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This will allow the StatSummarizer to be instantiated and used
even when the GraphDef is not easily accessible. A consequence of
this is that the BY_DEFINITION_ORDER ordering of stats is no
longer available, but that was deemed acceptable for this change.
Other notables:
- Added a basic C++ unittest for stat_summarizer.
- Added some commentary about caveats about summaries over runs
that involve GPUs or partitioned graphs. These caveats existed
in the prior implementation as well.
Change: 146076563
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Asim Shankar