…dle#75062)

* fix merge_state_dict with aoa and offload

* add tests

* refine

* fix

* fix

* add log

* fix

* fix

…unication (PaddlePaddle#75282)

* upgrad macros and load_state_dict comm task

fix

fix

support 0-d tensor

fix

balance save and fix

* fix test

…75067)

* fix the share_weight_bug

* add note

* add the unit test

* set the timeout

* add more test

* Trigger CI rebuild

* fix the CmakeLists

fix and add test

fix

fix

fix

fix cmakelists

add notion