Zhenzhong/Mix Sparse and dense transpose mode for Neural Engine graph (#221)

* Added script for creating BSR sparse matrices

* added two reorder nodes for the specific innerproduct node.

* reorder_pre -> reoder_recover

* modify the post node of Mul_151

* modify

* insert reorder nodes for the single node

* refactor

* bug fix

* add fusion 2

* add fusion_3 v0.1

* done v0.2

* fix the bug

* cleancode

* v0.2

* add node_name_list

* v1.0

* cleancode

* cleancode and modify the function of type check

* cleancode

* v1.1

* add a folder

* v1.1

* cleancode

* cleancode

* cleancode

* cleancode

* cleancode

* add unittest

* modify unittest

* modify unittest

* fix a bug: single node insert wrong

* modify codes

Co-authored-by: Xu, Zhenzhong <[email protected]>

Author: Eason9393