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var kernel #7024

Merged
merged 60 commits into from
Jan 8, 2022
Merged

var kernel #7024

merged 60 commits into from
Jan 8, 2022

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@liufengwei0103 liufengwei0103 changed the title var forward kernel var kernel Dec 13, 2021
@liufengwei0103 liufengwei0103 marked this pull request as ready for review December 23, 2021 09:13
MARD1NO
MARD1NO approved these changes Dec 29, 2021
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@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot January 7, 2022 08:39
@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot January 7, 2022 08:54
@github-actions github-actions bot removed the automerge label Jan 7, 2022
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CI failed when running job: cuda-legacy-op-distributed. PR label automerge has been removed

@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot January 7, 2022 14:05
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CI failed when running job: cuda-legacy-op-distributed. PR label automerge has been removed

@github-actions github-actions bot removed the automerge label Jan 7, 2022
@oneflow-ci-bot oneflow-ci-bot removed their request for review January 7, 2022 15:51
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Speed stats: 
GPU Name: GeForce GTX 1080 

OneFlow resnet50 time: 137.6ms (= 13760.1ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 140.2ms (= 14023.2ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.02 (= 140.2ms / 137.6ms)

OneFlow resnet50 time: 78.1ms (= 7805.8ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 82.5ms (= 8251.8ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.06 (= 82.5ms / 78.1ms)

OneFlow resnet50 time: 49.8ms (= 9969.7ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 59.0ms (= 11800.5ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.18 (= 59.0ms / 49.8ms)

OneFlow resnet50 time: 42.2ms (= 8447.5ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 45.7ms (= 9137.5ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.08 (= 45.7ms / 42.2ms)

OneFlow resnet50 time: 41.4ms (= 8282.3ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 38.6ms (= 7724.9ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 0.93 (= 38.6ms / 41.4ms)

OneFlow resnet50 time: 152.2ms (= 15220.3ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 158.3ms (= 15826.4ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.04 (= 158.3ms / 152.2ms)

OneFlow resnet50 time: 93.5ms (= 9346.2ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 101.3ms (= 10133.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.08 (= 101.3ms / 93.5ms)

OneFlow resnet50 time: 68.9ms (= 13771.4ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 69.9ms (= 13982.8ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.02 (= 69.9ms / 68.9ms)

OneFlow resnet50 time: 69.1ms (= 13812.0ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 64.7ms (= 12947.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 0.94 (= 64.7ms / 69.1ms)

OneFlow resnet50 time: 68.5ms (= 13701.2ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 57.7ms (= 11540.1ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 0.84 (= 57.7ms / 68.5ms)

@oneflow-ci-bot oneflow-ci-bot merged commit efee2d5 into master Jan 8, 2022
@oneflow-ci-bot oneflow-ci-bot deleted the var_kernel branch January 8, 2022 02:17
@oneflow-ci-bot oneflow-ci-bot removed their request for review January 8, 2022 02:17
Yipeng1994 pushed a commit that referenced this pull request Jan 20, 2022
@wyg1997 @lixinqi
@oneflow-ci-bot @ouyangyu @daquexian @leaves-zwx @strint @simonJJJ @lixiang007666 @BBuf @clackhan @Flowingsun007 @chengtbf @MARD1NO @jackalcooper @PragmaTwice @hjchen2 @luqiang-guo @mosout @liujuncheng @zzk0 @VertexC @doombeaker @liufengwei0103 @lcylcy @guo-ran @wyushun @grybd @hengzi @tangnana925 @dangkai4u @Garfieldgzhh @taoteo @Ldpe2G
Merge auto parallel update (#7280)
2824513 
* Source op per critical section (#6472)

* backup code

* EventRecord

* auto format by CI

* backup code

* remove deprecated binary test cases

* refactor valatile to atomic

* add StreamType::InitInstructionStatusIf/StreamType::DeleteInstructionStatusIf

* merge from branch profiling_nn_graph

* address comments

* EventRecordProvider

* more comments for XXXStatusQuerier::SetLaunched

* more comments for SharedEventRecord::Init

* wait source op per critical section

* rename a task_node.cpp

* minor fix

* backup code

* fix compiler complaints

* 1) remove AddCtrlEdgeBetweenSrcDstTickAndInputOutputInSameRank; 2) create CriticalSectionInstance buffers

