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

* remove reduce_sum_op.h

* support auto generate for static op reduce_sum

* remove reduce_sum_op in CMakeLists.txt

* add vector type support for program translator

* polish

* support basic attribute type

* resolve conflicts

* add verify for combine/slice and unittests

* polish

* support more type in attribute translator

* modify by reviews

* fix merge mistakes

* refine code

* refine code

* add interface

* fix: op name normalization

* fix typo

* refactor input translator

* fix merge conflicts

* fix op normalizer bug

* refactor attribute translator

* fix bug

* refactor output translator

* fix typo

* fix

* fix approval error

* fix coverage

* fix op_compat parser

* fix merge conflicts

* fix merge conflicts

* fix merge conflicts

* fix merge conflicts

* fix merge conflicts

* revert some changes

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Co-authored-by: Nzhangbo9674 <zhangbo54@baidu.com>

* decouple reduce_any_op.h and reduce_op.h from reduce_any_op.cc

* support auto generate for static op reduce_any

* fix mac typeinfo bugs

* add file

* move code to cc

* fix compile bugs

* add fp&bf16 bernoulli

* add check_dtype & fix error

* fix rocm error

* floor div support float/double/bfloat16/float16

* add ut

* fix bug

* fix fft.ifftshift for floor_divide upgrade

* fix comment

* fix bugs

* fix bug

* Optimize perf of broadcast matmul

* support more dtype

* support master_grad for adam and momentum

Co-authored-by: zhangting_2017@163.com <zhangting2020>

* static graph autogen code for shape op

* fix onednn

* fix onednn

* add build

* add build

* refine code

* refine code

* refine code

* refine code

* refine interface

* fix bug

* fix bug

* fix bug

* refine yaml

* [ROCM] fix multihead_matmul

* skip bf16 uts

* update

* static graph autogen code for check_finite_and_unscale_ op

* bug fixed

* update

* update cmake

* update

* update

* update

* update

* Revert "update cmake"

This reverts commit 1e1dc1b2bc9967b725201272607f939260070fd4.

* update

* update

* update

* update

* support auto generate for static op reduce_amax

* set reduce_amax attr 'axis' type as IntArray

* fix inference static lib bugs

* add if for copy

* fix py3 bugs

* support activation prim op bf16 dtype

* remove useless code

* update_c++17

* update_c++17

* fix windows bug

* solve cirle depend

* solve cirle depend

* solve cirle depend

* solve cirle depend

* solve cirle depend

* fix windows bug

* fix compiler error

* fix compiler error

* update eigen3

* update eigen3

* update eigen3

* fix mac-py3 compiler error

* update C++17

* fix mac compiler error

* fix compile error

* fix coverage_compiler error

* fix coverage_ci_problem

* fix coverage_error

* fix_kunlun200 compile error

* fix kunlun200 compiler error

* fix compile error

* fix compiler error

* fix py3 failed test

* fix kunlun200 compiler error

* test

* fix test error

* fix test error

* fix test error

* test

* test

* fix mac py3 error

* fix mac py3 error

* fix mac py3 error

* fix test error

* fix test error

* fix compile error

* fix compile error

* fix compile error

* test

* test

* fix compiler error

* test

* test

* debug on ci

* fix compiler error

* fix compiler error

* test

* fix cinn compiler error

* test

* fix rocm cmpile error

* fix cinn and kunlun compile error

* update c++14

* Update flags.cmake

* softmax fwd: force vec size to 1 when dtype is float

* use 1024 as threshold to use cudnn

* Reimplement the check_nan_inf function as check_numerics kernel.

* Remove the cpu implemention to phi.

* Add ifdef for the including of omp.h.

* Move the use of FLAGS_check_nan_inf_level out of header file.

* Implement a common PrintAndThrowError function.

* Fix the error using of __NVCC__, which should be instead with __CUDA_ARCH__.

* Add dependency of phi.

* Polish codes and unittest.

* add timer to log deps

* rename flag

* add ut

* refine auto gen

* refine code

* refine code

* fix bug

* fix bug

* fix bug

* fix bug

* fix bug

* fix bug