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Dev randint refine #5981

Merged
merged 17 commits into from
Aug 20, 2021
Merged

Dev randint refine #5981

merged 17 commits into from
Aug 20, 2021

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VertexC
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@VertexC VertexC commented Aug 20, 2021

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lixinqi and others added 17 commits August 19, 2021 21:44
* disable backward pass consistent tensor meta check.

* auto format by CI

Co-authored-by: binbinHan <han_binbin@163.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
* ddp broadcast params and buffers

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

* 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>
* add clang tidy target

* fix a bug

* refine

* refine

* reformat

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 some op-test

* fix dims_error in my branch

* Fix the bad backward kernel function by using 'cuda::atomic::Add' (#5614)

* Test `nn.AdaptiveAvgPoolXd` (#5615)

* Fix the bad backward kernel function by using 'cuda::atomic::Add'

* Support the 'NoneType' annotation

* Support objects of 'collections.abc.Iterable' as 'output_size'

* Test with all cases of 'output_size'

* Update adaptive_pool_gpu_kernel.cu

* Skip testing `nn.AdaptiveAvgPool3d` for the current PyTorch

* remove some useless test

* Format TODO

* Add the assertion messages for 'output_size'

* Reformat codes

* Remove raw tests for `flow.negative`

* Remove unnecessary codes and add the assertion messages

* Merge updates for 'generators.py' from master

* Remove unnecessary 'random()'

* Delete the separate test for `AvgPool2d`

* Fix import paths

* Fix import problems

* Remove the PyTorch import

* Denote the annotations for `tile` and `repeat` ops

* Add the test for `nn.AvgPool1d`

* Choose better generators for `nn.MaxPoolXd`

* Randomly choose `dilation` and default values

* auto format by CI

* Test more kwargs for `nn.AvgPoolXd`

* Add tests for `return_indices`

* auto format by CI

Co-authored-by: Tianyu Zhao <guikarist@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
* fix wrong names

* auto format by CI

* refine

* 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>
* CI: enable more checkers for clang-tidy

* .clang-tidy: remove cppcoreguidelines-pro-type-vararg

* CI: remove duplicate checkers

* CI: remove clang-analyzer-alpha.deadcode.*

* .clang-tidy: add performance-*

* oneflow/core/eager: remove unnecessary malloc & free

* .clang-tidy: add clang-analyzer-cplusplus.* to werror

* user_kernel: remove useless move

* quantization_aware_training: fix move return

* .clang-tidy: add google-*

* CI: fix clang tidy command

* CI: fix test

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
* feat(no_grad): support no_grad decorator

* feat(AutogradMode): export flow.autograd_mode

* feat(GradMode): export some grad_mode class

* docs(GradMode): export documents

* refine

* docs(GradMode): export document for is_grad_enabled

* auto format by CI

* fix(GradMode): fix single client bug

* fix bug

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

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* refactor functional::ToConsistent

* refactor GetNdSbp

* Update eager_consistent_op_interpreter.cpp

* Update eager_mirrored_op_interpreter.cpp

* fix error

* fix error

* auto format by CI

* Update nd_sbp.h

* refine identity boxing

* fix sync checkmeta error

* avoid consistent id check in lazy

Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
* add CMAKE_INTERPROCEDURAL_OPTIMIZATION in fast cmake cache

* skip test targets of re2

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
* check: fix clang-tidy-diff commands

* CI: fix step names

Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
* cuda base cpu mpi boxing

* cpu_mpi

* fix conflicts

* add cpu mpi unittests

* more checks and unittests

* abstract_consistent_to_consistent_op_expr

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* more test_consistent_cast unittests

* refactor functional::ToConsistent

* refactor GetNdSbp

* fix compiler complaints

* refactor GetDevice4CurrentProcessCtx

* fix error

Co-authored-by: clackhan <han_binbin@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
* fix bug int test_tensor_str

* format

* fix comment

* fix bug to(cuda) is unavailable in cpu env

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>
* prevent_running_oneflow_in_forked_subprocess

* add line change

* IsFork => IsForkedSubProcess

* 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>
@VertexC VertexC merged commit 671f4f5 into dev-randint Aug 20, 2021
@VertexC VertexC deleted the dev-randint-refine branch August 20, 2021 13:37
Flowingsun007 added a commit that referenced this pull request Aug 27, 2021
* add randint

* add

* add doc test

* Update randint_kernel.cu

* Update randint_kernel.cpp

* Update randint_op.cpp

* reconstrcut

* refine the code

* add test

* add test

* add test

* format

* Dev randint refine (#5981)

* disable backward pass consistent tensor meta check. (#5871)

* disable backward pass consistent tensor meta check.

