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Update orttraining eager mode to support torch 1.12.0 #12038

@WilBrady

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@WilBrady

Is your feature request related to a problem? Please describe.
The release of torch 1.12.0 broke the eager mode build so eager mode training has been pinned to 1.11.0. This PR did the pinning:

#12033

Describe the solution you'd like
Update eager mode to support torch 1.12.0, which requires supporting new types like SymInt and handling removed methods like _cat.

Describe alternatives you've considered
None.

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