## Description
Request for comments for the next PR on partitioning for a given backend
- Printing graph statistics after call to `optimize_for`
- Documentation: adding a markdown file with description and example(s)
- Updating 
[lib_subgraph](https://github.com/apache/incubator-mxnet/blob/master/example/extensions/lib_subgraph/test_subgraph.py)
 examples to add ones using gluon

## References
- Recent related PRs: #15969 #15886


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