Initial commit
Browse files- .gitattributes +2 -0
- debug-internal.log +13 -0
- debug.log +23 -0
- run-20260125_043035-g0u01bsh/files/config.yaml +353 -0
- run-20260125_043035-g0u01bsh/files/output.log +3 -0
- run-20260125_043035-g0u01bsh/files/requirements.txt +426 -0
- run-20260125_043035-g0u01bsh/files/wandb-metadata.json +56 -0
- run-20260125_043035-g0u01bsh/files/wandb-summary.json +1 -0
- run-20260125_043035-g0u01bsh/logs/debug-core.log +15 -0
- run-20260125_043035-g0u01bsh/logs/debug-internal.log +13 -0
- run-20260125_043035-g0u01bsh/logs/debug.log +23 -0
- run-20260125_043035-g0u01bsh/run-g0u01bsh.wandb +3 -0
.gitattributes
CHANGED
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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run-20260125_043035-g0u01bsh/files/output.log filter=lfs diff=lfs merge=lfs -text
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run-20260125_043035-g0u01bsh/run-g0u01bsh.wandb filter=lfs diff=lfs merge=lfs -text
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debug-internal.log
ADDED
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debug.log
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Current SDK version is 0.21.4
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Configure stats pid to 1165115
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Loading settings from /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/.config/wandb/settings
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Loading settings from /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/wandb/settings
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Loading settings from environment variables
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_init.py:setup_run_log_directory():686] Logging user logs to /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN/wandb/run-20260125_043035-g0u01bsh/logs/debug.log
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_init.py:setup_run_log_directory():687] Logging internal logs to /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN/wandb/run-20260125_043035-g0u01bsh/logs/debug-internal.log
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_init.py:init():813] calling init triggers
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_init.py:init():818] wandb.init called with sweep_config: {}
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config: {'dataset': {'repo_id': 'ducido/calvin_task_D_D_scale_100_lerobo_format', 'root': '/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/ALOHA/aloha_3_tasks_large_100_original_synthetic_high_view', 'episodes': None, 'image_transforms': {'enable': True, 'max_num_transforms': 3, 'random_order': False, 'image_tfs': {'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}, 'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}, 'crop_resize': {'weight': 1.0, 'type': 'RandomResizedCrop', 'kwargs': {'size': [256, 256], 'ratio': [1, 1], 'scale': [0.9, 0.95]}}, 'rotate': {'weight': 1.0, 'type': 'RandomRotate', 'kwargs': {'degrees': [-5, 5]}}}, 'wrist_tfs': {'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'crop_resize': {'weight': 1.0, 'type': 'RandomResizedCrop', 'kwargs': {'size': [256, 256], 'ratio': [1, 1], 'scale': [0.9, 0.95]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}, 'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}}}, 'revision': None, 'use_imagenet_stats': True, 'video_backend': 'torchcodec', 'vqa_data_path': None}, 'env': None, 'policy': {'type': 'pi0', 'n_obs_steps': 1, 'normalization_mapping': {'VISUAL': <NormalizationMode.IDENTITY: 'IDENTITY'>, 'STATE': <NormalizationMode.MEAN_STD: 'MEAN_STD'>, 'ACTION': <NormalizationMode.MEAN_STD: 'MEAN_STD'>}, 'input_features': {}, 'output_features': {}, 'device': 'cuda', 'use_amp': False, 'gradient_accumulation_steps': 2, 'chunk_size': 50, 'n_action_steps': 50, 'visual_prompt': False, 'use_both_origin': False, 'zero_init': False, 'coordinate_text_prod': False, 'coordinate_posEmbed_prod': False, 'posEmbed_to_preTrained': False, 'num_obs_layers': 30, 'last_obs_layers': False, 'add_posEmbed': False, 'not_used_coord': False, 'use_depth': False, 'depth_model_type': 'frozen_siglip', 'use_track': False, 'use_detect_object': False, 'track_mask': False, 'use_slot_att': 'none', 'future_obj': 'none', 'original_pi0': False, 'max_state_dim': 32, 'max_action_dim': 32, 'resize_imgs_with_padding': [224, 224], 'empty_cameras': 0, 'adapt_to_pi_aloha': False, 'use_delta_joint_actions_aloha': False, 'tokenizer_max_length': 48, 'proj_width': 1024, 'num_steps': 10, 'use_cache': True, 'attention_implementation': 'eager', 'freeze_vision_encoder': True, 'train_expert_only': False, 'train_state_proj': True, 'optimizer_lr': 0.0001, 'optimizer_betas': [0.9, 0.95], 'optimizer_eps': 1e-08, 'optimizer_weight_decay': 1e-10, 'scheduler_warmup_steps': 1000, 'scheduler_decay_steps': 240000, 'scheduler_decay_lr': 2.5e-06}, 'output_dir': '/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN', 'job_name': 'aloha_100%_merged_synthetic_high_view_PRETRAIN', 'visual_prompt': False, 'use_both_origin': False, 'zero_init': False, 'coordinate_text_prod': False, 'coordinate_posEmbed_prod': False, 'posEmbed_to_preTrained': False, 'num_obs_layers': 30, 'last_obs_layers': False, 'add_posEmbed': False, 'not_used_coord': False, 'train_expert_only': False, 'use_depth': False, 'use_track': True, 'use_detect_object': False, 'track_mask': False, 'use_slot_att': 'none', 'future_obj': 'all', 'depth_model_type': 'frozen_siglip', 'original_pi0': False, 'resume': False, 'seed': 42, 'num_workers': 8, 'batch_size': 13, 'steps': 100000, 'eval_freq': 20000, 'log_freq': 200, 'save_checkpoint': True, 'save_freq': 10000, 'use_policy_training_preset': True, 'optimizer': {'type': 'adamw', 'lr': 0.0001, 'weight_decay': 1e-10, 'grad_clip_norm': 10.0, 'betas': [0.9, 0.95], 'eps': 1e-08}, 'scheduler': {'type': 'cosine_decay_with_warmup', 'num_warmup_steps': 1000, 'num_decay_steps': 240000, 'peak_lr': 0.0001, 'decay_lr': 2.5e-06}, 'eval': {'n_episodes': 50, 'batch_size': 50, 'use_async_envs': False}, 'wandb': {'enable': True, 'disable_artifact': True, 'project': 'pi0_lerobot', 'entity': 'Robotics_VLA', 'notes': None, 'run_id': None, 'mode': 'online'}, '_wandb': {}}
