[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen into pd_op_vjp.cc (#56352)

* [NewIR]Prune Inference Library Size and Remove IR Dialect

* remove options

* add NOT_FOR_INFER

* fix pd_vjp.cc

* polish deps

* fix code style

* fix unittest

* fix cmake

* fix inference CI

* add code

* fix bug

* fix bug

* Fixed a mismatch between Chinese and English documents for the CrossEntropyLoss #50424

* Update python/paddle/nn/layer/loss.py
Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

* Update python/paddle/nn/layer/loss.py
Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

* update fix

* update fix

* Uniform Context Format

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Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

Support to dump information in stages according to the fusion group during the compilation process, instead of after the compilation is completely completed.

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* Update all_to_all.py

* Apply suggestions from code review

* [NewIR]Add approve list for Inference library size growth

* test=document_fix

* fix inplace with set_parameter

* fix bug

* fix bug

* fix bug

* fix bug

* fix bug

* refine code

* refine code

* support ir fill constant

* Integrate quantize/dequantize linear and add config for explicit quantization

* Fix the build error

* Add macro for TRT version < 8.0

* Remove qdq UT from windows

* Fix UT failure

* Check TRT version in qdq UT

* Test tensorrt_explicit_enabled API

* Disable QDQ UT if TRT version < 8.5

* Add quantization postfix into public APIs

* Apply code formatter

* Fix the UT failure for explicit quantization

* Apply code formatter on modified files

* Correct the year in copyright

* refine new ir flag check

* simplify

* simplify

* fix

* fix coverage compile error

* test

* [Change] make xdoctester multiprocessing

* [Add] add timeout directive

* [Fix] fix code-block

* [Fix] add ubelt requirements

* [Fix] patch xdoctest in __init__

* [Fix] codestyle

* [Change] restore metric.py

This reverts commit 422a565d.

* modify tensorrt ci timeout

* activation ci bug fix

* Update CMakeLists.txt

* Update CMakeLists.txt

* comment out  int8 mode test_trt_dynamic_shape_groupnorm

* fix test_sync_batch_norm_op Segmentation fault

* fix timeout

* Update CMakeLists.txt

* Update backend.py

* transform_parameters

* Update transform_parameters.py

* Update transform_parameters.py

* Update transform_parameters.py

* Update transform_parameters.py

* Update python/paddle/nn/utils/transform_parameters.py

* Apply suggestions from code review

* Apply suggestions from code review

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* [xdoctest][task 171-180] reformat example code with google style in audio/*

* fix: updated code examples.

* fix: added paddle.seed

* fix: updated code style

* Apply suggestions from code review

* refactor: refine detail of code examples

* Update python/paddle/distributed/auto_parallel/static/process_mesh_v2.py

* fix: refine detail

* fix: refine detail

* Update python/paddle/distributed/auto_parallel/static/process_mesh_v2.py
Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

* refactor: refine detail

* refactor: refine detail

* fix: refine doc

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Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

* support ir api form prim

* support ir api for prim

* support vjp prim mode in new ir

* remove useless code

* remove useless code

* auto code generator for primitive vjp methods

* add vjp and backend manual and fix segment fault

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Co-authored-by: Ncyber-pioneer <chenzhuo@tju.edu.cn>
Co-authored-by: Ncxxly <chenxx_id@163.com>

* fix openssl bug

* fix openssl bug

* fix openssl bug

* test

* upgrade openssl version

* fix

* fix

* update

* fix openssl bug

* fix

* Update ci_dockerfile.sh

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Co-authored-by: NYUNSHEN XIE <1084314248@qq.com>