Fork自 PaddlePaddle / Paddle
Search.setIndex({docnames:["index_en","overview","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","overview.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:[12,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[12,1,1,""],center_crop:[12,1,1,""],left_right_flip:[12,1,1,""],load_and_transform:[12,1,1,""],load_image:[12,1,1,""],load_image_bytes:[12,1,1,""],random_crop:[12,1,1,""],resize_short:[12,1,1,""],simple_transform:[12,1,1,""],to_chw:[12,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"0473v3":6,"0ab":5,"1st":19,"211839e770f7b538e2d8":6,"2nd":19,"32x32":11,"6th":11,"7eamaa":11,"boolean":19,"break":10,"byte":[10,12],"case":[5,19],"class":[2,3,4,5,6,7,8,10,11,14,15,16,19,22,26],"default":[3,4,5,6,7,8,10,11,12,18,19,20,23,26],"final":[5,6,19],"float":[3,4,5,7,10,19,20],"function":[5,6,10,11,19,20,24],"import":[4,5],"int":[3,4,5,6,10,11,12,19,20],"long":[5,6,10,19],"new":[5,10,19],"public":[11,19],"return":[3,4,5,6,8,10,11,12,18,19,20,24,26],"short":[5,6],"static":26,"true":[3,4,5,6,7,8,10,11,12,18,19,20,22,26],"var":[18,19],"while":[3,5,10],AWS:10,Abs:19,And:[4,5,7,10,11,12,19,26],But:[5,6,10,19],EOS:5,For:[4,5,6,7,10,19,26],IDs:[11,19],Its:[4,5],NMS:5,NOT:19,One:[4,6,19,26],That:[5,10],The:[1,2,3,4,5,6,7,10,11,12,18,19,20,23,26],Their:5,Then:[5,6,19],There:[4,5,11,19,26],These:[4,12,19],Use:[4,10,19],Used:[6,22],Using:19,Will:[10,26],With:[5,6],__gradient_machines__:26,__param_conf__:26,__tmp_params__:26,_link:6,_proj:5,abbrevi:12,abc:5,abl:5,about:[6,12,19],abov:[4,5,19],abs:6,acceler:5,accept:[3,5,10,19],access:[5,6,19],accord:[4,5,12,19],accordingli:[4,5],accumul:15,accuraci:4,acl2016:11,across:[5,10],act:[5,6,19,20],actgat:19,activ:[6,19,20,25],activi:6,actnod:19,actual:[5,19],adagradoptim:21,adamaxoptim:21,adamoptim:21,adapt:[4,7,19,26],add:[5,6,10,19,23,24,26],added:[4,5,11,19,26],addit:[5,6],addtolay:5,affect:[5,19],after:[5,6,11,12,19],age:11,agg_level:5,alex:19,algorithm:[5,7,19],alia:[2,3,5,17,19,21,24],alias:19,align:[5,6,10],all:[3,4,5,18,19,20,26],alloc:3,almost:19,along:[5,12,19,20],alpha:19,alreadi:[19,23],also:[1,5,6,11,19,22],although:23,alwai:[5,6,19,26],among:19,amount:19,ani:[5,6,10,19,22],anoth:[5,10,19,26],anthor:19,anyth:10,apart:19,api:[11,26],append:[19,26],append_batch_s:19,append_gradient_machin:26,appli:[5,19,24],applic:23,approach:5,approxim:19,arbitrari:5,archiv:[11,19],arg:[4,6,16,23],arg_nam:5,argmax:19,argument:[5,10,12,19,23],around:5,arrai:[3,5,10,12,19,26],arrang:19,arrari:19,articl:[11,19],arxiv:[6,19],as_row_vector:5,assign:[4,5,20],assum:[4,5,19],att_seq:6,attach:6,attend:6,attended_sequ:6,attenion:6,attent:[5,6,20],attr1:5,attr2:5,attr:[3,5,6,19],attribut:[5,6,19,25],author:11,automat:[5,19],avail:[1,11],ave:23,averag:[4,5,8,15,19,23,26],avg_x:19,avgpool:5,avoid:19,axi:[5,19],axis:5,back:[5,19,26],background:[4,5],background_id:[4,5],backward:[2,5,6,19,24],baidu:19,base:[1,4,5,8,10,11,19],baseactiv:6,baseev:26,basenam:4,basepoolingtyp:[5,6],basestr:[3,4,5,6,8,26],basic:[5,26],batch:[5,6,10,12,15,19,20,26],batch_id:26,batch_images_from_tar:12,batch_norm_lay:6,batch_norm_typ:5,batch_ref:19,batch_siz:[10,19],batchnorm:19,batchsiz:5,bbox:4,bcd:5,bcebo:11,beam:[5,19],beam_gen:5,beam_search:26,beam_siz:[5,19],becaus:[4,5,11],becom:19,been:[5,6,19],befor:[5,6,19],begin:[4,5,19,23],begin_norm_axi:19,beginiter:26,beginpass:26,behavior:19,being:19,belong:[4,5],below:19,benefit:6,besid:[5,11,22],beta1:7,beta2:7,beta:19,better:[1,6],between:[4,5,12,19,26],bgr:12,bi_gru:6,bi_lstm:6,bia:[5,6,19],bias:[5,19],bias_attr:[5,6,19],bias_initi:19,bias_param_attr:6,bidirect:[5,6],bigger:19,bilinear:5,bilinear_interpol:5,binari:[4,5,10,19],bioinf:19,blank:[5,19],blob:11,block:[5,19],block_i:[5,19],block_x:[5,19],blockdesc:24,bn_bias_attr:6,bn_layer_attr:6,bn_param_attr:6,book:11,booktitl:11,bool:[3,4,5,6,7,8,10,11,12,18,19,26],boot:[5,19],boot_bia:5,boot_bias_active_typ:5,boot_with_const_id:5,bos_id:5,both:[2,3,5,6,12,19,23],bottom:26,bound:[5,19],boundri:4,box:5,branch:[5,19],broadcast:19,buf_siz:10,buffer:10,buffer_s:10,bufsiz:10,build:[5,11,18],build_dict:11,cacul:6,calcul:[4,5,6,19],call:[4,5,6,10,19,23,26],callabl:[3,5,10,11,18],callback:1,can:[3,4,5,6,10,11,12,18,19,20,22,23,26],candid:[5,19],candidate_activ:19,captur:5,care:6,caret:26,carri:19,cat:[10,12],categori:[5,11],categorig:11,cde