Search.setIndex({docnames:["index_en","v2/config/activation","v2/config/attr","v2/config/evaluators","v2/config/layer","v2/config/networks","v2/config/optimizer","v2/config/pooling","v2/data","v2/data/data_reader","v2/data/dataset","v2/data/image","v2/fluid","v2/fluid/data_feeder","v2/fluid/evaluator","v2/fluid/executor","v2/fluid/initializer","v2/fluid/io","v2/fluid/layers","v2/fluid/nets","v2/fluid/optimizer","v2/fluid/param_attr","v2/fluid/profiler","v2/fluid/regularizer","v2/model_configs","v2/run_logic"],envversion:50,filenames:["index_en.rst","v2/config/activation.rst","v2/config/attr.rst","v2/config/evaluators.rst","v2/config/layer.rst","v2/config/networks.rst","v2/config/optimizer.rst","v2/config/pooling.rst","v2/data.rst","v2/data/data_reader.rst","v2/data/dataset.rst","v2/data/image.rst","v2/fluid.rst","v2/fluid/data_feeder.rst","v2/fluid/evaluator.rst","v2/fluid/executor.rst","v2/fluid/initializer.rst","v2/fluid/io.rst","v2/fluid/layers.rst","v2/fluid/nets.rst","v2/fluid/optimizer.rst","v2/fluid/param_attr.rst","v2/fluid/profiler.rst","v2/fluid/regularizer.rst","v2/model_configs.rst","v2/run_logic.rst"],objects:{"paddle.v2":{image:[11,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[11,1,1,""],center_crop:[11,1,1,""],left_right_flip:[11,1,1,""],load_and_transform:[11,1,1,""],load_image:[11,1,1,""],load_image_bytes:[11,1,1,""],random_crop:[11,1,1,""],resize_short:[11,1,1,""],simple_transform:[11,1,1,""],to_chw:[11,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"0473v3":5,"0ab":4,"1st":18,"211839e770f7b538e2d8":5,"2nd":18,"32x32":10,"6th":10,"7eamaa":10,"boolean":18,"break":9,"byte":[9,11],"case":[4,18],"class":[1,2,3,4,5,6,7,9,10,13,14,15,18,21,25],"default":[2,3,4,5,6,7,9,10,11,17,18,19,22,25],"final":[4,5,18],"float":[2,3,4,6,9,18,19],"function":[4,5,9,10,18,19,23],"import":[3,4],"int":[2,3,4,5,9,10,11,18,19],"long":[4,5,9,18],"new":[4,9,18],"public":[10,18],"return":[2,3,4,5,7,9,10,11,17,18,19,23,25],"short":[4,5],"static":25,"true":[2,3,4,5,6,7,9,10,11,17,18,19,21,25],"var":[17,18],"while":[2,4,9],AWS:9,Abs:18,And:[3,4,6,9,10,11,18,25],But:[4,5,9,18],EOS:4,For:[3,4,5,6,9,18,25],IDs:[10,18],Its:[3,4],NMS:4,NOT:18,One:[3,5,18,25],That:[4,9],The:[1,2,3,4,5,6,9,10,11,17,18,19,22,25],Their:4,Then:[4,5,18],There:[3,4,10,18,25],These:[3,11,18],Use:[3,9,18],Used:[5,21],Using:18,Will:[9,25],With:[4,5],__gradient_machines__:25,__param_conf__:25,__tmp_params__:25,_link:5,_proj:4,abbrevi:11,abc:4,abl:4,about:[5,11,18],abov:[3,4,18],abs:5,acceler:4,accept:[2,4,9,18],access:[4,5,18],accord:[3,4,11,18],accordingli:[3,4],accumul:14,accuraci:3,acl2016:10,across:[4,9],act:[4,5,18,19],actgat:18,activ:[5,18,19,24],activi:5,actnod:18,actual:[4,18],adagradoptim:20,adamaxoptim:20,adamoptim:20,adapt:[3,6,18,25],add:[4,5,9,18,22,23,25],added:[3,4,10,18,25],addit:[4,5],addtolay:4,affect:[4,18],after:[4,5,10,11,18],age:10,agg_level:4,alex:18,algorithm:[4,6,18],alia:[1,2,4,16,18,20,23],alias:18,align:[4,5,9],all:[2,3,4,17,18,19,25],alloc:2,almost:18,along:[4,11,18,19],alpha:18,alreadi:[18,22],also:[4,5,10,18,21],although:22,alwai:[4,5,18,25],among:18,amount:18,ani:[4,5,9,18,21],anoth:[4,9,18,25],anthor:18,anyth:9,apart:18,api:[10,25],append:[18,25],append_batch_s:18,append_gradient_machin:25,appli:[4,18,23],applic:22,approach:4,approxim:18,arbitrari:4,archiv:[10,18],arg:[3,5,15,22],arg_nam:4,argmax:18,argument:[4,9,11,18,22],around:4,arrai:[2,4,9,11,18,25],arrang:18,arrari:18,articl:[10,18],arxiv:[5,18],as_row_vector:4,assign:[3,4,19],assum:[3,4,18],att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attr1:4,attr2:4,attr:[2,4,5,18],attribut:[4,5,18,24],author:10,automat:[4,18],avail:10,ave:22,averag:[3,4,7,14,18,22,25],avg_x:18,avgpool:4,avoid:18,axi:[4,18],axis:4,back:[4,18,25],background:[3,4],background_id:[3,4],backward:[1,4,5,18,23],baidu:18,base:[3,4,7,9,10,18],baseactiv:5,baseev:25,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],basic:[4,25],batch:[4,5,9,11,14,18,19,25],batch_id:25,batch_images_from_tar:11,batch_norm_lay:5,batch_norm_typ:4,batch_ref:18,batch_siz:[9,18],batchnorm:18,batchsiz:4,bbox:3,bcd:4,bcebo:10,beam:[4,18],beam_gen:4,beam_search:25,beam_siz:[4,18],becaus:[3,4,10],becom:18,been:[4,5,18],befor:[4,5,18],begin:[3,4,18,22],begin_norm_axi:18,beginiter:25,beginpass:25,behavior:18,being:18,belong:[3,4],below:18,benefit:5,besid:[4,10,21],beta1:6,beta2:6,beta