Fix chain rule to not imply second differentiation (#3650)
Fix chain rule to not imply second differentiation (#3650)

Fixes part of #3629.
jhseu/tensorflow,tensorflow/tensorflow-pywrap_saved_model,arborh/tensorflow,mavenlin/tensorflow,brchiu/tensorflow,yaroslavvb/tensorflow,zycdragonball/tensorflow,karllessard/tensorflow,raymondxyang/tensorflow,ageron/tensorflow,eadgarchen/tensorflow,mengxn/tensorflow,sandeepdsouza93/TensorFlow-15712,Intel-Corporation/tensorflow,jhaux/tensorflow,Bulochkin/tensorflow_pack,pavelchristof/gomoku-ai,gunan/tensorflow,mixturemodel-flow/tensorflow,dancingdan/tensorflow,Xeralux/tensorflow,eadgarchen/tensorflow,guschmue/tensorflow,benoitsteiner/tensorflow-xsmm,Moriadry/tensorflow,guschmue/tensorflow,annarev/tensorflow,mortada/tensorflow,tntnatbry/tensorflow,JVillella/tensorflow,alheinecke/tensorflow-xsmm,taknevski/tensorflow-xsmm,ghchinoy/tensorflow,theflofly/tensorflow,taknevski/tensorflow-xsmm,girving/tensorflow,manjunaths/tensorflow,renyi533/tensorflow,drpngx/tensorflow,ghchinoy/tensorflow,apark263/tensorflow,whn09/tensorflow,ZhangXinNan/tensorflow,Mistobaan/tensorflow,elingg/tensorflow,asimshankar/tensorflow,Carmezim/tensorflow,XueqingLin/tensorflow,aldian/tensorflow,petewarden/tensorflow,pcm17/tensorflow,vrv/tensorflow,JingJunYin/tensorflow,JingJunYin/tensorflow,xodus7/tensorflow,ppwwyyxx/tensorflow,aam-at/tensorflow,ageron/tensorflow,jbedorf/tensorflow,SnakeJenny/TensorFlow,arborh/tensorflow,MycChiu/tensorflow,dendisuhubdy/tensorflow,aldian/tensorflow,taknevski/tensorflow-xsmm,AnishShah/tensorflow,mortada/tensorflow,naturali/tensorflow,pcm17/tensorflow,LUTAN/tensorflow,thesuperzapper/tensorflow,unsiloai/syntaxnet-ops-hack,Bulochkin/tensorflow_pack,anilmuthineni/tensorflow,laosiaudi/tensorflow,nightjean/Deep-Learning,eerwitt/tensorflow,Mistobaan/tensorflow,Bulochkin/tensorflow_pack,Bismarrck/tensorflow,kevin-coder/tensorflow-fork,ageron/tensorflow,lakshayg/tensorflow,yongtang/tensorflow,girving/tensorflow,ageron/tensorflow,asimshankar/tensorflow,gojira/tensorflow,guschmue/tensorflow,tiagofrepereira2012/tensorflow,ravindrapanda/tensorflow,nburn42/tensorflow,allenlavoie/tensorflow,chemelnucfin/tensorflow,krikru/tensorflow-opencl,nightjean/Deep-Learning,mavenlin/tensorflow,scenarios/tensorflow,ibmsoe/tensorflow,chenjun0210/tensorflow,naturali/tensorflow,jhseu/tensorflow,karllessard/tensorflow,yaroslavvb/tensorflow,nolanliou/tensorflow,yongtang/tensorflow,alsrgv/tensorflow,nightjean/Deep-Learning,jhseu/tensorflow,wangyum/tensorflow,petewarden/tensorflow,DavidNorman/tensorflow,thjashin/tensorflow,raymondxyang/tensorflow,Bismarrck/tensorflow,sandeepdsouza93/TensorFlow-15712,paolodedios/tensorflow,arborh/tensorflow,DavidNorman/tensorflow,anilmuthineni/tensorflow,adamtiger/tensorflow,hfp/tensorflow-xsmm,andrewcmyers/tensorflow,alistairlow/tensorflow,HKUST-SING/tensorflow,a-doumoulakis/tensorflow,odejesush/tensorflow,alshedivat/tensorflow,dancingdan/tensorflow,hsaputra/tensorflow,eerwitt/tensorflow,odejesush/tensorflow,benoitsteiner/tensorflow,horance-liu/tensorflow