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Scope DeepCompile compiler state to graph and engine lifecycles#8159

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Scope DeepCompile compiler state to graph and engine lifecycles#8159
tohtana wants to merge 2 commits into
deepspeedai:masterfrom
tohtana:tohtana/deepcompile-compiler-lifecycle-standalone

Fix DeepCompile backward input ownership

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