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env_name: square
action_dim: 7
horizon_steps: 4
act_steps: 4
obs_dim: 9
cond_steps: 1
img_cond_steps: 1
shape_meta:
obs:
rgb:
shape:
- 3
- 96
- 96
state:
shape:
- 9
action:
shape:
- 7
_target_: agent.eval.eval_shortcut_img_agent.EvalImgShortCutAgent
name: square_eval_shortcut_mlp_img_ta4_td20
logdir: log/robomimic/eval/square_eval_shortcut_mlp_img_ta4_td20/2025-05-09_18-58-06_42
base_policy_path: log/robomimic/finetune/square_ft_shortcut_datascale/16/last.pt
robomimic_env_cfg_path: cfg/robomimic/env_meta/square-img.json
normalization_path: data/robomimic/square-img/normalization.npz
seed: 42
device: cuda:5
egl_device: null
denoising_steps: 20
denoising_step_list:
- 1
- 2
- 4
- 8
- 16
- 32
- 64
- 128
n_steps: 300
render_num: 0
batch_size: 128
env:
n_envs: 50
name: square
best_reward_threshold_for_success: 1
max_episode_steps: 300
save_video: false
use_image_obs: true
wrappers:
robomimic_image:
normalization_path: data/robomimic/square-img/normalization.npz
low_dim_keys:
- robot0_eef_pos
- robot0_eef_quat
- robot0_gripper_qpos
image_keys:
- agentview_image
shape_meta:
obs:
rgb:
shape:
- 3
- 96
- 96
state:
shape:
- 9
action:
shape:
- 7
multi_step:
n_obs_steps: 1
n_action_steps: 4
max_episode_steps: 300
reset_within_step: true
render: true
model:
_target_: model.flow.shortcutflow.ShortCutFlow
network:
_target_: model.flow.mlp_shortcut.ShortCutFlowViT
backbone:
_target_: model.common.vit.VitEncoder
obs_shape:
- 3
- 96
- 96
num_channel: 3
cfg:
patch_size: 8
depth: 1
embed_dim: 128
num_heads: 4
embed_style: embed2
embed_norm: 0
action_dim: 7
horizon_steps: 4
prop_dim: 9
img_cond_steps: 1
td_emb_dim: 32
mlp_dims:
- 768
- 768
- 768
cond_mlp_dims:
- 64
- 32
residual_style: true
num_img: 1
augment: true
spatial_emb: 128
embed_combination_type: add
device: cuda:5
horizon_steps: 4
action_dim: 7
act_min: -1
act_max: 1
obs_dim: 9
max_denoising_steps: 20
seed: 42
self_consistency_k: 0.25
delta: 1.0e-05
sample_t_type: uniform