:18,better:5,between:[3,4,11,18,25],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18],bias:[4,18],bias_attr:[4,5,18],bias_initi:18,bias_param_attr:5,bidirect:[4,5],bigger:18,bilinear:4,bilinear_interpol:4,binari:[3,4,9,18],bioinf:18,blank:[4,18],blob:10,block:[4,18],block_i:[4,18],block_x:[4,18],blockdesc:23,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:10,booktitl:10,bool:[2,3,4,5,6,7,9,10,11,17,18,25],boot:[4,18],boot_bia:4,boot_bias_active_typ:4,boot_with_const_id:4,bos_id:4,both:[1,2,4,5,11,18,22],bottom:25,bound:[4,18],boundri:3,box:4,branch:[4,18],broadcast:18,buf_siz:9,buffer:9,buffer_s:9,bufsiz:9,build:[4,10,17],build_dict:10,cacul:5,calcul:[3,4,5,18],call:[3,4,5,9,18,22,25],callabl:[2,4,9,10,17],can:[2,3,4,5,9,10,11,17,18,19,21,22,25],candid:[4,18],candidate_activ:18,captur:4,care:5,caret:25,carri:18,cat:[9,11],categori:[4,10],categorig:10,cde:4,cdn:10,ceil:4,ceil_mod:4,cell:[4,5,18],cell_activ:18,cell_t_prev:18,cell_valu:18,center:11,center_crop:11,ceph:9,certain:18,chain:9,challeng:4,chang:[4,10],channel:[4,5,11,18],channel_shar:4,check:9,check_align:9,choic:18,choos:18,chosen:18,chunk:18,chunk_ev:14,chunk_schem:[3,14,18],chunktyp:3,chw:11,cite:10,clarifi:[3,18],classdim:18,classic:4,classif:[4,18],classifi:4,classification_error_evalu:3,classification_evalu:3,clear:[3,22],client:18,clip:[2,5],clipbynorm:18,clock:4,clone:4,cloud_read:9,cluster:[9,25],cmu:18,cnn:[4,18],code:[4,9],coeff:4,collect:[4,10,25],color:11,colour:10,column:[3,4,18],column_evalu:3,com:[4,5,10,18],combin:[3,4,5,9,25],comma:[18,22,25],command:[9,22],comment:18,common:11,compat:19,compil:4,complet:[4,5,10,18,25],complex:[5,18],complic:4,compos:[9,19],composenotalign:9,comput:[4,5,14,18,19,22],computation:4,concaten:[4,5,18],concept:3,conckerneltrac:22,cond:18,condit:[4,18],conf:4,confid:4,confidence_threshold:4,config:[2,4,22],config_bas:[3,4,25],configur:[0,4,18,25],confus:11,conll:10,connect:[5,18],connectionist:[4,18],consequ:[4,5],consid:[3,4],consider:[4,5],consist:[3,4,10,11,18],constant:[4,18],constantiniti:[16,18],construct:[3,18],constructor:18,contain:[3,4,5,7,9,10,11,18,25],content:18,context:[4,5,10,18,19],context_attr:5,context_len:[4,5],context_proj_layer_nam:5,context_proj_param_attr:5,context_project:5,context_start:[4,5],continu:3,contrast:[4,18],control:2,conv:[5,18],conv_act:5,conv_batchnorm_drop_r:5,conv_bias_attr:5,conv_filter_s:5,conv_layer_attr:5,conv_num_filt:5,conv_op:4,conv_pad:5,conv_param_attr:5,conv_strid:5,conv_with_batchnorm:5,convent:18,convert:[10,18],convlay:4,convlution2d:18,convolut:[4,5,9,18,19],convolution2d:18,convoper:4,convproject:4,convtranslay:4,convtransproject:4,copi:[18,25],core:[2,18],corespond:18,corpu:10,correct:[4,18],correctli:[3,9],correspend:18,correspond:[4,17,18,19],cos:4,cosin:[4,18],cost:[18,25],cost_id:4,could:[4,9,25],count:[3,18],counter:[14,22],cours:3,covari:4,cpu:[2,4,18,22],cpuplac:22,creat:[2,9,10,18,23,25],creator:[9,10],crop:11,crop_siz:11,crope:11,cross:[4,18],cross_entropi:4,cross_entropy_with_selfnorm:4,csv:22,ctc:[3,18],ctc_evalu:3,cuda:22,cudaplac:22,cudnn:[4,7,18],cudnn_batch_norm:4,cudnn_conv:4,cudnn_convt:4,cudnnavginclpadpool:4,cudnnavgpool:4,cumul:4,current:[4,18],custom_neg_class:18,cut:9,cut_lin:9,cutoff:10,cv2:11,cyclic:4,data:[0,3,10,11,17,25],data_feed:12,data_fil:11,data_layout:18,data_read:9,data_typ:[9,10],databas:10,datadim:4,datasci:4,dataset:[0,18],dataset_nam:11,datatyp:10,dcs:10,decai:[6,23],decar:9,decayedadagradoptim:20,declar:18,decod:[4,5,18],decoder_prev:5,decoder_st:5,deconv:4,deconvolut:4,decor:9,deep:[4,18],def:[4,9],defalut:[18,22],default_initi:18,default_main_program:17,defin:[4,5,9,25],degener:18,degre:4,delet:18,delimit:3,delta:4,delv:4,demo:[4,10],denot:18,dens:[4,9],dense_arrai:9,dense_vector:9,dense_vector_sequ:9,depend:18,deploi:4,deprec:4,deriv:1,descend:18,descent:4,describ:17,descript:[3,10],deseri:25,design:[4,9,18],desir:9,destin:18,det_output:3,detail:[2,3,4,5,6,10,18],detect:18,detection_evalu:3,detection_output:3,determin:[4,9,18],deviat:2,devic:2,device_count:18,device_typ:18,devid:4,diagon:18,dic:11,dict:[3,10,25],dict_fil:3,dict_siz:[10,18],dictionari:[3,4,10,18,25],differ:[3,4,18,22,25],difficult:3,digit:4,dilat:[4,18],dilation_h:18,dilation_i:4,dilation_w:18,dim:[4,9,18,19,21],dimens:[1,4,5,7,9,18,19,21],dimension:[4,18],dimes:4,direct:[4,5,11,18],directli:5,directori:[4