diff --git a/utils.py b/utils.py index 673cbb1..d90b782 100644 --- a/utils.py +++ b/utils.py @@ -94,12 +94,12 @@ def get_norm_stats(dataset_dir, num_episodes): # normalize action data action_mean = all_action_data.mean(dim=[0, 1], keepdim=True) action_std = all_action_data.std(dim=[0, 1], keepdim=True) - action_std = torch.clip(action_std, 1e-2, 10) # clipping + action_std = torch.clip(action_std, 1e-2, np.inf) # clipping # normalize qpos data qpos_mean = all_qpos_data.mean(dim=[0, 1], keepdim=True) qpos_std = all_qpos_data.std(dim=[0, 1], keepdim=True) - qpos_std = torch.clip(qpos_std, 1e-2, 10) # clipping + qpos_std = torch.clip(qpos_std, 1e-2, np.inf) # clipping stats = {"action_mean": action_mean.numpy().squeeze(), "action_std": action_std.numpy().squeeze(), "qpos_mean": qpos_mean.numpy().squeeze(), "qpos_std": qpos_std.numpy().squeeze(),