tensorflow: parallelize MaxPoolingGradOp
tensorflow: parallelize MaxPoolingGradOp

MaxPoolingGradOp takes 40% of wall time on forward/backward of googlenet on CPU.
Parallelize it.

googlenet forward/backward pass improves from 5.671s to 3.762s with 48 threads.

TESTED:
  - passed opensource_build
Change: 120795354

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