There is evidence that the 'shift' strategy in computing the sufficient statistics of the moments is actually leading to worse numerical stability for batch normalization. As a precautionary measure, disable the shifting by default for now. We might have to revise that approach altogether if this leads to numerical issues with large batches. Change: 122857898
There is evidence that the 'shift' strategy in computing the sufficient statistics of the moments is actually leading to worse numerical stability for batch normalization.
As a precautionary measure, disable the shifting by default for now. We might have to revise that approach altogether if this leads to numerical issues with large batches.
Change: 122857898

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w,SnakeJenny/TensorFlow,chenjun0210/tensorflow,vrv/tensorflow,manjunaths/tensorflow,alshedivat/tensorflow,ivano666/tensorflow,theflofly/tensorflow,seanli9jan/tensorflow,jalexvig/tensorflow,MycChiu/tensorflow,mrry/tensorflow,chenjun0210/tensorflow,frreiss/tensorflow-fred,alistairlow/tensorflow,rabipanda/tensorflow,girving/tensorflow,admcrae/tensorflow,hfp/tensorflow-xsmm,with-git/tensorflow,MycChiu/tensorflow,eerwitt/tensorflow,naturali/tensorflow,anilmuthineni/tensorflow,alheinecke/tensorflow-xsmm,allenlavoie/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,DCSaunders/tensorflow,rabipanda/tensorflow,LUTAN/tensorflow,Bismarrck/tensorflow,mdrumond/tensorflow,chenjun0210/tensorflow,strint/tensorflow,codrut3/tensorflow,Intel-Corporation/tensorflow,RapidApplicationDevelopment/tensorflow,gautam1858/tensorflow,calebfoss/tensorflow,elingg/tensorflow,mengxn/tensorflow,ville-k/tensorflow,neilhan/tensorflow,Bismarrck/tensorflow,meteorcloudy/tensorflow,anilmuthineni/tensorflow,haeusser/tensorflow,martinwicke/tensorflow,tntnatbry/tensorflow,cancan101/tensorflow,odejesush/tensorflow,dyoung418/tensorflow,theflofly/tensorflow,av8ramit/tensorflow,dongjoon-hyun/tensorflow,elingg/tensorflow,av8ramit/tensorflow,nikste/tensorflow,with-git/tensorflow,ychfan/tensorflow,naturali/tensorflow,sandeepgupta2k4/tensorflow,tongwang01/tensorflow,gunan/tensorflow,codrut3/tensorflow,Mazecreator/tensorflow,elingg/tensorflow,ravindrapanda/tensorflow,ibmsoe/tensorflow,thesuperzapper/tensorflow,horance-liu/tensorflow,neilhan/tensorflow,xzturn/tensorflow,scenarios/tensorflow,rdipietro/tensorflow,jhaux/tensorflow,manazhao/tf_recsys,adit-chandra/tensorflow,dendisuhubdy/tensorflow,bowang/tensorflow,allenlavoie/tensorflow,juharris/tensorflow,tensorflow/tensorflow,kevin-coder/tensorflow-fork,aam-at/tensorflow,asadziach/tensorflow,laszlocsomor/tensorflow,jhseu/tensorflow,davidzchen/tensorflow,seaotterman/tensorflow,nburn42/tensorflow,allenlavoie/tensorflow,tensorflow/tensorflow-pywrap_saved_model,dyoung418/tensorflow,scenarios/tensorflow,lukeiwanski/tensorflow,yaroslavvb/tensorflow,manazhao/tf_recsys,manazhao/tf_recsys,adit-chandra/tensorflow,memo/tensorflow,aldian/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,Carmezim/tensorflow,paolodedios/tensorflow,elingg/tensorflow,Carmezim/tensorflow,bowang/tensorflow,tensorflow/tensorflow,JVillella/tensorflow,a-doumoulakis/tensorflow,dongjoon-hyun/tensorflow,EvenStrangest/tensorflow,yaroslavvb/tensorflow,jbedorf/tensorflow,ArtsiomCh/tensorflow,yufengg/tensorflow,scenarios/tensorflow,MostafaGazar/tensorflow,ghchinoy/tensorflow,allenlavoie/tensorflow,alisidd/tensorflow,jbedorf/tensorflow,drpngx/tensorflow,chemelnucfin/tensorflow,ppwwyyxx/tensorflow,tiagofrepereira2012/tensorflow,Kongsea/tensorflow,wangyum/tensorflow,seanli9jan/tensorflow,eaplatanios/tensorflow,gunan/tensorflow,scenarios/tensorflow,neilhan/tensorflow,strint/tensorflow,XueqingLin/tensorflow,pcm17/tensorflow,mavenlin/tensorflow,ppwwyyxx/tensorflow,krikru/tensorflow-opencl,jendap/tensorflow,paolodedios/tensorflow,jart/tensorflow,alivecor/tensorflow,dhalleine/tensorflow,ychfan/tensorflow,cg31/tensorflow,tornadozou/tensorflow,XueqingLin/tensorflow,neilhan/tensorflow,odejesush/tensorflow,HKUST-SING/tensorflow,ageron/tensorflow,tensorflow/tensorflow,code-sauce/tensorflow,EvenStrangest/tensorflow,martinwicke/tensorflow,petewarden/tensorflow,tensorflow/tensorflow-pywrap_saved_model,snnn/tensorflow,guschmue/tensorflow,ppries/tensorflow,theflofly/tensorflow,nburn42/tensorflow,Mistobaan/tensorflow,ychfan/tensorflow,kchodorow/tensorflow,tiagofrepereira2012/tensorflow,annarev/tensorflow,dendisuhubdy/tensorflow,nolanliou/tensorflow,wangyum/tensorflow,yongtang/tensorflow,tillahoffmann/tensorflow,bowang/tensorflow,alisidd/tensorflow,gautam1858/tensorflow,admcrae/tensorflow,ivano666/tensorflow,gibiansky/tensorflow,adit-chandra/tensorflow,haeusser/tensorflow,cxxgtxy/tensorflow,JingJunYin/tensorflow,Intel-Corporation/tensorflow,alshedivat/tensorflow,sandeepdsouza93/TensorFlow-15712,annarev/tensorflow,rdipietro/tensorflow,cancan101/tensorflow,gibiansky/tensorflow,dhalleine/tensorflow,tiagofrepereira2012/tensorflow,mortada/tensorflow,tomasreimers/tensorflow-emscripten,adamtiger/tensorflow,meteorcloudy/tensorflow,aselle/tensorflow,allenlavoie/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,aam-at/tensorflow,gojira/tensorflow,sarvex/tensorflow,abhitopia/tensorflow,Intel-tensorflow/tensorflow,ville-k/tensorflow,lakshayg/tensorflow,anand-c-goog/tensorflow,tensorflow/tensorflow,taknevski/tensorflow-xsmm,adamtiger/tensorflow,maciekcc/tensorflow,xodus7/tensorflow,markslwong/tensorflow,eerwitt/tensorflow,neilhan/tensorflow,jhaux/tensorflow,code-sauce/tensorflow,raymondxyang/tensorflow,hsaputra/tensorflow,zycdragonball/tensorflow,apark263/tensorflow,JVillella/tensorflow,tensorflow/tensorflow,petewarden/tensorflow,guschmue/tensorflow,annarev/tensorflow,dancingdan/tensorflow,tensorflow/tensorflow-pywrap_saved_model,ageron/tensorflow,ville-k/tensorflow,nanditav/15712-TensorFlow,benoitsteiner/tensorflow-xsmm,dongjoon-hyun/tensorflow,yufengg/tensorflow,cg31/tensorflow,benoitsteiner/tensorflow-opencl,cancan101/tensorflow,davidzchen/tensorflow,yaroslavvb/tensorflow,arborh/tensorflow,RapidApplicationDevelopment/tensorflow,JVillella/tensorflow,zasdfgbnm/tensorflow,ppries/tensorflow,ravindrapanda/tensorflow,dongjoon-hyun/tensorflow,pierreg/tensorflow,ZhangXinNan/tensorflow,sarvex/tensorflow,snnn/tensorflow,theflofly/tensorflow,av8ramit/tensorflow,abhitopia/tensorflow,lakshayg/tensorflow,kevin-coder/tensorflow-fork,benoitsteiner/tensorflow-xsmm,hsaputra/tensorflow,mengxn/tensorflow,mortada/tensorflow,sarvex/tensorflow,strint/tensorflow,benoitsteiner/tensorflow-xsmm,andrewcmyers/tensorflow,yaroslavvb/tensorflow,seanli9jan/tensorflow,meteorcloudy/tensorflow,chemelnucfin/tensorflow,mortada/tensorflow,tornadozou/tensorflow,jwlawson/tensorflow,freedomtan/tensorflow,jeffzheng1/tensorflow,benoitsteiner/tensorflow-xsmm,yaroslavvb/tensorflow,laosiaudi/tensorflow,jeffzheng1/tensorflow,guschmue/tensorflow,tntnatbry/tensorflow,lukeiwanski/tensorflow-opencl,bowang/tensorflow,handroissuazo/tensorflow,jalexvig/tensorflow,ppries/tensorflow,whn09/tensorflow,apark263/tensorflow,mengxn/tensorflow,zasdfgbnm/tensorflow,asadziach/tensorflow,raymondxyang/tensorflow,raymondxyang/tensorflow,hfp/tensorflow-xsmm,alheinecke/tensorflow-xsmm,hfp/tensorflow-xsmm,kobejean/tensorflow,apark263/tensorflow,MoamerEncsConcordiaCa/tensorflow,alistairlow/tensorflow,jbedorf/tensorflow,caisq/tensorflow,strint/tensorflow,jalexvig/tensorflow,johndpope/tensorflow,MostafaGazar/tensorflow,guschmue/tensorflow,gibiansky/tensorflow,DavidNorman/tensorflow,gojira/tensorflow,ArtsiomCh/tensorflow,jendap/tensorflow,cancan101/tensorflow,laszlocsomor/tensorflow,jostep/tensorflow,jostep/tensorflow,markslwong/tensorflow,calebfoss/tensorflow,chemelnucfin/tensorflow,handroissuazo/tensorflow,whn09/tensorflow,MostafaGazar/tensorflow,frreiss/tensorflow-fred,gautam1858/tensorflow,ZhangXinNan/tensorflow,adit-chandra/tensorflow,pcm17/tensorflow,DCSaunders/tensorflow,kobejean/tensorflow,chris-chris/tensorflow,Bismarrck/tensorflow,chris-chris/tensorflow,meteorcloudy/tensorflow,ppwwyyxx/tensorflow,ninotoshi/tensorflow,jbedorf/tensorflow,alshedivat/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,tensorflow/tensorflow-experimental_link_static_libraries_once,sandeepgupta2k4/tensorflow,kchodorow/tensorflow,girving/tensorflow,dongjoon-hyun/tensorflow,scenarios/tensorflow,jhseu/tensorflow,chris-chris/tensorflow,cg31/tensorflow,manazhao/tf_recsys,pavelchristof/gomoku-ai,taknevski/tensorflow-xsmm,mdrumond/tensorflow,meteorcloudy/tensorflow,abhitopia/tensorflow,Bismarrck/tensorflow,abhitopia/tensorflow,sandeepgupta2k4/tensorflow,asimshankar/tensorflow,gojira/tensorflow,ghchinoy/tensorflow,lukeiwanski/tensorflow-opencl,gojira/tensorflow,xodus7/tensorflow,Carmezim/tensorflow,ppwwyyxx/tensorflow,mdrumond/tensorflow,tiagofrepereira2012/tensorflow,martinwicke/tensorflow,whn09/tensorflow,girving/tensorflow,kamcpp/tensorflow,rdipietro/tensorflow,lakshayg/tensorflow,raymondxyang/tensorflow,caisq/tensorflow,hsaputra/tensorflow,DavidNorman/tensorflow,Bismarrck/tensorflow,lukeiwanski/tensorflow-opencl,ibmsoe/tensorflow,kchodorow/tensorflow,brchiu/tensorflow,unsiloai/syntaxnet-ops-hack,alheinecke/tensorflow-xsmm,meteorcloudy/tensorflow,DavidNorman/tensorflow,JingJunYin/tensorflow,eaplatanios/tensorflow,ageron/tensorflow,codrut3/tensorflow,a-doumoulakis/tensorflow,aam-at/tensorflow,vrv/tensorflow,dyoung418/tensorflow,frreiss/tensorflow-fred,brchiu/tensorflow,guschmue/tensorflow,aselle/tensorflow,lukeiwanski/tensorflow,ArtsiomCh/tensorflow,freedomtan/tensorflow,mengxn/tensorflow,handroissuazo/tensorflow,kevin-coder/tensorflow-fork,aldian/tensorflow,caisq/tensorflow,jwlawson/tensorflow,eerwitt/tensorflow,ninotoshi/tensorflow,dongjoon-hyun/tensorflow,LUTAN/tensorflow,aselle/tensorflow,ghchinoy/tensorflow,sjperkins/tensorflow,jwlawson/tensorflow,alsrgv/tensorflow,code-sauce/tensorflow,Carmezim/tensorflow,martinwicke/tensorflow,karllessard/tensorflow,renyi533/tensorflow,mrry/tensorflow,ppwwyyxx/tensorflow,MycChiu/tensorflow,nightjean/Deep-Learning,jhaux/tensorflow,thesuperzapper/tensorflow,paolodedios/tensorflow,sjperkins/tensorflow,EvenStrangest/tensorflow,memo/tensorflow,jbedorf/tensorflow,annarev/tensorflow,wangyum/tensorflow,Xeralux/tensorflow,mavenlin/tensorflow,guschmue/tensorflow,dendisuhubdy/tensorflow,DavidNorman/tensorflow,SnakeJenny/TensorFlow,hehongliang/tensorflow,mortada/tensorflow,jhseu/tensorflow,jalexvig/tensorflow,kamcpp/tensorflow,petewarden/tensorflow,seanli9jan/tensorflow,memo/tensorflow,Intel-tensorflow/tensorflow,laszlocsomor/tensorflow,xzturn/tensorflow,lakshayg/tensorflow,elingg/tensorflow,brchiu/tensorflow,laszlocsomor/tensorflow,gunan/tensorflow,HaebinShin/tensorflow,alsrgv/tensorflow,laosiaudi/tensorflow,aam-at/tensorflow,anilmuthineni/tensorflow,paolodedios/tensorflow,anand-c-goog/tensorflow,yufengg/tensorflow,SnakeJenny/TensorFlow,yufengg/tensorflow,jalexvig/tensorflow,martinwicke/tensorflow,Moriadry/tensorflow,ibmsoe/tensorflow,mixturemodel-flow/tensorflow,mdrumond/tensorflow,AndreasMadsen/tensorflow,JVillella/tensorflow,jostep/tensorflow,RapidApplicationDevelopment/tensorflow,DCSaunders/tensorflow,kamcpp/tensorflow,frreiss/tensorflow-fred,yanchen036/tensorflow,cxxgtxy/tensorflow,jwlawson/tensorflow,manjunaths/tensorflow,drpngx/tensorflow,EvenStrangest/tensorflow,renyi533/tensorflow,sandeepdsouza93/TensorFlow-15712,markslwong/tensorflow,Mistobaan/tensorflow,codrut3/tensorflow,dancingdan/tensorflow,jart/tensorflow,alshedivat/tensorflow,johndpope/tensorflow,thesuperzapper/tensorflow,eerwitt/tensorflow,annarev/tensorflow,gnieboer/tensorflow,mixturemodel-flow/tensorflow,alivecor/tensorflow,wangyum/tensorflow,brchiu/tensorflow,eadgarchen/tensorflow,anand-c-goog/tensorflow,aam-at/tensorflow,davidzchen/tensorflow,manazhao/tf_recsys,dendisuhubdy/tensorflow,ychfan/tensorflow,tntnatbry/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,paolodedios/tensorflow,JingJunYin/tensorflow,elingg/tensorflow,chris-chris/tensorflow,HaebinShin/tensorflow,handroissuazo/tensorflow,ArtsiomCh/tensorflow,horance-liu/tensorflow,ageron/tensorflow,cxxgtxy/tensorflow,mortada/tensorflow,taknevski/tensorflow-xsmm,pierreg/tensorflow,rabipanda/tensorflow,nightjean/Deep-Learning,ZhangXinNan/tensorflow,juharris/tensorflow,aam-at/tensorflow,frreiss/tensorflow-fred,manjunaths/tensorflow,renyi533/tensorflow,alshedivat/tensorflow,eaplatanios/tensorflow,freedomtan/tensorflow,strint/tensorflow,ghchinoy/tensorflow,Bismarrck/tensorflow,freedomtan/tensorflow,pcm17/tensorflow,nolanliou/tensorflow,eerwitt/tensorflow,tongwang01/tensorflow,XueqingLin/tensorflow,mengxn/tensorflow,JingJunYin/tensorflow,nikste/tensorflow,dhalleine/tensorflow,xodus7/tensorflow,Xeralux/tensorflow,EvenStrangest/tensorflow,Bulochkin/tensorflow_pack,suiyuan2009/tensorflow,Mistobaan/tensorflow,alheinecke/tensorflow-xsmm,pierreg/tensorflow,yaroslavvb/tensorflow,lakshayg/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,eaplatanios/tensorflow,sjperkins/tensorflow,MoamerEncsConcordiaCa/tensorflow,ageron/tensorflow,ivano666/tensorflow,ravindrapanda/tensorflow,ghchinoy/tensorflow,tornadozou/tensorflow,yanchen036/tensorflow,sandeepdsouza93/TensorFlow-15712,zasdfgbnm/tensorflow,rabipanda/tensorflow,alshedivat/tensorflow,alistairlow/tensorflow,hfp/tensorflow-xsmm,MoamerEncsConcordiaCa/tensorflow,snnn/tensorflow,adit-chandra/tensorflow,chemelnucfin/tensorflow,nikste/tensorflow,adamtiger/tensorflow,Xeralux/tensorflow,with-git/tensorflow,ibmsoe/tensorflow,Xeralux/tensorflow,HaebinShin/tensorflow,kobejean/tensorflow,tillahoffmann/tensorflow,alistairlow/tensorflow,freedomtan/tensorflow,lakshayg/tensorflow,mixturemodel-flow/tensorflow,yanchen036/tensorflow,nolanliou/tensorflow,seaotterman/tensorflow,MostafaGazar/tensorflow,laosiaudi/tensorflow,Intel-tensorflow/tensorflow,jwlawson/tensorflow,brchiu/tensorflow,tomasreimers/tensorflow-emscripten,juharris/tensorflow,Carmezim/tensorflow,xzturn/tensorflow,horance-liu/tensorflow,renyi533/tensorflow,alshedivat/tensorflow,Xeralux/tensorflow,ville-k/tensorflow,rabipanda/tensorflow,llhe/tensorflow,tongwang01/tensorflow,dancingdan/tensorflow,dhalleine/tensorflow,benoitsteiner/tensorflow-opencl,tntnatbry/tensorflow,thjashin/tensorflow,ran5515/DeepDecision,jbedorf/tensorflow,rabipanda/tensorflow,ychfan/tensorflow,Bulochkin/tensorflow_pack,seanli9jan/tensorflow,alivecor/tensorflow,martinwicke/tensorflow,kobejean/tensorflow,