[Bug]: RunInference GPU error: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0!

### What happened?

When using multiple processes (when we don’t use `no_use_multiple_sdk_containers`) in DataFlow jobs, this error has been observed

`Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0!`

The current solution is to add the `experiment=no_use_multiple_sdk_containers` flag.

We should look into how much benefit we get with multiple processes, as opposed to maxing out GPU utilization in one worker.

### Issue Priority

Priority: 2

### Issue Component

Component: sdk-py-core