:5,cdn:11,ceil:5,ceil_mod:5,cell:[5,6,19],cell_activ:19,cell_t_prev:19,cell_valu:19,center:12,center_crop:12,ceph:10,certain:19,chain:10,challeng:5,chang:[5,11],channel:[5,6,12,19],channel_shar:5,check:10,check_align:10,choic:19,choos:19,chosen:19,chunk:19,chunk_ev:15,chunk_schem:[4,15,19],chunktyp:4,chw:12,cite:11,clarifi:[4,19],classdim:19,classic:5,classif:[5,19],classifi:5,classification_error_evalu:4,classification_evalu:4,clear:[4,23],client:19,clip:[3,6],clipbynorm:19,clock:5,clone:5,cloud_read:10,cluster:[10,26],cmu:19,cnn:[5,19],code:[5,10],coeff:5,collect:[5,11,26],color:12,colour:11,column:[4,5,19],column_evalu:4,com:[5,6,11,19],combin:[4,5,6,10,26],comma:[19,23,26],command:[10,23],comment:19,common:12,compat:20,compil:5,complet:[5,6,11,19,26],complex:[6,19],complic:5,compos:[1,10,20],composenotalign:10,comput:[1,5,6,15,19,20,23],computation:5,concaten:[5,6,19],concept:[1,4],conckerneltrac:23,cond:19,condit:[5,19],conf:5,confid:5,confidence_threshold:5,config:[3,5,23],config_bas:[4,5,26],configur:[0,1,5,19,26],confus:12,conll:11,connect:[6,19],connectionist:[5,19],consequ:[5,6],consid:[4,5],consider:[5,6],consist:[4,5,11,12,19],constant:[5,19],constantiniti:[17,19],construct:[4,19],constructor:19,contain:[4,5,6,8,10,11,12,19,26],content:19,context:[5,6,11,19,20],context_attr:6,context_len:[5,6],context_proj_layer_nam:6,context_proj_param_attr:6,context_project:6,context_start:[5,6],continu:4,contrast:[5,19],control:[1,3],conv:[6,19],conv_act:6,conv_batchnorm_drop_r:6,conv_bias_attr:6,conv_filter_s:6,conv_layer_attr:6,conv_num_filt:6,conv_op:5,conv_pad:6,conv_param_attr:6,conv_strid:6,conv_with_batchnorm:6,convent:19,convert:[11,19],convlay:5,convlution2d:19,convolut:[5,6,10,19,20],convolution2d:19,convoper:5,convproject:5,convtranslay:5,convtransproject:5,copi:[19,26],core:[3,19],corespond:19,corpu:11,correct:[5,19],correctli:[4,10],correspend:19,correspond:[5,18,19,20],cos:5,cosin:[5,19],cost:[19,26],cost_id:5,could:[5,10,26],count:[4,19],counter:[15,23],cours:4,covari:5,cpu:[3,5,19,23],cpuplac:23,creat:[3,10,11,19,24,26],creator:[10,11],crop:12,crop_siz:12,crope:12,cross:[5,19],cross_entropi:5,cross_entropy_with_selfnorm:5,csv:23,ctc:[4,19],ctc_evalu:4,cuda:23,cudaplac:23,cudnn:[5,8,19],cudnn_batch_norm:5,cudnn_conv:5,cudnn_convt:5,cudnnavginclpadpool:5,cudnnavgpool:5,cumul:5,current:[5,19],custom_neg_class:19,cut:10,cut_lin:10,cutoff:11,cv2:12,cyclic:5,data:[0,1,4,11,12,18,26],data_feed:13,data_fil:12,data_layout:19,data_read:10,data_typ:[10,11],databas:11,datadim:5,datasci:5,dataset:[0,19],dataset_nam:12,datatyp:11,dcs:11,decai:[7,24],decar:10,decayedadagradoptim:21,declar:19,decod:[5,6,19],decoder_prev:6,decoder_st:6,deconv:5,deconvolut:5,decor:10,deep:[5,19],def:[5,10],defalut:[19,23],default_initi:19,default_main_program:18,defin:[1,5,6,10,26],degener:19,degre:5,delet:19,delimit:4,delta:5,delv:5,demo:[5,11],denot:19,dens:[5,10],dense_arrai:10,dense_vector:10,dense_vector_sequ:10,depend:19,deploi:5,deprec:5,deriv:2,descend:19,descent:5,describ:[1,18],descript:[4,11],deseri:26,design:[1,5,10,19],desir:10,destin:19,det_output:4,detail:[1,3,4,5,6,7,11,19],detect:19,detection_evalu:4,detection_output:4,determin:[5,10,19],deviat:3,devic:3,device_count:19,device_typ:19,devid:5,diagon:19,dic:12,dict:[4,11,26],dict_fil:4,dict_siz:[11,19],dictionari:[4,5,11,19,26],differ:[1,4,5,19,23,26],difficult:4,digit:5,dilat:[5,19],dilation_h:19,dilation_i:5,dilation_w:19,dim:[5,10,19,20,22],dimens:[2,5,6,8,10,19,20,22],dimension:[5,19],dimes:5,direct:[5,6,12,19],directli:6,directori:[5,18],dirnam:18,disabl:19,discard:10,discount:5,discret:5,dispens:19,displac:19,dissimilar:19,distanc:[4,5,19],distribut:[5,19],div:19,divid:[5,7,19],divis:19,divisor:19,doc:10,document:[5,6,19],doe:[6,19],doesn:[3,5,10],don:6,done:[4,5,6],dot:[5,6,20],dotmuloper:5,dotmulproject:5,doubl:19,download:11,drop:[5,6,19,20],drop_rat:3,drope:19,dropout:[3,6,20],dropout_prob:19,dropout_r:[5,19,20],dtype:19,dummi:26,duplic:19,dure:[5,6,18,19],dynam:19,dyogatam:19,each:[4,5,6,8,10,11,19,20,26],each_feature_vector:2,each_time_step_output:2,eas:10,easi:1,edg:12,edit:[4,19],editdist:19,edu:[11,19],effect:[5,19,26],effici:5,efg:5,either:[5,6,10,19,26],elem_dim:5,elememt:5,element:[4,5,6,10,12,19,26],elementwis:[19,20],elliott:11,embedding_nam:5,embedding_s:5,empir:[5,19],empti:[4,10,19],enabl:[3,