diff --git a/lite/core/mir/quantized_op_attributes_inference_pass.cc b/lite/core/mir/quantized_op_attributes_inference_pass.cc
index 54a4e779c6b6d0150cad966a4454f30624fe6dae..40cad8f6af75300ab85753b16e391daeeadc6c2f 100644
--- a/lite/core/mir/quantized_op_attributes_inference_pass.cc
+++ b/lite/core/mir/quantized_op_attributes_inference_pass.cc
@@ -58,6 +58,11 @@ void QuantizedOpAttributesInferencePass::Apply(
     }
     if (found) {
       inst.mutable_op_info()->SetAttr("output_scale", output_scale);
+    } else if (op_info->HasAttr("output_scale")) {
+      int bit_length = op_info->GetAttr<int>("bit_length");
+      int range = (1 << (bit_length - 1)) - 1;
+      output_scale = op_info->GetAttr<float>("output_scale");
+      inst.mutable_op_info()->SetAttr("output_scale", output_scale / range);
     }
     if (op_info->HasAttr("output_scale")) {
       inst.mutable_op_info()->SetAttr("enable_int8", true);