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Support variable batch size in throughput callback (#20236) #3570

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Run time

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Job	Run time
build-NGC	21s
build-pl (3.12, 2.6, 12.4.1)	2m 36s
build-pl (3.11, 2.3, 12.1.1)	2m 19s
build-pl (3.11, 2.4, 12.1.1)	2m 8s
build-cuda (3.10, 2.7.1, 12.6.3)	4m 52s
build-pl (3.12, 2.5, 12.1.1)	2m 43s
build-pl (3.10, 2.1, 12.1.1)	1m 52s
build-pl (3.12, 2.7, 12.6.3)	2m 38s
build-pl (3.12, 2.8, 12.6.3, true)	4m 40s
build-cuda (3.11, 2.2.2, 12.1.1)	21m 28s
build-cuda (3.10, 2.8.0, 12.6.3)	6m 1s
build-cuda (3.10, 2.1.2, 12.1.1)	50m 20s
build-pl (3.11, 2.2, 12.1.1)	2m 7s
build-cuda (3.12, 2.6.0, 12.4.1)	17m 14s
build-cuda (3.12, 2.5.1, 12.1.1)	27m 36s
build-cuda (3.11, 2.4.1, 12.1.1)	40m 23s
build-cuda (3.11, 2.3.1, 12.1.1)	9m 39s
build-cuda (3.12, 2.8.0, 12.6.3)	8m 14s
build-cuda (3.12, 2.7.1, 12.6.3)	7m 55s
	3h 35m 6s