* fix compiler complaints

* more profiler code

* refactor vm preschedule

* TryMoveFromWaitingToReady

* revert flying_instruction_cnt

* revert to single position to call DispatchInstruction

* revert several code

* reset instruction watermark

* remove is_xxx_hook_empty

* build with profiler

* merge master

* insert device ticks before and after critical sections

* refactor register_num of cs_wait/cs_callback from 2 to 128

* fix static analysis complaints

* fix complier complaints about JobBuilder::ParallelConf4OpName

* Update oneflow/core/operator/critical_section_wait_tick_op.cpp

Co-authored-by: daquexian <daquexian566@gmail.com>

* address pr comments

* add job example for InstructionsBuilder::LaunchLazyJob

* address pr comments

Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: ouyangyu <xuanjiuye@gmail.com>
Co-authored-by: daquexian <daquexian566@gmail.com>

* More details of error of getting op matched sbp signature (#7077)

* more details of error msg

* minor change

* address review comment

* avoid namesake iterator

* Module apply only once (#7055)

* add once apply of param

* apply once on buffer

* test reuse var on module to

* test resue var

* rm useless test

* finish test

* refine test

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

* distributed test bugfix (#7057)

* change spawn_shell to spawn_shell_and_check, sleep in script

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

* fix distributed test master addr

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

* remove sleep

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

* spawn_shell -> spawn_shell_ignoring_failure

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

* auto format by CI

* fix bug

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

* auto format by CI

* fix the reversed logic

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

* improve error msg

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

* resolve name conflict of MASTER_ADDR

Signed-off-by: daquexian <daquexian566@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>

* fix promote_type matrix (#7066)

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

* fix chunk op dim=-1 bug (#7073)

* fix chunk op dim=-1 bug

* Update oneflow/core/functional/impl/array_functor.cpp

Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>

* Update oneflow/core/functional/impl/array_functor.cpp

Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>

Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Fix resource desc dump cudnn conf bug (#7038)

* fix Resource::DumpCudnnConf

* fix typo and error msg

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

* fix concat bug (#7075)

* fix

* support concat single input

* Clean TensorNameScope after graph build (#7076)

* Clear tensor name scope after graph build

* Add test case of 2 graph caught same free eager tensor

* 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_abnormal_printing (#7099)

* Fix bias add dropout fuse (#7081)

* fix bias_add dropout fuse when p=0.0

* remove redundant op

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

* Support 1d to 2d eager boxing (#7083)

* fix Resource::DumpCudnnConf

* support_1d_to_2d_eager_boxing

* rename stack to unflatten

* add test case

* of format

* refine test case

* Revert "fix Resource::DumpCudnnConf"

This reverts commit f07278d.

* support nd to 1d

* add 2d to 1d test case

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

* Implement all User Ops with Op Schema (#7032)

* add oneflow-tblgen: generate op schema (OpInterpCtx) from ods

* cmake: add inja

* tblgen: add oneflow_datatype

* tblgen: use option cat

* tblgen: fix error

* tblgen: put impl in .cpp

* tblgen: fix null attrs

* tblgen: fix null ops

* refine

* refine

* reifne

* Refine op schema template and compilation

* add base OpInterpCtx to finish compilation

* fix

* refine

* fix

* add custom infer code

* generate op registrants automatically

* refine

* fix

* update user op ods and fix shape attr

* refine

* refine

* add custom code in op base

* refine comments

* add same_output_regst_num and infer

* support declare hasxx

* update op schema emitter

* refine

* emit output regist num

* refine

* refine

* migrate acc op

* migrate onerec_reader, ones_like, send, pack and padding ops

* add has_sbp_signature_infer_fn

* refine

* migrate pad, parallel_cast, partial_fc and pooling ops

* rm redundant has_device_infer_fn

* migrate prelu, quantization, randperm, reduce and repeat ops

* migrate reshape, reshape_like, roi_align, same_pad, selu and scalar related ops

