[ New Feature ] test_compiler 优化 (#240)

* CONTRIBUTE_TUTORIAL_cn.md

* Handle big int tensors by converting to sparse COO

* Update utils

* Update utils

* Update utils

* Update utils

* Update utils

* Update paddle test compiler

* Add compilation_duration display

* resolve conflict

* Update test compiler

* feat: add stuctured json output in test compiler

* revert paddle test compiler

* rename 16:36

* rename performance_eval.py

* rename performance_eval.py

* Optimize configuration record in .json

* Optimize configuration record in .json

* Optimize configuration record in .json

* Optimize configuration record in .json

* Correct warmup

* Update

* Update

* Update

Author: JewelRoam