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| 11 |
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2026-01-25 04:30:35,122 INFO MainThread:1165115 [wandb_init.py:init():854] starting backend
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2026-01-25 04:30:35,327 INFO MainThread:1165115 [wandb_init.py:init():857] sending inform_init request
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2026-01-25 04:30:35,332 INFO MainThread:1165115 [wandb_init.py:init():865] backend started and connected
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2026-01-25 04:30:35,334 INFO MainThread:1165115 [wandb_init.py:init():936] updated telemetry
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2026-01-25 04:30:35,344 INFO MainThread:1165115 [wandb_init.py:init():960] communicating run to backend with 90.0 second timeout
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| 16 |
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2026-01-25 04:30:35,923 INFO MainThread:1165115 [wandb_init.py:init():1011] starting run threads in backend
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2026-01-25 04:30:36,126 INFO MainThread:1165115 [wandb_run.py:_console_start():2506] atexit reg
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2026-01-25 04:30:36,127 INFO MainThread:1165115 [wandb_run.py:_redirect():2354] redirect: wrap_raw
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2026-01-25 04:30:36,127 INFO MainThread:1165115 [wandb_run.py:_redirect():2423] Wrapping output streams.
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2026-01-25 04:30:36,127 INFO MainThread:1165115 [wandb_run.py:_redirect():2446] Redirects installed.
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2026-01-25 04:30:36,129 INFO MainThread:1165115 [wandb_init.py:init():1049] run started, returning control to user process
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2026-01-26 03:42:47,248 INFO wandb-AsyncioManager-main:1165115 [service_client.py:_forward_responses():84] Reached EOF.
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| 23 |
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2026-01-26 03:42:47,248 INFO wandb-AsyncioManager-main:1165115 [mailbox.py:close():137] Closing mailbox, abandoning 1 handles.
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run-20260125_043035-g0u01bsh/files/config.yaml
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xfmd715jagdfpknw5q3bwhtgeese05na:
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|
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- --output_dir=/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN
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total: "10737418240"
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used: "788828160"
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email: ducido.w@gmail.com
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executable: /usr/bin/python
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git:
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commit: f32c82f37b2b6f59a8b2c1e8367d7d70b203e23b
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program: /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/lerobot/scripts/train_accelerate.py
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python: CPython 3.10.12
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root: /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN
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root: /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/ALOHA/aloha_3_tasks_large_100_original_synthetic_high_view
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video_backend: torchcodec
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lr: 0.0001
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type: adamw
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weight_decay: 1e-10
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value: false
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value: /pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN
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policy:
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value:
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adapt_to_pi_aloha: false
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add_posEmbed: false
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attention_implementation: eager
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chunk_size: 50
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coordinate_posEmbed_prod: false
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coordinate_text_prod: false
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depth_model_type: frozen_siglip
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device: cuda
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empty_cameras: 0
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freeze_vision_encoder: true
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future_obj: none
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gradient_accumulation_steps: 2
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last_obs_layers: false
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max_action_dim: 32
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max_state_dim: 32