,17],dirnam:17,disabl:18,discard:9,discount:4,discret:4,dispens:18,displac:18,dissimilar:18,distanc:[3,4,18],distribut:[4,18],div:18,divid:[4,6,18],divis:18,divisor:18,doc:9,document:[4,5,18],doe:[5,18],doesn:[2,4,9],don:5,done:[3,4,5],dot:[4,5,19],dotmuloper:4,dotmulproject:4,doubl:18,download:10,drop:[4,5,18,19],drop_rat:2,drope:18,dropout:[2,5,19],dropout_prob:18,dropout_r:[4,18,19],dtype:18,dummi:25,duplic:18,dure:[4,5,17,18],dynam:18,dyogatam:18,each:[3,4,5,7,9,10,18,19,25],each_feature_vector:1,each_time_step_output:1,eas:9,edg:11,edit:[3,18],editdist:18,edu:[10,18],effect:[4,18,25],effici:4,efg:4,either:[4,5,9,18,25],elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25],elementwis:[18,19],elliott:10,embedding_nam:4,embedding_s:4,empir:[4,18],empti:[3,9,18],enabl:[2,4,18],enableonstart:22,enc_proj:5,enc_seq:5,encod:5,encoded_proj:5,encoded_sequ:5,encoder_last:4,encount:18,end:[3,4,10,18,22,25],end_id:18,end_po:4,endforwardbackward:25,enditer:25,endpass:25,endpoint:[9,18],english:[4,10],ensembl:5,entir:[4,5,10],entiti:3,entri:[9,18],entropi:[4,18],enumer:1,eos_id:4,epsilon:[4,6,18],equal:[4,5,18,19],equat:[3,4,5,6,18],error:[2,3,4,5,18],error_clipping_threshold:2,espeaci:18,especi:[4,5,17],essenti:4,estim:[4,18],etal:[10,18],etc:[3,9,18],etcd:[9,25],etcd_endpoint:9,euclidean:4,eval:3,evalu:[4,12,18,24,25],evaluate_difficult:3,event:22,event_handl:25,everi:[3,4,5,9,18],exactli:[4,5],exampl:[3,4,5,9,10,11,18,19,25],example_read:9,exceed:4,except:[4,10,21,23],exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:[3,14,18],exclus:18,exconv:4,exconvt:4,exdb:10,execut:[4,18,22],executor:[12,17],exist:18,expand:18,expand_a:4,expand_level:4,expandconvlay:4,expans:4,expect:4,explain:[3,18],explan:[4,18],explor:4,expon:4,exponenti:[1,18],extend:3,extra:[2,4,5,21],extra_lay:25,extraattr:2,extraattribut:4,extraattributenon:4,extract:[3,4,18],extralayerattribut:[2,5],extralayeroutput:5,extrem:4,fact:18,factor:[2,4,6,18],factor_s:4,fals:[2,3,4,5,6,9,10,18],fan_in:18,fast:4,faster:[4,5,18],fault:25,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer_nam:5,fc_mat:25,fc_out:18,fc_param_attr:5,featur:[1,4,9,10,18],feed:[5,17,25],feed_list:13,feed_target_nam:17,feeded_var_nam:17,feeder:9,fetch:10,fetch_target:17,fewer:[4,18],fg0:4,field1:25,field2:25,field:[4,10,21,25],file:[3,4,9,10,11,17,22,25],file_typ:9,filenam:11,fill:4,filter:[4,5,17,18],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18],fine:2,finish:18,first:[4,18,22,25],first_n:18,firstli:[3,4],firstn:9,fit:[10,17],fix:[2,4,18],flag:[4,10,18,22],flatten:18,flexibl:[4,5,22],flip:11,float32:[9,18],float64:18,float_16:18,floor:4,flow:18,fluid:[0,13,14,15,16,17,18,19,20,21,22,23],follew:18,follow:[3,4,5,6,9,10,11,18,19,25],forc:18,force_cpu:18,forget:[6,18],forget_bia:18,fork:4,form:[4,5,18],format:[3,9,10,11,18,22,25],formul:18,formula:[4,5,6,18],formular:4,forward:[1,4,5,18],forward_proj:18,forwardbackward:25,four:[3,18],fourth:18,frac:18,frame:3,frank:10,free:10,frequenc:10,from:[3,4,5,9,10,11,14,17,18,22,25],from_no_sequ:4,from_sequ:4,from_tar:25,fuction:22,full:[4,18],full_matrix_project:5,fulli:18,fullmatrixproject:4,fully_matrix_project:5,func:9,funciton:[5,18],funtion:18,further:4,furthermor:18,futur:[4,18],future_context_s:18,gain:[4,18],gate:[4,5,18,19],gate_act:[4,5],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gather:[4,18],gauss:2,gen:4,gender:10,gener:[3,4,5,9,25],generated_word_embed:4,generatedinput:4,gereat:3,german:10,germani:10,get:[3,4,10,17,18,25],get_dict:10,get_embed:10,get_grad:25,get_lin:9,get_movie_title_dict:10,get_shap:25,get_var:18,get_word_dict:10,getlayeroutput:25,gist:5,github:[5,10,18],give:18,given:[4,9,18,19,25],global:[2,18,23],global_learning_r:2,global_pool:18,global_step:18,goe:5,googl:18,gpu:[2,4,7,22],gpustarttimestamp:22,gradient:[2,3,4,6,18,23,25],gradient_clip:21,gradient_clipping_threshold:2,gradient_evalu:3,gradient_machin:25,gradientmachin:25,grai:11,grandient:25,graph:[4,18,25],greater:[4,18],greedi:18,gridsize3d:22,ground:[3,4,18],group:[5,18],grouplen:10,gru:[4,18],gru_bias_attr:5,gru_layer_attr:5,gru_memori:5,gru_param_attr:5,gru_step_lay:5,grumemori:5,gserver:4,guid:22,gutmann10a:18,h_0:18,h_f:18,half:[4,18,19],handl:9,handler:25,happen:18,hardshrink:18,hardsigmoid:18,has:[3,4,5,10,18,19,22],has_kei:25,has_selected_colum:4,have:[4,5,9,18,19,22],hdf:9,head:19,height:[