Start one iteration of training and save remote id.

def _train(self, trial):
        """Start one iteration of training and save remote id."""

        assert trial.status == Trial.RUNNING, trial.status
        remote = trial.runner.train.remote()

        # Local Mode
        if isinstance(remote, dict):
            remote = _LocalWrapper(remote)

        self._running[remote] = trial