Multi-thread ParseExample on CPU to decrease latency by up to 75%.
Multi-thread ParseExample on CPU to decrease latency by up to 75%.

Run on REDACTED (12 X 3501 MHz CPUs); 2016/04/27-14:18:22
CPU: Intel Ivybridge with HyperThreading (6 cores) dL1:32KB dL2:256KB dL3:12MB
Benchmark                             Base (ns)  New (ns) Improvement
---------------------------------------------------------------------
BM_ParseDenseStringExample_128_10        861255    853096       +0.9%
BM_ParseDenseStringExample_128_100      7219918   3804429      +47.3%
BM_ParseDenseStringExample_128_1000    80430295  16822333      +79.1%
BM_ParseDenseStringExample_128_10000  987209113 292466011      +70.4%

Note that the reported times are wall clock times, not total CPU time, which increases as a result of the multi-threading.
Change: 121029107

yanchen036/tensorflow,kevin-coder/tensorflow-fork,martinwicke/tensorflow,sarvex/tensorflow,suiyuan2009/tensorflow,abhitopia/tensorflow,EvenStrangest/tensorflow,taknevski/tensorflow-xsmm,gunan/tensorflow,jalexvig/tensorflow,pcm17/tensorflow,yanchen036/tensorflow,av8ramit/tensorflow,lukeiwanski/tensorflow,scenarios/tensorflow,yongtang/tensorflow,EvenStrangest/tensorflow,apark263/tensorflow,ran5515/DeepDecision,sandeepdsouza93/TensorFlow-15712,petewarden/tensorflow_makefile,rdipietro/tensorflow,snnn/tensorflow,snnn/tensorflow,manjunaths/tensorflow,gibiansky/tensorflow,ppwwyyxx/tensorflow,kevin-coder/tensorflow-fork,DavidNorman/tensorflow,ravindrapanda/tensorflow,HKUST-SING/tensorflow,alsrgv/tensorflow,horance-liu/tensorflow,odejesush/tensorflow,tntnatbry/tensorflow,JVillella/tensorflow,ninotoshi/tensorflow,seaotterman/tensorflow,ravindrapanda/tensorflow,gojira/tensorflow,chenjun0210/tensorflow,handroissuazo/tensorflow,yongtang/tensorflow,horance-liu/tensorflow,ArtsiomCh/tensorflow,jalexvig/tensorflow,laosiaudi/tensorflow,jostep/tensorflow,andrewcmyers/tensorflow,admcrae/tensorflow,mixturemodel-flow/tensorflow,ageron/tensorflow,kamcpp/tensorflow,wangyum/tensorflow,asimshankar/tensorflow,mavenlin/tensorflow,ishay2b/tensorflow,girving/tensorflow,SnakeJenny/TensorFlow,EvenStrangest/tensorflow,lukeiwanski/tensorflow-opencl,xzturn/tensorflow,elingg/tensorflow,meteorcloudy/tensorflow,mrry/tensorflow,admcrae/tensorflow,Bismarrck/tensorflow,Moriadry/tensorflow,LUTAN/tensorflow,EvenStrangest/tensorflow,benoitsteiner/tensorflow-xsmm,tensorflow/tensorflow-pywrap_saved_model,ppwwyyxx/tensorflow,jwlawson/tensorflow,hsaputra/tensorflow,naturali/tensorflow,yaroslavvb/tensorflow,laszlocsomor/tensorflow,lukeiwanski/tensorflow-opencl,aldian/tensorflow,freedomtan/tensorflow,odejesush/tensorflow,adamtiger/tensorflow,pcm17/tensorflow,yaroslavvb/tensorflow,XueqingLin/tensorflow,hsaputra/tensorflow,EvenStrangest/tensorflow,scenarios/tensorflow,caisq/tensorflow,nanditav/15712-TensorFlow,tomasreimers/tensorflow-emscripten,asimshankar/tensorflow,JVillella/tensorflow,Intel-Corporation/tensorflow,apark263/tensorflow,MycChiu/tensorflow,tntnatbry/tensorflow,eerwitt/tensorflow,dongjoon-hyun/tensorflow,dendisuhubdy/tensorflow,strint/tensorflow,MostafaGazar/tensorflow,krikru/tensorflow-opencl,mavenlin/tensorflow,renyi533/tensorflow,annarev/tensorflow,jwlawson/tensorflow,rabipanda/tensorflow,laosiaudi/tensorflow,ychfan/tensorflow,whn09/tensorflow,sandeepdsouza93/TensorFlow-15712,dongjoon-hyun/tensorflow,jart/tensorflow,HKUST-SING/tensorflow,benoitsteiner/tensorflow-xsmm,juharris/tensorflow,kevin-coder/tensorflow-fork,sarvex/tensorflow,Intel-tensorflow/tensorflow,aam-at/tensorflow,MycChiu/tensorflow,yaroslavvb/tensorflow,alshedivat/tensorflow,HaebinShin/tensorflow,AndreasMadsen/tensorflow,jostep/tensorflow,chris-chris/tensorflow,whn09/tensorflow,brchiu/tensorflow,peterbraden/tensorflow,ville-k/tensorflow,alivecor/tensorflow,Moriadry/tensorflow,abhitopia/tensorflow,eerwitt/tensorflow,yufengg/tensorflow,AndreasMadsen/tensorflow,petewarden/tensorflow,naturali/tensorflow,handroissuazo/tensorflow,rdipietro/tensorflow,gautam1858/tensorflow,abhitopia/tensorflow,suiyuan2009/tensorflow,laszlocsomor/tensorflow,wangyum/tensorflow,tillahoffmann/tensorflow,annarev/tensorflow,Mistobaan/tensorflow,gnieboer/tensorflow,mavenlin/tensorflow,nolanliou/tensorflow,naturali/tensorflow,xzturn/tensorflow,eaplatanios/tensorflow,karllessard/tensorflow,tornadozou/tensorflow,dancingdan/tensorflow,apark263/tensorflow,jendap/tensorflow,paolodedios/tensorflow,tomasreimers/tensorflow-emscripten,nolanliou/tensorflow,kevin-coder/tensorflow-fork,annarev/tensorflow,Kongsea/tensorflow,snnn/tensorflow,EvenStrangest/tensorflow,handroissuazo/tensorflow,girving/tensorflow,asimshankar/tensorflow,gautam1858/tensorflow,zasdfgbnm/tensorflow,hfp/tensorflow-xsmm,seanli9jan/tensorflow,arborh/tensorflow,av8ramit/tensorflow,jhseu/tensorflow,kevin-coder/tensorflow-fork,maciekcc/tensorflow,jbedorf/tensorflow,horance-liu/tensorflow,pierreg/tensorflow,manjunaths/tensorflow,yaroslavvb/tensorflow,markslwong/tensorflow,xodus7/tensorflow,aam-at/tensorflow,ishay2b/tensorflow,hfp/tensorflow-xsmm,chemelnucfin/tensorflow,girving/tensorflow,aselle/tensorflow,taknevski/tensorflow-xsmm,chemelnucfin/tensorflow,johndpope/tensorflow,guschmue/tensorflow,tntnatbry/tensorflow,jwlawson/tensorflow,jostep/tensorflow,DCSaunders/tensorflow,MoamerEncsConcordiaCa/tensorflow,ZhangXinNan/tensorflow,ZhangXinNan/tensorflow,Bismarrck/tensorflow,alsrgv/tensorflow,frreiss/tensorflow-fred,tensorflow/tensorflow-pywrap_saved_model,girving/tensorflow,martinwicke/tensorflow,ZhangXinNan/tensorflow,unsiloai/syntaxnet-ops-hack,ZhangXinNan/tensorflow,dhalleine/tensorflow,yongtang/tensorflow,alivecor/tensorflow,aam-at/tensorflow,mengxn/tensorflow,vrv/tensorflow,kchodorow/tensorflow,xzturn/tensorflow,gunan/tensorflow,with-git/tensorflow,ville-k/tensorflow,chemelnucfin/tensorflow,jeffzheng1/tensorflow,tiagofrepereira2012/tensorflow,TakayukiSakai/tensorflow,horance-liu/tensorflow,nanditav/15712-TensorFlow,meteorcloudy/tensorflow,hsaputra/tensorflow,xodus7/tensorflow,thesuperzapper/tensorflow,a-doumoulakis/tensorflow,ArtsiomCh/tensorflow,mrry/tensorflow,guschmue/tensorflow,theflofly/tensorflow,elingg/tensorflow,yufengg/tensorflow,jwlawson/tensorflow,neilhan/tensorflow,seanli9jan/tensorflow,chenjun0210/tensorflow,suiyuan2009/tensorflow,alisidd/tensorflow,xzturn/tensorflow,snnn/tensorflow,chemelnucfin/tensorflow,tensorflow/tensorflow,karllessard/tensorflow,raymondxyang/tensorflow,ZhangXinNan/tensorflow,jhaux/tensorflow,maciekcc/tensorflow,adit-chandra/tensorflow,ageron/tensorflow,codrut3/tensorflow,calebfoss/tensorflow,aldian/tensorflow,ibab/tensorflow,benoitsteiner/tensorflow,ninotoshi/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,zasdfgbnm/tensorflow,gibiansky/tensorflow,tensorflow/tensorflow,unsiloai/syntaxnet-ops-hack,Mistobaan/tensorflow,jalexvig/tensorflow,sarvex/tensorflow,calebfoss/tensorflow,girving/tensorflow,theflofly/tensorflow,benoitsteiner/tensorflow,scenarios/tensorflow,raymondxyang/tensorflow,allenlavoie/tensorflow,paolodedios/tensorflow,a-doumoulakis/tensorflow,nanditav/15712-TensorFlow,cg31/tensorflow,gunan/tensorflow,neilhan/tensorflow,adit-chandra/tensorflow,jalexvig/tensorflow,lukeiwanski/tensorflow,anilmuthineni/tensorflow,pavelchristof/gomoku-ai,aselle/tensorflow