thesuperzapper/tensorflow,alheinecke/tensorflow-xsmm,yanchen036/tensorflow,kobejean/tensorflow,adamtiger/tensorflow,sandeepgupta2k4/tensorflow,admcrae/tensorflow,dongjoon-hyun/tensorflow,unsiloai/syntaxnet-ops-hack,nburn42/tensorflow,llhe/tensorflow,suiyuan2009/tensorflow,benoitsteiner/tensorflow-xsmm,with-git/tensorflow,aselle/tensorflow,laszlocsomor/tensorflow,ibmsoe/tensorflow,caisq/tensorflow,nikste/tensorflow,AnishShah/tensorflow,eaplatanios/tensorflow,gojira/tensorflow,pierreg/tensorflow,tornadozou/tensorflow,jhseu/tensorflow,gunan/tensorflow,juharris/tensorflow,aldian/tensorflow,tensorflow/tensorflow,abhitopia/tensorflow,AnishShah/tensorflow,hfp/tensorflow-xsmm,lukeiwanski/tensorflow,mengxn/tensorflow,nightjean/Deep-Learning,laosiaudi/tensorflow,scenarios/tensorflow,MoamerEncsConcordiaCa/tensorflow,manipopopo/tensorflow,alivecor/tensorflow,renyi533/tensorflow,jbedorf/tensorflow,ageron/tensorflow,av8ramit/tensorflow,seanli9jan/tensorflow,pavelchristof/gomoku-ai,renyi533/tensorflow,rabipanda/tensorflow,cxxgtxy/tensorflow,jostep/tensorflow,LUTAN/tensorflow,gunan/tensorflow,codrut3/tensorflow,DavidNorman/tensorflow,benoitsteiner/tensorflow-opencl,whn09/tensorflow,gnieboer/tensorflow,manipopopo/tensorflow,wangyum/tensorflow,suiyuan2009/tensorflow,zasdfgbnm/tensorflow,tntnatbry/tensorflow,rdipietro/tensorflow,jeffzheng1/tensorflow,ppries/tensorflow,unsiloai/syntaxnet-ops-hack,ninotoshi/tensorflow,tillahoffmann/tensorflow,gnieboer/tensorflow,krikr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aselle/tensorflow,gnieboer/tensorflow,MycChiu/tensorflow,annarev/tensorflow,codrut3/tensorflow,drpngx/tensorflow,laszlocsomor/tensorflow,av8ramit/tensorflow,tornadozou/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,HaebinShin/tensorflow,chenjun0210/tensorflow,jeffzheng1/tensorflow,jeffzheng1/tensorflow,calebfoss/tensorflow,chris-chris/tensorflow,petewarden/tensorflow,MycChiu/tensorflow,suiyuan2009/tensorflow,chemelnucfin/tensorflow,johndpope/tensorflow,aldian/tensorflow,gojira/tensorflow,aselle/tensorflow,nightjean/Deep-Learning,jhaux/tensorflow,rabipanda/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,Bulochkin/tensorflow_pack,manazhao/tf_recsys,tensorflow/tensorflow-experimental_link_static_libraries_once,kobejean/tensorflow,RapidApplicationDevelopment/tensorflow,asimshankar/tensorflow,nikste/tensorflow,nolanliou/tensorflow,llhe/tensorflow,tiagofrepereira2012/tensorflow,anand-c-goog/tensorflow,calebfoss/tensorflow,abhitopia/tensorflow,seanli9jan/tensorflow,gibiansky/tensorflow,rdipietro/tensorflow,LUTAN/tensorflow,ravindrapanda/tensorflow,girving/tensorflow,paolodedios/tensorflow,SnakeJenny/TensorFlow,scenarios/tensorflow,tensorflow/tensorflow-pywrap_saved_model,SnakeJenny/TensorFlow,sandeepgupta2k4/tensorflow,maciekcc/tensorflow,cancan101/tensorflow,hsaputra/tensorflow,lukeiwanski/tensorflow-opencl