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Add an opt-in DeepEP transport for the AutoEP expert all-to-all - #8213

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Add an opt-in DeepEP transport for the AutoEP expert all-to-all#8213
yh0903 wants to merge 8 commits into
deepspeedai:masterfrom
yh0903:autoep-deepep-backend

Agree the DeepEP buffer size once per shape rather than per layer

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