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n_action_steps: 50
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n_obs_steps: 1
|
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normalization_mapping:
|
| 270 |
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ACTION: MEAN_STD
|
| 271 |
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STATE: MEAN_STD
|
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VISUAL: IDENTITY
|
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not_used_coord: false
|
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num_obs_layers: 30
|
| 275 |
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num_steps: 10
|
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optimizer_betas:
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optimizer_eps: 1e-08
|
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optimizer_lr: 0.0001
|
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optimizer_weight_decay: 1e-10
|
| 282 |
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original_pi0: false
|
| 283 |
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posEmbed_to_preTrained: false
|
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proj_width: 1024
|
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resize_imgs_with_padding:
|
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|
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scheduler_decay_lr: 2.5e-06
|
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scheduler_decay_steps: 240000
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scheduler_warmup_steps: 1000
|
| 291 |
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tokenizer_max_length: 48
|
| 292 |
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track_mask: false
|
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| 294 |
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train_state_proj: true
|
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type: pi0
|
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|
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
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| 308 |
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|
| 311 |
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|
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|
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type: cosine_decay_with_warmup
|
| 321 |
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| 333 |
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|
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| 335 |
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|
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|
| 343 |
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|
| 344 |
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value:
|
| 345 |
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disable_artifact: true
|
| 346 |
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enable: true
|
| 347 |
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entity: Robotics_VLA
|
| 348 |
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mode: online
|
| 349 |
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notes: null
|
| 350 |
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project: pi0_lerobot
|
| 351 |
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run_id: null
|
| 352 |
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zero_init:
|
| 353 |
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value: false
|
run-20260125_043035-g0u01bsh/files/output.log
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run-20260125_043035-g0u01bsh/files/requirements.txt
ADDED
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@@ -0,0 +1,426 @@
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|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
determined==0.35.0
|
| 2 |
+
nvidia-ml-py==13.590.44
|
| 3 |
+
wcwidth==0.2.14
|
| 4 |
+
psutil==7.2.1
|
| 5 |
+
blessed==1.25.0
|
| 6 |
+
gpustat==1.1.1
|
| 7 |
+
h5py==3.15.1
|
| 8 |
+
decord==0.6.0
|
| 9 |
+
flash_attn==2.5.8
|
| 10 |
+
timm==1.0.24
|
| 11 |
+
slot_attention==1.4.0
|
| 12 |
+
peft==0.18.1
|
| 13 |
+
quadprog==0.1.13
|
| 14 |
+
qpsolvers==4.8.2
|
| 15 |
+
mink==0.0.5
|
| 16 |
+
hidapi==0.15.0
|
| 17 |
+
pygame==2.6.1
|
| 18 |
+
protobuf==3.19.6
|
| 19 |
+
numpy==1.23.3
|
| 20 |
+
lxml==6.0.2
|
| 21 |
+
llvmlite==0.39.1
|
| 22 |
+
numba==0.56.4
|
| 23 |
+
tianshou==0.4.10
|
| 24 |
+
robocasa==0.2.0
|
| 25 |
+
mujoco==3.2.6
|
| 26 |
+
PyOpenGL==3.1.4
|
| 27 |
+
opencv-python==4.8.0.74
|
| 28 |
+
bddl==3.6.0
|
| 29 |
+
docstring_parser==0.17.0
|
| 30 |
+
easydict==1.13
|
| 31 |
+
etils==1.13.0
|
| 32 |
+
glfw==2.10.0
|
| 33 |
+
gym==0.26.2
|
| 34 |
+
gym-notices==0.1.0
|
| 35 |
+
importlib_resources==6.5.2
|
| 36 |
+
mujoco==3.4.0
|
| 37 |
+
nltk==3.9.2
|
| 38 |
+
numpy==1.26.4
|
| 39 |
+
robosuite==1.4.0
|
| 40 |
+
typeguard==4.4.4
|
| 41 |
+
tyro==1.0.3
|
| 42 |
+
datasets==3.0.0
|
| 43 |
+
deepspeed==0.14.4
|
| 44 |
+
dill==0.3.8
|
| 45 |
+
iso8601==2.1.0
|
| 46 |
+
nvitop==1.6.1
|
| 47 |
+
python-dotenv==1.2.1
|
| 48 |
+
serial==0.0.97
|
| 49 |
+
tokenizers==0.21.4
|
| 50 |
+
transformers==4.48.1
|
| 51 |
+
Farama-Notifications==0.0.4
|
| 52 |
+
accelerate==1.12.0
|
| 53 |
+
av==15.1.0
|
| 54 |
+
cmake==4.1.3
|
| 55 |
+
deepdiff==8.6.1
|
| 56 |
+
diffusers==0.35.2
|
| 57 |
+
draccus==0.10.0
|
| 58 |
+
einops==0.8.1
|
| 59 |
+
evdev==1.9.2
|
| 60 |
+
gymnasium==1.2.3
|
| 61 |
+
hf_transfer==0.1.9
|
| 62 |
+
hf-xet==1.2.0
|
| 63 |
+
huggingface-hub==0.35.3
|
| 64 |
+
ImageIO==2.37.2
|
| 65 |
+
imageio-ffmpeg==0.6.0
|
| 66 |
+
inquirerpy==0.3.4
|
| 67 |
+
jsonlines==4.0.0
|
| 68 |
+
lerobot==0.4.3
|
| 69 |
+
mergedeep==1.3.4
|
| 70 |
+