,annarev/tensorflow,girving/tensorflow,seaotterman/tensorflow,nikste/tensorflow,manipopopo/tensorflow,nightjean/Deep-Learning,Kongsea/tensorflow,mengxn/tensorflow,admcrae/tensorflow,thjashin/tensorflow,davidzchen/tensorflow,paolodedios/tensorflow,hehongliang/tensorflow,bowang/tensorflow,alisidd/tensorflow,krikru/tensorflow-opencl,mengxn/tensorflow,drpngx/tensorflow,LUTAN/tensorflow,alisidd/tensorflow,rabipanda/tensorflow,aam-at/tensorflow,lukeiwanski/tensorflow,gnieboer/tensorflow,markslwong/tensorflow,raymondxyang/tensorflow,jhseu/tensorflow,llhe/tensorflow,dhalleine/tensorflow,ibab/tensorflow,dyoung418/tensorflow,tongwang01/tensorflow,sandeepdsouza93/TensorFlow-15712,asadziach/tensorflow,MoamerEncsConcordiaCa/tensorflow,DavidNorman/tensorflow,gibiansky/tensorflow,strint/tensorflow,mdrumond/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,yongtang/tensorflow,scenarios/tensorflow,with-git/tensorflow,aam-at/tensorflow,aam-at/tensorflow,ibmsoe/tensorflow,manazhao/tf_recsys,JingJunYin/tensorflow,laosiaudi/tensorflow,JingJunYin/tensorflow,AnishShah/tensorflow,jalexvig/tensorflow,Moriadry/tensorflow,kobejean/tensorflow,sarvex/tensorflow,adamtiger/tensorflow,DCSaunders/tensorflow,unsiloai/syntaxnet-ops-hack,MoamerEncsConcordiaCa/tensorflow,jendap/tensorflow,aselle/tensorflow,anand-c-goog/tensorflow,memo/tensorflow,xodus7/tensorflow,cg31/tensorflow,dhalleine/tensorflow,Bulochkin/tensorflow_pack,alistairlow/tensorflow,gojira/tensorflow,meteorcloudy/tensorflow,arborh/tensorflow,kobejean/tensorflow,memo/tensorflow,krikru/tensorflow-opencl,mavenlin/tensorflow,adamtiger/tensorflow,TakayukiSakai/tensorflow,Mistobaan/tensorflow,freedomtan/tensorflow,jbedorf/tensorflow,hfp/tensorflow-xsmm,jbedorf/tensorflow,yongtang/tensorflow,kchodorow/tensorflow,drpngx/tensorflow,gojira/tensorflow,RapidApplicationDevelopment/tensorflow,kamcpp/tensorflow,maciekcc/tensorflow,horance-liu/tensorflow,gautam1858/tensorflow,Mistobaan/tensorflow,pavelchristof/gomoku-ai,admcrae/tensorflow,alistairlow/tensorflow,thjashin/tensorflow,cancan101/tensorflow,ychfan/tensorflow,chris-chris/tensorflow,code-sauce/tensorflow,MoamerEncsConcordiaCa/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,petewarden/tensorflow,alivecor/tensorflow,av8ramit/tensorflow,dancingdan/tensorflow,frreiss/tensorflow-fred,Carmezim/tensorflow,Intel-Corporation/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,jhaux/tensorflow,Mazecreator/tensorflow,seanli9jan/tensorflow,guschmue/tensorflow,caisq/tensorflow,seaotterman/tensorflow,andrewcmyers/tensorflow,cg31/tensorflow,nanditav/15712-TensorFlow,nolanliou/tensorflow,jendap/tensorflow,Bismarrck/tensorflow,pavelchristof/gomoku-ai,cxxgtxy/tensorflow,tillahoffmann/tensorflow,benoitsteiner/tensorflow-xsmm,hsaputra/tensorflow,asadziach/tensorflow,ville-k/tensorflow,tntnatbry/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,sandeepdsouza93/TensorFlow-15712,Bismarrck/tensorflow,manipopopo/tensorflow,eaplatanios/tensorflow,lukeiwanski/tensorflow-opencl,tensorflow/tensorflow,lukeiwanski/tensorflow-opencl,tornadozou/tensorflow,suiyuan2009/tensorflow,mrry/tensorflow,manazhao/tf_recsys,andrewcmyers/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,tiagofrepereira2012/tensorflow,AndreasMadsen/tensorflow,paolodedios/tensorflow,jart/tensorflow,unsiloai/syntaxnet-ops-hack,mixturemodel-flow/tensorflow,Mazecreator/tensorflow,vrv/tensorflow,peterbraden/tensorflow,naturali/tensorflow,suiyuan2009/tensorflow,arborh/tensorflow,theflofly/tensorflow,AnishShah/tensorflow,nanditav/15712-TensorFlow,alivecor/tensorflo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