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[GpuGraph] adapt infer #102

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Sep 6, 2022
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适配infer

@lxsbupt lxsbupt merged commit 854959e into xuewujiao:gpugraph_v2 Sep 6, 2022
lxsbupt added a commit that referenced this pull request Nov 8, 2022
* Optimizing the zero key problem in the push phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Performance optimization, segment gradient merging

* Performance optimization, segment gradient merging

* Optimize pullsparse and increase keys aggregation

* sync gpugraph to gpugraph_v2 (#86)

* change load node and edge from local to cpu (#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(#85)

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] graph sample v2 (#87)

* change load node and edge from local to cpu (#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(#85)

Co-authored-by: yangjunchao <[email protected]>

* support ssdsparsetable;test=develop (#81)

* graph sample v2

* remove log

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: danleifeng <[email protected]>

* Release cpu graph

* uniq nodeid (#89)

* compatible whole HBM mode (#91)

Co-authored-by: yangjunchao <[email protected]>

* Gpugraph v2 (#93)

* compatible whole HBM mode

* unify flag for graph emd storage mode and graph struct storage mode

* format

Co-authored-by: yangjunchao <[email protected]>

* split generate batch into multi stage (#92)

* split generate batch into multi stage

* fix conflict

Co-authored-by: root <[email protected]>

* [GpuGraph] Uniq feature (#95)

* uniq feature

* uniq feature

* uniq feature

* [GpuGraph]  global startid (#98)

* uniq feature

* uniq feature

* uniq feature

* global startid

* load node edge seperately and release graph (#99)

* load node edge seperately and release graph

* load node edge seperately and release graph

Co-authored-by: root <[email protected]>

* v2 infer (#102)

* optimize begin pass and end pass (#106)

Co-authored-by: yangjunchao <[email protected]>

* fix ins no (#104)

* [GPUGraph] fix FillOneStep args (#107)

* fix ins no

* fix FillOnestep args

* fix bug for whole hbm mode (#110)

Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] fix infer && add infer_table_cap (#108)

* fix ins no

* fix FillOnestep args

* fix infer && add infer table cap

* fix infer

* 【PSCORE】perform ssd sparse table  (#111)

* perform ssd sparsetable;test=develop

Conflicts:
	paddle/fluid/framework/fleet/ps_gpu_wrapper.cc

* perform ssd sparsetable;test=develop

* remove debug code;

* remove debug code;

* add jemalloc cmake;test=develop

* fix wrapper;test=develop

* fix sample core (#114)

* [GpuGraph] optimize shuffle batch (#115)

* fix sample core

* optimize shuffle batch

* release gpu mem when sample end (#116)

Co-authored-by: root <[email protected]>

* fix class not found err (#118)

Co-authored-by: root <[email protected]>

* optimize sample (#117)

* optimize sample

* optimize sample

Co-authored-by: yangjunchao <[email protected]>

* fix clear gpu mem (#119)

Co-authored-by: root <[email protected]>

* fix sample core (#121)

Co-authored-by: yangjunchao <[email protected]>

* add ssd cache (#123)

* add ssd cache;test=develop

* add ssd cache;test=develop

* add ssd cache;test=develop

* add multi epoch train & fix train table change ins & save infer embeding  (#129)

* add multi epoch train & fix train table change ins & save infer embedding

* change epoch finish judge

* change epoch finish change

Co-authored-by: root <[email protected]>

* Add debug log (#131)

* Add debug log

* Add debug log

Co-authored-by: root <[email protected]>

* optimize mem in  uniq slot feature (#130)

* [GpuGraph] cherry pick var slot feature && fix load multi path node (#136)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

Co-authored-by: huwei02 <[email protected]>

* [GpuGraph] fix kernel overflow (#138)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

* fix kernel overflow && add max feature num flag

Co-authored-by: huwei02 <[email protected]>

* fix ssd cache;test=develop (#139)

* slot feature secondary storage (#140)

* slot feature secondary storage

* slot feature secondary storage

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: root <[email protected]>
Co-authored-by: xuewujiao <[email protected]>
Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: Thunderbrook <[email protected]>
Co-authored-by: danleifeng <[email protected]>
Co-authored-by: huwei02 <[email protected]>
lxsbupt added a commit to lxsbupt/Paddle that referenced this pull request Nov 29, 2022
* Optimizing the zero key problem in the push phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Performance optimization, segment gradient merging

* Performance optimization, segment gradient merging

* Optimize pullsparse and increase keys aggregation

* sync gpugraph to gpugraph_v2 (xuewujiao#86)

* change load node and edge from local to cpu (xuewujiao#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(xuewujiao#85)

