Add Sharding Support for Neo Optimization Jobs.

[cj-zhang]

Issue #, if available: Created from #4924

Description of changes: Add Sharding Support for Neo Optimization Jobs

Testing done: Tested manually on local on mac by building the wheel and running the optimize function. Added Unit Tests.

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[lanqingzi]

Network isolation validation LGTM