code: def test_rename_methods_logqp(device):
      """Test renaming works with a subset of names when `logqp=True`."""
      sde = problems.CustomNamesSDELogqp().to(device)
      y0 = torch.ones(batch_size, d, device=device)
      ts = torch.linspace(t0, t1, steps=T, device=device)
      ans = torchsde.sdeint(
          sde,
          y0,
          ts,
          dt=dt,
          names={"drift": "forward", "prior_drift": "w"},
          logqp=True,
      )
      assert ans[0].shape == (T, batch_size, d)
      assert ans[1].shape == (T - 1, batch_size)
  
file_path: torchsde/tests/test_sdeint.py
imports: import sys
  import pytest
  import torch
  import torchsde
  from torchsde.settings import NOISE_TYPES
  from .None import problems
label_desc: Use image node_id 2 for calling a global function with example usage: test_rename_methods_logqp(device) without return types