. reports/peract2_13_launch_smoke_live/bimanual_handover_item/stdout.txt +38 -0
  8. reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/command.txt +1 -0
  9. reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/stderr.txt +1 -0
  10. reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/stdout.txt +38 -0
  11. reports/peract2_13_launch_smoke_live/bimanual_lift_ball/command.txt +1 -0
  12. reports/peract2_13_launch_smoke_live/bimanual_lift_ball/stderr.txt +1 -0
  13. reports/peract2_13_launch_smoke_live/bimanual_lift_ball/stdout.txt +38 -0
  14. reports/peract2_13_launch_smoke_live/bimanual_lift_tray/command.txt +1 -0
  15. reports/peract2_13_launch_smoke_live/bimanual_lift_tray/stderr.txt +1 -0
  16. reports/peract2_13_launch_smoke_live/bimanual_lift_tray/stdout.txt +38 -0
  17. reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/command.txt +1 -0
  18. reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/stderr.txt +1 -0
  19. reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/stdout.txt +38 -0
  20. reports/peract2_13_launch_smoke_live/bimanual_pick_plate/command.txt +1 -0
  21. reports/peract2_13_launch_smoke_live/bimanual_pick_plate/stderr.txt +1 -0
  22. reports/peract2_13_launch_smoke_live/bimanual_pick_plate/stdout.txt +38 -0
  23. reports/peract2_13_launch_smoke_live/bimanual_push_box/command.txt +1 -0
  24. reports/peract2_13_launch_smoke_live/bimanual_push_box/stderr.txt +1 -0
  25. reports/peract2_13_launch_smoke_live/bimanual_push_box/stdout.txt +38 -0
  26. reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/command.txt +1 -0
  27. reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/stderr.txt +1 -0
  28. reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/stdout.txt +39 -0
  29. reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/command.txt +1 -0
  30. reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/stderr.txt +7 -0
  31. reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/stdout.txt +38 -0
  32. reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/command.txt +1 -0
  33. reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/stderr.txt +5 -0
  34. reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/stdout.txt +38 -0
  35. reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/command.txt +1 -0
  36. reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/stderr.txt +1 -0
  37. reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/stdout.txt +38 -0
  38. reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/command.txt +1 -0
  39. reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/stderr.txt +7 -0
  40. reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/stdout.txt +38 -0
  41. reports/true_baseline_compare_subset3_v1/anybimanual_live_subset3_ep1.log +211 -0
  42. reports/true_baseline_compare_subset3_v1/pipeline.log +7 -0
  43. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_eval.log +12 -0
  44. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/command.txt +1 -0
  45. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.json +0 -0
  46. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.md +14 -0
  47. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.partial.json +0 -0
  48. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/stderr.txt +3 -0
  49. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/stdout.txt +0 -0
  50. reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_lift_ball/command.txt +1 -0
reports/dual_push_full_arch_probe_iter6_scene_ep1/summary.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "checkpoint": "/workspace/outputs/rlbench_true_baselines/rlbench_subset3_elastic_reveal_proxy_iter6_100demo_fair_seed17/checkpoint_best.pt",
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+ "feature_source": "scene",
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+ "position_source": "vision",
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+ "episodes": 1,
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+ "episode_length": 120,
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+ "arm_mode": "planning",
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+ "mean_success": 1.0,
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+ "mean_return": 1.0,
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+ "results": [
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+ {
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+ "episode": 0,
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+ "language_goal": "push the olive and the orange buttons",
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+ "retrieved_episode_index": 11,
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+ "similarity": 0.9998629689216614,
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+ "steps": 94,
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+ "success": 1.0,
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+ "return": 1.0,
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+ "min_scale": 1.0,
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+ "error": null
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+ }
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+ ]
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+ }
reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_dual_push_buttons --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_dual_push_buttons/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualDualPushButtons",
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+ "description": "push the olive and the orange buttons",
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+ "front_rgb_shape": [
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+ 224,
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+ 224,
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+ 3
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+ ],
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+ "wrist_left_rgb_shape": [
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+ "wrist_right_rgb_shape": [
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+ "right_pose_shape": [
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+ "left_pose_shape": [
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "action_dim": 18,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ ]
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+ }
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+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_handover_item/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_handover_item --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_handover_item/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_handover_item/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualHandoverItem",
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+ "description": "bring me the red item",
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+ "front_rgb_shape": [
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+ 224,
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+ 3
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+ ],
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+ "wrist_left_rgb_shape": [
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+ "wrist_right_rgb_shape": [
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+ "right_pose_shape": [
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+ "left_pose_shape": [
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+ ],
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "action_dim": 18,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
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+ }
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+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_handover_item_easy --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_handover_item_easy/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
2
+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualHandoverItemEasy",
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+ "description": "bring me the item",
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+ "front_rgb_shape": [