5,19],enableonstart:23,enc_proj:6,enc_seq:6,encod:6,encoded_proj:6,encoded_sequ:6,encoder_last:5,encount:19,end:[4,5,11,19,23,26],end_id:19,end_po:5,endforwardbackward:26,enditer:26,endpass:26,endpoint:[10,19],english:[5,11],ensembl:6,entir:[5,6,11],entiti:4,entri:[10,19],entropi:[5,19],enumer:2,eos_id:5,epsilon:[5,7,19],equal:[5,6,19,20],equat:[4,5,6,7,19],error:[1,3,4,5,6,19],error_clipping_threshold:3,espeaci:19,especi:[5,6,18],essenti:5,estim:[5,19],etal:[11,19],etc:[4,10,19],etcd:[10,26],etcd_endpoint:10,euclidean:5,eval:4,evalu:[1,5,13,19,25,26],evaluate_difficult:4,event:[1,23],event_handl:26,everi:[4,5,6,10,19],exactli:[5,6],exampl:[4,5,6,10,11,12,19,20,26],example_read:10,exceed:5,except:[5,11,22,24],exclud:5,exclude_mod:5,exclude_param:26,excluded_chunk_typ:[4,15,19],exclus:19,exconv:5,exconvt:5,exdb:11,execut:[5,19,23],executor:[13,18],exist:19,expand:19,expand_a:5,expand_level:5,expandconvlay:5,expans:5,expect:5,explain:[4,19],explan:[5,19],explor:5,expon:5,exponenti:[2,19],expos:1,extend:4,extra:[3,5,6,22],extra_lay:26,extraattr:3,extraattribut:5,extraattributenon:5,extract:[4,5,19],extralayerattribut:[3,6],extralayeroutput:6,extrem:5,fact:19,factor:[3,5,7,19],factor_s:5,fals:[3,4,5,6,7,10,11,19],familiar:1,fan_in:19,fast:5,faster:[5,6,19],fault:26,fc_act:6,fc_attr:6,fc_bias_attr:6,fc_layer_nam:6,fc_mat:26,fc_out:19,fc_param_attr:6,featur:[2,5,10,11,19],feed:[1,6,18,26],feed_list:14,feed_target_nam:18,feeded_var_nam:18,feeder:10,fetch:11,fetch_target:18,fewer:[5,19],fg0:5,field1:26,field2:26,field:[5,11,22,26],file:[4,5,10,11,12,18,23,26],file_typ:10,filenam:12,fill:5,filter:[5,6,18,19],filter_s:[5,6,19,20],filter_size_h:19,filter_size_i:5,filter_size_w:19,filter_strid:19,find:[5,19],fine:3,finish:19,first:[5,19,23,26],first_n:19,firstli:[4,5],firstn:10,fit:[11,18],fix:[3,5,19],flag:[5,11,19,23],flatten:19,flexibl:[5,6,23],flip:12,float32:[10,19],float64:19,float_16:19,floor:5,flow:19,fluid:[0,14,15,16,17,18,19,20,21,22,23,24],follew:19,follow:[4,5,6,7,10,11,12,19,20,26],forc:19,force_cpu:19,forget:[7,19],forget_bia:19,fork:5,form:[5,6,19],format:[4,10,11,12,19,23,26],formul:19,formula:[5,6,7,19],formular:5,forward:[2,5,6,19],forward_proj:19,forwardbackward:26,four:[4,19],fourth:19,frac:19,frame:4,frank:11,free:11,frequenc:11,from:[4,5,6,10,11,12,15,18,19,23,26],from_no_sequ:5,from_sequ:5,from_tar:26,fuction:23,full:[5,19],full_matrix_project:6,fulli:19,fullmatrixproject:5,fully_matrix_project:6,func:10,funciton:[6,19],further:5,furthermor:19,futur:[5,19],future_context_s:19,gain:[5,19],gate:[5,6,19,20],gate_act:[5,6],gate_activ:19,gate_attr:5,gate_bias_attr:5,gate_param_attr:5,gate_recurr:5,gate_v:19,gather:[5,19],gauss:3,gen:5,gender:11,gener:[4,5,6,10,26],generated_word_embed:5,generatedinput:5,gereat:4,german:11,germani:11,get:[4,5,11,18,19,26],get_dict:11,get_embed:11,get_grad:26,get_lin:10,get_movie_title_dict:11,get_shap:26,get_var:19,get_word_dict:11,getlayeroutput:26,gist:6,github:[6,11,19],give:19,given:[5,10,19,20,26],global:[3,19,24],global_learning_r:3,global_pool:19,global_step:19,goe:6,googl:19,gpu:[3,5,8,23],gpustarttimestamp:23,gradient:[3,4,5,7,19,24,26],gradient_clip:22,gradient_clipping_threshold:3,gradient_evalu:4,gradient_machin:26,gradientmachin:26,grai:12,grandient:26,graph:[5,19,26],greater:[5,19],greedi:19,gridsize3d:23,ground:[4,5,19],group:[1,6,19],grouplen:11,gru:[5,19],gru_bias_attr:6,gru_layer_attr:6,gru_memori:6,gru_param_attr:6,gru_step_lay:6,grumemori:6,gserver:5,guid:23,gutmann10a:19,h_0:19,h_f:19,half:[5,19,20],handl:10,handler:26,happen:19,hardshrink:19,hardsigmoid:19,has:[1,4,5,6,11,19,20,23],has_kei:26,has_selected_colum:5,have:[5,6,10,19,20,23],hdf:10,head:20,height:[5,10,12,19],help:[1,5,19],helper:19,here:[3,4,5,6,10,19,20,22],heurist:5,hidden:[5,6,19],hidden_dim:19,hidden_s:6,hidden_t_prev:19,hidden_v:19,hidden_valu:19,hierarch:5,high:[1,3],highest:10,highli:11,histori:7,hook:3,hookattr:3,hookattribut:3,horizont:[5,12],hot:19,hous:11,how:[3,5,19],howev:[5,6,19],html:11,http:[5,6,11,19],huber:5,human:5,hwc:12,hyp:19,hyper:5,hyperparamet:5,hyperplan:10,hypothesi:19,iclrworkshop2016:19,ics:11,id_input:4,ident:[5,19],identifi:5,identityoffsetproject:5,identityproject:5,ids:[4,5,19],ignor:[5,18,19],ignored_token:19,illustr:[4,19],im2col:19,imag:[8,9,10,11,19],image_h:19,image_w:19,imagenet:5,imageri:5,img2label