Scale factors across plate dims in `partial_sum_product` #564

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Run time

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Job	Run time
torch (3.7)	17m 7s
default (3.7)	5m 28s
default (3.8)	6m 41s
default (3.9)	5m 56s
jax (3.9)	13m 42s
	48m 54s