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] graph sample v2 (xuewujiao#87)

* change load node and edge from local to cpu (xuewujiao#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(xuewujiao#85)

Co-authored-by: yangjunchao <[email protected]>

* support ssdsparsetable;test=develop (xuewujiao#81)

* graph sample v2

* remove log

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: danleifeng <[email protected]>

* Release cpu graph

* uniq nodeid (xuewujiao#89)

* compatible whole HBM mode (xuewujiao#91)

Co-authored-by: yangjunchao <[email protected]>

* Gpugraph v2 (xuewujiao#93)

* compatible whole HBM mode

* unify flag for graph emd storage mode and graph struct storage mode

* format

Co-authored-by: yangjunchao <[email protected]>

* split generate batch into multi stage (xuewujiao#92)

* split generate batch into multi stage

* fix conflict

Co-authored-by: root <[email protected]>

* [GpuGraph] Uniq feature (xuewujiao#95)

* uniq feature

* uniq feature

* uniq feature

* [GpuGraph]  global startid (xuewujiao#98)

* uniq feature

* uniq feature

* uniq feature

* global startid

* load node edge seperately and release graph (xuewujiao#99)

* load node edge seperately and release graph

* load node edge seperately and release graph

Co-authored-by: root <[email protected]>

* v2 infer (xuewujiao#102)

* optimize begin pass and end pass (xuewujiao#106)

Co-authored-by: yangjunchao <[email protected]>

* fix ins no (xuewujiao#104)

* [GPUGraph] fix FillOneStep args (xuewujiao#107)

* fix ins no

* fix FillOnestep args

* fix bug for whole hbm mode (xuewujiao#110)

Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] fix infer && add infer_table_cap (xuewujiao#108)

* fix ins no

* fix FillOnestep args

* fix infer && add infer table cap

* fix infer

* 【PSCORE】perform ssd sparse table  (xuewujiao#111)

* perform ssd sparsetable;test=develop

Conflicts:
	paddle/fluid/framework/fleet/ps_gpu_wrapper.cc

* perform ssd sparsetable;test=develop

* remove debug code;

* remove debug code;

* add jemalloc cmake;test=develop

* fix wrapper;test=develop

* fix sample core (xuewujiao#114)

* [GpuGraph] optimize shuffle batch (xuewujiao#115)

* fix sample core

* optimize shuffle batch

* release gpu mem when sample end (xuewujiao#116)

Co-authored-by: root <[email protected]>

* fix class not found err (xuewujiao#118)

Co-authored-by: root <[email protected]>

* optimize sample (xuewujiao#117)

* optimize sample

* optimize sample

Co-authored-by: yangjunchao <[email protected]>

* fix clear gpu mem (xuewujiao#119)

Co-authored-by: root <[email protected]>

* fix sample core (xuewujiao#121)

Co-authored-by: yangjunchao <[email protected]>

* add ssd cache (xuewujiao#123)

* add ssd cache;test=develop

* add ssd cache;test=develop

* add ssd cache;test=develop

* add multi epoch train & fix train table change ins & save infer embeding  (xuewujiao#129)

* add multi epoch train & fix train table change ins & save infer embedding

* change epoch finish judge

* change epoch finish change

Co-authored-by: root <[email protected]>

* Add debug log (xuewujiao#131)

* Add debug log

* Add debug log

Co-authored-by: root <[email protected]>

* optimize mem in  uniq slot feature (xuewujiao#130)

* [GpuGraph] cherry pick var slot feature && fix load multi path node (xuewujiao#136)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

Co-authored-by: huwei02 <[email protected]>

* [GpuGraph] fix kernel overflow (xuewujiao#138)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

* fix kernel overflow && add max feature num flag

Co-authored-by: huwei02 <[email protected]>

* fix ssd cache;test=develop (xuewujiao#139)

* slot feature secondary storage (xuewujiao#140)

* slot feature secondary storage

* slot feature secondary storage

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: root <[email protected]>
Co-authored-by: xuewujiao <[email protected]>
Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: Thunderbrook <[email protected]>
Co-authored-by: danleifeng <[email protected]>
Co-authored-by: huwei02 <[email protected]>
lxsbupt added a commit to lxsbupt/Paddle that referenced this pull request Dec 17, 2022
* Optimizing the zero key problem in the push phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Optimize CUDA thread parallelism in MergeGrad phase

* Performance optimization, segment gradient merging

* Performance optimization, segment gradient merging

* Optimize pullsparse and increase keys aggregation

* sync gpugraph to gpugraph_v2 (xuewujiao#86)

* change load node and edge from local to cpu (xuewujiao#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(xuewujiao#85)

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] graph sample v2 (xuewujiao#87)