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+ 3
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+ "wrist_left_rgb_shape": [
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+ "right_pose_shape": [
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+ "left_pose_shape": [
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "action_dim": 18,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
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+ }
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+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_lift_ball/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_lift_ball --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_lift_ball/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_lift_ball/stdout.txt ADDED
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1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualLiftBall",
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+ "description": "Lift the ball",
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+ "front_rgb_shape": [
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
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+ }
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+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_lift_tray/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_lift_tray --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_lift_tray/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_lift_tray/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualLiftTray",
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+ "description": "Lift the tray",
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+ "front_rgb_shape": [
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+ 224,
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+ "right_pose_shape": [
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+ ],
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+ "left_pose_shape": [
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+ ],
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "action_dim": 18,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_pick_laptop --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_pick_laptop/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualPickLaptop",
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+ "description": "pick up the laptop",
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+ "front_rgb_shape": [
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+ 224,
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+ 3
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+ ],
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+ "wrist_left_rgb_shape": [
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+ "wrist_right_rgb_shape": [
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+ "left_pose_shape": [
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+ ],
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "action_dim": 18,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
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+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_pick_plate/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_pick_plate --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_pick_plate/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_pick_plate/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualPickPlate",
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+ "description": "pick up the plate",
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+ "front_rgb_shape": [
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+ ],
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+ "wrist_left_rgb_shape": [
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+ "right_pose_shape": [
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+ ],
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+ "left_pose_shape": [
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+ ],
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
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+ "reward": 0.0,
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+ "done": false,
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+ "front_rgb_shape_after_step": [
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+ 224,
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+ 224,
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+ 3
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+ ]
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+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_push_box/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_push_box --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_push_box/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_push_box/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualPushBox",
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+ "description": "push the box to the red area",
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+ "front_rgb_shape": [
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+ 224,
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+ 224,
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+ 3
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+ ],
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+ "wrist_left_rgb_shape": [
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+ ],
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+ "wrist_right_rgb_shape": [
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+ 224,
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+ 3
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+ ],
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+ "right_pose_shape": [
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+ ],
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+ "left_pose_shape": [
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+ ],
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+ "stepped_mode": "bimanual_noop",
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+ "action_finite": true,
29
+ "action_dim": 18,
30
+ "reward": 0.0,
31
+ "done": false,
32
+ "front_rgb_shape_after_step": [
33
+ 224,
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+ 224,
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+ 3
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+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_put_bottle_in_fridge --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_put_bottle_in_fridge/stdout.txt ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [ 0.05 -0.27500001 0.75199997]
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+ {
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+ "display": ":99",
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+ "headless": true,
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+ "task": "BimanualPutBottleInFridge",
6
+ "description": "put bottle in fridge",
7
+ "front_rgb_shape": [
8
+ 224,
9
+ 224,
10
+ 3
11
+ ],
12
+ "wrist_left_rgb_shape": [
13
+ 224,
14
+ 224,
15
+ 3
16
+ ],
17
+ "wrist_right_rgb_shape": [
18
+ 224,
19
+ 224,
20
+ 3
21
+ ],
22
+ "right_pose_shape": [
23
+ 7
24
+ ],
25
+ "left_pose_shape": [
26
+ 7
27
+ ],
28
+ "stepped_mode": "bimanual_noop",
29
+ "action_finite": true,
30
+ "action_dim": 18,
31
+ "reward": 0.0,
32
+ "done": false,
33
+ "front_rgb_shape_after_step": [
34
+ 224,
35
+ 224,
36
+ 3
37
+ ]
38
+ }
39
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_put_item_in_drawer --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/stderr.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
2
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint4 - DualPanda') left=(True, '')
3
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_put_item_in_drawer. Infeasible episode. Can't reach waypoint ((False, 'waypoint4 - DualPanda'), (True, '')).
4
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint4 - DualPanda') left=(True, '')
5
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_put_item_in_drawer. Infeasible episode. Can't reach waypoint ((False, 'waypoint4 - DualPanda'), (True, '')).