4,9,11,18],help:[4,18],helper:18,here:[2,3,4,5,9,18,19,21],heurist:4,hidden:[4,5,18],hidden_dim:18,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierarch:4,high:2,highest:9,highli:10,histori:6,hook:2,hookattr:2,hookattribut:2,horizont:[4,11],hot:18,hous:10,how:[2,4,18],howev:[4,5,18],html:10,http:[4,5,10,18],huber:4,human:4,hwc:11,hyp:18,hyper:4,hyperparamet:4,hyperplan:9,hypothesi:18,iclrworkshop2016:18,ics:10,id_input:3,ident:[4,18],identifi:4,identityoffsetproject:4,identityproject:4,ids:[3,4,18],ignor:[4,17,18],ignored_token:18,illustr:[3,18],im2col:18,imag:[7,8,9,10,18],image_h:18,image_w:18,imagenet:4,imageri:4,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,implement:[4,5,9,18,19,23],improv:4,in_fals:18,in_plac:18,in_tru:18,includ:[3,4,5,10,11,18],inclus:18,incorpor:4,incorrect:4,inde:9,independ:[4,18],index:[3,4,7,9,10,18,25],indexslot:4,indiact:18,indic:[3,4,10,18,21],infer:[0,11,17,18],info:[3,4,10],infom:4,inform:[4,10,18,25],inherit:22,init:[2,18,25],init_batch_dim_idx:18,init_from_tar:25,init_valu:18,initi:[2,4,5,10,12,18,21,25],initial_max:2,initial_mean:[2,4],initial_min:2,initial_std:[2,4],inlcud:5,inner:4,inner_param_attr:5,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input1:[4,5],input2:4,input:[1,3,4,5,7,9,11,14,17,18,19,25],input_conf:4,input_dim_idx:18,input_dtyp:18,input_featur:1,input_id:4,input_imag:5,input_loc:4,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seq:[4,18],inputtyp:9,insert:18,insid:[3,5],instal:[4,18],instanc:[4,18],instead:[4,5,7],int32:18,int64:18,integ:[3,4,9,18],integer_valu:9,integer_value_sequ:9,integr:[3,18],inter:[4,18],interact:4,intercept:4,interfac:[0,2,4,5,22,25],intergr:4,intermedi:18,intern:[4,5,25],interpret:[3,18],interv:18,introduc:[4,11],invok:[4,25],iob:3,ioe:3,ipt:4,is_bia:18,is_color:11,is_loc:25,is_revers:18,is_scalar_condit:18,is_seq:4,is_spars:18,is_stat:2,is_test:18,is_train:11,issu:18,issuecom:18,item:[4,9,18,25],iter:[4,5,6,9,25],its:[4,5,18,25],jku:18,jmlr:18,job:10,job_id:10,jointli:5,jpg:11,jth:5,judg:4,just:[1,3,4,5,10,18],keep:[4,9,11,18],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25],kept:4,kernel:[4,18,22],keyword:18,kitten:18,know:18,kriz:10,krizhevski:18,ksimonyan:5,kvp:22,kwarg:[5,6,9,14,18,21],kwd:[15,22],l1_rate:2,l1decayregular:23,l2_rate:2,l2_sim:4,l2decayregular:23,label:[3,4,9,10,11,14,18,25],label_dim:4,lambda:18,lambdacost:4,lambdarank:4,lang:10,languag:[4,10,19],larg:[7,10,18],larger:[2,3,4],largest:18,last:[3,4,5,18],last_time_step_output:4,latenc:4,latent:4,latest:4,layer1:[4,5],layer2:4,layer3:4,layer:[2,3,5,7,9,12,24,25],layer_attr:4,layer_typ:4,layerhelp:18,layeroutout:4,layeroutput:5,layout:11,lbl:3,leakyrelu:18,learn:[2,3,4,5,6,10,18,19],learnabl:[4,18,19,25],learning_r:[2,21],least:[3,18],lecun:10,left:[4,18],left_right_flip:11,len:[4,18],length:[4,5,9,10,11,18],less:[4,18],lesser:18,let:[3,4,18],level:[2,4,18],levenshtein:18,librari:[4,18],like:[3,4,9,10,18],limit:[4,9,18],line:[3,9,22],line_break:9,linear:[4,18,19],linearli:18,link:[4,5,18],linux:9,list:[3,4,5,9,11,18,22,23,25],listen_and_serv:18,load:[11,17],load_and_transform:11,load_file_nam:17,load_imag:11,load_image_byt:11,loc:3,local:[2,18,25],locat:[4,18,25],lod:18,lod_level:18,lod_rank_table_obj:18,lod_tensor:18,lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19],lodtensorarrai:18,logarithm:[1,18],logist:18,logit:18,look:[3,18],lookahead:[4,18],lookup:18,loss:[4,18],low:4,lower:[4,18],lstm:[4,18],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:5,lstm_layer_attr:5,lstm_step:5,lstm_unit_op:18,lstmemori:5,lstmemory_group:4,lstmp:18,ltr:4,machin:[4,5,10,25],made:10,mai:[4,5,18,22],main:18,main_program:[17,18],maintain:4,make:[3,4,18],manag:25,mandarin:4,mani:[5,11],manner:4,map:[3,4,9,19,25],map_read:9,mapper:9,margin:18,mark:10,mask:[2,4,18],master:10,mat_param_attr:5,match:18,math:[5,18],matirx:4,matric:18,matrix:[3,4,5,9,18,19,25],max:[2,4,9,10,18,19,22],max_id:[4,25],max_job_id:10,max_length:4,max_movie_id:10,max_norm:18,max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:4,maximum:[3,4,10,18,22],maxinum:7,maxpool:4,mchw:18,md5:10,mean:[2,3,4,5,6,7,9,11,22,25],mean_op:18,mean_var_nam:4,measur:18,mechan:[4,5,19],mem:[4,18],member:[4,10],memor:4,memori:[5,18],memory_boot:5,memory_nam:4,mention:18,mere:5,merg:[4,18],messag:18,method:[4,6,25],might:4,million:10,min:[2,4,18,22],min_word