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Improve graph transformation performance on large graphs #35

@zhisbug

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@zhisbug

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Describe the new feature and the current behavior/state
The current graph transformation (in-graph specifically) will be unacceptably slow when working on large graphs such as BERT-large. We want to benchmark and know where the slowness comes from and improve it.

Will this change the current API? How?

Describe alternatives you've considered

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