Output: [a1, b1, a2, b2, ..., an, bn]
+Output: [a1, ..., am, b1, ..., bn]
+Note that the above computation is for one sample. Multiple samples are +processed in one batch.
The example usage is:
concat = seq_concat(a=layer1, b=layer2)
paddle.v2.layer.repeatA layer for repeating the input for num_repeats times. This is equivalent -to apply concat() with num_repeats same input.
-A layer for repeating the input for num_repeats times.
+If as_row_vector: +.. math:
+y = [x_1,\cdots, x_n, \cdots, x_1, \cdots, x_n]
+If not as_row_vector: +.. math:
+y = [x_1,\cdots, x_1, \cdots, x_n, \cdots, x_n]
+The example usage is:
expand = repeat(input=layer, num_repeats=4)
Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":48,"class":[29,41],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,54],"new":41,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:49,Abs:6,DNS:49,EFS:49,For:50,KMS:49,The:[22,29],Use:[48,50],Using:[22,34,40],With:[24,34],about:0,access:49,account:49,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:49,address:49,addto:9,adversari:55,aggreg:9,aggregatelevel:9,algorithm:[18,59],analysi:63,api:[1,4,28,34],appendix:59,applic:4,approach:43,architectur:[39,59],argument:[26,30,45,48,59],asset:49,associ:49,async:46,attent:39,attribut:7,auc:8,avg:12,aws:49,background:32,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:63,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:64,block_expand:9,book:34,branch:40,brelu:6,bucket:49,build:[33,35,40,50],built:43,cach:3,capi:28,capi_priv:28,cento:33,check:[9,41,44],checkpoint:[18,19],chines:54,choos:49,chunk:8,cifar:13,classif:[8,56],classification_error:8,classification_error_print:8,client:22,clone:40,cloudform:49,cluster:[23,44,48,49],cmake:17,code:[24,40],column_sum:8,command:[47,48,59,64],commit:[40,50],common:46,commun:46,compos:30,concat:9,concept:49,config:[4,48,61,62],configur:[14,39,42,44,49,59,61],conll05:13,connect:9,contain:[34,50],content:[28,43,49],context_project:9,contribut:40,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[56,59],core:49,cos_sim:9,cost:9,cpu:[34,48],creat:[30,40,49,50],creation:21,creator:30,credenti:49,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:60,data:[9,13,18,30,32,49,50,54,55,56,59,61,62,63,64],datafeed:13,dataprovid:[3,4,46],dataset:[13,18,21,60,61,64],datatyp:13,date:40,debian:36,decayedadagrad:11,decor:30,defin:[49,59,63,64],delet:[40,49],delv:56,demo:49,depend:33,deploi:24,deriv:41,descript:[26,46,55,60,62],design:[16,18,21,22,23,29,30],destroi:49,detail:[46,56],develop:[34,40,42],devic:48,dictionari:[30,54],differ:48,directori:49,dispatch:[18,21],distribut:[16,18,24,44,46,49],doc:[16,18,21,22,23,29,30],docker:[24,34,50],document:[34,53],dotmul_oper:9,dotmul_project:9,down:49,download:[33,49,50,54,57,61,64],dropout:9,dylib:28,dynam:18,ec2:49,elast:49,embed:[9,54,59],entri:30,environ:24,eos:9,equat:41,evalu:[8,32,61],evalutaion:64,event:[15,16],exampl:[16,17,28,54,55],exercis:56,exp:6,expand:9,expandlevel:9,extern:49,extract:[54,57,61,64],fault:18,featur:[57,60,61,62],field:61,file:[49,50,59,60,61],find:49,first_seq:9,fork:40,format:[18,59],from:[16,33,35],full_matrix_project:9,fulli:9,gan:55,gate:39,gener:[39,55,64],get:[37,50],get_output:9,github:40,gpu:[34,43,46,48],gradient:[22,41],gradient_print:8,group:[9,49],gru:[10,46],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:36,hand:43,handler:[16,27],hook:40,how:[30,42,43],hsigmoid:9,huber_cost:9,iam:49,ident:6,identity_project:9,imag:[9,10,24,34,50,56],imagenet:57,imdb:[13,63],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,41,55],infer:[15,59],info:57,ingredi:16,ingress:25,init_hook:3,initi:[22,48,49],input_typ:3,inspect:49,instal:[33,35,36,49,59],instanc:49,integr:49,interfac:[13,18,22,23,30,57],interpol:9,introduct:[2,54,57,63,64],isn:30,issu:40,job:[18,24,44,49,50],join:9,keep:40,kei:49,kill:44,kube:49,kubectl:49,kubernet:[24,49,50],label:62,lambda_cost:9,last_seq:9,launch:44,layer:[9,16,41,48],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[47,59],linear:[6,32],linear_comb:9,list:[19,30],local:[40,48,49],log:[6,59],logic:21,logist:59,lstm:[10,46,62,63],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,matrix:46,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:61,mini:30,minibatch:13,misc:9,mix:[9,48],mnist:[13,55],model:[3,4,14,16,22,32,34,38,39,44,48,54,55,56,57,58,59,64],modifi:50,momentum:11,movi:[60,61],movielen:[13,60,61],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:49,nce:9,need:[30,43],network:[10,39,48,55,56,57,59,61,62],neural:[39,56,59,61,62],neuralnetwork:32,nlp:[10,46],non:3,norm:9,nvprof:43,nvvp:43,object:[18,61],observ:[54,57],onli:[30,34],optim:[11,18,22,42,59],option:[26,33,54],order:26,origin:40,outlin:45,output:[44,49],overview:59,packag:36,pad:9,paddl:[30,31,50],paddlejob:24,paddlepaddl:[16,34,35,49,53,54,64],pair:49,parallel_nn:48,paramet:[7,9,15,16,18,22,23,24,29,46,47,49,54,57],paraphras:54,partit:22,pass:48,path:26,perform:[43,46],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:49,pool:[9,12],power:9,pre:40,precision_recal:8,predict:[5,56,57,61,62,63],prefetch:30,prelu:9,prepar:[32,44,49,54,55,56,61,63,64],preprocess:[54,56,59,61,64],prerequisit:44,pretrain:[54,64],print:8,privat:49,problem:32,process:[18,22,24],profil:43,project:17,provid:[3,30,59,61,62],pull:40,push:40,pydataprovider2:3,python:[5,24,30,34,41,57,59,61],queue:[18,21],quick:59,randomnumb:46,rank:8,rank_cost:9,rat:61,rate:60,reader:[13,16,30],recoveri:18,recurr:[9,10,39,59],recurrent_group:9,refer:[3,43,62,63],region:49,regress:[32,59,61],regular:22,relu:6,remot:23,render:49,repeat:9,request:40,requir:[17,33,40],reshap:9,resnet:57,result:[44,50,64],retri:21,revis:54,rmsprop:11,rnn:[38,39,46],role:62,rotat:9,route53:49,row_conv:9,run:[44,50,62],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:50,secur:49,select:22,selective_fc:9,semant:62,sentiment:[13,63],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:39,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,46,49],servic:49,set:47,setup:[33,49],sgd:46,share:16,shuffl:30,sigmoid:6,simpl:[32,39],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[33,35],span:33,spars:[22,23,48],specifi:[48,54],split:61,spp:9,squar:6,squarerootn:12,stack:63,standard:59,stanh:6,start:[16,37,40,49,50,59],startup:50,store:18,structur:55,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:59,synopsi:26,system:49,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:49,templat:49,tensor:9,test:[40,41,46,48,61,62,63],text:64,text_conv_pool:10,timer:43,tip:43,todo:[19,20],toi:55,toler:18,tool:43,train:[15,16,18,23,24,30,32,34,44,46,48,49,50,54,55,56,59,61,62,63,64],trainer:[15,18,22,24,49,61],tran:9,trans_full_matrix_project:9,transfer:59,tune:[43,46],tutori:[54,56,58,62,63,64],ubuntu:33,uci_h:13,unit:[41,46],updat:[16,23,49],usag:[30,34,42],use:30,user:[18,54,60,61,63,64],util:8,value_print:8,vector:46,verifi:49,vgg_16_network:10,visual:57,volum:49,vpc:49,warp_ctc:9,what:43,why:[30,43],wmt14:13,word:[54,59],work:34,workflow:64,workspac:44,wrapper:41,write:[41,59],yaml:50,zoo:[57,58]}})
\ No newline at end of file
+Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":59,"00186201e":5,"00m":43,"01852v1":9,"03m":43,"0424m":43,"0473v3":10,"055ee37d":49,"05d":56,"0630u":43,"06u":43,"0810u":43,"08823112e":5,"0957m":43,"0ab":9,"0rc1":31,"0rc2":31,"0th":64,"10007_10":63,"10014_7":63,"100gb":43,"100gi":49,"10g":24,"10m":43,"1150u":43,"11\u5b9e\u73b0\u4e86c":28,"11e6":50,"12194102e":5,"124n":43,"13m":50,"1490u":43,"15501715e":5,"1550u":43,"15mb":59,"1636k":64,"16mb":59,"16u":43,"173m":57,"173n":43,"1770u":43,"18ad":49,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":50,"197u":43,"1gb":43,"1st":[54,57,63,64],"202mb":64,"210u":43,"211839e770f7b538e2d8":10,"215n":43,"228u":43,"234m":57,"2520u":43,"252kb":59,"25639710e":5,"25k":59,"2680u":43,"27787406e":5,"279n":43,"27m":43,"285m":43,"2863m":43,"28m":43,"28x28":3,"2977m":43,"2cbf7385":49,"2nd":[9,63,64],"302n":43,"30u":43,"32777140e":5,"328n":43,"32u":43,"32x32":[13,56],"331n":43,"3320u":43,"36540484e":5,"365e":49,"36u":43,"3710m":43,"3768m":43,"387u":43,"38u":43,"3920u":43,"39u":43,"3rd":[61,63,64],"4035m":43,"4090u":43,"4096mb":46,"4279m":43,"43630644e":5,"43u":43,"448a5b355b84":50,"4560u":43,"4563m":43,"45u":43,"4650u":43,"4726m":43,"473m":50,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":46,"50bd":49,"50gi":49,"51111044e":5,"514u":43,"525n":43,"526u":43,"53018653e":5,"536u":43,"5460u":43,"5470u":43,"54u":43,"55g":64,"5690m":43,"573u":43,"578n":43,"5798m":43,"586u":43,"58s":50,"5969m":43,"6080u":43,"6082v4":9,"6140u":43,"6305m":43,"639u":43,"655u":43,"6780u":43,"6810u":43,"682u":43,"6970u":43,"6ce9":49,"6node":44,"6th":64,"704u":43,"70634608e":5,"7090u":43,"72296313e":5,"72u":43,"73u":43,"75u":43,"760u":43,"767u":43,"783n":43,"784u":43,"78m":43,"7eamaa":13,"7kb":50,"8250u":43,"8300u":43,"830n":43,"849m":43,"85625684e":5,"861u":43,"864k":64,"8661m":43,"892m":43,"901n":43,"90u":43,"918u":43,"9247m":43,"924n":43,"9261m":43,"93137714e":5,"9330m":43,"94u":43,"9530m":43,"96644767e":5,"983m":43,"988u":43,"997u":43,"99982715e":5,"99m":57,"99u":43,"9f18":50,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e2a\u6027\u5316\u63a8\u8350":31,"\u4e2d":[27,28],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e66\u5199":27,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ece":31,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f7f\u7528":[28,31],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528regress":31,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f8b\u5982":[20,27,28,31],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982c":27,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5176\u4e2d":[27,31],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":28,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u8bf7\u53c2\u8003":28,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":31,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a8\u6001\u5e93":27,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":28,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7fc":28,"\u5373\u4f8b\u5982":28,"\u5373\u4fbfpaddl":28,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u66b4\u9732":28,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u53c2\u6570":27,"\u53c2\u8003":[25,27],"\u53cc\u5411\u9a8c\u8bc1":25,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":31,"\u540c\u65f6\u63d0\u8d77":31,"\u540d\u5b57\u4fee\u9970":27,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,27,28,31],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56fe\u50cf\u5206\u7c7b":31,"\u5728":[28,31],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u662f\u5728":28,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":27,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u6bd4":27,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5c06":31,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":28,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5efa\u8bae":31,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f97\u4f7f\u7528":27,"\u5fc5\u8981":28,"\u60c5\u611f\u5206\u6790":31,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[27,28],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u6570\u636e":25,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":27,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":25,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u6307":28,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662fc":28,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u6700\u540e\u5220\u9664":31,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u673a\u5668\u7ffb\u8bd1":31,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":25,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u901a\u8fc7c":28,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7f29\u5199":25,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u5f55\u4e0b":28,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u6587\u4ef6":28,"\u7c7b\u4f3c":28,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":27,"\u7ea2\u697c\u68a6":54,"\u7ed3\u8bba":27,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u826f\u597d\u7684\u6587\u6863":27,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bbe\u7f6e":28,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":31,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":28,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u6837":28,"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u901a\u5e38":28,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u90a3\u4e48":28,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cd\u547d\u540d\u6210":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6ce8\u610f\u7684\u662f":31,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9ed8\u8ba4256k":25,"\ufb01xed":64,"abstract":[41,46],"api\u4e2d\u4f7f\u7528":27,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":25,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"boolean":[9,26,27],"break":59,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"byte":25,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"case":[9,28,30,32,39,41,43,47,49,55,59],"char":[22,61],"class":[5,6,7,9,11,12,13,15,16,27,45,56,63],"const":[22,29,41],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"default":[3,7,8,9,10,12,13,15,16,17,34,44,46,48,49,50,59,61,63,64],"enum":22,"export":[9,33,56],"final":[10,32,33,40,41,63],"float":[3,7,8,9,11,13,32,41,43,48,54,57],"function":[3,5,9,10,11,13,16,18,21,22,23,24,29,30,32,39,41,43,44,46,55,56,59,62,63,64],"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"h\u5e76\u4e0d\u56f0\u96be":27,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,32,39,43,49,54,55,56,57,59,63,64],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,41,48,59,62],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"long":[2,9,10,13,34,43,62,63],"model\u505a\u5206\u652f\u7ba1\u7406":31,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,30,40,42,49,50,55,59,62,63],"note\u7684\u4e66\u5199":31,"null":[9,41,46],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4f7f\u7528git":31,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":31,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"public":[13,41,44,49,50,63],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":31,"return":[3,7,8,9,10,12,13,15,16,20,22,24,32,39,41,49,55,57,59,60,61,64],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[9,10,32,61,62,63],"static":[22,28,49],"super":41,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"switch":[28,49,63],"tag\u4e3a":31,"throw":49,"true":[3,7,8,9,10,12,13,15,16,30,32,39,41,46,48,49,57,61,62,63,64],"try":[11,17,18,21,22,30,43,55],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"void":[22,27,28,41],"while":[2,3,7,13,29,30,34,39,46,55,59,63,64],AGE:[49,50],AND:61,ARE:61,AWS:[20,42,51,52],Age:60,And:[3,8,9,11,13,24,30,36,39,48,49,50,54,57,61,63,64],But:[3,9,10,13],EOS:9,For:[2,3,8,9,11,13,16,21,22,23,24,29,30,32,33,34,39,40,41,43,44,45,46,48,54,56,57,59,63,64],Going:63,Has:3,IDs:[13,59],Ids:59,Into:49,Its:[3,39,49,61],Not:[16,18,44],ONE:3,One:[8,10,15,39,41,46,55,59,63,64],PFS:25,QoS:50,THE:3,TLS:[16,25,49],That:[9,13,30,34,46,48],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,33,34,35,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],Their:[3,9,18],Then:[5,9,33,34,39,40,41,43,49,50,54,56,61,62,63],There:[8,9,13,15,16,18,22,24,26,29,32,34,36,43,49,55,56,57,58,59,61,64],These:[8,44,48,56,62],USE:61,USING:61,Use:[3,8,13,16,26,30,34,41,43,46,47,49,61],Used:10,Useful:3,Using:[18,50,63],VPS:49,WITH:40,Will:[13,15],With:[3,9,10,32,55,62],YES:24,Yes:34,___fc_layer_0__:49,__file__:24,__init__:41,__main__:57,__meta__:61,__name__:57,__rnn_step__:39,_binari:17,_error:55,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:57,_source_language_embed:[39,54],_target_language_embed:[39,54],_test:17,aaaaa:20,aaaaaaaaaaaaa:49,abc:9,abl:[9,16,55,63],about:[5,9,10,24,26,32,43,45,46,49,53,62,63,64],abov:[3,5,8,9,16,17,18,21,32,34,40,43,49,50,55,57,59,62],abs:[10,55],absolut:[2,44],academ:60,acceler:[19,48],accept:[3,5,7,13,16,30,59,62],acceptor:62,access:[2,9,10,16,21,24,39,64],accessmod:49,accident:60,accomplish:34,accord:[2,3,8,9,22,44,45,46,48],accordingli:[5,8,9,41],accordingto:62,accrod:10,accumul:[18,22],accuraci:[8,41,59,60,63],achiev:[43,56],ack:46,acl:63,aclimdb:63,across:[9,13],act:[9,10,32,39,59],act_typ:59,action:[49,60],activ:[0,5,10,14,32,33,39,41,46,59,63],activi:10,actual:[3,9,32],adadelta:59,adagrad:59,adam:[16,22,59,63,64],adamax:59,adamoptim:[54,59,63,64],adapt:[8,11,32,63,64],add:[3,9,10,13,17,32,33,40,41,43,48,59,61],add_depend:17,add_execut:17,add_input:41,add_test:[17,41],add_to:9,add_unittest_without_exec:41,addbia:41,added:[3,8,40,41],adding:57,addit:[9,10,34,59],address:[18,22,34,43,46],addrow:41,addtion:44,addtolay:9,adject:63,adjust:32,admin:60,adopt:62,advanc:[39,43,46],advantag:63,adventur:60,adverb:63,adversari:30,advic:43,affect:9,afford:21,afi:3,aforement:[17,44],after:[9,13,21,22,26,29,33,36,39,40,41,44,46,48,49,50,55,56,57,59,61,62,63,64],again:[16,18,43],against:49,age:[13,61],agg_level:9,aggreg:49,ago:17,aid:43,aim:[63,64],aircraft:64,airplan:56,aistat:9,alex:[9,63],alexnet_pass1:48,alexnet_pass2:48,algorithm:[9,11,21,32,39,54,56,63,64],alia:[6,7,9],align:[9,10,13,64],all:[0,3,7,8,9,11,16,18,22,24,26,28,32,34,39,40,41,43,44,45,46,48,49,50,54,55,57,59,60,61,62,63,64],alloc:[7,22,24,41,48],allow:[16,22,34,40,41,43,46,49,59],allow_only_one_model_on_one_gpu:[45,46,48],almost:[10,32,44,54],along:63,alreadi:[18,34,43,44,46,49,50,63],alreali:[45,64],also:[2,3,9,10,13,16,17,23,29,30,33,34,39,41,43,44,50,55,56,57,59,62,63],although:32,alwai:[5,9,10,15,30,32,46,49,64],amaz:56,amazon:[49,50,59,63],amazonaw:49,amazonec2fullaccess:49,amazonelasticfilesystemfullaccess:49,amazonroute53domainsfullaccess:49,amazonroute53fullaccess:49,amazons3fullaccess:49,amazonvpcfullaccess:49,ambigu:[30,62],amd64:[33,49],american:56,among:[49,63],amount:[43,63],analysi:[32,43,58,62],analyz:[59,63],andd:49,ani:[2,3,9,10,13,16,17,18,22,24,30,43,49,59,61,64],anim:60,annot:62,annual:62,anoth:[3,9,16,24,34,46,49,62,63],ans:49,answer:[32,49,62],anyth:[13,30,40,49,62],api:[9,13,15,16,17,22,23,24,25,29,31,33,41,43,49,53,55,59,61,63],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:61,api_trainer_config_helpers_lay:39,api_trainer_config_helpers_layers_context_project:61,api_trainer_config_helpers_layers_cos_sim:61,api_trainer_config_helpers_layers_data_lay:61,api_trainer_config_helpers_layers_embedding_lay:61,api_trainer_config_helpers_layers_fc_lay:61,api_trainer_config_helpers_layers_pooling_lay:61,apiserv:49,apivers:[49,50],apo:64,appar:64,appear:62,append:[3,15,30,39,41,44],append_gradient_machin:15,appleclang:33,appleyard:43,appli:[0,9,10,39,41,56,59],applic:[34,43,49,50,63],appreci:[40,63],approach:[9,29],apt:[33,36,56],arbitrari:9,architectur:[54,62,63,64],architecur:63,archiv:[13,27,28],arg:[3,8,10,13,32,45,55,56,57,59,62,63],arg_nam:9,argu:62,argument:[3,5,9,13,21,29,39,41,46,47,54,55,56,57,61,62,63,64],argv:57,arn:49,around:[3,9,49],arrai:[5,7,9,13,15,22,30,32,57],art:[32,62],articl:[40,44,50],artifact:49,artifici:55,artist:60,arxiv:[9,10,55,63],as_row_vector:9,ask:18,aspect:63,assign:[8,9,21,46,49],associ:[29,62,63,64],assum:[8,9,39,48,54],assur:2,astyp:[30,55],asyc:18,async:[18,45],async_count:46,async_lagged_grad_discard_ratio:46,async_lagged_ratio_default:[45,46],async_lagged_ratio_min:[45,46],asynchron:[18,46],atla:33,atlas_root:33,attenion:10,attent:[9,10,34,64],attitud:63,attr1:9,attr2:9,attr:[7,9,10,39],attribut:[3,9,10,14,41,54,62],auc:45,aucvalidationlay:46,authent:49,author:[25,49,57],authorized_kei:44,auto:[27,41,43,58,61],autom:[49,64],automak:33,automat:[9,16,22,33,39,40,41,44,45,46,49,61,62,64],automaticli:9,automobil:56,avail:[18,22,33,49],availabel:33,averag:[8,9,12,21,46,57,59,61,62,63,64],average_test_period:[45,46,62],average_window:63,averagepool:9,avg:[43,59],avgcost:[59,61,63,64],avgpool:[9,59],avoid:[18,29,43],avx:[33,34,36,40],await:50,awar:[16,18,34,49],aws:25,aws_account_id:49,awsaccountid:49,awskeymanagementservicepowerus:49,b2t:54,b363:50,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:50,ba5f:49,back:[3,18,34],backward:[6,9,10,22,29,39,41,46,48],backward_first:39,backwardactiv:41,bag:[59,63],baidu:[0,32,36,50,54],baik:54,balanc:[46,49,55],balasubramanyan:63,bank:62,bardward:10,bare:50,barrier:46,barrierstatset:43,base:[9,12,13,16,21,32,36,39,41,43,44,46,49,54,55,59,61,63,64],baseactiv:10,baseev:15,basematrix:41,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[34,40,49,50],bashrc:33,basic:[3,9,15,34,40,41,59,60,63],batch:[3,9,10,11,13,15,16,18,20,41,44,46,49,50,55,56,57,59,61,62,63,64],batch_0:57,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[3,13,32,44,54,55,56,59,61,63,64],batchsiz:[9,41],bazel:17,bbbbb:20,bcd:9,bcebo:13,beam:[9,39,46,62,64],beam_gen:[9,39],beam_search:[15,39],beam_siz:[9,39,45,46,48],beamsiz:64,becaus:[5,8,9,13,16,17,18,22,29,30,39,41,48,49,56,59,62],becom:43,been:[3,21,33,56,59,62,63,64],befor:[5,9,10,18,26,29,30,34,40,44,49,56,63,64],begin:[5,8,9,22,26,41],beginiter:[15,16],beginn:39,beginpass:[15,16],begintrain:16,behavior:43,being:[18,30,55],belong:[9,64],below:[3,9,13,18,22,29,30,39,41,43,44,49,55,56,59,61],benefit:[10,24],bengio:9,bertolami:63,besid:[2,9,13,64],best:[9,33,34,46,59,61,63,64],best_model_path:62,besteffort:50,beta1:11,beta2:11,beta:57,better:[9,10,17,32,44,49,55,61],between:[8,9,11,17,18,22,28,29,32,49,55,59,60,63,64],bgr:57,bi_gru:10,bi_lstm:10,bia:[9,10,11,39,41,57],bias:[9,41],bias_attr:[9,10,32,39],bias_param_attr:10,biases_:41,biasparameter_:41,biassiz:41,bidi:50,bidirect:[9,10,39,62,64],bidirectional_lstm_net:63,big:43,bigger:18,biggest:63,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:43,bin:[33,34,44,49,50,61],binari:[3,8,9,13,17,24,43,49,54,59,63],bird:56,bison:33,bit:59,bitext:64,bla:33,blank:[9,49],block:[9,19,22,32,41,43,46,57,63],block_i:9,block_x:9,blog:63,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:63,book:[13,39],bool:[3,7,8,9,10,12,13,41,46,48,59,63],boot:[9,39],boot_bia:9,boot_bias_active_typ:9,boot_lay:39,boot_with_const_id:9,bootstrap:33,bos_id:[9,39],both:[0,6,7,9,10,16,17,18,34,39,41,43,49,55,57,59],bottleneck:[43,57],bottom:63,boundri:8,bow:[59,63],box:43,branch:[9,16,31],breadth:[46,64],brendan:63,brew:33,brief:22,briefli:43,broadcast:18,broken:40,brought:40,brows:34,browser:[34,49],bryan:63,bucket_nam:49,buf_siz:13,buffer:[3,13,30,46],buffer_s:13,buffered_read:30,bug:[40,49],bui:63,build:[0,9,13,17,24,32,34,37,46,49,51,52,54,56,57,59,61,63,64],build_dict:13,built:[0,17,33,34,55,62],bunch:[43,59],bunk:63,button:[40,49],c11:27,c703c041:40,c99:28,c99e:49,cach:[59,62],cache_pass_in_mem:[3,59,62],cachetyp:[3,59,62],calc_batch_s:[3,62],calcul:[3,8,9,10,11,18,22,39,41,43,46,48,55,61],call:[3,8,9,10,16,21,22,23,24,32,34,39,40,41,43,46,49,56,57,59,63,64],callabl:[3,7,9,13],callback:41,caller:49,caltech:56,can:[2,3,5,7,8,9,10,13,16,18,21,24,29,30,32,33,34,36,39,40,41,43,44,45,46,48,49,50,54,55,56,57,59,61,62,63,64],can_over_batch_s:[3,62],cancel:40,candid:9,cannot:41,caoi:64,capabl:[33,63],capac:49,capi:27,capi_prvi:28,caption:[32,64],captur:[32,44],card:44,care:[10,24,30,45,46,60],carefulli:[44,46,57],cat:[34,56,57,63],categor:62,categori:[9,13,18,59,63],categorig:13,categoryfil:50,caus:[18,26],caution:[49,50],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:64,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,63],center:3,ceph:[20,50],cephf:[20,24,25],certain:[2,45,62],certif:[16,25,49],cffi:27,cfg:50,cgo:27,chain:[13,41],challeng:[9,18],chanc:[16,41,59],chang:[9,13,17,21,24,29,30,32,34,39,40,41,43,46,49,59,63],channel:[9,43,44,57],channl:[44,57],charact:[59,61],character:32,characterist:[48,56],check:[3,13,32,33,34,40,46,48,49,60],check_align:13,check_eq:41,check_fail_continu:3,check_l:41,check_sparse_distribution_batch:[45,46],check_sparse_distribution_in_pserv:[45,46],check_sparse_distribution_ratio:[45,46],check_sparse_distribution_unbalance_degre:[45,46],checkgrad:46,checkgrad_ep:46,checkout:40,checksum:25,children:60,china:34,chines:58,chmod:[33,49],choic:[34,60],choos:[46,59,61],chosen:[2,60,64],chunk:[21,25,55,62],chunk_schem:8,chunktyp:8,cifar:[55,56],cifar_vgg_model:56,claim:49,claimnam:49,clang:[27,33,34,40],clarifi:8,class1:63,class2:63,class_dim:63,classfic:[57,63],classfiic:56,classic:[9,32],classif:[3,5,9,48,57,58,59,63,64],classifc:63,classifi:[55,56,57,59,63],classification_cost:[56,59],classification_error_evalu:[8,55,59,63,64],classification_evalu:8,claster:49,clean:[5,17,29,40,61],clear:[8,17,29],clearer:29,cleric:60,cli:49,click:[40,43,49],client:23,clip:[7,46,59,63],clock:9,clone:[9,33,34],close:[3,30,40],closer:32,cloud:[18,24,25,26],cls:59,cludform:49,cluster:[16,18,22,45,46,50,59,64],cluster_train:44,cm469:49,cmake3:33,cmake:[28,33,41,43],cmakelist:[17,41],cmatrix:[27,28],cmd:50,cna:9,cname:49,cnn:[9,50,57,59],code:[0,3,5,9,13,16,17,29,30,32,33,34,35,39,41,42,43,44,49,50,55,59,60],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,32,60],collectbia:41,colleg:60,color:[56,57],colour:13,column:[8,9,30,41,54,64],column_evalu:8,colunm:64,com:[9,10,13,33,34,36,40,49,50,57],combin:[8,9,10,13,15,55,61,63],come:63,comedi:60,comma:[22,46,54],command:[2,5,17,24,26,32,33,34,36,40,41,42,43,44,49,50,51,52,54,55,56,57,61,62,63],commandlin:[43,63],commenc:59,comment:[9,17,40,59,63],commnun:44,common:[20,39,41,45],common_util:44,commonli:[26,39,43,48],commun:[0,18,22,23,41,44,49],compani:63,compar:[41,55,59],compat:3,compet:63,competit:55,compil:[9,17,33,34,40,41],complet:[0,5,9,10,13,15,18,21,22,25,41,49,50,59],complex:[2,3,10,30,39,43,59],complic:9,compon:41,compos:[13,16,55,62],composenotalign:13,compress:21,comput:[9,10,16,18,32,33,34,39,41,43,48,49,59,61,62,63],computation:[9,39],conat:9,concat:[39,64],concaten:10,concept:[3,8,16,29,34,39],concern:16,concurr:18,concurrentremoteparameterupdat:46,condit:[9,21,39,44,50,64],conduct:43,conf:[5,9,44,54,55,57,64],conf_paddle_gradient_num:49,conf_paddle_n:49,conf_paddle_port:49,conf_paddle_ports_num:49,conf_paddle_ports_num_spars:49,confid:63,config:[3,7,9,10,20,26,32,41,44,45,46,49,50,54,55,56,57,59,63,64],config_:46,config_arg:[45,46,48,57,59,62,63],config_bas:[8,9,15],config_fil:62,config_gener:[44,61],config_lay:41,config_len:22,config_pars:[5,41],config_proto:22,configur:[1,2,3,5,9,22,24,32,38,41,43,46,54,56,57,63,64],confirm:26,conflict:40,confront:64,congest:46,conll05st:62,conll:[13,62],connect:[2,10,24,32,41,49,50,55,56,57,59,61,63],connectionist:[9,63],connor:63,consequ:[9,10],consid:[8,9,11,33,34,43,48,56],consider:[3,10],consist:[8,9,13,21,30,56,57,59,62,64],consol:[43,49],constant:41,construct:[3,5,8,16,39],constructor:41,consum:[18,63],contact:18,contain:[3,8,9,10,12,13,15,16,21,29,35,36,39,40,44,49,56,57,59,60,63,64],containerport:49,contemporan:63,content:[22,26,50,62,63],content_len:22,context:[9,10,13,39,54,59,61,62,63,64],context_attr:10,context_len:[9,10,59],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,59],contibut:40,contin:49,continu:[3,8,18,36,46],contrast:[9,64],contribut:[0,35,42,63],contributor:0,control:[7,34,40,46,49,50,64],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,44],convent:22,converg:[44,55,63],convert:[3,5,13,20,30,54,56,57,59,61],convlay:9,convolut:[9,10,13,55,57,61],convoper:9,convtran:9,convtranslay:9,cool:[3,40],coordin:[18,22],copi:[15,16,21,26,34,40,49,55,61],copy_shared_paramet:55,copytonumpymat:55,core:[3,7,28,29,46,64],coreo:49,corespond:62,corpora:64,corpu:[13,62],correct:[3,9,41,49],correctli:[8,13,41,55],correl:[32,56,63],correspoind:16,correspond:[3,5,16,32,40,41,56,60,62,63,64],corss_entropi:16,cos:9,cosin:[9,61],cost:[5,11,15,16,32,46,55,59,61,63,64],cost_id:9,could:[3,5,9,13,15,16,21,29,30,34,43,44,49,59,61],count:[18,24,30,43,46,48,50,54,61,62,63,64],counter:[18,21],coupl:32,cours:[8,24],coverag:33,coveral:33,coveralls_uploadpackag:33,cpickl:57,cpp:[27,28,29,40,41,43,59,61,64],cpu:[2,3,7,9,24,29,31,33,36,43,46,50,55,62,63,64],cpuinfo:34,cpusparsematrix:28,craftsman:60,crash:[18,43,44,46],crazi:44,creat:[5,7,9,13,15,16,18,22,25,26,29,32,33,34,41,44,46,54,55,56,64],create_bias_paramet:41,create_input_paramet:41,createargu:55,createfromconfigproto:[5,55],createstack:49,creation:49,creationd:49,creator:[13,20],credenti:26,credit:55,crf:62,crime:60,critic:63,crlf:40,crop:57,crop_siz:57,cross:[9,59,62],cross_entropi:[9,16,55],cross_entropy_with_selfnorm:9,crt:25,csc:41,cslm:64,csr:41,csv:60,ctc:8,ctc_evalu:8,ctest:[34,40],ctrl:[44,61],ctx:62,ctx_0:62,ctx_0_slot:62,ctx_n1:62,ctx_n1_slot:62,ctx_n2:62,ctx_n2_slot:62,ctx_p1:62,ctx_p1_slot:62,ctx_p2:62,ctx_p2_slot:62,cub:56,cuda:[17,33,34,36,43,44,46],cuda_dir:[45,46],cudaconfigurecal:43,cudadevicegetattribut:43,cudaeventcr:43,cudaeventcreatewithflag:43,cudafre:43,cudagetdevic:43,cudagetdevicecount:43,cudagetdeviceproperti:43,cudagetlasterror:43,cudahostalloc:43,cudalaunch:43,cudamalloc:43,cudamemcpi:43,cudaprofilerstart:43,cudaprofilerstop:43,cudaruntimegetvers:43,cudasetdevic:43,cudasetupargu:43,cudastreamcr:43,cudastreamcreatewithflag:43,cudastreamsynchron:43,cudeviceget:43,cudevicegetattribut:43,cudevicegetcount:43,cudevicegetnam:43,cudevicetotalmem:43,cudnn:[9,12,17,33,36,46],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[45,46],cudnn_convt:9,cudnn_dir:[45,46],cudrivergetvers:43,cuinit:43,cumul:9,curl:[33,49],current:[3,9,18,22,29,32,34,39,40,41,44,46,49,59,63,64],current_word:39,currentcost:[59,61,63,64],currentev:[59,61,63,64],curv:[16,56,62],custom:[2,3,16,24,41,49,60,63],custom_batch_read:30,cutoff:13,cycl:18,cyclic:9,cython:27,d3e0:49,dai:64,daili:63,dalla:3,dan:62,danger:3,darwin:49,dat:[13,20,44,61],data:[1,2,3,5,8,10,11,15,16,20,21,25,29,33,34,39,41,43,44,45,46,48,51,57,60],data_batch_gen:55,data_dir:[54,56,63,64],data_feed:13,data_fil:32,data_initialz:59,data_lay:[3,32,55,56,59,62],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_sourc:55,data_typ:[13,39],databas:[13,63],datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,32,44,61,62],dataprovider_bow:59,dataprovider_emb:59,dataproviderconvert:5,datasci:9,dataset:[1,3,20,24,30,32,39,46,54,56,57,59,62,63],date:62,db_lstm:62,dcgan:55,dcmake_install_prefix:33,dead:18,deal:55,deb:[35,36],debian:[34,35],debug:[3,26],decai:[11,56],decar:13,decent:21,decid:[16,30],declar:[9,61],decod:[9,10,39,62,64],decoder_boot:39,decoder_group_nam:39,decoder_input:39,decoder_mem:39,decoder_prev:10,decoder_s:39,decoder_st:[10,39],deconv:9,deconvolut:9,decor:[3,13,41],decreas:32,decrypt:49,deep:[0,9,32,34,37,43,55,56,57,59,62],deeper:[32,34,57],deer:56,def:[3,9,13,16,20,24,30,32,39,41,55,57,59,62],defalut:[9,46,48],default_devic:48,default_valu:48,defect:29,defferenct:3,defin:[2,3,9,10,13,16,17,18,30,32,39,41,44,46,54,55,56,62],define_py_data_sources2:[3,32,56,57,59],defini:64,definit:[3,13,18,21,32,34,54,59,63],degre:9,delai:46,delar:59,delet:[18,24,25],deletestack:49,delimit:[8,60,61],delv:9,demand:18,demo:[9,13,44,50,51,54,55,56,57,58,59,60,61,62,63,64],demograph:60,demolish:50,demonstr:[32,39,55,61],denot:[48,59,60,62],dens:[3,9,13,22,23,41,49,59,61],dense_arrai:13,dense_vector:[3,5,13,32],dense_vector_sequ:13,dep:17,depend:[17,18,24,32,34,36,44,48,56,60],deploi:[9,44,48],deploy:[44,49],deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,32,40,41,49,50,55,59,62],describestack:49,describestackev:49,describestackresourc:49,descript:[5,8,17,33,40,47,49,56,61],deseri:[15,29],design:[3,9,13,27,63],desir:[18,49,50,54],destin:[22,26],destructor:41,detail:[3,5,7,8,9,10,11,21,24,26,33,39,40,41,43,44,47,48,49,50,54,55,57,59,61,63,64],detect:[8,40],determin:[3,9,13,41,55],dev:[33,34,40,56,64],devel:33,develop:[0,17,29,31,33,45,46,64],deverlop:46,deviat:7,devic:[7,29,46,64],deviceid:48,devid:[9,46],dez:63,diagnos:44,diagram:57,dict:[3,8,13,15,59,61,63,64],dict_dim:63,dict_fil:[8,59,62],dict_siz:13,dictionai:59,dictionari:[3,8,9,13,15,16,48,57,59,61,62,63,64],dictsiz:64,did:[3,29],diff:40,differ:[3,8,9,17,18,22,32,34,39,40,41,44,46,49,50,54,56,57,59,63,64],difficult:32,dig:[34,43,49],digit:[3,9],dim:[9,13,41,54,57,59,63],dimens:[6,9,12,13,41,48,54,59,61,63],dimension:[3,32,39,41,55,59],dimenst:54,dimes:9,dir:[44,57,59,61,62,63,64],dirctori:34,direct:[9,10,34,57,62],directli:[2,3,10,23,24,29,32,34,44,50,63],directori:[2,9,17,20,25,26,33,34,40,43,44,46,50,56,57,59,61,62,63,64],diretcoti:57,dis_conf:55,dis_train:55,dis_training_machin:55,disabl:3,discard:[13,18,21,40,46],discount:9,discov:[18,62],discoveri:49,discrep:43,discrimin:55,discriminator_train:55,discuss:[16,21,22,23],disk:50,dispatch:[29,44,46],displai:[24,26],disput:64,dist_train:[16,24],distanc:8,distibut:54,distinguish:[17,44,55,64],distribut:[9,21,22,23,33,42,50,51,52,55,59,62],distribute_test:[45,46],distributedli:41,disucss:16,divid:[11,45,56,64],diy_beam_search_prob_so:[45,46],dmkl_root:33,dns:49,do_forward_backward:30,doc:[5,10,13,33,34,40,44],docker:[31,35,40,49,51,52],docker_build:16,docker_push:16,dockerfil:[34,40],dockerhub:34,doctor:60,document:[3,5,10,25,33,40,48,56,59,61,62,63],documentari:[3,60],doe:[3,5,10,18,21,22,24,29,30,32,36,41,43,59,61,62],doesn:[7,9,13,16,30,40,43,50,64],dog:[56,57],doing:43,domain:49,don:[10,16,17,30,32,49,63],done:[8,9,10,17,18,21,22,40,43,49,55,63],dopenblas_root:33,dot:[46,57,64],dot_period:[46,48,55,56,61,63,64],dotmuloper:9,dotmulproject:9,doubl:[3,33,46],down:[43,59],download:[13,18,25,34,36,55,56,59,62,63],download_cifar:56,downsampl:56,doxygen:[33,40],dpkg:36,drama:60,drop:3,drop_rat:7,dropout:[7,41,59],dropout_r:9,drwxr:50,dst:22,dtoh:43,dtype:[5,32,57],dubai:64,due:[21,60],dummi:21,duplic:60,durat:[21,43],dure:[2,3,9,18,21,24,32,41,45,46,49,59,61,62,64],durn:3,dwith_c_api:28,dwith_doc:33,dwith_profil:43,dwith_python:28,dwith_swig_pi:28,dwith_tim:43,dyld_library_path:9,dynam:[2,3,22,28,30,33,43,46],dynamic_cast:41,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,29,30,32,34,39,40,41,44,46,48,49,54,56,57,59,60,61,62,63,64],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30,57],easi:[0,30,34,41,44,59],easier:[16,30,41],easili:[16,30,32],echo:[34,61,63],edit:[8,34,49],editor:34,edu:[13,49,50,56],educ:60,eeoi3ezpr86c:49,effect:[3,46,49],effici:[0,2,3,9,39,41],efg:9,efs:49,efs_dns_nam:49,efsvol:49,eight:62,either:[9,13,15,16,43,59,61],elb:49,elbapis:49,elec:59,electron:[50,59],elem_dim:9,element:[3,5,8,9,10,13,15,21,30,59,63,64],element_typ:22,elif:16,elimin:62,els:[9,16,24,34,41,57,59],emac:34,emailweixu:17,emb:[50,59],embed:[16,39,58,61,63],embedd:62,embedding_lay:59,embedding_nam:[9,39],embedding_s:[9,39],emphas:43,empir:9,emplace_back:41,emploi:[39,60],empti:[8,13,18,32],emul:64,enabl:[3,7,9,17,21,43,44,46,49],enable_grad_shar:[45,46],enable_parallel_vector:46,enc_proj:[10,39],enc_seq:10,enc_vec:39,encapsul:22,encod:[10,21,39,64],encoded_proj:[10,39],encoded_sequ:[10,39],encoded_vector:39,encoder_last:9,encoder_s:39,encrypt:49,encrypt_decrypt:49,end:[3,8,9,29,30,32,39,40,46,54,62,63,64],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,49],endtrain:16,engin:[0,24,43,60],english:[3,9,64],enjoi:34,enough:32,ensembl:10,ensur:[3,18,41],enter:[34,60],entir:[9,10,22,63],entiti:8,entri:[13,21,24,41,49,60],entropi:[9,59,62],entry_point:24,enumer:[6,59],enumerate_data_types_of_data_lay:13,env:49,environ:[9,16,33,34,36,40,43,44,45,46,49,50,55,56,61],eol:40,eos_id:[9,39],epel:33,epoch:60,epsilon:11,equal:[9,10,18,46],equat:[8,9,10,11,34],equilibrium:55,equip:[33,39],equival:[9,16],error:[7,8,9,11,16,21,26,32,36,41,44,46,49,56,57,59,60,61,63,64],error_clipping_threshold:7,especi:[3,10,62],essenc:16,essenti:[9,16,33,62,64],estat:32,estim:[9,16],eta:50,etc:[8,13,30,34,44,45,48,49,63,64],etcd:[18,21,22],etcd_addr:22,eth0:[44,49],ethternet:44,eval:[8,59,61,63,64],eval_bleu:64,evalu:[2,9,14,15,43,44,59,63,64],evaluate_pass:63,evalut:[32,64],even:[16,30,43,46,63],evenli:[22,49],event:50,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,39,40,41,46,59,62,63,64],everyth:[32,40],evid:29,exactli:[3,9,10,34,49,62],exampl:[2,3,8,9,10,11,13,15,24,26,29,30,32,33,34,39,40,41,43,44,45,46,48,49,50,56,57,58,59,63,64],exceed:9,except:[3,13,48,54,63],exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[34,46],execut:[17,18,21,24,41,43,49,60,62,63],exist:[16,18,26,30,41,46,49,60,63],exit:[22,26,46,50],expand:[41,62,63,64],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,43,63],expens:64,experi:48,expert:17,expir:18,explain:[3,8,18,44,55,63],explan:[9,24,33,59,64],explanatori:[32,34],explicit:41,explicitli:[3,16],exploit:56,explor:9,exponenti:6,expos:[23,34,49],express:[16,49,63],extend:[0,8],extens:[60,61,64],extent:28,extern:[3,17,27,28],external_librari:17,extra:[7,9,10,32],extra_lay:15,extraattr:[7,48],extraattribut:9,extraattributenon:9,extract:[8,9,29,49,56,62,63],extract_fea_c:57,extract_fea_pi:57,extract_para:54,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,43],extremli:2,f120da72:50,f7e3:49,fa0wx:50,fabric:44,face:17,facotr:9,fact:57,factor:[7,9,11],factori:27,fail:[3,18,21,46,48,50,56],failur:[18,22],fake:55,fake_imag:30,falloc:25,fals:[3,7,8,9,10,11,13,30,32,39,41,46,48,50,54,59,61,62,63,64],false_label:30,false_read:30,famili:64,familiar:[3,32],fanscin:3,fantasi:60,fantast:59,far:0,farmer:60,fascinatingli:2,fast:[9,21,43],faster:[9,10,18,39,43,63],fault:21,favourit:34,fbd1f2bb71f4:50,fc1:[41,48],fc2:48,fc3:48,fc4:48,fc8a365:49,fc8a:49,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[32,41,48,59,61],fc_layer_nam:10,fc_mat:15,fc_param_attr:10,fclayer:41,fdata:62,fea:57,fea_output:57,feat:63,featur:[3,6,9,13,40,46,56,59,63,64],feature_map:61,feed:[10,13,15,16,32,63],feedback:0,feeder:13,feedforward:56,femal:60,fernan:63,festiv:3,fetch:[13,18,39,40,41],few:[3,17,18,30,34],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,43,49],figur:[16,17,39,41,43,54,55,56,57,62,63,64],file1:64,file2:64,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,32,33,34,39,40,41,44,46,54,56,57,62,63,64],file_list:3,file_nam:[3,32,57,59,62],filenam:[3,20,61],fileoffset:25,filer:9,filesystem:[24,25,34,49],fill:[9,18,21,49,59],film:60,filter:[9,57],filter_s:[9,10],filter_size_i:9,finali:44,find:[9,11,18,34,43,56,63,64],fine:[7,21,61],fingerprint:49,finish:[3,18,21,24,34,44,49,50,56],finit:41,first:[3,9,13,16,18,21,24,26,32,34,36,39,40,41,43,46,48,49,54,55,56,57,59,61,62,63,64],first_seq:39,firstli:[8,9],firstn:13,firstseen:50,fit:[2,13,40],five:[43,59],fix:[3,7,27,40,64],flag:[13,46,55,56,62],flexiabl:30,flexibl:[0,2,9,10,16,22,39],flight:64,float32:[5,13,30,32,55,57],floor:9,flow:[31,40],fly:[32,59],fnt03:49,focu:[3,43],folder:[20,24,26,33,49,56,63,64],follow:[2,3,8,9,10,11,13,16,17,18,21,24,30,33,34,36,39,40,41,43,44,48,49,50,51,52,54,55,56,57,59,60,61,62,63,64],fool:55,forbid:16,force_load:27,forecast:63,forget:[11,16,63],fork:9,form:[2,3,9,10,11,43,62],format:[2,3,8,21,32,40,41,46,49,54,56,60,61,63],former:[16,17,64],formula:[9,10],formular:9,forward:[6,9,10,22,29,39,41,48,55,62,63],forwardactiv:41,forwardtest:5,found:[3,5,9,33,39,55,56,59,63],four:[3,8,36,54,57,59,61,62,63],frame:8,framework:[16,41,57,59,63],free:[13,64],french:64,frequenc:[13,43,54,59,63],frequent:[21,30,44,64],frog:56,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,34,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],from_no_sequ:9,from_sequ:9,fromfil:[30,32,57],fulfil:43,full:[9,18,34,39,41],full_matrix_project:[10,39],fulli:[32,40,41,43,55,56,57,59,61,63],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:54,fullyconnectedlay:41,func:[13,21],fundament:32,further:9,futur:9,gain:9,game:55,gamma:57,gan:16,gan_train:55,gangliao:17,gap:46,gate:[9,10,63],gate_act:[9,10],gate_recurr:9,gather:[9,29,41],gauss:7,gaussian:55,gcc:[27,33,34],gdebi:36,gen:[9,64],gen_conf:[55,64],gen_data:64,gen_result:64,gen_train:55,gen_training_machin:55,gender:[13,60,61],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,30,32,33,34,40,43,44,46,48,49,54,57,58,59,61,63],generated_word_embed:9,generatedinput:[9,39],generator_conf:55,generator_machin:55,generator_train:55,genert:3,genr:[60,61],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,33,36,39,41,43,44,49,53,56,57,59,61,62,63],get_batch_s:62,get_best_pass:63,get_config_arg:[48,59,63],get_data:[50,59,62],get_dict:13,get_embed:13,get_imdb:63,get_input_lay:41,get_mnist_data:55,get_model:57,get_movie_title_dict:13,get_nois:55,get_output_layer_attr:10,get_shap:15,get_training_loss:55,get_word_dict:13,getbatchs:41,getenv:[16,24],getinput:41,getinputgrad:41,getinputvalu:41,getoutputgrad:41,getoutputvalu:41,getparameterptr:41,getsiz:41,getslotvalu:55,gettask:21,gettempl:49,gettranspos:41,getw:41,getweight:41,getwgrad:41,gfortran:33,gildea:62,gist:10,git:[31,33,34,40],github:[10,33,34,36,57],give:[3,18,32,34,41,43,49,59],given:[3,13,15,22,30,41,46,55,59,62,63,64],global:[3,7,16,17,18,29,43,46,49,63],global_learning_r:7,globalstat:43,globalstatinfo:43,globe:3,go1:33,go_librari:17,go_test:17,goal:[43,62],gob:21,godoc:27,goe:[9,10,18,32],going:[59,63],golang:33,good:[9,30,43,63,64],goodfellow13:9,googl:16,googleapi:[33,49],gopath:33,goroot:33,gpg2:49,gpg:49,gpu:[2,3,7,9,12,24,29,31,33,36,40,42,44,55,56,57,61,62,63,64],gpu_id:[46,48,55],gpugpu_id:45,grab:[18,63],grad:[22,46,60],grad_share_block_num:[45,46],gradient:[7,8,9,11,15,18,21,29,46,59,63],gradient_clipping_threshold:[7,59,63],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,55,61,64],gradual:[32,43],grai:56,gram:[54,63],grant:49,graph:[9,15,17,18,54],graphviz:57,grave:63,grayscal:3,greater:9,grep:[34,63],groudtruth:39,ground:[8,9,59,64],group:[10,21,63],group_input1:39,group_input2:39,group_input:39,grouplen:[13,60],gru:[9,39,59,64],gru_bias_attr:10,gru_decod:39,gru_decoder_with_attent:39,gru_encoder_decod:[54,64],gru_layer_attr:10,gru_memori:10,gru_siz:59,gru_step:39,gru_step_lay:10,grumemori:[10,39],gserver:[9,41],gsizex:43,guarante:41,guess:[32,63],gui:43,guid:[25,35,39,40,41,43,49,50,54,56,63,64],guidenc:32,gur_group:10,gzip:[21,50],hack:[35,44],hadoop:16,half:49,hand:[60,61,63],handi:17,handl:[13,16,24,29,30,44,61,63],handler:15,handwrit:[3,63],happen:21,hard:[49,59],hardwar:[34,43],has:[3,5,8,9,10,11,13,16,18,21,22,34,39,41,43,49,50,54,56,59,60,61,62,63,64],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,29,30,32,33,34,39,40,41,43,44,46,48,49,54,56,59,60,61,63,64],hdf:[2,20],head:[40,54,63],header:[22,28,32,41,54,57],health:60,heavi:44,height:[9,13,27,30,41,56],held:18,hello:16,help:[3,5,26,40,44],helper:[9,10,41],here:[3,5,7,8,9,10,13,16,17,18,23,26,30,32,33,39,44,45,48,49,50,54,56,57,58,59,60,61,62,63,64],heurist:[9,46,64],hidden:[9,10,39,49,59,63],hidden_s:10,hierarch:[9,39],high:[7,41,55],higher:2,highest:[13,64],highli:[2,3,13,39,48,61,63],him:16,hint:32,histor:63,hl_get_sync_flag:41,hold:[16,18,21,23,49],home:[20,26,33,44,49,50],homemak:60,honor:21,hook:[3,62],hope:0,horizont:[9,57],horror:60,hors:56,horst:63,host:[24,33,34,44,49,50],hostnam:[44,49],hostpath:50,hostport:49,hot:61,hour:64,hous:[3,13,32,54],how:[2,3,7,9,16,18,21,26,29,32,39,44,46,49,50,53,56,57,59,61],howev:[3,9,10,29,30,32,39,45,46,49,63,64],hpp:27,html:[13,34,56],htod:43,http:[9,10,13,24,33,34,36,40,49,50,55,56,57,64],huber:9,huge:[9,40],huina:63,human:[9,64],hyper:[9,41],hyperplan:13,i0601:61,i0706:64,i0719:64,i1117:43,iamfullaccess:49,iamusersshkei:49,ib0:44,ics:13,icwsm:63,id_input:8,idea:[9,17,30],ident:[32,34,49,60],identifi:41,identityoffsetproject:9,identityproject:9,ids:[8,9,41,59,61],idx:[21,41],ieee:63,ies:26,ignor:[3,9,46,54],ijcnlp:63,illustr:[3,8,18,22,39,41,43,59],ilsvrc:57,imag:[3,12,13,16,30,32,35,40,48,49,51,52,55,57,58,64],image_a:30,image_b:30,image_classif:56,image_fil:30,image_lay:30,image_list_provid:57,image_nam:16,image_path:30,image_provid:56,image_reader_cr:30,image_s:57,imagenet:[9,20,58],imagepullpolici:49,imageri:9,images_reader_cr:30,imdb:60,imdber:63,img:[3,9,56],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:56,imgsiz:43,imgsizei:43,imgsizex:43,immedi:49,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,27,28,29,39,59,62],impli:17,improv:[0,9,43,49,63,64],inbound:49,includ:[2,3,8,9,10,13,16,17,22,24,27,28,33,34,39,40,41,43,46,49,50,54,59,60,62,64],inconsist:60,incorpor:9,incorrect:9,increas:[18,21,46,64],increment:46,incupd:41,inde:[13,30,34],independ:[9,22,59],index:[3,8,9,12,13,15,18,21,44,49,61],indexslot:[9,62],indic:[3,8,9,22,32,44,49,62],individu:[18,32,49],industri:18,ineffici:29,infer:[1,16,18,27,33],infiniband:44,info:[8,9,13,41,44],inform:[5,9,13,24,26,41,43,46,49,60,61,62,63,64],infrastructur:[49,55],ingor:46,ininst:16,init:[7,9,41,48,49,55,59,62],init_hook:[59,62],init_model_path:[45,46,48,54,59,62],initi:[3,5,7,9,13,17,21,39,41,46,54,55,59,62],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,55],inlcud:10,inlin:49,inner:41,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,29,30,32,39,41,48,54,55,56,57,59,61,62,63,64],input_data:41,input_data_target:41,input_featur:6,input_fil:[32,62],input_hassub_sequence_data:41,input_id:9,input_imag:[10,56],input_index:41,input_label:41,input_lay:41,input_nam:16,input_sequence_data:41,input_sequence_label:41,input_sparse_float_value_data:41,input_sparse_non_value_data:41,input_t:41,input_typ:[32,59],inputdef:41,inputlayers_:41,inputtyp:[3,13],insert:40,insid:[8,9,18,29,30,34,49],inspect:40,inspir:54,instal:[9,24,34,37,40,44,50,56,57,61,62,63],instanc:[9,18,20,23,39,41,43,46,62],instance_ip:49,instanti:18,instead:[9,10,12,17,24,30,34,44,59,64],instruct:[34,36,43,59],int32:46,int64:25,integ:[3,8,9,13,21,24,27,41,59,63],integer_valu:[3,13,59],integer_value_sequ:[3,13,39,59,62],integr:[33,62],intend:0,inter:[9,44],interact:[34,49],intercept:9,interest:[43,63],interfac:[1,5,7,9,10,21,24,26,29,44,49,56,61,63],interg:59,intergr:9,intermedi:[26,62],intern:[9,10,13,15,49],internet:[18,63],interpret:[3,8,33,43],interv:63,intrins:33,introduc:[3,9,18,50,61,63],introduct:[4,55],invalid:30,invari:56,invoc:17,invok:[3,9,15,29,43,49],involv:55,iob:8,ioe:8,ips:49,ipt:[9,39],ipython:16,is_discriminator_train:55,is_gener:[9,54,55,64],is_generator_train:55,is_kei:61,is_loc:15,is_predict:[59,63],is_seq:[9,39],is_sequ:61,is_stat:7,is_test:[57,62,63],is_train:3,isn:43,isol:34,isspars:41,issu:[33,34,43],item:[9,13,15,30],iter:[9,10,11,13,15,16,18,30,56,62,63],its:[3,9,10,16,18,21,29,40,41,43,46,49,54,55,56,59,63,64],itself:[10,18],java:27,jeremi:43,jie:[62,63],jmlr:9,job:[5,13,45,46,48,57,59,61,62,63,64],job_dispatch_packag:44,job_id:13,job_mod:54,job_nam:[24,49],job_namespac:49,job_path:49,job_workspac:44,jobpath:49,jobport0:49,jobport1:49,jobport2:49,jobport3:49,jobserv:24,johan:63,join:18,joint:[54,64],jointli:[10,64],journal:[62,63],journei:34,jpeg:56,jpg:57,json:[44,49,50,61],jth:10,judg:64,jupyt:[24,34],just:[3,6,8,9,10,13,21,22,29,32,40,44,48,49,54,56,61,62,63],jx4xr:49,jypyt:16,k8s_data:49,k8s_job:16,k8s_token:16,k8s_train:49,k8s_user:16,kafka:20,kaim:9,kaimingh:57,kebilinearinterpbw:43,kebilinearinterpfw:43,keep:[3,9,18],kei:[3,13,15,18,20,21,25,40,43,44,61,63],kernel:[9,43,59],key1:46,key2:46,key_pair_nam:49,keyid:49,keymetadata:49,keypair:49,keyserv:49,keystat:49,keyusag:49,keyword:3,kill:[18,49],kind:[2,3,16,18,23,32,49,50,55,59,61],kingsburi:62,kms:49,know:[3,10,16,21,32,40,41,43,49,61],knowledg:63,known:[55,63,64],kriz:[13,56],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:49,kubectl:50,kuberent:[18,49],kubernet:[16,18,42,44,51,52],kubernetes_service_host:16,kwarg:[3,10,11,13,59,62],l1_rate:7,l2_rate:7,l2regular:[56,59,63],label:[3,5,8,9,11,13,15,30,32,50,55,56,57,58,59,63],label_dict:62,label_dim:[9,59],label_fil:[30,62],label_lay:30,label_list:62,label_path:30,label_slot:62,labeledbow:63,labl:63,lag:46,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,48,54,62,63,64],larg:[12,13,40,62,63,64],larger:[3,7,8,9,44],last:[8,9,10,32,39,44,46,59,63,64],last_time_step_output:9,lastseen:50,late:63,latenc:[9,44,49],later:[17,33,49,59],latest:[9,18,34,40,50,63],latter:64,launch:[46,49,63],launcher:16,lawyer:60,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,30,32,39,42,45,46,54,55,56,57,59,61,62,63],layer_0:41,layer_attr:[9,39,48],layer_num:[48,57],layer_s:9,layer_typ:9,layerbas:41,layerconfig:41,layergradutil:41,layermap:41,layeroutout:9,layeroutput:10,lbl:[8,56],ld_library_path:[9,33,36,44],lead:43,learn:[0,7,8,9,10,11,13,16,22,30,32,34,37,39,41,43,56,57,59,62,63,64],learning_method:[32,54,56,59,63,64],learning_r:[7,22,32,54,56,59,63,64],leas:18,least:[8,9,18,33,60],leav:[3,49],lecun:13,left:[9,32,57],leman:64,len:[3,9,22,25,41,59,61,62],length:[9,10,13,22,39,46,50,63,64],less:[9,16,44,64],less_than:16,let02:50,let:[5,8,9,16,32,49,61],level:[7,9,44,46,55,61,63,64],lgtest:17,lgtest_main:17,lib64:[33,44,46],lib:[9,28],libapi:17,libari:28,libcudnn:33,libjpeg:56,libpaddl:[27,28],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libpython:33,librari:[9,17,23,28,33,34,44,46,61],libwarpctc:9,licens:62,life:18,like:[3,8,9,13,17,18,24,30,32,33,39,43,44,45,48,49,54,57,59,61,63,64],limit:[9,13,43,46],line:[2,3,5,8,13,17,24,26,32,40,42,43,44,48,49,54,56,57,61,62,63,64],linear:9,linearactiv:32,linguist:62,link:[9,10,17,25,26,33,49,59,63],linux:[9,25,33,34,36,49,64],lipeng:54,lipton:63,list:[2,3,8,9,13,15,16,21,24,26,29,32,34,39,41,44,46,48,49,56,57,59,61,62,63,64],listen:46,literatur:63,littl:[2,3,22,46,59,63],lium:64,live:[18,34],liwicki:63,load:[2,3,5,9,16,18,32,46,49,57,62,63,64],load_featur:57,load_feature_c:57,load_feature_pi:57,load_missing_parameter_strategi:[45,46,48,54,62],load_uniform_data:55,loadparamet:5,loadsave_parameters_in_pserv:[45,46],loc:8,local:[7,18,23,33,34,44,45,46,50,56,63],localhost:34,localpath:26,locat:[39,41,59,62],lock:[18,21,22],log:[3,21,26,41,44,46,49,50,56,61,62,63,64],log_barrier_abstract:46,log_barrier_lowest_nod:[45,46],log_barrier_show_log:[45,46],log_clip:[45,46],log_error_clip:[45,46],log_period:[46,48,50,55,56,59,61,62,63,64],log_period_serv:[45,46],logarithm:6,logger:3,logic:[3,29,44],login:34,longer:64,look:[3,8,24,32,44,45,49,50,55,59],lookahead:9,lookup:59,loop:30,loss:[9,41,55,59,63,64],lot:45,low:9,lower:44,lowest:46,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,39,50,59],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:59,lstm_step:10,lstmemori:[10,39],lstmemory_group:9,ltr:9,lucki:32,mac:[9,28,33,34],machan:10,machin:[9,10,13,15,32,41,45,46,48,49,50,59,61,63,64],machine_transl:39,made:[3,18,22,32,39,60],mai:[3,9,30,34,43,49,60],main:[3,5,40,49,56,62,63],mainli:[23,46],maintain:[9,21,49],majel:17,major:[34,55,57,63,64],make:[3,8,9,16,17,18,21,22,29,30,33,34,40,41,43,44,49,56,59,61,63],male:60,malloc:41,man:25,manag:[18,22,23,26,40,44],manageri:60,mandarin:9,mani:[0,9,10,21,29,32,34,46,59,60,61,63],mannal:44,manner:9,manufactur:64,mao:63,map:[3,8,9,13,15,16,21,46,56,57,61],map_read:13,mapper:13,mapreduc:16,marcu:63,mark:[3,39,62],mark_slot:62,market:[32,60,63],martha:62,mask:[7,9],master:[16,31,40,46,63],mat:[27,28],mat_param_attr:10,match:43,math:[10,27,41,43],matirx:9,matplotlib:56,matric:[5,39,41],matrix:[8,9,10,13,15,27,28,41,45,48,57,62],matrixptr:41,matrixtyp:28,matter:3,max:[3,7,9,13,43,46,48,56,59,61],max_id:[9,15,59],max_job_id:13,max_length:[9,39],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,59],maxid_evalu:8,maxid_lay:59,maxim:[9,64],maximum:[8,13,22,39,43,46,59,62,63],maxinum:12,maxpool:9,mayb:[9,10,56],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,30,32,39,43,44,46,48,49,54,55,56,57,59,61,62,63,64],mean_img_s:56,mean_meta:57,mean_meta_224:57,mean_valu:57,measur:[32,43],mechan:[9,10,23,39,49,63],media:63,meet:62,mem:[9,24],member:[13,16,29],memcpi:[29,43],memor:63,memori:[2,3,10,21,24,39,41,43,46,48,50,59,62,63,64],memory_nam:9,memory_threshold_on_load_data:46,mention:21,mere:10,merg:[22,29,40,46,54,64],mergedict:[54,64],messag:[32,40,46,50,61,63,64],meta:[44,56,57,59],meta_config:[44,61],meta_gener:[44,61],meta_path:56,metadata:[25,49,50],metaplotlib:16,method:[3,9,11,15,34,41,43,46,48,59,63,64],might:[9,17,34,41,49],mileag:43,million:[13,48,60],min:[7,43,48,49,61],min_pool_s:3,min_word_freq:13,mind:44,mini:[3,9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minim:[3,11,32,46],minimum:9,minimun:46,minst:3,minut:[18,49,64],mirror:34,mislead:22,miss:[46,54,62],mit:49,mix:[10,39,62],mixed_bias_attr:10,mixed_lay:[10,62],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[26,33,34,49],mkl:33,mkl_path:33,mkl_root:33,ml_data:[44,61],mnist:[3,5,20,30],mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mod:62,modal:62,mode:[9,40,46,55,56,57,61,63,64],model:[1,2,5,9,10,13,18,19,40,41,42,46,49,61,62,63],model_config:[5,55],model_list:[46,48,62,63],model_output:63,model_path:48,model_zoo:[54,57],modifi:[5,39,40,41,44,49],modul:[2,3,5,10,13,15,32,33,56,57,59,62],modulo:9,momentum:[7,32,59],momentumoptim:[32,56],mon:50,monitor:[59,63],mono:9,month:[17,59,64],mood:63,more:[2,3,5,8,9,10,13,16,18,21,24,26,30,32,34,39,40,41,43,44,48,50,56,59,62,63,64],morin:9,mose:[63,64],moses_bleu:64,mosesdecod:63,most:[3,5,9,13,16,30,32,39,41,43,45,61,62,63,64],mostli:[56,60],mount:[24,34,49,50],mountpath:[49,50],move:[9,18,21,26,43,49,61,63],movement:[43,63],movi:[3,13,63],movie_categori:13,movie_id:61,movie_info:13,movie_review:13,movieid:60,movieinfo:13,movielen:58,moving_average_fract:9,mpi:44,mse_cost:32,much:[9,18,30,43],mul:41,mulit:44,multi:[9,29,41,45,46,57,64],multi_binary_label_cross_entropi:9,multi_crop:57,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22,34,39,41,46,48,49,55,59,61,63],multipli:[8,9,41,56],multiprocess:13,multithread:3,music:60,must:[3,6,8,9,10,13,22,30,33,34,39,40,41,44,46,48,49,64],my_cluster_nam:49,my_external_dns_nam:49,mypaddl:50,mysteri:60,name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,32,34,39,40,41,43,44,46,48,50,51,52,54,55,56,57,59,61,63,64],name_prefix:20,namespac:[27,34,41,50],nativ:9,natur:[21,48,62,63],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:59,necessari:[3,9,22,29,33,41,44,59,63],necessarili:41,need:[3,8,9,10,13,16,17,21,22,24,26,29,32,33,34,36,39,40,41,44,45,46,48,49,50,55,56,57,59,61,62,63,64],neg:[3,8,9,59,62,63],neg_distribut:9,negat:62,neighbor:59,ner:8,nest:[3,9,13],net:[9,10],net_conf:63,net_diagram:57,network:[2,3,5,7,8,9,11,13,14,15,16,18,30,32,34,41,43,44,46,54,63,64],network_config:48,networkadministr:49,neural:[3,5,9,10,11,13,15,16,18,32,43,46,54,55,57,63,64],neuralnetwork:29,neuron:[5,41,59,63],never:[13,30,49,50],newest:22,newtork:63,next:[9,13,18,23,39,40,41,43,46,49,50,62,63,64],nfs4:49,nfs:49,nfsver:49,nginx:34,ngram:13,nic:[44,45,46],nil:21,nine:[13,62],nlp:[3,9],nltk:13,nmt:64,nnz:41,no_cach:3,no_sequ:[3,9,61],noah:63,noavx:[34,36],node:[9,17,41,44,46,49,50,63,64],node_0:49,node_1:49,node_2:49,nodefil:44,noir:60,nois:[9,18,55],noise_dim:55,non:[9,18,41,46,49],none:[2,3,5,7,8,9,10,11,12,13,15,16,32,39,57,59],nonlinear:41,norm:55,norm_by_tim:9,normal:[3,5,9,10,13,36,39,41,44,46,50,54,55,57],normzal:57,north:56,notat:9,note:[3,5,7,9,10,12,15,16,21,24,30,33,43,46,48,49,54,56,61,63],notebook:[24,34],noth:[6,15,40,46],notic:[39,41],novel:63,now:[0,3,9,13,17,18,32,34,40,46,49,55,61,62],np_arrai:13,nproc:33,ntst1213:64,ntst14:64,nullptr:41,num:[9,44,46,59,62,63,64],num_channel:[9,10,56],num_chunk_typ:8,num_class:[9,10,56],num_filt:[9,10],num_gradient_serv:[45,46],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,32,45,46,48,50,59,61,62,63,64],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,30,32,40,41,44,46,49,54,56,57,59,62,63,64],numchunktyp:8,numdevices_:48,numlogicaldevices_:48,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,32,33,55,57],numsampl:43,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,34],nvidia:[33,34,43,46],obei:8,obj:[3,32,56,57,59,61],object:[3,5,7,9,10,11,13,15,16,27,43,55,56,57,59,62],observ:[11,32,41,43,64],obtain:[59,62,63],occup:[60,61],occur:[13,15],oct:50,odd:9,off:[28,34,40],offer:[5,62],offici:[9,34,49,56],offlin:[18,20],offset:[9,61],often:[44,59,64],ograd:41,old:[22,34,46],omit:59,on_init:3,on_travisexclud:33,onc:[3,9,18,21,34,41,49,59],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,34,40,41,44,46,48,49,50,54,55,56,57,59,61,62,63,64],one_host_dens:61,one_hot_dens:61,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,26,29,32,33,39,40,41,43,45,46,48,49,50,54,57,59,60,63,64],onlin:[9,11,18,20,30],onto:49,open:[0,3,9,16,20,30,32,34,49,57,59,62],openbla:33,openblas_path:33,openblas_root:33,oper:[9,10,11,13,34,39,41,43,46,49,54,56,61],opinion:63,ops:17,ops_test:17,opt:[16,33],optim:[3,7,14,15,29,32,41,43,63],option:[3,8,9,16,17,32,40,41,44,48],order:[3,9,10,13,15,30,41,46,49,50,55,57,59,63,64],ordinari:63,oregon:49,org:[8,9,10,13,20,25,33,34,55],organ:[8,9,56,63,64],origin:[0,2,3,9,13,55,62,64],other:[3,8,9,10,13,18,22,26,33,34,36,39,40,48,49,50,54,55,56,57,59,60,62,63,64],otherchunktyp:8,otherwis:[2,9,13,16,18,22,30,39,40,44,48,61,64],our:[16,17,34,39,40,41,49,50,54,56,59,62,63,64],out:[9,15,16,17,21,32,39,43,46,49,50,56,63],out_dir:49,out_left:9,out_mem:39,out_right:9,out_size_i:9,out_size_x:9,outlin:47,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:62,output:[5,6,7,8,9,10,12,13,15,16,20,26,30,32,39,41,43,46,48,50,54,55,56,57,59,61,62,63,64],output_:[9,41],output_dir:57,output_fil:62,output_id:9,output_lay:[15,57],output_max_index:12,output_mem:[9,39],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:41,over:[2,9,10,16,40,41,43,59,62,63],overcom:63,overhead:43,overlap:41,overrid:[18,26,41],overview:[21,22,23],overwrit:26,owe:0,own:[22,34,44,49],pacakg:36,pack:34,packag:[3,13,21,24,34,35,40,49],pad:59,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,32,33,34,35,36,39,40,41,42,43,44,46,48,49,55,56,59,61,62,63,64],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:44,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:50,paddle_paramet:22,paddle_port:44,paddle_ports_num:44,paddle_ports_num_for_spars:44,paddle_pserver2:44,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:54,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:54,paddle_train:[28,31,44],paddledev:[49,50],paddlepaddl:[0,2,3,5,9,10,13,18,20,22,23,24,25,26,30,32,33,36,39,40,41,42,43,44,51,52,57,59,61,62,63],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[40,49,61],pai:34,pair:[8,62],palceholder_just_ignore_the_embed:54,palmer:62,paper:[9,54,55,57,62,63,64],paraconvert:54,paragraph:63,parallel:[43,46,48,49,50,64],parallel_nn:[7,45,46],param:[7,9,13,22,29],param_attr:[9,10,32,39],param_config_proto:22,paramattr:[7,9,32,39],paramet:[2,3,5,8,10,11,12,13,14,17,19,26,30,32,41,42,48,55,56,59,61,62,63,64],parameter_attribut:9,parameter_block_s:[45,46],parameter_block_size_for_spars:[45,46],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:41,parameters_:41,parameterset:16,parameterupdat:29,parametris:11,paramt:[49,54],paramutil:61,paraphras:64,paraphrase_data:54,paraphrase_model:54,paraspars:41,parent:41,pars:[5,13,17,48,49,55,61,62],parse_config:[5,55],parser:61,part:[3,8,32,39,40,41,43,55,59,61,62,63,64],parti:[43,61],partial:[9,55],partial_sum:9,participl:54,particular:43,partit:[18,20,49],pass:[3,9,13,15,18,29,30,32,40,41,43,44,46,49,50,55,56,59,61,62,63,64],pass_id:15,pass_idx:30,pass_test:55,passtyp:41,password:44,past:[16,34,49],patch:25,path:[2,3,8,9,13,15,18,21,22,24,30,32,33,44,46,48,49,50,54,56,57,59,62,63,64],pattern:[13,18,27,32,49,63],paul:62,paus:18,pave:64,pdf:[9,10],pem:[16,20,49],pend:[18,21],penn:62,per:[8,9,13,18,22,30,46,56,59],perfom:[46,48],perform:[2,9,10,22,29,32,39,41,42,44,45,55,56,59,63,64],period:[2,18,46,59,61,62,63,64],perl:[63,64],permiss:49,peroid:9,persist:49,persistentvolum:49,persistentvolumeclaim:49,person:[8,16],perspect:43,perturb:41,pfs:[20,26],pfsclient:20,pfspath:26,pgp:49,phase:32,photo:56,pick:[3,49],pickl:61,pictur:59,piec:[9,10,32],pillow:[24,56],pip:[33,40,44,56,61],pipe:60,pipelin:62,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,41,43,44,57,64],placehold:[32,54],plai:[62,63],plain:[2,8,9,15,24,28],plan:[18,41],platform:[0,32,49],pleas:[3,5,7,9,10,11,16,18,21,22,23,30,33,34,35,39,40,41,49,54,56,59,61,62],plot:[16,56],plotcurv:56,plu:9,png:[56,57],pnpairvalidationlay:46,pnpairvalidationpredict_fil:45,pod:[20,24,49,50],pod_nam:49,point:[18,24,32,43],pointer:22,polar:[13,63],polici:49,polit:63,poll:63,poo:56,pool3:41,pool:[3,10,14,56,59,61],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,59],pooling_typ:[9,59],poolingtyp:12,popul:22,popular:[32,57],port:[17,34,44,45,46,49,50],port_num:45,ports_num:46,ports_num_for_spars:[45,46,48],pos:[61,63],pose:18,posit:[3,8,9,13,59,62,63,64],positive_label:8,possibl:[16,21,43,55],post1:33,post:[24,25],potenti:43,power:[59,64],practic:[9,32,39,41],pre:[3,9,10,13,16,22,34,49,50,54,56,62,63,64],pre_dictandmodel:54,precis:[8,33],precision_evalu:8,pred:[59,62],predefin:63,predetermin:[9,46,64],predic:[13,62],predicate_dict:62,predicate_dict_fil:62,predicate_slot:62,predict:[3,4,8,9,11,15,32,39,44,46,54,59,64],predict_fil:46,predict_output_dir:[45,46,59],predict_sampl:5,predicted_label_id:59,prediction1:15,prediction2:15,predictor:61,predin:56,prefer:63,prefetch:41,prefix:[8,18,20,49],pregrad:41,preinstal:33,premodel:54,prepar:[5,24,29,39,51,59],preprcess:63,preprocess:[13,44,50,63],prerequisit:33,present:[16,40,57,62,64],preserv:26,pretti:32,prev_batch_st:[45,46],prevent:[2,11,16,18,21],previou:[9,10,18,26,41,46,49,62,64],previous:[9,50,57],price:[13,32],primarili:63,principl:16,print:[7,15,16,32,46,54,59,61,62,63,64],printallstatu:43,printer:8,printstatu:43,prite:8,privat:[28,40],privileg:49,prob:[8,15,55],probabilist:[9,54],probability_of_label_0:59,probability_of_label_1:59,probabl:[8,9,15,39,57,59,62],problem:[5,9,11,16,17,40,59,62,63],proc:34,proc_from_raw_data:59,proce:[13,18,30,49],procedur:[54,62,64],proceed:[9,62],process:[2,3,5,7,9,10,13,16,20,21,32,34,39,44,46,48,49,50,54,56,57,59,61,62,63,64],process_num:13,process_pr:59,processdata:[56,57],processor:43,prod:[34,40],produc:[10,13,18,30,34,57,59],product:[0,24,34,40,41,49,59,63],productgraph:50,profil:[26,33],proflier:43,program:[2,13,16,20,22,30,34,40,43,44,46],programm:60,progress:[18,21,46],proivid:3,proj:9,project:[9,10,24,28,33,39,41,61],promis:[9,10],prompt:26,prone:16,prop:62,propag:[11,46,48],properli:59,properti:[3,46],propos:64,proposit:62,protect:41,proto:12,protobuf:[24,33],protocol:[8,46],prove:59,proven:64,provid:[0,9,13,16,22,24,32,34,43,44,49,54,55,56,57,60,63],providermemory_threshold_on_load_data:45,provis:49,provod:3,prune:9,ps_desir:18,pserver:[22,23,24,44,45,46,49],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[45,46],pserver_spec:15,pserverstart_pserv:45,pseudo:[16,24],psize:41,ptr:28,pull:[31,34,54,64],punctuat:63,purchas:59,purpos:[0,18,43],push_back:41,put:[18,34,41,44,50,59],pvc:49,pwd:[34,40],py_paddl:[5,13,55],pydataprovid:[2,3,59],pydataprovider2:[4,5,32,59,61,63],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,27,29,31,32,33,39,40,44,54,55,56,62,63,64],pythonpath:56,pzo:63,qualifi:33,qualiti:59,queri:[9,49,64],question:[9,16,49,62],quick:[46,50,58,64],quick_start:[24,49,50,51,59],quick_start_data:50,quickli:32,quickstart:50,quit:43,quot:60,r_t:9,rais:13,ramnath:63,ran:43,rand:[43,46,48,55,62],random:[3,7,9,13,20,29,30,32,46,55,56,62],random_imag:20,randomli:63,randomnumberse:45,rang:[3,9,13,20,30,46,48,56,60,62],rank:[9,16,49,57,59],rare:3,rate:[7,8,11,13,22,41,44,56,59,61,63,64],rather:[5,24,49,63],ratio:46,raw:[9,32,59,63],raw_meta:61,rdma:[33,46],rdma_tcp:[45,46],reach:[18,43,62],read:[2,3,13,15,16,18,20,30,32,39,40,44,49,57,59,61],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,64],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,32,49,50,56],readm:[28,40,60,61,63],readonesamplefromfil:3,readwritemani:49,real:[3,30,32,55],realist:16,reason:[10,16,18,34,50],recal:8,receiv:[18,24],recent:64,reciev:46,recogn:56,recognit:[3,9,57,63],recommand:3,recommend:[2,10,16,34,39,41,44,46,61],recommonmark:33,recompil:43,record:[21,40,49,62],recordio:[16,20,21],recov:[18,32,55],recoveri:21,rectangular:9,rectifi:9,recurr:[62,63],recurrent_group:[10,39],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurrentlay:46,recurs:26,recv:49,reduc:[11,44,46,48],refactor:29,refer:[2,5,7,9,10,11,18,21,22,23,39,40,41,44,50,54,56,59,61,64],referenc:[9,21],reflect:21,regard:62,regardless:64,regex:61,region:[43,62],regist:[41,43],register_gpu_profil:43,register_lay:41,register_timer_info:43,registri:[24,34,50],regress:58,regular:[7,41,49,56,59,63],rel:[2,10,44],relat:[3,18,24,34,36,50,63],relationship:[13,32,55],releas:[31,33,34,36,49,60,62],relev:[62,64],reli:33,reliabl:18,relu:[9,41],remain:59,rememb:9,remot:[7,40,41,44,46,48,49],remoteparameterupdat:[23,46],remov:[13,26,40,44,46,63],renam:[26,64],reorgan:9,replac:[17,21,34,63],replicaset:24,report:[21,43,44],reportdataset:21,repositori:[9,40],repres:[3,5,9,13,21,39,41,49,56,59,60],represent:[9,22,59,63],reproduc:64,request:[18,31,49,50,54,64],requir:[2,8,9,16,18,22,24,26,41,44,49,50,55,56,59,61],res5_3_branch2c_bn:57,res5_3_branch2c_conv:57,res:62,research:[13,56,60,63],resembl:63,reserv:[3,26],reserveoutput:41,reset:[9,18],reshap:30,reshape_s:9,residu:57,resnet:58,resnet_101:57,resnet_152:57,resnet_50:57,resolv:[40,50],resourc:[34,49],respect:[3,32,39,41,46,56,57,62,64],respons:[9,29,49,50],rest:[3,9,24,25,32],restart:[18,22,49,50],restartpolici:[49,50],restrict:46,resu:30,result:[5,6,8,9,15,21,43,46,49,56,57,59,61,62,63],result_fil:8,retir:60,retran:49,retriev:[41,50],return_seq:10,reuqest:31,reus:[30,41],reveal:16,revers:[9,10,39,62,63],review:[13,40,50,59,63],reviews_electronics_5:50,revis:59,rewrit:[17,64],rgb:9,rgen:63,rho:11,rich:32,right:[3,9,17,24,57],rkt:24,rmsprop:59,rnn:[9,10,42,45,59,63],rnn_bias_attr:39,rnn_layer_attr:39,rnn_out:39,rnn_step:9,rnn_use_batch:[45,46],rnnlm:13,robot:56,role:[13,16,21,22,49,58,63],roman:63,romanc:60,root:[11,12,44,49,50],root_dir:44,rot:9,roughli:[3,55],routledg:63,row:[5,8,9,13,41,57],row_id:9,rpc:21,rpcserver:21,rsize:49,rtype:13,rule:[8,41,49],run:[16,18,24,34,40,41,42,43,46,49,51,52,54,56,57,59,61,63,64],runinitfunct:43,running_on_cloud:24,runtim:[2,3,33,34,44],s_param:55,s_recurrent_group:39,sacrif:2,safe:24,sai:[9,32,46,48],sake:41,sale:60,same:[3,5,8,9,10,16,21,22,39,44,48,49,54,59,61,62,63,64],samping_id:9,sampl:[3,5,8,13,44,46,48,54,55,57,59,61,62,63,64],sample_dim:55,sample_id:8,sample_num:8,santiago:63,satifi:8,satisfi:[44,49,59],save:[3,9,13,18,20,21,22,24,32,46,48,49,50,56,57,59,61,62,63,64],save_dir:[32,46,48,50,55,56,59,61,62,63,64],save_only_on:[45,46],saving_period:[45,46],saving_period_by_batch:[45,46,48,59],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,57,60],scalingproject:9,scan:21,scatter:9,scenario:[32,45],scene:45,schdule:49,schedul:[21,24,49,55],scheduler_factor:7,schema:54,scheme:[8,62],schmidhub:63,schwenk:64,sci:60,scienc:63,scientist:[0,60],score:[8,9,61,63,64],screen:61,scrip:59,script:[5,13,44,49,56,57,59,62,63,64],seaplane_s_000978:56,search:[9,18,33,39,46,62,64],seat:64,second:[3,9,13,16,26,30,32,34,44,54,57,59,60,63],secret:49,section:[3,39,41,44,49,59],sed:63,see:[3,5,9,10,16,18,32,34,40,43,49,54,55,57,59,61,63,64],seed:[43,46],seem:17,segment:8,segmentor:54,sel_fc:9,select:[9,40,49,60,64],selectiv:9,selector:50,self:[32,41,60,63],selfnorm:9,semant:[13,16,31,58,63],semat:16,sen_len:62,send:[18,22,46,49],sent:[16,22,50],sentenc:[3,9,13,39,59,62,63,64],sentiment:[3,32,58,59,62],sentiment_data:63,sentiment_net:63,sentimental_provid:3,separ:[3,8,22,46,54,59,60,61,62,64],seq:[9,13,61],seq_pool:9,seq_text_print:8,seq_to_seq_data:[54,64],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,54,64],seqtoseq_net:[9,54,64],sequel:3,sequenc:[3,6,8,9,10,12,13,41,54,59,61,62,63,64],sequence_conv_pool:59,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,39,59,62],seri:[10,63],serial:[3,15,21,29],serv:[34,43,49,55],server:[16,17,23,34,41,44,45],serverless:18,servic:[34,60],session:[34,43],set:[2,3,5,7,8,9,10,13,15,16,18,24,32,33,34,36,39,41,42,43,44,45,46,48,49,50,54,56,57,59,60,61,62,63,64],set_active_typ:41,set_default_parameter_nam:7,set_drop_r:41,set_input:9,set_siz:41,set_typ:41,setp:49,settup:41,setup:[3,34,41,59],sever:[3,8,9,29,44,48,49,58,59,61,62,63,64],sgd:[11,15,16,18,24,29,44,55,63,64],sgdasync_count:45,shallow:62,shape:[9,13,15,57],shard:[18,19,20,21,22,49],share:[9,17,28,29,33,34,43,46,50,62],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28],shell:[49,57],shift:57,ship:56,shold:63,shop:63,shorten:9,shorter:57,should:[3,5,7,8,9,13,15,16,22,24,29,30,32,36,39,40,44,49,56,59,61,62,63,64],should_be_fals:16,should_be_tru:16,should_shuffl:[3,62],show:[5,8,11,13,18,26,32,46,49,50,54,57,59,61,62,63,64],show_check_sparse_distribution_log:[45,46],show_layer_stat:[45,46],show_parameter_stats_period:[45,46,48,50,59,62,63,64],shown:[3,9,16,39,41,43,49,55,56,57,59,61,63,64],shrink:41,shuf:61,shuffl:[3,13,61,63],sid:49,side:[9,15,29,57],sig:49,sigint:44,sigmoid:[9,41],sigmoidactiv:10,sign:[25,49],signal:44,signatur:49,signific:43,similar:[9,30,49,59,61],similarli:[9,13,62],simpl:[2,3,6,8,9,10,13,15,33,34,40,43,46,59,61,62,63],simple_attent:39,simple_gru:[39,59],simple_lstm:[9,59],simple_rnn:[9,39],simpler:29,simplest:49,simpli:[2,9,16,22,33,34,39,43,54,57,61,63,64],simplifi:[16,41,50],simultan:49,sinc:[9,18,21,23,30,32,34,43,49,55,59,60,64],sincer:[40,63],singl:[3,8,10,13,18,34,41,44,50,57,59,62,64],sinlg:15,site:49,six:[54,62,64],size:[3,8,9,10,11,13,18,20,22,30,32,39,41,44,46,55,56,57,59,60,62,63,64],size_a:9,size_b:9,size_t:41,sizeof:54,skill:64,skip:[30,32,40,44,49,57],slide:[9,11,13,18],slightli:56,slope:9,slot:[61,62],slow:[3,43],small:[3,13,41,44,46,56,64],small_messag:[45,46],small_vgg:56,smaller:[9,18],smartli:9,smith:63,smooth:9,snap:50,snapshot:[19,49],snippet:[39,41,43,49,59],social:63,sock:24,sock_recv_buf_s:[45,46],sock_send_buf_s:[45,46],socket:46,softmax:[9,10,16,39,41,54,59,62,63],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:59,softwar:[34,43],solv:[16,62],solver:64,some:[3,7,9,13,15,16,17,21,22,24,32,33,40,41,43,45,46,48,49,55,59,60,61,62,63,64],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:[3,9],sometim:[11,30,43,63],somewhat:22,soon:18,sophist:[32,41,44],sort:[9,13,46,49,61,63,64],sourc:[0,9,13,17,26,28,30,32,34,39,40,49,50,54,59,61,64],source_dict_dim:39,source_language_word:39,space:[8,34,39,43],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,41,44,46,49,59],sparse_binary_vector:[3,13,59],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:41,sparseprefetchrowcpumatrix:41,spatial:[9,56],speak:[39,64],spec:[49,50],specfii:46,speci:56,special:[9,22,33,54,59,64],specif:[2,26,48,56,59,61],specifi:[2,3,8,9,13,16,21,22,24,26,32,33,39,41,46,49,55,56,57,59,60,61,63,64],speech:9,speed:[10,34],spefici:57,sphinx:[27,33,34],sphinx_rtd_them:33,split:[3,9,44,48,49,54,57,59,62],split_count:49,sql:2,squar:[9,11,12,32],squarerootnpool:9,squash:64,srand:46,src:[17,64],src_backward:39,src_embed:39,src_forward:39,src_root:5,src_word_id:39,srl:[13,62],ssd:9,ssh:[34,44,49,50],sshd:34,ssl:33,sstabl:16,stabl:[31,49],stack:[32,49,59,62],stacked_lstm_net:63,stacked_num:63,stackexchang:9,stage:[23,40,44],stake:64,stale:18,stamp:43,standard:[7,54,56,62,63,64],stanford:[13,50],star:60,start:[9,15,18,21,22,24,29,32,34,39,43,44,46,53,54,58,61,64],start_pass:[45,46],start_pserv:46,startup:[18,24,49],stat:[33,43,46,62,63,64],state:[9,10,18,32,39,46,50,55,62,64],state_act:[9,10],statement:[41,49],staticinput:[9,39],statist:[9,46,59,62,63,64],statset:43,statu:[24,40,43,49,50],status:50,std:[17,27,28,41,46],stderr:44,stdout:44,step:[5,9,10,12,18,22,29,34,39,40,41,43,44,49,50,59,61,62,63,64],still:[21,57],stmt1482205552000:49,stmt1482205746000:49,stochast:[11,18,21],stock:63,stop:[9,34,44,46,50,61],storag:[25,33,49,50,56],store:[8,9,13,29,41,44,46,49,50,54,56,57,59,61,62,63,64],str:[15,24,48],strategi:[3,12,18,46,62],street:[9,62],strength:55,strict:30,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,26,41,46,49,63],strip:[59,62],struct:[21,22,25,28],structur:[13,21,44,49,54,56,59,61,62,63,64],sts:49,stub:9,student:60,stuff:40,stun:3,style:[3,9,33,40],sub:[8,9,13,16,29,39,41,56,59,64],sub_sequ:[3,9],subcommand:26,subgradi:11,submit:[40,45,46,49],subnet0:49,subnet:[16,49],subobjectpath:50,subsequ:9,subsequenceinput:9,subset:[41,64],substanti:57,substitut:64,succe:63,succeed:[21,50],success:[22,49,50,57,62],successfulcr:50,successfuli:63,successfulli:[57,61,63],successor:[46,64],sucessfulli:64,sudo:[33,36,49,56],suffic:[30,32],suffici:46,suffix:[24,64],suggest:[9,17,43],suitabl:[40,46,56],sum:[9,11,19,39,41],summar:[59,63],sumpool:9,support:[7,8,9,12,13,18,24,29,30,33,34,36,39,40,41,43,46,49,62],suppos:[17,32,41,59],suppress:26,sure:[40,41,49,56,63],surpass:9,survei:63,swagger:25,swap_channel:57,swig:[5,23,27,28,33],swig_paddl:[5,13,55],symbol:[9,28],symlink:40,sync:[18,40,46,55],syncflag:41,synchron:[11,18,21,44,46,49],syntact:62,syntax:[30,61],synthect:32,synthes:55,synthet:32,sys:57,system:[17,18,22,25,33,34,44,50,59,62,63,64],t2b:54,tab:[34,59],tabl:[3,8,9,57,59,64],tableproject:9,tag:[8,13,34,39],tagtyp:8,take:[3,5,8,9,10,16,17,39,41,43,49,50,55,62,64],taken:[3,62],talk:22,tanh:[9,10,39,41],tanhactiv:10,taobao:63,tar:[33,49],tarbal:49,target:[9,13,15,17,39,40,54,59,64],target_dict_dim:39,target_dictionary_dim:9,target_language_embed:9,target_language_word:39,target_link_librari:17,targetinlink:9,task:[3,8,9,32,39,48,54,57,62,63,64],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:63,tcp:[46,49],teach:59,tear:43,technic:18,technician:60,techniqu:[39,41],tee:[50,56,62,63,64],tell:[18,21,22,34,43,61],tellig:63,templat:[50,62],tempor:[9,59,62],temporari:24,tensor:17,tensor_test:17,term:[9,10,18,62,63],termin:50,terminolog:32,tese:2,tesh:62,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,33,34,36,43,44,45,54,56,57,59,60,64],test_all_data_in_one_period:[50,56,61,62,63],test_data:64,test_fcgrad:41,test_gpuprofil:43,test_layergrad:41,test_list:[3,32,56,59],test_part_000:63,test_pass:[45,46,48,64],test_period:[45,46,48],test_ratio:61,test_wait:[45,46],testa:16,testb:16,testbilinearfwdbwd:43,testconfig:41,tester:[61,64],testfcgrad:41,testfclay:41,testlayergrad:41,testmodel_list:45,testq:16,testresult:15,testsave_dir:45,testutil:41,text1:26,text:[2,3,8,10,13,16,34,49,54,58,59,61,63],text_conv:59,text_conv_pool:61,text_fil:[13,63],tflop:43,tgz:[13,33],than:[3,5,7,8,9,10,18,24,33,34,39,41,44,49,57,62,63,64],thank:[0,54,64],thei:[3,16,17,18,22,26,32,34,39,41,43,44,45,49,57,63],them:[2,3,10,16,18,24,30,32,34,43,45,46,49,56,57,59,61,63,64],theori:43,therefor:33,therein:9,therun:57,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,32,33,34,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],thing:[3,32,40,43,61,62],think:[16,17],third:[9,18,43,57,63],third_parti:9,those:[17,18,57,62],thought:[17,43],thread:[41,43,46,48,61,62,63,64],thread_local_rand_use_global_se:[45,46],threadid:48,threadloc:43,three:[3,8,9,18,29,30,32,46,55,57,63,64],threshold:[7,8,18,21,46,63],thriller:60,through:[5,9,18,21,23,39,41,43,44,54,55,56,63,64],throughout:59,throughput:43,thu:[3,9,32,41,49,64],tier:50,tight:33,time:[3,9,10,12,13,16,17,18,21,30,32,39,43,46,48,50,59,60,62,63,64],timelin:[9,43],timeo:49,timeout:[18,21],timer:33,timestamp:[9,19,60],timestep:[3,9],titil:61,titl:[13,60,61],tls:25,tmall:63,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21],toend:9,togeth:[3,9,10,13,15,39],token:[8,9,16,39,54,63,64],too:[13,34,36],tool:[34,39,40,49,63],toolchain:33,toolkit:[33,36],top:[8,57,62],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,56],total:[15,18,30,43,44,50,54,64],total_pass:30,touch:63,tourism:63,tourist:64,toward:32,tra:64,track:[18,21,40],tractabl:9,tradesman:60,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,29,39,41,42,43,45,51,52,57],train_conf:[54,64],train_config_dir:49,train_data:64,train_id:49,train_list:[3,32,56,57,59],train_part_000:63,trainabl:9,traindot_period:45,trainer:[3,5,16,19,20,21,23,29,32,41,44,46,48,55,59,62,63,64],trainer_config:[2,3,32,44,49,50,59,61,63],trainer_config_help:[3,32,41,56,59],trainer_count:[45,46,48,49,50,61,62,63,64],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[46,49],trainer_mem:24,trainer_packag:24,trainerintern:[59,61,64],training_machin:55,trainingtest_period:45,trainonedatabatch:55,tran:[41,46],trane:3,transact:[18,21,63],transfer:[2,3],transform:[9,39,41,55,56,59,62],transform_param_attr:10,translat:[9,10,32,54,61,63,64],transpar:44,transport:46,transpos:[9,41,55],transposedfullmatrixproject:9,travel:3,travi:[33,40],treat:[9,22],treatment:22,tree:[9,46,64],trg:64,trg_embed:39,triain:2,tricki:27,trigger:29,trivial:3,trn:59,truck:56,true_imag:30,true_label:30,true_read:30,truth:[8,9,59,64],tst:59,tune:[7,42,59,61,64],tuninglog_barrier_abstract:45,tupl:[3,9,13,15,30],ture:9,turn:[9,30,55],tutori:[34,39,40,41,43,44,49,50,51,52,57,59],tweet:63,twelv:64,twitter:63,two:[2,3,8,9,10,16,22,23,24,26,30,32,34,39,43,44,48,49,54,55,56,57,59,61,62,63,64],txt:[3,17,24,26,41,44,49,59,61,63],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,30,32,34,39,41,46,48,49,50,56,57,59,61,62],typedef:[22,27,28],typic:[5,8,34,43,63],ubuntu:[31,36],ubyt:30,uci:13,ufldl:9,uid:50,uint32:25,uint64:27,uint64_t:27,unawar:22,unbalanc:46,unbound:39,unconstrain:63,under:[21,32,33,34,49,60,63],underli:32,understand:[34,43,54,56,63],understand_senti:39,understudi:64,undeterminist:43,unemploi:60,unexist:62,unidirect:9,uniform:[7,9,13,20,30,46,55],uniqu:[16,18,24,46,49],unique_ptr:41,unit:[9,10,17,32,33,34,39,40,62],unittest:28,unittestcheckgrad_ep:45,univ:64,unix:44,unk:[54,64],unk_idx:[59,62],unknown:9,unlabel:63,unlik:[9,62,63,64],unseg:9,unsign:22,unsup:63,unsupbow:63,until:[18,22,44,49,62],untrack:40,unzip:61,updat:[7,9,18,21,22,25,29,33,40,41,44,46,48,63],update_equ:15,updatecallback:41,updatestack:49,upload:[18,24,25],upon:[0,62],upstream:40,uri:49,url:[13,36,63],urls_neg:63,urls_po:63,urls_unsup:63,usag:[2,3,8,9,10,13,15,29,32,43,54,55],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,29,32,33,34,35,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],use_global_stat:9,use_gpu:[9,45,46,48,50,55,56,57,59,61,62,63,64],use_jpeg:56,use_old_updat:[45,46],use_seq:[32,61],used:[2,3,5,8,9,10,11,12,13,15,16,18,23,29,30,32,35,36,39,41,43,44,45,46,48,49,54,56,57,59,61,62,63,64],useful:[2,3,9,10,39,41,48,59,62,63],usegpu:[41,55],useless:44,user:[2,3,7,9,10,13,15,16,20,21,24,26,30,32,34,44,45,46,49,57,59,62],user_id:61,user_info:13,user_nam:20,usercert:20,userid:60,userinfo:13,userkei:20,usernam:[20,40],uses:[3,18,29,39,40,41,46,49,56,57,59,61,64],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,26,30,32,34,39,40,41,43,46,48,49,50,54,55,56,57,59,62,63],usr:[33,44,46,49],usrdict:54,usrmodel:54,usual:[9,13,15,24,32,33,43,46,48,49,63],utf:54,util:[5,33,39,41,43,56,61,63],uuid:19,v28:9,valid:[30,49,57,63],valu:[3,5,7,8,9,11,12,13,15,18,29,32,39,41,46,48,49,55,56,57,62,63],value1:46,value2:46,value_evalu:8,value_rang:13,vanilla:39,vanish:63,vari:[43,49],variabl:[3,9,13,16,32,33,36,41,44,49,50,63],varianc:[9,57],variant:34,vector:[3,9,10,13,16,22,39,41,54,59,61,63,64],vectorenable_parallel_vector:45,verb:[13,62],verbos:26,veri:[3,9,12,21,29,39,43,56,59,63],verifi:41,versa:33,version:[9,10,24,26,31,33,34,36,41,43,44,45,46,49,50,54,56,60,62,63,64],versu:16,vertic:[9,57],vgg:[10,56],vgg_16_cifar:56,via:[18,30,33,40,43,44,49,59],vice:33,view:9,virtual:34,virtualenv:61,visibl:34,vision:56,visipedia:56,visual:[9,34,43],viterbi:62,voc_dim:59,vocab:63,volum:[34,50],volumemount:[49,50],volumn:49,voluntarili:60,vutbr:13,wai:[3,8,9,10,16,22,32,34,39,41,44,48,61,62,64],wait:[11,18,22,40,46],walk:[5,55],wall:62,want:[3,9,10,16,24,30,32,33,34,40,41,46,48,54,57,59,61,62,63],war:60,warn:[9,26],warp:[9,43],warpctc:9,warpctc_dir:9,watch:18,wbia:[49,57],web:34,websit:[56,59,62,63],wei:[62,63],weight:[8,9,10,11,39,41,46,48,56,57],weight_act:10,weightlist:41,weights_:41,weights_t:41,welcom:[17,61,63],well:[24,34,41,46,49,56,59],were:[8,17],west:49,western:60,wether:9,wget:33,what:[7,9,10,11,17,32,40,44,59,61],wheel:33,when:[2,3,7,8,9,13,15,17,18,21,22,24,26,29,36,39,40,41,43,46,48,49,50,54,55,56,62,63,64],whenev:61,where:[3,9,10,11,16,18,32,39,41,43,44,46,48,54,57,62,64],wherea:21,whether:[8,9,10,30,41,46,55,56,61,63,64],which:[0,2,3,5,7,8,9,10,11,13,16,18,20,21,22,24,29,30,32,36,39,40,41,43,44,46,48,49,55,56,57,59,60,61,62,63,64],whichev:55,whl:33,who:[54,57,60],whoever:22,whole:[3,8,13,27,28,49,50,59,60,61,64],whose:[3,9,13,18,39,61,62],why:[10,28],wide:62,width:[8,9,13,27,30,41,56,64],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,34,63],wise:9,with_avx:[34,40],with_avxcompil:33,with_coveragecompil:33,with_doccompil:33,with_doubl:41,with_doublecompil:33,with_dsocompil:33,with_gpu:[34,40],with_gpucompil:33,with_profil:43,with_profilercompil:33,with_pythoncompil:33,with_rdmacompil:33,with_style_check:40,with_style_checkcompil:33,with_swig_pycompil:33,with_test:[34,40],with_testingcompil:33,with_tim:43,with_timercompil:33,within:[9,21,32],without:[8,9,18,22,30,44,63],wmt14:[39,64],wmt14_data:64,wmt14_model:64,wmt:64,wmt_shrinked_data:13,woboq:34,won:[43,57],wonder:3,word2vec:24,word:[3,8,9,13,39,48,58,61,62,63,64],word_dict:[59,62],word_dim:59,word_id:3,word_idx:13,word_slot:62,word_vector:59,word_vector_dim:[9,39,54],words_freq_sort:13,work:[3,5,13,16,17,18,30,33,39,40,41,43,44,46,49,50,59,61],worker:49,workercount:49,workflow:[34,40,49],workspac:[34,46,61],worri:32,wors:55,would:[15,17,18,29,30,34,44,49,55,59,62],wrap:62,wrapper:[10,17,43],writ:61,write:[3,13,16,18,30,34,40,42,44,49,56,61,62,64],write_lock:19,writelin:32,writer:[16,60],written:[61,63],wrong:[3,30],wsize:49,wsj:62,www:[9,13,56,64],x64:33,x_1:9,x_n:9,xarg:[8,41],xgbe0:46,xgbe1:46,xiaojun:63,xmap_read:13,xrang:[30,32,41],xxbow:63,xxx:[16,57,64],xxxx:19,xxxxxxxxx:49,xxxxxxxxxx:49,xxxxxxxxxxxxx:49,xxxxxxxxxxxxxxxxxxx:49,xzf:33,y_predict:32,yaml:[49,61],yancey1989:24,yann:13,yapf:40,year:60,yeild:[15,56],yield:[3,13,16,20,30,32,59,61,62,63],you:[2,3,5,7,9,10,24,32,33,34,36,39,40,41,43,44,46,48,49,54,55,56,57,59,61,62,63,64],your:[3,9,16,17,24,26,33,34,40,41,43,44,48,49,59,63],your_access_key_id:49,your_paddle_source_dir:9,your_secrete_access_kei:49,your_source_root:28,yourself:9,yum:33,yuyang18:[9,10,13],zachari:63,zeng:63,zero:[3,7,9,11,13,18,29,41,46,49,59],zhidao:54,zhou:[62,63],zip:[13,60],zone:49,zxvf:49},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":48,"class":[29,41],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,54],"new":41,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:49,Abs:6,DNS:49,EFS:49,For:50,KMS:49,The:[22,29],Use:[48,50],Using:[22,34,40],With:[24,34],about:0,access:49,account:49,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:49,address:49,addto:9,adversari:55,aggreg:9,aggregatelevel:9,algorithm:[18,59],analysi:63,api:[1,4,28,34],appendix:59,applic:4,approach:43,architectur:[39,59],argument:[26,30,45,48,59],asset:49,associ:49,async:46,attent:39,attribut:7,auc:8,avg:12,aws:49,background:32,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:63,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:64,block_expand:9,book:34,branch:40,brelu:6,bucket:49,build:[33,35,40,50],built:43,cach:3,capi:28,capi_priv:28,cento:33,check:[9,41,44],checkpoint:[18,19],chines:54,choos:49,chunk:8,cifar:13,classif:[8,56],classification_error:8,classification_error_print:8,client:22,clone:40,cloudform:49,cluster:[23,44,48,49],cmake:17,code:[24,40],column_sum:8,command:[47,48,59,64],commit:[40,50],common:46,commun:46,compos:30,concat:9,concept:49,config:[4,48,61,62],configur:[14,39,42,44,49,59,61],conll05:13,connect:9,contain:[34,50],content:[28,43,49],context_project:9,contribut:40,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[56,59],core:49,cos_sim:9,cost:9,cpu:[34,48],creat:[30,40,49,50],creation:21,creator:30,credenti:49,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:60,data:[9,13,18,30,32,49,50,54,55,56,59,61,62,63,64],datafeed:13,dataprovid:[3,4,46],dataset:[13,18,21,60,61,64],datatyp:13,date:40,debian:36,decayedadagrad:11,decor:30,defin:[49,59,63,64],delet:[40,49],delv:56,demo:49,depend:33,deploi:24,deriv:41,descript:[26,46,55,60,62],design:[16,18,21,22,23,29,30],destroi:49,detail:[46,56],develop:[34,40,42],devic:48,dictionari:[30,54],differ:48,directori:49,dispatch:[18,21],distribut:[16,18,24,44,46,49],doc:[16,18,21,22,23,29,30],docker:[24,34,50],document:[34,53],dotmul_oper:9,dotmul_project:9,down:49,download:[33,49,50,54,57,61,64],dropout:9,dylib:28,dynam:18,ec2:49,elast:49,embed:[9,54,59],entri:30,environ:24,eos:9,equat:41,evalu:[8,32,61],evalutaion:64,event:[15,16],exampl:[16,17,28,54,55],exercis:56,exp:6,expand:9,expandlevel:9,extern:49,extract:[54,57,61,64],fault:18,featur:[57,60,61,62],field:61,file:[49,50,59,60,61],find:49,first_seq:9,fork:40,format:[18,59],from:[16,33,35],full_matrix_project:9,fulli:9,gan:55,gate:39,gener:[39,55,64],get:[37,50],get_output:9,github:40,gpu:[34,43,46,48],gradient:[22,41],gradient_print:8,group:[9,49],gru:[10,46],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:36,hand:43,handler:[16,27],hook:40,how:[30,42,43],hsigmoid:9,huber_cost:9,iam:49,ident:6,identity_project:9,imag:[9,10,24,34,50,56],imagenet:57,imdb:[13,63],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,41,55],infer:[15,59],info:57,ingredi:16,ingress:25,init_hook:3,initi:[22,48,49],input_typ:3,inspect:49,instal:[33,35,36,49,59],instanc:49,integr:49,interfac:[13,18,22,23,30,57],interpol:9,introduct:[2,54,57,63,64],isn:30,issu:40,job:[18,24,44,49,50],join:9,keep:40,kei:49,kill:44,kube:49,kubectl:49,kubernet:[24,49,50],label:62,lambda_cost:9,last_seq:9,launch:44,layer:[9,16,41,48],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[47,59],linear:[6,32],linear_comb:9,list:[19,30],local:[40,48,49],log:[6,59],logic:21,logist:59,lstm:[10,46,62,63],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,matrix:46,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:61,mini:30,minibatch:13,misc:9,mix:[9,48],mnist:[13,55],model:[3,4,14,16,22,32,34,38,39,44,48,54,55,56,57,58,59,64],modifi:50,momentum:11,movi:[60,61],movielen:[13,60,61],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:49,nce:9,need:[30,43],network:[10,39,48,55,56,57,59,61,62],neural:[39,56,59,61,62],neuralnetwork:32,nlp:[10,46],non:3,norm:9,nvprof:43,nvvp:43,object:[18,61],observ:[54,57],onli:[30,34],optim:[11,18,22,42,59],option:[26,33,54],order:26,origin:40,outlin:45,output:[44,49],overview:59,packag:36,pad:9,paddl:[30,31,50],paddlejob:24,paddlepaddl:[16,34,35,49,53,54,64],pair:49,parallel_nn:48,paramet:[7,9,15,16,18,22,23,24,29,46,47,49,54,57],paraphras:54,partit:22,pass:48,path:26,perform:[43,46],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:49,pool:[9,12],power:9,pre:40,precision_recal:8,predict:[5,56,57,61,62,63],prefetch:30,prelu:9,prepar:[32,44,49,54,55,56,61,63,64],preprocess:[54,56,59,61,64],prerequisit:44,pretrain:[54,64],print:8,privat:49,problem:32,process:[18,22,24],profil:43,project:17,provid:[3,30,59,61,62],pull:40,push:40,pydataprovider2:3,python:[5,24,30,34,41,57,59,61],queue:[18,21],quick:59,randomnumb:46,rank:8,rank_cost:9,rat:61,rate:60,reader:[13,16,30],recoveri:18,recurr:[9,10,39,59],recurrent_group:9,refer:[3,43,62,63],region:49,regress:[32,59,61],regular:22,relu:6,remot:23,render:49,repeat:9,request:40,requir:[17,33,40],reshap:9,resnet:57,result:[44,50,64],retri:21,revis:54,rmsprop:11,rnn:[38,39,46],role:62,rotat:9,route53:49,row_conv:9,run:[44,50,62],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:50,secur:49,select:22,selective_fc:9,semant:62,sentiment:[13,63],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:39,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,46,49],servic:49,set:47,setup:[33,49],sgd:46,share:16,shuffl:30,sigmoid:6,simpl:[32,39],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[33,35],span:33,spars:[22,23,48],specifi:[48,54],split:61,spp:9,squar:6,squarerootn:12,stack:63,standard:59,stanh:6,start:[16,37,40,49,50,59],startup:50,store:18,structur:55,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:59,synopsi:26,system:49,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:49,templat:49,tensor:9,test:[40,41,46,48,61,62,63],text:64,text_conv_pool:10,timer:43,tip:43,todo:[19,20],toi:55,toler:18,tool:43,train:[15,16,18,23,24,30,32,34,44,46,48,49,50,54,55,56,59,61,62,63,64],trainer:[15,18,22,24,49,61],tran:9,trans_full_matrix_project:9,transfer:59,tune:[43,46],tutori:[54,56,58,62,63,64],ubuntu:33,uci_h:13,unit:[41,46],updat:[16,23,49],usag:[30,34,42],use:30,user:[18,54,60,61,63,64],util:8,value_print:8,vector:46,verifi:49,vgg_16_network:10,visual:57,volum:49,vpc:49,warp_ctc:9,what:43,why:[30,43],wmt14:13,word:[54,59],work:34,workflow:64,workspac:44,wrapper:41,write:[41,59],yaml:50,zoo:[57,58]}})
\ No newline at end of file
diff --git a/develop/doc_cn/api/v2/config/layer.html b/develop/doc_cn/api/v2/config/layer.html
index 0ccb2966ec7a9ce07a5970adf52e5708e0132016..c4a668e6a911c99fe26091bf81be08d871fe759d 100644
--- a/develop/doc_cn/api/v2/config/layer.html
+++ b/develop/doc_cn/api/v2/config/layer.html
@@ -2015,13 +2015,14 @@ Inputs can be list of paddle.v2.config_base.Layer or list of projection.
