Describe the bug
Referece link:
Project-MONAI/research-contributions#211

Different algorithms may return results on different devices (CPU or GPU) , e.g. if algo didn't have enough gpu memory it may do CPU based slidingwindow inference. So than when we do Ensembling, some internal function concatinate the predictions and it fails, since the predictions are on different devices.