Scale factors across plate dims in `partial_sum_product` #563

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Run time

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Job	Run time
torch (3.7)	17m 21s
default (3.7)	7m 6s
default (3.8)	6m 28s
default (3.9)	5m 30s
jax (3.8)	20s
	36m 45s