* auto format by CI

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

* ddp broadcast params and buffers (#5913)

* ddp broadcast params and buffers

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

* 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>

* add clang tidy target (#5957)

* add clang tidy target

* fix a bug

* refine

* refine

* reformat

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

* cfg: add move assignment operator for performance (#5962)

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

* add zhangshen op-test (#5600)

* add some op-test

* fix dims_error in my branch

* Fix the bad backward kernel function by using 'cuda::atomic::Add' (#5614)

* Test `nn.AdaptiveAvgPoolXd` (#5615)

* Fix the bad backward kernel function by using 'cuda::atomic::Add'

* Support the 'NoneType' annotation

* Support objects of 'collections.abc.Iterable' as 'output_size'

* Test with all cases of 'output_size'

* Update adaptive_pool_gpu_kernel.cu

* Skip testing `nn.AdaptiveAvgPool3d` for the current PyTorch

* remove some useless test

* Format TODO

* Add the assertion messages for 'output_size'

* Reformat codes

* Remove raw tests for `flow.negative`

* Remove unnecessary codes and add the assertion messages

* Merge updates for 'generators.py' from master

* Remove unnecessary 'random()'

* Delete the separate test for `AvgPool2d`

* Fix import paths

* Fix import problems

* Remove the PyTorch import

* Denote the annotations for `tile` and `repeat` ops

* Add the test for `nn.AvgPool1d`

* Choose better generators for `nn.MaxPoolXd`

* Randomly choose `dilation` and default values

* auto format by CI

* Test more kwargs for `nn.AvgPoolXd`

* Add tests for `return_indices`

* auto format by CI

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

* fix wrong names (#5951)

* fix wrong names

* auto format by CI

* refine

* 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>

* Enable more checkers for clang-tidy in CI (#5738)

* CI: enable more checkers for clang-tidy

* .clang-tidy: remove cppcoreguidelines-pro-type-vararg

* CI: remove duplicate checkers

* CI: remove clang-analyzer-alpha.deadcode.*

* .clang-tidy: add performance-*

* oneflow/core/eager: remove unnecessary malloc & free

* .clang-tidy: add clang-analyzer-cplusplus.* to werror

* user_kernel: remove useless move

* quantization_aware_training: fix move return

* .clang-tidy: add google-*

* CI: fix clang tidy command

* CI: fix test

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

* Feat grad mode classes (#5956)

* feat(no_grad): support no_grad decorator

* feat(AutogradMode): export flow.autograd_mode

* feat(GradMode): export some grad_mode class

* docs(GradMode): export documents

* refine

* docs(GradMode): export document for is_grad_enabled

* auto format by CI

* fix(GradMode): fix single client bug

* fix bug

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

* extract_consistent_to_consistent_op_expr (#5870)

* abstract_consistent_to_consistent_op_expr

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* refactor functional::ToConsistent

* refactor GetNdSbp

* Update eager_consistent_op_interpreter.cpp

* Update eager_mirrored_op_interpreter.cpp

* fix error

* fix error

* auto format by CI

* Update nd_sbp.h

* refine identity boxing

* fix sync checkmeta error

* avoid consistent id check in lazy

Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* add CMAKE_INTERPROCEDURAL_OPTIMIZATION in fast cmake cache (#5970)

* add CMAKE_INTERPROCEDURAL_OPTIMIZATION in fast cmake cache

* skip test targets of re2

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

* check: fix clang-tidy-diff commands (#5972)

* check: fix clang-tidy-diff commands

* CI: fix step names

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

* Cpu mpi (#5865)

* cuda base cpu mpi boxing

* cpu_mpi

* fix conflicts

* add cpu mpi unittests

* more checks and unittests

* abstract_consistent_to_consistent_op_expr

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* more test_consistent_cast unittests

* refactor functional::ToConsistent

* refactor GetNdSbp

* fix compiler complaints

* refactor GetDevice4CurrentProcessCtx

* fix error

Co-authored-by: clackhan <han_binbin@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* fix_bug_test_tensor_str (#5958)

* fix bug int test_tensor_str

* format

* fix comment

* fix bug to(cuda) is unavailable in cpu env

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

* common/error: fix build error in mac (#5971)

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

* Prevent running oneflow in forked subprocess (#5976)

