Fixup

lerobot/common/logger.py

@@ -25,13 +25,13 @@ from glob import glob
 from pathlib import Path
 
 import torch
+import wandb
 from huggingface_hub.constants import SAFETENSORS_SINGLE_FILE
 from omegaconf import DictConfig, OmegaConf
 from termcolor import colored
 from torch.optim import Optimizer
 from torch.optim.lr_scheduler import LRScheduler
 
-import wandb
 from lerobot.common.policies.policy_protocol import Policy
 from lerobot.common.utils.utils import get_global_random_state, set_global_random_state
 

lerobot/common/robot_devices/control_utils.py

@@ -130,12 +130,12 @@ def predict_action(observation, policy, device, use_amp):
 
 def init_keyboard_listener(assign_rewards=False):
     """
-    Initializes a keyboard listener to enable early termination of an episode 
-    or environment reset by pressing the right arrow key ('->'). This may require 
+    Initializes a keyboard listener to enable early termination of an episode
+    or environment reset by pressing the right arrow key ('->'). This may require
     sudo permissions to allow the terminal to monitor keyboard events.
 
     Args:
-        assign_rewards (bool): If True, allows annotating the collected trajectory 
+        assign_rewards (bool): If True, allows annotating the collected trajectory
         with a binary reward at the end of the episode to indicate success.
     """
     events = {}

lerobot/scripts/train_hilserl_classifier.py

@@ -22,6 +22,7 @@ from pprint import pformat
 import hydra
 import torch
 import torch.nn as nn
+import wandb
 from deepdiff import DeepDiff
 from omegaconf import DictConfig, OmegaConf
 from termcolor import colored
@@ -30,7 +31,6 @@ from torch.cuda.amp import GradScaler
 from torch.utils.data import DataLoader, WeightedRandomSampler, random_split
 from tqdm import tqdm
 
-import wandb
 from lerobot.common.datasets.factory import resolve_delta_timestamps
 from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
 from lerobot.common.logger import Logger