Output: [a1, b1, a2, b2, ..., an, bn]
+Output: [a1, ..., am, b1, ..., bn]
+Note that the above computation is for one sample. Multiple samples are +processed in one batch.
The example usage is:
concat = seq_concat(a=layer1, b=layer2)
paddle.v2.layer.repeatA layer for repeating the input for num_repeats times. This is equivalent -to apply concat() with num_repeats same input.
-A layer for repeating the input for num_repeats times.
+If as_row_vector: +.. math:
+y = [x_1,\cdots, x_n, \cdots, x_1, \cdots, x_n]
+If not as_row_vector: +.. math:
+y = [x_1,\cdots, x_1, \cdots, x_n, \cdots, x_n]
+The example usage is:
expand = repeat(input=layer, num_repeats=4)
Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":59,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":72,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":63,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":69,"\u4e0b\u8f7d\u6570\u636e":58,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e2d\u6587\u5b57\u5178":63,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":63,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":51,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":51,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[63,65],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":47,"\u4efb\u52a1\u7b80\u4ecb":33,"\u4f18\u5316\u7b97\u6cd5":67,"\u4f7f\u7528":[47,58],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":56,"\u4f7f\u7528\u6982\u8ff0":67,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":56,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":59,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":63,"\u4f7f\u7528\u8bf4\u660e":50,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":72,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":72,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":47,"\u4fee\u6539\u542f\u52a8\u811a\u672c":58,"\u4fee\u6539\u6587\u6863":49,"\u514b\u9686":47,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":51,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":48,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[40,41],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":52,"\u51c6\u5907\u6570\u636e":[33,69],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":59,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":52,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":32,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":32,"\u5206\u5272\u8bad\u7ec3":69,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u521b\u5efa\u672c\u5730\u5206\u652f":47,"\u521b\u5efajob":59,"\u521b\u5efapaddl":58,"\u5220\u9664\u672c\u5730\u5206\u652f":47,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":47,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":32,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":47,"\u5236\u4f5c\u955c\u50cf":59,"\u5236\u4f5cdocker\u955c\u50cf":58,"\u524d\u63d0\u6761\u4ef6":52,"\u52a0\u8f7dpaddlepaddl":38,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":32,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":54,"\u5355\u53cc\u5c42rnn":43,"\u5377\u79ef\u6a21\u578b":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":65,"\u53c2\u6570\u5185\u5b58":32,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":54,"\u53c2\u6570\u6982\u8ff0":53,"\u53c2\u6570\u8bfb\u53d6":65,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[25,71],"\u53c2\u8003\u8d44\u6599":51,"\u53cc\u5411lstm":71,"\u53cc\u5c42rnn":43,"\u53cc\u5c42rnn\u4ecb\u7ecd":45,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":45,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":37,"\u53ef\u9009\u529f\u80fd":63,"\u540d\u8bcd\u89e3\u91ca":25,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":67,"\u5411\u91cf":54,"\u542f\u52a8\u4efb\u52a1":59,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":52,"\u547d\u4ee4\u884c\u53c2\u6570":67,"\u548c":42,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":64,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":56,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":63,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":38,"\u57fa\u672c\u539f\u7406":45,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":32,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":32,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":32,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":32,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":32,"\u5982\u4f55\u66f4\u65b0www":49,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u8d21\u732e":49,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":47,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":32,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":43,"\u5b50\u5e8f\u5217\u95f4\u6709memori":43,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":69,"\u5b89\u88c5":[37,67],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":36,"\u5b89\u88c5\u6d41\u7a0b":36,"\u5b89\u88c5kubectl":57,"\u5b8c\u6574\u6559\u7a0b":66,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":48,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":48,"\u5b9e\u73b0python\u5c01\u88c5":48,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":56,"\u5c0f\u7ed3":3,"\u5de5\u5177":51,"\u5e38\u7528\u6a21\u578b":66,"\u5e76\u5b8c\u6210":47,"\u5efa\u7acb":47,"\u5f00\u53d1\u6807\u51c6":50,"\u5f00\u59cb\u5f00\u53d1":47,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":54,"\u5f15\u7528":70,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":67,"\u6027\u80fd\u4f18\u5316":50,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":51,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":51,"\u6027\u80fd\u8c03\u4f18":54,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":67,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":71,"\u6216\u8005\u662f":32,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":32,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":65,"\u63a8\u5bfc\u65b9\u7a0b":48,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":47,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":47,"\u63d0\u4ea4\u955c\u50cf":58,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":69,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":38,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":42,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[64,69,72],"\u6570\u636e\u63cf\u8ff0":70,"\u6570\u636e\u63d0\u4f9b":70,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":69,"\u6570\u636e\u652f\u6301":54,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":67,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":63,"\u6570\u636e\u96c6\u7279\u5f81":68,"\u6570\u636e\u9884\u5904\u7406":72,"\u6570\u6910\u4ecb\u7ecd":71,"\u6570\u6910\u51c6\u5907":71,"\u6574\u4f53\u65b9\u6848":59,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":72,"\u6587\u672c\u751f\u6210\u6559\u7a0b":72,"\u6587\u6863":[35,62],"\u65b0\u624b\u5165\u95e8":39,"\u65f6\u5e8f\u6a21\u578b":67,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":43,"\u65f6\u95f4\u6b65":43,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":56,"\u672c\u5730\u8bad\u7ec3":56,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":47,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":40,"\u6784\u5efaraspberri":41,"\u67b6\u6784\u56fe":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":58,"\u67e5\u770b\u8f93\u51fa":59,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":25,"\u6848\u4f8b\u4e00":56,"\u6848\u4f8b\u4e8c":56,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":52,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":52,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[42,45],"\u6a21\u5757":25,"\u6a21\u578b":65,"\u6a21\u578b\u4e0b\u8f7d":65,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":33,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":67,"\u6a21\u578b\u8bad\u7ec3":[64,72],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":69,"\u6a21\u578b\u914d\u7f6e":[43,50],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":43,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[54,70],"\u6d4b\u8bd5\u6587\u4ef6":69,"\u6d4b\u8bd5\u6a21\u578b":71,"\u7279\u5f81":70,"\u7279\u5f81\u63d0\u53d6":65,"\u751f\u6210\u5e8f\u5217":46,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":68,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":72,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":71,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":68,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u76f8\u5173\u6982\u5ff5":45,"\u77e9\u9635":54,"\u793a\u4f8b1":43,"\u793a\u4f8b2":43,"\u793a\u4f8b3":43,"\u793a\u4f8b4":43,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":32,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":69,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":70,"\u7a00\u758f\u8bad\u7ec3":56,"\u7b26\u53f7":27,"\u7b80\u4ecb":[57,72],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u7c7b":[27,48],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":38,"\u7ec3\u4e60":64,"\u7ec6\u8282\u63a2\u7a76":64,"\u7ec6\u8282\u63cf\u8ff0":54,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":52,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":33,"\u7f16\u5199yaml\u6587\u4ef6":58,"\u7f16\u8bd1\u548c\u5b89\u88c5":[40,41],"\u7f16\u8bd1\u6d41\u7a0b":36,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":34,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":65,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":54,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u89c2\u6d4b\u8bcd\u5411\u91cf":63,"\u8bad\u7ec3":[54,69,70],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":69,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":32,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[33,38,67,71],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":32,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":55,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":68,"\u8bcd\u5411\u91cf\u6a21\u578b":67,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":63,"\u8bcd\u6c47\u8868":43,"\u8be6\u7ec6\u6559\u7a0b":51,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":70,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":43,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":45,"\u8f93\u5165\u4e0d\u7b49\u957f":43,"\u8f93\u5165\u793a\u4f8b":45,"\u8f93\u51fa":45,"\u8f93\u51fa\u65e5\u5fd7":67,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u8fd0\u884c\u5bb9\u5668":58,"\u8fd0\u884cdocker":32,"\u8fd0\u884cpaddlepaddl":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":[20,58],"\u8fdb\u9636\u6307\u5357":50,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":57,"\u901a\u7528":54,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":35,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":67,"\u9047\u5230":32,"\u90e8\u7f72kubernetes\u96c6\u7fa4":57,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":67,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[40,41],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u914d\u7f6e\u7f51\u7edc":38,"\u914d\u7f6ekubectl":57,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":57,"\u94a9\u5b50":47,"\u9644\u5f55":67,"\u968f\u673a\u6570":54,"\u96c6\u7fa4\u8bad\u7ec3":56,"\u975e\u6cd5\u6307\u4ee4":32,"\u9884\u5904\u7406":64,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":72,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":72,"\u9884\u6d4b":[64,65,67,70,71],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":72,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":43,"beam_search\u7684\u751f\u6210":43,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":34,"bleu\u8bc4\u4f30":72,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":34,"class":29,"cmake\u6e90\u7801\u7f16\u8bd1":32,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":34,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":25,"float":32,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":56,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":51,"gpu\u955c\u50cf\u51fa\u73b0":32,"group\u6559\u7a0b":45,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"kubernetes\u5355\u673a\u8bad\u7ec3":58,"meta\u6587\u4ef6":69,"meta\u914d\u7f6e\u6587\u4ef6":69,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":68,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":69,"org\u6587\u6863":49,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddle\u7248\u672c\u53f7\u4e3a0":32,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":35,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":34,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":35,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":41,"pod\u95f4\u901a\u4fe1":59,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":65,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":32,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":67,"return":30,"rnn\u76f8\u5173\u6a21\u578b":44,"rnn\u914d\u7f6e":46,"so\u627e\u4e0d\u5230":37,"ubuntu\u90e8\u7f72paddlepaddl":37,Abs:6,The:[22,29],Using:22,With:24,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,api:[1,4,28],applic:4,argument:[26,30],async:54,attent:46,attribut:7,auc:8,avg:12,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,becaus:32,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:32,bilinear_interp:9,bla:34,block_expand:9,book:35,brelu:6,cach:3,capi:28,capi_priv:28,check:9,checkpoint:[18,19],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:47,cluster:23,cmake:17,code:24,column_sum:8,commit:47,compos:30,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,28,32,42,51],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:32,creat:30,creation:21,creator:30,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[32,34],cudnn:34,cudnnavg:12,cudnnmax:12,custom:30,dat:68,data:[9,13,18,30],datafeed:13,dataprovid:[4,54],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:30,deploi:24,descript:26,design:[16,18,21,22,23,29,30],dictionari:30,dispatch:[18,21],distribut:[16,18,24],doc:[16,18,21,22,23,29,30],docker:24,dotmul_oper:9,dotmul_project:9,driver:32,dropout:9,dylib:28,dynam:18,embed:9,entri:30,environ:24,eos:9,evalu:8,event:[15,16],exampl:[16,17,28],except:32,exp:6,expand:[9,42],expandlevel:9,faq:32,fault:18,first_seq:[9,42],fork:47,format:18,from:16,full_matrix_project:9,fulli:9,gate:46,get_output:9,gpu:54,gradient:22,gradient_print:8,group:9,gru:[10,54],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,27],how:30,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:32,imag:[9,10,24],imagenet:65,imdb:[13,71],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30],infer:15,ingredi:16,ingress:25,init_hook:3,initi:22,input_typ:3,instruct:32,insuffici:32,interfac:[13,18,22,23,30],interpol:9,isn:30,issu:47,job:[18,24,58],join:9,kubernet:[24,57,58],lambda_cost:9,last_seq:[9,42],layer:[9,16],learnabl:9,libcudart:37,libcudnn:37,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,linear:6,linear_comb:9,linux_x86_64:32,list:[19,30],log:6,logic:21,lstm:[10,54,70,71],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,43,45],messag:32,mini:30,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,46,65],momentum:11,movi:68,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,nce:9,need:30,network:[10,46],neural:46,nlp:[10,54],norm:9,nvprof:51,nvvp:51,object:18,onli:30,optim:[11,18,22],option:26,order:26,pad:9,paddl:[30,31],paddlejob:24,paddlepaddl:[16,49,62],parallel_nn:56,paramet:[7,9,15,16,18,22,23,24,29],partit:22,path:26,perform:54,persist:21,pfsclient:[25,26],pfsserver:25,platform:32,pnpair:8,point:32,pool:[9,12,42],power:9,pre:47,precision_recal:8,prefetch:30,prelu:9,print:8,process:[18,22,24],project:17,protocol:32,provid:[3,30],pull:47,push:47,python:[24,30],queue:[18,21],rank:8,rank_cost:9,rate:68,reader:[13,16,30],recoveri:18,recurr:[9,10,45,46],recurrent_group:9,refer:3,regular:22,reject:32,relu:6,remot:23,repeat:9,request:47,requir:17,reshap:9,resnet:65,retri:21,rmsprop:11,rnn:[43,54],rotat:9,row_conv:9,runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:46,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,24],sgd:54,share:16,shuffl:30,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23],spp:9,squar:6,squarerootn:12,stack:71,stanh:6,start:16,store:18,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:32,synopsi:26,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:32,todo:[19,20],toler:18,too:32,train:[15,16,18,23,24,30],trainer:[15,18,22,24],tran:9,trans_full_matrix_project:9,tune:54,uci_h:13,updat:[16,23],usag:30,use:30,user:[18,68],util:8,value_print:8,version:32,vgg_16_network:10,warp_ctc:9,wheel:32,whl:32,why:30,wmt14:13,zoo:65}})
\ No newline at end of file
+Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":72,"0005\u4e58\u4ee5batch":64,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":71,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":71,"000\u4e2atxt\u6587\u4ef6":71,"000\u4f4d\u7528\u6237\u5bf94":68,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":65,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":68,"000\u90e8\u7535\u5f71\u76841":68,"00186201e":5,"00m":51,"01852v1":9,"03m":51,"0424m":51,"0473v3":10,"05d":64,"0630u":51,"06u":51,"0810u":51,"08823112e":5,"0957m":51,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":54,"0\u5c42\u5e8f\u5217":42,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":71,"0ab":9,"0b1":37,"0rc1":31,"0rc2":31,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":64,"10007_10":71,"10014_7":71,"100m":32,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":65,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":65,"101\u5c42\u7f51\u7edc\u6a21\u578b":65,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":64,"10\u6570\u636e\u96c6":64,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":64,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":64,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"10g":24,"1150u":51,"11\u5b9e\u73b0\u4e86c":28,"11e6":58,"12194102e":5,"124n":51,"128\u7ef4\u548c256\u7ef4":63,"13m":58,"1490u":51,"14\u4ee5\u4e0a":41,"14\u6570\u636e\u96c6":72,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":72,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":56,"152\u5c42\u7f51\u7edc\u6a21\u578b":65,"15501715e":5,"1550u":51,"15\u884c":43,"1636k":72,"16u":51,"173m":65,"173n":51,"1770u":51,"18\u5c81\u4ee5\u4e0b":68,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":58,"197u":51,"1\u7684\u5c42\u4e4b\u5916":56,"1\u7a00\u758f\u6570\u636e":48,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":56,"1\u9664\u4ee5batch":64,"1m\u6570\u636e\u96c6\u4e2d":69,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":69,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":64,"210u":51,"211839e770f7b538e2d8":10,"215n":51,"228u":51,"234m":65,"24\u5c81":68,"2520u":51,"25639710e":5,"25k":67,"2680u":51,"26\u884c":43,"27787406e":5,"279n":51,"27m":51,"285m":51,"2863m":51,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":51,"2977m":51,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":72,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":32,"2\u4e2a\u6d6e\u70b9\u6570":33,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":59,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":56,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":59,"2nd":9,"302n":51,"30u":51,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":63,"32777140e":5,"328n":51,"32\u7ef4":63,"32u":51,"32x32":13,"331n":51,"3320u":51,"34\u5c81":68,"35\u65f6":72,"36540484e":5,"36u":51,"3710m":51,"3768m":51,"387u":51,"38u":51,"3920u":51,"39u":51,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":72,"3\u53f7gpu":32,"4035m":51,"4090u":51,"4096mb":54,"4279m":51,"43630644e":5,"43u":51,"448a5b355b84":58,"44\u5c81":68,"4560u":51,"4563m":51,"45u":51,"4650u":51,"4726m":51,"473m":58,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":68,"4gb":54,"500\u4e2atxt\u6587\u4ef6":71,"500m":32,"50\u5c42":65,"50\u5c42\u7f51\u7edc\u6a21\u578b":65,"51111044e":5,"514u":51,"525n":51,"526u":51,"53018653e":5,"536u":51,"5460u":51,"5470u":51,"54u":51,"55\u5c81":68,"55g":72,"5690m":51,"573u":51,"578n":51,"5798m":51,"586u":51,"58s":58,"5969m":51,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":63,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":37,"6080u":51,"6082v4":9,"6140u":51,"6305m":51,"639u":51,"64\u5e73\u53f0\u4e3a\u4f8b":[40,41],"64\u73af\u5883":41,"64\u7ef4":63,"655u":51,"6780u":51,"6810u":51,"682u":51,"6970u":51,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":51,"6\u4e2a\u8282\u70b9":52,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":63,"704u":51,"70634608e":5,"7090u":51,"72296313e":5,"72u":51,"73u":51,"75u":51,"760u":51,"767u":51,"783n":51,"784u":51,"78m":51,"7\u7248\u672c\u5f00\u59cb":40,"7eamaa":13,"7kb":58,"8250u":51,"8300u":51,"830n":51,"849m":51,"85625684e":5,"861u":51,"864k":72,"8661m":51,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":63,"877\u884c":63,"892m":51,"901n":51,"90u":51,"918u":51,"9247m":51,"924n":51,"9261m":51,"93137714e":5,"9330m":51,"94u":51,"9530m":51,"96644767e":5,"983m":51,"988u":51,"997u":51,"99982715e":5,"99m":65,"99u":51,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":58,"\u0233":33,"\u03b5":33,"\u4e00":43,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":33,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":64,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":57,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":58,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":45,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":64,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":45,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":45,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":45,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":71,"\u4e00\u4e2a\u6216\u591a\u4e2a":57,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":32,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":51,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":35,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":42,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":42,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":71,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":35,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":48,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":48,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":48,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":32,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":54,"\u4e00\u4e2alabel":43,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":46,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":70,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":67,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":57,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u4eba":43,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":45,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":69,"\u4e00\u65e9":43,"\u4e00\u662fbatch":32,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":52,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":57,"\u4e00\u6b21\u6027\u676f\u5b50":43,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":33,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":40,"\u4e00\u7bc7\u8bba\u6587":72,"\u4e00\u7ea7\u76ee\u5f55":[71,72],"\u4e00\u81f4":[42,43],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e00\u822c\u4ece":47,"\u4e00\u822c\u5728paddlepaddle\u4e2d":43,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,33],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":32,"\u4e00\u822c\u6765\u8bf4":46,"\u4e00\u822c\u800c\u8a00":72,"\u4e00\u822c\u8868\u793a":43,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":67,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,38],"\u4e09\u7ea7\u76ee\u5f55":[71,72],"\u4e0a":47,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":70,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":71,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":43,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":59,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":40,"\u4e0a\u7f51":43,"\u4e0a\u8fd0\u884c":35,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":32,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":51,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":52,"\u4e0b":64,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":51,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":64,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":70,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":65,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":48,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":45,"\u4e0b\u6587\u4f7f\u7528":59,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":58,"\u4e0b\u6b21":43,"\u4e0b\u7684":59,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":41,"\u4e0b\u8868\u5c55\u793a\u4e86batch":65,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":58,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":37,"\u4e0b\u8f7d\u6570\u636e\u96c6":64,"\u4e0b\u8f7draspberri":41,"\u4e0b\u8f7dwmt":72,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":51,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":69,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":57,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":46,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":48,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":59,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":64,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":64,"\u4e0b\u9762\u662fcifar":64,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":48,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":65,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":65,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":48,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":38,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":33,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":42,"\u4e0d":43,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f1a\u518d\u4ece":32,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":48,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":72,"\u4e0d\u540c":70,"\u4e0d\u540c\u4e3b\u673a":57,"\u4e0d\u540c\u4ea7\u54c1":71,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":54,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":65,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":46,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":32,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":59,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,38],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":57,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":45,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":45,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":43,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":57,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5c11":43,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":45,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":72,"\u4e0d\u6307\u5b9a\u65f6":45,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":57,"\u4e0d\u652f\u6301":70,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,38],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":47,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":47,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":47,"\u4e0d\u8fc7":43,"\u4e0d\u8fdc":43,"\u4e0d\u9519":43,"\u4e0e":[59,63,72],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":43,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e0e\u5728":70,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":52,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":59,"\u4e0e\u7ffb\u8bd1":72,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":71,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":72,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":32,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":68,"\u4e0ejob":59,"\u4e0etime":68,"\u4e14":43,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":47,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,38],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":57,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":43,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":71,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":43,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":52,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":49,"\u4e24\u4e2a\u5d4c\u5957\u7684":45,"\u4e24\u4e2a\u64cd\u4f5c":51,"\u4e24\u4e2a\u6587\u4ef6\u5939":64,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":70,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":43,"\u4e24\u4e2a\u90e8\u5206":49,"\u4e24\u79cd\u7c7b\u522b":67,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":67,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":32,"\u4e2a\u5355\u8bcd":72,"\u4e2a\u6027\u5316\u63a8\u8350":[31,66],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":69,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":54,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":54,"\u4e2d":[27,28,32,48,59,64,67,69,70,71],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":47,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":63,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":72,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":72,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":43,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":40,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":41,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":67,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":72,"\u4e2d\u5305\u542bc":[40,41],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":47,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":47,"\u4e2d\u5b89\u88c5":52,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":71,"\u4e2d\u5b9a\u4e49":46,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":45,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":71,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":65,"\u4e2d\u6307\u5b9a":54,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":56,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":65,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":65,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":34,"\u4e2d\u6587\u6587\u6863":49,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":49,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":43,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":68,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":59,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":54,"\u4e2d\u7684":65,"\u4e2d\u7684\u4e00\u884c":[3,47],"\u4e2d\u7684\u5185\u5bb9":70,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":47,"\u4e2d\u7684\u63a5\u53e3":69,"\u4e2d\u7684\u6570\u636e":65,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":69,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":65,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":71,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":69,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":72,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":57,"\u4e2d\u7684\u7b2ci\u884c":72,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":68,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":71,"\u4e2d\u83b7\u53d6":59,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":52,"\u4e2d\u8bbe\u7f6e":52,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":52,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":48,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":32,"\u4e3a":[3,40,41,46],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":71,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":47,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":48,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":35,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":71,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":57,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":48,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":45,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":35,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":47,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":52,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":52,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[40,41],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":51,"\u4e3a\u4e86\u8fd8\u539f":33,"\u4e3a\u4f8b":67,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":52,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":67,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":32,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":51,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":63,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":52,"\u4e3a\u6b64":58,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":48,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":52,"\u4e3ajson\u6216yaml\u683c\u5f0f":69,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":48,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":54,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":38,"\u4e3b\u8981\u539f\u56e0":43,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":32,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":64,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":32,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":67,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":32,"\u4e3e\u4f8b":32,"\u4e3e\u4f8b\u8bf4\u660e":43,"\u4e4b\u524d":47,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":67,"\u4e4b\u540e":[33,38,48],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":52,"\u4e4b\u540e\u4f7f\u7528":48,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":48,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":48,"\u4e4b\u540e\u5b9a\u4e49\u7684":64,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":33,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":45,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u4e58\u9664\u7b49\u65f6\u5019":32,"\u4e5d\u4e2a":70,"\u4e5f":43,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":45,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":47,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":57,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":35,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":45,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":51,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":59,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":67,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":57,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[40,41],"\u4e5f\u5c31\u662f":47,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":67,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":47,"\u4e5f\u5c31\u662f\u8bf4":[54,56,63],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":69,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":59,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":51,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":57,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":45,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":32,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":67,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":64,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":43,"\u4e86":43,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":51,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":46,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":46,"\u4e8c\u7ea7\u76ee\u5f55":[71,72],"\u4e8c\u7ef4\u77e9\u9635":65,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":43,"\u4e8c\u8fdb\u5236":63,"\u4e92\u76f8\u901a\u4fe1":57,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":71,"\u4e94\u661f\u7ea7":43,"\u4e9a\u9a6c\u900a":71,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":41,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":40,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":40,"\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":40,"\u4ea4\u901a":43,"\u4ea4\u901a\u4fbf\u5229":43,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[40,41],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":35,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":69,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":71,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":69,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":69,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":71,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":48,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":48,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":59,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":40,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":57,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":67,"\u4ece":[31,51,70],"\u4ece0\u5230num":54,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":45,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":51,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":33,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":71,"\u4ece\u5927\u5230\u5c0f":72,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":70,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":43,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":67,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[40,41],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":72,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":71,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":72,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":48,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":33,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":67,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":72,"\u4ece\u8bed\u4e49\u4e0a\u770b":45,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":43,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":33,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":63,"\u4ececmake":40,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":54,"\u4ecetest":72,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":47,"\u4ed4\u7ec6\u89c2\u5bdf":65,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":43,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":43,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":65,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":59,"\u4ee3\u7801":69,"\u4ee3\u7801\u4e2d9":43,"\u4ee3\u7801\u5982\u4e0b":46,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":47,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":59,"\u4ee3\u8868\u7f16\u53f7":69,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":47,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":35,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":35,"\u4ee5\u4e0b":[20,69],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":46,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":68,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":35,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":47,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":67,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":52,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":63,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":52,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":35,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u4fbf\u7528\u6237":52,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":48,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":48,"\u4ee5\u5206\u7c7b\u6765\u81ea":71,"\u4ee5\u53ca":48,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":42,"\u4ee5\u53ca\u5728wmt":72,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":64,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":35,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":41,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":45,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":48,"\u4ee5\u53caandroid":40,"\u4ee5\u53caandroid\u6240\u9700":40,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":69,"\u4ee5\u53carelu":48,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[40,41],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[40,41],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":52,"\u4ee5\u9017\u53f7":63,"\u4ee5\u9017\u53f7\u95f4\u9694":54,"\u4ef7\u683c":43,"\u4efb\u52a1":69,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":52,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":71,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":48,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":59,"\u4f1a\u5171\u4eab\u53c2\u6570":32,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":54,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":43,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":59,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":49,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":32,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":45,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":45,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":32,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":45,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":45,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":48,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":47,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":72,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":59,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":45,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":47,"\u4f20\u5165":[3,20],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":32,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":54,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":48,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":54,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":43,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":43,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":33,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":45,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":34,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":43,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f":[32,43],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":35,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":52,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":53,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":43,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":35,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":47,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":34,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":56,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":32,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":72,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":71,"\u4f46\u662fbatch":32,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,38],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,38],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":43,"\u4f4f":43,"\u4f53\u88c1\u5b57\u5178":69,"\u4f53\u88c1\u5b57\u6bb5":69,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":69,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":69,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":43,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":46,"\u4f5c\u4e3a\u53c2\u6570\u7684id":32,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":45,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":68,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":33,"\u4f5c\u4e3a\u8f93\u51fa":46,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":52,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":43,"\u4f5c\u5bb6":68,"\u4f5c\u7528":42,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":65,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":67,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":63,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":65,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":35,"\u4f60\u53ea\u9700\u5b8c\u6210":52,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":67,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":72,"\u4f60\u53ef\u4ee5\u4f7f\u7528":65,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":71,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":52,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":52,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":69,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":69,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":56,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":65,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":65,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":69,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":63,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":65,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":65,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":72,"\u4f60\u5c06\u5728\u76ee\u5f55":71,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":69,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":52,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":52,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":48,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":56,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":48,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":69,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":48,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":67,"\u4f7f\u5f97":33,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":72,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":32,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":48,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":33,"\u4f7f\u7528":[28,31,32,35,43,45,46,48,51,54,67,70,71],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":56,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":56,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":65,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":56,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":56,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":48,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":32,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":58,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":32,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":70,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":37,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":63,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":71,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":32,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":32,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":64,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":63,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":46,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":59,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":58,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":32,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":55,"\u4f7f\u7528\u7684":32,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":40,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":54,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":45,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":65,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":54,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":54,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":72,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":70,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":64,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":43,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":48,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":71,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":63,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":54,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":56,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":56,"\u4f7f\u7528cpu\u8bad\u7ec3":71,"\u4f7f\u7528init":56,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":43,"\u4f7f\u7528max":64,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":43,"\u4f7f\u7528model":56,"\u4f7f\u7528paddlepaddl":67,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":64,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":54,"\u4f7f\u7528regress":31,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":64,"\u4f86":43,"\u4f8b\u5982":[3,20,27,28,31,32,34,38,43,46,48,51,52,53,54,56,59,65,67,69,71],"\u4f8b\u5982\u4e0a\u6587\u7684pod":57,"\u4f8b\u5982\u4e0a\u9762\u7684":33,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":52,"\u4f8b\u5982\u4f7f\u7528":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":43,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":43,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":43,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":32,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":64,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":57,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":59,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":48,"\u4f8b\u5982sigmoid\u53d8\u6362":67,"\u4f8b\u5b50\u4e2d\u662f":48,"\u4f8b\u5b50\u4e2d\u662f0":48,"\u4f8b\u5b50\u4e2d\u662f100":48,"\u4f8b\u5b50\u4e2d\u662f4096":48,"\u4f8b\u5b50\u4e2d\u662f8192":48,"\u4f8b\u5b50\u4e2d\u662ffc":48,"\u4f8b\u5b50\u4e2d\u662fsoftmax":48,"\u4f8b\u5b50\u4f7f\u7528":57,"\u4f9bpaddlepaddle\u52a0\u8f7d":54,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":71,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4f9d\u8d56\u4e8epython\u7684":64,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":57,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":57,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":35,"\u4fbf\u5229":43,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":43,"\u4fbf\u5b9c":43,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":54,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":72,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":54,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":54,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":65,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":47,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":52,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u4fee\u6539":[57,58],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":58,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":51,"\u4fee\u6539\u6587\u6863":50,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[43,47],"\u503c\u5f97\u6df1\u5165\u5206\u6790":51,"\u503c\u7c7b\u578b":56,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":32,"\u5047\u8bbe":48,"\u5047\u8bbe\u53d8\u91cf":33,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":35,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":48,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":63,"\u504f\u7f6e\u53c2\u6570":65,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":48,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":54,"\u505c\u7535":43,"\u50cf":35,"\u513f\u7ae5\u7247":68,"\u5143\u7d20":42,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":42,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":67,"\u5168\u5bb6":43,"\u5168\u8fde\u63a5\u5c42":[33,63,64,69],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":48,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":69,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":65,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":48,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":48,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":48,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":48,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":70,"\u516c\u5f0f":35,"\u516c\u94a5\u5199\u5165":52,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":70,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":70,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":59,"\u5171\u670932":63,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":64,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":43,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":47,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":38,"\u5173\u4e8eunbound":45,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":64,"\u5173\u952e\u8bcd\u5305\u62ec":47,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":64,"\u5176\u4e2d":[3,27,31,32,33,38,40,41,46,48,63,64,65],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":65,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":64,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":64,"\u5176\u4e2d\u5305\u542b6":68,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":64,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":71,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":70,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":72,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":67,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":42,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":72,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":72,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":72,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":65,"\u5176\u4e2dbeam":72,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":54,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":54,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u5176\u4ed6":68,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":35,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":72,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":32,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":32,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":67,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":56,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[40,41],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":46,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":48,"\u5176\u4f59\u884c\u662f":63,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":69,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":57,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":67,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":67,"\u5176\u5b83layer\u7684\u8f93\u51fa":45,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":32,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":57,"\u5176\u6b21":[3,43,67],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":70,"\u5176\u8bf4\u660e\u5982\u4e0b":43,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":72,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":46,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,32],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,48],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":45,"\u5177\u4f53\u5982\u4e0b":35,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":51,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":32,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":67,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":32,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":65,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28,47],"\u5177\u4f53\u8bf7\u89c1":47,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":43,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":71,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":46,"\u5185\u5b58":51,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":54,"\u5185\u5bb9":67,"\u5185\u5bb9\u5982\u4e0b":58,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":43,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":59,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":35,"\u5185\u90e8":59,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":69,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":43,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":43,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":43,"\u518d\u6307\u5b9a":34,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":48,"\u518d\u901a\u8fc7\u51fd\u6570":59,"\u5192\u9669\u7247":68,"\u5197\u4f59\u7b49\u529f\u80fd":57,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":72,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":48,"\u519c\u6c11":68,"\u51c6\u5907":43,"\u51c6\u5907\u597d\u6570\u636e":69,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":32,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":32,"\u51cf\u5c0fbatch":32,"\u51fa\u53bb\u73a9":43,"\u51fa\u5dee":43,"\u51fa\u6765":43,"\u51fa\u73b0":32,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":32,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":32,"\u51fd\u6570":[3,33,46,48,51,70,71],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":52,"\u51fd\u6570\u5047\u8bbe":46,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":51,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":45,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":48,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":48,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":45,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":48,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":51,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":48,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":48,"\u5206\u4e3a\u597d\u8bc4":67,"\u5206\u522b\u4e3a":63,"\u5206\u522b\u4e3atrain":72,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":45,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":43,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":72,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":45,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":33,"\u5206\u522b\u662f":42,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":46,"\u5206\u522b\u662fsentences\u548clabel":43,"\u5206\u522b\u662fwords\u548clabel":43,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":48,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":43,"\u5206\u5272":[68,70],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":69,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":57,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[31,47],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e0a":47,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":47,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d":47,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":40,"\u5206\u652f\u89c4\u8303":47,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":51,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":71,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":65,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":63,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":63,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":54,"\u5206\u9694":[63,69],"\u5206\u9694\u7b26\u4e3a":68,"\u5207\u6362\u5230":47,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":47,"\u5217\u8868":69,"\u5217\u8868\u5982\u4e0b":[3,38],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":48,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":70,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":54,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":54,"\u5219\u5148\u505a\u5d4c\u5165":69,"\u5219\u53ef\u4ee5\u50cf":52,"\u5219\u53ef\u8bbe\u7f6e":[40,41],