6
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint4 - DualPanda') left=(True, '')
7
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_put_item_in_drawer. Infeasible episode. Can't reach waypoint ((False, 'waypoint4 - DualPanda'), (True, '')).
reports/peract2_13_launch_smoke_live/bimanual_put_item_in_drawer/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "display": ":99",
3
+ "headless": true,
4
+ "task": "BimanualPutItemInDrawer",
5
+ "description": "put the item in the bottom drawer",
6
+ "front_rgb_shape": [
7
+ 224,
8
+ 224,
9
+ 3
10
+ ],
11
+ "wrist_left_rgb_shape": [
12
+ 224,
13
+ 224,
14
+ 3
15
+ ],
16
+ "wrist_right_rgb_shape": [
17
+ 224,
18
+ 224,
19
+ 3
20
+ ],
21
+ "right_pose_shape": [
22
+ 7
23
+ ],
24
+ "left_pose_shape": [
25
+ 7
26
+ ],
27
+ "stepped_mode": "bimanual_noop",
28
+ "action_finite": true,
29
+ "action_dim": 18,
30
+ "reward": 0.0,
31
+ "done": false,
32
+ "front_rgb_shape_after_step": [
33
+ 224,
34
+ 224,
35
+ 3
36
+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_straighten_rope --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/stderr.txt ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
2
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint3 - DualPanda') left=(True, '')
3
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_straighten_rope. Infeasible episode. Can't reach waypoint ((False, 'waypoint3 - DualPanda'), (True, '')).
4
+ ERROR:root:robot is in collision
5
+ ERROR:root:Error when checking waypoints. Exception is:
reports/peract2_13_launch_smoke_live/bimanual_straighten_rope/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "display": ":99",
3
+ "headless": true,
4
+ "task": "BimanualStraightenRope",
5
+ "description": "straighten rope",
6
+ "front_rgb_shape": [
7
+ 224,
8
+ 224,
9
+ 3
10
+ ],
11
+ "wrist_left_rgb_shape": [
12
+ 224,
13
+ 224,
14
+ 3
15
+ ],
16
+ "wrist_right_rgb_shape": [
17
+ 224,
18
+ 224,
19
+ 3
20
+ ],
21
+ "right_pose_shape": [
22
+ 7
23
+ ],
24
+ "left_pose_shape": [
25
+ 7
26
+ ],
27
+ "stepped_mode": "bimanual_noop",
28
+ "action_finite": true,
29
+ "action_dim": 18,
30
+ "reward": 0.0,
31
+ "done": false,
32
+ "front_rgb_shape_after_step": [
33
+ 224,
34
+ 224,
35
+ 3
36
+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_sweep_to_dustpan --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/stderr.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
reports/peract2_13_launch_smoke_live/bimanual_sweep_to_dustpan/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "display": ":99",
3
+ "headless": true,
4
+ "task": "BimanualSweepToDustpan",
5
+ "description": "sweep dirt to dustpan",
6
+ "front_rgb_shape": [
7
+ 224,
8
+ 224,
9
+ 3
10
+ ],
11
+ "wrist_left_rgb_shape": [
12
+ 224,
13
+ 224,
14
+ 3
15
+ ],
16
+ "wrist_right_rgb_shape": [
17
+ 224,
18
+ 224,
19
+ 3
20
+ ],
21
+ "right_pose_shape": [
22
+ 7
23
+ ],
24
+ "left_pose_shape": [
25
+ 7
26
+ ],
27
+ "stepped_mode": "bimanual_noop",
28
+ "action_finite": true,
29
+ "action_dim": 18,
30
+ "reward": 0.0,
31
+ "done": false,
32
+ "front_rgb_shape_after_step": [
33
+ 224,
34
+ 224,
35
+ 3
36
+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m sim_rlbench.launch_smoke --task bimanual_take_tray_out_of_oven --resolution 224 --headless
reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/stderr.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ WARNING:root:not sure how _robot_shapes are used is used.
2
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint0 - DualPanda') left=(True, '')
3
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_take_tray_out_of_oven. Infeasible episode. Can't reach waypoint ((False, 'waypoint0 - DualPanda'), (True, '')).
