[cherry-pick 2.5][Zero-Dim] paddle.nanmedian/count_nonzero/logspace support 0D, add some 0D case (#54649)

* [Zero-Dim] add 0D test case (#54581)

* [Zero-Dim] paddle.nanmedian/nanquantile support 0D Tensor (#54500)

* [Zero-Dim] paddle.nanmedian support 0D Tensor

* fix CI

Fix fused gemm bugs

[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

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

* [Distributed] Add pipeline opt memory (#54505)

* fix bug of release output in pp

* replace requests with httpx

* set timeout=3

* replace requests with httpx

* replace request with httpx

* test

* repalce requests with httpx

* test

* replace requests with httpx

* replace requests with httpx

* modify paddle_build.sh

* fix bug

* refactor scalar attribute

* fix op build

* fix merge conflicts

* fix coverage ci

* update roll convert

* Fix compilation error by using thrust

* fix

* [0D-Tensor] Support unary op, fix test_activation_op

* resolve conflict

* restore TestGelu

* polish codes according to comments

* sharding pp overlap

* bug fix

* update

* rename function

* update code logic

* feat: added polygamma init code

* feat: added polygamma unittest code

* test: added more test cases

* refactor: added forward impl

* refactor: added backward impl

* test: updated cases

* refactor: updated test cases

* refactor: added more case and fixed some bugs

* test: updated ref func

* refactor: updated code style

* refactor: move the code

* refactor: updated test

* refactor: updated test

* docs: updated en doc
Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

* docs: updated math eq

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Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

* add constant op

* support mutable attribute

* refine code

* fix bug

* fix bug

* refine code

* fix bug

* refine code

* refine code

* add ut

* refine code

* fix test bug

* solve conflict

* refine code

* print all logs

* try to fix ut bug.

* try to fix ut bug.

* try to fix ut bug.

* remove debug codes.

Support code generation for op conv2d_transpose, conv3d_transpose, depthwise_conv2d_transpose (#54242)

* update

* update eager_gen

* update

* rm intermediate

* optimize logsumexp in small data scale

* fix

* fix

* add #pragma once

* swith to use aligned_vector and support arbitrarily shape

* fix store

* fix store

* refine for special cases

* try

* fix

* update

* fix

* fix all_reduce

* try

* fix rocm bug

* fix rocm bug

* fix rocm bug

* fix rocm bug

* fix rocm bug

* fix rocm bug

* fix rocm bug

* fix rocm bug

* adjust some API name

* fix inference.a undefined reference to utf8proc

[IR&PASS] part 2-2: add IRPrinting beforce and after pass, refine IRPrinter use for Program/Operation... printing (#54308)

* add IRPrinting before/after pass, update pass_manager ut to run ir::Program, IRPrinter support region/block

* rename printer.cc to ir_printer.cc

* fix comment

* remove newline