[xdoctest][task 181-183] reformat example code with google style in `sparse/multiary.py`,`distributed/auto_parallel/*` (#56665)

* [Doctest]fix No.181-183, test=docs_preview

* add env skip

[API Enhancement] No.6 support single `int` input in UpsamplingNearest2D and UpsamplingBilinear2D (#56470)

* enhance single int input in UpsamplingNearest2D and UpsamplingBilinear2D

* add unittest

* add unittest

* Update loss.py --refactored fluid_softmax_with_cross_entropy

* Update loss.py

【inplace api】Batch add inplace api gt_, ge_, lt_, le_, eq_, not_equal_, logical_and_, logical_or_, logical_xor_, logical_not_, divide_, floor_divide_, bitwise_and_ , bitwise_or_, bitwise_xor_, bitwise_not_ (#55509)

* tmp commit

* add atan2

* add inplace api

* fix error

* add inpalce divide

* add inplace api

* add more inplace

* add more inpalce

* fix logical_not error

* support sinh and cosh in cpu

* support asin, acos, atan, asinh, acosh, atanh in cpu

* fix typro

* fix typro

* mv out atan2 ldexp

* mv out atan2 ldexp

* support sinh and cosh in gpu

* support asin, acos, atan, asinh, acosh, atanh in gpu

* fix ge error

* fix dygraph commpare error

* fix dygraph commpare error

* check complex in python

* fix cast inpalce error

* open inplace test

* fix ops.yaml error

* mv cast inpalce to python

* fix coverage ci

* add last inplace

* fix inplace error

* fix cast error

* fix error

* add nan_to_num_

* fix typro

* fix sparse cast error

* remove gpu 4

* fix static cast error

* tmp commit

* add atan2

* add inplace api

* fix error

* add inpalce divide

* add inplace api

* add more inplace

* add more inpalce

* fix logical_not error

* fix typro

* fix typro

* mv out atan2 ldexp

* mv out atan2 ldexp

* fix ge error

* fix dygraph commpare error

* fix dygraph commpare error

* fix cast inpalce error

* open inplace test

* fix ops.yaml error

* mv cast inpalce to python

* fix coverage ci

* add last inplace

* fix inplace error

* fix cast error

* fix error

* add nan_to_num_

* fix typro

* fix sparse cast error

* remove gpu 4

* fix static cast error

* fix cast error

* fix

* Revert "check complex in python"

This reverts commit c822064261d774dd58ad46a4f90ba8b467700a05.

* add renorm , fix error

* add coverage

* fix cumsum inpalce version error

* add cast inpalce impl

* rm test.log

* fix multiply_dyfunction and add multiply_backward test

* add and use is_same_tensor

* fix typro

* fix sone error

* fix typro

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Co-authored-by: NScotty <jmhgchn@gmail.com>
Co-authored-by: NScotty <527407973@qq.com>

[xdoctest][task 213,215-217] reformat example code with google style in `python/paddle/distributed/fleet/base` (#56651)

* [xdoctest][task 213,215-217] reformat example code with google style in python/paddle/distributed/fleet/base

* fix output as comments

* fix eval_loss bug in parallelizer_v2.py

* fix fetch problem in pass_utils.py

* Fix: The number of times to recursively compute the difference supports any number

* Fix: use pre-commit to format code

* support ir api form prim

* convert vector of int to intarray

* add reference of lbfgs

* add reference of lbfgs

* support ir api for prim

* Add more gen api

* concat python api to concat_grad

* fix gen conflict

* support vjp prim mode in new ir

* remove useless code

* add vjp autogen v1.0

* add test for prim

* resolve type conflict

* modify utils

* remove useless code

* add split op and modify some bug of vectorType

* fix conflict

* add concat python test

* add split python api to vjp

* modify build bug

* modify run bug

* fix conflict bug

* build bug fix

* modify python api bug

* modify test

* fix conflict

* fluid backward recover

* recover conflict

* reply review comments

* modify opruntimeinfo num

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Co-authored-by: Ncyber-pioneer <chenzhuo@tju.edu.cn>
Co-authored-by: NCharles-hit <wanghao107@baidu.com>
Co-authored-by: N0x45f <wangzhen45@baidu.com>
Co-authored-by: Nchenzhiyang <1792266893@qq.com>
Co-authored-by: NChen Zhiyang <chenzhiyang99@126.com>

* support new ir load combine

* update

* polish code

* remove print

* update

* update

* update

* polish code

* fix bug

* polish code

* fix compile bug

* fix bug

* revert code

* remove useless code

* polish code

* fix pylayer py39 mem leak

* LGTM

* [Doctest]fix No.125-137, test=docs_preview

* [Doctest]fix No.125-137, test=docs_preview

* fix codestyle

* resolve conversation

* change Example

* fix example format...

