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lerobot/lerobot/configs/policy/act.yaml
Alexander Soare 2b928eedd4 backup wip
2024-04-02 19:11:53 +01:00

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YAML

# @package _global_
offline_steps: 2000
online_steps: 0
eval_episodes: 1
eval_freq: 10000
save_freq: 100000
log_freq: 250
horizon: 100
n_obs_steps: 1
n_latency_steps: 0
# when temporal_agg=False, n_action_steps=horizon
n_action_steps: ${horizon}
policy:
name: act
pretrained_model_path:
lr: 1e-5
lr_backbone: 1e-5
weight_decay: 1e-4
grad_clip_norm: 10
backbone: resnet18
horizon: ${horizon} # chunk_size
kl_weight: 10
hidden_dim: 512
dim_feedforward: 3200
enc_layers: 4
dec_layers: 7
nheads: 8
#camera_names: [top, front_close, left_pillar, right_pillar]
camera_names: [top]
position_embedding: sine
masks: false
dilation: false
dropout: 0.1
pre_norm: false
vae: true
batch_size: 8
per_alpha: 0.6
per_beta: 0.4
balanced_sampling: false
utd: 1
n_obs_steps: ${n_obs_steps}
temporal_agg: false
state_dim: ???
action_dim: ???