:12,img:[5,6],img_conv_lay:6,img_pool_lay:6,implement:[5,6,10,19,20,24],improv:5,in_fals:19,in_plac:19,in_tru:19,includ:[4,5,6,11,12,19],inclus:19,incorpor:5,incorrect:5,inde:10,independ:[5,19],index:[4,5,8,10,11,19,26],indexslot:5,indiact:19,indic:[4,5,11,19,22],infer:[0,1,12,18,19],info:[4,5,11],infom:5,inform:[5,11,19,26],inherit:23,init:[3,19,26],init_batch_dim_idx:19,init_from_tar:26,init_valu:19,initi:[3,5,6,11,13,19,22,26],initial_max:3,initial_mean:[3,5],initial_min:3,initial_std:[3,5],inlcud:6,inner:5,inner_param_attr:6,inproj_attr:5,inproj_bias_attr:5,inproj_param_attr:5,input1:[5,6],input2:5,input:[2,4,5,6,8,10,12,15,18,19,20,26],input_conf:5,input_dim_idx:19,input_dtyp:19,input_featur:2,input_id:5,input_imag:6,input_loc:5,input_proj_bias_attr:6,input_proj_layer_attr:6,input_seq:[5,19],inputtyp:10,insert:19,insid:[4,6],instal:[5,19],instanc:[5,19],instead:[5,6,8],int32:19,int64:19,integ:[4,5,10,19],integer_valu:10,integer_value_sequ:10,integr:[4,19],inter:[5,19],interact:5,intercept:5,interfac:[0,1,3,5,6,23,26],intergr:5,intermedi:19,intern:[1,5,6,26],interpret:[4,19],interv:19,introduc:[5,12],invok:[5,26],iob:4,ioe:4,ipt:5,is_bia:19,is_color:12,is_loc:26,is_revers:19,is_scalar_condit:19,is_seq:5,is_spars:19,is_stat:3,is_test:19,is_train:12,issu:19,issuecom:19,item:[5,10,19,26],iter:[5,6,7,10,26],its:[5,6,19,26],jku:19,jmlr:19,job:11,job_id:11,jointli:6,jpg:12,jth:6,judg:5,just:[2,4,5,6,11,19],keep:[5,10,12,19],keep_dim:19,keep_top_k:5,kei:[11,12,20,23,26],kept:5,kernel:[5,19,23],keyword:19,kitten:19,know:19,kriz:11,krizhevski:19,ksimonyan:6,kvp:23,kwarg:[6,7,10,15,19,22],kwd:[16,23],l1_rate:3,l1decayregular:24,l2_rate:3,l2_sim:5,l2decayregular:24,label:[4,5,10,11,12,15,19,26],label_dim:5,lambda:19,lambdacost:5,lambdarank:5,lang:11,languag:[5,11,20],larg:[8,11,19],larger:[3,4,5],largest:19,last:[4,5,6,19],last_time_step_output:5,latenc:5,latent:5,latest:5,layer1:[5,6],layer2:5,layer3:5,layer:[1,3,4,6,8,10,13,25,26],layer_attr:5,layer_typ:5,layerhelp:19,layeroutout:5,layeroutput:6,layout:12,lbl:4,leakyrelu:19,learn:[3,4,5,6,7,11,19,20],learnabl:[5,19,20,26],learning_r:[3,22],least:[4,19],lecun:11,left:[5,19],left_right_flip:12,len:[5,19],length:[5,6,10,11,12,19],less:[5,19],lesser:19,let:[4,5,19],level:[1,3,5,19],levenshtein:19,librari:[5,19],like:[4,5,10,11,19],limit:[5,10,19],line:[4,10,23],line_break:10,linear:[5,19,20],linearli:19,link:[5,6,19],linux:10,list:[4,5,6,10,12,19,23,24,26],listen_and_serv:19,load:[12,18],load_and_transform:12,load_file_nam:18,load_imag:12,load_image_byt:12,loc:4,local:[3,19,26],locat:[5,19,26],lod:19,lod_level:19,lod_rank_table_obj:19,lod_tensor:19,lod_tensor_aarri:19,lod_tensor_arrai:19,lodrankt:19,lodtensor:[19,20],lodtensorarrai:19,logarithm:[2,19],logist:19,logit:19,look:[4,19],lookahead:[5,19],lookup:19,loss:[5,19],low:5,lower:[5,19],lstm:[5,19],lstm_bias_attr:6,lstm_cell_attr:6,lstm_group:6,lstm_layer_attr:6,lstm_step:6,lstm_unit_op:19,lstmemori:6,lstmemory_group:5,lstmp:19,ltr:5,machin:[5,6,11,26],made:11,mai:[5,6,19,23],main:19,main_program:[18,19],maintain:5,make:[1,4,5,19],manag:26,mandarin:5,mani:[6,12],manner:5,map:[4,5,10,20,26],map_read:10,mapper:10,margin:19,mark:11,mask:[3,5,19],master:11,mat_param_attr:6,match:19,math:[6,19],matirx:5,matric:19,matrix:[4,5,6,10,19,20,26],max:[3,5,10,11,19,20,23],max_id:[5,26],max_job_id:11,max_length:5,max_movie_id:11,max_norm:19,max_seq_len:19,max_sort_s:5,max_user_id:11,max_x:19,maxframe_evalu:4,maxid:4,maxid_evalu:4,maxim:5,maximum:[4,5,11,19,23],maxinum:8,maxpool:5,mchw:19,md5:11,mean:[3,4,5,6,7,8,10,12,23,26],mean_op:19,mean_var_nam:5,measur:19,mechan:[5,6,20],mem:[5,19],member:[5,11],memor:5,memori:[6,19],memory_boot:6,memory_nam:5,mention:19,mere:6,merg:[5,19],messag:19,method:[1,5,7,26],might:5,million:11,min:[3,5,19,23],min_word_freq:11,mini:[5,10,15,19,26],minibatch:[5,19],minimum:[5,19,23],mismatch:19,mix:6,mixed_lay:6,mixed_layer_attr:6,mixedlayertyp:5,mkldnn:5,mkldnn_batch_norm:5,mmt16_task1_test:11,mode:[5,23,26],model:[0,1,5,6,11,18,19,20,26],modern:1,modifi:[5,24],modul:[6,11,26],modulo:5,moment:19,momentum:[3,19],momentumoptim:21,mono:5,more:[1,4,5,6,10,11,19,23],mose:11,mosesdecod:11,most:[5,10,26],move:5,movi:11,movie_categori:11,movie_info:11,movie_review:11,movieinfo:11,moving_average_fract:5,moving_mean_nam:19,moving_variance_nam:19,much:[5,19],mul