Question about sequence/map input onnx type from model

[qw2208]

1. Is there a way to get the non-tensor types from the onnx model?
   For example, if the model input is of type: std::vector<std::map<int64_t, float>>, I could get the input type of ONNX_TYPE_SEQUENCE by running session->GetInputTypeInfo(i).GetONNXType();
   However, I'm confused how I could continue to get the type of the map while creating Ort::Value using the CXX api?
2. Another question is when loading the Bert model from Bert_model, one of the input shapes is [-1, 256] (Actually this model converted from Tensorflow and the inputs shape all starts with -1). Is the negative index supported when calling session run function? I'm getting the error of out of data bound.
   

[snnn]

I'll take a look at the second one. It shouldn't be [-1].

[snnn]

For you question two: here the -1 means unknown. You can replace it with any non-zero positive value.

[qw2208]

Yes, I did replace the -1 with 1 to all of the four inputs while getting the element out-of-bound exception as shown in the screen shot.

[snnn]

We'll update the model.

[RyanUnderhill]

For 1. I'm not sure what you mean by continuing to get the type of the map. If you have an Ort::Value you can still call GetTypeInfo() on it and then call GetONNXType() the same as before?

[qw2208]

Ryan Hill (@RyanUnderhill) Thanks Ryan. However, for inputs, I will not get it in Ort::Value and the GetTypeInfo() could only get the type of the outer type.

[RyanUnderhill]

Qww (@qw2208) Ah, I see what you're looking for. Yeah, currently we have no way to query subtype information of a type. I'm marking this as an enhancement as we'd need some extra interface functions like this:

OrtStatus* GetType(const OrtTypeInfo type, int index, OrtTypeInfo** out)
OrtStatus* GetTypeCount(const OrtTypeInfo type, int index, size_t* out);

[faxu]

First issue is resolved - available in ORT 1.2.

Vinitra Swamy (@vinitra) can you take a look at #2 and see if the model zoo model still needs updates?

[stale]

This issue has been automatically marked as stale due to inactivity and will be closed in 7 days if no further activity occurs. If further support is needed, please provide an update and/or more details.

[stale]

This issue has been automatically closed due to inactivity. Please reactivate if further support is needed.