* [OPENCL][API] add opencl valid api for device. test=develop (#3951)

* [cherry-pick][OPENCL] remove conv redundant's for opencl kernel. test=develop
Co-authored-by: Nxiebaiyuan <xiebaiyuan@qq.com>

* [NPU] enhance cache offline model, test=develop

[cherry-pick][OPENCL] Fix opencl create cmd with prop, fix int16 model for fc opencl kernel. (#3918)


* [OPENCL] Fix opencl fc int16 model bug caused by fc kernel (#3900)

* fix opencl fc kernel caused int16 model weight abnormal. test=develop

* fix opencl fc kernel caused int16 model weight abnormal. test=develop

* [arm]add 2x2s2p1 pooling  (#3705)

* fix pooling bug and speed

* add 2x2s2p1 pooling. test=develop

* fix conflict, test=develop

* fix conflict in wino

* [arm] add 3x3s1 Winograd int8 (#3767)

* 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>

* fix xiaodu crash in gemm prepacked

* in huwen phone, 3x3s2p0 avg pooling will rand crash, other phone does not have this feature

* [arm] update con int8 kernel choose (#3834)

* fix conv int8 kernel choose and sooftmax compute bug

* change axis_size = 4 kernel choose, test=develop

* fix format. test=develop

* fix format.test=develop

* fix build test=develop

* fix buiild error test=develop

* fix wino_int8 computte erroor. test=develop

* Update the link to debug, test=develop, test=document_fix (#3870) (#3871)
Co-authored-by: NMyPandaShaoxiang <txg4794@163.com>
Co-authored-by: Ncc <52520497+juncaipeng@users.noreply.github.com>

* update cuda demo.

* [LITE][OPENCL] add gpu perf mode, priority level for qcom adreno. test=develop

*Pool2d supports adaptive param

improve sgemm performance on A53

* [lite][opencl] remove event with clfinish, add strict check for cl warning. add conv 3x3opt fallback opt layout cast ,test=develop

* [LITE][OPENCL]rm event in element_add_buffer_compute test=develop

* [LITE][OPENCL]suite cl_functions_test.cc test=develop

* [LITE][OPENCL] suite cl_common.sh lint check test=develop

* [LITE][OPENCL] suite conv_image_compute.cc lint check test=develop

* [LITE][OPENCL] suite cl_wait_list() lint check test=develop

* fix bilinear opencl kernel. test=develop

* [LITE][OPENCL] replace map with memsync. test=develop

refactor(*): reduce Wsign-compare warning

lite cuda support exec multi-stream

1. clean code;
2. change `cl::Kernel` from unique to shared ptr;
3. `reset` `cl::Program` and `clear` `device_info_` in destroyed of CLRuntime;
4. remove clFlush in destroyed of CLRuntime.

fix opencl hang on mali

* [LITE][OPENCL] fix OpenCL global static resources. test=develop

* Fix Cxx and light api. test=develop

为了及时响应业务上线问题，先行合入

[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

* Add hard_swish, ctc_align and reciprocal op, test=develop
* Move some activation ops to extra, test=develop

* [LITE][XPU] bind xpu resnet50 kernels

* [LITE][XPU] fuse resnet50 and encoder

* [LITE][XPU] bind xpu bert kernels

* [LITE][XPU] refine xpu_resnet_fuse_pass.cc

* [LITE][XPU] add xpu stack kernel

* [LITE][XPU] add xpu slice/tanh kernel

* [LITE][XPU] refine resnet50 and encoder fusor

* [LITE][XPU] split resnet50 and multi_encoder op from subgraph_op.h

* [LITE][XPU] clean workspace

* [LITE][XPU] add build script

* [LITE][XPU] fix compilation errors

* [LITE][XPU] fix kernel matmul

* [LITE][XPU] fix kernel ewadd ewsub

* [LITE][XPU] add xpu cast kernel

* [LITE][XPU] fix kernel slice

* [LITE][XPU] switch dev by LITE_XPU_DEV env

* [LITE][XPU] eliminate useless cast op

* [LITE][XPU] add PerThread Ops

* [LITE][X86] add SequenceUnpad op and kernel

* [LITE][XPU] add LITE_WITH_XTCL option

* [LITE][X86] add SequenceConv kernel

* [LITE][XPU] fix cmake dependency

* [LITE][XPU] add xpu sigmoid kernel

* [XPU] Remove the dependencies of framework.pb.h
test=develop

Change-Id: Icfb44efb0482a6369b365b5c09017765328fc10d

* [XPU] Fix the precision of cast kernel
test=develop

Change-Id: Icb18be47d7ab490de9fb9c92eae1165f49dbf492

* [Core] Fix the compiling error when build for the target that disable XPU
test=develop

Change-Id: I38ec53f222391d3bf06b70512e6c3ad1282e4683

* [XPU] Add io_copy kernel for xpu<->arm
test=develop

Change-Id: Iec7ea066f040534285557f9948b73e6a1970aed7

* fix
test=develop

Change-Id: I4db1c93df48e22afbba904ce6c3b0babd9fda4c3

* fix target matching of type_target_cast_pass and remove the unnecessary registration of io_copy kernel
test=develop