_op:19,mul_ratio:5,multi30k:11,multi:[5,20],multi_binary_label_cross_entropi:5,multidimension:19,multilingu:11,multimod:11,multinomi:5,multip:20,multipl:[4,5,6,10,15,19,20,26],multipli:[4,5,19],multiprocess:10,must:[2,4,5,6,10,12,19],mutual:19,myfil:10,name:[3,4,5,6,8,12,18,19,22,23,26],nativ:[5,19],natur:19,nchw:[5,19],ndarrai:[12,19,26],ndcg:5,ndcg_num:5,necessari:5,need:[4,5,6,10,18,19,20,24],neg:[4,5,19],neg_distribut:5,neg_overlap:5,neg_pos_ratio:5,neglect:5,neither:5,ner:4,nest:[5,10],net:[5,6,13,19],network:[3,4,5,10,19,20,25,26],neural:[5,6,10,19,26],neuron:19,never:10,new_dim:19,next:[5,11],ngram:11,nine:11,nlp:5,nltk:11,nms_threshold:5,nms_top_k:5,no_sequ:5,node:5,nois:[5,19],noisi:5,non:[5,19],none:[3,4,5,6,7,8,12,14,15,18,19,20,22,23,24,26],nontranspos:19,norm:[6,19],norm_by_tim:[5,19],normal:[5,6,11,19,22],normaliniti:17,normalizaiton:19,normliz:19,notat:5,note:[3,5,6,8,11,12,19,26],noth:[2,26],notic:5,now:10,np_arrai:10,num:[5,6],num_channel:[5,6],num_chunk_typ:[4,15,19],num_class:[5,6,19],num_col_dim:19,num_filt:[5,6,19,20],num_flatten_dim:19,num_head:20,num_neg_sampl:[5,19],num_or_sect:19,num_pass:26,num_per_batch:12,num_repeat:5,num_result:4,num_results_per_sampl:5,num_total_class:19,num_true_class:19,number:[4,5,6,10,11,12,15,19,20,23],numchunktyp:4,numer:5,numofallsampl:4,numofwrongpredict:4,numpi:[3,10,12,19,26],numtagtyp:4,obei:4,object:[3,5,6,10,19,26],observ:5,obtain:[5,19],occur:[11,26],odd:5,odoti:19,offici:5,offset:[5,19],often:5,older:19,omit:19,onc:5,one:[2,4,5,6,8,10,19,23,26],onli:[4,5,6,8,12,19,26],onlin:[5,7],onto:19,open:[5,12,19],opencv:12,oper:[5,6,10,12,19,23,24],operand:19,opposit:19,optim:[1,3,13,24,25,26],optimizer_mod:19,option:[4,5,11,19,23],order:[5,6,10,12,19,23,26],ordereddict:26,orderli:19,org:[4,5,6,11,19],organ:[4,5],origin:[1,5,6,10,11,18,19],other:[4,5,6,10,19,23],otherchunktyp:4,otherwis:[5,10,11,12,19,23,26],our:19,out:[5,19,26],out_fals:19,out_left:5,out_memori:6,out_right:5,out_size_i:5,out_size_x:5,out_tru:19,outer:5,outlier:5,outout_lay:26,outout_layer1:26,outout_layer2:26,output:[2,3,4,5,6,8,10,15,19,20,23,26],output_:5,output_dim_idx:19,output_dtyp:19,output_fil:23,output_height:19,output_id:5,output_lay:26,output_max_index:8,output_mem:5,output_mod:23,output_s:19,output_width:19,outputh:5,outputw:5,outsid:[5,6],over:[5,6,19,26],overfit:19,overflow:19,overlap:[4,5],overlap_threshold:[4,5],overview:0,own:[5,19],packag:[10,11],pad:[6,19],pad_c:5,pad_h:5,pad_w:5,padding_attr:5,padding_down:19,padding_h:19,padding_i:5,padding_idx:19,padding_left:19,padding_right:19,padding_up:19,padding_w:19,padding_x:5,paddl:[1,2,3,4,5,6,7,8,10,11,12,14,15,16,17,18,19,20,21,22,23,24,26],paddlepaddl:[1,5,6,10,11,12,19,26],page:11,pair:[4,19,20,23,24],pairwis:5,paper:[5,11,19],parallel:19,parallel_nn:3,param:[3,5,6,10,18,19],param_attr:[5,6,13,19,20],param_initi:19,paramattr:[3,5,19],paramet:[1,4,5,6,7,8,10,11,12,18,19,20,23,24,25],parameter_learning_r:3,parameter_nam:26,parameterattribut:[3,5,6],parameters_and_grad:24,parametr:5,pars:[10,11],parser:10,part:[4,5,19,20],partial:[5,26],partial_sum:5,pass:[5,19,26],pass_gener:5,pass_id:26,patch:19,path:[4,10,11,12,18,26],pattern:11,pdf:[6,19],peephol:19,per:[4,5,11,12,19],perform:[5,6,19],perl:11,perm:19,permut:19,peroid:[5,12],persist:[18,19],person:4,phase:19,phrase:[1,19],pick:19,piec:6,pil:12,pipe:10,piperead:10,pixel:[5,10,11],place:[14,16,19,23],plain:[4,5,10],platform:1,pleas:[3,5,6,7,11,12,19],plu:5,point:19,polar:11,polici:19,polit:19,pool:[6,19,25],pool_attr:6,pool_bias_attr:6,pool_layer_attr:6,pool_pad:[6,19],pool_siz:[5,6,19,20],pool_size_i:5,pool_strid:[6,19,20],pool_typ:[5,6,19,20],pooled_height:5,pooled_width:5,pooling_lay:6,pooling_typ:5,poolingtyp:8,port:19,posit:[4,5,6,19],positive_label:4,pre:[5,6,11],pre_id:19,pre_mem:19,precis:[4,15,19],precision_evalu:4,predetermin:5,predic:[11,18],predict:[4,5,19,26],predict_lay:26,prediction1:26,prediction2:26,prefix:[4,6,19],prepend:19,preprocess:[11,12],prev_cel:19,prev_cell_data:19,prev_hidden:19,prev_hidden_data:19,prevent:[7,19],previou:[5,6,19,23,26],previous:5,price:11,principl:19,print:[3,23,26],print_phas:19,print_tensor_lod:19,print_tensor_nam:19,print_tensor_shap:19,print_tensor_typ:19,printer:4,priorbox:5,prite:4,prob:[4,26],probabalist:19,probabilist:5,probabl:[4,5,19,26],problem:5,proce:10,proceed:[11,19],process