* back port

* backport

* migrate ops

* refine

* refine

* refine

* refine

* add new op

* fix llvm not found

* fix mlir headers

* fix mlir headers

* fix llvm not found

* irefine

* mark override

* fix merge

* fix

* fix

* set op schema as obj lib to speed up

* rewrite ops

* add addn

* add grdi

* refien

* add more def (#7051)

* affine grid

* refien

* refine

* refine

* refine

* fix

* refien

* refine

* refine

* refine

* refine

* refine

* refien

* refine

* refine

* refein

* refine

* refine

* refine

* refine

* refien

* refine

* refine

* refine

* refien

* refien

* refien

* refine

* refine

* refien

* refine

* refine

* refine

* refein

* refine

* refine

* refine

* refine

* refine

* refien

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refein

* refine

* refine

* refine

* move more ops

* fix math_binary_broadcast/elementwise_ops

* fix hardtanh

* add norm

* rename file and add CpuOnly no_grad

* fix ir & fix norm op

* fix oneflow-tblgen

* fix math_unary_elementwise_op

* fix norm

* fix bn

* fix op schema

* refine

* fix

* refine physical_tensor_desc_infer_fn

* refine

* add ScalarLogicalNotEqualOp & RecvOp

* refine

* auto format by CI

* fix fmt

* add cuda only trait

* delete unused inja

* del inja_copy_headers_to_destination

* delete unused inja

* del inja_copy_headers_to_destination

* add cuda only to tblgen

* fix json inja url and md5 not used

* fix json inja url and md5 not used

* refine

* revert

* add with cuda

* refine

* delete GenUserOpODS

* remove cuda only

* revert cuda only after meeting

* fix

Co-authored-by: PragmaTwice <i@twice.moe>
Co-authored-by: hjchen2 <chenhoujiangcug@gmail.com>
Co-authored-by: oneflow-ci-bot <ci-bot@oneflow.org>

* Feat/debug pass (#7054)

* add pass debug

* debug pass

* refine comment of fuse add pass

* 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 error message (#6930)

* fix error message

* fix dot doc

* fix dot elem cnt

* 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 simple ci: add of_op_schema target to tidy check (#7105)

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

* Rename AnyType in .td (#7109)

* AnyType => Tensor

* refine

* refine

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

* Feat graph reuse var (#7080)

* add once apply of param

* apply once on buffer

* test reuse var on module to

* test resue var

* rm useless test

* finish test

* refine test

* Clear tensor name scope after graph build

* Add test case of 2 graph caught same free eager tensor

* auto format by CI

* refactor var build draft

* add full func; add check

* done

* add test of call parameter ousite its moudule

* fix break test

Co-authored-by: chengtbf <472491134@qq.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>

* Fix l2_normalize & add nn.functional.normalize (#6940)

* fix l2_normalize

* add normalize

* add test for normalize

* refine

* clean l2_normalize and refine normalize

* simplify normalize test

* Fix l2norm block_size

* refine

Co-authored-by: Juncheng <liujuncheng1022@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>

* Align api in swin transformer (#7058)

* add linspace op

* fix align error in swintransformer

* add @ magic method

* fix conflict

* support tensor list

* fix meshgrid bug

* revert

Co-authored-by: hjchen2 <chenhoujiangcug@gmail.com>

* set CMAKE_LINK_DEPENDS_NO_SHARED to ON (#7063)

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

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

* Add other api graph autotest (#7091)

* Clear tensor name scope after graph build

* Add test case of 2 graph caught same free eager tensor

* auto format by CI

* add other api graph autotest

* add more samples

* fix comments

* refine

* refine

* refine

* refine

* refine

* fix error

* fix test error

* fix bug

* fix flip bug

* fix bug

* fix bug

* fix ci bug

* fix ci error

* fix bug

* fix ci error

Co-authored-by: chengtbf <472491134@qq.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>
Co-authored-by: Li Xiang <54010254+lixiang007666@users.noreply.github.com>

