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[ Make FLAGS_einsum_opt as default ] Einsum memory optimization (#43397)
* change logic for optimize * modifty * optimize the backward speed of EinsumOp * add cache optimizer for einsum op * EinsumOp: fix new dygraph mode error * fix bug * change Cache->InnerCache * fix code * fix * add nan inf utils for einsum op * add as_extra * memory optimizer for einsum * update code
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