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":67,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":54,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":51,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":54,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u8bbe\u7f6e\u6210":[40,41],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":32,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":57,"\u5219\u9700\u9009\u7528":41,"\u521b\u5efa\u4e00\u4e2akubernet":59,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":35,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":47,"\u521b\u5efa\u6210\u529f\u540e":59,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":72,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":48,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":48,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":54,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":63,"\u521d\u59cb\u5316\u7236\u7c7b":48,"\u521d\u59cb\u5316biases_":48,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":45,"\u5220\u9664":47,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":32,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":67,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":32,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":69,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":71,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":45,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":67,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":57,"\u5229\u843d":43,"\u522b\u4eba\u5e2e\u4e86\u5fd9":47,"\u5230":[19,32,46],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":52,"\u5230\u672c\u5730":47,"\u5230\u6b64":35,"\u5230\u76ee\u524d\u4e3a\u6b62":70,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":59,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":35,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":35,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":59,"\u5237\u7259":43,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":72,"\u524d\u53f0":43,"\u524d\u5411\u4f20\u64ad":48,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":48,"\u524d\u5411\u548c\u540e\u5411":48,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":47,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":48,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":67,"\u52a0\u5165":51,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":46,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":46,"\u52a0\u8f7d\u6570\u636e":70,"\u52a0\u8f7d\u6a21\u578b":70,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":72,"\u52a0\u8f7dtest":54,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"\u52a8\u4f5c\u7247":68,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":68,"\u52a8\u8bcd":70,"\u52a9\u624b":48,"\u5305\u542b12":71,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":63,"\u5305\u542b3\u4e2a\u5c5e\u6027":63,"\u5305\u542b50":71,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":35,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":32,"\u5305\u62ec":[20,54,67,70,72],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":68,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":32,"\u5305\u62ec\u6570\u636e\u8f93\u5165":33,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":34,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":38,"\u5305\u62ec\u7b80\u5355\u7684":67,"\u5305\u62ecbool":56,"\u5305\u62ecdocker\u955c\u50cf":36,"\u5305\u62eclinux":35,"\u5305\u662f\u6700\u65b0\u7684":32,"\u5305\u6bd4\u8f83\u8001":32,"\u5305\u7684\u65b9\u6cd5\u662f":32,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":43,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":43,"\u533b\u751f":68,"\u533b\u7597\u4fdd\u5065":68,"\u5341\u4e00":43,"\u5347\u5e8f\u6392\u5217":72,"\u534e\u6da6\u4e07\u5bb6":43,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":54,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":32,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":53,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":43,"\u5355\u53cc\u5c42rnn":44,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":33,"\u5355\u5c42":45,"\u5355\u5c42\u4e0d\u7b49\u957frnn":43,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":43,"\u5355\u5c42\u5e8f\u5217":42,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":42,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":42,"\u5355\u5c42\u6216\u53cc\u5c42":42,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u5355\u5c42rnn":[43,45],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":43,"\u5355\u673acpu\u8bad\u7ec3":32,"\u5355\u673agpu\u8bad\u7ec3":32,"\u5355\u6b65\u51fd\u6570":46,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":46,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":46,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":46,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":45,"\u5360\u4f4d\u7b26":63,"\u536b\u751f":43,"\u5373":[28,32,33,49,59,67,71],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":43,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":43,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":43,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":43,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":43,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":43,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":43,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":54,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":32,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":45,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":46,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":71,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":45,"\u5373\u53ef":[33,47],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":32,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":49,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":43,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":32,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,38],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":67,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":43,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":43,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":33,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":45,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":42,"\u5373\u6574\u6570\u6570\u7ec4":43,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":43,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":71,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":71,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":43,"\u5373\u7f51\u5361\u540d":59,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":32,"\u5373\u8bbe\u7f6e":32,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":32,"\u5373input":45,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":43,"\u5377\u79ef\u5c42":64,"\u5377\u79ef\u5c42\u6743\u91cd":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":64,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":67,"\u5378\u8f7dpaddlepaddle\u5305":32,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":43,"\u539f\u56e0":47,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":32,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":37,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":47,"\u53bb\u8fc7":43,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,27,48,53,59,63,65,71],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":32,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":70,"\u53c2\u6570\u5373\u53ef":71,"\u53c2\u6570\u540d":65,"\u53c2\u6570\u6570\u91cf":67,"\u53c2\u6570\u670d\u52a1\u5668":53,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":54,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":54,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":32,"\u53c2\u6570\u6982\u8ff0":55,"\u53c2\u6570\u7684\u89e3\u6790":59,"\u53c2\u6570\u7ef4\u5ea6":63,"\u53c2\u6570\u884c":63,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":43,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":46,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":47,"\u53c2\u8003":[25,27,57],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":51,"\u53c2\u8003\u6587\u732e":72,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":43,"\u53c2\u8003\u955c\u50cf\u7684":59,"\u53c8":43,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":42,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":32,"\u53ca":48,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":46,"\u53cc\u5411\u9a8c\u8bc1":25,"\u53cc\u5c42":45,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":43,"\u53cc\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":43,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":45,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":42,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":42,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":43,"\u53cc\u5c42rnn":45,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":43,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":43,"\u53cc\u8fdb\u5355\u51fa":45,"\u53cc\u8fdb\u53cc\u51fa":45,"\u53cd\u4e4b\u5219":70,"\u53cd\u5411\u4f20\u64ad":48,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u53d1\u5e03":35,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":32,"\u53d1\u884c\u548c\u7ef4\u62a4":47,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":54,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":34,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":34,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":34,"\u53d8\u6362\u77e9\u9635":48,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":43,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":68,"\u53e5\u5b50":71,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":70,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":67,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":71,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":35,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":51,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":35,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":32,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":35,"\u53e6\u4e00\u65b9\u9762":71,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":56,"\u53e6\u5916":43,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":65,"\u53ea\u4f5c\u4e3aread":45,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":54,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":68,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":34,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":65,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":43,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":67,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":35,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":43,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":63,"\u53ea\u6709\u542b\u6709\u4eba":68,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":54,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":45,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":56,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":43,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":32,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":35,"\u53ea\u8bfbmemory\u8f93\u5165":45,"\u53ea\u9488\u5bf9\u5185\u5b58":32,"\u53ea\u9700\u4e2d\u65ad":52,"\u53ea\u9700\u4f7f\u7528":52,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":71,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":72,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":52,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":46,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":72,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":69,"\u53ea\u9700\u8981\u8fd0\u884c":69,"\u53ef\u4ee5":[43,47,52],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":35,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":32,"\u53ef\u4ee5\u4f7f\u7528":32,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":37,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":32,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":54,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":59,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":32,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":58,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":64,"\u53ef\u4ee5\u53c2\u8003":[43,46,47,57,59,72],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":63,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":38,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":51,"\u53ef\u4ee5\u5728":35,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":59,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":70,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":70,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":47,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":57,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":57,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":45,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":51,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":35,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":49,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":43,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":71,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[42,45],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":45,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":48,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":45,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":45,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":54,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":59,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":58,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":56,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":64,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":57,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":47,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":51,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":42,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":51,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u7f16\u5199":35,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":32,"\u53ef\u4ee5\u8bbe\u7f6e":[40,41,64],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":38,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":69,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":64,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":56,"\u53ef\u4ee5\u901a\u8fc7":[47,57],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":67,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":56,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":67,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":59,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":32,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":32,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":51,"\u53ef\u8bbe\u7f6e":40,"\u53ef\u9009":[3,48],"\u53f3\u8fb9\u662f":65,"\u5403":43,"\u5403\u996d":43,"\u5404\u65b9\u9762":43,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":64,"\u5408":43,"\u5408\u5e76":72,"\u5408\u5e76\u6bcf\u4e2a":72,"\u5408\u7406":43,"\u540c\u65f6":[32,51],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":34,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":32,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":47,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":45,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":67,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":65,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":67,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":51,"\u540c\u65f6\u518d\u5c06":31,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":32,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":32,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u63d0\u8d77":31,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":36,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":56,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":32,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837":38,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":54,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":45,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":54,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":67,"\u540e":[32,34,40,41,47,59,71],"\u540e\u5411\u4f20\u64ad":48,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":71,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":53,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426":34,"\u5426\u5219":[2,40,41,52,69],"\u5426\u5219\u4f1a\u628a":47,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":72,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":54,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":54,"\u5426\u5219\u4f7f\u7528gpu":56,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":46,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":52,"\u5426\u5b9a":70,"\u542b\u4e49":[65,71],"\u542b\u6709":68,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":48,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":48,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":48,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":59,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":54,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":54,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":54,"\u5440":43,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":69,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":69,"\u5468\u56f4":43,"\u547d\u4ee4":52,"\u547d\u4ee4\u4e3a":[32,58],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":58,"\u547d\u4ee4\u5220\u9664":[40,41],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":34,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":67,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":67,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":34,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":52,"\u547d\u540d\u4e3a":47,"\u547d\u540d\u7a7a\u95f4":57,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":57,"\u548c":[20,27,28,31,32,33,34,40,41,43,46,47,48,49,51,52,56,57,63,64,67,69,72],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":43,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,38],"\u548c\u4e2d\u6587\u6587\u6863":49,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":32,"\u548c\u504f\u7f6e\u5411\u91cf":48,"\u548c\u533a\u57df\u6807\u8bb0":70,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":42,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":57,"\u548c\u5dee\u8bc4":67,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":42,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":46,"\u548c\u68af\u5ea6\u622a\u65ad":67,"\u548c\u6a21\u578b\u8def\u5f84":71,"\u548c\u771f\u5b9e":33,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":43,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":72,"\u548c\u90e8\u5206layer":45,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":72,"\u548cargument":70,"\u548ccudnn":37,"\u548cpool":42,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":65,"\u54c1\u8d28":43,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":43,"\u5546\u52a1":43,"\u554a":43,"\u559c\u5267\u7247":68,"\u5668":67,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,38],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":33,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":48,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":70,"\u56e0\u4e3a\u53c2\u6570":56,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":46,"\u56e0\u4e3a\u5b83\u6bd4":46,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":59,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":57,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":64,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":35,"\u56e0\u4e3apaddlepaddle\u7684v2":49,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":32,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,43,45,48],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":43,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":63,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":68,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":64,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":43,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":48,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":53,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":65,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":32,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":71,"\u56fe":[65,71],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":71,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":71,"\u56fe\u50cf\u5206\u7c7b":[31,66],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":65,"\u56fe\u50cf\u63cf\u8ff0":72,"\u56fe\u7247\u5206\u4e3a10\u7c7b":64,"\u56fe\u7684\u5e95\u90e8\u662fword":71,"\u56fe\u8868":[35,71],"\u5728":[3,28,31,37,42,43,46,47,52,65,67,68,70],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":58,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":48,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":70,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":54,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":43,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":58,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":67,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":64,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":57,"\u5728\u4e4b\u540e\u7684":32,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":72,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":71,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":38,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":48,"\u5728\u51c6\u5907\u53d1\u8d77":47,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":59,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":54,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":54,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":43,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":54,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":54,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":43,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":32,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":43,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":57,"\u5728\u542f\u52a8job\u4e4b\u524d":59,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":47,"\u5728\u56fd\u5185":35,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":54,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":38,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":38,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":59,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":59,"\u5728\u5c42\u4e2d\u6307\u5b9a":56,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":45,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,64],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":48,"\u5728\u5f97\u5230":59,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":46,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":71,"\u5728\u63d0\u4ea4":47,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":38,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":67,"\u5728\u6587\u4ef6":69,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":71,"\u5728\u672c\u4f8b\u4e2d":[43,47,56],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[46,64],"\u5728\u672c\u6587\u4e2d":52,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":52,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u672c\u6f14\u793a\u4e2d":71,"\u5728\u672c\u793a\u4f8b\u4e2d":[43,71],"\u5728\u672c\u8282\u4e2d":46,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":54,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":52,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":67,"\u5728\u6b64":[0,53,56],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":67,"\u5728\u6b64\u611f\u8c22":63,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":46,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":43,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":46,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":59,"\u5728\u6bcf\u8bad\u7ec3":69,"\u5728\u6d4b\u8bd5\u9636\u6bb5":54,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":65,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":47,"\u5728\u6f14\u793a\u4e2d":70,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":57,"\u5728\u751f\u6210\u65f6":46,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":72,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":72,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":69,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":40,"\u5728\u7535\u5f71\u6587\u4ef6movi":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":72,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":64,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":38,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":49,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[40,41],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":48,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":72,"\u5728\u811a\u672c":69,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":42,"\u5728\u8bad\u7ec3\u4e2d":46,"\u5728\u8bad\u7ec3\u4e4b\u524d":59,"\u5728\u8bad\u7ec3\u4e86":69,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":69,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":64,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":63,"\u5728\u8bad\u7ec3\u65f6":58,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[59,72],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":54,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[40,41],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8be5\u914d\u7f6e\u76847":43,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":72,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":67,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":51,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":45,"\u5728\u8fd0\u884c":71,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":72,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[33,71],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[48,58],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":43,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":51,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":46,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":70,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":69,"\u5728\u8fd9\u4e9blayer\u4e2d":43,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":71,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[46,48],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":45,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":58,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":59,"\u5728\u8fd9\u91cc":45,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":48,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":38,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":65,"\u5728\u91c7\u7528sgd":32,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":56,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":71,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":71,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":40,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":40,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":57,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":64,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":57,"\u5728linux\u4e0b":72,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":69,"\u5728movielen":69,"\u5728paddl":59,"\u5728paddle\u4e2d":56,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paddlepaddle\u4e2d":[38,45],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":43,"\u5728paddlepaddle\u91cc":33,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":45,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":45,"\u5728trainer":56,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":43,"\u5730\u7406\u4f4d\u7f6e":43,"\u5730\u94c1\u7ad9":43,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":65,"\u5747\u5300\u5206\u5e03":32,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":54,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":43,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":43,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":45,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":69,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,67],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u57fa\u672c\u76f8\u540c":63,"\u586b\u5199":47,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":58,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":56,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":48,"\u58f0\u660epython\u6570\u636e\u6e90":69,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":51,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":67,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":45,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":69,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":64,"\u5907\u6ce8":51,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":51,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":43,"\u5916\u5c42outer_step\u4e2d":43,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":67,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":45,"\u591a\u673a\u8bad\u7ec3":32,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":45,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":71,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":48,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":48,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":70,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":48,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":68,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":35,"\u5927\u5c0f":52,"\u5929":43,"\u5929\u4e00\u5e7f\u573a":43,"\u5929\u4e00\u9601":43,"\u5929\u732b":71,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":48,"\u5934\u6587\u4ef6\u5982\u4e0b":48,"\u5947\u5e7b\u7247":68,"\u597d":43,"\u597d\u5403":43,"\u597d\u8bc4":67,"\u5982":[3,46,47,52,56],"\u59822":52,"\u5982\u4e0b":[3,69,71],"\u5982\u4e0b\u56fe\u6240\u793a":[43,51,64],"\u5982\u4e0b\u6240\u793a":[56,65,69],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":67,"\u5982\u4f55":69,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":50,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":50,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":67,"\u5982\u4fe1\u606f\u63d0\u53d6":70,"\u5982\u56fe2\u6240\u793a":71,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":71,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":72,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":48,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":65,"\u5982\u679c\u4e0d\u4e3a0":54,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":67,"\u5982\u679c\u4e0d\u6536\u655b":32,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":69,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":54,"\u5982\u679c\u4e3afals":54,"\u5982\u679c\u4e3atrue":[3,54],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":34,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":47,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":54,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":71,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":46,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":71,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":56,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":54,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":72,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":71,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[40,41],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":46,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":64,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":48,"\u5982\u679c\u4f7f\u7528":[52,63],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":37,"\u5982\u679c\u4f7f\u7528nvidia":35,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":57,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":32,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":32,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":63,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":54,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":54,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":54,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":32,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":70,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":32,"\u5982\u679c\u5df2\u5b89\u88c5":70,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":59,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":34,"\u5982\u679c\u60a8":35,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":35,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":69,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":51,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":51,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":51,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":43,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":51,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":51,"\u5982\u679c\u6267\u884c\u5931\u8d25":57,"\u5982\u679c\u6267\u884c\u6210\u529f":65,"\u5982\u679c\u63d0\u793a\u6b63\u786e":49,"\u5982\u679c\u63d0\u793a\u9519\u8bef":49,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":71,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":57,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":69,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":45,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":45,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":47,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u672a\u8bbe\u7f6e":54,"\u5982\u679c\u672a\u8bbe\u7f6egpu":56,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":51,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":54,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":45,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":72,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":47,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":54,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":63,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":32,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":51,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":52,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":32,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":48,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":46,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":71,"\u5982\u679c\u8981\u4f7f\u7528gpu":35,"\u5982\u679c\u8981\u542f\u7528gpu":52,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":47,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":47,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":32,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":69,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":32,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":54,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":47,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679c\u8f93\u51fa\u662fno":35,"\u5982\u679c\u8fd0\u884c":32,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[65,71],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":52,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":35,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":48,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":48,"\u5982\u679clearning_rate\u592a\u5927":32,"\u5982\u679clearning_rate\u592a\u5c0f":32,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":32,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":47,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":32,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":47,"\u5982\u9ad8\u4eae\u90e8\u5206":51,"\u5b50":43,"\u5b50\u53e5":45,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":45,"\u5b57\u5178":72,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":72,"\u5b57\u5178\u5171\u5305\u542b":63,"\u5b57\u5178\u6587\u4ef6":[70,71],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":63,"\u5b57\u5178imdb":71,"\u5b57\u6bb5\u4e2d":59,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":59,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":59,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":57,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":71,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":72,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":69,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":71,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":33,"\u5b66\u672f":68,"\u5b81\u6ce2":43,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":71,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":33,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":52,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":65,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":48,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":48,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":37,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":72,"\u5b83\u53eb\u505a":46,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":71,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":52,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":47,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":51,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":72,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":48,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":72,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":52,"\u5b83\u5b9a\u4e49\u4e86":46,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":33,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":46,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":52,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":72,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":65,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":72,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":48,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":43,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":43,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":52,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":72,"\u5b83\u7684":46,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":71,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":42,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":71,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":48,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":71,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":71,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":33,"\u5b83\u8fd4\u56degen":72,"\u5b83\u8fd4\u56detrain":72,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":71,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":48,"\u5b89\u6392":43,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":39,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":37,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":49,"\u5b89\u88c5\u5b8c\u6210\u540e":37,"\u5b89\u88c5\u6587\u6863":38,"\u5b89\u88c5\u6d41\u7a0b":67,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":67,"\u5b89\u88c5pillow":64,"\u5b89\u9759":43,"\u5b8c\u6210":47,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":45,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":59,"\u5b8c\u6210\u5f00\u53d1":35,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":42,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":38,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":32,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":48,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":46,"\u5b98\u65b9\u6587\u6863":34,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":45,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":45,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":70,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":64,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":33,"\u5b9a\u4e49\u5728\u5916\u5c42":45,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":54,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":33,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":46,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":46,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":71,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":33,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":46,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":46,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":38,"\u5b9e\u4f8b\u5982\u4e0b":70,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":43,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":48,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":46,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":48,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":48,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":48,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":48,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":48,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":45,"\u5b9e\u73b0\u8be5\u5c42\u7684c":48,"\u5b9e\u9645\u4e0a\u53ea\u6709":65,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":68,"\u5ba2\u6237":43,"\u5ba2\u6237\u670d\u52a1":68,"\u5bb6":43,"\u5bb9\u5668":57,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":57,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":59,"\u5bbf\u4e3b\u673a\u662flinux":41,"\u5bbf\u4e3b\u673a\u7684c":[40,41],"\u5bbf\u4e3b\u673a\u76ee\u5f55":57,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":51,"\u5bf9":43,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,38],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,38],"\u5bf9\u4e8e":46,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":43,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":43,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":43,"\u5bf9\u4e8e\u53cc\u5c42rnn":43,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":43,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":48,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":72,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":43,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":43,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":69,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":67,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":46,"\u5bf9\u4e8eamazon":67,"\u5bf9\u4e8erasspberri":41,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":48,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":64,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":47,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":45,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":45,"\u5bf9\u5e94\u4e8e\u5b57\u5178":63,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":72,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":67,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":71,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":72,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":48,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":48,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":48,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":47,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":47,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":67,"\u5bf9\u8c61":32,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":69,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":45,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bf9\u9762":43,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,38],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":32,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":32,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":32,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":32,"\u5c01\u88c5\u4e86":51,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":48,"\u5c06":[3,31,32,51,67],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":46,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":69,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":40,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":54,"\u5c06\u5176\u8bbe\u7f6e\u6210":32,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":43,"\u5c06\u542b\u6709\u5b50\u53e5":45,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":64,"\u5c06\u5728":64,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":52,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":57,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":43,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":54,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":32,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":46,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":63,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":64,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":48,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":69,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":47,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":59,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":72,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":59,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":59,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":63,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":59,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":67,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":52,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":43,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":47,"\u5c06\u900f\u660e":52,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":59,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c11\u4e8e5":52,"\u5c1a\u53ef":43,"\u5c31":43,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":35,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":57,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":32,"\u5c31\u662f":43,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":33,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":51,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":67,"\u5c31\u8fd9\u4e48\u7b80\u5355":35,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":51,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":35,"\u5c3a\u5bf8":65,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":64,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":70,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":48,"\u5c42\u6743\u91cd":65,"\u5c42\u6b21\u5316\u7684rnn":45,"\u5c42\u7279\u5f81":65,"\u5c42\u7684\u540d\u79f0\u4e0e":46,"\u5c42\u7684\u5927\u5c0f":48,"\u5c42\u7684\u7279\u5f81":65,"\u5c42\u7684\u7c7b\u578b":48,"\u5c42\u7684\u8f93\u5165":70,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":70,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":46,"\u5c42\u7ec4\u6210\u4e00\u5bf9":70,"\u5c45\u7136":43,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":72,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":67,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":69,"\u5c5e\u6027":70,"\u5d4c\u5165\u5c42":69,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":69,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":69,"\u5de5\u4f5c\u6a21\u5f0f":54,"\u5de5\u4f5c\u7a7a\u95f4":52,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":52,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":52,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":52,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":52,"\u5de5\u5177":71,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":71,"\u5de5\u5177\u6765\u7ba1\u7406":47,"\u5de5\u5177\u94fe\u7684android":40,"\u5de5\u7a0b\u5e08":68,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":65,"\u5de6\u8fb9\u662f":65,"\u5dee\u8bc4":67,"\u5df2\u6253\u5f00":47,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":54,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":52,"\u5e02\u573a":68,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":51,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":69,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":45,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":45,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":42,"\u5e38\u5e38\u51fa\u73b0":32,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":67,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":57,"\u5e72\u51c0":43,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":63,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":64,"\u5e74\u9f84":68,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":68,"\u5e74\u9f84\u548c\u804c\u4e1a":69,"\u5e76\u4e0d\u4fdd\u8bc1":48,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":43,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":59,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":43,"\u5e76\u4e14":[3,46],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":43,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":72,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":56,"\u5e76\u4e14\u5305\u62ecunit":47,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":65,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":32,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":33,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":59,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":67,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":65,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":69,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":72,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":38,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":32,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":71,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":47,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":47,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":72,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":52,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":48,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":32,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":70,"\u5e76\u4f7f\u7528\u4e86dropout":67,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":64,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":47,"\u5e76\u521b\u5efaoptim":38,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":48,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":46,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":35,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":48,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":48,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":46,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":72,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":72,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":33,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":72,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":71,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":72,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":71,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":70,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":64,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":63,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[40,41],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":70,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":51,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":47,"\u5e76\u8bbe\u7f6e":[37,52],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":38,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":67,"\u5e8a\u4e0a\u7528\u54c1":43,"\u5e8a\u57ab":43,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":42,"\u5e8f\u5217\u5230\u5e8f\u5217":72,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":45,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":42,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":45,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":45,"\u5e8f\u5217\u7684\u5f00\u59cb":72,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":42,"\u5e8f\u5217\u7684\u7ed3\u5c3e":72,"\u5e8f\u5217\u7684\u7ed3\u675f":72,"\u5e93":52,"\u5e93\u7684\u8def\u5f84":52,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"\u5e94\u7528\u6a21\u578b":67,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":47,"\u5e94\u8be5":43,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":46,"\u5e94\u8be5\u8bf4\u8c22\u8c22":47,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":32,"\u5e95\u5c42\u8fdb\u7a0b":52,"\u5efa\u7acb\u4e00\u4e2a":47,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[31,47],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":52,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":54,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":47,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":35,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":49,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u53d1\u955c\u50cf":[35,47],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":35,"\u5f00\u59cb":33,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":46,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":67,"\u5f00\u59cb\u9636\u6bb5":51,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":53,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":71,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":46,"\u5f15\u7528":52,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":45,"\u5f3a\u70c8\u63a8\u8350":43,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":69,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":46,"\u5f53":56,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":71,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":48,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":72,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":72,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":46,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":48,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":43,"\u5f53\u524d\u8bc4\u4f30\u4e2d":72,"\u5f53\u524dbatch\u7684cost":72,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":67,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":67,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":54,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":54,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":57,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":59,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":54,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":67,"\u5f53\u6a21\u5f0f\u4e3a":54,"\u5f53\u7136":51,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":48,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":46,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":54,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":56,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":72,"\u5f53classif":72,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f62\u6210recurr":45,"\u5f62\u6210recurrent\u8fde\u63a5":45,"\u5f62\u72b6":65,"\u5f88":[43,67],"\u5f88\u591a":43,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":35,"\u5f88\u5b89\u9759":43,"\u5f88\u5e72\u51c0":43,"\u5f88\u65b9\u4fbf":43,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":51,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":64,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":68,"\u5f97":43,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":67,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":69,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":45,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":46,"\u5faa\u73af\u7f51\u7edc\u4ece":46,"\u5fc5\u8981":28,"\u5fc5\u987b":48,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":43,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":45,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":46,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":40,"\u5fc5\u987b\u914d\u7f6e\u4e3a":41,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":71,"\u5feb":[43,71],"\u5feb\u901f\u5165\u95e8":66,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":57,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":57,"\u6027\u4ef7\u6bd4":43,"\u6027\u522b":[68,69],"\u6027\u80fd\u5206\u6790":51,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":51,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":51,"\u6027\u80fd\u8c03\u4f18":53,"\u603b\u4f53\u6765\u8bf4":43,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":63,"\u603b\u8bc4\u520610\u5206":71,"\u6050\u6016\u7247":68,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":51,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":51,"\u60a8\u53ef\u4ee5\u5bfc\u5165":51,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":51,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":46,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":51,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":51,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":51,"\u60a8\u9700\u8981\u66f4\u6539":35,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":51,"\u60ac\u7591\u7247":68,"\u60c5\u6001\u52a8\u8bcd":70,"\u60c5\u611f\u5206\u6790":[31,66],"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":71,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":71,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":71,"\u60ca\u9669\u7535\u5f71":68,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":71,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":46,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":54,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":54,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":54,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":54,"\u611f\u89c9":43,"\u620f\u5267":68,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":59,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":48,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":51,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":38,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":69,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":48,"\u6211\u4eec\u4ec5\u7528":69,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":58,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":67,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":72,"\u6211\u4eec\u4f1a\u5728":35,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":48,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":48,"\u6211\u4eec\u4f7f\u7528":[48,52,71],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":38,"\u6211\u4eec\u4f7f\u7528\u4e86":43,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":72,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":71,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":72,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":70,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":72,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":65,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":56,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":33,