* [serving] dev graph run (#7008)

* add cmake changes for liboneflow_cpp.so

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

* add separate target for cpp api test

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

* add cpp api test in ci

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

* graph run

* reverse the order of cudnn and cuda library

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

* update logic of BUILD_MONOLITHIC_LIBONEFLOW

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

* rename BUILD_MONOLITHIC_LIBONEFLOW to BUILD_MONOLITHIC_LIBONEFLOW_CPP_SO

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

* refine

* [draft] implement graph parameter load and save (#7010)

* implement parameter save (python) and load (c++)

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

* revert accident changes

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

* fix circular reference

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

* pimpl

* batching

* share lib directory in test container

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

* fix typo;

* add github actions debug

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

* Revert "add github actions debug"

This reverts commit 7d9aef6.

* add upterm debug after exe test

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

* sleep after fail

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

* set LD_LIBRARY_PATH in yml for cpp api test exe

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

* refine

* add test file && input order

* sleep

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

* upload liboneflow_cpp.so

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

* modify cmake to trigger compilation

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

* load job from ir && clean && add mlir model

* [remove useless python code]save to .pb

* add target of_common_obj to remove duplicate REGISTER_PASS  && run of_format

* remove openvino

* remove openvino test

* refine

* IValue

* Update oneflow/api/cpp/framework/graph.h

Co-authored-by: daquexian <daquexian566@gmail.com>

* refine

* refine

* refine

* refine

* refine

* refine

* rename in oneflow.cmake

* refine oneflow.cmake

* make of_api_common object library

* move device util function in api to core

* remove device check in New and ThreadLocalGetOrNew

* refine

* fix device test

* refine graph test

* refine GetExeDir()

* refine GetExeDir() again

* fix

* refine

* fix

Co-authored-by: daquexian <daquexian566@gmail.com>
Co-authored-by: oneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
Co-authored-by: mosout <mosout@qq.com>

* disable autograd in lazy mode (#7070)

* disable autograd in lazy mode

* refine

* Fix/rand source op in graph (#7092)

* add test

* fix rand consistent

* add test

* Fix powf (#7106)

* quick fix power

* add int scalar test case

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

* Dispatch stateful ops using functional api (#7046)

* Dispatch functional stateful ops

* fix

* fix cmake

* fix

* disable attr check since it may not given when creating op expr.

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* refine

Co-authored-by: VertexC <bob2420083992@gmail.com>

* Fix HWLoc memory affinity (#7115)

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

* add_env_api_docs (#7100)

* add_env_api_docs

* minor fix

* fix grammatical errors

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

* tmp skip s0 print because of slice (#7065)

* tmp skip s0 print because of slice

* tmp skip s0 print in test case

* fix

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

* indexing first version (#7012)

* indexing first version

* complete

* test

* out loop

* test skip

* revise

* revise

* shape

* docs

* formatted

* confict1

* confict2

* confict2

* confict

* revise

* 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>

* fix maybe: add Maybe(T&&) to allow constructing from rvalue T (#7125)

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

* autotest_add_graph_log (#7126)

* Meta info consistency check (#7085)

* meta_info_consistency_check

* refine check function

* Update consistent_cast.cpp

* move check to opinterpreter

* refine

* add note

* refactor MetaInfoConsistencyCheck

* of_format

* refine

* NonRecursiveMetaInfoConsistencyCheck

* fix func name

* add IsMetaInfoConsistencyCheckDisable()

* mino fix

* refine

* minor fix

* format

* minor fix

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

* cmake: use interface target instead of include_directories in pybind11 (#7128)

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

* Import cmake dependence json and inja using FetchContent (#7124)

* import cmake dependence json and inja using FetchContent

* install-llvm: fix url hash

* fix inja config

* add cache var

* fix ninja build

* fix ninja build

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

* Add environment variable to set GRPC_ARG_MAX_MESSAGE_LENGTH (#7130)

* env ONEFLOW_GRPC_MAX_MESSAGE_BYTE_SIZE

* set default to -1

* Fea/nhwc (#6811)

