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  1. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/AdjustToasterOvenTemperature/stats.json +4 -0
  2. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/AdjustWaterTemperature/stats.json +4 -0
  3. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseBlenderLid/stats.json +4 -0
  4. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseFridge/stats.json +4 -0
  5. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseToasterOvenDoor/stats.json +4 -0
  6. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CoffeeSetupMug/stats.json +4 -0
  7. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/NavigateKitchen/stats.json +4 -0
  8. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenCabinet/stats.json +4 -0
  9. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenDrawer/stats.json +4 -0
  10. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenElectricKettleLid/stats.json +4 -0
  11. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenStandMixerHead/stats.json +4 -0
  12. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceCabinetToCounter/stats.json +4 -0
  13. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceCounterToCabinet/stats.json +4 -0
  14. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceCounterToStove/stats.json +4 -0
  15. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceDrawerToCounter/stats.json +4 -0
  16. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceSinkToCounter/stats.json +4 -0
  17. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceToasterToCounter/stats.json +4 -0
  18. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/SlideDishwasherRack/stats.json +4 -0
  19. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffMicrowave/stats.json +4 -0
  20. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffSinkFaucet/stats.json +4 -0
  21. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffStove/stats.json +4 -0
  22. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnElectricKettle/stats.json +4 -0
  23. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnMicrowave/stats.json +4 -0
  24. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnSinkFaucet/stats.json +4 -0
  25. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnStove/stats.json +4 -0
  26. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnSinkSpout/stats.json +4 -0
  27. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/mgd_phase3_aux_fixed_0p5.yaml +31 -0
  28. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/resolved_config.yaml +34 -0
  29. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/selected_eval_config.yaml +34 -0
  30. loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/summary.txt +56 -0
  31. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CloseBlenderLid/stats.json +4 -0
  32. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CloseToasterOvenDoor/stats.json +4 -0
  33. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CoffeeSetupMug/stats.json +4 -0
  34. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/NavigateKitchen/stats.json +4 -0
  35. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenCabinet/stats.json +4 -0
  36. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenDrawer/stats.json +4 -0
  37. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenElectricKettleLid/stats.json +4 -0
  38. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceCabinetToCounter/stats.json +4 -0
  39. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceCounterToCabinet/stats.json +4 -0
  40. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceDrawerToCounter/stats.json +4 -0
  41. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceSinkToCounter/stats.json +4 -0
  42. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceToasterToCounter/stats.json +4 -0
  43. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOffStove/stats.json +4 -0
  44. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOnElectricKettle/stats.json +4 -0
  45. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOnMicrowave/stats.json +4 -0
  46. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnSinkSpout/stats.json +4 -0
  47. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/resolved_config.yaml +34 -0
  48. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/rkd_phase3_aux_fixed_0p5.yaml +31 -0
  49. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/selected_eval_config.yaml +34 -0
  50. loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/summary.txt +56 -0
loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/AdjustToasterOvenTemperature/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/AdjustWaterTemperature/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseBlenderLid/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseFridge/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CloseToasterOvenDoor/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/CoffeeSetupMug/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/NavigateKitchen/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenCabinet/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenDrawer/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenElectricKettleLid/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/OpenStandMixerHead/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceCabinetToCounter/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceCounterToCabinet/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceSinkToCounter/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/PickPlaceToasterToCounter/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/SlideDishwasherRack/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffMicrowave/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffSinkFaucet/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOffStove/stats.json ADDED
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+ {
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnElectricKettle/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnMicrowave/stats.json ADDED
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnSinkFaucet/stats.json ADDED
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+ {
