* Add unique.cuh

* CHECK workspace_size

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* new static check based on clang-tidy

Signed-off-by: daquexian <daquexian566@gmail.com>

* set compiler as clang to generate right compile_commands.json, skip build

Signed-off-by: daquexian <daquexian566@gmail.com>

* include clang headers

Signed-off-by: daquexian <daquexian566@gmail.com>

* build third party

Signed-off-by: daquexian <daquexian566@gmail.com>

* install deps

Signed-off-by: daquexian <daquexian566@gmail.com>

* build third party by gcc, generate compile_commands.json by clang

Signed-off-by: daquexian <daquexian566@gmail.com>

* rm CMakeCache.txt

Signed-off-by: daquexian <daquexian566@gmail.com>

* run of_git_version

Signed-off-by: daquexian <daquexian566@gmail.com>

* download clang-tidy from oneflow-inc/llvm-project repo

Signed-off-by: daquexian <daquexian566@gmail.com>

* rename check name

Signed-off-by: daquexian <daquexian566@gmail.com>

* remove old clang plugin

Signed-off-by: daquexian <daquexian566@gmail.com>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* printf tensor index in cpp

* revert printf debug information

* add isinstance tuple and int condition

* format code

* implement and register __iter__ method

* Change to catch exception from C++ and throw IndexError

* add indexError error message

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* auto_zero_padding -> auto_truncating in cpp

* auto_truncating for python interface

* fix element count

* fix

* fix bug auto_truncating<->dim1_varying_length

* auto_truncating -> truncate

* rm not in if

* of format

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* refine and add test case

* support ellipsis type slice

* refine

* refine

* support slice assign ellipsis type

* refine

* register fn to localtensor

* basic implemetation of dataloader

* format

* refine as comments

* fix comments

* remove useless code

* add test case into unnitest

* refine ascomments

* refine as comments

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* add argmax test

* fix ci error

* fix docstring warning

* fix tensor greater and less bug

* fix conflict

* add test_flow_xxx_against_pytorch func

* fix default_value_not_set_bug

* fix bug

* auto format by CI

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* fix rmsprop ci fail

* fix rmsprop ci fail

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Multi-Client LogicalRun degenerate to PhysicalRun

* Add Logical->Physical in Multi-Client for IdGenerator and InstructionsBuilder

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* half implement of InputOpExpr

* Half implement of run InputOpExpr

* FeedInputOp/FeedVariableOp/FetchOutputOp Expr/Conf; Impl of LazyInterpret::Apply(FeedInputOpExpr)

* FeedInputOpExpr runnable

* refine note in multi-client session

* refine code

* refine test_input_op_expr.py

* Using with oneflow._oneflow_internal.lazy_mode.gard(True)

* using unittest skip if not in eager

* add JUST

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Modified the OutputArgModifyFn interface

* maybe error stack from CheckAndConstructOp to OutputArgModifier callback function

* maybe error stack from CheckAndConstructOp to OutputArgModifier callback function

* OutputArgModifier return maybe part_1

* maybe error stack from CheckAndConstructOp to OutputArgModifier callback function

* add JUST for hander in ForEachOperator

Co-authored-by: aishangjj <702572275@qq.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* add gather_nd and scatter_nd

* add testcase

* stable_api

* add docs and doctest

* add scatter_nd grad

* gradfunc

* delete some code comments

* add grad test

* add docs

* update words usage

* delete some import

* update

* update

* auto format by CI

Co-authored-by: Yao Chi <later@usopp.net>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* graph api

* add graph dummy test

* add test

* add recursive module mode

* graph.build test pass

* add detail check on graph inner node

* support config and train

* add repr for debug

* test buffer

* test buffer add

* refine test

* add comment

* refine test

* refactor Node to Block

* add named_state

* refine Graph.named_state()

* add state_tensortuple

* graph._compile()

* add mc session 0

* nn.graph: state tuple to private var; add BlockType; add simple multi client session

* NNGraphIf

* rm old graph.cpp

* nn.graph: add cpp NNGraph; export and call NNGraph

* add comment

* nn.Graph: rm prototype MultiClientSession

* nn.Graph: rm prototype MultiClientSession test

* nn.Graph: add TODO

* nn.Graph: format for review

* nn.Graph: format

* nn.Graph: format

* nn.Graph: pass flake8 check

* job_build_ctx

* support lazy context

* format

* lazy mode

* format

* format

* lazy mode add test

* debug session

* init session and job_build_context

* rm temp code

* build default scope

* add default scope

* add scope proto for debug

* chech scope

* format

* refine MultiClientSession.resource

* address review

* lazy init scope stack in single-client, instantly init scope stack after MultiClientSession created in multi-client

* fix typo

* address review

* fix clear default session

* merger and test

Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: cheng cheng <472491134@qq.com>

* move generator test into ops folder to accelerate tests

* ensure ONEFLOW_TEST_CPU_ONLY

* auto format by CI

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* refine

* refine

* refine

* add inplace testcase

* check inplace valid

Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>

* refine

* refine inplace name

* reformat

* auto format by CI

Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* address review

* lazy init scope stack in single-client, instantly init scope stack after MultiClientSession created in multi-client

* fix typo

* address review

* fix clear default session

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* add argmax test

* fix ci error

* fix docstring warning

* fix tensor greater and less bug

* fix conflict

* add test_flow_xxx_against_pytorch func

* add asinh and arcsinh test

* add asinh and arcsinh test

* add sinh test

* add atan2 module test

* add softplus test, softplus module has bug

* comment softplus

* add elu module autotest

* refine

* auto format by CI

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* init nn.image.flip

* clean code

* add unit test.

