KellenSunderland commented on a change in pull request #13310: [MXNET-703] 
Update to TensorRT 5, ONNX IR 3. Fix inference bugs.
URL: https://github.com/apache/incubator-mxnet/pull/13310#discussion_r236058587
 
 

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 File path: src/operator/contrib/nnvm_to_onnx.cc
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 @@ -78,8 +84,13 @@ op::TRTParam ConvertNnvmGraphToOnnx(
 
   ModelProto model_proto;
   // Need to determine IR versions and features to support
-  model_proto.set_ir_version(static_cast<int64>(2));
+  auto opset_proto = model_proto.add_opset_import();
+  opset_proto->set_version(static_cast<int64>(8));
 
 Review comment:
   Yeah I could refactor these to give stronger names.  It's basically just 
declaring the IR version of ONNX protos we're using.  This wouldn't be dynamic, 
it's a static declaration of what ONNX version we're serializing to (ONNX 3).  
Opset is similar, it's a slightly differently semantically versioned subset of 
operators within ONNX 3 that we're using.  So basically together we declare 
here that we're support ONNX 3, opset 8.  I'll update this to add some clarity 
tomorrow.

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