pi05-stack-cube / config.yaml
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run_id: pi05-stack-cube-20260921T125641Z
run_root_dir: ./results/Checkpoints/vla
seed: 42
trackers:
- jsonl
is_debug: false
framework:
name: Pi05
model:
model_path: playground/Pretrained_models/pi05_base_pytorch
tokenizer_path: /inspire/ssd/project/robot3d/mazipei-253107140027/.cache/openpi/big_vision/paligemma_tokenizer.model
dtype: bfloat16
paligemma_variant: gemma_2b
action_expert_variant: gemma_300m
vision_variant: So400m/14
max_token_len: 200
num_images: 3
action_model:
action_dim: 14
state_dim: 14
model_action_dim: 32
action_horizon: 50
num_inference_steps: 10
datasets:
vla_data:
normalization_mode: min_max
dataset_py: vla_datasets
disable_state: false
data_root_dir: playground/Datasets/LEROBOT_LIBERO_DATA
data_mix: stack_cube
per_device_batch_size: 8
split_strategy: episode_ratio
eval_ratio: 0.02
split_seed: 42
eval_per_device_batch_size: 4
num_workers: 8
prefetch_factor: 4
load_all_data_for_training: true
action_horizon: 50
image_size:
- 224
- 224
state_pad_size: ${framework.action_model.state_dim}
action_pad_size: ${framework.action_model.action_dim}
use_future_frames: false
future_frame_stride: 1
trainer:
max_train_steps: 30000
num_warmup_steps: 1000
save_interval: 2000
eval_interval: 2000
learning_rate:
base: 2.5e-05
lr_scheduler_type: cosine_with_min_lr
scheduler_specific_kwargs:
min_lr: 0.0
freeze_modules: null
loss_scale:
vla: 1.0
max_grad_norm: 1.0
weight_decay: 0.0
logging_frequency: 10
gradient_clipping: 1.0
gradient_accumulation_steps: 1
optimizer:
name: AdamW
betas:
- 0.9
- 0.95
eps: 1.0e-08
weight_decay: 1.0e-10
save_format: pt
enable_gradient_checkpointing: false
global_batch_size: 64
resume_from_checkpoint: latest
enable_compile: true
output_dir: ./results/Checkpoints/vla/pi05-stack-cube-20260921T125641Z