* legacy maxpool2d module

* add legacy avgpool2d

* add graph cudnn conv alg config

* add conv2d nhwc

* lazy create cuda_stream in CudaCopyD2HDeviceCtx CudaStreamHandleDeviceCtx

* refine

* conv bn pool nhwc for resnet perf

* one hot with float

* use BiasAddRowGpu

* rm l2 with 0

* reformat

* add nhwc env var

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* fix and refine

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* reduce memory usage caused by slice grad (#7144)

* cmake: fix THIRD_PARTY build (#7146)

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* fix fold op (#7156)

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* Support inplace for lazy consistent (#7112)

* Support inplace for lazy consistent

* fix single client sbp hint

* refine

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* fix prelu bug (#7118)

* support dtype and device in prelu

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* update

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* use ibn2nd_sbp to get nd_sbp (#7155)

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* fix copy bug (#7159)

* fix copy bug

* add to test case

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* Fix laynorm backward bug (#7164)

* fix layernorm backward index bug

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* [Fix] graph support 0-Size tensor (#6957)

* Add nn.functional.glu graph test

* add filter to motify functional autotest

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* add test ok example

* Clear tensor name scope after graph build

* Add test case of 2 graph caught same free eager tensor

* auto format by CI

* Dev cc clean tensor name scope (#7082)

* Clear tensor name scope after graph build

* Add test case of 2 graph caught same free eager tensor

* auto format by CI

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* submit test success example

* test success example

* submit test code

* fix a bug about relu module with 0 shape data

* fixed a bug about relu module with 0 shape data

* fix a bug about relu module with 0 shape data

* fix a bug about relu module with 0 shape data

* 0shape and 0d autotest

* fix a bug about relu module with 0 shape data

* 0shape changed to 0_size

* modify test_var.py

* modify test_eye.py

* modify test_reshape.py

* modify test_.py

* modify ReshapeFunctor

* modify some file

* Fixed graph autotest bug with reshape op test

* Fixed graph autotest bug with reshape op test

* fixed test_sub.py

* modify test_sub.py

* modify tensor_methods.cpp

* modify array_functor.cpp

* graph support 0-Size tensor

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* modified check_graph=True

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* Cumsum op implementation (#7050)

* add cumsum op's forward definition

* add cumsum forward test case

* cumsum ver3

* remove calculating time

* add cumsum forward gpu implementation

* fix gpu forward error

* change var name

* remove annotation

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* add cumsum grad definition

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* add a 3d cuda kernel try

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This reverts commit 05c3155.

* Revert "Revert "add cumsum gpu test""

This reverts commit 918ee15.

* change nele to ele_cnt

* add test_cumsum.py in oneflow/test/modules

* change original test_cumsum to autotest version

* optimize cumsum for special up_space and down_space

* add two special cu func

* add cumsum doc

* update doc

* update doc

* update code according to bbuf's review

* ditto

* change pin/pout to in_ptr/out_ptr

* remove multi-thread func

* update doc

* use tensor processor

* update by review

* update by review

* update

* update

* auto format by CI

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* update doc

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* Logical slice in tenosr str (#7116)

* using logical slice in tensor str

* add tensor str util file

* refine

* refine

* refine

* refine

* add logical slice docs

* fix bug

* fix comment

* auto format by CI

* fix doc test bug

* delete TODO

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* Add install for oneflow py (#7107)

* Add install for oneflow py

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refien

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

* refine

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* fix bug: output key not exists when SavaJobToIR (#7139)

* fix bug: output key not exists when SavaJobToIR

* [test] makedirs when path not exists

* remove useless comment

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* Add linalg 2d norm op for clip_grad (#7160)

* add linalg_2d_norm op for clip_grad

* code format

* revert sqrt

* fix comment

* refine

* fix comment

* fix ci error

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* fix docs bug

* fix ci error

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* refine nn.graph autotest (#7111)

