[Cherry-Pick][AutoParallel] auto_parallel cherry-pick to release2.4 #47128
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* [Auto Parallel] Imporve the user-defined fetches and logging * [Auto Parallel] Make Engine class callable * [Auto Parallel] Update the data loading of tuner
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* [AutoParallel] fix dist_split * add unittest * update cmakelist
* [AutoParallel] fix reshard when train with eval * fix mppp
…addlePaddle#46387) * update comp cost and completion for gpt auto search * add unittest
… API (PaddlePaddle#46633) * [Auto Parallel] Unify the logger and outputs of Engine API * [Auto Parallel] Fix the bugs of to_static * [Auto Parallel] Adjust the test_to_static.py
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* [Auto Parallel] Suppport different dataloaders * [Auto Parallel] Add num_shards config for dataset * [Auto Parallel] Unify the logger and outputs of Engine API * [Auto Parallel] Fix the bugs of to_static * [Auto Parallel] Adjust the test_to_static.py * [Auto Parallel] Add the prepare API and replace __call__ with run * [Auto Parallel] Improve the private implementations of Engine * [Auto Parallel] Set capacity of dataloader for opt tuning * [Auto Parallel] [WIP] Change the fine-grained API * [Auto Parallel] Improve APIs to support different user cases * [Auto Parallel] Add removed config * [Auto Parallel] Add imports * [Auto Parallel] Fix bugs for to_static * [Auto Parallel] Remove unnecessary imports
* for gpt-gen * fix reshard * adapt assign and shape op * add dist_assign & unittest * add conditional block unittest * rename unittest
* [Auto Parallel] Fix the bug for None labels * [Auto Parallel] Fix the completion bug
* [AutoParallel] add callbacks * fix unittest * fix dist_context * fix engine * fix cmakelist * fix unittest's returns * fix cmakelist
* add cost interface * update inferface and add unittest * update unittest * update inferface
* add parallel tuner * add unittest * fix unittest * set timeout of unittest * set unittest timeout * fix auto_mode setting * update unittest * sync from develop and update unittest * remove unused import * update unittest * update cmakelist * add unittests
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