* add transpose transpose opdef, test=develop

* add line, test=develop

* fix wrong name, test=develop

* add pass, test=develop

* fix bug, test=develop

* fix bug, test=develop

* delete limite about alpha, test=develop

* add mul to reshape2MatmulFusePass, test=develop

* add limit about alpha, test=develop

* fix bug,test=develop

* set adaptive as false and global_pooling as True, test=develop

* set x_num_col_dims as 1, test=develop

* fix reshape, add attr limit, test=develop

* fix conflict,test=develop

* fix comment, test=develop

* fix comment,test=develop

* fix comment,test=develop

* ,test=develop

* add IsType, test=develop

* add IsType, test=develop

* PyNumber_Long only for numpy, test=develop

* [ROCM] fix RNN miopen as weight need to permuted, test=develop

* [ROCM] fix data share when is_test, test=develop

* update, test=develop

* fix trt flatten converter when batch_size > 1

* change ut to same dynamic shape

* qkv

* ci_test

* in NPU environment, use CPUPlace for missing operators.

* in NPU environment, use CPUPlace for missing operators.

* fix TensorCopy bug and add unit test.

* fix code style.

* add more unit tests.

* - fix to #33282

* - Increased threshold for elementwise_mul_bf16 grad

* -disabled faulty UT

* - fix to approval

* add trt LT version helper

* trt8 requires void** to be void* const*

* Modify the search order of dynamic library

* Modify the search order of dynamic library

* add trt LT version helper

* remove deprecated nvinfer1::DimsCHW and replace it to nvinfer1::Dims3

* remove deprecated nvinfer1::DimsNCHW and replace it to nvinfer1::Dims4

* update deserialize engine

* update to createNetworkV2

* update to createNetworkV2

* update buildWithConfig and remove redundent config settings

* replace createNetwork to createNetworkV2

* fix int8

* addMatrixMultiply

* remove unnecessary const cast

* IBuilder->setInt8Calibrator() is deprecated

* auto enable fp16 when using int8

* remove the redundant line

As the title

* tmp

* pass con_element_add2_act

* recover unittests CMakeLists

* init pass enhance

* fix the attr according to review

* repair the attr conv2d

* repair axis of elementwise_add

* CI-coverage test=allcase

* repari some attr

* recover batch_norm_act

* conv_elementwise_add2_act_fuse

* base changes for split op

* 90% of split functionality added

* full fp32 functionality

* added bf16 test

* added submemory caching

* added bf test to static mode whitelist

* minor change

* enabled split op for inference

* minor fix

* minor fix

* optimize attr default value, test=develop

* refine, test=develop

* refine, test=develop

* refine, test=develop

* fix bug in AttrReader, test=develop

* fix bug, test=develop

* fix double_grad, test=develop

* refine, test=develop

* refine, test=develop

* fix checker null, test=develop

* for test, test=develop

* refine, test=develop

* refine, test=develop

* refine, test=develop

* refine, test=develop

* refine, test=develop

* refine, test=develop

* fix bug about deallocating None, test=develop

* new api diagonal, test=develop

* add new api diagonal, test=develop

* new api diagonal, test=develop

* add new api paddle.diagonal, test=develop

* use framework::stride replace ComputeDimStride

* replace cudaMalloc/cudaMemcpy by TensorFormVector in cudaKernel and cudaGradKernel

* perfect funciton: when attr(offset) is exceed attr(axis1) or attr(axis2), set the diagonal dim is 0

* fix RP-Mac-CI bug: replace framework::stride() by ComputDimStride.

* perfect code-block

* perfect code of python API diagonal

* api supports dtype of float16 and bool

* api supports dtype of float16 and bool

* modify unittest code

* modify unittest code

* perfect dtype describe

* perfect code-block