multiprocess==0.70.16
|
| 71 |
+
mypy_extensions==1.1.0
|
| 72 |
+
nvidia-cublas-cu12==12.6.4.1
|
| 73 |
+
nvidia-cuda-cupti-cu12==12.6.80
|
| 74 |
+
nvidia-cuda-nvrtc-cu12==12.6.77
|
| 75 |
+
nvidia-cuda-runtime-cu12==12.6.77
|
| 76 |
+
nvidia-cudnn-cu12==9.5.1.17
|
| 77 |
+
nvidia-cufft-cu12==11.3.0.4
|
| 78 |
+
nvidia-cufile-cu12==1.11.1.6
|
| 79 |
+
nvidia-curand-cu12==10.3.7.77
|
| 80 |
+
nvidia-cusolver-cu12==11.7.1.2
|
| 81 |
+
nvidia-cusparse-cu12==12.5.4.2
|
| 82 |
+
nvidia-cusparselt-cu12==0.6.3
|
| 83 |
+
nvidia-nccl-cu12==2.26.2
|
| 84 |
+
nvidia-nvjitlink-cu12==12.6.85
|
| 85 |
+
nvidia-nvtx-cu12==12.6.77
|
| 86 |
+
opencv-python-headless==4.12.0.88
|
| 87 |
+
orderly-set==5.5.0
|
| 88 |
+
packaging==25.0
|
| 89 |
+
pfzy==0.3.4
|
| 90 |
+
pyarrow==22.0.0
|
| 91 |
+
pynput==1.8.1
|
| 92 |
+
pyserial==3.5
|
| 93 |
+
python-xlib==0.33
|
| 94 |
+
pyyaml-include==1.4.1
|
| 95 |
+
requests==2.32.5
|
| 96 |
+
rerun-sdk==0.26.2
|
| 97 |
+
safetensors==0.7.0
|
| 98 |
+
sentry-sdk==2.48.0
|
| 99 |
+
setuptools==80.9.0
|
| 100 |
+
sympy==1.14.0
|
| 101 |
+
torch==2.7.1
|
| 102 |
+
torchcodec==0.5
|
| 103 |
+
torchvision==0.22.1
|
| 104 |
+
tqdm==4.67.1
|
| 105 |
+
triton==3.3.1
|
| 106 |
+
typing-inspect==0.9.0
|
| 107 |
+
wandb==0.21.4
|
| 108 |
+
xxhash==3.6.0
|
| 109 |
+
pip==25.3
|
| 110 |
+
hjson==3.1.0
|
| 111 |
+
py-cpuinfo==9.0.0
|
| 112 |
+
pydantic==1.10.11
|
| 113 |
+
anyio==4.11.0
|
| 114 |
+
arrow==1.4.0
|
| 115 |
+
async-lru==2.0.5
|
| 116 |
+
babel==2.17.0
|
| 117 |
+
fqdn==1.5.1
|
| 118 |
+
ipywidgets==8.1.8
|
| 119 |
+
isoduration==20.11.0
|
| 120 |
+
jsonpointer==3.0.0
|
| 121 |
+
jupyter-archive==3.4.0
|
| 122 |
+
jupyter-events==0.12.0
|
| 123 |
+
jupyter-lsp==2.3.0
|
| 124 |
+
jupyter_server==2.17.0
|
| 125 |
+
jupyter_server_terminals==0.5.3
|
| 126 |
+
jupyterlab==4.0.13
|
| 127 |
+
jupyterlab_server==2.28.0
|
| 128 |
+
jupyterlab_widgets==3.0.16
|
| 129 |
+
notebook==7.0.8
|
| 130 |
+
notebook_shim==0.2.4
|
| 131 |
+
overrides==7.7.0
|
| 132 |
+
python-json-logger==4.0.0
|
| 133 |
+
rfc3339-validator==0.1.4
|
| 134 |
+
rfc3986-validator==0.1.1
|
| 135 |
+
sniffio==1.3.1
|
| 136 |
+
tzdata==2025.2
|
| 137 |
+
uri-template==1.3.0
|
| 138 |
+
webcolors==25.10.0
|
| 139 |
+
websocket-client==1.9.0
|
| 140 |
+
widgetsnbextension==4.0.15
|
| 141 |
+
Keras-Preprocessing==1.1.2
|
| 142 |
+
Pillow==9.5.0
|
| 143 |
+
attrdict3==2.0.2
|
| 144 |
+
future==1.0.0
|
| 145 |
+
nvidia-ml-py==13.580.82
|
| 146 |
+
petname==2.6
|
| 147 |
+
promise==2.3
|
| 148 |
+
protobuf==3.20.3
|
| 149 |
+
tensorflow-datasets==1.3.2
|
| 150 |
+
tensorflow-metadata==1.16.1
|
| 151 |
+
torch-tb-profiler==0.4.3
|
| 152 |
+
wrapt==2.0.0
|
| 153 |
+
analytics-python==1.4.post1
|
| 154 |
+
appdirs==1.4.4
|
| 155 |
+
argcomplete==3.6.3
|
| 156 |
+
azure-core==1.36.0
|
| 157 |
+
azure-storage-blob==12.27.1
|
| 158 |
+
backoff==1.10.0
|
| 159 |
+
bcrypt==5.0.0
|
| 160 |
+
boto3==1.40.67
|
| 161 |
+
botocore==1.40.67
|
| 162 |
+
cffi==2.0.0
|
| 163 |
+
cryptography==46.0.3
|
| 164 |
+
docker==7.1.0
|
| 165 |
+
gitdb==4.0.12
|
| 166 |
+
GitPython==3.1.45
|
| 167 |
+
google-api-core==2.28.1
|
| 168 |
+
google-api-python-client==2.187.0
|
| 169 |
+
google-auth-httplib2==0.2.1
|
| 170 |
+
google-cloud-core==2.5.0
|
| 171 |
+
google-cloud-storage==3.5.0
|
| 172 |
+
google-crc32c==1.7.1
|
| 173 |
+
google-resumable-media==2.7.2
|
| 174 |
+
googleapis-common-protos==1.71.0
|
| 175 |
+
httplib2==0.31.0
|
| 176 |
+
invoke==2.2.1
|
| 177 |
+
isodate==0.7.2
|
| 178 |
+
jmespath==1.0.1
|
| 179 |
+
lomond==0.3.3
|
| 180 |
+
monotonic==1.6
|
| 181 |
+
paramiko==4.0.0
|
| 182 |
+
pathspec==0.12.1
|
| 183 |
+
proto-plus==1.26.1
|
| 184 |
+
PyNaCl==1.6.0
|
| 185 |
+
pyOpenSSL==25.3.0
|
| 186 |
+
ruamel.yaml==0.18.16
|
| 187 |
+
ruamel.yaml.clib==0.2.14
|
| 188 |
+
s3transfer==0.14.0
|
| 189 |
+
smmap==5.0.2
|
| 190 |
+
termcolor==3.2.0
|
| 191 |
+
typing_extensions==4.15.0
|
| 192 |
+
uritemplate==4.2.0
|
| 193 |
+
transformer-engine==1.4.0+0fbc76a
|
| 194 |
+
flash-attn==2.4.2
|
| 195 |
+
torch-tensorrt==2.3.0a0
|
| 196 |
+
nvidia-pyindex==1.0.9
|
| 197 |
+
polygraphy==0.49.7
|
| 198 |
+
prettytable==3.10.0
|
| 199 |
+
pytorch-quantization==2.1.2
|
| 200 |
+
sphinx_glpi_theme==0.6
|
| 201 |
+
graphsurgeon==0.4.6
|
| 202 |
+
tensorrt==8.6.3
|
| 203 |
+
uff==0.6.9
|
| 204 |
+
aiohttp==3.9.3
|
| 205 |
+
aiosignal==1.3.1
|
| 206 |
+
async-timeout==4.0.3
|
| 207 |
+
cloudpickle==3.0.0
|
| 208 |
+
cuda-python==12.4.0rc7+3.ge75c8a9.dirty
|
| 209 |
+
cudf==24.2.0
|
| 210 |
+
cugraph==24.2.0
|
| 211 |
+
cugraph-dgl==24.2.0
|
| 212 |
+
cugraph-service-client==24.2.0
|
| 213 |
+
cugraph-service-server==24.2.0
|
| 214 |
+
cuml==24.2.0
|
| 215 |
+
cupy-cuda12x==13.0.0
|
| 216 |
+
dask==2024.1.1
|
| 217 |
+
dask-cuda==24.2.0
|
| 218 |
+
dask-cudf==24.2.0
|
| 219 |
+
distributed==2024.1.1
|
| 220 |
+
fastrlock==0.8.2
|
| 221 |
+
frozenlist==1.4.1
|
| 222 |
+
importlib_metadata==7.0.2
|
| 223 |
+
locket==1.0.0
|
| 224 |
+
multidict==6.0.5
|
| 225 |
+
networkx==2.6.3
|
| 226 |
+
numba==0.59.0+1.g20ae2b56c
|
| 227 |
+
nvtx==0.2.5
|
| 228 |
+
pandas==1.5.3
|
| 229 |
+
partd==1.4.1
|
| 230 |
+
ply==3.11
|
| 231 |
+
psutil==5.9.4
|
| 232 |
+
pylibcugraph==24.2.0
|
| 233 |
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pylibcugraphops==24.2.0
|
| 234 |
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pylibraft==24.2.0
|
| 235 |
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pynvjitlink==0.1.13
|
| 236 |
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pynvml==11.4.1
|
| 237 |
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pytz==2024.1
|
| 238 |
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raft-dask==24.2.0
|
| 239 |
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rapids-dask-dependency==24.2.0a0
|
| 240 |
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rich==13.7.1
|
| 241 |
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rmm==24.2.0
|
| 242 |
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scikit-learn==1.2.0
|
| 243 |
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scipy==1.12.0
|
| 244 |
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tblib==3.0.0
|
| 245 |
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thriftpy2==0.4.17
|
| 246 |
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toolz==0.12.1
|
| 247 |
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treelite==4.0.0
|
| 248 |
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ucx-py==0.36.0
|
| 249 |
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urllib3==1.26.18
|
| 250 |
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xgboost==2.0.3
|
| 251 |
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yarl==1.9.4
|
| 252 |
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zict==3.0.0
|
| 253 |
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zipp==3.17.0
|
| 254 |
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tabulate==0.9.0
|
| 255 |
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igraph==0.11.4
|
| 256 |
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lightning-thunder==0.0.0.dev0
|
| 257 |
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lightning-utilities==0.10.1
|
| 258 |
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looseversion==1.3.0
|
| 259 |
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opt-einsum==3.3.0
|
| 260 |
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texttable==1.7.0
|
| 261 |
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apex==0.1
|
| 262 |
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cudnn==1.1.2
|
| 263 |
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ninja==1.11.1.1
|
| 264 |
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onnx==1.15.0rc2
|
| 265 |
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pybind11-global==2.11.1
|
| 266 |
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torchdata==0.7.1a0
|
| 267 |
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torchtext==0.17.0a0
|
| 268 |
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contourpy==1.2.0
|
| 269 |
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cycler==0.12.1
|
| 270 |
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fonttools==4.49.0
|
| 271 |
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kiwisolver==1.4.5
|
| 272 |
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matplotlib==3.8.3
|
| 273 |
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pycocotools==2.0+nv0.8.0
|
| 274 |
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pyparsing==3.1.2
|
| 275 |
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dm-tree==0.1.8
|
| 276 |
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gast==0.5.4
|
| 277 |
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nvidia-dali-cuda120==1.35.0
|
| 278 |
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pytorch-triton==2.2.0+e28a256d7
|
| 279 |
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lark==1.1.9
|
| 280 |
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optree==0.10.0
|
| 281 |
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types-dataclasses==0.6.6
|
| 282 |
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filelock==3.13.1
|
| 283 |
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fsspec==2024.2.0
|
| 284 |
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mpmath==1.3.0
|
| 285 |
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opencv==4.7.0
|
| 286 |
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jupyter-tensorboard==0.2.0
|
| 287 |
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jupytext==1.16.1
|
| 288 |
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markdown-it-py==3.0.0
|
| 289 |
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mdit-py-plugins==0.4.0
|
| 290 |
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mdurl==0.1.2
|
| 291 |
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toml==0.10.2
|
| 292 |
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Markdown==3.5.2
|
| 293 |
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Send2Trash==1.8.2
|
| 294 |
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absl-py==2.1.0
|
| 295 |
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argon2-cffi==23.1.0
|
| 296 |
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argon2-cffi-bindings==21.2.0
|
| 297 |
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asttokens==2.4.1
|
| 298 |
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beautifulsoup4==4.12.3
|
| 299 |
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bleach==6.1.0
|
| 300 |
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cachetools==5.3.3
|
| 301 |
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comm==0.2.1
|
| 302 |
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debugpy==1.8.1
|
| 303 |
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defusedxml==0.7.1
|
| 304 |
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executing==2.0.1
|
| 305 |
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fastjsonschema==2.19.1
|
| 306 |
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google-auth==2.28.2
|
| 307 |
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google-auth-oauthlib==0.4.6
|
| 308 |
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grpcio==1.62.1
|
| 309 |
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ipykernel==6.29.3
|
| 310 |
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ipython==8.21.0
|
| 311 |
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ipython-genutils==0.2.0