_freq:10,mini:[4,9,14,18,25],minibatch:[4,18],minimum:[4,18,22],mismatch:18,mix:5,mixed_lay:5,mixed_layer_attr:5,mixedlayertyp:4,mkldnn:4,mkldnn_batch_norm:4,mmt16_task1_test:10,mode:[4,22,25],model:[0,4,5,10,17,18,19,25],modifi:[4,23],modul:[5,10,25],modulo:4,moment:18,momentum:[2,18],momentumoptim:20,mono:4,more:[3,4,5,9,10,18,22],mose:10,mosesdecod:10,most:[4,9,25],move:4,movi:10,movie_categori:10,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,moving_mean_nam:18,moving_variance_nam:18,much:[4,18],mul_op:18,mul_ratio:4,multi30k:10,multi:[4,19],multi_binary_label_cross_entropi:4,multidimension:18,multilingu:10,multimod:10,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25],multipli:[3,4,18],multiprocess:9,must:[1,3,4,5,9,11,18],mutual:18,myfil:9,name:[2,3,4,5,7,11,17,18,21,22,25],nativ:[4,18],natur:18,nchw:[4,18],ndarrai:[11,18,25],ndcg:4,ndcg_num:4,necessari:4,need:[3,4,5,9,17,18,19,23],neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neither:4,ner:3,nest:[4,9],net:[4,5,12,18],network:[2,3,4,9,18,19,24,25],neural:[4,5,9,18,25],neuron:18,never:9,new_dim:18,next:[4,10],ngram:10,nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,no_sequ:4,node:4,nois:[4,18],noisi:4,non:[4,18],none:[2,3,4,5,6,7,11,13,14,17,18,19,21,22,23,25],nontranspos:18,norm:[5,18],norm_by_tim:[4,18],normal:[4,5,10,18,21],normaliniti:16,normalizaiton:18,normliz:18,notat:4,note:[2,4,5,7,10,11,18,25],noth:[1,25],notic:4,now:9,np_arrai:9,num:[4,5],num_channel:[4,5],num_chunk_typ:[3,14,18],num_class:[4,5,18],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_head:19,num_neg_sampl:[4,18],num_or_sect:18,num_pass:25,num_per_batch:11,num_repeat:4,num_result:3,num_results_per_sampl:4,num_total_class:18,num_true_class:18,number:[3,4,5,9,10,11,14,18,19,22],numchunktyp:3,numer:4,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25],numtagtyp:3,obei:3,object:[2,4,5,9,18,25],observ:4,obtain:[4,18],occur:[10,25],odd:4,odoti:18,offici:4,offset:[4,18],often:4,older:18,omit:18,onc:4,one:[1,3,4,5,7,9,18,22,25],onli:[3,4,5,7,11,18,25],onlin:[4,6],onto:18,open:[4,11,18],opencv:11,oper:[4,5,9,11,18,22,23],operand:18,opposit:18,optim:[2,12,23,24,25],optimizer_mod:18,option:[3,4,10,18,22],order:[4,5,9,11,18,22,25],ordereddict:25,orderli:18,org:[3,4,5,10,18],organ:[3,4],origin:[4,5,9,10,17,18],other:[3,4,5,9,18,22],otherchunktyp:3,otherwis:[4,9,10,11,18,22,25],our:18,out:[4,18,25],out_fals:18,out_left:4,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:4,outlier:4,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,4,5,7,9,14,18,19,22,25],output_:4,output_dim_idx:18,output_dtyp:18,output_fil:22,output_height:18,output_id:4,output_lay:25,output_max_index:7,output_mem:4,output_mod:22,output_s:18,output_width:18,outputh:4,outputw:4,outsid:[4,5],over:[4,5,18,25],overfit:18,overflow:18,overlap:[3,4],overlap_threshold:[3,4],own:[4,18],packag:[9,10],pad:[5,18],pad_c:4,pad_h:4,pad_w:4,padding_attr:4,padding_down:18,padding_h:18,padding_i:4,padding_idx:18,padding_left:18,padding_right:18,padding_up:18,padding_w:18,padding_x:4,paddl:[1,2,3,4,5,6,7,9,10,11,13,14,15,16,17,18,19,20,21,22,23,25],paddlepaddl:[4,5,9,10,11,18,25],page:10,pair:[3,18,19,22,23],pairwis:4,paper:[4,10,18],parallel:18,parallel_nn:2,param:[2,4,5,9,17,18],param_attr:[4,5,12,18,19],param_initi:18,paramattr:[2,4,18],paramet:[3,4,5,6,7,9,10,11,17,18,19,22,23,24],parameter_learning_r:2,parameter_nam:25,parameterattribut:[2,4,5],parameters_and_grad:23,parametr:4,pars:[9,10],parser:9,part:[3,4,18,19],partial:[4,25],partial_sum:4,pass:[4,18,25],pass_gener:4,pass_id:25,patch:18,path:[3,9,10,11,17,25],pattern:10,pdf:[5,18],peephol:18,per:[3,4,10,11,18],perform:[4,5,18],perl:10,perm:18,permut:18,peroid:[4,11],persist:[17,18],person:3,phase:18,phrase:18,pick:18,piec:5,pil:11,pipe:9,piperead:9,pixel:[4,9,10],place:[13,15,18,22],plain:[3,4,9],pleas:[2,4,5,6,10,11,18],plu:4,point:18,polar:10,polici:18,polit:18,pool:[5,18,24],pool_attr:5,pool_bias_attr:5,pool_layer_attr:5,pool_pad:[5,18],pool_siz:[4,5,18,19],pool_size_i:4,pool_strid:[5,18,19],pool_typ:[4,5,18,19],pooled_height:4,pooled_width:4,pooling_lay:5,pooling_typ:4,poolingtyp:7,port:18,posit:[3,4,5,18],positive_label:3,pre:[4,5,10],pre_id:18,pre_mem:18,precis:[3,14,18],precision_evalu:3,predetermin:4,predic:[10,17],predict:[3,4,18,25],predict_lay:25,prediction1:25,prediction2:25,prefix:[3,5,18],prepend:18,