SHARK
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add support for bert training to generate_sharktank and pytest+benchmark
This has a lot of changes to the infra for generating tank and running benchmarks for training workload, so please review thoroughly.
As we add more support for training models, I imagine there can be some improvements to remove some boilerplate I've added here.