diff --git a/paddle/fluid/inference/tensorrt/engine.cc b/paddle/fluid/inference/tensorrt/engine.cc
index e77e12713ca202b0f28198fcaba3dae2bd5ad1fa..d9e87122ac258ceec08fa623f65a375dc0999da4 100644
--- a/paddle/fluid/inference/tensorrt/engine.cc
+++ b/paddle/fluid/inference/tensorrt/engine.cc
@@ -217,8 +217,17 @@ void TensorRTEngine::FreezeNetwork() {
     }
 #endif
   }
+
+#if IS_TRT_VERSION_LT(8000)
   infer_engine_.reset(infer_builder_->buildEngineWithConfig(
       *network(), *infer_builder_config_));
+#else
+  infer_ptr<nvinfer1::IHostMemory> plan(infer_builder_->buildSerializedNetwork(
+      *network(), *infer_builder_config_));
+  infer_ptr<nvinfer1::IRuntime> runtime(createInferRuntime(&logger_));
+  infer_engine_.reset(
+      runtime->deserializeCudaEngine(plan->data(), plan->size()));
+#endif
 
   PADDLE_ENFORCE_NOT_NULL(
       infer_engine_, platform::errors::Fatal(