4
+ ERROR:root:robot is in collision
5
+ ERROR:root:Error when checking waypoints. Exception is:
6
+ WARNING:root:Waypoints are not reachable right=(False, 'waypoint3 - DualPanda') left=(True, '')
7
+ ERROR:root:Error when checking waypoints. Exception is: Error in task bimanual_take_tray_out_of_oven. Infeasible episode. Can't reach waypoint ((False, 'waypoint3 - DualPanda'), (True, '')).
reports/peract2_13_launch_smoke_live/bimanual_take_tray_out_of_oven/stdout.txt ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "display": ":99",
3
+ "headless": true,
4
+ "task": "BimanualTakeTrayOutOfOven",
5
+ "description": "take tray out of oven",
6
+ "front_rgb_shape": [
7
+ 224,
8
+ 224,
9
+ 3
10
+ ],
11
+ "wrist_left_rgb_shape": [
12
+ 224,
13
+ 224,
14
+ 3
15
+ ],
16
+ "wrist_right_rgb_shape": [
17
+ 224,
18
+ 224,
19
+ 3
20
+ ],
21
+ "right_pose_shape": [
22
+ 7
23
+ ],
24
+ "left_pose_shape": [
25
+ 7
26
+ ],
27
+ "stepped_mode": "bimanual_noop",
28
+ "action_finite": true,
29
+ "action_dim": 18,
30
+ "reward": 0.0,
31
+ "done": false,
32
+ "front_rgb_shape_after_step": [
33
+ 224,
34
+ 224,
35
+ 3
36
+ ]
37
+ }
38
+ [CoppeliaSim:loadinfo] done.
reports/true_baseline_compare_subset3_v1/anybimanual_live_subset3_ep1.log ADDED
@@ -0,0 +1,211 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ [2026-03-30 01:05:41,243][root][INFO] -
15
+ method:
16
+ name: PERACT_BC
17
+ agent_type: leader_follower
18
+ robot_name: bimanual
19
+ image_crop_size: 64
20
+ bounds_offset:
21
+ - 0.15
22
+ voxel_sizes:
23
+ - 100
24
+ include_prev_layer: false
25
+ num_latents: 2048
26
+ latent_dim: 512
27
+ transformer_depth: 6
28
+ transformer_iterations: 1
29
+ cross_heads: 1
30
+ cross_dim_head: 64
31
+ latent_heads: 8
32
+ latent_dim_head: 64
33
+ pos_encoding_with_lang: true
34
+ conv_downsample: true
35
+ lang_fusion_type: seq
36
+ voxel_patch_size: 5
37
+ voxel_patch_stride: 5
38
+ final_dim: 64
39
+ low_dim_size: 4
40
+ input_dropout: 0.1
41
+ attn_dropout: 0.1
42
+ decoder_dropout: 0.0
43
+ lr: 0.0005
44
+ lr_scheduler: false
45
+ num_warmup_steps: 3000
46
+ optimizer: lamb
47
+ lambda_weight_l2: 1.0e-06
48
+ trans_loss_weight: 1.0
49
+ rot_loss_weight: 1.0
50
+ grip_loss_weight: 1.0
51
+ collision_loss_weight: 1.0
52
+ rotation_resolution: 5
53
+ activation: lrelu
54
+ norm: None
55
+ crop_augmentation: true
56
+ transform_augmentation:
57
+ apply_se3: true
58
+ aug_xyz:
59
+ - 0.125
60
+ - 0.125
61
+ - 0.125
62
+ aug_rpy:
63
+ - 0.0
64
+ - 0.0
65
+ - 45.0
66
+ aug_rot_resolution: ${method.rotation_resolution}
67
+ demo_augmentation: true
68
+ demo_augmentation_every_n: 10
69
+ no_skip_connection: false
70
+ no_perceiver: false
71
+ no_language: false
72
+ keypoint_method: heuristic
73
+ rlbench:
74
+ task_name: perlf+ab
75
+ tasks:
76
+ - coordinated_push_box
77
+ - coordinated_lift_ball
78
+ - dual_push_buttons
79
+ demo_path: /workspace/baselines/AnyBimanual_subset3_demo_root
80
+ episode_length: 25
81
+ cameras:
82
+ - over_shoulder_left
83
+ - over_shoulder_right
84
+ - overhead
85
+ - wrist_right
86
+ - wrist_left
87
+ - front
88
+ camera_resolution:
89
+ - 256
90
+ - 256
91
+ scene_bounds:
92
+ - -0.3
93
+ - -0.5
94
+ - 0.6
95
+ - 0.7
96
+ - 0.5
97
+ - 1.6
98
+ include_lang_goal_in_obs: true
99
+ time_in_state: true
100
+ headless: true
101
+ gripper_mode: BimanualDiscrete
102
+ arm_action_mode: BimanualEndEffectorPoseViaPlanning
103
+ action_mode: BimanualMoveArmThenGripper
104
+ framework:
105
+ tensorboard_logging: true
106
+ csv_logging: true
107
+ gpu: 0
108
+ logdir: /workspace/baselines/AnyBimanual_evalroot
109
+ start_seed: 0
110
+ record_every_n: 5
111
+ eval_envs: 1
112
+ eval_from_eps_number: 0
113
+ eval_episodes: 1
114
+ eval_type: 60000
115
+ eval_save_metrics: true
116
+ cinematic_recorder:
117
+ enabled: false
118
+ camera_resolution:
119
+ - 1280
120
+ - 720
121
+ fps: 30
122
+ rotate_speed: 0.005
123
+ save_path: /tmp/videos/
124
+
125
+ [2026-03-30 01:05:41,254][root][INFO] - Using env device cuda:0.
