Add paddle.geometric.weighted_sample_neighbors API

* [Zero-Dim] update 0d tensor api en doc, test=document_fix

* [BUG] fix windows kernel dispatch of _lzcnt bug (#53728)

This PR add data_type for selecting which arg's datatype to instantiate template type T for index_put kernel
Related PR #53652

This PR add index_put api for paddle

cherry-pick #53659

Revert argsort to the version without full sort algorithm implemented

* Support different dtypes of inputs for broadcast for dropout optimization  (#52093)

* change judgement for DropoutGradGPUKernelDriver

* add UnrollerWithoutVecSize and after this Loaddata to be refined

* pass unittest

* use same unroller with XPU

* BroadcastWithInt64Index

* BroadcastDataLoader template partial specialization

* fix compile errs in ROCms

* PR comment

* dropout_nd_optimization (#51479)

* with printf

* add DropOutNdForwardKernel

* PR comment

* Dropout optimize & clean broadcast inT and ElementwiseType (#52969)

* change judgement for DropoutGradGPUKernelDriver

* add UnrollerWithoutVecSize and after this Loaddata to be refined

* pass unittest

* use same unroller with XPU

* BroadcastWithInt64Index

* BroadcastDataLoader template partial specialization

* fix compile errs in ROCms

* clean ElementwiseT and InT for BroadcastKernel

* default axis and clean inT

* remove redundant fast divmod computation

* optimize drop_nd & drop_nd_grad

* optimize BroadcastDataLoader bf16 fp16

* rm InT etc. after merge develop

* delete constexpr for windows ci

* fix conflict

* fix conflic with develop

* fix conflic

* new clean

* clean

* Fix xpu2 kp compile error (#53548)

* fix conflict

* conflict

Cherry pick fused linear

* add complex support for  optest

* add complex grad test

* append one

* move some debug info

* move some debug info

* move some debug info

* move some debug info

* add more complex test

* Fix naming ambiguity

* Revert "add more complex test"

This reverts commit dbcb0516b8e53ba42e2d6089878a39b395345969.

* change backward gradient, add TODO

Cherry-Pick: #53582
修改内容：在除法out = x / y中，将y的反向公式由dy = -dout * out / y 改为 dy = -dout * ((x / y) / y)
修改原因：使用result作为反向的输入，在低精度的时候本身cast之后就会存在一些精度损失，所以重新计算后才是更准确的结果
修改影响：此改动可以使结果更精确且对性能影响忽略不计

* Add fused_gate_attention API. (#53432)
* Add PADDLE_THROW in take_along_axis kernel when the datatype of index is wrong. (#53556)

* add 0D output support for inalg.slogdet,test=allcase

* fix zerom dime test error test=allcase

* fix test error test=allcase

* add static backward test, test=allcase

* support_0D_output_for_matrix_rank_multi_dot, test=allcase

* add 0D output test for matrox_rank and mutli_dot test=allcase

* fix assert error ,test=allcase

* fix test error, test=allcase

* fix other test error, test=allcase

* fix other test error, test=allcase

* fix test error, test=allcase

* fix matrix_rank and multi dot test err test=allcase

* fix test error test=allcase

* fix test zero dim test, test=allcase

* add static backward test for multi_dot, test=allcase

* add tol 2d broadcast test case, test=allcase

* fix test error test=allcase

* fix test error test=allcase

* test=allcase

* support_0d_output_for_linalg.norm

* fix test error test=allcase

* fix 0D test

* fix test error test=allcase

* fix test error test=allcase

* fix tets,test=allcase

* fix error,test=allcase

* fix errors ,test=allcase

* add static backward , test=allcase

* add static backwward test, test=allcase

* slogdet_support_0D_output

* add new case

* fix tests, test=allcase

* cherry-pick

* cherry-pick

* fix trace gpu kernel 0d error, test=allcase

* fix windows error, test=allcase

* add matrixrank cherry-pick

att, cherry-pick: #52902 #53113

低精度算子支持和单测补充，合并 cherry pick 17个Hackathon PR，共覆盖25个OP的低精度支持及完善

[Cherry-Pick]Support output 0D for is_empty/as_complex/inner/dot/rank/tensordot/squeeze_/static.accuracy/static.auc/metric.accuracy (#53199)

* support output 0D for is_empty/as_complex/inner/dot/rank/tensordot/squeeze_/static.accuracy/static.auc/metric.accuracy

* test_dot_py

* test_dot_py

unique支持float16和bfloat16数据类型，并完善相关单测。

* fix multinomial

* fix test_elementwise

* fix convert_float_to_uint16

* aadd test_multimial_op

* fix code style

* untracked files

* bce_loss_fp16

* remove unused files

* back max_rel_erro still big

* simplify code

* upd

* fix max_relative_error

* restart ci

* Update test_bce_loss.py

* Update test_bce_loss.py

* Update test_bce_loss.py

* Update test_bce_loss.py

* try to pass test

* restore file

* remove error value

* fix bug

---------
Co-authored-by: NZhang Ting <Douyaer2020@qq.com>

* 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>

* 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

* Add digamma, dirichlet tests

* Fix code

* add erf FP16 test

* [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

* No55 add channel_shuffle FP16/BF16 support and tests

* add_fp_bf_for_dot & bf_for_cross

* fix error

* fix some error

* fix some error

* change something

* fix magic number

* [AMP OP&Test] Support fp16&bf16 in reduce_max

* [enforce.h Decouple logging.h] Delete glog/logging.h from enforce.h

* Add logging.h for profiler.cc

* Add logging.h for gloo_utils.h

* Add logging.h for addmm_kernel_impl.h

* Add logging.h for addmm_grad_kernel_impl.h

* Add logging.h for p_send_kernel.cu

* Add logging.h for determinant_grad_kernel_impl.h

* Add logging.h for p_recv_kernel.cu

* Add logging.h for elementwise_grad_base.h

* Add logging.h for transfer_layout_kernel.cc

* Add logging.h for eigvals_kernel.cc and index_select_impl.h

* Add logging.h for all files in kernel directory

* Add logging.h for xpu_info.cc

* Add logging.h for xpu

* Optimize performance of unique kernel

* fix ci

* add bf16 support and bf16/fp16 unittest for pool2d

* add include files

* dbg

* reformat

* reformat

* modify code according to review comment

* remove duplicate code

* remove dup code

* remove useless include

* dbg

* [AMP OP&Test] support bf16 for batchnorm

* codestyle

* Update batch_norm_grad_kernel.cu

* Update batch_norm_kernel.cu

* fix codestyle

* fix

* fix

* fix

* fix

* fix

* Update batch_norm_kernel.cc

* add bfp16 test for isfinite

* fixed for ci

* deal with comments

* fixed test

* skip test in cpu

* deal with comments

* fixed for ci

* fixed testcase

* fixed for ci

* fixed for testcase