diff --git a/sam2/sam2_video_predictor.py b/sam2/sam2_video_predictor.py
index 4637706..5a7e1a0 100644
--- a/sam2/sam2_video_predictor.py
+++ b/sam2/sam2_video_predictor.py
@@ -591,7 +591,8 @@ class SAM2VideoPredictor(SAM2Base):
                 if frame_idx in obj_output_dict["cond_frame_outputs"]:
                     storage_key = "cond_frame_outputs"
                     current_out = obj_output_dict[storage_key][frame_idx]
-                    pred_masks = current_out["pred_masks"]
+                    device = inference_state["device"]
+                    pred_masks = current_out["pred_masks"].to(device, non_blocking=True)
                     if self.clear_non_cond_mem_around_input:
                         # clear non-conditioning memory of the surrounding frames
                         self._clear_obj_non_cond_mem_around_input(