,sjperkins/tensorflow,scenarios/tensorflow,jendap/tensorflow,MycChiu/tensorflow,code-sauce/tensorflow,kevin-coder/tensorflow-fork,sandeepgupta2k4/tensorflow,gibiansky/tensorflow,DavidNorman/tensorflow,Xeralux/tensorflow,a-doumoulakis/tensorflow,chenjun0210/tensorflow,andrewcmyers/tensorflow,arborh/tensorflow,jostep/tensorflow,manjunaths/tensorflow,arborh/tensorflow,mengxn/tensorflow,mavenlin/tensorflow,code-sauce/tensorflow,tomasreimers/tensorflow-emscripten,seaotterman/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,gojira/tensorflow,a-doumoulakis/tensorflow,apark263/tensorflow,HKUST-SING/tensorflow,abhitopia/tensorflow,vrv/tensorflow,scenarios/tensorflow,wangyum/tensorflow,calebfoss/tensorflow,nolanliou/tensorflow,wangyum/tensorflow,Bulochkin/tensorflow_pack,cxxgtxy/tensorflow,raymondxyang/tensorflow,yanchen036/tensorflow,gnieboer/tensorflow,JingJunYin/tensorflow,AnishShah/tensorflow,sandeepdsouza93/TensorFlow-15712,alisidd/tensorflow,brchiu/tensorflow,jendap/tensorflow,adit-chandra/tensorflow,wangyum/tensorflow,alheinecke/tensorflow-xsmm,tensorflow/tensorflow-pywrap_tf_optimizer,Kongsea/tensorflow,dongjoon-hyun/tensorflow,DCSaunders/tensorflow,drpngx/tensorflow,meteorcloudy/tensorflow,XueqingLin/tensorflow,jbedorf/tensorflow,tiagofrepereira2012/tensorflow,tomasreimers/tensorflow-emscripten,LUTAN/tensorflow,Bismarrck/tensorflow,vrv/tensorflow,ArtsiomCh/tensorflow,andrewcmyers/tensorflow,eaplatanios/tensorflow,renyi533/tensorflow,jeffzheng1/tensorflow,Kongsea/tensorflow,drpngx/tensorflow,manazhao/tf_recsys,haeusser/tensorflow,adit-chandra/tensorflow,av8ramit/tensorflow,karllessard/tensorflow,nolanliou/tensorflow,MycChiu/tensorflow,alisidd/tensorflow,tntnatbry/tensorflow,aam-at/tensorflow,nanditav/15712-TensorFlow,alshedivat/tensorflow,AndreasMadsen/tensorflow,johndpope/tensorflow,mixturemodel-flow/tensorflow,ychfan/tensorflow,ghchinoy/tensorflow,asadziach/tensorflow,martinwicke/tensorflow,adit-chandra/tensorflow,martinwicke/tensorflow,cg31/tensorflow,unsiloai/syntaxnet-ops-hack,manjunaths/tensorflow,johndpope/tensorflow,tensorflow/tensorflow,laszlocsomor/te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vex/tensorflow,dancingdan/tensorflow,ran5515/DeepDecision,hehongliang/tensorflow,tensorflow/tensorflow-pywrap_saved_model,nightjean/Deep-Learning,jostep/tensorflow,xzturn/tensorflow,adit-chandra/tensorflow,ychfan/tensorflow,DavidNorman/tensorflow,mengxn/tensorflow,jhseu/tensorflow,sarvex/tensorflow,ArtsiomCh/tensorflow,eerwitt/tensorflow,unsiloai/syntaxnet-ops-hack,renyi533/tensorflow,anand-c-goog/tensorflow,bowang/tensorflow,gojira/tensorflow,neilhan/tensorflow,neilhan/tensorflow,renyi533/tensorflow,sandeepgupta2k4/tensorflow,manazhao/tf_recsys,kobejean/tensorflow,dongjoon-hyun/tensorflow,pavelchristof/gomoku-ai,suiyuan2009/tensorflow,gunan/tensorflow,DavidNorman/tensorflow,jwlawson/tensorflow,RapidApplicationDevelopment/tensorflow,DCSaunders/tensorflow,theflofly/tensorflow,ishay2b/tensorflow,tensorflow/tensorflow,rabipanda/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