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Introducing pyro.infer.predictive.WeighedPredictive which reports weights along with predicted samples #1193

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Run time

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Job	Run time
lint (3.8)	30s
tutorials-html (3.8)	3m 4s
docs (3.8)	2m 24s
integration_1 (3.8)	33m 10s
unit (3.8)	27m 37s
integration_2 (3.8)	37m 25s
funsor (3.8)	9m 44s
examples (3.8)	19m 43s
finish	0s
	2h 13m 37s