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tracegraph_elbo related cleanup #816

@martinjankowiak

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@martinjankowiak
  • refactor vectorized_map_data_info and related data structures
  • refactor way prune_subsample_sites etc. is used to setup a trace for computation
  • rethink any needed asserts/warnings in tracegraph_elbo or trace_poutine
  • go through test_valid_models and make sure we have good coverage
  • rethink integration/gradient test coverage (where possibly prefer cheaper tests)

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