e2e_transferqueue

[megatron] fix: missing model offload to CPU for forward_only mode (#… #3138

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Run time

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Job	Run time
setup	9s
e2e_transferqueue_fsdp	4m 34s
e2e_transferqueue_megatron	4m 39s
cleanup	6s
	9m 28s