diff --git a/core/runtime/TRTEngine.cpp b/core/runtime/TRTEngine.cpp
index c523d12173..313209ba5a 100644
--- a/core/runtime/TRTEngine.cpp
+++ b/core/runtime/TRTEngine.cpp
@@ -128,14 +128,13 @@ TRTEngine::TRTEngine(
     for (size_t pyt_idx = 0; pyt_idx < outputs; pyt_idx++) {
       auto binding_name = _out_binding_names[pyt_idx];
       auto trt_idx = cuda_engine->getBindingIndex(binding_name.c_str());
-      std::string engine_binded_name = cuda_engine->getIOTensorName(inputs_size + pyt_idx);
-      TORCHTRT_CHECK(
-          (binding_name == engine_binded_name),
-          "Could not find a TensorRT engine binding for output named " << binding_name);
+      TORCHTRT_CHECK((trt_idx != -1), "Could not find a TensorRT engine binding for output named " << binding_name);
       TORCHTRT_CHECK(
           !(cuda_engine->getTensorIOMode(binding_name.c_str()) == nvinfer1::TensorIOMode::kINPUT),
           "Binding " << binding_name << " specified as output but found as input in TensorRT engine");
-      LOG_DEBUG("Output binding name: " << binding_name << "pyt return idx: " << inputs_size + pyt_idx << ")");
+      LOG_DEBUG(
+          "Output binding name: " << binding_name << " has TensorRT binding index: " << trt_idx
+                                  << ", Torch binding index: " << inputs_size + pyt_idx);
       out_binding_map[trt_idx] = pyt_idx;
       out_binding_names[pyt_idx] = binding_name;
     }