,juharris/tensorflow,MostafaGazar/tensorflow,mavenlin/tensorflow,rdipietro/tensorflow,mdrumond/tensorflow,dancingdan/tensorflow,tomasreimers/tensorflow-emscripten,tensorflow/tensorflow-pywrap_saved_model,tongwang01/tensorflow,Mistobaan/tensorflow,memo/tensorflow,gunan/tensorflow,wangyum/tensorflow,dongjoon-hyun/tensorflow,zasdfgbnm/tensorflow,thesuperzapper/tensorflow,av8ramit/tensorflow,jhseu/tensorflow,haeusser/tensorflow,alsrgv/tensorflow,av8ramit/tensorflow,Mazecreator/tensorflow,manipopopo/tensorflow,jeffzheng1/tensorflow,aldian/tensorflow,tongwang01/tensorflow,aam-at/tensorflow,JVillella/tensorflow,DCSaunders/tensorflow,mrry/tensorflow,haeusser/tensorflow,jostep/tensorflow,RapidApplicationDevelopment/tensorflow,JingJunYin/tensorflow,ville-k/tensorflow,drpngx/tensorflow,dancingdan/tensorflow,sarvex/tensorflow,aselle/tensorflow,horance-liu/tensorflow,jostep/tensorflow,ville-k/tensorflow,gojira/tensorflow,girving/tensorflow,karllessard/tensorflow,tiagofrepereira2012/tensorflow,tomasreimers/tensorflow-emscripten,alistairlow/tensorflow,SnakeJenny/TensorFlow,kchodorow/tensorflow,krikru/tensorflow-opencl,Bismarrck/tensorflow,andrewcmyers/tensorflow,ville-k/tensorflow,asimshankar/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,llhe/tensorflow,ZhangXinNan/tensorflow,manjunaths/tensorflow,with-git/tensorflow,jwlawson/tensorflow,ppries/tensorflow,JingJunYin/tensorflow,bowang/tensorflow,pavelchristof/gomoku-ai,ishay2b/tensorflow,freedomtan/tensorflow,chris-chris/tensorflow,ychfan/tensorflow,asadziach/tensorflow,ravindrapanda/tensorflow,gojira/tensorflow,memo/tensorflow,ville-k/tensorflow,tensorflow/tensorflow,jart/tensorflow,zasdfgbnm/tensorflow,AnishShah/tensorflow,MoamerEncsConcordiaCa/tensorflow,eaplatanios/tensorflow,gunan/tensorflow,pierreg/tensorflow,laszlocsomor/tensorflow,aam-at/tensorflow,ppwwyyxx/tensorflow,aselle/tensorflow,caisq/tensorflow,admcrae/tensorflow,kamcpp/tensorflow,gautam1858/tensorflow,sandeepgupta2k4/tensorflow,ArtsiomCh/tensorflow,hfp/tensorflow-xsmm,kamcpp/tensorflow,Xeralux/tensorflow,jart/tensorflow,HKUST-SING/tensorflow,laosiaudi/tensorflow,horance-liu/tensorflow,ychfan/tensorflow,seanli9jan/tensorflow,alistairlow/tensorflow,girving/tensorflow,anand-c-goog/tensorflow,ArtsiomCh/tensorflow,yufengg/tensorflow,gautam1858/tensorflow,jhaux/tensorflow,hehongliang/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,ageron/tensorflow,tillahoffmann/tensorflow,Bulochkin/tensorflow_pack,guschmue/tensorflow,MoamerEncsConcordiaCa/tensorflow,eadgarchen/tensorflow,chemelnucfin/tensorflow,drpngx/tensorflow,mavenlin/tensorflow,ghchinoy/tensorflow,mortada/tensorflow,aselle/tensorflow,ppries/tensorflow,cancan101/tensorflow,jwlawson/tensorflow,davidzchen/tensorflow,lakshayg/tensorflow,ppries/tensorflow,tensorflow/tensorflow,MoamerEncsConcordiaCa/tensorflow,bowang/tensorflow,martinwicke/tensorflow,rabipanda/tensorflow,frreiss/tensorflow-fred,frreiss/tensorflow-fred,karllessard/tensorflow,lukeiwanski/tensorflow-opencl,jart/tensorflow,hfp/tensorflow-xsmm,frreiss/tensorflow-fred