* Implement optimized kernel for OP-expand_as.

* Support fp16.
Co-authored-by: Timber-Ye <ye_hanqiao@163.com>
Co-authored-by: NBrianQian1999 <brianqianhitsz@gmail.com>

* remove fp16 support

* remove MAX_RANK_SUPPORTED

---------
Co-authored-by: NBrianQian1999 <brianqianhitsz@gmail.com>

* remove hccl in .py files

* remove ascend in setup.py.in

* remove ascend in setup.py

* add register info for eigh and eig_gard

* add sync_batch_norm_op.cu register info

* add lamb output register info

* add unique register info

* change type name

* change type name

* add output register info for check_finite_and_unscale

* update cmake and config file

* add register info for adagrad

* fix build error

* add sync to run_unittests.sh

* add register info for unique_consecutive

* fix build error

* add eigh to STATIC_BUILD_TESTS

* update eig_kernel.cc

* update eig_kernel.cc

* fix infer mate error

* fix unique register error

* fix lamb register info error

* fix lamb register info

* update lamb register info

* fix lamb

* remove one Output Register

* update static build file

* add eigh op to disable_wingpu_test

* update run_unittests

* [CustomDevice] fix custom cpu unittests failure when multiple python exist in CI

* Update test_custom_op_setup.py

* [AMP OP&Test] Sync_batch_norm support bfloat16

* fix

* fix

* add o2 tune

* add unittest

* fix error

* set unittest timeout

* delete SupportNPU(), SupportMLU()

* delete npu branch

* Add digamma, dirichlet tests

* Fix code

* add erf FP16 test

* apply gcc12 to py3-ci

* apply gcc12 to py3-ci

* apply gcc12 to py3-ci

* test

* test

* test

* test

* make mirror

* test

* test

* test

* test debug

* test

* update cuda to 12

* update cuda to 12

* update cuda to 12

* apply gcc12 to py3

* fix gcc12 problem

* test

* apply gcc12 to py3

* test

* test

* test

* apply gcc12 to py3

[Zero-Dim] support 0-D tensor for reduce/reshape/stack/prelu/expand_v2/gaussion onednn kernels (#52185)

* support 0-D tensor for reduce/reshape/stack/prelu/expand_v2/gaussion ops

* fix gaussian random mkldnn op ut

* [Decouple enforce.h] Move LOG from enforce.h to enforce.cc

* update cmake of device_context.cc, solve cuda_device_context_allocator.h compile error

* add namespace inside macro

1. modify set_value op, use Scalars to represent attr `values`, instead of a bunch of attributs of various types; (#52408)

2. add program converter and set_value op as an example, which provides the functionality to convert `paddle::framework::ProgramDesc` between old and new formats(the differences are mainly some operators with incompatible updates in the definition);
3. program version and operator version map now are always saved when serializing `paddle::framework::ProgramDesc` to identify the version;
3. provide an option `legacy_format=false` in  serialization of `paddle::framework::ProgramDesc`, it decided whether to convert ProgramDesc back to a legacy format, which is compatible for paddle 2.4.2 or earlier versions to load and execute;
4. deserialization of `paddle::framework::ProgramDesc` is now automatically detecting whether the bytes it receives is in legacy format(contains any of the operators that has been incompatibly updated and have any attribute of type `Scalar`) and convert it to new format. But if you want a faithful deserialization without the automatic conversion, you can use protobuf's deserialization instead. Though it is not recommended, it can be used for the purpose of testing.

* [phi] move sequence_pool kernel to phi

* [phi] mv sequence_pooling to phi funcs

* [phi] mv sequence_pooling_test

* [phi] RollBACK `paddle/fluid/operators/sequence_ops/sequence_pool_op.cc`

* [phi][funcs] fix mutable_data

* [phi][funcs] fix mutable_data

* add kernel functions

* update kernel functions

* update func parameters' name

* create codes for gpu device

* 调整文件位置

* fix include error

* remove dependent files to phi/

* restore fused_attention_op.cu

* fix dependence errors

* fix dependence errors

* fix include error

* fix all depandence errors[build success]

* remove useless include

* recover useless include

* use phi::ToNCCLDataType

* fix namespace

* update new register code

* fix error in fused_gemm_epilogue_utils

* fix error in FusedAttentionKernel parm

* finish fused_attention registe code[build success]

* add paddle::optional

* add sig file

* fix build error

* fix a include error

* 恢复正向代码

* update CMkaeList

* trans Compute function to phi [build success]

* add register code and fix include error [build success]

* fix parameter sequence

* add include file

* update #if before include

* update #if before include

* fix grammly error

* update codes for DropoutParam

* remove const cast

* trans some fluid api to phi api

* remove const cast

* trans some fluid api to phi api

* add #if

* update test code

* update test codes

* recover test codes

* fix namespace and remove fluid include

* recover random seed

* remove fluid quant_helper

* fix include error

* include utils in funcs

* change include file

* move grad codes back to fluid floder

* move grad codes back to fluid floder

* fix sig file error

* update include

* recover codes to develop

* update register codes

* fix build error

* recover fluid include

* remove some fluid include

* remove some fluid include

* Update fused_attention_op.cu

* remove fluid include

* add some fluid include

* Update fused_attention_op.cu

* Update fused_attention_op.cu

* Update fused_attention_op.cu

* Update fused_attention_op.cu

* remote useless include

* test,test=develop

* test,test=develop

* test,test=develop

* add more infer var type

* fix split error

* fix ut

* fix top_k infer vartype

* fix top_k infer vartype

* support uint16 python op in d2s

* convert uint16 -> bfloat16 in docstring

* Unify the static amp codes of fp16 and bf16.

* Polish apis and add unittest.

* Add operator stats collecting tools for program.

* Add the check of number of bloat16 operators in unittest.

* Add warning for operator not supported for amp.

* Add testing of BF16 O1 and O2.

* move paddle_ir_test to test_ir

* fix bug

* fix bug