* revert python.cmake

* auto format by CI

* resolve comments

* add functor

* fix image_flip

* fix testcase

* fix warning:  Unexpected indentation

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: simonJJJ <821898965@qq.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* init of op diag

* init of op diag

* modify  op diag

* merge testcase

* delete no use tensor diag

* amend diag api docs

* resolve conficts

* resolve confict

* resolve confict

* resolve confict

* auto format by CI

* add tensor.diag

* auto format by CI

* amend API description

* add non_square test

* amend diag API description

* amend diag API description

* compact test code

* compact code

* auto format by CI

* amend API description

* amend API description

* motify functional API

* motify test_diag

* amend diag functional API

* amend diag docstring

* auto format by CI

* amend code standards

* auto format by CI

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* fix(Tensor): fix Tensor.grad setter bug

* refine error message

* fix(Tensor): fix bug

* add grad = grad * constant test

* update tensor.py to pr head

* format code

* fix(Parameter): fix Parameter construction bug

* fix bug

Co-authored-by: tea321000 <834914152@qq.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* add argmax test

* fix ci error

* fix docstring warning

* fix tensor greater and less bug

* fix conflict

* add test_flow_xxx_against_pytorch func

* add autotest part1

* add asin and arcsin module test

* auto format by CI

* try to fix export oneflow.python.test ci error

* delete __init__.py

* delete autotest tensor api

* fix ci export test_tensor_against_pytorch bug

* recover

* add tensor test

* auto format by CI

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Optimize tensor getitem.

* Fix merge

* Refine code style

* Fix typo and copy input if it's getitem is identity.

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

Signed-off-by: daquexian <daquexian566@gmail.com>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Add in_top_k function

* auto format by CI

* fix bug

* Update oneflow/python/ops/math_ops.py

Co-authored-by: Yao Chi <later@usopp.net>

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: Yao Chi <later@usopp.net>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* startup: use python, not C extension

* rst changes test

* refine

* add F.rst

* add bernoulli add docstr example

* add doctest for functional method

* del docstr utils immediately in init.py

* refine test case

* use sin, cos instead of add, mul

* refine

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Throw exception if check failed.

* Fix undefined symbol

* Optimize reduce mean

* Fix mean axis.

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* export Tensor only to python

* address review comments

* address review comments

* refine

* Update tensor_tuple_util.py

fix bug

* Update tensor.cpp

fix bug

* Update tensor.cpp

fix bug

* auto format by CI

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: clackhan <han_binbin@163.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* Modified the OutputArgModifyFn interface

* maybe error stack from CheckAndConstructOp to OutputArgModifier callback function

Co-authored-by: aishangjj <702572275@qq.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* add torch maxpool2d cpu kernel implementation

* refine cpu implementation

* op gpu implemetation

* bug-fix

* refine

* add pooling kernel util

* reimplementation of cpu kernel

* gpu kernel implementation

* gpu kernel implementation

* bug fix

* change indice index

* change indice index of grad compute

* add flag: return_indices

* format code

* update inteface param

* add param dilation

* bug-fix

* update padding param

* add maxpool2d test case

* format code

* bug fix

* update tese case

* update sbp of indice

* add code sample

* add new line

* use oneflow_api.BlobDesc

* add op torch maxpool1d

* add sample codes

* change dtype of indice

* add torch maxpool3d interface

* add implementation of maxpool3d

* reformat codes

* add atomic add

* bug-fix

* backward bug fix

* update search index

* format code

* update imterface params

* add sample code of maxpool3d

* refine and add test case

* support ellipsis type slice

* refine

* refine

* support slice assign ellipsis type

* refine

* register fn to localtensor

* merge master

* update maxpooling ops

* refactor maxpool2d op

* add ceil mode testcase

* rm useless code

* refine

* refactor maxpool3d op and test cases

* refine

* add maxpool1d implementation

* simplify params using struct

* fix sbp fn

* del notes

* refine

* refine

* add pooling functional api impl

* refine

* update sbp fn

* refin thread num

* refine

* auto format by CI

* rm bn test for debug

* limit registers num

* remove double dtype

* .

* auto format by CI

* update data type

* refine

* add cuda synchronize and error string capture

* move synchronize placement

* debug all kernel compute

* debug

* debug

* debug

* debug

* auto format by CI

* debug std infinity

* debug

* add numeric utils

* format

* refine

* add reference

* remove useless header

* move namespace to detail

* fix doctest error

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* replace ForeignJobInstance using JobInstance

* LazyJobStreamType

* NNGraphIf

* NNGraph -> NNGraphIf

* fix compile bugs

* add unit tests for instruction RunLazyJob

* GetInputBufferName/GetOutputBufferName

* address pr comments

* add cuda complie switch

* refine

Co-authored-by: liufengwei <2472937968@qq.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: clackhan <han_binbin@163.com>

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* feat(add_): support inplace add

* fix(add_): fix push bug

* Add InplaceableBinaryFunctor

* feat(add_): add tensor += other

* docs(add_): fix docs

* fix relu module bug

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* multi_client_session, single_client_session

* refactor

* modify according to MultiClientSessionContext api

* InitScopeStack in multi-client

* add function flag and scope attr

* address review

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* fix -1 index not support bug

* add test case

* fix -1 index not support bug