Back to pull request #359

fix llava model device bugs #1138

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Run time

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Job	Run time
training_16GPU_4DP2TP2PP_FSP (910B)	2m 59s
training_16GPU_4DP2TP2PP_MSP (910B)	5m 39s
training_16GPU_4DP2TP2PP_MTP (910B)	5m 6s
training_4GPU	2m 7s
training_8GPU_4DP2PP (910B)	5m 50s
training_8GPU_4DP2PP_ZB	1m 41s
training_8GPU_4DP2TP (910B)	3m 12s
training_8GPU_4DP2TPSP (910B)	3m 7s
training_8GPU_ISP	1m 26s
training_8GPU_ISP_CKPT	3m 22s
training_internlm2 (910B)	2m 35s
training_llama2 (910B)	2m 15s
	39m 19s