// Copying and executing on the new remote device works.
  const char new_remote_device_name[] =
      "/job:worker/replica:0/task:1/device:CPU:0";
  const char new_local_device_name[] =
      "/job:worker/replica:0/task:0/device:CPU:0";

  auto* h0_task1_new = TFE_TensorHandleCopyToDevice(
      h0_task0_new, ctx, new_remote_device_name, status);