preprocess:[10,11],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,18],previou:[4,5,18,22,25],previous:4,price:10,principl:18,print:[2,22,25],print_phas:18,print_tensor_lod:18,print_tensor_nam:18,print_tensor_shap:18,print_tensor_typ:18,printer:3,priorbox:4,prite:3,prob:[3,25],probabalist:18,probabilist:4,probabl:[3,4,18,25],problem:4,proce:9,proceed:[10,18],process:[2,4,5,9,18],process_num:9,produc:[4,5,9,18],product:[4,5,18,19],profil:12,program:[9,13,17,18,22],proj:4,proj_activ:18,proj_dim:18,proj_out:18,proj_siz:18,project:[4,5,18,19],promis:[4,5],propag:[4,6],propos:18,proto:7,protobuf:25,protocol:3,provid:[4,10,18],prune:[4,17],pserver:25,pserver_spec:25,pub:18,purpos:4,pyramid:4,pyramid_height:4,python:[10,18,25],queri:[3,4,19],query_id:3,quest:10,question:4,r_h_val:18,r_t:4,rais:[9,18,19,23],random:[2,4,9,18],random_crop:11,randomli:[11,18],rang:[4,9,18],rank:[4,18],rank_tabl:18,ranktabl:18,rate:[2,3,4,5,6,10,19],ratio:4,raw:[4,18],read:[9,11,18,25],reader:[0,10,25],reader_creator_random_imag:9,reader_creator_random_image_and_label:9,real:[4,18],rearrang:18,reason:5,recal:[3,14,18],receiv:18,recognit:4,recommend:[5,18],record:[9,22],recordio:[9,10],rectifi:4,recurr:18,recurrent_group:5,recurrent_lay:5,recurrentgroup:3,redirect:9,reduc:[4,18],ref:18,ref_batch_dim_idx:18,refer:[2,4,5,6,11,18,19,22],reformul:18,regard:18,region:4,regress:4,regular:[2,12,18,21],rel:[5,18],relu:4,remain:18,remaind:18,rememb:4,remot:2,remov:[9,18],reorder:18,reorderlodtensorbyrankt:18,reorgan:4,repeat:18,replac:18,repositori:4,reprenset:18,repres:[4,5,18],represent:[4,18],requir:[3,4],research:[10,18],reserv:18,reset:[4,18],reshape_s:4,resid:18,resiz:11,resize_s:11,resize_short:11,respect:[18,19],respons:4,rest:18,result:[1,3,4,17,18,22,25],result_fil:3,return_seq:5,revers:[4,5,10,18],review:10,rgb:[4,11],rho:6,right:4,rnn:[4,5,18],rnn_step:4,rnnlm:10,robust:4,roi:4,role:10,root:[6,7],rot:4,row:[3,4,9,18],row_id:4,rtype:9,rule:[3,18],run:18,runtim:22,sai:4,same:[3,4,5,18,19,23,25],samping_id:4,sampl:[3,9,10,18],sample_id:3,sample_num:3,sample_weight:18,satifi:3,save:[4,9,17,25],save_file_nam:17,save_parameter_to_tar:25,scalar:[4,18],scale:[1,19],scale_a:18,scale_b:18,scalingproject:4,scan:18,scatter:4,scheduler_factor:2,scheme:[3,6],scope:15,score:[3,4,14,18],script:10,search:[4,18],second:[4,18],see:[4,5,10,18],seed:18,seen:19,segment:[3,18],sel_fc:4,selcet:4,select:[4,18],selected_id:4,selected_indic:4,selectiv:4,selfnorm:4,semant:10,send_var:18,sensit:4,sentenc:[4,10],separ:[3,17,18,22],seper:18,seq0:18,seq1:18,seq2:18,seq3:18,seq:[4,10],seq_pool:4,seq_silc:4,seq_text_print:3,seq_typ:9,seqtext_evalu:3,seqtoseq:4,seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18],sequence_group:4,sequence_nest_group:4,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:4,sequenti:4,seri:5,serial:25,server:18,set:[2,3,4,5,9,10,11,18,19,21,22,23,25],set_default_parameter_nam:2,set_input:4,sever:[3,4],sgd:25,sgdoptim:20,shape:[3,4,9,18,19,25],share:[4,18],shared_bia:5,shared_bias:4,shef:10,shift:[4,18],shorten:4,shorter:11,should:[2,3,4,9,11,18,19,22,25],show:[3,6],shown:[4,18],shrink_rnn_memori:18,shuffl:9,side:[4,18,25],sigma:18,sigmoid:[4,19],sigmoidactiv:5,sigmoidcrossentropywithlogit:18,sima:10,similar:[4,18],similarli:[4,9],simpl:[1,3,4,5,9,10,18,25],simple_lstm:4,simple_rnn:4,simple_transform:11,simpli:[4,11],sinc:[4,5,18],singl:[3,5,9,17,18],sinlg:25,sit:18,sitten:18,sittin:18,size:[3,4,5,9,10,11,18,19,25],size_a:4,size_b:4,slice0:18,slice1:18,slice2:18,slice3:18,slice:[4,18],sliceproject:4,slide:[4,6,10],slope:[4,18],slopeinterceptlay:4,small:[4,10,18],smaller:18,smooth:4,smt:10,soft:18,soft_label:18,softmax:[4,5,18],softmax_param_attr:5,softmax_selfnorm_alpha:4,softrelu:18,some:[2,4,9,11,18,25],some_lay:18,somedata:25,sometim:4,sort:[4,10,18,22],sorted_kei:22,sourc:[4,10,18],space:[3,4],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,spars:[2,4,6,9,18],sparse_binary_vector:9,sparse_binary_vector_sequ:9,sparse_float_vector:9,sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_upd:2,sparse_value_slot:9,spatial:4,spatial_scal:4,specia:10,special:[4,10,18],specif:[10,18,19,25],specifi:[3,4,10,17,18,22],speech:4,speed:[4,5],split:[4,9,19],sport:18,sqrt_x:18,squar:[4,6,7],src_dict_siz:10,src_lang:10,srl:10,ssd:4,stabil:[4,18],stack:18,stackexchang:4,stand:18,standard:[2,9,18],stanford:10