…th_index) (#74547)

* [API-Compat] paddle.compat.split is added and tested

* [API-Compat] paddle.compat.split is rigorously tested

* [API-Compat] Make the forbid_keywords decorator transparent

* [API-Compat] Fixed decorator str input

* [API-Compat] More unittest & static graph check & updated decorator

* [API-Compat] Add paddle.compat.min/max and new PHI kernel (min/max_with_index)

* [API-Compat] Add compat.min/max EN doc

Attempting to fix integral type gradient computation (rejection)

* [WIP][API-Compat] Add dyna-graph unittests for min/max

* [WIP][API-Compat] Fixed CPU failure

* [API-Compat] Correct min/max_with index gradient behavior

* [API-Compat] XPU fix (attempt)

* [API-Compat] Updated ForbidKeywordsDecorator

* some create api support more usage (#74494)

* [API-Compat] Static Graph and CPU end debug

* [API-Compat] Resolved conflicts in decorator_utils.py

* [API-Compat] Added static graph min/max_with_index op check, simplified implementation

* [API-Compat] min/max static graph op test and out tensor support

* [API-Compat] Resolved merge conflicts.

* [API-Compat] Fixed CPU static graph bugs

removed split API for independence.

* [API-Compat] Resolved merged conflicts, add symbolic shape test.

* [API-Compat] Updated unittests

* [API-Compat] Update version year

* [API-Compat] Fixed min/max out mechanism

* [API-Compat] Try adding even more unittests.

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Co-authored-by: zhwesky2010 <1183042833@qq.com>