diff --git a/torch2trt/torch2trt.py b/torch2trt/torch2trt.py
index 732bed5a..17bceca5 100644
--- a/torch2trt/torch2trt.py
+++ b/torch2trt/torch2trt.py
@@ -537,7 +537,24 @@ def torch2trt(module,
     if use_onnx:
 
         f = io.BytesIO()
-        torch.onnx.export(module, inputs, f, input_names=input_names, output_names=output_names)
+        onnx_kwargs = kwargs.get('onnx_kwargs', {})
+        opset_version = onnx_kwargs.get('opset_version', 9)
+        do_constant_folding = onnx_kwargs.get('do_constant_folding', True)
+        export_params = onnx_kwargs.get('export_params', True)
+        verbose_onnx = onnx_kwargs.get('verbose', log_level == trt.Logger.VERBOSE)
+        dynamic_axes = onnx_kwargs.get('dynamic_axes', None)
+        torch.onnx.export(
+            module,
+            inputs,
+            f,
+            input_names=input_names,
+            output_names=output_names,
+            opset_version=opset_version,
+            do_constant_folding=do_constant_folding,
+            export_params=export_params,
+            verbose=verbose_onnx,
+            dynamic_axes=dynamic_axes,
+        )
         f.seek(0)
         onnx_bytes = f.read()
         network = builder.create_network(1 << int(trt.NetworkDefinitionCreationFlag.EXPLICIT_BATCH))