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use srt VocabParallelEmbedding #5147

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Run time

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Job	Run time
accuracy-test-2-gpu	6m 23s
performance-test-1-gpu-part-2	6m 57s
accuracy-test-1-gpu	5m 42s
performance-test-1-gpu-part-1	7m 12s
performance-test-2-gpu	6m 57s
unit-test-backend-1-gpu (0-6)	7m 6s
unit-test-backend-2-gpu	6m 51s
unit-test-backend-1-gpu (6-15)	7m 12s
unit-test-frontend	2m 29s
unit-test-backend-1-gpu (15-22)	6m 57s
unit-test-backend-1-gpu (22-32)	7m 2s
unit-test-backend-1-gpu (32-40)	4m 57s
unit-test-backend-1-gpu (40-100)	7m 1s
finish	1s
	1h 22m 47s