,theflofly/tensorflow,jalexvig/tensorflow,yongtang/tensorflow,tornadozou/tensorflow,krikru/tensorflow-opencl,freedomtan/tensorflow,eadgarchen/tensorflow,ageron/tensorflow,johndpope/tensorflow,Bismarrck/tensorflow,manazhao/tf_recsys,ibmsoe/tensorflow,AnishShah/tensorflow,eadgarchen/tensorflow,jart/tensorflow,renyi533/tensorflow,ppries/tensorflow,dendisuhubdy/tensorflow,nolanliou/tensorflow,DCSaunders/tensorflow,seanli9jan/tensorflow,ppwwyyxx/tensorflow,lukeiwanski/tensorflow,kobejean/tensorflow,ppries/tensorflow,apark263/tensorflow,markslwong/tensorflow,jalexvig/tensorflow,alshedivat/tensorflow,manjunaths/tensorflow,jart/tensorflow,ghchinoy/tensorflow,lakshayg/tensorflow,unsiloai/syntaxnet-ops-hack,lakshayg/tensorflow,nburn42/tensorflow,horance-liu/tensorflow,Moriadry/tensorflow,DCSaunders/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,jhaux/tensorflow,alsrgv/tensorflow,lukeiwanski/tensorflow-opencl,arborh/tensorflow,nburn42/tensorflow,allenlavoie/tensorflow,ghchinoy/tensor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uharris/tensorflow,gojira/tensorflow,ageron/tensorflow,eaplatanios/tensorflow,yaroslavvb/tensorflow,xodus7/tensorflow,a-doumoulakis/tensorflow,freedomtan/tensorflow,seaotterman/tensorflow,anilmuthineni/tensorflow,codrut3/tensorflow,guschmue/tensorflow,dancingdan/tensorflow,Moriadry/tensorflow,alheinecke/tensorflow-xsmm,ibmsoe/tensorflow,apark263/tensorflow,jendap/tensorflow,aam-at/tensorflow,MoamerEncsConcordiaCa/tensorflow,RapidApplicationDevelopment/tensorflow,aselle/tensorflow,alshedivat/tensorflow,MostafaGazar/tensorflow,admcrae/tensorflow,Carmezim/tensorflow,kamcpp/tensorflow,thjashin/tensorflow,handroissuazo/tensorflow,cg31/tensorflow,mrry/tensorflow,AnishShah/tensorflow,Xeralux/tensorflow,thesuperzapper/tensorflow,MoamerEncsConcordiaCa/tensorflow,theflofly/tensorflow,seaotterman/tensorflow,rabipanda/tensorflow,laszlocsomor/tensorflow,allenlavoie/tensorflow,thjashin/tensorflow,guschmue/tensorflow,manipopopo/tensorflow,meteorcloudy/tensorflow,llhe/tensorflow,annarev/tensorflow,cxxgtxy/tensorflow,asadziach/tensorflow,lukeiwanski/tensorflow,anilmuthineni/tensorflow,yaroslavvb/tensorflow,paolodedios/tensorflow,DCSaunders/tensorflow,gunan/tensorflow,a-doumoulakis/tensorflow,lakshayg/tensorflow,code-sauce/tensorflow,paolodedios/tensorflow,seanli9jan/tensorflow,bowang/tensorflow,ville-k/tensorflow,lukeiwanski/tensorflow-opencl,tensorflow/tensorflow-experimental_link_static_libraries_once,unsiloai/syntaxnet-ops-hack,dancingdan/tensorflow,benoitsteiner/tensorflow,elingg/tensorflow,Intel-Corporation/tensorflow,whn09/tensorflow,tensorflow/tensorflow-pywrap_saved_model,mdrumond/tensorflow,caisq/tensorflow,ppwwyyxx/tensorflow,laszlocsomor/tensorflow,jhaux/tensorflow,jhseu/tensorflow,aldian/tensorflow,paolodedios/tensorflow,strint/tensorflow,juharris/tensorflow,ZhangXinNan/tensorflow,DavidNorman/tensorflow,mengxn/tensorflow,gunan/tensorflow,jart/tensorflow,andrewcmyers/tensorflow,bowang/tensorflow,kobejean/tensorflow,davidzchen/tensorflow,ppwwyyxx/tensorflow,yaroslavvb/tensorflow,a-doumoulakis/tensorflow,LUTAN/tensorflow,davidzchen/tensorflow,handroissuazo/tensorflow,hfp/tensorflow-xsmm,dyoung418/tensorflow,caisq/tensorflow,laszlocsomor/tensorflow,chenjun0210/tensorflow,manipopopo/tensorflow,Mistobaan/tensorflow,laosiaudi/tensorflow,theflofly/tensorflow,petewarden/tensorflow,martinwicke/tensorflow,gnieboer/tensorflow,aselle/tensorflow,thesuperzapper/tensorflow,tensorflow/tensorflow,anand-c-goog/tensorflow,tntnatbry/tensorflow,ghchinoy/tensorflow,dyoung418/tensorflow,johndpope/tensorflow,HKUST-SING/tensorflow,alivecor/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,benoitsteiner/tensorflow-xsmm,annarev/tensorflow,renyi533/tensorflow,ghchinoy/tensorflow,nikste/tensorflow,nikste/tensorflow,Intel-Corporation/tensorflow,jalexvig/tensorflow,strint/tensorflow,nikste/tensorflow,memo/tensorflow,kobejean/tensorflow,nanditav/15712-TensorFlow,elingg/tensorflow,kamcpp/tensorflow,thjashin/tensorflow,juharris/tensorflow,horance-liu/tensorflow,jendap/tensorflow,benoitsteiner/tensorflow-xsmm,manjunaths/tensorflow,Bulochkin/tensorflow_pack,rabipanda/tensorflow,mengxn/tensorflow,lukeiwanski/tensorflow-opencl,Moriadry/tensorflow,eaplatanios/tensorflow,paolodedios/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,Bismarrck/tensorflow,elingg/tensorflow,naturali/tensorflow,asimshankar/tensorflow,johndpope/tensorflow,handroissuazo/tensorflow,abhitopia/tensorflow,dendisuhubdy/tensorflow,freedomtan/tensorflow,dyoung418/tensorflow,rdipietro/tensorflow,alistairlow/tensorflow,code-sauce/tensorflow,dyoung418/tensorflow,gautam1858/tensorflow,manjunaths/tensorflow,jwlawson/tensorflow,tensorflow/tensorflow,jart/tensorflow,chenjun0210/tensorflow,DavidNorman/tensorflow,thesuperzapper/tensorflow,ibmsoe/tensorflow,taknevski/tensorflow-xsmm,alsrgv/tensorflow,ppries/tensorflow,benoitsteiner/tensorflow-xsmm,calebfoss/tensorflow,jwlawson/tensorflow,cxxgtxy/tensorflow,haeusser/tensorflow,Mazecreator/tensorflow,suiyuan2009/tensorflow,jhaux/tensorflow,rabipanda/tensorflow,xodus7/tensorflow,zasdfgbnm/tensorflow,karllessard/tensorflow,zasdfgbnm/tensorflow,johndpope/tensorflow,jhaux/tensorflow,suiyuan2009/tensorflow,frreiss/tensorflow-fred,asadziach/tensorflow,vrv/tensorflow,jhseu/tensorflow,sjperkins/tensorflow,renyi533/tensorflow,sarvex/tensorflow,lukeiwanski/tensorflow-opencl,xzturn/tensorflow,girving/tensorflow,Bismarrck/tensorflow,cancan101/tensorflow,elingg/tensorflow,DCSaunders/tensorflow,yongtang/tensorflow,yongtang/tensorflow,sjperkins/tensorflow,pavelchristof/gomoku-ai,calebfoss/tensorflow,yaroslavvb/tensorflow,aldian/tensorflow,adit-chandra/tensorflow,xodus7/tensorflow,scenarios/tensorflow,admcrae/tensorflow,kamcpp/tensorflow,AndreasMadsen/tensorflow,dendisuhubdy/tensorflow,DCSaunders/tensorflow,MycChiu/tensorflow,adit-chandra/tensorflow,Mistobaan/tensorflow,av8ramit/tensorflow,Bulochkin/tensorflow_pack,annarev/tensorflow,jalexvig/tensorflow,AndreasMadsen/tensorflow,alshedivat/tensorflow,benoitsteiner/tensorflow-opencl,pao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