:[3,5,6,10,19],process_num:10,produc:[5,6,10,19],product:[5,6,19,20],profil:13,program:[10,14,18,19,23],proj:5,proj_activ:19,proj_dim:19,proj_out:19,proj_siz:19,project:[5,6,19,20],promis:[5,6],propag:[5,7],propos:[1,19],proto:8,protobuf:26,protocol:4,provid:[1,5,11,19],prune:[5,18],pserver:26,pserver_spec:26,pub:19,purpos:5,pyramid:5,pyramid_height:5,python:[11,19,26],queri:[4,5,20],query_id:4,quest:11,question:5,r_h_val:19,r_t:5,rais:[10,19,20,24],random:[3,5,10,19],random_crop:12,randomli:[12,19],rang:[5,10,19],rank:[5,19],rank_tabl:19,ranktabl:19,rate:[3,4,5,6,7,11,20],ratio:5,raw:[5,19],read:[10,12,19,26],reader:[0,1,11,26],reader_creator_random_imag:10,reader_creator_random_image_and_label:10,real:[5,19],rearrang:19,reason:6,recal:[4,15,19],receiv:19,recognit:5,recommend:[6,19],record:[10,23],recordio:[10,11],rectifi:5,recurr:19,recurrent_group:6,recurrent_lay:6,recurrentgroup:4,redirect:10,reduc:[5,19],ref:19,ref_batch_dim_idx:19,refer:[3,5,6,7,12,19,20,23],reformul:19,regard:19,region:5,regress:5,regular:[3,13,19,22],rel:[6,19],relu:5,remain:19,remaind:19,rememb:5,remot:3,remov:[10,19],reorder:19,reorderlodtensorbyrankt:19,reorgan:5,repeat:19,replac:19,repositori:5,reprenset:19,repres:[5,6,19],represent:[5,19],requir:[4,5],research:[11,19],reserv:19,reset:[5,19],reshape_s:5,resid:19,resiz:12,resize_s:12,resize_short:12,respect:[19,20],respons:5,rest:19,result:[2,4,5,18,19,23,26],result_fil:4,return_seq:6,revers:[5,6,11,19],review:11,rgb:[5,12],rho:7,right:5,rnn:[5,6,19],rnn_step:5,rnnlm:11,robust:5,roi:5,role:11,root:[7,8],rot:5,row:[4,5,10,19],row_id:5,rtype:10,rule:[4,19],run:[1,19],runtim:23,sai:5,same:[4,5,6,19,20,24,26],samping_id:5,sampl:[4,10,11,19],sample_id:4,sample_num:4,sample_weight:19,satifi:4,save:[5,10,18,26],save_file_nam:18,save_parameter_to_tar:26,scalar:[5,19],scale:[2,20],scale_a:19,scale_b:19,scalingproject:5,scan:19,scatter:5,scheduler_factor:3,scheme:[4,7],scope:16,score:[4,5,15,19],script:11,search:[5,19],second:[5,19],see:[5,6,11,19],seed:19,seen:20,segment:[4,19],sel_fc:5,selcet:5,select:[5,19],selected_id:5,selected_indic:5,selectiv:5,selfnorm:5,semant:11,send_var:19,sensit:5,sentenc:[5,11],separ:[4,18,19,23],seper:19,seq0:19,seq1:19,seq2:19,seq3:19,seq:[5,11],seq_pool:5,seq_silc:5,seq_text_print:4,seq_typ:10,seqtext_evalu:4,seqtoseq:5,seqtoseq_net:5,sequenc:[2,4,5,6,8,10,11,19],sequence_group:5,sequence_nest_group:5,sequencesoftmaxop:19,sequencestartposit:5,sequencetextprint:4,sequencetyp:5,sequenti:5,seri:6,serial:26,server:19,set:[3,4,5,6,10,11,12,19,20,22,23,24,26],set_default_parameter_nam:3,set_input:5,sever:[1,4,5],sgd:26,sgdoptim:21,shape:[4,5,10,19,20,26],share:[5,19],shared_bia:6,shared_bias:5,shef:11,shift:[5,19],shorten:5,shorter:12,should:[3,4,5,10,12,19,20,23,26],show:[4,7],shown:[5,19],shrink_rnn_memori:19,shuffl:10,side:[5,19,26],sigma:19,sigmoid:[5,20],sigmoidactiv:6,sigmoidcrossentropywithlogit:19,sima:11,similar:[5,19],similarli:[5,10],simpl:[2,4,5,6,10,11,19,26],simple_lstm:5,simple_rnn:5,simple_transform:12,simpli:[5,12],sinc:[5,6,19],singl:[4,6,10,18,19],sinlg:26,sit:19,sitten:19,sittin:19,size:[4,5,6,10,11,12,19,20,26],size_a:5,size_b:5,slice0:19,slice1:19,slice2:19,slice3:19,slice:[5,19],sliceproject:5,slide:[5,7,11],slope:[5,19],slopeinterceptlay:5,small:[5,11,19],smaller:19,smooth:5,smt:11,soft:19,soft_label:19,softmax:[5,6,19],softmax_param_attr:6,softmax_selfnorm_alpha:5,softrelu:19,some:[1,3,5,10,12,19,26],some_lay:19,somedata:26,sometim:5,sort:[5,11,19,23],sorted_kei:23,sourc:[5,11,19],space:[4,5],space_seperated_tokens_from_dictionary_according_to_seq:4,space_seperated_tokens_from_dictionary_according_to_sub_seq:4,spars:[3,5,7,10,19],sparse_binary_vector:10,sparse_binary_vector_sequ:10,sparse_float_vector:10,sparse_float_vector_sequ:10,sparse_non_value_slot:10,sparse_upd:3,sparse_value_slot:10,spatial:5,spatial_scal:5,specia:11,special:[5,11,19],specif:[11,19,20,26],specifi:[4,5,11,18,19,23],speech:5,speed:[5,6],split:[5,10,20],sport:19,sqrt_x:19,squar:[5,7,8],src_dict_siz:11,src_lang:11,srl:11,ssd:5,stabil:[5,19],stack:19,stackexchang:5,stand:19,standard:[3,10,19],stanford:11,start:[5,6,11,19,26],start_po:5,startup:19,startup_program:19,state:[5,6,19,23],state_act:[5,6],staticinput:5,statist:[5,19],statmt:11,statu:19,std:26,stdout:10,step1:19,step:[5,6,8,19],stochast:7,stop:5,stop_gradi:19