* [tools] Add CI for assert allclose.

* fix

* fix \s

* update

* rm demo1

* add demo1

* fix

* rm demo;test=document_fix

* Move compare_raw_kernel to legacy

* fix

* Update compare_kernel.cc

* Move compare_raw_kernel to legacy

* [CINN] Schedule error message optimization

* format code style

* add test

* fix format

* using CINN_THROW and using flags

* optimize error msg

* do not use abtract class of error hanlder

* fix header

* Support AMP program for onnx QAT API

* Integrate QAT into distributed optimizer

* Reduce the size of test data and increase time limit

* Use logger and reduce time limit of unittests

* Rename and move unittest into fleet test

* Test qat_init API

* new group fuse pass api

* fix header

* update

* change logic of get master node to fix bug

* revert update for ReduceFuseReduce

* modify according review

* modify by review

* refine

* update

* fix code-format

* add check of input tensors in Yaml

* fix bug of code-gen for opmaker

* fix bug

* fix protobuf problem

* fix protobuf problem

* [CINN] comb the op lowering code

* [CINN] format code of OpLower

* add matmul int8

* fix edit distance bug

* add op define kernel data type

* fix bug

* update

* add header

* add op test to cmake

* modify the accuracy checking framework of bf16 optest, including both of forward and backward

* [NewIR]Disable copy and assign for Operation

* add macros.h

* resolute input sharding conflict maybe

* fixed comment

---------
Co-authored-by: NYichen Zhang <zhangyichen03@baidu.com>
Co-authored-by: Nzhiqiu <chenqiuliang@baidu.com>

* fix new ir expand op

* fix count bug

* remove useless code

* rewrite identity_op_clean_pass

* fix

* adjust identity_op_clean_pass order in gpu passes

* fix ut

* add macro to avoid llm.int8 build error

* fix ci

---------
Co-authored-by: Nwufeisheng <wfs1997@163.com>

* [CustomDevice] fix release error for process_group_custom

* update

* refine program translator

* fix warning: not override

* fix bug

* merge new modifications

* modify by reviews

* resolve conflicts

* resolve conflicts

* fix

* fix

* update

* support selected rows

* update

* add selectrows

* fix bug

* add ut

* refine code

* refien code

* update

* update

* support selected rows

* support selected rows

* support dense tensor

* remove useless code

* polish code

* remote standalone executor test

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

* squash pick the poc code
* fix build after rebase
* fix int8 conv and fc uts
* Fix and clean-up Get_SRC_Scale_Memory
* fix floating point fc uts
* fix test_analyzer_int8_googlenet
* test_analyzer_int8_mobilenetv1
* fix int8 mobilenet v2 and v3
* fix build error after rebase
* [oneDNN] rename library version
* fix conv bias datatype
* try to fix import error
* fix rebase error
* [oneDNN] pack library into python wheel
* add MKLDNN_SHARED_LIB_3 to env_dict
* fix test_analyzer_bert
* fix fill_constant op kernel
* fix ernie and matmul op ut
* fix softplus ut
* fix conv+relu6 fusion ut
* fix hardswish fusion
* fix quant+transpose fusion ut
* fixsgd ut
* fix int8 matmul with flatten
* fix fc+scale fusion
* fix conv/matmul+gelu fusion uts
* fix rebase error
* Revert "fix conv/matmul+gelu fusion uts"
This reverts commit 47eb5e49972bd8f7271a233def9bfb3e98ce78e1.
* upgrade to onednn v3.1
* remove older version onednn
* use densetensor::data() for achieving mean and var in layernorm impl
* comments for atol of integer tests
* fix clang-format
* Revert "remove older version onednn"
This reverts commit 783e57ddfd4401254596eae7d47adb9b03590c09.
* improve binary handle
* fix expand kernel
* Revert "use densetensor::data() for achieving mean and var in layernorm impl"
* always use forward_inference for conv
* remove activation scales
* rollback changes to mkldnn.cmake
* address comments
* port changes to dequantize kernel
* fix merge error
* fix fused_elementwise_kernel
* upgrade onednn version to v3.1.1
* fix some approval error
* fix error msg format
* remove old onednn libs
* try to fix symbolic link issue
* fix cinn test case segfault
* do not explicit link test with onednn
* remove unnecessary changes
* integrate CINN with onednn v3
* link with mkldnn project
* fix cinn build file

---------
Co-authored-by: NTomasz Socha <tomasz.socha@intel.com>
Co-authored-by: NChen, Xinyu1 <xinyu1.chen@intel.com>
Co-authored-by: Ntianshuo78520a <707759223@qq.com>

* [clang-tidy] enable readability-container-size-empty check

* fix test_custom_kernel Failed

* add clang-tid-10 in dockerfile

* add clang-tidy in dockerfile

* fix bug

* support sharding parallel

* fix name

* fix

* update

* test amp for sharding

---------

Co-authored-by: pangengzheng <pangengzheng.baidu.com>

* DOCS: Adding imformation about datatype in math.py

* replaced uint16 with bfloat16.

* format correction

* variable names adjustment

* variable names adjustment, name-->type, value-->sub_program

replace the AdagradOptimizer 、adamaxOptimizer、AdadeltaOptimizer、RMSPropOptimizer、LambOptimizer and Momentum (#54152)

* replace the AdadeltaOptimizer with Adadelta

* replace the RMSPropOptimizer with RMSProp

* replace the LambOptimizer with lamb

* replace the momentum in contrib/optimizer.py with Momentum in python/paddle/optimizer/momentum.py

* fix bug

* fix bug

* fix bug

* fix bug of Lamp

* fix bug of Lamp

* fix bug of import

* replace the AdamaxOptimizer with Admax and change the optimizer base for AdagradOptimizer

* fix bug

* fix bug

* Update optimizer.py

* fix bug

* fix bug

* add rmsnorm kernel
* add static graph test
* fix round type
* use alignas to avoid msvc compile error
* remove redundant headerfile to avoid rocm compile error
* fix rocm compile not found cub
* Add document

* suport optional input in new_ir

* polish code

* add coverate test

* update

* update

* add unitest

* remove reduplicate code

* udpate

* fix assign error

* revert test arg min max

* update

* fix bug

* polish code

* update

* fix unique and close op bug

* update

* update

* revert test code

* revert unique test

* polish code

* remove useless code

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

* fix bug

* fix bug

* fix bug