* fix upsample nearest bug

* fix upsample nearest bug (#5347)

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* fix upsample bilinear bug

* fix upsample bilinear bug

* recover code

* align with pytorch

* redesign upsample bilinear

* fix align corner bug

* align bilinear with pytorch

* fix conflict

* fix bug

* code reuse

* fix commets

* add upsample_linear_1d_user_op

* add upsample_linear_1d_user_op

* add linear1d interp cpu kernel

* add linear1d interp gpu kernel

* rename kernel name

* add upsample nearest_1d kernel

* add upsample nearest_1d cuda kernel

* add upsample nearest_1d op

* fix complie bug

* add bicubic interp cpu kernel forward

* add bicubic2d interp cpu kernel backward impl

* add bicubic2d gpu kernel impl

* fix bicubic kernel compile error

* add bicubic2d kernel register

* fix compile bug

* nearest3d interp cpu kernel

* add nearest3d gpu kernel

* add nearest3d kernel registry

* add nearest3d cpu kernel

* add nearest3d cpu kernel

* add nearest3d cpu kernel

* fix upsample nearest interp bug

* fix upsample nearest interp bug

* add trilinear3d cpu kernel forward

* add trilinear3d cpu kernel backward

* add trilinear gpu kernel impl

* add trilinear op registry

* init interpolate nn function

* add upsample functors

* add interolate module

* add interpolate test_case

* restruct upsample_nearest2d and upsample_bilinear2d

* add upsample nearest2d and bilinear2d op registry

* add upsample nearest2d and bilinear2d op registry

* add upsample kernel grad functor

* add upsample_nearest_2d backward

* add upsample_linear_1d backward

* add upsample_nearest_1d backward

* add upsample_bicubic_2d backward

* fix backward impl bug

* fix nearest1d backward bug

* try to fix backward segmentfault

* add data_format parammeter

* fix upsample kernel backward bug

* fix cuda kernel impl bug

* fix upsample nearest bug

* fix align_corner attr error

* align linear1d impl with pytorch

* fix trilinear register bug

* fix trilinear bug

* add trilinear aligncorners test

* add test for bicubic, still has bug

* reimpl bicubic2d kernel

* align cubic interpolate with pytorch

* add bicubic cuda kernel

* fix bug

* align api with pytorch

* add doctest for interpolate

* update interpolate docs

* fix comments

* fix check_of_return comment

* fix comment

* fix comments

* fix commnet

* fix comment

* fix comments

* fix comments

* fix comments

* fix comments

* fix comment

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* piprepo->pipindex

* refine

* save

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* modified SetInputArgModifyFn

* Delete the CHECK changes in the assign_op.cpp file

* Format

* Modified the OutputArgModifyFn interface

* add return

* 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

* input_arg_modifier return maybe

* change lambda for JUST macro

* fix conflicts

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* trigger ci test on graph

* add module scope

* Block.paramter or buffer return different value based on context

* add test on scope name prefix

* refine scope build

* refine scope build

* lambda get parameter to create right scope

* check para get

* fix vm:PhysicalRun

* lazy Tensor only create once

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* add_timeout_for_wait_gpu_slot

* refine

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* add gelu test

* add test for activation module

* add acos test

* add acosh test

* add tensor sigmoid test

* remove wrong acos

* add arccosh test

* remove acosh arccosh atan2 unittest

* remove arccosh acosh atan2 unittest to test_math_ops.py

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* Add unique.cuh

* CHECK workspace_size

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* new static check based on clang-tidy

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

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* include clang headers

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* build third party

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* install deps

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* remove old clang plugin

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* 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

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* 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

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* 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

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* 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

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* fix rmsprop ci fail

* fix rmsprop ci fail

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* Multi-Client LogicalRun degenerate to PhysicalRun

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

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* 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

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* 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

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* 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

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* 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

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* move generator test into ops folder to accelerate tests

* ensure ONEFLOW_TEST_CPU_ONLY

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* refine

* refine

* refine

* add inplace testcase

* check inplace valid

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* refine

* refine inplace name

* reformat

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* address review

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

* fix typo

* address review

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* Optimize tensor getitem.

* Fix merge

* Refine code style

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

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* Add in_top_k function

* auto format by CI

* fix bug

* Update oneflow/python/ops/math_ops.py

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* 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

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* Throw exception if check failed.

* Fix undefined symbol