* fix pooling bug and speed

* fix build error

* delete VLOGin pool, test=develop

* add openmp, test=develop

* fix lite/kernels/arm/pool_compute_test basic_pooling compute error bug, test=develop

* update pooling 2-pad to 4-pad, test=develop

* fix 2-pad to 4-pad in operators/pool_op.h, AttachKernel will set param, so 2-pad to 4-pad funcs should put in AttachKernel. test=ddevellop

* put 2-pad to 4-pad in AttachImpl, test=develop

* according to reviews, fix some format error. test=develop

* fix format errorr, add (). test=develop

* change paddings type to support dynamically modify, test=develop

* update padding type int other devices, test=develop

* fix x8d build error on shared_ptr, test=ddevelop

* fix formmat in operators pool_op.cc, test=develop

* fix conflict

* fix conv_dw

* add relu

* fix build

* fix build

* fix compute

* fix compute error

* fix conv3x3 compute error

* fix conv3x3s2

* fix conv3x3s2  kl

* fix format, test=develop

* add some op infershape implement, test=develop

* add reshape infershape, test=develop

* fix format， test=develop

* fix format, test=develop

* fix space format. test=develop

* add conv_transpose+bn fusion. test=develop

* delete note, test=develop

* fix format, test=develop

* fix format space, test=develop

* fix opt run error, test=develop

* add boxcoder opencl kernel, test=develop

* fix format, test=develop

* add cmake, test=develop

* fix format. test=develop

* fix format. test=develop

* fix format aa. test=develop

* fix , test=develop

* update profile info(add new element), test=develop

* fix clang ut build error

* add gemm+relu6

* fix build error

* fix .h

* fix gemm_s8

* fix ut conv+leakyRelu

* improve 3x3s1 direct profile

* fix format, test=develop

* add gemv+relu6/lleakyRelu

* fix v7 build bug

* fix relu6 bug

* fix gemm ut bug

* fix ut

* fix ut

* fi format. test=develop

* fix format. test=develop

* fic format. test=develop

* ff. test=develop

* fix v7 clang build error, test=develop

* fix v7 build register error, test=develop

* fix format.  test=develop

* add 2x2s2p1 pooling. test=develop

* fix conflict, test=develop

* fix test=develop

* fix conflict, test=develop

* rm other info, test=develop

* rm other info, test=develop

* fix build register error, ttest=develop

* fix format, test=develop

* ff format,test=develop

* fix relu6 problem, test=develop

* fix form, test=develop

* fix format, test=develop

* ff, test=develop

* add deformable conv op

* add six / scale , test=develop

* fix 1x1 deformable conv

* add convparam to deformabelconv param.

* fix other conv kernel size

* delete printf info

* fix format, test=develop

* fix formatt. test=develop

* delete exttra info, test=develop

* test=develop

* ff, test=develop

* fix ut error. test=develop

* fix ut, test=develop

* fix format. test=develop

* test=develop

* fix pooling overflow, test=develop

* fix conflict test=develop

* delete unuseful message. test=develop

* add grouup_norm

* fix format. test=develop

* fix foormat, test=develop

* fix format. test=develop

* fix ff.test=develoop

* fix xiaodu crash. test=develop

* format. test=develop

* fix concatt axis < 0 errorr,ttest=develop

* fix format. test=develop

* fix conv int8 kernel choose and sooftmax compute bug

* change axis_size = 4 kernel choose, test=develop

* fix format. test=develop

* uupdate sequence_pool and sequence_conv profiler, test=develop

* uupdate sequence_pool and sequence_conv profiler, test=develop

* fix format, testt=develop

* fix format, test=develop

* fix format test=develop

* fix compute error. test=develop

* dd

* fix compute error

* fix compute error, test=develop

* delete warning and extra info, test=develop

* update sequence_conv profile

* delete extra file, test=develop

* delete extra file test=develop

* fix format test=develop

* d

* delete test=develop

* test=develop

* add elu act

* update build

* fix elu act not find error, test=develop

* fix format.test=develop

* test=develop

* add sequence_pool_grad op on arm

* test=develop

* fix build error

* fix int8 model opt error iin conv+conv fusion, test=develop

* fix format. test=develop

* fiix build error, test=develop

* fix format, test=develop

* fix build,test=develop

* test=develop

* fix arm winograd compute segment. test=develop

* fix ttfnet bug. test=develop

* fix format. test=develop

* fix format. test=develop

* fix compute error

* fix format, test=develop

* fix 3x3s2p0 max compute error when input_padding is not equal. test=develop

* fix format test=develop

* fix format test=develop

* fix compute error. test=develop

* test=develop

* test=develop

* fix compute. test=develop

* add coonv+conv fusion requirment. test=develop

* test=develop

* fix format. test=develop

* refresh coonv+conv. test=develop

* fix: winograd support unsame pad
test=develop

* feat: add winograd int8 kernel
test=develop

* fix: style fix
test=develo

* fix winograd_int8 ut sgement default. test=develop

* close basic_test, test=develop
Co-authored-by: NMyPandaShaoxiang <txg4794@163.com>