* change load node and edge from local to cpu (xuewujiao#83)

* change load node and edge

* remove useless code

Co-authored-by: root <[email protected]>

* extract pull sparse as single stage(xuewujiao#85)

Co-authored-by: yangjunchao <[email protected]>

* support ssdsparsetable;test=develop (xuewujiao#81)

* graph sample v2

* remove log

Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: danleifeng <[email protected]>

* Release cpu graph

* uniq nodeid (xuewujiao#89)

* compatible whole HBM mode (xuewujiao#91)

Co-authored-by: yangjunchao <[email protected]>

* Gpugraph v2 (xuewujiao#93)

* compatible whole HBM mode

* unify flag for graph emd storage mode and graph struct storage mode

* format

Co-authored-by: yangjunchao <[email protected]>

* split generate batch into multi stage (xuewujiao#92)

* split generate batch into multi stage

* fix conflict

Co-authored-by: root <[email protected]>

* [GpuGraph] Uniq feature (xuewujiao#95)

* uniq feature

* uniq feature

* uniq feature

* [GpuGraph]  global startid (xuewujiao#98)

* uniq feature

* uniq feature

* uniq feature

* global startid

* load node edge seperately and release graph (xuewujiao#99)

* load node edge seperately and release graph

* load node edge seperately and release graph

Co-authored-by: root <[email protected]>

* v2 infer (xuewujiao#102)

* optimize begin pass and end pass (xuewujiao#106)

Co-authored-by: yangjunchao <[email protected]>

* fix ins no (xuewujiao#104)

* [GPUGraph] fix FillOneStep args (xuewujiao#107)

* fix ins no

* fix FillOnestep args

* fix bug for whole hbm mode (xuewujiao#110)

Co-authored-by: yangjunchao <[email protected]>

* [GPUGraph] fix infer && add infer_table_cap (xuewujiao#108)

* fix ins no

* fix FillOnestep args

* fix infer && add infer table cap

* fix infer

* 【PSCORE】perform ssd sparse table  (xuewujiao#111)

* perform ssd sparsetable;test=develop

Conflicts:
	paddle/fluid/framework/fleet/ps_gpu_wrapper.cc

* perform ssd sparsetable;test=develop

* remove debug code;

* remove debug code;

* add jemalloc cmake;test=develop

* fix wrapper;test=develop

* fix sample core (xuewujiao#114)

* [GpuGraph] optimize shuffle batch (xuewujiao#115)

* fix sample core

* optimize shuffle batch

* release gpu mem when sample end (xuewujiao#116)

Co-authored-by: root <[email protected]>

* fix class not found err (xuewujiao#118)

Co-authored-by: root <[email protected]>

* optimize sample (xuewujiao#117)

* optimize sample

* optimize sample

Co-authored-by: yangjunchao <[email protected]>

* fix clear gpu mem (xuewujiao#119)

Co-authored-by: root <[email protected]>

* fix sample core (xuewujiao#121)

Co-authored-by: yangjunchao <[email protected]>

* add ssd cache (xuewujiao#123)

* add ssd cache;test=develop

* add ssd cache;test=develop

* add ssd cache;test=develop

* add multi epoch train & fix train table change ins & save infer embeding  (xuewujiao#129)

* add multi epoch train & fix train table change ins & save infer embedding

* change epoch finish judge

* change epoch finish change

Co-authored-by: root <[email protected]>

* Add debug log (xuewujiao#131)

* Add debug log

* Add debug log

Co-authored-by: root <[email protected]>

* optimize mem in  uniq slot feature (xuewujiao#130)

* [GpuGraph] cherry pick var slot feature && fix load multi path node (xuewujiao#136)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

Co-authored-by: huwei02 <[email protected]>

* [GpuGraph] fix kernel overflow (xuewujiao#138)

* optimize mem in  uniq slot feature

* cherry-pick var slot_feature

* fix kernel overflow && add max feature num flag

Co-authored-by: huwei02 <[email protected]>

* fix ssd cache;test=develop (xuewujiao#139)

* slot feature secondary storage (xuewujiao#140)

* slot feature secondary storage

* slot feature secondary storage

Co-authored-by: yangjunchao <[email protected]>

Co-authored-by: root <[email protected]>
Co-authored-by: xuewujiao <[email protected]>
Co-authored-by: miaoli06 <[email protected]>
Co-authored-by: root <[email protected]>
Co-authored-by: chao9527 <[email protected]>
Co-authored-by: yangjunchao <[email protected]>
Co-authored-by: Thunderbrook <[email protected]>
Co-authored-by: danleifeng <[email protected]>
Co-authored-by: huwei02 <[email protected]>
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2 participants