* add linspace op

* refine graph autotest

* revert

* add graph error trace

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* auto format by CI

* fix set_printoptions error

* auto format by CI

* CI test bug

* auto format by CI

* For CI

* auto format by CI

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* add oneflow/pytorch cudnn.deterministic (#7172)

* add cudnn.deterministic

* fix bug

* auto format by CI

* fix bug

* fix generate fake program input bug

* auto format by CI

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* fix linalg vector norm scalar tensor print bug (#7178)

* fix linalg vector norm scalar tensor print bug

* auto format by CI

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* use op schema for cumsum (#7175)

* add op schema for cumsum

* change cumsum's td definition to math group

* update

* fix get_sbp for scalar math ops (#7184)

* add inplace mul for clip_grad (#7180)

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* auto format by CI

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* Add swapaxes op (#7179)

* Add swapaxes op

* Modify runtime

* fix docstr

* Modify functor

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* fix install cuda include (#7191)

* Support uneven split in eager slice boxing (#7123)

* fix Resource::DumpCudnnConf

* add shape para in boxing check function

* fix GetBoxingFunction para

* asymmetric_x_to_b support cpu

* forbid uneven split in cellective boxing

* refine slice boxing kernel to support uneven split

* add test case and fix balanced_splitter error

* fix test case

* fix op/kernel bug

* fix bug in symmetric_s_to_p

* revert boxing_dividor_util.cpp

* use const Shape&

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* Add stack kernel (#7152)

* fix arange bug

* build init kernel

* add stack backward

* remove annotation

* reformat and fix sbp

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* fix format

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* fiux user ops td

* fix to use size_t

* fix annotation

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* fix userop tabelgen

* fix bug when num of inputs greater than 128

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* Add erfinv op (#7163)

* Add erfinv op pre

* fix

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* Add test

* fix comment

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* add doc for pybind type (#7193)

* fix linspace bug (#7185)

* fix linspace bug

* auto format by CI

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* Add floor inplace version (#7187)

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* remove is_lazy check in nn.Graph inplace output (#7190)

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* Fix test case about eye (#7194)

* fix eye test case

* add test case

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* fix(narrow): fix consistent narrow gradient bug (#7195)

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* Fused kernel with broadcast (#6977)

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* skip drop if drop rate is zero (#7186)

* Dev inplace clamp (#7182)

* add inplace for clamp

* first commit

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* Revert "Fused kernel with broadcast (#6977)" (#7207)

This reverts commit 80099aa.

* [BUG] Fixed graph autotest bug with sub op  (#7142)

* fixed Fixed graph autotest bug with sub op test

* fixed 0size data graph autotest bug with randperm op

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* var  kernel (#7024)

* var forward kernel

* variance backward

* add var backward

* refine

* refine

* refine

* refine

* add GetSbpFn

* refine

* refine

* refine

* refine

* refine

* add TODO

* replace 'axis' str using 'dim' str

* change the way of getting cuda stream

* add comment

* auto format by CI

* fix ref bug

* fix static check error

* auto format by CI

* fix build many linux error

* format

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* fix mut dptr error when size is 0

* refine

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* auto format by CI

* refine

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* fix backward unsqueeze dim bug

* fix bug backward

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* fix out of order bug

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* Add Python code frame, debug(2) and debug(3) in nn.Graph (#7110)

* add frame

* test pass

* refine loc str

* refine code

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* refine debug

* glog to stderr when v 2

* refine py str api

* refine and fix py obj repr

* refine pystr; use GetOrThrow at pyfunc; use alsologtostderr

* refine pystr

* move str

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* log 2 alsolog

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* update readme 0.6.0 (#7202)

* update readme

* add Publication section

* reorder

* update default version

* Fix check graph bug part1 (#7197)

* support randperm graph test

* add diagonal graph test

* fix eye op check graph bug

* refine

* fix to bug

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* fix

* format

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* Add documentation file for nn.init.xxxx (#7181)

* Add documentation file for nn.init.xxxx (#7168)

* Modify document index order (#7168)

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* Refactor to numpy (#7097)

