diff --git a/onnxruntime/python/tools/quantization/calibrate.py b/onnxruntime/python/tools/quantization/calibrate.py
index 971cc203f4d73..ef1ecd20a0d6f 100644
--- a/onnxruntime/python/tools/quantization/calibrate.py
+++ b/onnxruntime/python/tools/quantization/calibrate.py
@@ -368,7 +368,6 @@ def collect_data(self, data_reader: CalibrationDataReader):
                 self.max_intermediate_outputs is not None
                 and len(self.intermediate_outputs) == self.max_intermediate_outputs
             ):
-                self.compute_range()
                 self.clear_collected_data()
 
         if len(self.intermediate_outputs) == 0 and self.calibrate_tensors_range is None: