correcting bottleneck residual function
correcting bottleneck residual function

As described in He et al (http://arxiv.org/pdf/1512.03385.pdf), the first 1x1 convolution inside the bottleneck architecture reduces the dimension to save FLOPs. Hence the correct number of filters is `block.bottleneck_size` instead of `block.num_filters`.
tomasreimers/tensorflow-emscripten,petewarden/tensorflow_makefile,annarev/tensorflow,seaotterman/tensorflow,sandeepgupta2k4/tensorflow,ppwwyyxx/tensorflow,thesuperzapper/tensorflow,XueqingLin/tensorflow,mortada/tensorflow,ageron/tensorflow,Xeralux/tensorflow,abhitopia/tensorflow,zasdfgbnm/tensorflow,xzturn/tensorflow,alisidd/tensorflow,chris-chris/tensorflow,dendisuhubdy/tensorflow,calebfoss/tensorflow,chenjun0210/tensorflow,HaebinShin/tensorflow,renyi533/tensorflow,MycChiu/tensorflow,thesuperzapper/tensorflow,lukeiwanski/tensorflow,laszlocsomor/tensorflow,XueqingLin/tensorflow,alivecor/tensorflow,ppwwyyxx/tensorflow,wchan/tensorflow,peterbraden/tensorflow,freedomtan/tensorflow,chemelnucfin/tensorflow,alheinecke/tensorflow-xsmm,davidzchen/tensorflow,nolanliou/tensorflow,calebfoss/tensorflow,pavelchristof/gomoku-ai,llhe/tensorflow,yaroslavvb/tensorflow,Mazecreator/tensorflow,gautam1858/tensorflow,odejesush/tensorflow,ivano666/tensorflow,ArtsiomCh/tensorflow,laosiaudi/tensorflow,thjashin/tensorflow,pcm17/tensorflow,Moriadry/tensorflow,naturali/tensorflow,alshedivat/tensorflow,rabipanda/tensorflow,alsrgv/tensorflow,DavidNorman/tensorflow,yongtang/tensorflow,ivano666/tensorflow,hehongliang/tensorflow,whn09/tensorflow,MostafaGazar/tensorflow,rabipanda/tensorflow,JingJunYin/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,ArtsiomCh/tensorflow,cg31/tensorflow,benoitsteiner/tensorflow-opencl,apark263/tensorflow,laszlocsomor/tensorflow,Bulochkin/tensorflow_pack,kamcpp/tensorflow,krikru/tensorflow-opencl,ishay2b/tensorflow,dongjoon-hyun/tensorflow,nikste/tensorflow,kevin-coder/tensorflow-fork,anilmuthineni/tensorflow,chris-chris/tensorflow,tongwang01/tensorflow,davidzchen/tensorflow,dyoung418/tensorflow,tensorflow/tensorflow-pywrap_saved_model,ageron/tensorflow,AndreasMadsen/tensorflow,ivano666/tensorflow,eaplatanios/tensorflow,RapidApplicationDevelopment/tensorflow,memo/tensorflow,ravindrapanda/tensorflow,scenarios/tensorflow,adit-chandra/tensorflow,cancan101/tensorflow,snnn/tensorflow,gautam1858/tensorflow,martinwicke/tensorflow,yufengg/tensorflow,jbedorf/tensorflow,xzturn/tensorflow,adit-chandra/tensorflow,aam-at/tensorflow,apark263/tensorflow,XueqingLin/tensorflow,tiagofrepereira2012/tensorflow,tntnatbry/tensorflow,kamcpp/tensorflow,tensorflow/tensorflow,av8ramit/tensorflow,whn09/tensorflow,allenlavoie/tensorflow,a-doumoulakis/tensorflow,eadgarchen/tensorflow,dendisuhubdy/tensorflow,jhaux/tensorflow,maciekcc/tensorflow,tiagofrepereira2012/tensorflow,aselle/tensorflow,Intel-Corporation/tensorflow,aam-at/tensorflow,girving/tensorflow,pavelchristof/gomoku-ai,Intel-tensorflow/tensorflow,laosiaudi/tensorflow,jhaux/tensorflow,jwlawson/tensorflow,freedomtan/tensorflow,gautam1858/tensorflow,drpngx/tensorflow,ghchinoy/tensorflow,Intel-Corporation/tensorflow,dyoung418/tensorflow,abhitopia/tensorflow,juharris/tensorflow,llhe/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,annarev/tensorflow,meteorcloudy/tensorflow,tensorflow/tensorflow,whn09/tensorflow,EvenStrangest/tensorflow,ibmsoe/tensorflow,lukeiwanski/tensorflow-opencl,markslwong/tensorflow,pcm17/tensorflow,alisidd/tensorflow,karllessard/tensorflow,eerwitt/tensorflow,jart/tensorflow,anand-c-goog/tensorflow,lakshayg/tensorflow,memo/tensorflow,gnieboer/tensorflow,tntnatbry/tensorflow,snnn/tensorflow,frreiss/tensorflow-fred,AnishShah/tensorflow,seanli9jan/tensorflow,rdipietro/tensorflow,elingg/tensorflow,Intel-tensorflow/tensorflow,alshedivat/tensorflow,cancan101/tensorflow,annarev/tensorflow,chris-chris/tensorflow,allenlavoie/tensorflow,benoitsteiner/tensorflow-xsmm,annarev/tensorflow,chenjun0210/tensorflow,with-git/tensorflow,markslwong/tensorflow,asimshankar/tensorflow,lukeiwanski/tensorflow-opencl,manazhao/tf_recsys,brchiu/tensorflow,alsrgv/tensorflow,peterbraden/tensorflow,brchiu/tensorflow,zycdragonball/tensorflow,AndreasMadsen/tensorflow,memo/tensorflow,anand-c-goog/tensorflow,AnishShah/tensorflow,andrewcmyers/tensorflow,gnieboer/tensorflow,TakayukiSakai/tensorflow,sandeepdsouza93/TensorFlow-15712,tensorflow/tensorflow,lakshayg/tensorflow,nanditav/15712-TensorFlow,asadziach/tensorflow,maciekcc/tensorflow,ibmsoe/tensorflow,tongwang01/tensorflow,ychfan/tensorflow,taknevski/tensorflow-xsmm,ninotoshi/tensorflow,manipopopo/tensorflow,karllessard/tensorflow,jart/tensorflow,TakayukiSakai/tensorflow,mengxn/tensorflow,RapidApplicationDevelopment/tensorflow,handroissuazo/tensorflow,jalexvig/tensorflow,manazhao/tf_recsys,petewarden/tensorflow,brchiu/tensorflow,allenlavoie/tensorflow,alivecor/tensorflow,girving/tensorflow,SnakeJenny/TensorFlow,code-sauce/tensorflow,tntnatbry/tensorflow,peterbraden/tensorflow,ageron/tensorflow,ghchinoy/tensorflow,dongjoon-hyun/tensorflow,mrry/tensorflow,taknevski/tensorflow-xsmm,lukeiwanski/tensorflow,tiagofrepereira2012/tensorflow,mrry/tensorflow,renyi533/tensorflow,AndreasMadsen/tensorflow,mortada/tensorflow,kobejean/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,eaplatanios/tensorflow,thjashin/tensorflow,bowang/tensorflow,lukeiwanski/tensorflow,suiyuan2009/tensorflow,rabipanda/tensorflow,DCSaunders/tensorflow,TakayukiSakai/tensorflow,adit-chandra/tensorflow,raymondxyang/tensorflow,lakshayg/tensorflow,Kongsea/tensorflow,vrv/tensorflow,ibab/tensorflow,jendap/tensorflow,juharris/tensorflow,guschmue/tensorflow,benoitsteiner/tensorflow-opencl,ppries/tensorflow,AnishShah/tensorflow,ghchinoy/tensorflow,gojira/tensorflow,yanchen036/tensorflow,bowang/tensorflow,ZhangXinNan/tensorflow,tensorflow/tensorflow-pywrap_saved_model,ArtsiomCh/tensorflow,tornadozou/tensorflow,jbedorf/tensorflow,tensorflow/tensorflow,odejesush/tensorflow,admcrae/tensorflow,Intel-tensorflow/tensorflow,DavidNorman/tensorflow,ychfan/tensorflow,adit-chandra/tensorflow,benoitsteiner/tensorflow-xsmm,mortada/tensorflow,code-sauce/tensorflow,unsiloai/syntaxnet-ops-hack,guschmue/