Add missing sparse base columns definitions and change parameter name (#8252)
Add missing sparse base columns definitions and change parameter name (#8252)

There are couple of issues which prevent the code from tutorial to run immediately after copy-pasting:
- build_estimator() is missing definitions of two sparse base columns ("race" and "marital status")
- "dense_shape" parameter is named "shape" when creating SparseTensor in input_fn()
ZhangXinNan/tensorflow,aselle/tensorflow,tensorflow/tensorflow-pywrap_saved_model,alisidd/tensorflow,alshedivat/tensorflow,lakshayg/tensorflow,hehongliang/tensorflow,yufengg/tensorflow,zasdfgbnm/tensorflow,tensorflow/tensorflow-pywrap_saved_model,petewarden/tensorflow,alsrgv/tensorflow,sandeepgupta2k4/tensorflow,renyi533/tensorflow,dongjoon-hyun/tensorflow,nburn42/tensorflow,ravindrapanda/tensorflow,theflofly/tensorflow,thesuperzapper/tensorflow,ibmsoe/tensorflow,meteorcloudy/tensorflow,lakshayg/tensorflow,gautam1858/tensorflow,benoitsteiner/tensorflow,ravindrapanda/tensorflow,jostep/tensorflow,ZhangXinNan/tensorflow,hehongliang/tensorflow,renyi533/tensorflow,mortada/tensorflow,dongjoon-hyun/tensorflow,asimshankar/tensorflow,xzturn/tensorflow,gojira/tensorflow,Moriadry/tensorflow,arborh/tensorflow,wangyum/tensorflow,maciekcc/tensorflow,jostep/tensorflow,HKUST-SING/tensorflow,jostep/tensorflow,mdrumond/tensorflow,lukeiwanski/tensorflow,aam-at/tensorflow,jhaux/tensorflow,memo/tensorflow,raymondxyang/tensorflow,JingJunYin/tensorflow,abhitopia/tensorflow,Carmezim/tensorflow,sarvex/tensorflow,allenlavoie/tensorflow,SnakeJenny/TensorFlow,ville-k/tensorflow,dongjoon-hyun/tensorflow,eaplatanios/tensorflow,bowang/tensorflow,snnn/tensorflow,JingJunYin/tensorflow,annarev/tensorflow,with-git/tensorflow,lakshayg/tensorflow,tensorflow/tensorflow,tornadozou/tensorflow,alshedivat/tensorflow,ishay2b/tensorflow,unsiloai/syntaxnet-ops-hack,guschmue/tensorflow,Intel-Corporation/tensorflow,jart/tensorflow,gautam1858/tensorflow,frreiss/tensorflow-fred,unsiloai/syntaxnet-ops-hack,manazhao/tf_recsys,caisq/tensorflow,ville-k/tensorflow,av8ramit/tensorflow,girving/tensorflow,benoitsteiner/tensorflow-xsmm,tensorflow/tensorflow-experimental_link_static_libraries_once,gunan/tensorflow,asimshankar/tensorflow,manipopopo/tensorflow,Xeralux/tensorflow,hsaputra/tensorflow,gunan/tensorflow,girving/tensorflow,jalexvig/tensorflow,renyi533/tensorflow,ishay2b/tensorflow,eadgarchen/tensorflow,sjperkins/tensorflow,chris-chris/tensorflow,meteorcloudy/tensorflow,codrut3/tensorflow,jhaux/tensorflow,adamtiger/tensorflow,aam-at/tensorflow,yanchen036/tensorflow,laszlocsomor/tensorflow,ibmsoe/tensorflow,AnishShah/tensorflow,petewarden/tensorflow,mdrumond/tensorflow,jbedorf/tensorflow,davidzchen/tensorflow,benoitsteiner/tensorflow-opencl,karllessard/tensorflow,chemelnucfin/tensorflow,yufengg/tensorflow,abhitopia/tensorflow,asadziach/tensorflow,ghchinoy/tensorflow,jalexvig/tensorflow,tillahoffmann/tensorflow,thesuperzapper/tensorflow,nolanliou/tensorflow,admcrae/tensorflow,brchiu/tensorflow,freedomtan/tensorflow,snnn/tensorflow,sjperkins/tensorflow,ibmsoe/tensorflow,mdrumond/tensorflow,Intel-tensorflow/tensorflow,arborh/tensorflow,strint/tensorflow,snnn/tensorflow,tensorflow/tensorflow,jhseu/tensorflow,yufengg/tensorflow,ibmsoe/tensorflow,markslwong/tensorflow,gojira/tensorflow,Mistobaan/tensorflow,ppwwyyxx/tensorflow,maciekcc/tensorflow,mdrumond/tensorflow,pavelchristof/gomoku-ai,aam-at/tensorflow,renyi533/tensorflow,dongjoon-hyun/tensorflow,