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":33,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":64,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":38,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":71,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":71,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":58,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":43,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":67,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":47,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":64,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":38,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":46,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":38,"\u6211\u4eec\u53ef\u4ee5\u5728":47,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":38,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":38,"\u6211\u4eec\u53ef\u4ee5\u5c06":52,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":42,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":69,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":33,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":71,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":45,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":64,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":59,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":72,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":46,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":72,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":72,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":67,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":46,"\u6211\u4eec\u5c06":[59,69],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":43,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":58,"\u6211\u4eec\u5c06\u4ee5":[52,67],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":67,"\u6211\u4eec\u5c06\u4f7f\u7528":46,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":46,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":64,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":43,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":67,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":53,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":67,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":52,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":69,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":52,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":64,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":67,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":67,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":47,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":33,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":33,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":64,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":48,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":48,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":67,"\u6211\u4eec\u611f\u8c22":72,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":36,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":71,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":71,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":49,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":65,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":71,"\u6211\u4eec\u63d0\u4f9b\u4e86c":65,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":43,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":46,"\u6211\u4eec\u7528":68,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":69,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":69,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":33,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":63,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":47,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":70,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":43,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":43,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":71,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":47,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":42,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":58,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":46,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":43,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":52,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":59,"\u6211\u4eec\u9075\u5faa":72,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":70,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":67,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":35,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":64,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":72,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":58,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":52,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":48,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":69,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":71,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":69,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":63,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":69,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":38,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":71,"\u6211\u5220\u9664\u4e86":47,"\u6216":[3,51,64,70],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6216\u4e00\u4e2a\u5411\u91cf":45,"\u6216\u4e0d\u786e\u5b9a":68,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":69,"\u6216\u6700\u5927\u503c":42,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":42,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":42,"\u6216\u8005":[27,28,32,35,37,42,43,51],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[42,45],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":51,"\u6216\u8005\u53cd\u5411\u5730\u4ece":46,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":54,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":53,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":43,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":71,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":51,"\u6216\u8005\u66f4\u65e9":32,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":43,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":65,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":32,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[40,41],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":32,"\u6216\u8005\u8fd0\u884c":32,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":56,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":35,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":54,"\u6216gpu\u4e2a\u6570":71,"\u6218\u4e89\u7247":68,"\u623f":43,"\u623f\u95f4":43,"\u6240\u4ee5":[3,32],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":71,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":32,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":33,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":58,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":43,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":35,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":57,"\u6240\u4ee5\u5bf9":43,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":33,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":51,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":58,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":59,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":43,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":33,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u4ee5\u8bad\u7ec3":52,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":48,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":41,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":43,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":47,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":54,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":71,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":52,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":52,"\u6240\u6709\u67b6\u6784":40,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":71,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":35,"\u6240\u6709\u7684":[47,48],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":68,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":48,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":43,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":48,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":48,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":48,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":52,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":46,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":67,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":65,"\u6240\u793a":70,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":40,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":68,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":43,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":35,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":51,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":69,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":34,"\u6253\u5f00":51,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":49,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[37,70,71],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":71,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[40,41],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":46,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[40,41],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":51,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":65,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":57,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":69,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":70,"\u6279\u6b21\u7684\u6570\u636e":69,"\u627e\u5230":46,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":51,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":51,"\u6280\u672f\u5458":68,"\u628a":[20,48],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":71,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":35,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":58,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":71,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":46,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":46,"\u62a5\u9519":37,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":63,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":63,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":72,"\u62c6\u89e3":45,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":43,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":59,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":67,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":35,"\u6307\u5411\u4e00\u4e2alayer":45,"\u6307\u5b9a":[32,45,46],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":54,"\u6307\u5b9a\u4f7f\u75282":32,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":67,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":54,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":65,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":65,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":65,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":65,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":67,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":72,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":67,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":45,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":67,"\u6307\u5b9abatch":72,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":54,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":43,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":54,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":54,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":54,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":54,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":54,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":54,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":54,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":70,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":70,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":54,"\u6309\u7167":41,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":59,"\u6309\u94ae":47,"\u633a":43,"\u633a\u597d":43,"\u6355\u83b7":67,"\u6362":43,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":42,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":38,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":38,"\u63a5\u4e0b\u6765":[67,71],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":51,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":51,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":67,"\u63a5\u4e0b\u6765\u7b49\u5f85":47,"\u63a5\u53d7":70,"\u63a5\u53d7\u7684\u4e1c\u897f":70,"\u63a5\u53d7\u8005":70,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":52,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":65,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":32,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":67,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":65,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":65,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":35,"\u63a7\u5236":54,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":33,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":35,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":35,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":35,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":48,"\u63a8\u8350":43,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":34,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":52,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":47,"\u63a8\u9500\u5458":68,"\u63cf\u8ff0":34,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":67,"\u63cf\u8ff0\u95ee\u9898":47,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":57,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":49,"\u63d0\u4ea4pull":47,"\u63d0\u4f9b":52,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":59,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":52,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":52,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":52,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":42,"\u63d0\u4f9b\u6700\u65b0":35,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":52,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":63,"\u63d0\u793a":32,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":38,"\u64cd\u4f5c":43,"\u64cd\u6301\u5bb6\u52a1\u8005":68,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":37,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[44,45],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":40,"\u652f\u6301nvidia":37,"\u652f\u6301rbd":57,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":59,"\u653e\u5fc3":43,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u6548\u679c\u603b\u7ed3":67,"\u6559\u7a0b\u6587\u6863\u5230":52,"\u6559\u80b2\u5de5\u4f5c\u8005":68,"\u6570":[45,70],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":45,"\u6570\u636e":[25,72],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":64,"\u6570\u636e\u4e2d0":32,"\u6570\u636e\u5217\u8868":65,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":63,"\u6570\u636e\u5c42":[33,69],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":52,"\u6570\u636e\u63d0\u4f9b\u5668":53,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":69,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":69,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":52,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u8f93\u5165":45,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6":68,"\u6570\u636e\u96c6\u63cf\u8ff0":69,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":72,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":67,"\u6570\u636e\u9884\u6d4b":70,"\u6570\u6910\u5b9a\u4e49":71,"\u6570\u6910\u8bf4\u660e\u6587\u6863":71,"\u6570\u6910\u96c6\u548c":71,"\u6570\u76ee":56,"\u6574\u4f53":43,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":43,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":59,"\u6574\u6570":48,"\u6574\u6570\u6807\u7b7e":[3,38],"\u6574\u6d01":43,"\u6587\u4e66\u5de5\u4f5c":68,"\u6587\u4ef6":[27,47,58,70],"\u6587\u4ef6\u4e2d":[59,65,68,70],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":65,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":65,"\u6587\u4ef6\u4e2d\u7684":65,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":72,"\u6587\u4ef6\u4e3a":[32,72],"\u6587\u4ef6\u4e4b\u5916":47,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":65,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":69,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":69,"\u6587\u4ef6\u59390":59,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":72,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":69,"\u6587\u4ef6\u7684\u6539\u53d8":47,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":69,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":64,"\u6587\u4ef6\u7d22\u5f15":52,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":67,"\u6587\u4ef6model":56,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":35,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":67,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":67,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":67,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":69,"\u6587\u672c\u6295\u5f71\u5c42":69,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":71,"\u6587\u6863":32,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":35,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":70,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":49,"\u6587\u7ae0":59,"\u65b0":43,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":48,"\u65b0\u624b\u5165\u95e8":62,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf":43,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":34,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":35,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65b9\u5f0f1":32,"\u65b9\u5f0f2":32,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":70,"\u65b9\u6cd5\u4e00":56,"\u65b9\u6cd5\u4e09":56,"\u65b9\u6cd5\u4e8c":56,"\u65c1\u8fb9":43,"\u65c5\u6e38\u7f51\u7ad9":71,"\u65e0":43,"\u65e0\u4e1a\u4eba\u58eb":68,"\u65e0\u5ef6\u8fdf":54,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9ed8\u8ba4\u503c":[40,41],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":71,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":72,"\u65e9\u9910":43,"\u65f6":[19,32,42,46,48,54,59],"\u65f6\u5019":43,"\u65f6\u52a0\u4e0a":71,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":67,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":72,"\u65f6\u88ab\u8bad\u7ec3\u7684":48,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":56,"\u65f6\u95f4":43,"\u65f6\u95f4\u6233":68,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":68,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":43,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":48,"\u662f":[25,34,43],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":48,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":51,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":51,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":70,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":42,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":51,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":56,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":33,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":72,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":71,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":48,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":45,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,38],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":45,"\u662f\u4e00\u7ec4":57,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":58,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":70,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":33,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":32,"\u662f\u504f\u5dee":46,"\u662f\u5176\u5927\u5c0f":33,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":72,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":48,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":45,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":34,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":54,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":48,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":40,"\u662f\u5426\u4f7f\u7528gpu":69,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":72,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[40,41],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":34,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":54,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":34,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":34,"\u662f\u5426\u5f00\u542frdma":34,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":54,"\u662f\u5426\u652f\u6301gpu":34,"\u662f\u5426\u663e\u793a":54,"\u662f\u5426\u7a00\u758f":48,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":34,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":34,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":34,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":34,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":34,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":54,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":70,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":46,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":33,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":48,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":48,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u5e8f\u5217":69,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":42,"\u662f\u6211\u4eec":47,"\u662f\u6307":28,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":43,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":43,"\u662f\u6570\u636e\u8f93\u5165":46,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":69,"\u662f\u6709\u610f\u4e49\u7684":43,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":46,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":33,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":70,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":72,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":72,"\u662f\u77e9\u9635":48,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":33,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":64,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":48,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":48,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":48,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":48,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":48,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":48,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":48,"\u662f\u8f93\u5165":46,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":65,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":51,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":45,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":57,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":51,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":45,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":67,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":57,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":48,"\u662frnn\u72b6\u6001":46,"\u663e":67,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":43,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":36,"\u6682\u4e0d\u8003\u8651\u5728\u5185":32,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":32,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":71,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":71,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":41,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":45,"\u66f4\u5feb":46,"\u66f4\u65b0":32,"\u66f4\u65b0\u6a21\u5f0f":32,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":32,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":67,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":67,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":67,"\u66f4\u8fdb\u4e00\u6b65":45,"\u66f4\u9ad8":46,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":45,"\u6700":43,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":72,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":59,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,47,48,52,67,71],"\u6700\u540e\u4e00\u4e2a":42,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":38,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":33,"\u6700\u540e\u5220\u9664":31,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":48,"\u6700\u597d\u7684\u6a21\u578b\u662f":71,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":54,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0\u7684\u4ee3\u7801":47,"\u6700\u65b0log":71,"\u6700\u7ec8":48,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":45,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":38,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":35,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":45,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":33,"\u6708\u6e56":43,"\u6709":43,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":57,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[40,41],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":72,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":69,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":48,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":48,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":32,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":68,"\u6709\u5173":43,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":40,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":38,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":59,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":71,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":52,"\u6709\u65f6\u79f0\u4e3a":71,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":51,"\u670d\u52a1":43,"\u670d\u52a1\u5458":43,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":72,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":71,"\u672a\u77e5\u8bcd":63,"\u672c\u4f8b\u4e2d\u4e3a0":63,"\u672c\u4f8b\u4e2d\u4e3a32":63,"\u672c\u4f8b\u4e2d\u4e3a4":63,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":43,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":67,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":67,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":67,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":67,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u5730\u6d4b\u8bd5":53,"\u672c\u5730\u8bad\u7ec3":53,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":56,"\u672c\u5b9e\u4f8b\u4e2d":63,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":67,"\u672c\u5c42\u5c3a\u5bf8":65,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":65,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":65,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":70,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":46,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":71,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":65,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":43,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":33,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":43,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":43,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":57,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":59,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":63,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":57,"\u672c\u6587\u6863\u5c06\u4ee5linux":40,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6765":43,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":59,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":59,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":59,"\u672c\u6b21\u8bd5\u9a8c":67,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":43,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":43,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":71,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":72,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":72,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":72,"\u673a\u5668\u7684\u8bbe\u5907":56,"\u673a\u5668\u7ffb\u8bd1":[31,66],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":54,"\u6761\u4ef6\u4e0b":57,"\u6765":43,"\u6765\u4ee3\u66ff":47,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":48,"\u6765\u505ableu\u8bc4\u4f30":72,"\u6765\u505c\u6b62\u8bad\u7ec3":69,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":51,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":69,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":69,"\u6765\u521d\u59cb\u5316\u53c2\u6570":32,"\u6765\u5b89\u88c5":52,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":38,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":43,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":67,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":71,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[40,41],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":48,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":65,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":38,"\u6765\u6ce8\u518c\u8be5\u5c42":48,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":56,"\u6765\u751f\u6210\u5e8f\u5217":72,"\u6765\u7684\u79d2\u6570":68,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u6765\u8868\u793a":46,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":70,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":48,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":43,"\u6765\u8bbe\u7f6e":32,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":47,"\u6765\u8fd0\u884c":52,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":51,"\u6765\u8fd0\u884c\u955c\u50cf":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":32,"\u676f\u5b50":43,"\u6784\u5efa":40,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":42,"\u6784\u9020":59,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":71,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":43,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":53,"\u67e5\u770b":[47,67],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":37,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":47,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":47,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":47,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":58,"\u6807\u51c6\u5dee\u4e3a":32,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":70,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":64,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":64,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":71,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":71,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":35,"\u6807\u7b7e\u6587\u4ef6":70,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":70,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":54,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":56,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":59,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":52,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":68,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":63,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":54,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":53,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":54,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":54,"\u6839\u636ecpu":35,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":58,"\u683c\u5f0f":54,"\u683c\u5f0f\u5982\u4e0b":67,"\u683c\u5f0f\u8bf4\u660e":63,"\u68af\u5ea6\u4f1a\u5c31\u5730":48,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":54,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":48,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":54,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":48,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":48,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":67,"\u697c\u5c42":43,"\u6a21\u5757":64,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":70,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":32,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":71,"\u6a21\u578b\u5171\u5305\u542b1":63,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":70,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":64,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":67,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":70,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":72,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":52,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":72,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":46,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":46,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":46,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":63,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":46,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":69,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":67,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":33,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":38,"\u6a21\u578b\u8def\u5f84":[65,70],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":70,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":63,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":43,"\u6b22\u8fce\u901a\u8fc7":47,"\u6b63\u6837\u672c":67,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":32,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":53,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":71,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":71,"\u6b64\u547d\u4ee4\u5c06\u5728your":40,"\u6b64\u5904":63,"\u6b64\u5904\u90fd\u4e3a2":43,"\u6b64\u5916":[40,47],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":51,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":71,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":35,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":45,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":71,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":70,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":71,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":70,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":67,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":43,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":43,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":69,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":52,"\u6bcf\u4e00\u4e2akey\u7531":69,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":43,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":71,"\u6bcf\u4e2a":[52,70],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u6bcf\u4e2a\u5355\u5c42rnn":45,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":72,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":43,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":46,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":46,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":43,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":64,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":72,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":72,"\u6bcf\u4e2a\u5c42\u5728\u5176":48,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":67,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":54,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":72,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":71,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":71,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":45,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":43,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":48,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":43,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":43,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":69,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":69,"\u6bcf\u4e2a\u72b6\u6001":45,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":64,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":64,"\u6bcf\u4e2a\u7ebf\u7a0b":54,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":54,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":72,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":54,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":71,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":71,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":48,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":48,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":72,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":47,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":67,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":67,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":59,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":68,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":54,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":56,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":72,"\u6bcf\u6279\u6b21":54,"\u6bcf\u6b21":35,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":47,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":47,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":71,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":72,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":67,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":63,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":65,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":63,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":48,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":72,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":54,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":54,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":54,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":54,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":67,"\u6bcfdot":54,"\u6bcflog":54,"\u6bcfsave":54,"\u6bcftest":54,"\u6bd4\u5982":[20,32,35,40,47,67],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":43,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":47,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[40,41],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":32,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":57,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":47,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":43,"\u6c49\u5ead":43,"\u6c60\u5316\u5c42":64,"\u6ca1":43,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":37,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":63,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[40,41],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":68,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":69,"\u6cd5\u8bed":72,"\u6ce8":19,"\u6ce8\u610f":[3,34,35,38,40,41,46,48,49,59,64],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":59,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":56,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":71,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":59,"\u6ce8\u91ca\u6389":71,"\u6cf3\u6c60":43,"\u6d41":43,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":47,"\u6d44":43,"\u6d4b\u8bd5":47,"\u6d4b\u8bd5\u6570\u636e":52,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":52,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":52,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":72,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":52,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":52,"\u6d4b\u8bd5\u6570\u6910\u96c6":71,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":54,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":47,"\u6d4b\u8bd5\u6837\u672c":52,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":71,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":56,"\u6d4b\u8bd5\u811a\u672c\u662f":70,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":71,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d4b\u8bd5model_list":53,"\u6d4b\u8bd5save_dir":53,"\u6d4f\u89c8\u4ee3\u7801":35,"\u6d6a\u6f2b\u7247":68,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":63,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":48,"\u6dd8\u5b9d\u7b49":71,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":70,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":39,"\u6df7\u5408":70,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":46,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":59,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":32,"\u6e29\u99a8":43,"\u6e90":72,"\u6e90\u4ee3\u7801":[35,67],"\u6e90\u4ee3\u7801\u683c\u5f0f":47,"\u6e90\u5b57\u5178":72,"\u6e90\u5e8f\u5217":46,"\u6e90\u7801":35,"\u6e90\u7801\u4e0edemo":58,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":49,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":41,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":72,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":63,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":63,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":63,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":65,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":65,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":70,"\u6f14\u793a\u91c7\u7528":70,"\u6fc0\u6d3b":48,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":67,"\u6fc0\u6d3b\u65b9\u7a0b":48,"\u6fc0\u6d3b\u7684\u7c7b\u578b":48,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":43,"\u7136\u540e":[51,52,63,69],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":33,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":45,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":72,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":71,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":69,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":33,"\u7136\u540e\u5355\u51fb":47,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":59,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":65,"\u7136\u540e\u5728":72,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":43,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":35,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":72,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":32,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b9a\u4e49":46,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":59,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":69,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":69,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":72,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":70,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":69,"\u7136\u540e\u6240\u6709\u7528":47,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":65,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":58,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":47,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":71,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":72,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":69,"\u7136\u540e\u70b9\u51fb":47,"\u7136\u540e\u7528\u5bc6\u7801":35,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":69,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":59,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":48,"\u7136\u540e\u89e3\u538b":72,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":72,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":69,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":69,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":59,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":59,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":32,"\u7136\u800c":[46,54],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":71,"\u7248\u672c":37,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672c\u5728":47,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":32,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":70,"\u7279\u5f81":69,"\u7279\u5f81\u56fe\u5747\u503c":65,"\u7279\u5f81\u56fe\u65b9\u5dee":65,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":65,"\u7279\u5f81\u6587\u4ef6":70,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":69,"\u72af\u7f6a\u7247":68,"\u72ec\u7acb\u5de5\u5177\u94fe":40,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":40,"\u73af\u5883\u53d8\u91cf":59,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":32,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":69,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":71,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":51,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[35,47],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":35,"\u751f\u6210":59,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":49,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":46,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":72,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":72,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":35,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":59,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":32,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":72,"\u751f\u6210\u7684html\u7248\u672c\u7684c":35,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":69,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":48,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":47,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":69,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":35,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":35,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":[25,68,69,70],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":67,"\u7528\u4e8e":52,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":71,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":48,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":56,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":54,"\u7528\u4e8e\u653e\u7f6e":52,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":63,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":54,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":71,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":46,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":64,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":52,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":52,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":46,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":43,"\u7528\u6237":52,"\u7528\u62371\u7684\u7279\u5f81":69,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":41,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":45,"\u7528\u6237\u53ea\u9700\u6267\u884c":70,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":70,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":35,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":35,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":49,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":49,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":63,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":67,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":54,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":56,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":35,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":34,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":34,"\u7528\u6237\u53ef\u5c06":40,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":40,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":41,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":40,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":40,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":41,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":32,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":49,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":59,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":70,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":32,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":63,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":69,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u7279\u5f81":69,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":70,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[40,41],"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":56,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[40,41],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":32,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[40,41],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":49,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":69,"\u7528\u6237id":68,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":68,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":48,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":33,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":69,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":69,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":33,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":59,"\u7531":45,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":41,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":35,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":43,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":57,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":33,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":68,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":48,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":70,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":72,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":65,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":33,"\u7531\u4e8estep":45,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":42,"\u7531grouplen":68,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7535\u5f711\u7684\u7279\u5f81":69,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":68,"\u7535\u5f71\u540d\u5b57\u6bb5":69,"\u7535\u5f71\u540d\u79f0":68,"\u7535\u5f71\u548c\u7528\u6237":69,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":69,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":68,"\u7535\u5f71\u7279\u5f81":69,"\u7535\u5f71\u7c7b\u578b":68,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":68,"\u7535\u5f71id":68,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":68,"\u7535\u8111":43,"\u767e\u4e07\u6570\u636e\u96c6":68,"\u7684":[43,47,52,58,59,67,71],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":45,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":33,"\u7684\u4e00\u79cd":72,"\u7684\u4e3a0":54,"\u7684\u4e3b\u8981\u90e8\u5206":70,"\u7684\u4efb\u4e00\u4e00\u79cd":32,"\u7684\u4efb\u52a1":72,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":42,"\u7684\u503c":[40,41],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":40,"\u7684\u504f\u7f6e\u5411\u91cf":48,"\u7684\u5185\u5b58":32,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":72,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":59,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":51,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":65,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":69,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":54,"\u7684\u53d8\u6362\u77e9\u9635":48,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":71,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":46,"\u7684\u540e\u7f00":68,"\u7684\u5411\u91cf":48,"\u7684\u542f\u52a8\u53c2\u6570":59,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":59,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":57,"\u7684\u5730\u65b9":47,"\u7684\u5747\u5300\u5206\u5e03":32,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":33,"\u7684\u5e73\u5747\u503c":42,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":43,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":47,"\u7684\u603b":52,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":47,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":67,"\u7684\u6570\u76ee\u4e00\u81f4":42,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":47,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":72,"\u7684\u65b9\u7a0b":48,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":37,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":32,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":43,"\u7684\u6700\u5c0f\u503c":54,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":47,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":46,"\u7684\u6837\u5f0f":47,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":45,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":70,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":47,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":63,"\u7684\u7279\u5f81":65,"\u7684\u72b6\u6001":45,"\u7684\u7528\u6237\u53c2\u8003":52,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":69,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":33,"\u7684\u77e9\u9635":48,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":72,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":48,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":70,"\u7684\u7b2ci\u4e2a\u503c":48,"\u7684\u7b2cj\u4e2a\u503c":48,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":52,"\u7684\u7ed3\u6784\u5982\u4e0b":69,"\u7684\u7ef4\u5ea6":63,"\u7684\u7f29\u5199":25,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":72,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":67,"\u7684\u8bdd":32,"\u7684\u8def\u5f84\u4e2d":71,"\u7684\u8f93\u5165":45,"\u7684\u8f93\u51fa":51,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":51,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":46,"\u7684\u8f93\u51fa\u683c\u5f0f":43,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":46,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":68,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":47,"\u7684\u90e8\u5206":52,"\u7684\u914d\u7f6e":63,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":47,"\u7684docker\u955c\u50cf":35,"\u76ee\u524d":[45,70],"\u76ee\u524d\u4f7f\u7528":47,"\u76ee\u524d\u53ea\u652f\u6301":40,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[40,41],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":42,"\u76ee\u524d\u652f\u6301fail":54,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":54,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":45,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":49,"\u76ee\u5f55":[40,41,52,58,59,71],"\u76ee\u5f55\u4e0b":[28,48,67,72],"\u76ee\u5f55\u4e0b\u627e\u5230":67,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":40,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":32,"\u76ee\u5f55\u4e2d":[52,69],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[40,41],"\u76ee\u5f55\u4e2d\u7684":[51,52],"\u76ee\u5f55\u4e2dpaddl":59,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":70,"\u76ee\u5f55\u548c":[40,41],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":59,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":72,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":67,"\u76ee\u6807":72,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":70,"\u76ee\u6807\u5411\u91cf":46,"\u76ee\u6807\u5b57\u5178":72,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[40,41],"\u76ee\u6807\u67b6\u6784abi":40,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":32,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":33,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u76f4\u63a5\u7f16\u8bd1raspberri":41,"\u76f4\u63a5\u8fd0\u884c":35,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":67,"\u76f8\u5173\u6587\u6863":41,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":41,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":64,"\u76f8\u5173\u8bba\u6587":70,"\u76f8\u53cd":72,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":32,"\u76f8\u5bf9":43,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":67,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":70,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":70,"\u76f8\u5f53":43,"\u77e9\u9635":53,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":71,"\u7814\u7a76\u751f":68,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":47,"\u793a":67,"\u793a\u4f8b":[32,65],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":43,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":43,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":43,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":38,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":38,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":32,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":72,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":43,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":32,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":33,"\u79bb":43,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":68,"\u79d1\u5e7b\u7247":68,"\u79f0\u4e3a":[46,47],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":35,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":35,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":42,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":54,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":48,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":59,"\u7a00\u758f\u768401\u5411\u91cf":[3,38],"\u7a00\u758f\u7684\u5411\u91cf":[3,38],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":56,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":59,"\u7a0b\u5e8f\u505c\u6b62":54,"\u7a0b\u5e8f\u5458":68,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":54,"\u7a20\u5bc6\u5411\u91cf":48,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":59,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,38],"\u7a97\u6237":43,"\u7acb\u523b\u9000\u51fa":32,"\u7aef\u53e3":52,"\u7aef\u53e3\u6570":52,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":52,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":32,"\u7b2c":43,"\u7b2c\u4e00\u4e2a":47,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":35,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":43,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e00\u5929":43,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":35,"\u7b2c\u4e00\u7ae0\u8282":38,"\u7b2c\u4e00\u884c\u4ece":71,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":65,"\u7b2c\u4e00\u884c\u662f":63,"\u7b2c\u4e00\u884c\u7684":72,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":33,