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New Trace_ELBO that generalizes Trace_ELBO, TraceEnum_ELBO, and TraceGraph_ELBO#2893

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ordabayevy wants to merge 62 commits intopyro-ppl:devfrom ordabayevy:fix-funsor-traceelbo

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