* fix my stupid fp16

* fix codestyple

* [Doctest]fix No.293-296, test=docs_preview

* empty commit

* code style

* empty commit

* fix timeout

* fix timeout

* modify sum with divide net bug mutablesttribute

* delete prin

* pulish backward

* pulish backward

* fix test bugs

* delete code

* auto mixed precision inference support white list

* update

* update

* update

* move down identity_op_clean_pass

* fix code style

* add_bias_and_simplify_mmha

* [Doctest]fix No.144-149, test=docs_preview

* fix timeout

* Update parallel_with_gloo.py

* xdoc

* Update input.py

* Update input.py

* Update gather.py

* Update broadcast.py

* Update batch_isend_irecv.py

* Update all_to_all.py

* Update all_reduce.py

* Update all_gather.py

* rollback

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* fix: refine code examples

* fix: refine detail

* refactor: refine detail

* refactor: refine detail

* fix: refine code style.

* Update python/paddle/incubate/autograd/functional.py

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

* modify feed_data for dataloader in pipline parallel mode

* add pre-commit

* remove read op, use feed op

* fix validate batch_size

* tiny fix

* support catch EOFException

* fix conflict

* fix conflict

* fix executor if cond

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Co-authored-by: Frida-a <2624653516@qq.com>

* bind python interface for pass manager

* add ut

* revert unused change

* shard_tensor support static graph

* add comments

* add dy2static ut

* use property in c++ side

* modify sum with divide net bug mutablesttribute

* delete prin

* check_unregistered_ops

* fix

* [prim][newir] add basic framework for primitive

* support desctensor in new ir

* add vjp interface

* support vjp in new ir

* support vjp in new ir

* polish vjp interface

* fix stop_gradients set

* fix vjp dispatch

* add comment

* add vjp test for new ir

* add test for tanh vjp

* [prim][newir] add basic framework for primitive

* support desctensor in new ir

* support vjp in new ir

* support vjp in new ir

* polish vjp interface

* fix stop_gradients set

* fix vjp dispatch

* add comment

* add vjp test for new ir

* add test for tanh vjp

* add eager and static backend for warp lower level api

* support call_vjp pybind

* polish code and add test for vjp

* remove useless code

* polish code

* remove useless code

* support mean vjp

* backward origin code

* add test for mean vjp and support has_vjp function

* fix call_vjp

* polish code

* add attrs and dtype interface

* add primitive ops set for backend

* fix compile bugs

* fix some bugs

* fix windows bugs

* add vjp test for tanh_

* fix inference CI

* fix inference ci

* modify fluid cmake

* origin test of tanh and mean passed

* fix conflict

* modify stop_gradient

* remove useless deps

* add cmake

* modify block.ops

* modify test

* fix conflict

* reply review comments

* reply review comments

* pulish code

* fix comment

* fix test

* polish code

* modify backward stop_gradients

* modify static_backend.cc

* refactor grad_op

* support add and add_inplace vjp

* remove useless code

* remove useless code

* remove cout

* modify add_n

* modify add_n with add_vjp test

* modify add_n with add_vjp test

* fix conflict and concat call_vjp

* modify backward test

* Add more gen api

* modify split kernel pass

* modify concat api

* modify builtin split bug

* delete vlog

---------
Co-authored-by: Ncxxly <chenxx_id@163.com>
Co-authored-by: NCharles-hit <wanghao107@baidu.com>
Co-authored-by: Nzhangbo9674 <zhangbo54@baidu.com>
Co-authored-by: NYuanRisheng <yuanrisheng@baidu.com>
Co-authored-by: N0x45f <wangzhen45@baidu.com>

* 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

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

* 203

* 204

* 205

* 206

* 207

* 208

* 209

* 210

* 211

* Update all_to_all.py

* Apply suggestions from code review

* refine new ir flag check

* simplify

* simplify

* fix

* 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/*