126
+ [2026-03-30 01:05:41,265][root][INFO] - Evaluating seed 0.
127
+ [2026-03-30 01:05:41,265][root][INFO] - Using method PERACT_BC with type leader_follower
128
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
129
+ The version_base parameter is not specified.
130
+ Please specify a compatability version level, or None.
131
+ Will assume defaults for version 1.1
132
+ @hydra.main(config_name="eval", config_path="conf")
133
+ Weight: [60000]
134
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
135
+ The version_base parameter is not specified.
136
+ Please specify a compatability version level, or None.
137
+ Will assume defaults for version 1.1
138
+ @hydra.main(config_name="eval", config_path="conf")
139
+ /workspace/third_party/AnyBimanual/eval.py:183: UserWarning:
140
+ The version_base parameter is not specified.
141
+ Please specify a compatability version level, or None.
142
+ Will assume defaults for version 1.1
143
+ @hydra.main(config_name="eval", config_path="conf")
144
+ [03/30/26 01:06:23] INFO INFO:root:eval_env: _independent_env_runner.py:130
145
+ Launching env.
146
+ INFO INFO:root:Agent _independent_env_runner.py:133
147
+ information:
148
+ INFO INFO:root:<yarr.agen _independent_env_runner.py:134
149
+ ts.agent.LeaderFollo
150
+ werAgent object at
151
+ 0x7f021882d6f0>
152
+ [03/30/26 01:06:27] INFO INFO:root:Using dual panda robot environment.py:117
153
+ INFO INFO:root:Setting control arm_action_modes.py:79
154
+ mode for both robots
155
+ WARNING WARNING:root:not sure how task_environment.py:57
156
+ _robot_shapes are used is
157
+ used.
158
+ INFO INFO:root:Evaluating _independent_env_runner.py:164
159
+ weight 60000
160
+ loaded weights from /workspace/baselines/AnyBimanual_evalroot/perlf+ab/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_leader_layer_0.pt
161
+ loaded weights from /workspace/baselines/AnyBimanual_evalroot/perlf+ab/PERACT_BC/seed0/weights/60000/checkpoint_peract_bc_follower_layer_0.pt
162
+
163
+
164
+ Starting episode 0,
165
+ seed 0.
166
+ eval_demo_seed: 0
167
+ [03/30/26 01:07:11] INFO INFO:root:total waypoints 4, (right=2, task.py:370
168
+ left=2)
169
+ /workspace/third_party/AnyBimanual/third_party/YARR/yarr/utils/rollout_generator.py:76: 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 /pytorch/torch/csrc/utils/tensor_new.cpp:253.)
170
+ prepped_data = {k: torch.tensor([v], device=self._env_device) for k, v in obs_history.items()}
171
+
172
+
173
+
174
+ Finished coordinated_push_box | Final Score: unknown
175
+
176
+
177
+
178
+ Starting episode 0,
179
+ seed 0.
180
+ eval_demo_seed: 0
181
+ WARNING WARNING:root:not sure how task_environment.py:57
182
+ _robot_shapes are used is
183
+ used.
184
+ [03/30/26 01:08:08] INFO INFO:root:total waypoints 8, (right=4, task.py:370
185
+ left=4)
186
+
187
+
188
+
189
+ Finished coordinated_lift_ball | Final Score: 0.0
190
+
191
+ add_video needs package moviepy
192
+
193
+
194
+ Starting episode 0,
195
+ seed 0.
