[inference][trt]unary, bitwise_not,one_hot op and inspector ci adjust for TensorRT8.6 (#54251) (#54579)

* unary bitwise_not adapter tensorRT8.6 in Paddle-TensorRT

* one_hot_op ci fix

* Update test_trt_inspector.py

delete log

[inference][cherrypick] Implement layer_norm op using INormalization Layer and conv_fusion support bias's rank equal to input's rank  (#54590)

* [inference]conv_fusion support bias's rank equal to input's rank (#54477)

* support bias's rank equal to input's rank

* [inference][trt]layer_norm op with dynamic shape support INormalizationLayer in TRT8.6 (#54379)

* layer_norm op with dynamic shape support INormalizationLayer in TRT8.6

* Using trt layer to make layers_norm op in lower than trt8.6
layer_norm op with dynamic shape support INormalizationLayer in TRT8.6

---------
Co-authored-by: Nbukejiyu <52310069+bukejiyu@users.noreply.github.com>

* update roll convert

* create phi so

* fix ci bugs

* fix py3 bugs

* add file

* fix py3 bugs

* fix windows bugs

* perfect so

* fix py3 bugs

* delete all static target in phi

* fix windows bugs

* fix py3 bugs

* fix ci bugs

* fix windows bugs

* fix bugs: gflags can't be linked by dynamic and static lib

* fix bugs that can not load 3rd party

* fix ci bugs

* fix compile bugs

* fix py3 bugs

* fix conflict

* fix xpu bugs

* fix mac compile bugs

* fix psgpu bugs

* fix inference failed

* deal with conflict

* fix LIBRARY_PATH bug

* fix windows bugs

* fix onednn error

* fix windows compile bugs

* fix windows compile bugs

* fix test_cuda_graph_static_mode_error aborted

* fix windows bugs

* fix mac-python3 error

* fix hip compile bugs

* change mode to static

* change to static mode

* fix ci bugs

* fix py3 bugs

* fix windows bugs

* fix bugs

* add static flag

* add PADDLE_API

* change position of PADDLE_API

* fix windows bugs

* change mode to dynamic lib

* fix windows static bugs

* deal with conflict

* fix windows unit bug

* fix coverage

* deal with conflict

* fix windows-inference

* fix py3 bugs

* fix bugs when compile type_info

* fix compile bugs

* fix py3 bugs

* fix windows bugs

* fix windows openblas

* fix xpu bugs

* fix enforce_test in windows

* update code according comment

* fix windows cmake bug

* fix windows bugs

* fix windows bugs

* delete cinn unittest

* fix cinn bugs

---------
Co-authored-by: lzydev <1528794076@qq.com>

* fix trt inference fp16 io

* fix inference fp16 io

[Inference] add config.enable_low_precision_io api and remove rely on AnalysisConfig::Precison in trt (#52485)

* remove prelu land ookuip_table plugin, adjust .h include location

* clean code and adjust some .h

* update

[inference Zero-Dim][trt] Add Zero-Dim tensor support for clip, cast, flatten_contiguous_range (#53769)

* [inference Zero-Dim][trt]clip,cast,flatten_contiguous_range trt op converter support zero dim

* softmax support

* support stack

* prelu op trt converter support zero dim

* add embedding generic plugin， not enabled

* add lookup_table op trt converter

* update

* Add trt pow converter.

* update to use AddConstantLayer

* add dims=0 ut

* trt support 0 dim

* trt support 0 dim

* update activation ut

* add ```converter_type``` for op converter

* Paddle-Trt: Replace fc mul matmul matmul_v2 with matrix_multiply

---------
Co-authored-by: NZhang Jun <ewalker@live.cn>

* Support two inputs of multihead attention named qk_multihead

* fix out of bound

* fix bug

* fix bug

* fix

* change skip-layernorm to adapt a new method

* fix review problem and add vlog

* fix review problem

* Remove log about fluid
* Remove useless forward declarations
* Fix uninitialization warning (trt onehot)

* add bitwise_not trt converter

* run pre-commit

* modify neg_one_tensor_dims init way

* fix BOOL type support requires TensorRT 8.4

* fix int8 & uint8 type

* improve data type readability

* modify filter logic

* fix coverage CI

* to support cuda12, pybind need to upgrade to v2.10.0

* add DEPS of pybind in test_custom_plugin_creater.cc

* only change the tag

* please let CI pass

* try pybind v2.10/3

* modify the include header in test

* code check

* remove init

* delete fluid in context pool

* fix custom op bugs

* fix profiler bugs

* fix ci bugs

* fix window compile bugs

* fix windows bugs

* fix window bugs

* update codes about pad3d

* add codes about Tensor type Padding

* update

* 更新单测文件

* format code style

* update and to &&'

* rewrite codes about pad3d

* add codes about converting paddle pad format to tensorrt pad format

* fix some errors

* 指定trt版本范围

* 修正dims初始化方式

* fix code style

* update test pad values

* 指定pad3d trt版本

* 更新 单测 文件范围

* 更新单测文件

* update pad3d paddings convert codes

* update pad3d

* add static mode support

* update test file

* fix bugs about dynamic mode test codes

* fix bug and add limite in op_teller

* use a new padding convert method[ITensor* padding with using Slice to split the pre_pad and the  post pad]

* fix PADDLE_THROW grammaly error

* update test codes

* 添加对于Tensor padding 的 size 判断

* add dynamic support

* add more test

* fix bug

* change test

* change test

* add index select op

* add to op teller

* add trt version control

* delete useless code