* tensor numpy method

* to numpy

* delete useless file

* replace CHECK_JUST with JUST

* tensor cpu method return self if it is in cpu

* delete tensor buffer

* delete useless code

* refine

* Update python/oneflow/nn/modules/tensor_ops.py

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* refine

* add docstr of cpu method

* delete useless code

* refine

* add comment

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* revert format change

* fix tensor buffer numpy

* support tensor buffer to invoke numpy

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* auto format by CI

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* Fix eager boxing bug (#7196)

* fix_eager_boxing_bug

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* minor fix

* fix error

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* Feat eager consistent 2d sbp infer (#7143)

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* feat(EagerConsistent): add same sbp judgement

* refine code

* feat(EagerConsistent): update 1d to 1d copy cost

* feat(EagerConsistent): try to get boxing from eager_consistent_boxing_mgr

* feat(EagerConsistent): update copy cost function

* remove useless code

* refine code

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* Revert "Fused kernel with broadcast (#6977)"

This reverts commit 80099aa.

* Add comment

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* Revert "Revert "Fused kernel with broadcast (#6977)""

This reverts commit e7e2990.

* fix P->B copy cost

* fix error message error

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* fix split default arg (#7222)

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* fix no grad inplace clamp (#7220)

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* fix readthedocs auto update (#7223)

* fix docs (#7227)

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* allow_file_schema_in_mirror_third_party (#7231)

* support_symmetric_cyclic_nd_sbp_boxing (#7210)

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* Fix erfinv and swapaxes (#7217)

* Fix erfinv and swapaxes

* Fix

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* Support nd sbp dim reduce (#7230)

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* fix comm test cases (#7021)

* fix comm test cases

* auto format by CI

* refine

* refine

* refine

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* fix_backward_bug_in_1d_to_2d_boxing (#7224)

* fix_backward_bug_in_1d_to_2d_boxing

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* of_format

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* Skip layernorm warp test (#7243)

* fix arange bug

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* Print warning for non localhost proxy (#7228)

* print warning for non localhost proxy

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* add more check

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* add ddp return type (#7232)

* add dpp return type

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* Parameter support both inplace op and setter (#7249)

* feat(Parameter): Parameter support both inplace op and setter

* feat(Tensor): tensor support data's getter interface

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* fix(*): fix sbp filter function bug (#7229)

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* refine (#7240)

* Eager boxing status (#7150)

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* refine MakeBoxingInterpreterStatus

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* minor fix

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* revert removed file

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* solve comment

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* fix empty bug (#7239)

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* fix empty debug str of hob primitive (#7245)

* fix empty debug str of hob primitive

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* fix 'OF_PP_STRINGIZE(op)'

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* Add VSCode dev container (#7233)

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* add settings for new lines and trailing ws

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* set BUILD_HWLOC off in fast cmake init cache

* Skip send and recv if dst and src are same. (#7255)

* Maxpool op nhwc (#7214)

* maxpool2d_support_nhwc

* refine

* add test case

* format

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* refine

* fix comments

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* Feat/zero optimization in nn.Graph (#7165)

* debug

* modify graph.py

* fix bug about graph debug interface

* Fix nn graph variable bind (#6895)

* fix(AutoParallel): nn.Graph support auto_parallel change sbp

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* add comment

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* auto format by CI

* fix code check

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* fix linspace limit bug (#7236)

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* fix merge bugs

* fix(NNGraph): create tensor in jobpass after pulling plan

* fix code bug

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@zhongshsh zhongshsh mentioned this pull request May 12, 2022
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@doombeaker doombeaker doombeaker left review comments

@MARD1NO MARD1NO MARD1NO approved these changes

@Flowingsun007 Flowingsun007 Flowingsun007 approved these changes

@guo-ran guo-ran Awaiting requested review from guo-ran

@hjchen2 hjchen2 Awaiting requested review from hjchen2 hjchen2 is a code owner

@liujuncheng liujuncheng Awaiting requested review from liujuncheng liujuncheng is a code owner

@daquexian daquexian Awaiting requested review from daquexian

@jackalcooper jackalcooper Awaiting requested review from jackalcooper

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