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+ "num_episodes": 50,
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+ "success_rate": 0.62
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnOnStove/stats.json ADDED
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+ {
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/evals/pretrain/TurnSinkSpout/stats.json ADDED
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+ {
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loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/mgd_phase3_aux_fixed_0p5.yaml ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: mgd_phase3_aux_fixed_0p5
2
+ policy_type: groot_mgd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/mgd_token_mask_ratio_${sweep.mgd_token_mask_ratio}/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ mgd_token_mask_ratio:
9
+ - 0.3
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_mgd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ mgd_enabled: true
27
+ mgd_fm_loss_weight: 1.0
28
+ mgd_loss_weight: 0.5
29
+ mgd_token_mask_ratio: ${sweep.mgd_token_mask_ratio}
30
+ mgd_use_cosine_loss: true
31
+ mgd_use_mse_loss: false
loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/resolved_config.yaml ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: mgd_phase3_aux_fixed_0p5
2
+ policy_type: groot_mgd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/mgd_token_mask_ratio_0.3/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ mgd_token_mask_ratio:
9
+ - 0.3
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_mgd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ mgd_enabled: true
27
+ mgd_fm_loss_weight: 1.0
28
+ mgd_loss_weight: 0.5
29
+ mgd_token_mask_ratio: 0.3
30
+ mgd_use_cosine_loss: true
31
+ mgd_use_mse_loss: false
32
+ resolved_sweep:
33
+ loss_strategy: aux_fixed_0p5
34
+ mgd_token_mask_ratio: 0.3
loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/selected_eval_config.yaml ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: mgd_phase3_aux_fixed_0p5
2
+ policy_type: groot_mgd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/MGD_Processing_line_Only/mgd_token_mask_ratio_0.3/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ mgd_token_mask_ratio:
9
+ - 0.3
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_mgd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ mgd_enabled: true
27
+ mgd_fm_loss_weight: 1.0
28
+ mgd_loss_weight: 0.5
29
+ mgd_token_mask_ratio: 0.3
30
+ mgd_use_cosine_loss: true
31
+ mgd_use_mse_loss: false
32
+ resolved_sweep:
33
+ loss_strategy: aux_fixed_0p5
34
+ mgd_token_mask_ratio: 0.3
loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/summary.txt ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Eval metadata
2
+ - total_eval_time: 3h 13m 46s (11625.87s)
3
+ - model_path: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3
4
+ - checkpoint_name: phase3
5
+ - checkpoint_parent: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3
6
+ - video_dir: /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3
7
+ - task_set: my_atomic26
8
+ - split: pretrain
9
+ - n_envs: 10
10
+ - n_episodes: 50
11
+ - seed: 42
12
+ - command: clvla/benchmarks/robocasa_v2/my_scripts/run_eval.py --model_path /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3 --video_dir /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3 --task_set my_atomic26 --split pretrain --n_envs 10 --n_episodes 50 --port 4179 --seed 42
13
+ - config_yaml_candidates:
14
+ - /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/mgd_phase3_aux_fixed_0p5.yaml
15
+ - /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/resolved_config.yaml
16
+ - selected_config_yaml: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/resolved_config.yaml
17
+ - copied_config_yamls:
18
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/mgd_phase3_aux_fixed_0p5.yaml
19
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/resolved_config.yaml
20
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/mgd/loss_strategy_aux_fixed_0p5__mgd_token_mask_ratio_0.3/phase3/selected_eval_config.yaml
21
+
22
+ Stats for task group: MY_ATOMIC26
23
+ CloseBlenderLid: 2 | None
24
+ CloseFridge: 90 | None
25
+ CloseToasterOvenDoor: 80 | None
26
+ CoffeeSetupMug: 44 | None
27
+ NavigateKitchen: 40 | None
28
+ OpenCabinet: 50 | None
29
+ OpenDrawer: 44 | None
30
+ OpenStandMixerHead: 92 | None
31
+ PickPlaceCounterToCabinet: 60 | None
32
+ PickPlaceCounterToStove: 44 | None
33
+ PickPlaceDrawerToCounter: 38 | None
34
+ PickPlaceSinkToCounter: 68 | None
35
+ PickPlaceToasterToCounter: 88 | None
36
+ PickPlaceCabinetToCounter: 46 | None
37
+ TurnOnElectricKettle: 76 | None
38
+ TurnOnMicrowave: 26 | None
39
+ TurnOffMicrowave: 28 | None
40
+ OpenElectricKettleLid: 62 | None
41
+ SlideDishwasherRack: 72 | None
42
+ TurnOnSinkFaucet: 62 | None
43
+ TurnSinkSpout: 90 | None
44
+ TurnOffSinkFaucet: 86 | None
45
+ AdjustWaterTemperature: 52 | None
46
+ TurnOffStove: 28 | None
47
+ TurnOnStove: 38 | None
48
+ AdjustToasterOvenTemperature: 26 | None
49
+ AVG: 55.1 | nan
50
+
51
+ Eval completeness check
52
+ - split: pretrain
53
+ - expected tasks: 26
54
+ - completed tasks: 26/26
55
+ - expected episodes per task: 50
56
+ CHECK PASSED
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CloseBlenderLid/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.06
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CloseToasterOvenDoor/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.74
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/CoffeeSetupMug/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.46
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/NavigateKitchen/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.34
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenCabinet/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.5
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenDrawer/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.54
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/OpenElectricKettleLid/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.58
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceCabinetToCounter/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.4