,store:[4,5,11,19,26],str:[12,19,26],strategi:8,stream:10,streamid:23,street:5,stride:[5,6,19],stride_h:19,stride_i:5,stride_w:19,stride_x:5,string:[4,5,10,11,12,19,23,26],style:5,sub:[4,5,10,19],sub_nest_seq:5,sub_sequ:5,subgradi:7,subscript:19,subsequ:5,subsequenceinput:5,subset:19,substitut:19,success:5,suggest:5,sum:[5,7,20],sum_x:19,sume:19,summar:19,summat:19,suppli:19,support:[3,4,5,7,8,10,12,19],suppos:[6,19,20],suppress:5,sure:19,surpass:5,symbol:5,t_max:19,t_min:19,tabl:[4,5,19],tableproject:5,tag:[4,11],tagtyp:4,take:[4,5,6,10,19,26],taken:5,tanh:[5,6],tanhactiv:6,tanhshrink:19,tar:[11,12,26],target:[5,11,19,26],target_dictionary_dim:5,target_language_embed:5,target_var:18,targetinlink:5,task1:11,task:[4,5,11,19],techniqu:19,technolog:19,tell:23,tempor:[5,19],tensor:20,term:[5,6,19],test100:11,test10:11,test:[1,5,10,11,12,19,26],testresult:26,text:[4,6,10,19],text_fil:10,tgz:11,than:[3,4,5,6,19],thehalf:19,thei:[5,19],them:[4,5,6,12,19],therein:[5,19],thi:[3,4,5,6,7,10,11,12,18,19,23,24,26],third:[5,19],third_parti:5,those:5,thought:19,threadblocks:23,three:[4,5,11,19,20],threshold:[3,4,5,19],thresholdedrelu:19,through:[5,20],thu:[5,19],time:[5,6,8,10,19,23,26],timelin:5,timeout_sec:10,timer:23,timestamp:5,timestep:5,titl:11,to_chw:12,to_no_sequ:5,to_sequ:5,to_tar:26,todo:[4,10,11],toend:5,togeth:[5,6,10,26],token:[4,5,11,19],toler:26,too:11,top:[4,19,26],top_k:[4,19],topk_indic:19,topk_out:19,topolopi:26,toronto:11,total:[19,23,26],tractabl:5,tradit:5,trail:10,train100:11,train10:11,train:[0,1,3,4,5,10,11,12,19],trainabl:[5,22],transform:[5,6,12,19],transform_param_attr:6,transformed_st:6,translat:[5,6,11],transpos:[5,12],transpose_i:19,transpose_x:19,transposedfullmatrixproject:5,treat:[5,19],tree:5,trg_dict_siz:11,trim:5,truth:[4,5,19],tune:3,tupl:[5,6,10,11,12,19,26],ture:5,turn:[5,19],tutori:23,two:[4,5,6,19,20],type:[4,5,6,8,10,11,12,19,20,24,26],typic:4,uci:11,ufldl:[5,19],unchang:19,under:19,underli:19,unidirect:5,uniform:[3,5,10,19],uniforminiti:17,unit:[5,6,19,20],unitest:19,unk:11,unknown:[5,11,19,24],unless:19,unlik:[5,19],unnorm:19,unscal:19,unseg:5,unus:19,updat:[1,3,5,7,19],update_equ:26,update_hook:3,upper:5,url:[10,11],usag:[4,5,6,12,19,26],use:[1,3,4,5,6,8,10,11,12,19,23,26],use_cudnn:[19,20],use_etcd:26,use_global_stat:5,use_mkldnn:5,use_nccl:19,use_peephol:19,used:[4,5,6,7,8,10,11,12,19,23,26],useful:[5,6],user:[1,3,5,6,10,11,12,19,23,26],user_info:11,userinfo:11,uses:[5,19],using:[3,5,6,10,11,15,19,26],usual:[5,19,26],valid:[5,11,12,19],valu:[3,4,5,8,10,11,12,19,20,23,26],value_evalu:4,value_rang:10,valueerror:[19,20],vardesc:19,variabl:[7,10,11,18,19,20],varianc:[5,19],variant:5,vartyp:19,vec1:5,vec2:5,vecter:19,vector:[5,6,10,11,19],verb:11,veri:[5,8],version:[5,6,11],vertic:5,vgg:6,view:5,vision:11,visit:26,visual:5,vl16:11,vutbr:11,w_f:19,wai:[4,6,19],wang:19,want:[5,23],warn:26,warp:[5,19],warpctc:5,websit:11,weight:[4,5,6,7,19,20,22,24],weight_act:6,well:19,were:[4,19],what:[3,5],when:[3,4,5,7,10,19,20,26],whenev:19,where:[5,6,7,19,20],wherea:19,whether:[4,5,12,19,26],which:[3,4,5,6,10,11,12,18,19,20,22,23,26],while_op:19,whole:[4,10],whose:[5,10,19],why:6,width:[4,5,10,12,19],wiil:19,wiki:5,wikipedia:[5,11],window:[5,8,11],wise:[5,12,19],within:[5,19],without:[4,5],wmt16_files_mmt:11,wmt_shrinked_data:11,word:[4,5,11],word_idx:11,word_vector_dim:5,words_freq_sort:11,work:[5,10,19],workshop:11,would:[23,26],wrap:19,wrapper:6,write:[1,10,19],written:[19,23],www:[11,19],x_first_step:19,x_last_step:19,x_num_col_dim:19,x_reshap:19,x_t:19,x_t_data:19,x_transpos:19,xarg:4,xavier:19,xavieriniti:[17,19],xmap_read:10,y_num_col_dim:19,y_predict:19,yann:11,year:11,yeild:26,yield:10,you:[3,5,6,10,11,19,20,23,26],your:[5,10,11,26],yuyang18:[10,11],zero:[3,5,6,7,10,11],zip:11},titles:["API","V2 API