tensorflow,kevin-coder/tensorflow-fork,zasdfgbnm/tensorflow,Kongsea/tensorflow,martinwicke/tensorflow,elingg/tensorflow,sjperkins/tensorflow,allenlavoie/tensorflow,llhe/tensorflow,jbedorf/tensorflow,ibab/tensorflow,xzturn/tensorflow,markslwong/tensorflow,gibiansky/tensorflow,chenjun0210/tensorflow,Moriadry/tensorflow,Mistobaan/tensorflow,ghchinoy/tensorflow,mengxn/tensorflow,nikste/tensorflow,elingg/tensorflow,hsaputra/tensorflow,xzturn/tensorflow,sjperkins/tensorflow,haeusser/tensorflow,gojira/tensorflow,wangyum/tensorflow,Intel-tensorflow/tensorflow,Moriadry/tensorflow,alshedivat/tensorflow,horance-liu/tensorflow,neilhan/tensorflow,DavidNorman/tensorflow,asadziach/tensorflow,HaebinShin/tensorflow,alsrgv/tensorflow,cg31/tensorflow,gunan/tensorflow,nolanliou/tensorflow,MycChiu/tensorflow,zasdfgbnm/tensorflow,suiyuan2009/tensorflow,ibmsoe/tensorflow,EvenStrangest/tensorflow,code-sauce/tensorflow,seanli9jan/tensorflow,ArtsiomCh/tensorflow,kobejean/tensorflow,aselle/tensorflow,caisq/tensorflow,frreiss/tensorflow-fred,unsiloai/syntaxnet-ops-hack,elingg/tensorflow,tillahoffmann/tensorflow,mrry/tensorflow,kevin-coder/tensorflow-fork,DCSaunders/tensorflow,adamtiger/tensorflow,caisq/tensorflow,Mazecreator/tensorflow,davidzchen/tensorflow,av8ramit/tensorflow,suiyuan2009/tensorflow,manipopopo/tensorflow,HKUST-SING/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,paolodedios/tensorflow,markslwong/tensorflow,Bulochkin/tensorflow_pack,Carmezim/tensorflow,odejesush/tensorflow,pierreg/tensorflow,Carmezim/tensorflow,nburn42/tensorflow,jwlawson/tensorflow,lakshayg/tensorflow,cg31/tensorflow,ppwwyyxx/tensorflow,alistairlow/tensorflow,nburn42/tensorflow,brchiu/tensorflow,suiyuan2009/tensorflow,seanli9jan/tensorflow,rdipietro/tensorflow,zycdragonball/tensorflow,petewarden/tensorflow_makefile,MoamerEncsConcordiaCa/tensorflow,handroissuazo/tensorflow,Intel-tensorflow/tensorflow,pavelchristof/gomoku-ai,laszlocsomor/tensorflow,gojira/tensorflow,alheinecke/tensorflow-xsmm,LUTAN/tensorflow,xodus7/tensorflow,MoamerEncsConcordiaCa/tensorflow,paolodedios/tensorflow,wchan/tensorflow,jostep/tensorflow,ghchinoy/tensorflow,sandeepgupta2k4/tensorflow,ibmsoe/tensorflow,peterbraden/tensorflow,karllessard/tensorflow,kamcpp/tensorflow,JingJunYin/tensorflow,pavelchristof/gomoku-ai,davidzchen/tensorflow,ninotoshi/tensorflow,codrut3/tensorflow,tomasreimers/tensorflow-emscripten,wchan/tensorflow,jhseu/tensorflow,hsaputra/tensorflow,abhitopia/tensorflow,manipopopo/tensorflow,apark263/tensorflow,scenarios/tensorflow,dongjoon-hyun/tensorflow,nikste/tensorflow,rabipanda/tensorflow,aam-at/tensorflow,xzturn/tensorflow,ville-k/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,tiagofrepereira2012/tensorflow,sandeepdsouza93/TensorFlow-15712,pcm17/tensorflow,gautam1858/tensorflow,DCSaunders/tensorflow,yufengg/tensorflow,zasdfgbnm/tensorflow,wangyum/tensorflow,AndreasMadsen/tensorflow,arborh/tensorflow,zycdragonball/tensorflow,annarev/tensorflow,alsrgv/tensorflow,abhitopia/tensorflow,zasdfgbnm/tensorflow,karllessard/tensorflow,markslwong/tensorflow,mdrumond/tensorflow,horance-liu/tensorflow,girving/tensorflow,caisq/tensorflow,yaroslavvb/tensorflow,ZhangXinNan/tensorflow,horance-liu/tensorflow,seaotterman/tensorflow,snnn/tensorflow,ivano666/tensorflow,juharris/tensorflow,aselle/tensorflow,chemelnucfin/tensorflow,odejesush/tensorflow,Bismarrck/tensorflow,MycChiu/tensorflow,ppries/tensorflow,whn09/tensorflow,ppwwyyxx/tensorflow,jbedorf/tensorflow,strint/tensorflow,gunan/tensorflow,alsrgv/tensorflow,nightjean/Deep-Learning,jalexvig/tensorflow,lukeiwanski/tensorflow,ArtsiomCh/tensorflow,frreiss/tensorflow-fred,strint/tensorflow,Moriadry/tensorflow,HaebinShin/tensorflow,thjashin/tensorflow,zycdragonball/tensorflow,gibiansky/tensorflow,hfp/tensorflow-xsmm,ychfan/tensorflow,anilmuthineni/tensorflow,jeffzheng1/tensorflow,AnishShah/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,llhe/tensorflow,alheinecke/tensorflow-xsmm,karllessard/tensorflow,dhalleine/tensorflow,asimshankar/tensorflow,frreiss/tensorflow-fred,hfp/tensorflow-xsmm,Mistobaan/tensorflow,Mistobaan/tensorflow,bowang/tensorflow,drpngx/tensorflow,don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nsorflow,nightjean/Deep-Learning,calebfoss/tensorflow,HKUST-SING/tensorflow,jostep/tensorflow,nolanliou/tensorflow,haeusser/tensorflow,cg31/tensorflow,davidzchen/tensorflow,allenlavoie/tensorflow,a-doumoulakis/tensorflow,mortada/tensorflow,yaroslavvb/tensorflow,mixturemodel-flow/tensorflow,Bismarrck/tensorflow,snnn/tensorflow,ZhangXinNan/tensorflow,Mistobaan/tensorflow,benoitsteiner/tensorflow-opencl,nburn42/tensorflow,tntnatbry/tensorflow,jart/tensorflow,chemelnucfin/tensorflow,alistairlow/tensorflow,eadgarchen/tensorflow,laosiaudi/tensorflow,alshedivat/tensorflow,krikru/tensorflow-opencl,codrut3/tensorflow,eerwitt/tensorflow,davidzchen/tensorflow,markslwong/tensorflow,jhaux/tensorflow,gautam1858/tensorflow,Xeralux/tensorflow,girving/tensorflow,ran5515/DeepDecision,theflofly/tensorflow,aselle/tensorflow,calebfoss/tensorflow,ishay2b/tensorflow,theflofly/tensorflow,Moriadry/tensorflow,benoitsteiner/tensorflow-opencl,dancingdan/tensorflow,guschmue/tensorflow,adit-chandra/tensorflow,anand-c-goog/tensorflow,pavelchristof/gomoku-ai,jhaux/tensorflow,manazhao/tf_recsys,ZhangXinNan/tensorflow,gautam1858/tensorflow,ppries/tensorflow,laosiaudi/tensorflow,jbedorf/tensorflow,yanchen036/tensorflow,adit-chandra/tensorflow,Carmezim/tensorflow,asimshankar/tensorflow,laosiaudi/tensorflow,Intel-Corporation/tensorflow,cg31/tensorflow,guschmue/tensorflow,MoamerEncsConcordiaCa/tensorflow,frreiss/tensorflow-fred,RapidApplicationDevelopment/tensorflow,yaroslavvb/tensorflow,ychfan/tensorflow,xodus7/tensorflow,av8ramit/tensorflow,DavidNorman/tensorflow,dendisuhubdy/tensorflow,arborh/tensorflow,benoitsteiner/tensorflow,cxxgtxy/tensorflow,anilmuthineni/tensorflow,Mazecreator/tensorflow,johndpope/tensorflow,Mazecreator/tensorflow,raymondxyang/tensorflow,lukeiwanski/tensorflow,ArtsiomCh/tensorflow,arborh/tensorflow,laosiaudi/tensorflow,with-git/tensorflow,theflofly/tensorflow,lukeiwanski/tensorflow-opencl,mortada/tensorflow,gunan/tensorflow,dhalleine/tensorflow,hfp/tensorflow-xsmm,laszlocsomor/tensorflow,mortada/tensorflow,jhaux/tensorflow,ran5515/DeepDecision,nikste/tensorflow,ninotoshi/tensorflow,HaebinShin/tensorflow,alistairlow/tensorflow,allenlavoie/tensorflow,anilmuthineni/tensorflow,thesuperzapper/tensorflow,MycChiu/tensorflow,snnn/tensorflow,sandeepdsouza93/TensorFlow-15712,lukeiwanski/tensorflow-opencl,hfp/tensorflow-xsmm,freedomtan/tensorflow,tensorflow/tensorflow-pywrap_saved_model,eaplatanios/tensorflow,JingJunYin/tensorflow,gunan/tensorflow,seanli9jan/tensorflow,yongtang/tensorflow,Xeralux/tensorflow,davidzchen/tensorflow,girving/tensorflow,Xeralux/tensorflow,mixturemodel-flow/tensorflow,asadziach/tensorflow,HKUST-SING/tensorflow,ville-k/tensorflow,pierreg/tensorflow,Carmezim/tensorflow,thjashin/tensorflow,johndpope/tensorflow,manipopopo/tensorflow,yaroslavvb/tensorflow,JVillella/tensorflow,ville-k/tensorflow,nanditav/15712-TensorFlow,av8ramit/tensorflow,sandeepgupta2k4/tensorflow,frreiss/tensorflow-fred,snnn/tensorflow,MostafaGazar/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,benoitsteiner/tensorflow-xsmm,scenarios/tensorflow,with-git/tensorflow,meteorcloudy/tensorflow,aldian/tensorflow,eerwitt/tensorflow,gnieboer/tensorflow,ZhangXinNan/tensorflow,xzturn/tensorflow,tensorflow/tensorflow,benoitsteiner/tensorflow-xsmm,kobejean/tensorflow,tornadozou/tensorflow,freedomtan/tensorflow,johndpope/tensorflow,zycdragonball/tensorflow,EvenStrangest/tensorflow,memo/tensorflow,alivecor/tensorflow,alivecor/tensorflow,wangyum/tensorflow,sjperkins/tensorflow,kamcpp/tensorflow,ninotoshi/tensorflow,Intel-tensorflow/tensorflow,with-git/tensorflow,ishay2b/tensorflow,ravindrapanda/tensorflow,yufengg/tensorflow,xzturn/tensorflow,juharris/tensorflow,JVillella/tensorflow,dhalleine/tensorflow,kchodorow/tensorflow,petewarden/tensorflow,xodus7/tensorflow,sarvex/tensorflow,alshedivat/tensorflow,petewarden/tensorflow,Xeralux/tensorflow,adamtiger/tensorflow,ZhangXinNan/tensorflow,with-git/tensorflow,kobejean/tensorflow,mixturemodel-flow/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,sjperkins/tensorflow,eaplatanios/tensorflow,jhseu/tensorflow,meteorcloudy/tensorflow,alisidd/tensorflow,kchodorow/tensorflow,Carmezim/tensorflow,arborh/tensorflow,mengxn/tensorflow,TakayukiSakai/tensorflow,odejesush/tensorflow,handroissuazo/tensorflow,nburn42/tensorflow,chenjun0210/tensorflow,kchodorow/tensorflow,alisidd/tensorflow,cancan101/tensorflow,nightjean/Deep-Learning,llhe/tensorflow,mdrumond/tensorflow,anand-c-goog/tensorflow,nolanliou/tensorflow,maciekcc/tensorflow,petewarden/tensorflow_makefile,alivecor/tensorflow,gunan/tensorflow,manjunaths/tensorflow,freedomtan/tensorflow,gnieboer/tensorflow,wangyum/tensorflow,naturali/tensorflow,cancan101/tensorflow,brchiu/tensorflow,pierreg/tensorflow,alistairlow/tensorflow,juharris/tensorflow,seaotterman/tensorflow,eerwitt/tensorflow,codrut3/tensorflow,SnakeJenny/TensorFlow,benoitsteiner/tensorflow-opencl,eerwitt/tensorflow,unsiloai/syntaxnet-ops-hack,MoamerEncsConcordiaCa/tensorflow,benoitsteiner/tensorflow-o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