196
+ eval_demo_seed: 0
197
+ WARNING WARNING:root:not sure how task_environment.py:57
198
+ _robot_shapes are used is
199
+ used.
200
+ [03/30/26 01:09:11] INFO INFO:root:total waypoints 4, (right=2, task.py:370
201
+ left=2)
202
+
203
+
204
+
205
+ Evaluating dual_push_buttons | Episode 0 | Score: 0.0 | Lang Goal: push the rose and the maroon buttons
206
+ Finished dual_push_buttons | Final Score: unknown
207
+
208
+ [03/30/26 01:09:28] INFO INFO:root:Finished _independent_env_runner.py:292
209
+ evaluation.
210
+ [CoppeliaSim:loadinfo] done.
211
+ [W330 01:09:37.214689113 CudaIPCTypes.cpp:16] Producer process has been terminated before all shared CUDA tensors released. See Note [Sharing CUDA tensors]
reports/true_baseline_compare_subset3_v1/pipeline.log ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ [wait] waiting for full subset3 train split in /workspace/data/rlbench2_subset3
2
+ [baseline] wiring AnyBimanual demo root onto subset3 data
3
+ [baseline] AnyBimanual live sanity on overlap subset
4
+ [train] backbone fair 100-demo subset3
5
+ [eval] backbone fair 100-demo subset3
6
+ [train] elastic proxy-init fair 100-demo subset3
7
+ [eval] elastic proxy-init fair 100-demo subset3
reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_eval.log ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [peract2-sweep] running task=bimanual_push_box plan=False
2
+ [peract2-sweep] running task=bimanual_lift_ball plan=False
3
+ [peract2-sweep] running task=bimanual_dual_push_buttons plan=False
4
+ [peract2-sweep] running task=bimanual_push_box plan=True
5
+ [peract2-sweep] running task=bimanual_lift_ball plan=True
6
+ [peract2-sweep] running task=bimanual_dual_push_buttons plan=True
7
+ {
8
+ "generated": [
9
+ "/workspace/reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/rollout_eval.json",
10
+ "/workspace/reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_plan_split/rollout_eval.json"
11
+ ]
12
+ }
reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/command.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ /workspace/envs/rlbench/bin/python -m eval.run_rlbench_rollout_eval --checkpoint /workspace/outputs/rlbench_true_baselines/rlbench_subset3_backbone_only_clip_100demo_fair_seed17/checkpoint_best.pt --output-dir /workspace/reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons --tasks bimanual_dual_push_buttons --episodes-per-task 25 --episode-length 25 --resolution 256 --device cuda --chunk-commit-steps 4 --arm-mode planning --delta-scale 1.0 --reset-retries 20 --headless
reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.json ADDED
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reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.md ADDED
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+ # RLBench Rollout Eval
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+
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+ - Checkpoint: `/workspace/outputs/rlbench_true_baselines/rlbench_subset3_backbone_only_clip_100demo_fair_seed17/checkpoint_best.pt`
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+ - Plan requested: `False`
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+ - Plan applied: `False`
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+ - Support-mode conditioning: `True`
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+ - Task conditioning: `True`
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+ - Geometry enabled: `True`
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+ - World-model mode: `checkpoint_default`
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+ - Mean success: `0.000`
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+
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+ ## Per-task
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+
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+ - `bimanual_dual_push_buttons`: mean_success=0.000, returns=[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/rollout_eval.partial.json ADDED
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reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/stderr.txt ADDED
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+ /workspace/VLAarchtests/code/reveal_vla_bimanual/models/multiview_fusion.py:65: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.norm_first was True
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+ self.cross_view_transformer = nn.TransformerEncoder(
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+ WARNING:root:not sure how _robot_shapes are used is used.
reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_dual_push_buttons/stdout.txt ADDED
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reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_lift_ball/command.txt ADDED
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+ /workspace/envs/rlbench/bin/python -m eval.run_rlbench_rollout_eval --checkpoint /workspace/outputs/rlbench_true_baselines/rlbench_subset3_backbone_only_clip_100demo_fair_seed17/checkpoint_best.pt --output-dir /workspace/reports/true_baseline_compare_subset3_v1/rlbench_subset3_backbone_only_clip_100demo_fair_seed17_noplan_split/bimanual_lift_ball --tasks bimanual_lift_ball --episodes-per-task 25 --episode-length 25 --resolution 256 --device cuda --chunk-commit-steps 4 --arm-mode planning --delta-scale 1.0 --reset-retries 20 --headless