Overview","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":19,Abs:2,abs:19,accuraci:[15,19],activ:[2,5],adadelta:7,adagrad:[7,21],adam:[7,21],adamax:[7,21],addto:5,aggreg:5,aggregatelevel:5,api:[0,1],append_regularization_op:24,array_length:19,array_read:19,array_to_lod_tensor:19,array_writ:19,assign:19,attribut:3,auc:4,avg:8,basepool:8,batch_norm:[5,19],beam_search:[5,19],beam_search_decod:19,bidirectional_gru:6,bidirectional_lstm:6,bilinear_interp:5,block_expand:5,blockguard:19,blockguardserv:19,blockguardwithcomplet:19,brelu:[2,19],cast:19,ceil:19,check:5,chunk:4,chunk_ev:19,chunkevalu:15,cifar:11,classif:4,classification_error:4,classification_error_print:4,clip:[5,19],clip_by_norm:19,column_sum:4,concat:[5,19],conditionalblock:19,configur:25,conll05:11,connect:5,constant:17,context_project:5,control_flow:19,conv2d:19,conv2d_transpos:19,conv:5,conv_oper:5,conv_project:5,conv_shift:5,cos_sim:[5,19],cost:5,create_arrai:19,create_global_var:19,create_paramet:19,create_tensor:19,crf:5,crf_decod:[5,19],cross_channel_norm:5,cross_entropi:19,cross_entropy_cost:5,cross_entropy_with_selfnorm_cost:5,ctc:5,ctc_error:4,ctc_greedy_decod:19,cuda_profil:23,cudnnavg:8,cudnnmax:8,data:[5,9,10,19],data_feed:14,datafeed:[10,14],dataset:[9,11],datatyp:10,decayedadagrad:[7,21],detect:4,detection_map:4,detection_output:5,devic:19,dot_prod:5,dot_product_attent:6,dotmul_oper:5,dotmul_project:5,dropout:[5,19],dynamic_gru:19,dynamic_lstm:19,dynamic_lstmp:19,dynamicrnn:19,edit_dist:19,elementwise_add:19,elementwise_div:19,elementwise_max:19,elementwise_min:19,elementwise_mul:19,elementwise_pow:19,elementwise_sub:19,elu:19,embed:[5,19],eos:5,evalu:[4,15],event:26,executor:16,exp:[2,19],expand:5,expandlevel:5,factorization_machin:5,fill_const:19,fill_constant_batch_size_lik:19,first_seq:5,floor:19,fluid:13,full_matrix_project:5,fulli:5,gated_unit:5,get_inference_program:18,get_output:5,get_plac:19,global_scop:16,glu:20,gradient_print:4,group:5,gru:6,gru_group:6,gru_step:5,gru_unit:[6,19],grumemori:5,hard_shrink:19,hard_sigmoid:19,hsigmoid:5,huber_classification_cost:5,huber_regression_cost:5,ident:2,identity_project:5,ifels:19,im2sequ:19,imag:[5,6,12],imdb:11,img_cmrnorm:5,img_conv:5,img_conv_bn_pool:6,img_conv_group:6,img_pool:5,imikolov:11,increment:19,infer:26,initi:17,interfac:[9,10,12],interpol:5,kmax_sequence_scor:5,l1decai:24,l2_distanc:5,l2_normal:19,l2decai:24,lambda_cost:5,last_seq:5,layer:[5,19],layer_norm:19,leaky_relu:19,less_than:19,linear:2,linear_chain_crf:19,linear_comb:5,listenandserv:19,load_inference_model:18,load_param:18,load_persist:18,load_var:18,lod_rank_t:19,lod_tensor_to_arrai:19,log:[2,19],logsigmoid:19,lstm:6,lstm_step:5,lstm_unit:19,lstmemori:5,lstmemory_group:6,lstmemory_unit:6,math:5,matmul:19,max:8,max_sequence_len:19,maxframe_print:4,maxid:5,maxid_print:4,maxout:5,mean:19,memori:5,merge_lod_tensor:19,minibatch:10,mix:5,mnist:11,model:25,momentum:[7,21],movielen:11,mul:19,multi_binary_label_cross_entropy_cost:5,multibox_loss:5,multiplex:[5,19],nce:[5,19],net:20,network:6,nlp:6,norm:5,normal:17,ones:19,ops:19,optim:[7,21],out_prod:5,overview:1,pad:5,paralleldo:19,param_attr:22,paramattr:22,paramet:[3,26],pnpair:4,pool2d:19,pool:[5,8],pow:19,power:5,precision_recal:4,prelu:5,print:[4,19],profil:23,rank:4,rank_cost:5,reader:[9,10],reciproc:19,recurr:[5,6],recurrent_group:5,reduce_max:19,reduce_mean:19,reduce_min:19,reduce_sum:19,regular:24,relu6:19,relu:[2,19],reorder_lod_tensor_by_rank:19,repeat:5,reset_profil:23,reshap:[5,19],resiz:5,rmsprop:7,roi_pool:5,rotat:5,round:19,row_conv:[5,19],row_l2_norm:5,sampl:5,sampling_id:5,save_inference_model:18,save_param:18,save_persist:18,save_var:18,scale:[5,19],scale_shift:5,scaled_dot_product_attent:20,scaling_project:5,scope_guard:16,selective_fc:5,send:19,sentiment:11,seq_concat:5,seq_reshap:5,seq_slic:5,seqtext_print:4,sequence_conv:19,sequence_conv_pool:[6,20],sequence_expand:19,sequence_first_step:19,sequence_last_step:19,sequence_pool:19,sequence_reshap:19,sequence_softmax:19,sequencesoftmax:2,sgd:21,shrink_memori:19,sigmoid:[2,19],sigmoid_cross_entropy_with_logit:19,simple_attent:6,simple_gru2:6,simple_gru:6,simple_img_conv_pool:[6,20],simple_lstm:6,slice_project:5,slope_intercept:5,small_vgg:6,smooth_l1_cost:5,soft_relu:19,softmax:2,softplu:19,softrelu:2,softshrink:19,softsign:[2,19],split:19,split_lod_tensor:19,spp:5,sqrt:19,squar:[2,19],square_error_cost:[5,19],squarerootn:8,stanh:[2,19],staticrnn:19,staticrnnmemorylink:19,sub_nested_seq:5,sub_seq:5,sum:[4,8,19],sum_cost:5,sum_to_one_norm:5,swish:19,switch_scop:16,table_project:5,tanh:[2,19],tanh_shrink:19,tensor:[5,19],text_conv_pool:6,thresholded_relu:19,topk:19,train:26,trainer:26,tran:5,trans_full_matrix_project:5,transpos:19,uci_h:11,uniform:17,util:4,value_print:4,vgg_16_network:6,warp_ctc:5,warpctc:19,weightnormparamattr:22,whileguard:19,wmt14:11,wmt16:11,xavier:17,zero:19}})
