* [Doctest]fix No.80-85, test=docs_preview

* test=docs_preview

* test=docs_preview

* test=docs_preview

* test=docs_preview

* test=docs_preview

* test=docs_preview

* fix

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* test=docs_preview

* test=docs_preview

* test=docs_preview

* test=docs_preview

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

* add docstring of three eager method

* test=docs_preview

* update element size bind

* update docs of numpy, clone, clear_gradient, element_size; test=docs_preview

* refine clear_gradient docs; test=docs_preview

* refine element_size docs; test=docs_preview

* add detach doc; test=docs_preview

* empty commit; test=docs_preview

* update signature; test=docs_preview

* refactor; test=docs_preview

* empty commit; test=docs_preview

* add docstring of Tensor

* empty commit; test=docs_preview

* refine TensorDoc; test=docs_preview

* refine TensorDoc; test=docs_preview

* remove extra indent in TensorDoc; test=docs_preview

* remove a space; test=docs_preview

* move docs ahead of implementation; test=docs_preview

* refine

---------
Co-authored-by: Nwj-Mcat <1435130236@qq.com>
Co-authored-by: NSigureMo <sigure.qaq@gmail.com>

* [clang-tidy] modernize-avoid-c-arrays

* rollback

* [clang-tidy] fix

* close modernize-avoid-c-arrays

* fix PHI_DEFINE_string; add PHI_DEFINE_bool NOLINT

* fix PHI_DEFINE_string

* fix next_h_state and parity err

* fix win32

* fix cuda_graph

* fix accuracy_kernel

* fix math_function

* fix fused_softmax_mask_kernel.cu load_data and warp_reduce; rollback concat_and_split_functor ins_addr

* fix fused_dropout_add_grad_kernel

* fix

* rollback cu

* rollback concat_and_split_functor.cu

* rollback

* add interface

* add code

* add code

* add code

* add code

* fix bug

* fix bug

* add var prefix

* add code

* add code

* add code

* fix compile bug

* fix bug

* refine code

* refine code

* refine code

* refine code

* fix bug

* add code

* add code

* fix bug

* add code

* add code

* refine code

* refine code

* fix bug

* add code

* fix bug in phi__kernel_utils

* refine code

* fix bug

* open flag

* refine code

* fix bug

* fix bug

* refine code

* fix bug

[Inference] Replace groupNorm when data types are bf16 and fp16, and data format is NHWC implementation. (#55399)

* finish

* cpergroup odd

* fix bf16

* single channel

* code style

* jingdu duiqi

* add head_file

* add bf16 head file

* bf16 2

* bf16

* bf16 head

* bf16 compile

* py test

* bf16 compile

* bf16 compile

* unset py test

* nhwc

* test

* mean var

* bf16 success

* su

* ctest success

* use is_same_as

* is_same

* use is_same

* rtol

* gpu_stream

* del sigmod

* fix bfloat16 type

* use cuda_bf16_hpp

* use_cuda_arch

* bfloat162float2

* del inplace_tol

* del max_releative_tol

* temp store

* jingdu duiqi

* temp store

* plugin

* jingdu duiqi

* duiqi

* include cuda.h

* del half

* half single

* ci

* add const

* ci

* cudamemset

* del printf

* fp16 test

* add half compute

* del br16 ci

* del ci

* ci approve

* del fluid include

* fix security bug

* fix security bug

* [Doctest]fix No.21, test=docs_preview

* Revert "[Doctest]fix No.21, test=docs_preview"

This reverts commit 76bcdb280e254d682be6fc6f85588f1940bb1ade.

* [Doctest]fix No.21, test=docs_preview

* fix bugs,test=docs_preview

* [Doctest]fix No.22-24,26,27, test=docs_preview

* update fix

* with pre-commit, test=docs_preview

* fix seed, test=docs_preview

* fix error, test=docs_preview

* fix seed, test=docs_preview

* fix seed, test=docs_preview

* [Doctest]fix No.48&49, test=docs_preview

* remove end of lines

* fix_codestyle

* Update autoparallel DistributedDataLoader

* add places for engine.dataloder()

* add ir core

* add test

* modify name

* merge

* add test for __eq__

* shield  test for __eq__

* --amend

* Update new_ir_compiler.cc

* move prune_gate_by_capacity to phi

* fix

* fix registe info

* remove useless codes

* done replaced in d2s models, except lac/transformer/sentiment

* replace cinn_test

* fix d2s transfomer model

* fix cinn model ut

* new ir support print op

* fix gpu bug

* fix bug

* update

* remove layout to string

* remove usless header

* polish code

* fix bug

* posolis code

* skip inplace check for new ir

* program id combine inner scope pointer

修复Paddle With CINN 执行 python单测下op_mapper 时报gflags符号undefined问题。

* del python varbase

* use string as key for comm_context_manager

* remove device_id from comm_context

* add ir output check in OpTest

* add ir grad check in op test

* fix legacy name converter bug

* add more unittest

* fix

* fix warprnn op bug

* add whit list

* polish code

* polish code

* fix unique and close op bug

* fix bug

* update

* fix new ir unique is close bug

* remove useless code

* use new stringattr api

---------
Co-authored-by: Nkangguangli <kangguangli@hotmail.com>
Co-authored-by: Nzhangbo9674 <zhangbo54@baidu.com>

* test close old dygraph trace