[xdoctest][task 292] reformat example code with google style in `python/paddle/nn/functional/norm.py` (#56825)

* Update communicator.py

* xdoc

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* fix var order in paddle.jit.save

* support complex/bfloat16 for scale in static-mode

* input.py

* Update python/paddle/nn/functional/input.py

* Update input.py

* Update all_gather.py

* Update all_gather.py

* xdoc

* Apply suggestions from code review

* Update python/paddle/distributed/models/moe/utils.py

* Apply suggestions from code review
Co-authored-by: NNyakku Shigure <sigure.qaq@gmail.com>

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

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

[xdoctest][task 239] reformat example code with google style in `python/paddle/incubate/asp/asp.py` (#56731)

* [Doctest]fix No.239, test=docs_preview

* fix style

* xdoc

* Update python/paddle/tensor/einsum.py

* Update einsum.py

* Apply suggestions from code review

* Update einsum.py

* Apply suggestions from code review

* for verify

fluid operator support new comm library

* u

* u

* u

* compatiable new comm library upgrade for c_allgather, c_reduce, c_reduce_scatter and c_scatter.

* Remove useless comments in process_group.py

* Polish code style.

* Fix some problems.

* Remove use fluid api in phi comm_context_manager.

* Add PPADDLE_WITH_CUDA and PADDLE_WITH_NCCL micro judgement.

* Fix bug of HIP architecture.

* Fix some problems.
1. remove useless loggings.
2. Fix conditional compilation for HIP.
3. Fix problems of test_pass_generation_pipeline.py. It calls paddle.distributed.init_parallel_env() at first,
then auto.Engine calls _init_comm(), which will calls process_group.instantiate(). However, init_parallel_env() will call
paddle.distributed.barrier(), it will call CreateNCCLEnvCache and create corresponding NCCLCommContext. But dev_id is not
set, as a result, NCCLCommContext's dev_ctx is not initialized.

* Fix some problems.

* Polish code.

* Polish code.

* Revert compatiable upgrade for communication operators. Their upgrades
will be submitted in another PR.

* Remove StaticTCPStore.

* Remove useless modification.

* Remove useless set_cuda_device_id.

* Polish code.

* Remove fluid header files in phi files.

* Remove useless comments.

* Fix problems of hip arch.

* Fix some problems.

* Polish code.

* Polish code style.

---------
Co-authored-by: hitywt <yuwentao126@126.com>

* support prim all in new ir

* process makefile

* fix rule bug

* polish case

* fix flag

* fix rules bug

* 【complex op】No.6 add complex support for logical_and/or/xor/not

* fix dtype check

* modify the docs

* add special condition for not raise when x.dtype is complex

* add random generate for complex dtype

* fix generate for complex

* fix

* fix

* add corner case for complex type

* fix ut

* fix ut

* fix sample code

* fix bug

* fix bug

* Update regularizer.py

* Update __init__.py

* Update decorator.py

* fix code-style

* weight_norm_hook

* Update weight_norm_hook.py

* Update weight_norm_hook.py

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

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

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

* xdoc

* Apply suggestions from code review

* Apply suggestions from code review

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

* Update dlpack.py

* Apply suggestions from code review

* Apply suggestions from code review

* xdoc

* Apply suggestions from code review

* Apply suggestions from code review

* 240

* fix bugs

* fix bugs

* support cum & multinomial for dcu

* rm commt

[xdoctest][task 200] reformat example code with google style in `python/paddle/tensor/creation.py` (#56685)

* [Doctest]fix No.200, test=docs_preview

* fix output

* add retain_grads

* fix style

* modify test comp grad

* modify test comp grad

[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

---------
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

---------
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