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceCounterToCabinet/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.5
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceDrawerToCounter/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.34
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceSinkToCounter/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.66
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/PickPlaceToasterToCounter/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.84
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOffStove/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.3
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOnElectricKettle/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.62
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnOnMicrowave/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.34
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/evals/pretrain/TurnSinkSpout/stats.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "num_episodes": 50,
3
+ "success_rate": 0.86
4
+ }
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/resolved_config.yaml ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: rkd_phase3_aux_fixed_0p5
2
+ policy_type: groot_rkd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/RKD_Processing_line_Only/rkd_temp_0.1/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ rkd_temp:
9
+ - 0.1
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_rkd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ rkd_enabled: true
27
+ rkd_fm_loss_weight: 1.0
28
+ rkd_loss_weight: 0.5
29
+ rkd_action_temp: 0.1
30
+ rkd_vlm_temp: 0.1
31
+ rkd_relation_mode: token_pair_mean
32
+ resolved_sweep:
33
+ loss_strategy: aux_fixed_0p5
34
+ rkd_temp: 0.1
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/rkd_phase3_aux_fixed_0p5.yaml ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: rkd_phase3_aux_fixed_0p5
2
+ policy_type: groot_rkd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/RKD_Processing_line_Only/rkd_temp_${sweep.rkd_temp}/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ rkd_temp:
9
+ - 0.1
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_rkd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ rkd_enabled: true
27
+ rkd_fm_loss_weight: 1.0
28
+ rkd_loss_weight: 0.5
29
+ rkd_action_temp: ${sweep.rkd_temp}
30
+ rkd_vlm_temp: ${sweep.rkd_temp}
31
+ rkd_relation_mode: token_pair_mean
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/selected_eval_config.yaml ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ experiment_name: rkd_phase3_aux_fixed_0p5
2
+ policy_type: groot_rkd
3
+ base_model_path: ${HOME}/groot_robocasa/robocasa_v2/RKD_Processing_line_Only/rkd_temp_0.1/phase2
4
+ output_root: ${HOME}/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd
5
+ sweep:
6
+ loss_strategy:
7
+ - aux_fixed_0p5
8
+ rkd_temp:
9
+ - 0.1
10
+ dataset:
11
+ dataset_soup: my_atomic26_human
12
+ training:
13
+ num_gpus: 2
14
+ batch_size: 64
15
+ model: null
16
+ phases:
17
+ - name: phase3_fm_rkd_fixed_0p5
18
+ max_steps: 30000
19
+ save_steps: 0
20
+ trainable:
21
+ tune_llm: false
22
+ tune_visual: false
23
+ tune_projector: true
24
+ tune_diffusion_model: true
25
+ losses:
26
+ rkd_enabled: true
27
+ rkd_fm_loss_weight: 1.0
28
+ rkd_loss_weight: 0.5
29
+ rkd_action_temp: 0.1
30
+ rkd_vlm_temp: 0.1
31
+ rkd_relation_mode: token_pair_mean
32
+ resolved_sweep:
33
+ loss_strategy: aux_fixed_0p5
34
+ rkd_temp: 0.1
loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/summary.txt ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Eval metadata
2
+ - total_eval_time: 2h 34m 33s (9272.66s)
3
+ - model_path: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3
4
+ - checkpoint_name: phase3
5
+ - checkpoint_parent: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1
6
+ - video_dir: /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3
7
+ - task_set: my_atomic26
8
+ - split: pretrain
9
+ - n_envs: 10
10
+ - n_episodes: 50
11
+ - seed: 42
12
+ - command: clvla/benchmarks/robocasa_v2/my_scripts/run_eval.py --model_path /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3 --video_dir /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3 --task_set my_atomic26 --split pretrain --n_envs 10 --n_episodes 50 --port 6809 --seed 42
13
+ - config_yaml_candidates:
14
+ - /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/resolved_config.yaml
15
+ - /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/rkd_phase3_aux_fixed_0p5.yaml
16
+ - selected_config_yaml: /home/seonho/groot_robocasa/robocasa_v2/processing_line_only/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/resolved_config.yaml
17
+ - copied_config_yamls:
18
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/resolved_config.yaml
19
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/rkd_phase3_aux_fixed_0p5.yaml
20
+ - /home/seonho/groot_robocasa/Experiments/loss_strategy_ablation/rkd/loss_strategy_aux_fixed_0p5__rkd_temp_0.1/phase3/selected_eval_config.yaml
21
+
22
+ Stats for task group: MY_ATOMIC26
23
+ CloseBlenderLid: 6 | None
24
+ CloseFridge: 88 | None
25
+ CloseToasterOvenDoor: 74 | None
26
+ CoffeeSetupMug: 46 | None
27
+ NavigateKitchen: 34 | None
28
+ OpenCabinet: 50 | None
29
+ OpenDrawer: 54 | None
30
+ OpenStandMixerHead: 84 | None
31
+ PickPlaceCounterToCabinet: 50 | None
32
+ PickPlaceCounterToStove: 54 | None
33
+ PickPlaceDrawerToCounter: 34 | None
34
+ PickPlaceSinkToCounter: 66 | None
35
+ PickPlaceToasterToCounter: 84 | None
36
+ PickPlaceCabinetToCounter: 40 | None
37
+ TurnOnElectricKettle: 62 | None
38
+ TurnOnMicrowave: 34 | None
39
+ TurnOffMicrowave: 32 | None
40
+ OpenElectricKettleLid: 58 | None
41
+ SlideDishwasherRack: 70 | None
42
+ TurnOnSinkFaucet: 68 | None
43
+ TurnSinkSpout: 86 | None
44
+ TurnOffSinkFaucet: 94 | None
45
+ AdjustWaterTemperature: 48 | None
46
+ TurnOffStove: 30 | None
47
+ TurnOnStove: 38 | None
48
+ AdjustToasterOvenTemperature: 34 | None
49
+ AVG: 54.5 | nan
50
+
51
+ Eval completeness check
52
+ - split: pretrain
53
+ - expected tasks: 26
54
+ - completed tasks: 26/26
55
+ - expected episodes per task: 50
56
+ CHECK PASSED