These PR related to Partition API changes for the Gluon support could be also 
added: 

- Partition API adding and deleting new params to Block and Symbol  
https://github.com/apache/incubator-mxnet/pull/18405
- Add backward Type inference to main NN operators 
https://github.com/apache/incubator-mxnet/pull/18378
- Add better partial args/aux handling in symbol optimize_for 
https://github.com/apache/incubator-mxnet/pull/18350
- Fix FInferShape for some ops to support partial type inference 
https://github.com/apache/incubator-mxnet/pull/18348
- Change include to relative in nvvm_to_onnx.cc 
https://github.com/apache/incubator-mxnet/pull/18249

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