ZhangXinNan/tensorflow,dyoung418/tensorflow,cxxgtxy/tensorflow,johndpope/tensorflow,DavidNorman/tensorflow,Xeralux/tensorflow,xzturn/tensorflow,tensorflow/tensorflow,Xeralux/tensorflow,benoitsteiner/tensorflow-opencl,brchiu/tensorflow,ghchinoy/tensorflow,freedomtan/tensorflow,davidzchen/tensorflow,brchiu/tensorflow,benoitsteiner/tensorflow,theflofly/tensorflow,petewarden/tensorflow,nburn42/tensorflow,seaotterman/tensorflow,with-git/tensorflow,ghchinoy/tensorflow,pavelchristof/gomoku-ai,llhe/tensorflow,suiyuan2009/tensorflow,karllessard/tensorflow,unsiloai/syntaxnet-ops-hack,jendap/tensorflow,bowang/tensorflow,Carmezim/tensorflow,tillahoffmann/tensorflow,theflofly/tensorflow,dendisuhubdy/tensorflow,meteorcloudy/tensorflow,mortada/tensorflow,tensorflow/tensorflow-pywrap_saved_model,LUTAN/tensorflow,yongtang/tensorflow,maciekcc/tensorflow,taknevski/tensorflow-xsmm,llhe/tensorflow,ZhangXinNan/tensorflow,kevin-coder/tensorflow-fork,abhitopia/tensorflow,DavidNorman/tensorflow,paolodedios/tensorflow,gnieboer/tensorflow,seanli9jan/tensorflow,strint/tensorflow,JVillella/tensorflow,jhseu/tensorflow,aam-at/tensorflow,dancingdan/tensorflow,horance-liu/tensorflow,alshedivat/tensorflow,MoamerEncsConcordiaCa/tensorflow,nightjean/Deep-Learning,girving/tensorflow,mixturemodel-flow/tensorflow,alshedivat/tensorflow,abhitopia/tensorflow,asimshankar/tensorflow,annarev/tensorflow,nolanliou/tensorflow,xzturn/tensorflow,Carmezim/tensorflow,chris-chris/tensorflow,yongtang/tensorflow,rabipanda/tensorflow,jart/tensorflow,mixturemodel-flow/tensorflow,nightjean/Deep-Learning,jhaux/tensorflow,HKUST-SING/tensorflow,zasdfgbnm/tensorflow,dancingdan/tensorflow,sandeepgupta2k4/tensorflow,yongtang/tensorflow,andrewcmyers/tensorflow,Mistobaan/tensorflow,Bulochkin/tensorflow_pack,Moriadry/tensorflow,benoitsteiner/tensorflow-opencl,raymondxyang/tensorflow,nolanliou/tensorflow,gnieboer/tensorflow,kevin-coder/tensorflow-fork,HKUST-SING/tensorflow,MoamerEncsConcordiaCa/tensorflow,dancingdan/tensorflow,taknevski/tensorflow-xsmm,dendisuhubdy/tensorflow,chenjun0210/tensorflow,ppwwyyxx/tensorflow,tornadozou/tensorflow,xodus7/tensorflow,benoitsteiner/tensorflow-xsmm,zasdfgbnm/tensorflow,jendap/tensorflow,sarvex/tensorflow,alsrgv/tensorflow,annarev/tensorflow,Bulochkin/tensorflow_pack,aldian/tensorflow,thesuperzapper/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,eaplatanios/tensorflow,frreiss/tensorflow-fred,freedomtan/tensorflow,ravindrapanda/tensorflow,caisq/tensorflow,alivecor/tensorflow,tiagofrepereira2012/tensorflow,yanchen036/tensorflow,petewarden/tensorflow,benoitsteiner/tensorflow-opencl,mavenlin/tensorflow,hsaputra/tensorflow,Bismarrck/tensorflow,taknevski/tensorflow-xsmm,lukeiwanski/tensorflow,annarev/tensorflow,rabipanda/tensorflow,Intel-tensorflow/tensorflow,frreiss/tensorflow-fred,vrv/tensorflow,petewarden/tensorflow,alheinecke/tensorflow-xsmm,chemelnucfin/tensorflow,meteorcloudy/tensorflow,snnn/tensorflow,av8ramit/tensorflow,gautam1858/tensorflow,chris-chris/tensorflow,zycdragonball/tensorflow,tensorflow/tensorflow-pywrap_tf_optimizer,jhaux/tensorflow,kobejean/tensorflow,mavenlin/tensorflow,ageron/tensorflow,jhseu/tensorflow,kevin-coder/tensorflow-fork,allenlavoie/tensorflow,sjperkins/tensorflow,alivecor/tensorflow,jbedorf/tensorflow,a-doumoulakis/tensorflow,dendisuhubdy/tensorflow,yanchen036/tensorflow,alsrgv/tensorflow,alshedivat/tensorflow,a-doumoulakis/tensorflow,sarvex/tensorflow,ville-k/tensorflow,av8ramit/tensorflow,hsaputra/tensorflow,lukeiwanski/