* prevent_running_oneflow_in_forked_subprocess

* add line change

* IsFork => IsForkedSubProcess

* 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>

* refine randint

Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: binbinHan <han_binbin@163.com>
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: daquexian <daquexian566@gmail.com>
Co-authored-by: Peihong Liu <mosout@qq.com>
Co-authored-by: Twice <i@twice.moe>
Co-authored-by: ZhangShen <55383772+zhangshen12356@users.noreply.github.com>
Co-authored-by: Tianyu Zhao <guikarist@gmail.com>
Co-authored-by: Luyang <flowingsun007@163.com>
Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>
Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Shenghang Tsai <jackalcooper@gmail.com>
Co-authored-by: liufengwei0103 <2472937968@qq.com>

* refine

* refine

* auto format by CI

* refine

* Update functional_api.yaml

* Update functional_api.yaml

* refine the code

* auto format by CI

* refine

* fix ci error

* fix test

* auto format by CI

* fixtest

* refine code

* auto format by CI

* refine code

* auto format by CI

* fix ci fail

* remove redefination api

* fix ci test

* auto format by CI

* fix consistency with torch

* auto format by CI

* unittest fixed

* fix doctest

Co-authored-by: Bowen Chen <bob2420083992@gmail.com>
Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: binbinHan <han_binbin@163.com>
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: daquexian <daquexian566@gmail.com>
Co-authored-by: Peihong Liu <mosout@qq.com>
Co-authored-by: Twice <i@twice.moe>
Co-authored-by: ZhangShen <55383772+zhangshen12356@users.noreply.github.com>
Co-authored-by: Tianyu Zhao <guikarist@gmail.com>
Co-authored-by: Luyang <flowingsun007@163.com>
Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>
Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Shenghang Tsai <jackalcooper@gmail.com>
Co-authored-by: liufengwei0103 <2472937968@qq.com>
oneflow-ci-bot added a commit that referenced this pull request Aug 30, 2021
* add randint

* add

* add doc test

* Update randint_kernel.cu

* Update randint_kernel.cpp

* Update randint_op.cpp

* reconstrcut

* refine the code

* add test

* add test

* add test

* format

* Dev randint refine (#5981)

* disable backward pass consistent tensor meta check. (#5871)

* disable backward pass consistent tensor meta check.

* auto format by CI

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

* ddp broadcast params and buffers (#5913)

* ddp broadcast params and buffers

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

* 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>

* add clang tidy target (#5957)

* add clang tidy target

* fix a bug

* refine

* refine

* reformat

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

* cfg: add move assignment operator for performance (#5962)

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

* add zhangshen op-test (#5600)

* add some op-test

* fix dims_error in my branch

* Fix the bad backward kernel function by using 'cuda::atomic::Add' (#5614)

* Test `nn.AdaptiveAvgPoolXd` (#5615)

* Fix the bad backward kernel function by using 'cuda::atomic::Add'

* Support the 'NoneType' annotation

* Support objects of 'collections.abc.Iterable' as 'output_size'

* Test with all cases of 'output_size'

* Update adaptive_pool_gpu_kernel.cu

* Skip testing `nn.AdaptiveAvgPool3d` for the current PyTorch

* remove some useless test

* Format TODO

* Add the assertion messages for 'output_size'

* Reformat codes

* Remove raw tests for `flow.negative`

* Remove unnecessary codes and add the assertion messages

* Merge updates for 'generators.py' from master

* Remove unnecessary 'random()'

* Delete the separate test for `AvgPool2d`

* Fix import paths

* Fix import problems

* Remove the PyTorch import

* Denote the annotations for `tile` and `repeat` ops

* Add the test for `nn.AvgPool1d`

* Choose better generators for `nn.MaxPoolXd`

* Randomly choose `dilation` and default values

* auto format by CI

* Test more kwargs for `nn.AvgPoolXd`

* Add tests for `return_indices`

* auto format by CI

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

* fix wrong names (#5951)

* fix wrong names

* auto format by CI

* refine

* 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>

* Enable more checkers for clang-tidy in CI (#5738)

* CI: enable more checkers for clang-tidy

* .clang-tidy: remove cppcoreguidelines-pro-type-vararg

* CI: remove duplicate checkers

* CI: remove clang-analyzer-alpha.deadcode.*

* .clang-tidy: add performance-*

* oneflow/core/eager: remove unnecessary malloc & free

* .clang-tidy: add clang-analyzer-cplusplus.* to werror

* user_kernel: remove useless move

* quantization_aware_training: fix move return

* .clang-tidy: add google-*

* CI: fix clang tidy command

* CI: fix test

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

* Feat grad mode classes (#5956)