,start:[4,5,10,18,25],start_po:4,startup:18,startup_program:18,state:[4,5,18,22],state_act:[4,5],staticinput:4,statist:[4,18],statmt:10,statu:18,std:25,stdout:9,step1:18,step:[4,5,7,18],stochast:6,stop:4,stop_gradi:18,store:[3,4,10,18,25],str:[11,18,25],strategi:7,stream:9,streamid:22,street:4,stride:[4,5,18],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,10,11,18,22,25],style:4,sub:[3,4,9,18],sub_nest_seq:4,sub_sequ:4,subgradi:6,subscript:18,subsequ:4,subsequenceinput:4,subset:18,substitut:18,success:4,suggest:4,sum:[4,6,19],sum_x:18,sume:18,summar:18,summat:18,suppli:18,support:[2,3,4,6,7,9,11,18],suppos:[5,18,19],suppress:4,sure:18,surpass:4,symbol:4,t_max:18,t_min:18,tabl:[3,4,18],tableproject:4,tag:[3,10],tagtyp:3,take:[3,4,5,9,18,25],taken:4,tanh:[4,5],tanhactiv:5,tanhshrink:18,tar:[10,11,25],target:[4,10,18,25],target_dictionary_dim:4,target_language_embed:4,target_var:17,targetinlink:4,task1:10,task:[3,4,10,18],techniqu:18,technolog:18,tell:22,tempor:[4,18],tensor:19,term:[4,5,18],test100:10,test10:10,test:[4,9,10,11,18,25],testresult:25,text:[3,5,9,18],text_fil:9,tgz:10,than:[2,3,4,5,18],thehalf:18,thei:[4,18],them:[3,4,5,11,18],therein:[4,18],thi:[2,3,4,5,6,9,10,11,17,18,22,23,25],third:[4,18],third_parti:4,those:4,thought:18,threadblocks:22,three:[3,4,10,18,19],threshold:[2,3,4,18],thresholdedrelu:18,through:[4,19],thu:[4,18],time:[4,5,7,9,18,22,25],timelin:4,timeout_sec:9,timer:22,timestamp:4,timestep:4,titl:10,to_chw:11,to_no_sequ:4,to_sequ:4,to_tar:25,todo:[3,9,10],toend:4,togeth:[4,5,9,25],token:[3,4,10,18],toler:25,too:10,top:[3,18,25],top_k:[3,18],topk_indic:18,topk_out:18,topolopi:25,toronto:10,total:[18,22,25],tractabl:4,tradit:4,trail:9,train100:10,train10:10,train:[0,2,3,4,9,10,11,18],trainabl:[4,21],transform:[4,5,11,18],transform_param_attr:5,transformed_st:5,translat:[4,5,10],transpos:[4,11],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,treat:[4,18],tree:4,trg_dict_siz:10,trim:4,truth:[3,4,18],tune:2,tupl:[4,5,9,10,11,18,25],ture:4,turn:[4,18],tutori:22,two:[3,4,5,18,19],type:[3,4,5,7,9,10,11,18,19,23,25],typic:3,uci:10,ufldl:[4,18],unchang:18,under:18,underli:18,unidirect:4,uniform:[2,4,9,18],uniforminiti:16,unit:[4,5,18,19],unitest:18,unk:10,unknown:[4,10,18,23],unless:18,unlik:[4,18],unnorm:18,unscal:18,unseg:4,unus:18,updat:[2,4,6,18],update_equ:25,update_hook:2,upper:4,url:[9,10],usag:[3,4,5,11,18,25],use:[2,3,4,5,7,9,10,11,18,22,25],use_cudnn:[18,19],use_etcd:25,use_global_stat:4,use_mkldnn:4,use_peephol:18,used:[3,4,5,6,7,9,10,11,18,22,25],useful:[4,5],user:[2,4,5,9,10,11,18,22,25],user_info:10,userinfo:10,uses:[4,18],using:[2,4,5,9,10,14,18,25],usual:[4,18,25],valid:[4,10,11,18],valu:[2,3,4,7,9,10,11,18,19,22,25],value_evalu:3,value_rang:9,valueerror:[18,19],vardesc:18,variabl:[6,9,10,17,18,19],varianc:[4,18],variant:4,vartyp:18,vec1:4,vec2:4,vecter:18,vector:[4,5,9,10,18],verb:10,veri:[4,7],version:[4,5,10],vertic:4,vgg:5,view:4,vision:10,visit:25,visual:4,vl16:10,vutbr:10,w_f:18,wai:[3,5,18],wang:18,want:[4,22],warn:25,warp:[4,18],warpctc:4,websit:10,weight:[3,4,5,6,18,19,21,23],weight_act:5,well:18,were:[3,18],what:[2,4],when:[2,3,4,6,9,18,19,25],whenev:18,where:[4,5,6,18,19],wherea:18,whether:[3,4,11,18,25],which:[2,3,4,5,9,10,11,17,18,19,21,22,25],while_op:18,whole:[3,9],whose:[4,9,18],why:5,width:[3,4,9,11,18],wiil:18,wiki:4,wikipedia:[4,10],window:[4,7,10],wise:[4,11,18],within:[4,18],without:[3,4],wmt16_files_mmt:10,wmt_shrinked_data:10,word:[3,4,10],word_idx:10,word_vector_dim:4,words_freq_sort:10,work:[4,9,18],workshop:10,would:[22,25],wrap:18,wrapper:5,write:[9,18],written:[18,22],www:[10,18],x_first_step:18,x_last_step:18,x_num_col_dim:18,x_reshap:18,x_t:18,x_t_data:18,x_transpos:18,xarg:3,xavier:18,xavieriniti:[16,18],xmap_read:9,y_num_col_dim:18,y_predict:18,yann:10,year:10,yeild:25,yield:9,you:[2,4,5,9,10,18,19,22,25],your:[4,9,10,25],yuyang18:[9,10],zero:[2,4,5,6,9,10],zip:10},titles:["API","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","data_feeder","evaluator","executor","initializer","io","layers","nets","optimizer","param_attr","profiler","regularizer","Model Configuration","Training and