Change-Id: I432c10c9d1064e778d43fd0d12d8cf0599252f7a

* [X86] Add the keyword 'template' to avoid the compiling errors
test=develop

Change-Id: I015d5d323adafb3884029c8287ced66c90ad931e

* Fix the build.sh for XPU and x86
test=develop

Change-Id: I7d9575243669ce02af69a8ddbd6421db31902bd6

* [XPU] Add the keyword 'template' to avoid the compiling errors
test=develop

Change-Id: I46d0b3b6861286a73ee2999934b8e185e453e749

* [XPU] Add XTCL compiling option in build.sh
test=develop

Change-Id: I8b3fd998ca5f898d5bd2e665646e3874b3b73c80

* fix namespace conflicts, test=develop

* [API][XPU] Move the XPU related APIs into CxxConfig
test=develop

Change-Id: I75ac35e8bae96bcb835683f413f01b9db45afbf9

* [API][XPU] Remove the LITE_WITH_XPU in paddle_api.h
test=develop

Change-Id: Idbd64013bdf331ad876919511c1c349332d46f93

* [API][XPU] Remove XPUSetWorkspaceL3SizePerThread and XPUSetDevPerThread
test=develop

Change-Id: I515958f56f8e129280bae61c923513cc91fb9728

* [API][Core][XPU] Refine the test case and remove the necessary modifications
test=develop

Change-Id: I1e0e2957a2f9d5f4207b06c0bc98a5ab611fee56

* [Core] Remove useless code
test=develop

Change-Id: I6293faa10424aea2836d09d85ddb6a30f7811678

* [XPU] Refine the test cases
test=develop

Change-Id: I6818fc3addf1bca5b96a7d66ee99263242e3374f

* [XPU] Remove useless scripts and code
test=develop

Change-Id: I965ba6712d3cf881d0038f0473fec27d4c1bc684

* [XPU] Use InferShapeImpl in sequence_unpad, resnet50 and multi_encoder op
test=develop

Change-Id: I5375f524d36836a394d426b4b2bc9fb44be0b59c

* test=develop

Change-Id: I42ee68c8a5e891dd0f3e95d6cfbc498be7cf1519

* test=develop

Change-Id: If679e5aa73e1368e0ee5bd5f286d2e1b4c2f354e

* [XPU] Add __xpu__ prefix to the op and graph pass name of resnet50 and multi_encoder
test=develop

Change-Id: Idb61c99b4b8429cb87665bfd6835ab4d7d263be2

* [XPU] Fix and refine the xpu fuse pass
test=develop

Change-Id: If1c5b6788d994e2809c1a00d9384685a89440907

* test=develop

Change-Id: Icfa333e322fc4351700103692c46cfcb3d4f9a89

* [XPU] Remove the dependency on xpu api for xpu fuse passes
test=develop

Change-Id: I6094b5536f58ae18bab068284b32f9bd10a2ab92

* [XPU] Move unit tests from lite/api to lite/tests/api
test=develop

Change-Id: I7ba27abb23abeffb0c95fdbbefec7ac16cdbd250

* test=develop

Change-Id: I33230c84d6c4e61bf19f46668bae2baa3ef68794

* [XPU] Refine code
test=develop

Change-Id: I37bc5b948b4927e44cd3ea2594ebe3fd7671be06

* [XPU] Add env XPU_ENABLE_XTCL to enable xpu_subgraph_pass
test=develop

Change-Id: Ifb8e07e86f307f562adaca3ce792015a6f2a2204

* [XPU] refine code
test=develop

Change-Id: I1380654b930d51ae704dbc0cd855464d9c3b5b79

* [XPU] Refine code
test=develop

Change-Id: I73285c2718ccd3612490eb2635bef4fd608c9bde

* [XPU] Add comments for the XPU APIs
test=develop

Change-Id: Ieb5015f37984f8869b90c4c625c5894bb26164fd
Co-authored-by: Nmiaotianxiang <miaotianxiang@baidu.com>
Co-authored-by: NShixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>

* [LITE][OPENCL] Add ReleaseResource for OpenCL when Predictor dead. test=develop

* fix void for decontrust. test=develop

* fix miscs. test=develop

* fix miscs. test=develop

* fix miscs. test=develop

* fix miscs. test=develop

* [LITE][OPENCL] fix Hang of mobilenetv1_test and kernel test. test=develop

* [LITE][OPENCL] Fix miscs. test is ok. test=develop

* add boxcoder opencl kernel, test=develop

* fix format, test=develop

* fix , test=develop

[LITE][OPENCL] Fix opencl backend: Free opencl resources; Fix AddKernel/GetKernel, program and all opencl kernels (#3344)

* [DONT MERGE] Fix opencl backend.

* [LITE][OPENCL] Fix kernels overlapped when add/get for kernels of mnasnet/yolonano. test=develop

* remove useless. test=develop

* add all image kernels for Get/Add kernel. test=develop

* add all image kernels for Get/Add kernel. test=develop

* fix buffer kernels of opencl. test=develop

* fix release opencl. test=develop

* [LITE][OPENCL][Image] add lws turn &  close cl check when shutdownlog , test=develop

* [LITE][OPENCL][Image] add lws turn &  close cl check when shutdownlog , test=develop

* [LITE][OPENCL][Image] add lws turn &  close cl check when shutdownlog , test=develop

* [LITE][OPENCL][Image] add lws turn &  close cl check when shutdownlog , test=develop

* [LITE][OPENCL][Image] add lws turn &  close cl check when shutdownlog , test=develop

add cuda kernel.

abs, tanh, elementwise_sub