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":71,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":72,"\u7b2c\u4e09\u6b65":65,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c":71,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":35,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":72,"\u7b2c\u4e8c\u6b65":[63,65],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":35,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":65,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":33,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":48,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u5176\u4ed6":72,"\u7b49\u53c2\u6570":59,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":57,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":57,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[67,72],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":57,"\u7b80\u4ecb":50,"\u7b80\u5355\u6765\u8bf4":51,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":32,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":69,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":51,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":69,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":58,"\u7b80\u76f4":43,"\u7b97\u6cd5":[32,33,46,71],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":46,"\u7b97\u6cd5\u914d\u7f6e":71,"\u7ba1\u7406\u4eba\u5458":68,"\u7ba1\u7406\u5458":68,"\u7c7b\u4f3c":[28,42],"\u7c7b\u4f3c\u5730":70,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":48,"\u7c7b\u522b\u4e2a\u6570":64,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":53,"\u7c7b\u522bid":67,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":67,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,54,69],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":42,"\u7c7b\u578b\u662fsparse_binary_vector":[3,38],"\u7c7b\u578b\u662fsparse_float_vector":[3,38],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":43,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":48,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":48,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":32,"\u7ea2\u697c\u68a6":63,"\u7eaa\u5f55\u7247":68,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":35,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":33,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":33,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":33,"\u7ebf\u7a0bid\u53f7":56,"\u7ec6\u8282\u63cf\u8ff0":55,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":32,"\u7ed3\u5408":57,"\u7ed3\u675f\u6807\u8bb0":46,"\u7ed3\u6784\u5982\u4e0b":71,"\u7ed3\u6784\u5982\u4e0b\u56fe":63,"\u7ed3\u679c\u4fdd\u5b58\u5728":70,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":71,"\u7ed3\u8bba":27,"\u7ed9":43,"\u7ed9\u4e2a\u7b80\u5355\u7684":47,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":64,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":64,"\u7ed9\u5b9a\u52a8\u8bcd":70,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":71,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":45,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":43,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":43,"\u7ef4\u5ea6\u4e3aword_dim":67,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":67,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":67,"\u7ef4\u62a4":57,"\u7ef4\u7a7a\u95f4":46,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":46,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":32,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":69,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":59,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":59,"\u7f16\u53f7":69,"\u7f16\u53f7\u4ece0\u5f00\u59cb":32,"\u7f16\u53f7\u5b57\u6bb5":69,"\u7f16\u7801\u5411\u91cf":46,"\u7f16\u7801\u5668\u8f93\u51fa":46,"\u7f16\u7801\u6e90\u5e8f\u5217":46,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":72,"\u7f16\u8bd1":[35,47],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":41,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":40,"\u7f16\u8bd1\u5668":[40,41],"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":49,"\u7f16\u8bd1\u5b8c\u6210\u540e":49,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":41,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":54,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":36,"\u7f16\u8bd1\u751f\u6210":49,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1\u9009\u9879":34,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u7f16\u8f91":57,"\u7f29\u653e\u53c2\u6570":65,"\u7f51\u7edc":[70,71],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":57,"\u7f51\u7edc\u540d\u79f0":67,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":48,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":48,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":48,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":48,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":54,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":48,"\u7f51\u7edc\u63a5\u53e3\u5361":52,"\u7f51\u7edc\u6a21\u5757":65,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":70,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":71,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":69,"\u7f51\u7edc\u901a\u4fe1":48,"\u7f51\u7edc\u914d\u7f6e":[52,67,71],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[65,70],"\u800c":[33,46,58,69],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":71,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":52,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":32,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":43,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":71,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":72,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":54,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":51,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":51,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":56,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":43,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":65,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":71,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":43,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":43,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":43,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":51,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":32,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":51,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":53,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":71,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":46,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":38,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":56,"\u800c\u7cfb\u7edf\u4e2d\u7684":32,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":43,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":43,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":47,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":34,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":45,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":38,"\u800cweight":64,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":38,"\u804c\u4e1a":68,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":68,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":45,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":45,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":67,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":45,"\u80fd\u83b7\u53d6":52,"\u811a\u672c":[52,64,69],"\u811a\u672c\u4fdd\u5b58\u5728":64,"\u811a\u672c\u5f00\u59cb\u65f6":59,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":71,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":71,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":64,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":47,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":52,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":45,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":49,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":46,"\u81ea\u5e95\u5411\u4e0a\u6cd5":67,"\u81ea\u6b64":40,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":56,"\u81ea\u7531\u804c\u4e1a\u8005":68,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,43,47],"\u8212\u9002":43,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":68,"\u8282\u70b9\u4e2d\u7684":52,"\u82e5":48,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[40,41],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":42,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":51,"\u82e5\u6709\u5fc5\u8981":48,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":40,"\u82e5\u73af\u5883\u53d8\u91cf":[40,41],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":42,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":42,"\u82f1\u6587\u6587\u6863":49,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":49,"\u82f1\u8bed":72,"\u8303\u56f4":56,"\u83b7\u53d6":47,"\u83b7\u53d6\u5229\u7528":67,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":71,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":67,"\u83b7\u53d6\u901a\u8fc7":71,"\u83b7\u53d6trainer":59,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":48,"\u867d\u7136":33,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":52,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":53,"\u884c":63,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":65,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":68,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":35,"\u8865\u5145\u4e0a\u6b21\u7684commit":47,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":48,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":48,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":57,"\u8868\u793a\u4e3adeviceid":56,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":52,"\u8868\u793a\u5973\u6027":68,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":43,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":52,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":52,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":72,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":68,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":67,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":71,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":71,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":71,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":59,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":67,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":67,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":59,"\u88ab":47,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u88ab\u653e\u5728":48,"\u88ab\u79f0\u4e3a":46,"\u897f\u90e8\u7247":68,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":69,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":72,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":51,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":52,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":64,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":69,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":42,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":45,"\u8981\u8c03\u7528":48,"\u89e3\u51b3\u529e\u6cd5\u662f":32,"\u89e3\u51b3\u65b9\u6848\u662f":32,"\u89e3\u538b":72,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":69,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":69,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":59,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":46,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":46,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":72,"\u89e3\u91ca":67,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97":46,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":33,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":46,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":48,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":46,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":48,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":33,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":48,"\u8ba1\u7b97\u8f93\u51fa":48,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":67,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":69,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[53,71],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":52,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":64,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":70,"\u8bad\u7ec3\u540e":70,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":52,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":51,"\u8bad\u7ec3\u5b8c\u6210\u540e":33,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":72,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":32,"\u8bad\u7ec3\u6570\u6910\u96c6":71,"\u8bad\u7ec3\u65f6":59,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":67,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":71,"\u8bad\u7ec3\u6a21\u578b\u540e":46,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":72,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":70,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":59,"\u8bad\u7ec3\u811a\u672c":67,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":67,"\u8bad\u7ec3\u81f3\u591a":69,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":59,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":32,"\u8bad\u7ec3\u8f6e\u6b21":67,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":32,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":53,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":54,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":54,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":54,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":71,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":71,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":71,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":64,"\u8bad\u7ec3dot_period":53,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bb0\u5fc6\u6a21\u5757":46,"\u8bba\u6587":65,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":52,"\u8bbe\u4e3a\u672c\u5730":52,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":[41,48],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":54,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":54,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":72,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":72,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":71,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":32,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[32,50,69],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":71,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":71,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":71,"\u8bbe\u7f6e\u6210":32,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":32,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":70,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":71,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":71,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":71,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":72,"\u8bbe\u7f6e\u7c7b\u522b\u6570":71,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[70,71],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":71,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":48,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":71,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":56,"\u8bbe\u7f6ebatch":71,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":72,"\u8bbe\u7f6egpu":54,"\u8bbe\u7f6epass":71,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":72,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":59,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":33,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":67,"\u8bc4\u5206":[68,69],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":69,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":68,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":47,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":47,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":47,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":47,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":[31,63],"\u8bcd\u5411\u91cf\u6a21\u578b":66,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":63,"\u8bcd\u9891\u6700\u9ad8\u7684":72,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":51,"\u8be5":[52,70],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":54,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":54,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":54,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":54,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":54,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":54,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":54,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":54,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":54,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":48,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":67,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":54,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":48,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":34,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":68,"\u8be5\u6570\u636e\u96c6":63,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":68,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":68,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":54,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":69,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":65,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":69,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":64,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":67,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":72,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":33,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":46,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":69,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":69,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":69,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":33,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":48,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":41,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":69,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":65,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":64,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":48,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":41,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":43,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":52,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":67,"\u8be6\u7ec6\u53ef\u53c2\u8003":47,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":65,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":32,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":67,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":34,"\u8be6\u7ec6\u89c1":42,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[66,70],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bed\u8a00\u6a21\u578b":63,"\u8bf4\u660e":[19,34,59],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":47,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":69,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":48,"\u8bf7\u4fdd\u8bc1travi":47,"\u8bf7\u5148\u4f7f\u7528":[40,41],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":49,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":56,"\u8bf7\u53c2\u8003":[3,28,32,38,43,48,49,67],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":67,"\u8bf7\u53c2\u8003\u9875\u9762":69,"\u8bf7\u53c2\u8003layer\u6587\u6863":64,"\u8bf7\u53c2\u89c1":47,"\u8bf7\u53c2\u9605":46,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":70,"\u8bf7\u5728\u8be5pull":47,"\u8bf7\u5b89\u88c5cuda":37,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":49,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":47,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":47,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":35,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":54,"\u8bf7\u67e5\u770b":63,"\u8bf7\u6ce8\u610f":[35,46,58,63],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":47,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":47,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":56,"\u8bf7\u786e\u4fdd":47,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":47,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":47,"\u8bf7\u8bb0\u4f4f":52,"\u8bf7\u8fd0\u884c":35,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":47,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":32,"\u8bf7\u9075\u5b88":47,"\u8bf7\u91c7\u7528":47,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":56,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":33,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":59,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":59,"\u8c03\u7528":[48,64],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":33,"\u8c03\u7528\u65b9\u6cd5\u89c1c":40,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":48,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":70,"\u8d1f\u6837\u672c":67,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":71,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":71,"\u8d21\u732e\u6587\u6863":49,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":57,"\u8d77":43,"\u8def\u5f84\u4e0b":[33,65],"\u8df3\u8f6c\u5230":47,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":64,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":65,"\u8f6e":69,"\u8f83":43,"\u8f93\u5165":[42,46],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":45,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":45,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":64,"\u8f93\u5165\u5c42\u5c3a\u5bf8":65,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":43,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":43,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":56,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":71,"\u8f93\u5165\u6587\u672c":63,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":63,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":48,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":48,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":65,"\u8f93\u5165\u7684":63,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":72,"\u8f93\u5165\u7684\u540d\u5b57":48,"\u8f93\u5165\u7684\u5927\u5c0f":48,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":63,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8f93\u5165\u7684\u7c7b\u578b":48,"\u8f93\u5165\u95e8":71,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":71,"\u8f93\u5165n\u4e2a\u5355\u8bcd":67,"\u8f93\u51fa":[42,46],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":67,"\u8f93\u51fa\u51fd\u6570":46,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":42,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":45,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":69,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":63,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":71,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":71,"\u8f93\u51fa\u67092\u5217":63,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":65,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":63,"\u8f93\u51fa\u7684\u68af\u5ea6":54,"\u8f93\u51fa\u76ee\u5f55":65,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":58,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":43,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":32,"\u8fd0":35,"\u8fd0\u884c":37,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":69,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":72,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":35,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":63,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":63,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":33,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":35,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":52,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[32,50,67],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":35,"\u8fd0\u884c\u5931\u8d25":56,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":63,"\u8fd0\u884c\u5b8c\u6210\u540e":52,"\u8fd0\u884c\u5b8c\u811a\u672c":71,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":63,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":71,"\u8fd0\u884c\u65e5\u5fd7":52,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":59,"\u8fd1":43,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":72,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":70,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":69,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,38],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":48,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":43,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":40,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":47,"\u8fd8\u662f":43,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":43,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":71,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":70,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":64,"\u8fd9":[32,43,67],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":51,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":45,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":67,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":52,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":64,"\u8fd9\u4e24\u4e2a\u6807\u51c6":70,"\u8fd9\u4e2a":[43,57],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":32,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":32,"\u8fd9\u4e2a\u51fd\u6570\u7684":46,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":43,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":46,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":72,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":59,"\u8fd9\u4e2a\u57fa\u7c7b":48,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":71,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":45,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":43,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":72,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":67,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":72,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":43,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":35,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":48,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":48,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":70,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":57,"\u8fd9\u4e2a\u8868\u683c":57,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":45,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":33,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":47,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":63,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":57,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":72,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":35,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":46,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":59,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":45,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":32,"\u8fd9\u4e9b":52,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":59,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":69,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":48,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":32,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":32,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":65,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":65,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":65,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":70,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":43,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":48,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":33,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":47,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":47,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":48,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":72,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":43,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":34,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":47,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":47,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":43,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":70,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":43,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":70,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":46,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":72,"\u8fd9\u5df2\u7ecf\u5728":71,"\u8fd9\u610f\u5473\u7740":46,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":33,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":56,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":71,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":42,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":64,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":47,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":43,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":32,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":72,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":72,"\u8fd9\u6837":[28,33,52],"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":32,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":56,"\u8fd9\u6837\u5bb9\u5668\u7684":59,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":69,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":35,"\u8fd9\u6837\u5f53\u8be5pull":47,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":48,"\u8fd9\u6837\u7684\u8bdd":58,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":69,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":51,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":33,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":48,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":32,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":48,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":56,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":46,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":45,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":59,"\u8fd9\u7bc7\u6587\u6863":47,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":41,"\u8fd9\u7bc7\u6587\u7ae0":72,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":43,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":46,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc":[32,35,46,47,57,59,65,70],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":35,"\u8fd9\u91cc\u4ee5":67,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":33,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":33,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":71,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":43,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":32,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":33,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":72,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":67,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":38,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":33,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":69,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":64,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":64,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":69,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":48,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":35,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":59,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":67,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":33,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":72,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":72,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":52,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":72,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":72,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":72,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":64,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":67,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":57,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":72,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":72,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":72,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":67,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":47,"\u8fdb\u5165":71,"\u8fdb\u5165\u5bb9\u5668":58,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":35,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":59,"\u8fdb\u7a0b\u7684":52,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":59,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":59,"\u8fdb\u7a0b\u9700\u8981\u7684":59,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u8fdb\u884c\u4e86":43,"\u8fdb\u884c\u4f7f\u7528":64,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":59,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":59,"\u8fdb\u884c\u56de\u590d":47,"\u8fdb\u884c\u5f00\u53d1":47,"\u8fdb\u884c\u62c6\u89e3":43,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":48,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":33,"\u8fdb\u884c\u9884\u6d4b":67,"\u8fdb\u9636\u6307\u5357":[38,62],"\u8fde\u63a5":45,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":71,"\u9000\u4f11\u4eba\u5458":68,"\u9000\u51fa\u5bb9\u5668":58,"\u9002\u4e2d":43,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":35,"\u9009":43,"\u9009\u62e9":43,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":67,"\u9009\u62e9\u76ee\u6807\u5206\u652f":47,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":54,"\u9009\u62e9\u8fc7\u540e\u7684":72,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":57,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":68,"\u9009\u9879":[34,63],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":53,"\u901a\u5e38":[28,52,71],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":59,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":56,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":32,"\u901a\u5e38\u540d\u5b57\u662f":47,"\u901a\u5e38\u60c5\u51b5\u4e0b":51,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":58,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":57,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":46,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":48,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":43,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":56,"\u901a\u7528":53,"\u901a\u77e5":43,"\u901a\u8fc7":[32,43,47,48,52,67],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":45,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":41,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":64,"\u901a\u8fc7\u4f7f\u7528":34,"\u901a\u8fc7\u51fd\u6570":59,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":64,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":32,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":45,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":45,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":47,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":71,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":67,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":38,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":48,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":67,"\u901a\u8fc7data":45,"\u901a\u8fc7volum":57,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u903b\u8f91\u56de\u5f52":67,"\u9053\u6b49":43,"\u9069":43,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":47,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":68,"\u9075\u5faa\u6587\u7ae0":63,"\u90a3\u4e48":[28,45,48],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":45,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":32,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":32,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":32,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":32,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":33,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":46,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":46,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":32,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":32,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":49,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":32,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":32,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":32,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":56,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":51,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":51,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":32,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":51,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":51,"\u90ae\u7f16":68,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":57,"\u90fd":43,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":54,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":33,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":43,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":42,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":43,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u7528":47,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":47,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":48,"\u914d\u7f6e":71,"\u914d\u7f6e\u4e86\u7f51\u7edc":69,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":64,"\u914d\u7f6e\u5982\u4e0b":63,"\u914d\u7f6e\u6253\u5f00":51,"\u914d\u7f6e\u6587\u4ef6":67,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":48,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":63,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":52,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":46,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":48,"\u914d\u7f6eapi":42,"\u9152\u5e97":43,"\u91c7\u6837\u5c42":69,"\u91c7\u7528":70,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":70,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":54,"\u91c7\u7528multi":32,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":58,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":37,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":65,"\u91cc\u7684\u65e5\u5fd7":52,"\u91cc\u9762\u6db5\u76d6\u4e86":35,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":35,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":51,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":41,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":58,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":32,"\u9488\u5bf9\u6587\u672c":69,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":34,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":67,"\u9500\u552e":68,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9519\u8bef\u7387":67,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":32,"\u955c\u50cf\u91cc\u6709":58,"\u957f\u5ea6":32,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":46,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":46,"\u95ee\u9898":33,"\u95f4\u9694":67,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":54,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":54,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":43,"\u9664\u53bbdata\u5c42":67,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":63,"\u9664\u96f6\u7b49\u95ee\u9898":32,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":47,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":70,"\u968f\u673a\u6570\u7684\u79cd\u5b50":54,"\u968f\u673a\u6570seed":53,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":33,"\u9694\u5f00":65,"\u96c6":68,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":72,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":72,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":54,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":58,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":52,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":52,"\u96c6\u7fa4\u5de5\u4f5c":52,"\u96c6\u7fa4\u6d4b\u8bd5":53,"\u96c6\u7fa4\u8bad\u7ec3":53,"\u96c6\u7fa4\u8fdb\u7a0b":52,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":52,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":52,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":52,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":51,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":59,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":47,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":57,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":47,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":59,"\u9700\u8981\u5728":52,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":58,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":49,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":65,"\u9700\u8981\u5bf9":57,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":32,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":71,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":43,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":38,"\u9700\u8981\u660e\u786e\u6307\u5b9a":54,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":57,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":59,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[31,54,69],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":48,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":43,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":40,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":45,"\u975e\u5e38\u6570":48,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":48,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":40,"\u97f3\u4e50\u5267":68,"\u987a\u5e8f":43,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":69,"\u9884\u5904\u7406\u811a\u672c":71,"\u9884\u5b9a\u4e49\u7f51\u7edc":71,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":71,"\u9884\u63d0\u4ea4\u94a9\u5b50":47,"\u9884\u6d4b\u540e":70,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":71,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":65,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":69,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":67,"\u9884\u6d4b\u811a\u672c\u662f":70,"\u9884\u6d4bid":67,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":71,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":63,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":63,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":65,"\u989d\u5916\u7684\u53c2\u6570":67,"\u9996\u5148":[3,33,43,46,48,63,65,67,70,71],"\u9996\u5148\u4e0b\u8f7dcifar":64,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":34,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":47,"\u9996\u5148\u5b89\u88c5paddlepaddl":71,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":48,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":48,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":72,"\u9996\u5148\u901a\u8fc7":47,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":38,"\u9a71\u52a8":49,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":68,"\u9ad8\u4eae\u90e8\u5206":43,"\u9ad8\u53ef\u7528":57,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":46,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":32,"\u9ed1\u8272\u7535\u5f71":68,"\u9ed8\u8ba4":[3,54,72],"\u9ed8\u8ba4256k":25,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":67,"\u9ed8\u8ba4\u4e0d\u663e\u793a":54,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":45,"\u9ed8\u8ba4\u4e3a0":[54,56],"\u9ed8\u8ba4\u4e3a1":[3,56],"\u9ed8\u8ba4\u4e3a100":56,"\u9ed8\u8ba4\u4e3a4096mb":54,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":69,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":45,"\u9ed8\u8ba4\u4e3anull":54,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":54,"\u9ed8\u8ba4\u503c":[34,42,56],"\u9ed8\u8ba4\u503c\u4e3a":[40,41],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":45,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[32,52,71],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":71,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":43,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":71,"\u9ed8\u8ba4\u7684":58,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":56,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[40,41],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":52,"adamax\u7b49":67,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":67,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":40,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":40,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":44,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":[25,57],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863":40,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":49,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u6765\u9884\u6d4b":40,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5934\u6587\u4ef6":[40,41],"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u7ea7\u522b":40,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":40,"api\u7ea7\u522b\u4e3a21":40,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"app\u4e2d":40,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":32,"atlas\u7684\u8def\u5f84":34,"avx\u7684\u955c\u50cf":35,"awselasticblockstore\u7b49":57,"batch\u4e2d\u5305\u542b":32,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":54,"batches\u6b21":54,"bin\u548c\u8bc4\u5206\u6587\u4ef6":69,"blas\u7684\u8def\u5f84":34,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":35,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":35,"book\u7684":38,"book\u7684docker\u955c\u50cf":35,"bool\u578b\u53c2\u6570":3,"boolean":[9,26,27],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":35,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":35,"byte":[25,32],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"caoying\u7684pul":72,"case":[9,28,30,51],"char":22,"class":[6,7,9,11,12,13,15,16,27,32,48,71],"cmake\u4e2d\u5c06":51,"cmake\u53c2\u6570\u5982\u4e0b":41,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":40,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":32,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[40,41],"cmake\u7f16\u8bd1\u65f6":34,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[40,41],"cmake\u914d\u7f6e\u4e2d\u5c06":51,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[40,41],"conf\u4f5c\u4e3a\u914d\u7f6e":72,"const":[22,29,48],"container\u4e2d":58,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":38,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":32,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":56,"count\u548cgpu":56,"cpu\u7248\u672c":37,"cuda\u5e73\u53f0":37,"cuda\u5e93":54,"cudnn\u5e93":[34,54],"dat\u4e2d":69,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":59,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":43,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":43,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,67],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":32,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"deb\u5b89\u88c5\u5305":37,"decay\u5219\u4e3a0":64,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":45,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":45,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":45,"decoer\u67b6\u6784":45,"default":[7,8,9,10,12,13,15,16,17,56,58,59,71],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":69,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":72,"docker\u5b58\u5728\u95ee\u9898":35,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":49,"docker\u7684\u5b98\u7f51":49,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":35,"dockerfile\u4f4d\u4e8epaddlepaddl":35,"dockers\u8bbe\u7f6e":35,"dropout\u7684\u6bd4\u4f8b":48,"elec\u6d4b\u8bd5\u96c6":67,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":67,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":45,"encoder\u8f93\u51fa":45,"entropy\u4f5c\u4e3acost":32,"enum":22,"evaluator\u7684\u503c\u4f4e\u4e8e0":72,"export":[9,32,35,37,64],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,38],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":56,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":56,"final":10,"float":[3,7,8,9,11,13,33,51,65],"float\u7b49":56,"function":[9,10,11,13,16,18,21,22,23,24,29,30,46,71],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":72,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":47,"github\u9996\u9875":47,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":34,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":51,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":35,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":50,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":54,"gpu\u7248\u672c":37,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":70,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":32,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":71,"group\u6559\u7a0b":44,"gru\u6216lstm":46,"gru\u6a21\u578b":67,"gru\u6a21\u578b\u914d\u7f6e":67,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":69,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":49,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,38],"id\u4e3a0\u7684\u6982\u7387":67,"id\u4e3a1\u7684\u6982\u7387":67,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":54,"id\u6307\u5b9a\u7684gpu":56,"id\u65e0\u6548":54,"image\u91cc":58,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":71,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":71,"imdb\u7684\u6570\u6910\u96c6":71,"import":[3,5,8,9,16,32,33,38,49,63,64,65,71,72],"include\u4e0b\u9700\u8981\u5305\u542bcbla":34,"include\u4e0b\u9700\u8981\u5305\u542bmkl":34,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,43,48,56,70],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"issue\u7f16\u53f7":47,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":57,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":57,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":59,"job\u7684\u540d\u5b57":59,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":59,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"kubernetes\u5355\u673a\u8bad\u7ec3":50,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":57,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":59,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":59,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":57,"kubernetes\u652f\u6301\u591a\u79cdvolum":57,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":58,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":57,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":43,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":43,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":45,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":38,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":48,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":34,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":34,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":34,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":34,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":56,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":56,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":71,"lstm\u6a21\u578b":67,"lstm\u6a21\u578b\u914d\u7f6e":67,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":71,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":45,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":46,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":46,"memory\u53ea\u80fd\u5728":45,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":43,"memory\u6307\u5411\u4e00\u4e2alay":45,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":46,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":43,"memory\u7684":46,"memory\u7684\u521d\u59cb\u72b6\u6001":45,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":43,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":45,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":46,"memory\u7684i":45,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":45,"mkl\u7684\u8def\u5f84":34,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":34,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":72,"mode\u7684python\u51fd\u6570":72,"model\u505a\u5206\u652f\u7ba1\u7406":31,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":69,"name\u662f\u4f53\u88c1":69,"name\u662f\u5e74\u9f84":69,"name\u662f\u6027\u522b":69,"name\u662f\u7535\u5f71\u540d":69,"name\u662f\u804c\u4e1a":69,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":59,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":40,"new":[9,13,17,18,21,22,23,30,47,48],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":57,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":72,"noavx\u7248\u672c":37,"normalization\u5c42":65,"normalization\u5c42\u7684\u53c2\u6570":65,"note\u7684\u4e66\u5199":31,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":35,"null":[9,48,54],"num_gradient_servers\u53c2\u6570":59,"openblas\u7684\u8def\u5f84":34,"out\u4e0b\u5305\u542b":64,"out\u7684\u6587\u4ef6\u5939":64,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":59,"packages\u91cc\u9762":32,"packages\u91cc\u9762\u7684python\u5305":32,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":34,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":72,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":43,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":32,"paddle\u4f7f\u7528git":31,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":31,"paddle\u66ff\u6362\u6210":35,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u7684dock":58,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":35,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":58,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u4e2d":[42,45],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":71,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":43,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":38,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[40,41],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":38,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":67,"paddlepaddle\u4f7f\u7528\u5747\u503c0":32,"paddlepaddle\u4f7f\u7528avx":32,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":33,"paddlepaddle\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":35,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":34,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":67,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":43,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":48,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":43,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,38],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":67,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":33,"paddlepaddle\u5c06\u6839\u636e":40,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":33,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[40,41],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":35,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":33,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":37,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":36,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":38,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":34,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":33,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":32,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":32,"paddlepaddle\u6587\u6863\u4f7f\u7528":49,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":49,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[33,38],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":35,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":32,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":40,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":49,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":49,"paddlepaddle\u7684\u6e90\u7801":47,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":36,"paddlepaddle\u7684bas":48,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":40,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":40,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":36,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":43,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":35,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":32,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":40,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":40,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":67,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":45,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":45,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":59,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":35,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":54,"pass\u5230":72,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":54,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":54,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":54,"passes\u8f6e":54,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":56,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":54,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":54,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":54,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":54,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":71,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":71,"period\u6574\u9664":54,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":54,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":41,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":41,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":41,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":41,"pi\u7248\u672c\u7684\u5e93":41,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":41,"pi\u7cfb\u7edf":41,"pi\u7cfb\u7edf\u4e0a":41,"pi\u7cfb\u7edf\u7684\u7248\u672c":41,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":57,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":57,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":64,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":67,"prod\u7684\u751f\u4ea7\u955c\u50cf":35,"public":[13,48,58,71],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,32,67,69],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":32,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":33,"python\u5305":49,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":48