* feat(no_grad): support no_grad decorator

* feat(AutogradMode): export flow.autograd_mode

* feat(GradMode): export some grad_mode class

* docs(GradMode): export documents

* refine

* docs(GradMode): export document for is_grad_enabled

* auto format by CI

* fix(GradMode): fix single client bug

* fix bug

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

* extract_consistent_to_consistent_op_expr (#5870)

* abstract_consistent_to_consistent_op_expr

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* refactor functional::ToConsistent

* refactor GetNdSbp

* Update eager_consistent_op_interpreter.cpp

* Update eager_mirrored_op_interpreter.cpp

* fix error

* fix error

* auto format by CI

* Update nd_sbp.h

* refine identity boxing

* fix sync checkmeta error

* avoid consistent id check in lazy

Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* add CMAKE_INTERPROCEDURAL_OPTIMIZATION in fast cmake cache (#5970)

* add CMAKE_INTERPROCEDURAL_OPTIMIZATION in fast cmake cache

* skip test targets of re2

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

* check: fix clang-tidy-diff commands (#5972)

* check: fix clang-tidy-diff commands

* CI: fix step names

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

* Cpu mpi (#5865)

* cuda base cpu mpi boxing

* cpu_mpi

* fix conflicts

* add cpu mpi unittests

* more checks and unittests

* abstract_consistent_to_consistent_op_expr

* fix compiler complaint

* refactor consistent-to-consistent eager consisitent op interpreter

* fix compiler complaint

* refactor ConsistentToConsistentOpExpr

* lazy interpreter (#5903)

* fix bugs about consistent_id

* more test_consistent_cast unittests

* refactor functional::ToConsistent

* refactor GetNdSbp

* fix compiler complaints

* refactor GetDevice4CurrentProcessCtx

* fix error

Co-authored-by: clackhan <han_binbin@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* fix_bug_test_tensor_str (#5958)

* fix bug int test_tensor_str

* format

* fix comment

* fix bug to(cuda) is unavailable in cpu env

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

* common/error: fix build error in mac (#5971)

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

* Prevent running oneflow in forked subprocess (#5976)

* prevent_running_oneflow_in_forked_subprocess

* add line change

* IsFork => IsForkedSubProcess

* 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>

* refine randint

Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: binbinHan <han_binbin@163.com>
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: daquexian <daquexian566@gmail.com>
Co-authored-by: Peihong Liu <mosout@qq.com>
Co-authored-by: Twice <i@twice.moe>
Co-authored-by: ZhangShen <55383772+zhangshen12356@users.noreply.github.com>
Co-authored-by: Tianyu Zhao <guikarist@gmail.com>
Co-authored-by: Luyang <flowingsun007@163.com>
Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>
Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Shenghang Tsai <jackalcooper@gmail.com>
Co-authored-by: liufengwei0103 <2472937968@qq.com>

* refine

* refine

* auto format by CI

* refine

* Update functional_api.yaml

* Update functional_api.yaml

* refine the code

* auto format by CI

* refine

* fix ci error

* replace np randint with flow.randint

* add tensor.item tensor.tolist

* add test case

* refine

* auto format by CI

* fix ci fail

* revert change

* auto format by CI

* refine

* auto format by CI

Co-authored-by: Kevin-XiongC <kevin_xiong1997@outlook.com>
Co-authored-by: Bowen Chen <bob2420083992@gmail.com>
Co-authored-by: Li Xinqi <lixinqi2010@gmail.com>
Co-authored-by: binbinHan <han_binbin@163.com>
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: daquexian <daquexian566@gmail.com>
Co-authored-by: Peihong Liu <mosout@qq.com>
Co-authored-by: Twice <i@twice.moe>
Co-authored-by: ZhangShen <55383772+zhangshen12356@users.noreply.github.com>
Co-authored-by: Tianyu Zhao <guikarist@gmail.com>
Co-authored-by: Yinggang Wang <wyg19970408@gmail.com>
Co-authored-by: Xinqi Li <lixinqi0703106@163.com>
Co-authored-by: leaves-zwx <kunta0932@gmail.com>
Co-authored-by: Shenghang Tsai <jackalcooper@gmail.com>
Co-authored-by: liufengwei0103 <2472937968@qq.com>
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