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[torch api] Update external tensor handling for large attributes #1835

@justinchuby

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@justinchuby
          I am fine with adjusting the implementation later on, as long as we are fine with the API here. I think we may be better off making all tensors (initializers and node-attributes) of size above a cutoff limit external, leaving the rest internal. But I am fine if the cutoff limit is hard-coded in this logic for now ... only if we want to expose this to users, does it get a bit more complicated.

Originally posted by @gramalingam in #1832 (comment)

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