diff --git a/paddlex/inference/models/base/basic_predictor.py b/paddlex/inference/models/base/basic_predictor.py
index ee2c7b3223..ee13fb5682 100644
--- a/paddlex/inference/models/base/basic_predictor.py
+++ b/paddlex/inference/models/base/basic_predictor.py
@@ -68,7 +68,15 @@ def __call__(self, input, **kwargs):
                         )
                         break
                 self.benchmark.warmup_stop(warmup_num)
-            output = list(super().__call__(input))
+                logging.info("Warmup Done!")
+            # TODO(gaotingquan): after supporting batcher to batch input
+            import batch
+            from tqdm import tqdm
+
+            batched_input = batch(input)
+            output = []
+            for res in tqdm(super(batched_input).__call__(), total=len(batched_input)):
+                output.append(res)
             self.benchmark.collect(len(output))
         else:
             yield from super().__call__(input)