* Modify kernels to support quantized_matmul

---------
Co-authored-by: Nsuperxf <1208713646@qq.com>

* support_mmha
* add_python_api
* add_api_doc
* fix_doc_error
* fix_infermeta
* add_infermeta
* add_bf16_cuda_check
* add_bf16_check
* fix_ci_windows
* fix_ci_windows_kernel_register
* fix_test_mmha
* add_cumoffsets
* remove_bias
* delete_mmha_reshape_input_output
* rename_delete_hfile
* remove_fluid

---------
Co-authored-by: Nyangjianfengo1 <yangjianfeng01@baidu.com>

* add rmsnorm residual bias add and quant

* refine python interface

* add rmsnorm unittest

* Add layernorm

* fix layernorm unittest

* refine unittest

* fix example code

* fix review comment

* add variable_length_memory_efficient_attention
* update variable_length_memory_efficient_attention unittest
* update variable_length_mem_eff_attn's docs and unittest
* update variable_length_mem_eff_attn's docs
* Update test_variable_length_memory_efficient_attention.py
* Update variable_length_memory_efficient_attention.cu
* fix codestyle
* fix variable_length_fmha's docs and unittest
* fix variable_length_fmha's docs

* move decayed_adagrad_op to phi

* fix bug

* add init value for CudaSwishFunctor

* add new phi kernel fusedBiasActKernel

* rename weight_only/llm.int8

* add linear_compress API

* style

* more

* update ctest

* Update legacy_backward.yaml

* Update legacy_ops.yaml

* Update legacy_ops.yaml

* update

* update

* update for move

* add pos_weight in kernel

* fix unittest

* fix xpu

* fix bce unittest, change infermeta order

* remove ops from OpsWithFluidKernelNeedMoveToPhi set

* open static build flag

* OpsWithFluidKernelNeedMoveToPhi

* open new_executor_static_build

* add infermate for cudnn_lstm

* fix

* update

* fix

* update

* update

* update

* fix pow2 decay

* fix pow2 decay

* recover analysis_predictor.cc

* fix pow2 decay

* fix cudnn lstm

* add output register info for svd

* fix pow2_decay_with_linear_warmup_kernel

* recover test lstm cudnn

* recover svg register codes

* fix register info

* fix reduce sum register info

* add output info for adadelta

* add output info for adadelta

* add output info for adamax

* fix complex abs register info

* add register info for cudnn_lstm_grad

* recover

* fix lstm cudnn

* fix

* fix xpu output registe info

* remove std::cout

* add backend

* remove output info in pow2_decay_with_linear_warmup_kernel

* add judgment in TensorShouldBeFakeInitialized

* recover power_

* close new_executor_static_build

* fix set_value_xpu

* fix lamb always_adapt

* fix optest

* fix all optests

* update

* update cmake

* update

* update

* update

* update

* Revert "update cmake"

This reverts commit 1e1dc1b2bc9967b725201272607f939260070fd4.

* update

* update

* update

* update

* update

* update

* update

* set out dtype

* add index_put api

* fix value broadcast in backward and add test case in static

* add timeout=120s for index_put

* add op_compat for index_put

* add inplace index_put test

* add test case when index tensor in indices is int32 when indices.size less than x.dims

* add index_put api backward in cpu place

* add backward test case

* refactor code to delete some duplicated code

* replace reshape with resize for decrease extra memcpy

* add datatype flag in backward yaml

* fix bug in documentation

* Update python/paddle/tensor/manipulation.py

---------
Co-authored-by: NLigoml <39876205+Ligoml@users.noreply.github.com>

Add paddle.geometric.weighted_sample_neighbors API

* fix graph_reindex

* fix

* Update op_compat.yaml

* rename_bilinear_tensor_product

* fix

* first version, notest

* return final rst, notest

* use infinity() instead of max

* ut structure

* start up of ut

* generate lse

* update

* add depense

* reconstruct cmake

* move file

* add memory efficient attention and fix blasimpl

* update

* update cmake

* add namespace

* update cmake

* use .cu

* update for pad3d

* bug fix

* bug fix

* update

* bug fix

* update enforce

* add test case

* merge the lse pad

* fix kernel_fn of backward

* fix PADDLE_ENFORCE_EQ and phi_api

* fix PADDLE_ENFORCE

* fix PADDLE_ENFORCE

* rerun coverage

* fix memory efficient attention test

* rerun ci

* add cuda version condition

* add cuda version condition

* delete WIP test

* replace PADDLE_ENFORCE

* edit the namespace of datatype in multiple.cc

* rerun

* rerun

---------
Co-authored-by: Nliuyuang <liuyuang@baidu.com>

* add fused_linear_param_grad_add_kernel

* fix compile error

* remove flag

* fix ci compile error

* fix ci compile error

* revert pylayer revision

* fix ci ut

* improve performance

* rename multi_tensor_adam to fused_adam

* fix some bugs

* fix CI coverage

* rename test_fused_adam.py

* fix some bug

* add test_fused_adam_op.py

* fix some bugs

* fix fused_adam_op.cc

* fix CI bugs

* fix CI bug

* fix CI bug

* add logspace yaml

* update by comments

* resolve test framework conflicct

* add multi_tenosr_adam

* update multi_tensor_base.py, test_multi_tensor_adam.py, adamw.py

* fix adam.py optimizer.py

* fix adamw.py

* fix test_multi_tensor_adam.py

* fix CI bug

* fix CI coverage

* fix ci bug

* fix betapow

* fix some bugs

* fix test_adamw_op.py

* fix CI coverage

* fix multi_tensor_adam_kernel.cc

* fix CI bug

* fix multi_tensor_adam_op.cc and test_multi_tensor_adam.py

* fix code style

* update C++ parts

* remove python parts modification temporarily

* add C++ ut

* update betapow copy code logic

* fix ci ut

* fix windows ci

* fix coverage ci

* improve coverage rate

---------
Co-authored-by: Nsneaxiy <sneaxiy@126.com>

* add warp transducer code

* move share_buffer kernel to phi

* fix ut

* add source file

* fix window links

* standard api

* fix xpu bugs

* Standardise batch norm

* standardize conv3d and depwise_conv2d

* fix ci bugs