|
| 312 |
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jedi==0.19.1
|
| 313 |
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json5==0.9.22
|
| 314 |
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jsonschema==4.21.1
|
| 315 |
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jsonschema-specifications==2023.12.1
|
| 316 |
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jupyter_client==8.6.0
|
| 317 |
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jupyter_core==5.7.1
|
| 318 |
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jupyterlab_pygments==0.3.0
|
| 319 |
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matplotlib-inline==0.1.6
|
| 320 |
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mistune==3.0.2
|
| 321 |
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nbclient==0.9.0
|
| 322 |
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nbconvert==7.16.2
|
| 323 |
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nbformat==5.9.2
|
| 324 |
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nest-asyncio==1.6.0
|
| 325 |
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oauthlib==3.2.2
|
| 326 |
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pandocfilters==1.5.1
|
| 327 |
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parso==0.8.3
|
| 328 |
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pexpect==4.9.0
|
| 329 |
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prometheus_client==0.20.0
|
| 330 |
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prompt-toolkit==3.0.43
|
| 331 |
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ptyprocess==0.7.0
|
| 332 |
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pure-eval==0.2.2
|
| 333 |
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pyasn1==0.5.1
|
| 334 |
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pyasn1-modules==0.3.0
|
| 335 |
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Pygments==2.17.2
|
| 336 |
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python-dateutil==2.9.0.post0
|
| 337 |
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python-hostlist==1.23.0
|
| 338 |
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pyzmq==25.1.2
|
| 339 |
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referencing==0.33.0
|
| 340 |
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requests-oauthlib==1.3.1
|
| 341 |
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rpds-py==0.18.0
|
| 342 |
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rsa==4.9
|
| 343 |
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soupsieve==2.5
|
| 344 |
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stack-data==0.6.3
|
| 345 |
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tensorboard==2.9.0
|
| 346 |
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tensorboard-data-server==0.6.1
|
| 347 |
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tensorboard-plugin-wit==1.8.1
|
| 348 |
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terminado==0.18.0
|
| 349 |
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tinycss2==1.2.1
|
| 350 |
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tornado==6.4
|
| 351 |
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traitlets==5.9.0
|
| 352 |
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wcwidth==0.2.13
|
| 353 |
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webencodings==0.5.1
|
| 354 |
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Werkzeug==3.0.1
|
| 355 |
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Cython==3.0.9
|
| 356 |
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Jinja2==3.1.3
|
| 357 |
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MarkupSafe==2.1.5
|
| 358 |
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PyYAML==6.0.1
|
| 359 |
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annotated-types==0.6.0
|
| 360 |
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astunparse==1.6.3
|
| 361 |
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attrs==23.2.0
|
| 362 |
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audioread==3.0.1
|
| 363 |
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blis==0.7.11
|
| 364 |
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catalogue==2.0.10
|
| 365 |
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certifi==2024.2.2
|
| 366 |
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charset-normalizer==3.3.2
|
| 367 |
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click==8.1.7
|
| 368 |
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cloudpathlib==0.16.0
|
| 369 |
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confection==0.1.4
|
| 370 |
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cymem==2.0.8
|
| 371 |
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decorator==5.1.1
|
| 372 |
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exceptiongroup==1.2.0
|
| 373 |
+
execnet==2.0.2
|
| 374 |
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expecttest==0.1.3
|
| 375 |
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hypothesis==5.35.1
|
| 376 |
+
idna==3.6
|
| 377 |
+
iniconfig==2.0.0
|
| 378 |
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intel-openmp==2021.4.0
|
| 379 |
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joblib==1.3.2
|
| 380 |
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langcodes==3.3.0
|
| 381 |
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lazy_loader==0.3
|
| 382 |
+
librosa==0.10.1
|
| 383 |
+
llvmlite==0.42.0
|
| 384 |
+
mkl==2021.1.1
|
| 385 |
+
mkl-devel==2021.1.1
|
| 386 |
+
mkl-include==2021.1.1
|
| 387 |
+
mock==5.1.0
|
| 388 |