tensorflow,adit-chandra/tensorflow,av8ramit/tensorflow,adit-chandra/tensorflow,karllessard/tensorflow,jwlawson/tensorflow,strint/tensorflow,alheinecke/tensorflow-xsmm,hfp/tensorflow-xsmm,aselle/tensorflow,girving/tensorflow,alisidd/tensorflow,xodus7/tensorflow,manipopopo/tensorflow,SnakeJenny/TensorFlow,DavidNorman/tensorflow,aldian/tensorflow,xodus7/tensorflow,aldian/tensorflow,gautam1858/tensorflow,kobejean/tensorflow,gnieboer/tensorflow,chris-chris/tensorflow,wangyum/tensorflow,kobejean/tensorflow,tornadozou/tensorflow,benoitsteiner/tensorflow,yongtang/tensorflow,av8ramit/tensorflow,taknevski/tensorflow-xsmm,chenjun0210/tensorflow,allenlavoie/tensorflow,manipopopo/tensorflow,petewarden/tensorflow,tornadozou/tensorflow,snnn/tensorflow,chenjun0210/tensorflow,Carmezim/tensorflow,allenlavoie/tensorflow,frreiss/tensorflow-fred,jhseu/tensorflow,wangyum/tensorflow,ageron/tensorflow,memo/tensorflow,mdrumond/tensorflow,xzturn/tensorflow,asadziach/tensorflow,jendap/tensorflow,maciekcc/tensorflow,ZhangXinNan/tensorflow,Intel-Corporation/tensorflow,pavelchristof/gomoku-ai,tensorflow/tensorflow-pywrap_saved_model,jbedorf/tensorflow,LUTAN/tensorflow,gojira/tensorflow,mortada/tensorflow,MoamerEncsConcordiaCa/tensorflow,taknevski/tensorflow-xsmm,sandeepgupta2k4/tensorflow,lakshayg/tensorflow,horance-liu/tensorflow,renyi533/tensorflow,nolanliou/tensorflow,hfp/tensorflow-xsmm,arborh/tensorflow,guschmue/tensorflow,jbedorf/tensorflow,benoitsteiner/tensorflow-xsmm,mdrumond/tensorflow,jwlawson/tensorflow,zasdfgbnm/tensorflow,laszlocsomor/tensorflow,jbedorf/tensorflow,yanchen036/tensorflow,ibmsoe/tensorflow,vrv/tensorflow,nolanliou/tensorflow,davidzchen/tensorflow,abhitopia/tensorflow,hfp/tensorflow-xsmm,aam-at/tensorflow,seaotterman/tensorflow,renyi533/tensorflow,kobejean/tensorflow,brchiu/tensorflow,Bulochkin/tensorflow_pack,ppwwyyxx/tensorflow,alivecor/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,JingJunYin/tensorflow,gnieboer/tensorflow,hehongliang/tensorflow,aselle/tensorflow,Carmezim/tensorflow,adit-chandra/tensorflow,unsiloai/syntaxnet-ops-hack,snnn/tensorflow,wangyum/tensorflow,gojira/tensorflow,apark263/tensorflow,SnakeJenny/TensorFlow,ran5515/DeepDecision,Xeralux/tensorflow,ghchinoy/tensorflow,sandeepgupta2k4/tensorflow,maciekcc/tensorflow,tiagofrepereira2012/tensorflow,Intel-tensorflow/tensorflow,paolodedios/tensorflow,ppwwyyxx/tensorflow,brchiu/tensorflow,SnakeJenny/TensorFlow,raymondxyang/tensorflow,brchiu/tensorflow,ArtsiomCh/tensorflow,ageron/tensorflow,memo/tensorflow,annarev/tensorflow,benoitsteiner/tensorflow-xsmm,annarev/tensorflow,JVillella/tensorflow,caisq/tensorflow,theflofly/tensorflow,AnishShah/tensorflow,snnn/tensorflow,chenjun0210/tensorflow,ravindrapanda/tensorflow,AnishShah/tensorflow,jhaux/tensorflow,with-git/tensorflow,raymondxyang/tensorflow,hsaputra/tensorflow,AnishShah/tensorflow,xodus7/tensorflow,dongjoon-hyun/tensorflow,aselle/tensorflow,llhe/tensorflow,ArtsiomCh/tensorflow,AnishShah/tensorflow,asimshankar/tensorflow,annarev/tensorflow,nburn42/tensorflow,rabipanda/tensorflow,alsrgv/tensorflow,mortada/tensorflow,mengxn/tensorflow,laszlocsomor/tensorflow,tensorflow/tensorflow-experimental_link_static_libraries_once,Kongsea/tensorflow,unsiloai/syntaxnet-ops-hack,renyi533/tensorflow,asadziach/tensorflow,JingJunYin/tensorflow,adit-chandra/tensorflow,frreiss/tensorflow-fred,Bulochkin/tensorflow_pack,seaotterman/tensorflow,horance-liu/tensorflow,Mazecreator/ten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