* add grouup_norm

* fix format. test=develop

* fix xiaodu crash. test=develop

* [LITE][PASS] Add pass for removing uesless reshape2 / squeeze2. test=develop

* add deformable Conv op 

* fix ut, test=develop

* fix format. test=develop

* test=develop

* delete unuseful message. test=develop

int8 direct_conv, dw_conv add relu6 and leaky relu fusion

* improve 3x3s1 direct profile

* add gemv+relu6/lleakyRelu

* fix relu6 problem, test=develop

* fix format, test=develop

* add six / scale , test=develop

[MLU] add some basic support for MLU, including related passes, kernels, gtests and some api in padddle_api.h
Passes：mlu_subgraph_pass ,mlu_postprocess_pass
Kernels:  act，batch_norm, concat, conv, elementwise, fc, interpolate, pool, scale, softmax

* fix clang v7 error
* change ut, test=develop
* fix conv ut, test=develop

* fix caliberate error, values from [-128, 127] to [-127, 127], test=develop
* add classify demo and detection demo, test=develop

add concat ut, test=develop

* fix axis compute, test=develop

* add other axis, test=develop

* fix ut. test=develop

* fix con+relu6/leakyRelu fusion in Fp32, test=develop

* note m=397 in sgemv_int8 ut, test=develop

* fix ios build error. test=develop

* [ARM] add 5x5s2 depthwise conv armv8 impl, test=develop

* [ARM] add int8 5x5s2 dw conv armv7 impl, test=develop

* [ARM] add int8 5x5s2 dw conv impl, test=develop

* [ARM] close int8 conv ut, test=develop

[arm] fix conv_dw leakyRelu compute error

* refactor 5x5s1 dw conv armv8, test=develop

* [ARM] refactor depthwise conv 5x5s1, and support relu6, leakey relu, test=develop

* [ARM] sgemv support fuse relu6 and leakey relu,test=develop

* [ARM] reduce some conv ut case, test=develop

* [ARM] fix 5x5dw conv pick kernel bug, test=develop

* fix code style, test=develop

* [ARM] fix sgemv fuse relu6 bug, test=develop

* [ARM] fix fp32 5x5s1 dw bug, test=develop

* [ARM] fix fp32 5x5 dw conv pick kernel bug, test=develop

add gemm + relu6/leakyrelu fusion

* [ARM] change global pooling choose kernel policy, test=develop

* fix conv 2-pad to 4-pad

* fix compute conv shape

* fix pad, test=develop

* change conv_depthwise_3x3s1_fp.cc name to conv3x3s1p01_depthwise_fp32.cc to distinguish between conv3x3s1_depthwise_fp32.cc

* delete printf note in conv3x3s1, test=develop

* delete printf note, test=develop

* delete gem_sdot.h, test=develop

it is coped from __gemm_sdot_meta_.h

* update compute padding, test=develop

* fix padding size, must be 2 or 4. test=develop

* fix format in operators/conv_op.cc, test=develop

* change #if 0 to #if 1, test=develop

* put 2-pad to 4-pad in AttachImpl, test=develop

* fix clang-format error inn tests/math/connv_compute_test, test=develop

* fix x86 test result error, test=develop

* add asymmetric padding test case in liite/tests/math/conv_compute.cc, test=develop

* change paddings type to support dynamically modify, test=develop

* fix x86 build error in connv_compute_test, test=develop

* fix opencl build error, test=develop

* fix oopencl build error, test=develop

* fix  opencl/conv_compute build error, test=develop

* fix  opencl/conv_compute build error, test=develop

* fix format in kernels/opencl/conv_computte_ttest,test=develop

* fix build error, test=develop

fix build error in kernels/x86/conv_compute.h

* add nhwc to nchw

* add layout in funcs

* change layout as extra, test=develop

* change make, test=develop

* use template class method to update layout NNCHHW and NHWC transform, test=develop