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msgpack==1.0.8
|
| 389 |
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murmurhash==1.0.10
|
| 390 |
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platformdirs==4.2.0
|
| 391 |
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pluggy==1.4.0
|
| 392 |
+
pooch==1.8.1
|
| 393 |
+
preshed==3.0.9
|
| 394 |
+
pybind11==2.11.1
|
| 395 |
+
pycparser==2.21
|
| 396 |
+
pydantic_core==2.16.3
|
| 397 |
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pytest==8.0.2
|
| 398 |
+
pytest-flakefinder==1.1.0
|
| 399 |
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pytest-rerunfailures==13.0
|
| 400 |
+
pytest-shard==0.1.2
|
| 401 |
+
pytest-xdist==3.5.0
|
| 402 |
+
regex==2023.12.25
|
| 403 |
+
six==1.16.0
|
| 404 |
+
smart-open==6.4.0
|
| 405 |
+
sortedcontainers==2.4.0
|
| 406 |
+
soundfile==0.12.1
|
| 407 |
+
soxr==0.3.7
|
| 408 |
+
spacy==3.7.4
|
| 409 |
+
spacy-legacy==3.0.12
|
| 410 |
+
spacy-loggers==1.0.5
|
| 411 |
+
srsly==2.4.8
|
| 412 |
+
tbb==2021.11.0
|
| 413 |
+
thinc==8.2.3
|
| 414 |
+
threadpoolctl==3.3.0
|
| 415 |
+
tomli==2.0.1
|
| 416 |
+
typer==0.9.0
|
| 417 |
+
wasabi==1.1.2
|
| 418 |
+
weasel==0.3.4
|
| 419 |
+
xdoctest==1.0.2
|
| 420 |
+
wheel==0.42.0
|
| 421 |
+
nvfuser==0.1.5a0+f73ff1bc6a
|
| 422 |
+
dbus-python==1.2.18
|
| 423 |
+
devscripts==2.22.1ubuntu1
|
| 424 |
+
distro-info==1.1+ubuntu0.2
|
| 425 |
+
python-apt==2.4.0+ubuntu4
|
| 426 |
+
unattended-upgrades==0.1
|
run-20260125_043035-g0u01bsh/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-513.5.1.el8_9.x86_64-x86_64-with-glibc2.35",
|
| 3 |
+
"python": "CPython 3.10.12",
|
| 4 |
+
"startedAt": "2026-01-25T04:30:35.116725Z",
|
| 5 |
+
"args": [
|
| 6 |
+
"--policy.path=/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/temp/baseline",
|
| 7 |
+
"--dataset.root=/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/ALOHA/aloha_3_tasks_large_100_original_synthetic_high_view",
|
| 8 |
+
"--output_dir=/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN",
|
| 9 |
+
"--job_name=aloha_100%_merged_synthetic_high_view_PRETRAIN",
|
| 10 |
+
"--config_path=configs/libero_config/default.json",
|
| 11 |
+
"--batch_size=13",
|
| 12 |
+
"--policy.gradient_accumulation_steps=2",
|
| 13 |
+
"--save_freq=10000",
|
| 14 |
+
"--wandb.mode=online",
|
| 15 |
+
"--visual_prompt=false",
|
| 16 |
+
"--zero_init=false",
|
| 17 |
+
"--use_both_origin=false",
|
| 18 |
+
"--coordinate_text_prod=false",
|
| 19 |
+
"--coordinate_posEmbed_prod=false",
|
| 20 |
+
"--posEmbed_to_preTrained=false",
|
| 21 |
+
"--add_posEmbed=false",
|
| 22 |
+
"--not_used_coord=false",
|
| 23 |
+
"--train_expert_only=false",
|
| 24 |
+
"--use_depth=false",
|
| 25 |
+
"--depth_model_type=frozen_siglip",
|
| 26 |
+
"--use_track=true",
|
| 27 |
+
"--use_detect_object=false",
|
| 28 |
+
"--track_mask=false",
|
| 29 |
+
"--future_obj=all",
|
| 30 |
+
"--use_slot_att=none",
|
| 31 |
+
"--original_pi0=false"
|
| 32 |
+
],
|
| 33 |
+
"program": "/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/lerobot/scripts/train_accelerate.py",
|
| 34 |
+
"codePath": "lerobot/scripts/train_accelerate.py",
|
| 35 |
+
"codePathLocal": "lerobot/scripts/train_accelerate.py",
|
| 36 |
+
"git": {
|
| 37 |
+
"remote": "https://github.com/jibby2803/VLA_custom",
|
| 38 |
+
"commit": "f32c82f37b2b6f59a8b2c1e8367d7d70b203e23b"
|
| 39 |
+
},
|
| 40 |
+
"email": "ducido.w@gmail.com",
|
| 41 |
+
"root": "/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN",
|
| 42 |
+
"host": "085ccf349861",
|
| 43 |
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"executable": "/usr/bin/python",
|
| 44 |
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"cpu_count": 32,
|
| 45 |
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"cpu_count_logical": 32,
|
| 46 |
+
"disk": {
|
| 47 |
+
"/": {
|
| 48 |
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"total": "10737418240",
|
| 49 |
+
"used": "788828160"
|
| 50 |
+
}
|
| 51 |
+
},
|
| 52 |
+
"memory": {
|
| 53 |
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"total": "2163816681472"
|
| 54 |
+
},
|
| 55 |
+
"writerId": "xfmd715jagdfpknw5q3bwhtgeese05na"
|
| 56 |
+
}
|
run-20260125_043035-g0u01bsh/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"train/episodes":8836.419809921328,"train/synthetic_high_imi_loss":1.0248169898986816,"train/losses_after_in_ep_bound":{"_type":"histogram","values":[19131,960,341,126,75,45,27,21,15,12,9,9,7,2,2,5,2,3,1,1,2,1,0,0,0,1,1,0,0,0,0,1],"bins":[0,1.310009241104126,2.620018482208252,3.930027723312378,5.240036964416504,6.550045967102051,7.860055446624756,9.170064926147461,10.480073928833008,11.790082931518555,13.100091934204102,14.410101890563965,15.720110893249512,17.030120849609375,18.340129852294922,19.65013885498047,20.960147857666016,22.270156860351562,23.58016586303711,24.890174865722656,26.200183868408203,27.510194778442383,28.82020378112793,30.130212783813477,31.440221786499023,32.7502326965332,34.06024169921875,35.3702507019043,36.680259704589844,37.99026870727539,39.30027770996094,40.610286712646484,41.92029571533203]},"_runtime":83531.322330155,"train/dataloading_s":0.005119632259011269,"train/update_s":1.3159701265580952,"train/losses_after_forward":{"values":[18841,1168,391,152,78,47,28,21,15,12,9,9,7,2,2,5,2,3,1,1,2,1,0,0,0,1,1,0,0,0,0,1],"bins":[1.3219647598816664e-11,1.310009241104126,2.620018482208252,3.930027723312378,5.240036964416504,6.550046443939209,7.860055446624756,9.170064926147461,10.480073928833008,11.790082931518555,13.100092887878418,14.410101890563965,15.720110893249512,17.030120849609375,18.340129852294922,19.65013885498047,20.960147857666016,22.270156860351562,23.58016586303711,24.890174865722656,26.200185775756836,27.510194778442383,28.82020378112793,30.130212783813477,31.440221786499023,32.7502326