add roi align, cherry-pick #35102

向PaddlePaddle中的线性代数库添加eig算子，该算子计算一般方阵的特征分解。
cherry-pick 自#35674.

* add get_device_name and get_device_capability

* fix docs

* fix docs

* fix decs

* test=document_fix

* test=document_fix

* test=document_fix

* test=document_fix

* add roi pool

* rename input as x

根据线性代数库的API暴露规则修改multi_dot的API暴露规则：
1、在python/paddle/tensor/linalg.py 路径下实现
2、在python/paddle/linalg.py 下import并加入__all__列表
3、在python/paddle/tensor/init.py下引入并加入tensor_method_func列表
4、删除了pythonpaddle/init.py的import

ATT, cherry-pick #36160

* Initial Commit

* fix py2 error

* fix wrong words and doc

* test=document_fix

* fix _gpuDeviceProperties

* fix unique unstack dim 0

* fix unique_op format

remove recent linalg api in paddle.init;
add args 'name' in some new linalg api interface

ATT, cherry-pick #36098

cherry-pick from #35352

Add new detection api paddle.vision.ops.psroi_pool and paddle.vision.ops.PSRoIPool

cherry-pick #35858、#35895

The AdamW optimizer modify the op from adamw to adam in pr35521, this is a inappropriate modify. Modify adam to adamw in AdamW.

When users use gumbel_softmax, they can use paddle.seed() in python for fixed seed.

cherry-pick #35916，CPU前向计算将Eigen替换为Lapack，修改linalg暴露规则

This PR added det and slogdet API to release/2.2
It is cherry-pick from #34992 and #36013

[cherry-pick] Add function comments and instructions to the Primitive API

This PR supports linalg.solve calculation for linear algorithm module of Paddle. One may call paddle.linalg.solve to use it.

* add randperm_op_npu

* fix test_set_value_op_npu

* fix pad tuple

* fix format

1、Split function GradScaler::minimize() to GradScaler::step() + GradScaler::update()
2、Add GradScaler::unscale_(optimizer)

(cherry picked from commit 347b182fb771b8de6e3b7ffe381cf94b3911b553)

This PR implements the kernel of "eigvals" OP with the Lapack library, which has a better performance than the previous Eigen library.

Add basic Cost Model, it uses executor to run program and profile it to get op time.

This is an early basic version, we will add more functions in the future.

* update xpu version

解决Windows中CUDA11.2编译出错的问题。
cherry-pick #35941