* fix cmake error, set layout to extra, test=develop

* fix test_layout_compute_arm test, its extra

* layout is extra, test=develop

* fix error in kernels/arm/layout_comput.cc when register kernel, DataLayout must be NCHW, test=develop

* delete extra note, test=develop

* delete extra test

* delete layout_test, test=develop

, its in tests/math/layout_comput_test

* delete extrat test, test=develop

* unfinish sgemmc4

* finish armv8 sgemmc4

* arm add sgemmc4 with deal with remain

* [ARM] add sgemmc4 small kernel, test=develop

* fix pooling bug and speed

* fix build error

* delete VLOGin pool, test=develop

* add openmp, test=develop

* fix lite/kernels/arm/pool_compute_test basic_pooling compute error bug, test=develop

* update pooling 2-pad to 4-pad, test=develop

* fix 2-pad to 4-pad in operators/pool_op.h, AttachKernel will set param, so 2-pad to 4-pad funcs should put in AttachKernel. test=ddevellop

* put 2-pad to 4-pad in AttachImpl, test=develop

* according to reviews, fix some format error. test=develop

* fix format errorr, add (). test=develop

* change paddings type to support dynamically modify, test=develop

* update padding type int other devices, test=develop

* fix x8d build error on shared_ptr, test=ddevelop

* fix formmat in operators pool_op.cc, test=develop

* [ARM] sgemv support transA, test=develop

* add sgemv ut, test=develop

* fix pooling bug and speed

* fix build error

* delete VLOG in pool, test=develop

* add openmp, test=develop

* fix lite/kernels/arm/pool_compute_test basic_pooling compute error bug, test=develop

* remove log in reshape, fix conv error when padding size=4, test=develop

* fix style, test=develop

* remove useless code, test=develop

* remove redundant model test file, test=develop

* change cluster to power_mode, test=develop

* fix build error, test=develop

* change cluster to power_mode, test=develop

* change opt_nb to use_optimize_nb, test=develop

* null, test=develop

* add gemv-int8 test, fix clang build error, test=develop

* fix gemv-int8 error when build with clang, test=develop

* remove log in reshape, fix conv error when padding size=4, test=develop

* fix style, test=develop

* remove useless code, test=develop

* remove redundant model test file, test=develop

* change cluster to power_mode, test=develop

* fix build error, test=develop

* change cluster to power_mode, test=develop

* change opt_nb to use_optimize_nb, test=develop

* null, test=develop

* fix conv_transpose error

* fix build error, enable basic test of conv_transpose, test=develop

*  imporve prepack_input func speed in int8 3x3s1 dw conv

* fix code style

* fix code style

* improve 3x3s1 dw fp32 conv speed a little

* arm add 5x5s1 int8 dw conv, test=develop

* add full_api_static target and fix building errors, test=develop

* fix build errors, test=develop

* fix code style, test=develop

* fix lite/model_parser/pb/var_desc.cc, test=develop

* fix building errors, test=develop

* modify lite/tools/debug/CMakeLists.txt, test=develop

* fix gemm_int8, gemv-int8 and conv-int8 math function, add float bias

* change conv impl

* neon int8 kernel support float bias

* arm compute kernel support float bias

* add math_test target

* add tensor utils for testing, fix sgemm ut error

* add gemm_int8 unit test, support float bias

* fix build script

* add conv compute unit test for arm

* fix build script, test=develop

* fix fp32 dw conv3x3s1, test=develop

* add fp32 dw conv3x3s1, test=develop

* add armv7 fp32 dw conv3x3s1, test=develop

* add fp32 depthwise conv3x3s2, test=develop

* fix fp32 conv3x3 depthwise build error, test=develop

* fix gemm_like conv trans weights error, test=develop

* fix int8 depthwise conv3x3 error, test=develop

* turn on all test for arm fp32 conv, test=develop

* fix int8 conv1x1 error

* fix int8 direct conv3x3s1 error, test=develop

* fix int8 direct conv3x3s2, test=develop

* turn on all test for arm int8 conv, test=develop

* fix int8 fc error, change mobilenetv1-int8 ground-truth result to fluid, test=develop

* remove debug info, strip ut binary, test=develop

* fix conv compute error, test=develop

* change Init() to ReInitWhenNeeded(), test=develop

* fix code style, test=develop

* remote engine_test, test=develop

* fix building server tests error, test=develop

* fix sdot clang build error, test=develop

* fix sgemm ut timeout error, test=develop

* fix clang build error, test=develop

* turn off math basic test due to ci time out, test=develop

* fix conv_int8 ut error, test=develop