965332,34.06024169921875,35.3702507019043,36.680259704589844,37.99026870727539,39.30027770996094,40.610286712646484,41.92029571533203],"_type":"histogram"},"train/loss_track":0.060302734375,"_step":62800,"train/lr":2.5000000000000053e-06,"train/real_right_wrist_imi_loss":1.197863221168518,"train/steps":62800,"train/l1_infer_loss":0.6042347550392151,"train/real_high_imi_loss":1.0556011199951172,"_timestamp":1.769398965451009e+09,"train/l2_loss":0,"train/epochs":8.352003601059858,"_wandb":{"runtime":83531},"train/loss":2.6474615955352783,"train/samples":3265600,"train/real_left_wrist_imi_loss":1.2639321088790894,"train/grad_norm":0.3074590889364481,"train/losses_after_rm_padding":{"values":[6612,1174,542,278,160,120,82,42,33,10,12,7,6,2,2,3,1,3,5,0,4,0,0,1,0,0,0,0,0,0,0,1],"bins":[0,0.5477999448776245,1.095599889755249,1.6433998346328735,2.191199779510498,2.738999843597412,3.286799669265747,3.834599494934082,4.382399559020996,4.93019962310791,5.477999687194824,6.02579927444458,6.573599338531494,7.121399402618408,7.669198989868164,8.216999053955078,8.764799118041992,9.312599182128906,9.86039924621582,10.408199310302734,10.955999374389648,11.503798484802246,12.05159854888916,12.599398612976074,13.147198677062988,13.694998741149902,14.242798805236816,14.79059886932373,15.338397979736328,15.886198043823242,16.433998107910156,16.98179817199707,17.529598236083984],"_type":"histogram"}}
|
run-20260125_043035-g0u01bsh/logs/debug-core.log
ADDED
|
@@ -0,0 +1,15 @@
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|
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2026-01-25 04:30:35,121 INFO MainThread:1165115 [wandb_setup.py:_flush():81] Current SDK version is 0.21.4
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config: {'dataset': {'repo_id': 'ducido/calvin_task_D_D_scale_100_lerobo_format', 'root': '/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/ALOHA/aloha_3_tasks_large_100_original_synthetic_high_view', 'episodes': None, 'image_transforms': {'enable': True, 'max_num_transforms': 3, 'random_order': False, 'image_tfs': {'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}, 'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}, 'crop_resize': {'weight': 1.0, 'type': 'RandomResizedCrop', 'kwargs': {'size': [256, 256], 'ratio': [1, 1], 'scale': [0.9, 0.95]}}, 'rotate': {'weight': 1.0, 'type': 'RandomRotate', 'kwargs': {'degrees': [-5, 5]}}}, 'wrist_tfs': {'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'crop_resize': {'weight': 1.0, 'type': 'RandomResizedCrop', 'kwargs': {'size': [256, 256], 'ratio': [1, 1], 'scale': [0.9, 0.95]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}, 'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}}}, 'revision': None, 'use_imagenet_stats': True, 'video_backend': 'torchcodec', 'vqa_data_path': None}, 'env': None, 'policy': {'type': 'pi0', 'n_obs_steps': 1, 'normalization_mapping': {'VISUAL': <NormalizationMode.IDENTITY: 'IDENTITY'>, 'STATE': <NormalizationMode.MEAN_STD: 'MEAN_STD'>, 'ACTION': <NormalizationMode.MEAN_STD: 'MEAN_STD'>}, 'input_features': {}, 'output_features': {}, 'device': 'cuda', 'use_amp': False, 'gradient_accumulation_steps': 2, 'chunk_size': 50, 'n_action_steps': 50, 'visual_prompt': False, 'use_both_origin': False, 'zero_init': False, 'coordinate_text_prod': False, 'coordinate_posEmbed_prod': False, 'posEmbed_to_preTrained': False, 'num_obs_layers': 30, 'last_obs_layers': False, 'add_posEmbed': False, 'not_used_coord': False, 'use_depth': False, 'depth_model_type': 'frozen_siglip', 'use_track': False, 'use_detect_object': False, 'track_mask': False, 'use_slot_att': 'none', 'future_obj': 'none', 'original_pi0': False, 'max_state_dim': 32, 'max_action_dim': 32, 'resize_imgs_with_padding': [224, 224], 'empty_cameras': 0, 'adapt_to_pi_aloha': False, 'use_delta_joint_actions_aloha': False, 'tokenizer_max_length': 48, 'proj_width': 1024, 'num_steps': 10, 'use_cache': True, 'attention_implementation': 'eager', 'freeze_vision_encoder': True, 'train_expert_only': False, 'train_state_proj': True, 'optimizer_lr': 0.0001, 'optimizer_betas': [0.9, 0.95], 'optimizer_eps': 1e-08, 'optimizer_weight_decay': 1e-10, 'scheduler_warmup_steps': 1000, 'scheduler_decay_steps': 240000, 'scheduler_decay_lr': 2.5e-06}, 'output_dir': '/pfss/mlde/workspaces/mlde_wsp_PI_Hauschild/VLA/duc/VLA_custom/outputs/train/2026-01-25/04-30-23_aloha_100%_merged_synthetic_high_view_PRETRAIN', 'job_name': 'aloha_100%_merged_synthetic_high_view_PRETRAIN', 'visual_prompt': False, 'use_both_origin': False, 'zero_init': False, 'coordinate_text_prod': False, 'coordinate_posEmbed_prod': False, 'posEmbed_to_preTrained': False, 'num_obs_layers': 30, 'last_obs_layers': False, 'add_posEmbed': False, 'not_used_coord': False, 'train_expert_only': False, 'use_depth': False, 'use_track': True, 'use_detect_object': False, 'track_mask': False, 'use_slot_att': 'none', 'future_obj': 'all', 'depth_model_type': 'frozen_siglip', 'original_pi0': False, 'resume': False, 'seed': 42, 'num_workers': 8, 'batch_size': 13, 'steps': 100000, 'eval_freq': 20000, 'log_freq': 200, 'save_checkpoint': True, 'save_freq': 10000, 'use_policy_training_preset': True, 'optimizer': {'type': 'adamw', 'lr': 0.0001, 'weight_decay': 1e-10, 'grad_clip_norm': 10.0, 'betas': [0.9, 0.95], 'eps': 1e-08}, 'scheduler': {'type': 'cosine_decay_with_warmup', 'num_warmup_steps': 1000, 'num_decay_steps': 240000, 'peak_lr': 0.0001, 'decay_lr': 2.5e-06}, 'eval': {'n_episodes': 50, 'batch_size': 50, 'use_async_envs': False}, 'wandb': {'enable': True, 'disable_artifact': True, 'project': 'pi0_lerobot', 'entity': 'Robotics_VLA', 'notes': None, 'run_id': None, 'mode': 'online'}, '_wandb': {}}
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ADDED
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