Inference"],titleterms:{"while":18,Abs:1,abs:18,accuraci:[14,18],activ:[1,4],adadelta:6,adagrad:[6,20],adam:[6,20],adamax:[6,20],addto:4,aggreg:4,aggregatelevel:4,api:0,append_regularization_op:23,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,assign:18,attribut:2,auc:3,avg:7,basepool:7,batch_norm:[4,18],beam_search:[4,18],beam_search_decod:18,bidirectional_gru:5,bidirectional_lstm:5,bilinear_interp:4,block_expand:4,blockguard:18,blockguardserv:18,blockguardwithcomplet:18,brelu:[1,18],cast:18,ceil:18,check:4,chunk:3,chunk_ev:18,chunkevalu:14,cifar:10,classif:3,classification_error:3,classification_error_print:3,clip:[4,18],clip_by_norm:18,column_sum:3,concat:[4,18],conditionalblock:18,configur:24,conll05:10,connect:4,constant:16,context_project:4,control_flow:18,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,cos_sim:[4,18],cost:4,create_arrai:18,create_global_var:18,create_paramet:18,create_tensor:18,crf:4,crf_decod:[4,18],cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,ctc:4,ctc_error:3,ctc_greedy_decod:18,cuda_profil:22,cudnnavg:7,cudnnmax:7,data:[4,8,9,18],data_feed:13,datafeed:[9,13],dataset:[8,10],datatyp:9,decayedadagrad:[6,20],detect:3,detection_map:3,detection_output:4,devic:18,dot_prod:4,dot_product_attent:5,dotmul_oper:4,dotmul_project:4,dropout:[4,18],dynamic_gru:18,dynamic_lstm:18,dynamic_lstmp:18,dynamicrnn:18,edit_dist:18,elementwise_add:18,elementwise_div:18,elementwise_max:18,elementwise_min:18,elementwise_mul:18,elementwise_pow:18,elementwise_sub:18,elu:18,embed:[4,18],eos:4,evalu:[3,14],event:25,executor:15,exp:[1,18],expand:4,expandlevel:4,factorization_machin:4,fill_const:18,fill_constant_batch_size_lik:18,first_seq:4,floor:18,fluid:12,full_matrix_project:4,fulli:4,gated_unit:4,get_inference_program:17,get_output:4,get_plac:18,global_scop:15,glu:19,gradient_print:3,group:4,gru:5,gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,hard_shrink:18,hard_sigmoid:18,hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,ident:1,identity_project:4,ifels:18,im2sequ:18,imag:[4,5,11],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:5,img_pool:4,imikolov:10,increment:18,infer:25,initi:16,interfac:[8,9,11],interpol:4,kmax_sequence_scor:4,l1decai:23,l2_distanc:4,l2_normal:18,l2decai:23,lambda_cost:4,last_seq:4,layer:[4,18],layer_norm:18,leaky_relu:18,less_than:18,linear:1,linear_chain_crf:18,linear_comb:4,listenandserv:18,load_inference_model:17,load_param:17,load_persist:17,load_var:17,lod_rank_t:18,lod_tensor_to_arrai:18,log:[1,18],logsigmoid:18,lstm:5,lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,math:4,matmul:18,max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,memori:4,merge_lod_tensor:18,minibatch:9,mix:4,mnist:10,model:24,momentum:[6,20],movielen:10,mul:18,multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multiplex:[4,18],nce:[4,18],net:19,network:5,nlp:5,norm:4,normal:16,ones:18,ops:18,optim:[6,20],out_prod:4,pad:4,paralleldo:18,param_attr:21,paramattr:21,paramet:[2,25],pnpair:3,pool2d:18,pool:[4,7],pow:18,power:4,precision_recal:3,prelu:4,print:[3,18],profil:22,rank:3,rank_cost:4,reader:[8,9],reciproc:18,recurr:[4,5],recurrent_group:4,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,regular:23,relu6:18,relu:[1,18],reorder_lod_tensor_by_rank:18,repeat:4,reset_profil:22,reshap:[4,18],resiz:4,rmsprop:6,roi_pool:4,rotat:4,round:18,row_conv:[4,18],row_l2_norm:4,sampl:4,sampling_id:4,save_inference_model:17,save_param:17,save_persist:17,save_var:17,scale:[4,18],scale_shift:4,scaled_dot_product_attent:19,scaling_project:4,scope_guard:15,selective_fc:4,send:18,sentiment:10,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequence_conv:18,sequence_conv_pool:[5,19],sequence_expand:18,sequence_first_step:18,sequence_last_step:18,sequence_pool:18,sequence_reshap:18,sequence_softmax:18,sequencesoftmax:1,sgd:20,shrink_memori:18,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,slice_project:4,slope_intercept:4,small_vgg:5,smooth_l1_cost:4,soft_relu:18,softmax:1,softplu:18,softrelu:1,softshrink:18,softsign:[1,18],split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stanh:[1,18],staticrnn:18,staticrnnmemorylink:18,sub_nested_seq:4,sub_seq:4,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,swish:18,switch_scop:15,table_project:4,tanh:[1,18],tanh_shrink:18,tensor:[4,18],text_conv_pool:5,thresholded_relu:18,topk:18,train:25,trainer:25,tran:4,trans_full_matrix_project:4,transpos:18,uci_h:10,uniform:16,util:3,value_print:3,vgg_16_network:5,warp_ctc:4,warpctc:18,weightnormparamattr:21,whileguard:18,wmt14:10,wmt16:10,xavier:16,zero:18}})