,"query\u6539\u5199":72,"rate\u4e3a0":72,"rate\u4e3a5":72,"rate\u88ab\u8bbe\u7f6e\u4e3a0":64,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":59,"release\u9875\u9762":31,"repo\u7684\u6839\u76ee\u5f55":35,"request\u524d":47,"request\u7684":47,"request\u88ab\u5408\u5e76\u540e":47,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":68,"resnet\u6a21\u578b":66,"return":[3,7,9,10,12,13,15,16,20,22,24,33,38,43,46,48,59,65],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":43,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":45,"rnn\u6a21\u578b":67,"rnn\u76f8\u5173\u6a21\u578b":50,"rnn\u914d\u7f6e":44,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":54,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":43,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":45,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":54,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":64,"sh\u6765\u8fdb\u884c\u6784\u5efa":49,"sh\u8c03\u7528\u4e86":65,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":32,"size\u4e3a1":72,"size\u4e3a50":72,"size\u4e3a512":54,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":32,"size\u5927\u5c0f\u4e3a128":71,"size\u662f3":72,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":32,"size\u7684\u503c":3,"softmax\u5c42":63,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":48,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":32,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":70,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":35,"ssh\u8fdb\u5165\u5bb9\u5668":35,"static":[22,28],"step\u51fd\u6570\u4e2d\u7684memori":45,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":45,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"super":48,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":28,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":35,"tag\u4e3a":31,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":72,"tests\u7684paddlepaddl":47,"tflops\u4e86":51,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":40,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":38,"true":[7,8,9,10,12,13,15,16,30,32,43,46,48,56,59,65,69,70,71,72],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"try":[11,17,18,21,22,30,32],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":69,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":36,"ubuntu\u90e8\u7f72paddlepaddl":36,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":54,"utf8\u7f16\u7801":63,"uts\u7b49linux":57,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":34,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":71,"vocab\u505a\u4e3a\u5b57\u5178":71,"void":[22,27,28,48],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":57,"w0\u548c":65,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":65,"while":[7,13,29,30,59,72],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":46,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":43,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":38,"x\u548cwindow":[35,40],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":35,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":38,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":59,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":59,"zero\u4e09\u79cd\u64cd\u4f5c":54,AGE:58,AWS:[20,57,60,61],And:[8,9,11,13,24,30],But:[9,10,13,32],EOS:9,For:[5,8,9,11,13,16,21,22,23,24,29,30,37,51],IDs:13,NFS:57,Not:[16,18],One:[8,10,15],PFS:25,QoS:58,TLS:[16,25],That:[9,13,30],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,48,59,67,70,72],Their:[9,18],Then:9,There:[8,9,13,15,16,18,22,24,26,29],These:8,Use:[8,13,16,26,30],Used:10,Using:[18,71],Will:[13,15],With:[9,10],YES:24,Yes:35,___embedding_0__:59,___embedding_1__:59,__file__:24,__init__:48,__main__:[5,65],__meta__:69,__mse_cost_0__:59,__name__:[5,65],__rnn_step__:46,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:46,_res2_1_branch1_bn:65,_source_language_embed:[46,63],_target_language_embed:[46,63],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,24,26,70,72],abov:[3,8,9,16,17,18,21,51],abs:10,acceler:19,accept:[7,13,16,30,70],access:[9,10,16,21,24],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accuraci:8,acl:71,aclimdb:71,across:[9,13],act:[9,10,32,33,38,43,46],act_typ:67,activ:[10,14,38,46,67],activi:10,actual:9,adadelta:[32,67],adagrad:67,adam:[16,22,67,71],adamoptim:[63,67,71,72],adapt:[8,11],add:[9,10,13,17,32,47],add_depend:17,add_execut:17,add_input:48,add_test:[17,48],add_to:9,add_unittest_without_exec:48,addbia:48,added:[8,47],addit:[9,10],address:[18,22],addrow:48,addtolay:9,adversari:30,affect:9,afford:21,afi:3,aforement:17,after:[9,13,21,22,26,29,47],again:[16,18],age:[13,59,69],agg_level:[9,42,43],aggregatelevel:[42,43],ago:17,aircraft:72,airplan:64,aistat:9,alex:[9,71],alexnet_pass1:56,alexnet_pass2:56,algo_hrnn_demo:43,algorithm:[9,11,21,63,71,72],align:[9,10,13,72],all:[3,7,8,9,11,16,18,22,24,26,28,45,59,70,71],alloc:[7,22,24],allow:[16,22],allow_only_one_model_on_one_gpu:[53,54,56],almost:10,alreadi:[18,32,37],also:[9,10,13,16,17,23,29,30,51,67],alwai:[9,10,15,30,59],amazon:58,ambigu:30,amd64:57,amend:47,analysi:[70,71],android:40,android_abi:40,android_arm_neon:40,android_native_api_level:40,android_standalone_toolchain:40,androideabi:40,ani:[9,10,13,16,17,18,22,24,30],annot:70,annual:70,anoth:[9,16,24],anroid_arm_mod:40,anyth:[13,30,70],api:[9,13,15,16,17,22,23,24,25,29,31,51,59,62,71],api_shar:17,api_test:17,api_trainer_config:69,api_trainer_config_helpers_data_sourc:69,api_trainer_config_helpers_lay:[46,67],api_trainer_config_helpers_layers_context_project:69,api_trainer_config_helpers_layers_cos_sim:69,api_trainer_config_helpers_layers_data_lay:69,api_trainer_config_helpers_layers_embedding_lay:69,api_trainer_config_helpers_layers_fc_lay:69,api_trainer_config_helpers_layers_pooling_lay:69,apiserv:57,apivers:[57,58,59],apo:72,append:[3,15,30,43,46,59],append_gradient_machin:15,appleyard:51,appli:[9,10],applic:[51,58],approach:[9,29,67],apt:[37,64],arbitrari:9,arch:40,architectur:72,archiv:[13,27,28],arg:[3,8,10,13,32,33,59,64,65,67,70,71],arg_nam:9,argpars:59,args_ext:59,argument:[3,9,13,21,29,59,70],argumentpars:59,argv:65,arm64:40,arm:[40,41],arm_soft_fp_abi:40,armeabi:40,around:[3,9],arrai:[5,7,9,13,15,22,30,38,65],articl:47,arxiv:[9,10,71],as_row_vector:9,ask:18,assert:5,assign:[8,9,21],associ:[29,70],assum:[8,9],astyp:30,asyc:18,async:[18,53],async_count:[53,54],async_lagged_grad_discard_ratio:54,async_lagged_ratio_default:[53,54],async_lagged_ratio_min:[53,54],asynchron:18,atla:34,atlas_root:34,attenion:10,attent:[9,10,72],attr1:9,attr2:9,attr:[7,9,10,46],attribut:[9,10,14],auc:53,author:[25,57],authorized_kei:52,auto:[27,48,51],automat:[9,16,22,72],automaticli:9,automobil:64,avail:[18,22],averag:[8,9,12,21,70],average_test_period:[53,54,70],averagepool:9,avg:[42,51,67],avgcost:[67,69,71,72],avgpool:[9,67],avoid:[18,29,51],avx:35,await:58,awar:[16,18],aws:25,azur:57,b2t:63,b363:58,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:58,back:18,backward:[6,9,10,22,29,48],backward_first:46,backwardactiv:48,baidu:58,balasubramanyan:71,bank:70,bardward:10,bare:[57,58],barrierstatset:51,base:[9,12,13,16,21],baseactiv:10,baseev:15,basematrix:48,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[35,47,49,58,59],basic:[9,15],batch:[9,10,11,13,15,16,18,20,33,38,52,58,59,64,65,67,69,71,72],batch_0:65,batch_id:[15,38],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[13,32,33,38,52,63,64,67,69,71,72],batchsiz:[9,48],bazel:17,bbbbb:20,bcd:9,bcebo:13,bcm2708:41,beam:[9,46,72],beam_gen:[9,46],beam_search:[15,45,46],beam_siz:[9,46,53,54,56],beamsiz:72,becaus:[8,9,13,16,17,18,22,29,30,43],been:[21,70],befor:[9,10,18,26,29,30,32],begin:[8,9,22,26],beginiter:[15,16],beginn:46,beginpass:[15,16],begintrain:16,being:[18,30],belong:9,below:[9,13,18,22,29,30],benefit:[10,24],bengio:9,bertolami:71,besid:[9,13],best:[9,69],best_model_path:70,besteffort:58,beta1:11,beta2:11,beta:65,better:[9,10,17],between:[8,9,11,17,18,22,28,29,72],bgr:65,bi_gru:10,bi_lstm:10,bia:[9,10,11,48,65],bias:9,bias_attr:[9,10,32,33,43,46],bias_param:32,bias_param_attr:10,biases_:48,biasparameter_:48,biassiz:48,bidi:58,bidirect:[9,10,70,71],bidirectional_lstm_net:71,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:51,bin:[35,37,52,57,58,59,69],binari:[8,9,13,17,24],bird:64,bitext:72,blank:9,bleu:72,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:71,book:[13,46],bool:[7,8,9,10,12,13,48,54,56,71],boot:[9,45,46],boot_bia:9,boot_bias_active_typ:9,boot_lay:[43,46],boot_with_const_id:9,bos_id:[9,46],both:[6,7,9,10,16,17,18],bottom:67,boundri:8,branch:[9,16,31,47],brendan:71,brief:22,broadcast:18,broken:47,browser:35,bryan:71,buf_siz:13,buffer:[13,30],buffer_s:13,buffered_read:30,bug:47,build:[9,13,17,24,35,40,41,47,59,60,61,72],build_dict:13,build_doc:49,built:[17,51],bunk:71,c11:27,c703c041:47,c99:28,cach:[32,70],cache_pass_in_mem:[3,32,70],cachetyp:[3,32,70],calc_batch_s:[3,70],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,24,51,59,67],callabl:[7,9,13],callback:48,calrnn:43,caltech:64,can:[7,8,9,10,13,16,18,21,24,29,30,51],can_over_batch_s:[3,70],candid:9,cannot:32,capi:27,capi_prvi:28,caption:72,card:52,care:[10,24,30],cat:[35,59,64,65,71],categori:[9,13,18],categorig:13,categoryfil:58,caus:[18,26],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:72,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,57],cephf:[20,24,25],certif:[16,25,57],cffi:27,cfg:58,cgo:27,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,24,29,30,47,71],channel:[9,51],check:[3,13,32,37,47,48,54],check_align:13,check_eq:48,check_fail_continu:3,check_l:48,check_sparse_distribution_batch:[53,54],check_sparse_distribution_in_pserv:[53,54],check_sparse_distribution_ratio:[53,54],check_sparse_distribution_unbalance_degre:[53,54],checkgrad:54,checkgrad_ep:54,checkout:47,checksum:25,chunk:[21,25],chunk_schem:8,chunktyp:8,cifar:64,cifar_vgg_model:64,claimnam:59,clang:[27,35,47],clarifi:8,class1:71,class2:71,class_dim:71,classic:9,classif:[9,67,71,72],classifi:65,classification_cost:[32,43,64,67],classification_error_evalu:[8,67,71,72],classification_evalu:8,clean:[17,29,32,47],clear:[8,17,29],clearer:29,client:[23,57],clip:[7,54,67],clock:9,clone:[9,35,41],close:[3,30,47],cloud:[18,24,25,26],cluster:[16,18,22,52,57,59],cluster_train:52,cmake:[28,32,34,40,41,47,49,51],cmake_build_typ:[40,41],cmake_c:[40,41],cmake_system_nam:[40,41],cmakelist:[17,48],cmatrix:[27,28],cna:9,cnn:[9,58,67],code:[3,5,9,13,16,17,29,30,35,48,58,69],coded_stream:32,codedinputstream:32,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:48,color:[64,65],colour:13,column:[8,9,30],column_evalu:8,com:[9,10,13,35,37,40,41,47,57,58,65],combin:[8,9,10,13,15],comma:22,command:[17,24,26,48,56,58,59,60,61],commandlin:[51,59],comment:[9,17,43,59],commit:58,common:20,common_util:52,commonli:26,commun:[18,22,23],compil:[9,17,37,40,41],complet:[9,10,13,15,18,21,22,25,58,59],complex:[10,30],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,70,71],computation:9,conat:9,concat:[46,72],concaten:10,concept:[8,16,29],concern:16,concurr:18,condit:[9,21,58],conf:[5,9,32,43,52,59,63,65,72],conf_paddle_gradient_num:59,conf_paddle_n:59,conf_paddle_port:59,conf_paddle_ports_num:59,conf_paddle_ports_num_spars:59,config:[7,9,10,20,26,33,38,48,52,53,54,56,57,58,59,64,67,69,70,71,72],config_:54,config_arg:[53,54,56,65,67,70,71],config_bas:[8,9,15],config_fil:70,config_gener:[52,69],config_lay:48,config_len:22,config_pars:[5,48],config_proto:22,configprotostr:32,configur:[9,22,24,48,63,65,72],confirm:26,conflict:47,confront:72,conll05st:70,conll:[13,70],connect:[10,24,58,67],connectionist:[9,71],connor:71,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,30],construct:[8,16],consum:18,contact:18,contain:[3,8,9,10,12,13,15,16,21,29,58,59],content:[22,26],content_len:22,context:[3,9,10,13,46,57],context_attr:10,context_len:[9,10,67],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,67],continu:[8,18],contrast:9,control:[7,58,72],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convent:22,convert:[3,5,13,20,30],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:47,coordin:[18,22],copi:[15,16,21,26,69],core:[7,28,29],corpora:72,corpu:[13,70],correct:9,correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cosin:9,cost:[11,15,16,33,38,69,71,72],cost_id:9,could:[9,13,15,16,21,29,30],couldn:37,count:[18,24,30,51,54,56,58,69,70,71,72],counter:[18,21],cours:[8,24],cpp:[27,28,29,32,43,48,51,59,67,69,72],cpu:[3,7,9,24,29,31,35,37,51,56,58,59,70],cpuinfo:35,cpusparsematrix:28,crash:[18,51],creat:[7,9,13,15,16,18,22,25,26,29,38,47,48,58,59],create_bias_paramet:48,create_input_paramet:48,createfromconfigproto:5,creator:[13,20],credenti:26,crf:70,critic:71,crlf:47,crop:65,crop_siz:65,cross:[9,32,40,41,67],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[25,57],csc:48,cslm:72,csr:48,ctc:8,ctc_evalu:8,ctest:[35,47],ctrl:[52,69],ctx:70,ctx_0:70,ctx_0_slot:70,ctx_n1:70,ctx_n1_slot:70,ctx_n2:70,ctx_n2_slot:70,ctx_p1:70,ctx_p1_slot:70,ctx_p2:70,ctx_p2_slot:70,cub:64,cuda:[17,37,51,52,54],cuda_dir:[53,54],cuda_so:[32,35],cuda_visible_devic:32,cudaconfigurecal:51,cudadevicegetattribut:51,cudaeventcr:51,cudaeventcreatewithflag:51,cudafre:51,cudagetdevic:51,cudagetdevicecount:51,cudagetdeviceproperti:51,cudagetlasterror:51,cudahostalloc:51,cudalaunch:51,cudamalloc:51,cudamemcpi:51,cudaprofilerstart:51,cudaprofilerstop:51,cudaprofilestop:51,cudaruntimegetvers:51,cudasetdevic:51,cudasetupargu:51,cudastreamcr:51,cudastreamcreatewithflag:51,cudastreamsynchron:51,cudeviceget:51,cudevicegetattribut:51,cudevicegetcount:51,cudevicegetnam:51,cudevicetotalmem:51,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[53,54],cudnn_convt:9,cudnn_dir:[53,54],cudnnv5:34,cudrivergetvers:51,cuinit:51,cumul:9,curl:57,current:[3,9,18,22,29,57],current_word:46,currentcost:[67,69,71,72],currentev:[67,69,71,72],curv:16,custom:[16,24],custom_batch_read:30,cutoff:13,cxx_compil:[40,41],cxx_flags_minsizerel:[40,41],cycl:18,cyclic:9,cython:27,dalla:3,dan:70,dandroid_abi:40,dandroid_arm_mod:40,dandroid_arm_neon:40,dandroid_standalone_toolchain:40,darwin:57,dat:[13,20,52,69],data:[3,8,10,11,15,16,20,21,25,29,32,37,38,43,46,52,53,58,59,60,63,64,65,67,69,70,71,72],data_config:5,data_dir:[63,64,71,72],data_feed:13,data_fil:33,data_lay:[3,32,33,43,64,67,70],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_typ:[13,38,46],databas:13,datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,32,33,52,59,67,69,70],dataprovider_:67,dataprovider_bow:67,dataprovider_emb:67,dataproviderconvert:5,datasci:9,dataset:[20,24,30,38,46,65,68,71,72],date:70,db_lstm:70,dcmake_install_prefix:[40,41],dcmake_system_nam:[40,41],dcudnn_root:34,dead:18,deb:[37,47],debug:26,decai:11,decar:13,decent:21,decid:[16,30],declar:9,decod:[9,10,45,46,72],decoder_boot:46,decoder_group_nam:46,decoder_input:46,decoder_mem:46,decoder_prev:10,decoder_s:46,decoder_st:[10,46],deconv:9,deconvolut:9,decor:[3,13],deep:[9,51,64,65],deer:64,def:[3,5,9,13,16,20,24,30,32,33,38,43,46,48,59,65,67,70],defalut:9,default_decor:59,default_devic:56,default_valu:56,defect:29,defin:[3,9,10,13,16,17,18,30,32,38,67],define_py_data_sources2:[3,32,33,64,65,67],defini:72,definit:[13,18,21,63],degre:9,delet:[18,24,25,47],delimit:[8,69],delv:9,demand:18,demo:[5,9,13,52,58,60,63,64,65,67,69,71,72],dens:[9,13,22,23,69],dense_arrai:13,dense_vector:[3,5,13,33,38],dense_vector_sequ:13,dep:17,depend:[17,18,24],deploi:9,deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,58],descript:[8,17,59],deseri:[15,29],design:[9,13,27],desir:[18,58],destin:[22,26],detail:[7,8,9,10,11,21,24,26],detect:[8,47],determin:[9,13],dev:[32,35,47,64,72],develop:[17,29,31,47,72],deviat:7,devic:[7,29,32,35,56],deviceid:56,devid:9,dez:71,dict:[3,8,13,15,32,43,59,69,71,72],dict_dim:[32,43,71],dict_fil:[8,43,70],dict_siz:13,dictionari:[3,8,9,13,15,16,32,67,72],dictrionari:67,dictsiz:72,did:29,diff:47,differ:[8,9,17,18,22],digit:9,dim:[9,13,48,63,71],dimens:[6,9,12,13,32],dimes:9,dir:[40,52,59,65,69,70,71,72],direct:[9,10],directli:[10,23,24,29],directori:[9,17,20,25,26,47,51,58],disabl:32,discard:[13,18,21,47,54],discount:9,discov:18,discuss:[16,21,22,23],dispatch:29,displai:[24,26],disput:72,dist_train:[16,24],distanc:8,distinguish:17,distribut:[9,21,22,23,54,60,61],distribute_test:[53,54],disucss:16,divid:11,diy_beam_search_prob_so:[53,54],dmkl_root:34,do_forward_backward:30,doc:[5,10,13,35,49,59],doc_cn:49,docker:[31,32,35,47,58,59,60,61],docker_build:16,docker_push:16,dockerfil:[35,47,59],dockerhub:35,document:[10,25],documentari:3,doe:[10,18,21,22,24,29,30],doesn:[7,9,13,16,30],dog:[64,65],don:[10,16,17,30],done:[8,9,10,17,18,21,22,47,51,59],dot:72,dot_period:[54,56,59,64,69,71,72],dotmuloper:9,dotmulproject:9,doubl:54,down:51,download:[13,18,25,58],download_cifar:64,doxygen:47,dpkg:37,dpython_execut:32,dpython_include_dir:32,dpython_librari:32,drop_rat:7,dropout:7,dropout_r:9,drpi_arm_neon:41,drpi_toolchain:41,drwxr:58,dso_handl:37,dst:22,dtoh:51,dtype:[5,33,65],dubai:72,due:21,dummi:21,durat:21,dure:[3,9,18,21,24,72],dwith_c_api:[28,40,41],dwith_gpu:[34,41],dwith_profil:51,dwith_python:[28,41],dwith_swig_pi:[28,40,41],dwith_tim:51,dyld_library_path:9,dynam:[3,22,28,30],dynamic_cast:48,each:[3,8,9,12,13,15,17,18,21,22,24,29,30,69],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30],easi:30,easier:[16,30],easili:[16,30],ec2:57,echo:[32,35,69,71],edit:8,edu:[13,58,64],effici:9,efg:9,either:[9,13,15,16],electron:58,elem_dim:9,element:[8,9,10,13,15,21,30],element_typ:22,elif:16,els:[9,16,24,35,43,48,65],emailweixu:17,emb1:43,emb2:43,emb:[32,43,58,67],emb_group:43,emb_sum:32,embed:[16,46,63,69,71],embedding_lay:[32,43,67],embedding_nam:[9,46],embedding_s:[9,46],empir:9,emplace_back:48,empti:[8,13,18,33],enabl:[7,9,17,21,51],enable_grad_shar:[53,54],enable_parallel_vector:54,enc_proj:[10,46],enc_seq:10,enc_vec:46,encapsul:22,encod:[10,21,43,72],encoded_proj:[10,46],encoded_sequ:[10,46],encoded_vector:46,encoder1:43,encoder1_expand:43,encoder1_rep:43,encoder2:43,encoder2_rep:43,encoder_last:9,encoder_s:46,end:[8,9,29,30,46,47,70,71],end_pass:16,enditer:[15,16,38],endpass:[15,16],endpoint:20,endtrain:16,engin:24,english:[9,72],ensembl:10,ensur:18,entir:[9,10,22],entiti:8,entri:[13,21,24],entropi:[9,67],entry_point:24,enumer:[6,32],enumerate_data_types_of_data_lay:13,env:[32,59],environ:[9,16,32,51,58],eol:47,eos_id:[9,46],epsilon:11,equal:[9,10,18,43],equat:[8,9,10,11],equival:[9,16],error:[7,8,9,11,16,21,26,32,54,67,69,71,72],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:58,etc:[8,13,30,72],etcd:[18,21,22],etcd_addr:22,eth0:[52,59],eval:[8,67,69,71,72],eval_bleu:72,evalu:[9,14,15,51,52,69,71,72],evaluate_pass:71,even:[16,30],evenli:22,event:[38,58],event_handl:[15,16,38],everi:[8,9,10,13,16,18,21,22],evid:29,exactli:[9,10],exampl:[8,9,10,11,13,15,24,26,29,30,65],exc_path:32,exceed:9,except:13,exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:57,exec:35,execut:[17,18,21,24],exist:[16,18,26,30,71],exit:[22,26,58],expand:43,expand_a:[9,42,43],expand_lay:43,expand_level:[9,42],expandconvlay:9,expandlevel:42,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,24],explicit:48,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extent:28,extern:[17,27,28],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,56],extraattribut:9,extraattributenon:9,extract:[8,9,29,63,65,70],extract_fea_c:65,extract_fea_pi:65,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:32,f120da72:58,fa0wx:58,fabric:52,face:17,facotr:9,factor:[7,9,11],factori:27,fail:[18,21,32,37,54,58],failur:[18,22],fake_imag:30,falloc:25,fals:[7,8,9,10,11,13,30,32,33,38,43,46,48,56,58,63,67,70,71,72],false_label:30,false_read:30,faq:62,fast:[9,21,51],faster:[9,10,18],fault:21,fbd1f2bb71f4:58,fc1:[48,56],fc2:56,fc3:56,fc4:56,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[32,33,43,56,67,69],fc_layer_nam:10,fc_mat:15,fc_param:32,fc_param_attr:10,fclayer:48,fdata:[43,70],fea:65,fea_output:65,feat:71,featur:[3,6,9,13,47,65,69,70],feature_a:32,feature_b:32,feature_map:69,feed:[10,13,15,16,38],feeder:13,fernan:71,festiv:3,fetch:[13,18,32,47],few:[17,18,30],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,69],figur:[16,17,63,72],file1:72,file2:72,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,47,65,68,71,72],file_list:3,file_nam:[33,43,65,67,70],filenam:[3,20,32,69],fileoffset:25,filer:9,filesystem:[24,25],fill:[9,18,21],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,18,37],fine:[7,21],finish:[18,21,24,58],first:[9,13,16,18,21,24,26,67],first_seq:46,firstli:[8,9],firstn:13,firstseen:58,fit:13,fix:[7,27,47],flag:13,flexiabl:30,flexibl:[9,10,16,22],flight:72,float32:[5,13,30,33,65],floor:9,flow:31,folder:[20,24,26,72],follow:[8,9,10,11,13,16,17,18,21,24,30,60,61],forbid:16,force_load:27,forget:[11,16],fork:9,form:[9,10,11],format:[8,21,47,48],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,29,48],forwardactiv:48,forwardtest:5,found:9,four:8,frame:8,framework:16,free:13,french:72,frequenc:13,frequent:[21,30],frog:64,from:[3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,35,45,51,58,63,64,67,69,70,71,72],from_no_sequ:[9,42],from_sequ:[9,42],fromfil:[30,33,65],fulfil:51,full:[9,18],full_matrix_project:[10,43,46],fulli:67,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:48,func:[3,13,21],further:9,futur:9,gain:9,gamma:65,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,43],gate_recurr:9,gather:[9,29],gauss:7,gcc:[27,35,40,41],gce:57,gcepersistentdisk:57,gdebi:37,gen:[9,72],gen_conf:72,gen_data:72,gen_result:72,gender:[13,59,69],gener:[3,8,9,10,13,15,16,17,18,20,21,22,30,51,56,59,63,72],generated_word_embed:9,generatedinput:[9,45,46],genr:[59,69],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,37,48,58,64,69,70,71],get_batch_s:70,get_best_pass:71,get_config_arg:[56,71],get_data:[58,67,70],get_dict:13,get_embed:13,get_imdb:71,get_input_lay:48,get_model:65,get_movie_title_dict:13,get_output_layer_attr:10,get_sample_from_lin:32,get_shap:15,get_word_dict:13,getbatchs:48,getenv:[16,24,59],gethostbynam:59,gethostnam:59,getidmap:59,getinput:48,getinputgrad:48,getinputvalu:48,getoutputgrad:48,getoutputvalu:48,getparameterptr:48,getpodlist:59,getsiz:48,gettask:21,gettranspos:48,getw:48,getweight:48,getwgrad:48,gildea:70,gist:10,git:[31,32,35,41,47],github:[10,35,37,41,47,65],give:[3,18],given:[13,15,22,30],global:[7,16,17,18,29,51],global_learning_r:7,globalstat:51,globalstatinfo:51,globe:3,glusterf:57,gnueabihf:41,go_librari:17,go_test:17,gob:21,godoc:27,goe:[9,10,18],good:[9,30],goodfellow13:9,googl:[16,32,40],googleapi:57,gpu:[7,9,12,24,29,31,32,35,37,51,56,65,70,71,72],gpu_id:[32,54,56],gpugpu_id:53,grab:18,grad:[22,54],grad_share_block_num:[53,54],gradient:[7,8,9,11,15,18,21,29,54,59,67],gradient_clipping_threshold:[7,67,71],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,59,69,72],gram:63,graph:[9,15,17,18],grave:71,greater:9,grep:[35,71],groudtruth:46,ground:[8,9,72],group:[10,21],group_input1:46,group_input2:46,group_input:[43,46],grouplen:[13,68],gru:[9,67],gru_bias_attr:10,gru_decod:46,gru_decoder_with_attent:46,gru_encoder_decod:[63,72],gru_layer_attr:10,gru_memori:10,gru_siz:67,gru_step:46,gru_step_lay:10,grumemori:[10,46],gserver:[9,48],gsizex:51,guid:[25,58],gur_group:10,gzip:[21,58],hadoop:16,handi:17,handl:[13,16,24,29,30],handler:15,handwrit:71,happen:21,harvest:67,has:[8,9,10,11,13,16,18,21,22,51,70],has_kei:15,hassubseq:43,have:[9,10,13,16,17,18,21,22,24,29,30],hdf:20,head:71,header:[22,28,33,65],height:[9,13,27,30,48],held:18,hello:16,help:[5,26,47],helper:[9,10],here:[7,8,9,10,13,16,17,18,23,26,30],heurist:[9,72],hidden:[9,10,32],hidden_a:32,hidden_b:32,hidden_dim:43,hidden_s:10,hierach:45,hierarch:[9,43],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:37,hl_get_sync_flag:48,hold:[16,18,21,23],home:[20,26,52,58,59],honor:21,hook2:43,hook:[43,70],horizont:9,hors:64,horst:71,host:[24,52,58],host_c:[40,41],hostnetwork:59,hostpath:[57,58,59],hot:67,hous:[3,13],how:[7,9,16,18,21,26,29],howardjohnson:43,howev:[9,10,29,30],howto:59,hpp:27,html:[13,64],htod:51,http:[9,10,13,24,35,37,40,41,47,57,58,64,65,68,72],huber:9,huge:9,huina:71,human:9,hyper:9,hyperplan:13,i0601:69,i0706:72,i0719:72,i1116:59,i1117:51,ib0:52,ics:13,icwsm:71,id_input:8,idea:[9,17,30],identityoffsetproject:9,identityproject:9,idmap:59,ids:[8,9,32,69],idx:[21,48],ieee:71,ies:26,ignor:[3,9],ijcnlp:71,illustr:[8,18,22],ilsvrc:65,imag:[12,13,16,30,47,58,59,60,61,64,65,72],image_a:30,image_b:30,image_classif:64,image_fil:30,image_lay:30,image_list_provid:65,image_nam:16,image_path:30,image_provid:64,image_reader_cr:30,image_s:65,imagenet:[9,20],imagepullpolici:59,imageri:9,images_reader_cr:30,imdber:71,img:[3,9,64],img_conv_lay:10,img_pool_lay:10,img_siz:64,imgsiz:51,imgsizei:51,imgsizex:51,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,27,28,29],impli:17,improv:9,inarg:5,inc_path:32,includ:[8,9,10,13,16,17,22,24,27,28,40,41,47,51],incorpor:9,incorrect:9,increas:[18,21,32],incupd:48,inde:[13,30],independ:[9,22],index:[8,9,12,13,15,18,21,43,69],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:29,infer:[16,18,27],infiniband:52,info:[8,9,13,38,43,48,52,59],inform:[9,13,24,26],ininst:16,init:[7,9,38,48,59,70],init_hook:[43,67,70],init_model_path:[53,54,56,63,67,70],initi:[3,7,9,13,17,21,54,67],initial_max:[7,32],initial_mean:[7,9,32],initial_min:[7,32],initial_std:[7,9,32],initpaddl:5,inlcud:10,inner:[32,43],inner_:43,inner_mem:43,inner_param_attr:10,inner_rnn_output:43,inner_rnn_st:43,inner_rnn_state_:43,inner_step:43,inner_step_impl:43,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,29,30,32,33,38,42,43,45,46,48,56,59,63,64,67,69,70,72],input_data:48,input_data_target:48,input_featur:6,input_fil:[33,70],input_hassub_sequence_data:48,input_id:9,input_imag:[10,64],input_index:48,input_label:48,input_lay:48,input_nam:16,input_sequence_data:48,input_sequence_label:48,input_sparse_float_value_data:48,input_sparse_non_value_data:48,input_t:48,input_typ:[32,33,43,67],inputdef:48,inputlayers_:48,inputtyp:13,insert:47,insid:[8,9,18,29,30],instal:[9,24,32,37,40,41,47,52,58,64,69],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,24,30],int32:54,int64:25,integ:[3,8,9,13,21,24,27,38,67],integer_sequ:32,integer_valu:[3,13,32,38,43,67],integer_value_sequ:[3,13,43,46,67,70],integer_value_sub_sequ:43,integr:70,inter:9,intercept:9,interfac:[7,9,10,21,24,26,29,52],intergr:9,intermedi:26,intern:[9,10,13,15],internet:18,interpret:8,introduc:[9,18],invalid:30,invoc:17,invok:[3,9,15,29,51],iob:8,ioe:8,ip_str:59,ipc:57,ips:59,ipt:[9,32,43,46],ipython:16,is_gener:[9,63,72],is_kei:69,is_loc:15,is_predict:[67,71],is_seq:[9,46],is_stat:7,is_test:[65,70,71],is_train:3,isinst:[5,38],ispodallrun:59,isspars:48,issue_numb:47,item:[9,13,15,30,59],iter:[3,9,10,11,13,15,16,18,30],its:[3,9,10,16,18,21,29,37,51],itself:[10,18],java:27,jeremi:51,jie:[70,71],jmlr:9,job:[13,52,53,54,56,57,59,65,67,70,71,72],job_dispatch_packag:52,job_id:13,job_mod:63,job_nam:[24,59],job_namespac:59,job_path:59,job_path_output:59,job_workspac:52,jobnam:59,jobpath:59,jobselector:59,jobserv:24,johan:71,join:[18,43],joint:72,jointli:[10,72],journal:[70,71],jpg:65,json:[52,58,69],jth:10,jupyt:[24,35],just:[6,8,9,10,13,21,22,29],jypyt:16,k8s:59,k8s_data:59,k8s_job:16,k8s_token:16,k8s_train:59,k8s_user:16,kafka:20,kaim:9,kaimingh:65,kebilinearinterpbw:51,kebilinearinterpfw:51,keep:[9,18],kei:[3,13,15,18,20,21,25,47,51,57,59,69],kernel:9,key1:54,key2:54,keyword:59,kill:18,kind:[16,18,23,57,58,59],kingsburi:70,know:[10,16,21],kriz:[13,64],ksimonyan:10,kube:57,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:57,kubectl:[57,58,59],kuberent:18,kubernet:[16,18,50,52,59,60,61],kubernetes_service_host:16,kwarg:[3,10,11,13,43,67,70],l1_rate:7,l2_rate:7,l2regular:[64,67,71],label:[3,8,9,11,13,15,30,32,33,38,43,58,64,65,67,70,71],label_dict:70,label_dim:[9,43,67],label_fil:[30,70],label_lay:30,label_list:70,label_path:30,label_slot:70,labeledbow:71,labelselector:59,lag:54,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,63],larg:[12,13,47,72],larger:[7,8,9],last:[8,9,10,42,43],last_seq:43,last_time_step_output:9,lastseen:58,latenc:9,later:17,latest:[9,18,32,58,59],launcher:16,layer1:[9,10,42],layer2:[9,42],layer3:9,layer:[5,7,8,10,12,13,14,15,30,38,42,45,46,48,65,67,70],layer_0:48,layer_attr:[9,46,56],layer_num:[56,65],layer_s:9,layer_typ:9,layerbas:48,layerconfig:48,layergradutil:48,layermap:48,layeroutout:9,layeroutput:10,layers_test:32,lbl:[8,64],ld_library_path:[9,37,52],learn:[7,8,9,10,11,13,16,22,30,35,51,64,65,70,71,72],learning_method:[33,63,64,67,71,72],learning_r:[7,22,32,33,63,64,67,71,72],leas:18,least:[8,9,18],lecun:13,left:9,leman:72,len:[3,9,22,25,43,48,59,67,70],length:[9,10,13,22,58],less:[9,16],less_than:16,let02:58,let:[8,9,16],level:[7,9,45],lgtest:17,lgtest_main:17,lib64:[32,35,37,52,54],lib:[9,28,34,37,40,41],lib_path:32,libapi:17,libari:28,libcuda:[32,35],libjpeg:64,libnvidia:[32,35],libpaddl:[27,28,47],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:32,librari:[9,17,23,28,37,52,54],libwarpctc:9,life:18,like:[8,9,13,17,18,24,30,65],limit:[9,13,32,51],linaro:41,line:[3,8,13,17,24,26,32,43,47,56,70],line_count:32,linear:[9,38],linearactiv:33,linguist:70,link:[9,10,17,25,26,45,71],linux:[9,25,35,40,41,57],lipeng:63,lipton:71,list:[2,3,8,9,13,15,16,21,24,26,29,33,52,56,64,65,67,69,70,71,72],littl:22,lium:72,live:18,liwicki:71,load:[9,16,18,33,59,65,70,71,72],load_data_arg:5,load_featur:65,load_feature_c:65,load_feature_pi:65,load_missing_parameter_strategi:[53,54,56,63,70],loadparamet:5,loadsave_parameters_in_pserv:[53,54],loc:8,local:[7,18,23,34,37,49,52,53,54,59],localhost:[35,57],localip:59,localpath:26,lock:[18,21,22],log:[21,26,32,48,52,54,58,59,64,69,70,71,72],log_barrier_abstract:[53,54],log_barrier_lowest_nod:[53,54],log_barrier_show_log:[53,54],log_clip:[53,54],log_error_clip:[53,54],log_period:[54,56,58,59,64,67,69,70,71,72],log_period_serv:[53,54],logarithm:6,logger:[3,43],logic:29,logist:67,look:[3,8,24],lookahead:9,loop:30,loss:[9,67],low:9,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,43,46,58,67],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,43],lstm_group_input:43,lstm_input:43,lstm_last:43,lstm_layer_attr:10,lstm_nest_group:43,lstm_output:43,lstm_size:67,lstm_step:10,lstmemori:[10,43,46],lstmemory_group:[9,43],ltr:9,mac:[9,28,35,40],machan:10,machin:[9,10,13,15,45,71,72],machine_transl:46,made:[18,22],mai:[9,30],main:5,mainli:23,maintain:[9,21],majel:17,major:72,make:[3,8,9,16,17,18,21,22,29,30,37,40,41,47,48,51,71],man:25,manag:[18,22,23,26],mandarin:9,mani:[9,10,21,29],manner:9,manufactur:72,mao:71,map:[8,9,13,15,16,21,38],map_read:13,mapper:13,mapreduc:16,marcu:71,mark:70,mark_slot:70,market:71,martha:70,mask:[7,9],master:[16,31,57,71],mat:[27,28],mat_param_attr:10,math:[10,27,48,51],matirx:9,matplotlib:64,matrix:[8,9,10,13,15,27,28,48],matrixptr:48,matrixtyp:28,max:[7,9,13,42,51,56,69],max_id:[9,15],max_job_id:13,max_length:[9,46],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,30,32,54,65,69],mean_img_s:64,mean_meta:65,mean_meta_224:65,mean_valu:65,mechan:[9,10,23],meet:70,mem:[9,24,43],member:[13,16,29],memcpi:[29,51],memori:[10,21,24,46,51,58],memory_nam:9,memory_threshold_on_load_data:[53,54],mention:21,mere:10,merg:[22,29,47],mergedict:[63,72],messag:[47,58],meta:[52,64,65,69],meta_config:[52,69],meta_gener:[52,69],meta_path:64,metadata:[25,58,59],metal:57,metaplotlib:16,method:[3,9,11,15,72],mfs:59,might:[9,17],million:13,min:[7,51,56,69],min_pool_s:[3,32],min_word_freq:13,mini:[9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minikub:57,minim:11,minimum:9,minsizerel:[40,41],minut:18,mip:40,mislead:22,miss:70,mix:[10,46],mixed_bias_attr:10,mixed_lay:[10,43,70],mixed_layer_attr:10,mixedlayertyp:9,mkdir:26,mkl:34,mkl_root:34,ml_data:[52,69],mnist:[3,5,20,30],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mnt:59,mod:70,mode:[9,47,59,71],model:[9,10,13,18,19,56,63,64,67,69,70,71,72],model_config:5,model_list:[54,56,70,71],model_output:71,model_path:56,model_zoo:[63,65],modifi:47,modul:[3,10,13,15,32,33,64,65,67],modulo:9,momentum:[7,32,38,67],momentumoptim:[33,64],mon:58,mono:9,month:[17,72],mood:71,moosef:57,more:[8,9,10,13,16,18,21,24,26,30,32,51],morin:9,mose:[71,72],moses_bleu:72,mosesdecod:71,most:[9,13,16,30],mount:24,mountpath:[58,59],move:[9,18,21,26],movi:[3,13,69],movie_categori:13,movie_id:[59,69],movie_info:13,movie_review:13,movieinfo:13,movielen:68,moving_average_fract:9,mpi:52,mse_cost:[33,38],much:[9,18,30],mul:48,multi:[9,29,65,72],multi_binary_label_cross_entropi:9,multi_crop:65,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,30,37,48],my_standalone_toolchain:40,mypaddl:[58,59],name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,32,33,35,38,43,46,48,51,56,57,58,59,60,61,64,67,69,72],name_prefix:20,namespac:[27,48,57,58,59],nativ:9,natur:21,nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:40,necessari:[9,22,29],need:[8,9,10,13,16,17,21,22,24,26,29,32,51,59],neg:[3,8,9,70,71],neg_distribut:9,ner:8,nest:[9,13],net:[9,10,71],net_conf:71,net_diagram:65,network:[5,7,8,9,11,13,14,15,16,18,30,38,43,52,56,59,63,64,65,70,71,72],network_config:56,neural:[9,10,11,13,15,16,18,43,45,63,70,71,72],neuralnetwork:29,never:[13,30,58,59],newest:22,next:[3,9,13,18,23],nfs:59,nfsdir:59,nginx:35,ngram:13,nic:[52,53,54,59],nil:21,nine:13,nlp:9,nltk:13,nmt:72,nnz:48,no_cach:3,no_sequ:[3,9,38,69],noah:71,noavx:35,node0:59,node:[9,17,57,58,59],node_0:59,node_1:59,node_2:59,nodebook:35,nodefil:52,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,33,46,65],norm_by_tim:9,normal:[9,10,13,58,59,65],notat:9,note:[7,9,10,12,15,16,21,24,30,37,71],notebook:24,noth:[6,15,47],novel:71,now:[9,13,17,18,45],np_arrai:13,ntst1213:72,ntst14:72,nullptr:[37,48],num:[9,52,54,59,70,71,72],num_channel:[9,10,64],num_chunk_typ:8,num_class:[9,10,64],num_filt:[9,10],num_gradient_serv:[53,54],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,33,38,53,54,56,58,59,67,69,70,71,72],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,30,72],numchunktyp:8,numdevices_:56,numlogicaldevices_:56,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,33,38,65],numsampl:51,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,35],nvidia:[32,35],obei:8,obj:[3,32,33,64,65,67,69],object:[3,7,9,10,11,13,15,16,27,51],observ:11,occup:[59,69],occur:[13,15],oct:58,odd:9,off:[28,34,35,37,40,41,47],offici:9,offlin:[18,20],offset:[9,69],ograd:48,old:22,omit:[32,67],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,67,70,71],one_host_dens:69,one_hot_dens:69,onli:[8,9,10,12,13,15,16,17,21,22,23,24,26,29,43,45],onlin:[9,11,18,20,30],open:[3,9,16,20,30,32,33,43,65,70],openbla:34,openblas_root:34,oper:[9,10,11,13],opinion:71,ops:17,ops_test:17,opt:[16,34,59],optim:[7,14,15,29,32,38],option:[8,9,16,17],order:[9,10,13,15,30,59],org:[8,9,10,13,20,25,35,68],organ:[8,9],origin:[9,13,47],other:[8,9,10,13,18,22,26],otherchunktyp:8,otherwis:[9,13,16,18,22,30],our:[16,17],out:[9,15,16,17,21,43,45,46,64],out_dir:59,out_left:9,out_mem:46,out_right:9,out_size_i:9,out_size_x:9,outer:43,outer_mem:43,outer_rnn_st:43,outer_rnn_state_:43,outer_step:43,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,20,26,30,32,33,43,46,52,56,58,59,63,64,65,67,69,70,71],output_:9,output_dir:65,output_fil:70,output_id:9,output_lay:[15,65],output_max_index:12,output_mem:[9,46],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outv:48,over:[9,10,16],overrid:[18,26],overview:[21,22,23],overwrit:26,own:22,packag:[13,21,24,32],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,32,33,35,37,38,46,47,48,49,51,52,56,58,59,63,64,67,69,70,71,72],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[52,59],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:58,paddle_paramet:22,paddle_port:[52,59],paddle_ports_num:[52,59],paddle_ports_num_for_spars:52,paddle_ports_num_spars:59,paddle_process_by_paddl:59,paddle_pserver2:52,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:63,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:59,paddle_source_root:63,paddle_train:[28,31,52,59],paddledev:[32,35,58,59],paddlepaddl:[9,10,13,18,20,22,23,24,25,26,30,32,35,37,46,47,51,52,60,61,63,70],pair:8,palceholder_just_ignore_the_embed:63,palmer:70,paper:[9,72],para:63,paraconvert:63,parallel:[51,56,58,59,72],parallel_nn:[7,53,54],param:[7,9,13,22,29],param_attr:[9,10,32,33,46],param_config_proto:22,paramattr:[7,9,32,33,46],paramet:[8,10,11,12,13,14,17,19,26,30,38,54,59,69,70,71,72],parameter_attribut:9,parameter_block_s:[53,54],parameter_block_size_for_spars:[53,54],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:59,parametermap:48,parameters_:48,parameterset:16,parameterupdat:29,parametris:11,paramutil:69,paraphras:[63,72],paraphrase_data:63,paraphrase_model:63,paraphrase_modeldata:63,paraspars:48,pars:[13,17],parse_config:5,parse_known_arg:59,parsefromstr:32,parser:59,part:[8,71],partial:9,partial_sum:9,partit:[18,20],paserv:59,pass:[3,9,13,15,18,29,30,32,33,38,47,51,54,56,58,59,64,67,69,70,71,72],pass_id:[15,38],pass_idx:30,passtyp:48,past:16,patch:25,path:[8,9,13,15,18,21,22,24,30,37,40,41,52,54,57,58,59,70,71],pattern:[13,18,27,71],paul:70,paus:18,pave:72,pdf:[9,10],pem:[16,20],pend:[18,21],penn:70,per:[8,9,13,18,22,30],perform:[9,10,22,29,51,53],period:[18,54,70,71,72],perl:[71,72],peroid:9,persistentvolum:57,persistentvolumeclaim:[57,59],person:[8,16],pfs:[20,26],pfsclient:20,pfspath:26,pid:57,piec:[9,10],pillow:[24,64],pip:[32,47,52,64,69],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18],plain:[8,9,15,24,28],plan:18,platform:40,pleas:[7,9,10,11,16,18,21,22,23,30,32,37,59],plot:[16,64],plotcurv:64,plu:9,png:64,pnpairvalid:53,pod:[20,24,57,58,59],podip:59,podlist:59,point:[18,24,51],pointer:22,polar:13,poll:71,pool3:48,pool:[10,14],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,32,67],pooling_typ:[9,32,42,67],poolingtyp:12,popul:22,port:[17,52,53,54,58,59],port_num:53,ports_num:[54,59],ports_num_for_spars:[53,54,56,59],pos:[69,71],pose:18,posit:[3,8,9,13],positive_label:8,posix:57,possibl:[16,21],post:[24,25],potenti:51,practic:9,pre:[9,10,13,16,22,63,71,72],pre_dictandmodel:63,precis:8,precision_evalu:8,pred:70,predetermin:9,predic:[13,70],predicate_dict:70,predicate_dict_fil:70,predicate_slot:70,predict:[3,5,8,9,11,15,32,52,63,64,65,67,69,70,71],predict_fil:[53,54],predict_output_dir:[53,54,67],predict_sampl:5,prediction1:15,prediction2:15,predin:64,prefer:57,prefetch:48,prefix:[8,18,20],pregrad:48,premodel:63,prepar:[24,29,60],preprocess:[13,52,63,64,67,69,71,72],present:[16,47],preserv:26,prev_batch_st:[53,54],prevent:[11,16,18,21],previou:[9,10,18,26],previous:9,price:13,principl:16,print:[5,7,15,16,33,38],printallstatu:51,printer:8,printstatu:51,prite:8,privat:[28,47],prob:[8,15],probabilist:[9,63],probabl:[8,9,15],problem:[9,11,16,17],proc:35,proce:[13,18,30],proceed:[9,70],process2:43,process:[3,7,9,10,13,16,20,21,32,33,43,59,67,69,70],process_num:13,processdata:[64,65],processor:51,prod:[35,47],produc:[10,13,18,30],product:24,productgraph:58,profil:[26,51],proflier:51,prog:59,program:[13,16,20,22,30,51,59],progress:[18,21],proj:9,project:[9,10,24,28],promis:[9,10],prompt:26,prone:16,prop:70,propag:11,proposit:70,protect:48,proto:12,protobuf:[24,32],protocol:8,provid:[9,13,16,22,24,32,33,43,53,67,70],prune:9,ps_desir:18,pserver:[22,23,24,52,53,54,59],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[53,54],pserver_spec:15,pseudo:[16,24],psize:48,ptr:28,pull:31,purpos:[18,51],push:59,push_back:48,put:18,pwd:[35,47],py_paddl:[5,13,49],pydataprovid:32,pydataprovider2:[3,5,33,59],pyramid:9,pyramid_height:9,python:[9,15,16,23,27,29,31,32,35,46,47,48,49,52,63,64,65,69,70,71,72],pythonpath:[32,64],pzo:71,queri:[9,72],question:[9,16],quick:58,quick_start:[24,58,59,60,67],quick_start_data:58,quickstart:58,r14b:40,r_t:9,rais:13,ramnath:71,ran:51,rand:[51,54,56,70],random:[7,9,13,20,29,30,33],random_imag:20,rang:[9,13,20,30,59,67],rank:[9,16,65,67],rare:3,raspberri:41,raspberrypi:41,raspbian:41,rate:[7,8,11,13,22,52,59,69],rather:24,ratio:54,raw:9,raw_meta:69,rdma_tcp:[53,54],reach:18,read:[3,13,15,16,18,20,30,33,65],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:32,read_ranking_model_data:16,reader:[15,20,38],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,58],readm:[28,47,69,71],real:30,real_process:3,realist:16,reason:[10,16,18,58],recal:8,receiv:[18,24],recognit:[9,65,71],recommend:[10,16,52,59,69],record:[21,70],recordio:[16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[43,44,70,71],recurrent_group:[10,43,45,46],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurs:26,reduc:11,ref:69,refactor:29,refer:[7,9,10,11,18,21,22,23,34],referenc:[9,21],reference_cblas_root:34,refine_unknown_arg:59,reflect:21,register_gpu_profil:51,register_lay:48,register_timer_info:51,registri:[24,58],regular:[7,64,67,71],rel:10,relat:[18,24],relationship:13,releas:[31,37,40,41,57,70],reliabl:18,relu:9,rememb:9,remot:[7,47,52,54,56],remoteparameterupdat:23,remov:[13,26,47],renam:26,reorgan:9,replac:[17,21],replicaset:24,report:21,reportdataset:21,repositori:[9,40],repres:[9,13,21],represent:[9,22],request:[18,31,58,72],requir:[8,9,16,18,22,24,26,52,69],res5_3_branch2c_bn:65,res5_3_branch2c_conv:65,res:70,research:[13,64],reserv:26,reserveoutput:48,reset:[9,18],reshap:30,reshape_s:9,residu:65,resnet_101:65,resnet_152:65,resnet_50:65,resolv:[47,58],respons:[9,29,58],rest:[9,24,25],restart:[18,22,58],restartpolici:[58,59],resu:30,result:[3,6,8,9,15,21,51,67,72],result_fil:8,return_seq:10,reuqest:31,reus:30,reveal:16,revers:[9,10,45,46],review:[13,47,58,71],reviews_electronics_5:58,rewrit:[17,72],rgb:9,rgen:71,rho:11,right:[9,17,24],rkt:24,rmsprop:67,rnn:[9,10,45,46,53,71],rnn_bias_attr:46,rnn_layer_attr:46,rnn_out:46,rnn_state:43,rnn_state_:43,rnn_step:9,rnn_use_batch:[53,54],rnnlm:13,robot:64,role:[13,16,21,22,70,71],roman:71,root:[11,12,35,52,58,59,63],root_dir:52,rot:9,routledg:71,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:41,rpi_arm_neon:41,rpi_toolchain:41,rstrip:59,rtype:13,rule:8,run:[16,18,24,32,35,47,51,52,58,59,60,61,69],runinitfunct:[51,59],running_on_cloud:24,runtim:[3,32],safe:24,sai:9,same:[3,8,9,10,16,21,22,43,67],samping_id:9,sampl:[3,8,13,67,69,71,72],sample_id:8,sample_num:8,santiago:71,satifi:8,save:[3,9,13,18,20,21,22,24,58,69,70,71,72],save_dir:[33,54,56,58,59,64,67,69,70,71,72],save_only_on:[53,54],saving_period:[53,54,59],saving_period_by_batch:[53,54,56],saw:3,scalar:9,scale:6,scalingproject:9,scan:21,scatter:9,schedul:[21,24],scheduler_factor:7,scheme:8,schmidhub:71,schwenk:72,scienc:71,score:[8,9,69],script:[13,49],seaplane_s_000978:64,search:[9,18,46,72],seat:72,second:[9,13,16,26,30,67],sed:71,see:[9,10,16,18,32],seed:[51,54],seem:17,segment:8,sel_fc:9,select:9,selectiv:9,selector:58,self:48,selfnorm:9,semant:[13,16,31,70,71],semat:16,sen_len:70,send:[18,22],sent:[16,22,58],sentanc:32,sentenc:[3,9,13,43,46,70],sentence_last_state1:43,sentence_last_state2:43,sentiment:[3,70,71],sentiment_data:71,sentiment_net:71,sentimental_provid:3,sentimental_train:3,separ:[8,22,69],seq:[9,13,43,69],seq_pool:[9,42],seq_text_print:8,seq_to_seq_data:[63,72],seq_typ:13,seqlastin:43,seqtext_evalu:8,seqtoseq:[9,32,63,72],seqtoseq_net:[9,63,72],sequel:3,sequenc:[3,6,8,9,10,12,13,32,38,43,45,67,69,71,72],sequence_conv_pool:67,sequence_group:9,sequence_layer_group:43,sequence_nest_group:9,sequence_nest_layer_group:43,sequencegen:43,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,38],sequenti:[9,70],seri:[10,43,71],serial:[15,21,29],server:[16,17,23,52,54,57,59],serverless:18,set:[3,7,8,9,10,13,15,16,18,24,32,33,43,51,52,58,63,64,65,67,70,71,72],set_active_typ:48,set_default_parameter_nam:7,set_drop_r:48,set_input:9,set_siz:48,set_typ:48,settotalbyteslimit:32,setup:48,sever:[8,9,29],sgd:[11,15,16,18,24,29,33,38,52,53,71],shape:[9,13,15,38],shard:[18,19,20,21,22],share:[9,17,28,29,70],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28],ship:64,shold:71,shorten:9,should:[7,8,9,13,15,16,22,24,29,30,45],should_be_fals:16,should_be_tru:16,should_shuffl:[3,43,70],show:[8,11,13,18,26,70,71,72],show_check_sparse_distribution_log:[53,54],show_layer_stat:[53,54],show_parameter_stats_period:[53,54,56,58,70,71,72],shown:[9,16],shuf:[32,69],shuffl:[13,32],side:[9,15,29],sigint:52,sigmoid:9,sigmoidactiv:[10,43],sign:25,similar:[9,30],similarli:[9,13],simpl:[6,8,9,10,13,15,59],simple_attent:46,simple_gru:[46,67],simple_lstm:[9,67],simple_rnn:[9,46],simpler:29,simpli:[9,16,22],simplifi:16,sinc:[9,18,21,23,30],singl:[8,10,13,18],sinlg:15,size:[3,8,9,10,11,13,18,20,22,30,32,33,38,43,46,48,64,65,67,71,72],size_a:9,size_b:9,size_t:48,skip:[30,33,47,65],sleep:59,slide:[9,11,13,18],slope:9,slot:[69,70],small:13,small_messag:[53,54],small_vgg:64,smaller:[9,18],smartli:9,smith:71,smooth:9,snap:58,snapshot:19,sock:24,sock_recv_buf_s:[53,54],sock_send_buf_s:[53,54],socket:59,softmax:[9,10,16,32,46,48,67],softmax_param:32,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[32,43,67],solv:16,some:[7,9,13,15,16,17,21,22,24],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:9,sometim:[11,30],somewhat:22,soon:18,sort:[9,13,59,71],sourc:[9,13,17,26,28,30,72],source_dict_dim:46,source_language_word:46,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,32,48,52,54,56,59],sparse_binary_vector:[3,13,32,38],sparse_binary_vector_sequ:13,sparse_float_vector:[3,38],sparse_non_value_slot:13,sparse_upd:[7,32],sparse_value_slot:13,sparse_vector:[13,32],sparse_vector_sequ:13,sparseparam:48,sparseprefetchrowcpumatrix:48,spatial:9,spec:[58,59],special:[9,22],specif:26,specifi:[8,9,13,16,21,22,24,26,37],speech:9,speed:10,sphinx:[27,35,49],split:[3,9,43,52,69,70],split_count:59,squar:[9,11,12],squarerootnpool:9,squash:47,srand:54,src:[17,59,72],src_backward:46,src_dict:32,src_dict_path:32,src_embed:46,src_forward:46,src_root:5,src_word_id:46,srl:[13,70],ssd:9,ssh:[35,52],sshd:35,sstabl:16,stabl:[31,57],stacked_lstm_net:71,stacked_num:71,stackexchang:9,stage:[23,47],stake:72,stale:18,standalon:40,standard:7,stanford:[13,58],start:[9,15,18,21,22,24,29,32,47,54,58,59],start_paddl:59,start_pass:[53,54],start_pserv:[53,54],startpaddl:59,startup:[18,24],stat:[51,54,70,71,72],state:[9,10,18,45,58],state_act:[9,10,43],statfulset:59,staticinput:[9,45,46],statist:9,statset:51,statu:[24,47,51,58,59],status:58,std:[17,27,28,48,54],stderr:52,stdout:52,step:[9,10,12,18,22,29,43,45,46],stepout:43,still:21,stochast:[11,18,21],stock:71,stop:9,storag:[25,57],store:[8,9,13,29],str:[15,24,56,59],strategi:[12,18,54,70],street:[9,70],strict:30,stride:9,stride_i:9,stride_x:9,string:[3,8,9,21,26,48,54],strip:[32,43,70],struct:[21,22,25,28],structur:[13,21],stub:9,stuff:47,stun:3,style:9,sub:[8,9,13,16,29],sub_sequ:[3,9,38],subcommand:26,subgradi:11,subnet:16,subobjectpath:58,subseq:[42,45],subsequ:9,subsequenceinput:[9,43],succeed:[21,58],success:[22,58],successfulcr:58,sudo:[37,64],suffic:30,suffix:24,suggest:[9,17],sum:[9,11,19],sumpool:[9,32],support:[7,8,9,12,13,18,24,29,30,43],suppos:17,suppress:26,sure:[37,71],surpass:9,swagger:25,swap_channel:65,swig:[23,27,28],swig_paddl:[5,13],symbol:[9,28],symlink:47,sync:18,syncflag:48,synchron:[11,18,21],syntax:30,sys:65,sysroot:40,system:[17,18,22,25,32,71],t2b:63,tab:67,tabl:[8,9],tableproject:9,tag:[8,13,32,35],tagtyp:8,tainer_id:59,take:[3,8,9,10,16,17],talk:22,tanh:[9,10,46,48],tanhactiv:[10,43],target:[9,13,15,17,72],target_dict_dim:46,target_dictionary_dim:9,target_language_embed:9,target_language_word:46,target_link_librari:17,targetinlink:[9,43],task:[8,9,70],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,43],tconf:71,tcp:54,tear:51,technic:18,tee:[58,64,70,71,72],tell:[18,21,22],tellig:71,templat:[58,59],tempor:9,temporari:24,tensor:17,tensor_test:17,term:[9,10,18],termin:58,tesh:70,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,47,48,51,52,54,56,64,65,67,69,70,71,72],test_all_data_in_one_period:[58,64,69,70,71],test_compar:32,test_comparespars:32,test_comparetwonet:32,test_comparetwoopt:32,test_config_pars:32,test_data:[5,72],test_fcgrad:48,test_gpuprofil:51,test_layergrad:48,test_list:[3,32,33,64],test_networkcompar:32,test_part_000:71,test_pass:[53,54,56,72],test_period:[53,54,56],test_predict:32,test_pydataprovid:32,test_pydataprovider2:32,test_pydataproviderwrapp:32,test_ratio:69,test_recurrent_machine_gener:32,test_recurrentgradientmachin:[32,43],test_swig_api:32,test_train:32,test_traineronepass:32,test_wait:[53,54],testa:16,testb:16,testbilinearfwdbwd:51,testconfig:48,tester:[69,72],testfcgrad:48,testfclay:48,testlayergrad:48,testq:16,testresult:15,testutil:48,text1:26,text:[3,8,10,13,16,63,71,72],text_conv:67,text_conv_pool:69,text_fil:[13,71],tflop:51,tgz:13,than:[7,8,9,10,18,24,32],thei:[16,17,18,22,26,51],them:[10,16,18,24,30,51],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,51,71],thing:3,think:[16,17],third:[9,18],third_parti:[9,40,41],those:[17,18,70],thought:17,thread:51,thread_local_rand_use_global_se:[53,54],threadid:56,threadloc:51,three:[8,9,18,29,30,65],threshold:[7,8,18,21,54],through:[9,18,21,23],throughput:51,thu:9,tier:58,time:[9,10,12,13,16,17,18,21,30,43,51,54,58,59,71],timelin:9,timeout:[18,21],timer:51,timestamp:[9,19],timestep:9,titl:[13,59,69],tls:25,tmp:3,to_no_sequ:[9,42],to_sequ:[9,42,43],to_your_paddle_clone_path:49,todo:[8,9,10,13,18,21],toend:9,togeth:[9,10,13,15],token:[8,9,16,46,71],too:13,tool:[40,41,49,59],toolchain:[40,41],top:[8,65],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,64],total:[15,18,30,51,58,72],total_pass:30,touch:71,tourist:72,track:[18,21,47],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,29,32,33,37,38,46,52,54,56,58,59,60,61,63,64,65,67,69,70,71,72],train_arg:59,train_args_dict:59,train_args_list:59,train_conf:[63,72],train_config_dir:59,train_data:72,train_i:38,train_list:[3,32,33,64,65],train_part_000:71,train_read:38,train_x:38,trainabl:9,trainer:[3,5,16,19,20,21,23,29,33,38,48,54,56,59,70,71,72],trainer_config:[2,3,5,33,52,58,59,67,69,71],trainer_config_help:[3,32,33,48,64],trainer_count:[32,53,54,56,58,59,69,70,71,72],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[54,59],trainer_mem:24,trainer_packag:24,trainerconfighelp:32,trainerid:59,trainerintern:[67,69,72],tran:48,transact:[18,21,71],transform:9,transform_param_attr:10,translat:[9,10,63,72],transpos:9,transposedfullmatrixproject:9,travel:3,travi:47,treat:[9,22],treatment:22,tree:[9,59],trg:72,trg_embed:46,tricki:27,trigger:29,truck:64,true_imag:30,true_label:30,true_read:30,truth:[8,9,72],tune:[7,53],tupl:[9,13,15,30],ture:9,turn:[9,30,45],tutori:[58,59,60,61,63,72],tweet:71,twitter:71,two:[8,9,10,16,22,23,24,26,30,51],txt:[3,17,24,26,48,52,57,67,69,71],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,30,33,38,43,46,48,56,58,65,67,69,70],typedef:[22,27,28],typic:8,ubuntu:31,ubyt:30,uci:13,ufldl:9,uid:58,uint32:25,uint64:27,uint64_t:27,unawar:22,unconstrain:71,under:21,understand_senti:46,undeterminist:51,unidirect:9,uniform:[7,9,13,20,30],uninstal:32,uniqu:[16,18,24],unique_ptr:48,unit:[9,10,17],unittest:[28,32],univ:72,unix:52,unk:[63,72],unk_idx:70,unknown:9,unlik:9,unseg:9,unsign:22,unsup:71,unsupbow:71,until:[18,22,59],untrack:47,unzip:40,updat:[7,9,18,21,22,25,29,47,52,56],update_equ:[15,38],updatecallback:48,upgrad:32,upload:[18,24,25],upstream:[32,47],url:[13,71],urls_neg:71,urls_po:71,urls_unsup:71,usag:[8,9,10,13,15,29,59],use:[7,8,9,10,12,13,15,16,17,18,23,29,47,51,59,65,70,71,72],use_global_stat:9,use_gpu:[5,9,32,38,53,54,56,58,59,64,65,67,69,70,71,72],use_jpeg:64,use_old_updat:[53,54],use_seq:[33,69],used:[3,8,9,10,11,12,13,15,16,18,23,29,30,51,71],useful:[9,10],usegpu:48,user:[7,9,10,13,15,16,20,21,24,26,30,57,69],user_id:[59,69],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,47],uses:[18,29],using:[7,9,10,13,16,17,18,21,22,24,26,30,37,70],usr:[32,34,35,37,52,54,59],usrdict:63,usrmodel:63,usual:[9,13,15,24,51],utc:68,util:[51,59,64,69],uuid:19,v28:9,v7a:40,valid:30,valu:[3,5,7,8,9,11,12,13,15,18,29,48,56,59,65,67,70],value1:54,value2:54,value_evalu:8,value_rang:13,vanilla:46,variabl:[9,13,16,58],varianc:9,vector:[9,10,13,16,22,67,69],verb:13,verbos:26,veri:[9,12,21,29,64],version:[9,10,24,26,31,35,37,51,53,54],versu:16,vertic:9,vgg:[10,64],vgg_16_cifar:64,via:[18,30,37,47],view:9,vision:64,visipedia:64,visual:9,vocab:71,volum:[35,57,58,59],volumemount:[58,59],vutbr:13,wai:[8,9,10,16,22,72],wait:[11,18,22,59],wall:70,want:[3,9,10,16,24,30],warn:[9,26,32,59],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:65,wei:[70,71],weight:[8,9,10,11,48,65],weight_act:10,weightlist:48,weights_:48,weights_t:48,welcom:17,well:24,were:[8,17],wether:9,wget:40,what:[7,9,10,11,17,47],when:[3,7,8,9,13,15,17,18,21,22,24,26,29,51],where:[9,10,11,16,18],wherea:21,whether:[8,9,10,30,71],which:[7,8,9,10,11,13,16,18,20,21,22,24,29,30,69],whoever:22,whole:[3,8,13,27,28],whose:[9,13,18],why:[10,28,51],width:[8,9,13,27,30,48,72],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,57],wise:9,with_avx:[34,35,37,40,47],with_c_api:[40,41],with_doc:34,with_dock:49,with_doubl:[34,37,48],with_dso:34,with_gpu:[34,35,37,40,47],with_predict_sdk:37,with_profil:51,with_python:[34,37,40],with_rdma:[34,37,40],with_style_check:[34,47],with_swig_pi:[34,40],with_test:[34,35,47],with_tim:[34,37,51],within:[9,21],without:[8,9,18,22,30],wmt14:[46,72],wmt14_data:72,wmt14_model:72,wmt_shrinked_data:13,woboq:35,won:43,wonder:3,word2vec:[24,32],word:[3,8,9,13,32,43,45,67,70],word_dict:[43,67,70],word_dim:[43,67],word_id:[3,32],word_idx:13,word_slot:70,word_vector_dim:[9,46,63],words_freq_sort:13,work:[13,16,17,18,30,35,43,47,58,59],workspac:52,would:[15,17,18,29,30,70],wrapper:[10,17,51],write:[13,16,18,30,70],write_lock:19,writelin:33,writer:16,wrong:30,wsj:70,wuyi:57,www:[9,13,64,72],x64:41,x86:[40,41],x86_64:40,x_1:9,x_n:9,xarg:[8,32,35,48],xgbe0:54,xgbe1:54,xiaojun:71,xmap_read:13,xrang:[30,33,38,48],xxbow:71,xxx:[16,65,72],xxxx:19,y_predict:38,yaml:[58,59],yancey1989:24,yann:13,yapf:47,yeild:15,yield:[3,13,16,20,30,32,33,38,43,70],you:[3,7,9,10,24,37,65,71],your:[9,16,17,24,26,32,40,41],your_paddle_source_dir:9,your_param_nam:32,your_repo:59,your_source_root:28,yourself:9,yuyang18:[9,10,13],zachari:71,zeng:71,zero:[7,9,11,13,18,29,54],zhou:[70,71],zip:[13,40,59,68],zoo:63},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":59,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":72,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":63,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":69,"\u4e0b\u8f7d\u6570\u636e":58,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e2d\u6587\u5b57\u5178":63,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":63,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":51,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":51,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[63,65],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":47,"\u4efb\u52a1\u7b80\u4ecb":33,"\u4f18\u5316\u7b97\u6cd5":67,"\u4f7f\u7528":[47,58],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":56,"\u4f7f\u7528\u6982\u8ff0":67,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":56,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":59,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":63,"\u4f7f\u7528\u8bf4\u660e":50,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":72,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":72,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":47,"\u4fee\u6539\u542f\u52a8\u811a\u672c":58,"\u4fee\u6539\u6587\u6863":49,"\u514b\u9686":47,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":51,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":48,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[40,41],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":52,"\u51c6\u5907\u6570\u636e":[33,69],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":59,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":52,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":32,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":32,"\u5206\u5272\u8bad\u7ec3":69,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u521b\u5efa\u672c\u5730\u5206\u652f":47,"\u521b\u5efajob":59,"\u521b\u5efapaddl":58,"\u5220\u9664\u672c\u5730\u5206\u652f":47,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":47,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":32,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":47,"\u5236\u4f5c\u955c\u50cf":59,"\u5236\u4f5cdocker\u955c\u50cf":58,"\u524d\u63d0\u6761\u4ef6":52,"\u52a0\u8f7dpaddlepaddl":38,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":32,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":54,"\u5355\u53cc\u5c42rnn":43,"\u5377\u79ef\u6a21\u578b":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":65,"\u53c2\u6570\u5185\u5b58":32,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":54,"\u53c2\u6570\u6982\u8ff0":53,"\u53c2\u6570\u8bfb\u53d6":65,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[25,71],"\u53c2\u8003\u8d44\u6599":51,"\u53cc\u5411lstm":71,"\u53cc\u5c42rnn":43,"\u53cc\u5c42rnn\u4ecb\u7ecd":45,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":45,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":37,"\u53ef\u9009\u529f\u80fd":63,"\u540d\u8bcd\u89e3\u91ca":25,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":67,"\u5411\u91cf":54,"\u542f\u52a8\u4efb\u52a1":59,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":52,"\u547d\u4ee4\u884c\u53c2\u6570":67,"\u548c":42,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":64,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":56,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":63,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":38,"\u57fa\u672c\u539f\u7406":45,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":32,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":32,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":32,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":32,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":32,"\u5982\u4f55\u66f4\u65b0www":49,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u8d21\u732e":49,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":47,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":32,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":43,"\u5b50\u5e8f\u5217\u95f4\u6709memori":43,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":69,"\u5b89\u88c5":[37,67],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":36,"\u5b89\u88c5\u6d41\u7a0b":36,"\u5b89\u88c5kubectl":57,"\u5b8c\u6574\u6559\u7a0b":66,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":48,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":48,"\u5b9e\u73b0python\u5c01\u88c5":48,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":56,"\u5c0f\u7ed3":3,"\u5de5\u5177":51,"\u5e38\u7528\u6a21\u578b":66,"\u5e76\u5b8c\u6210":47,"\u5efa\u7acb":47,"\u5f00\u53d1\u6807\u51c6":50,"\u5f00\u59cb\u5f00\u53d1":47,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":54,"\u5f15\u7528":70,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":67,"\u6027\u80fd\u4f18\u5316":50,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":51,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":51,"\u6027\u80fd\u8c03\u4f18":54,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":67,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":71,"\u6216\u8005\u662f":32,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":32,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":65,"\u63a8\u5bfc\u65b9\u7a0b":48,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":47,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":47,"\u63d0\u4ea4\u955c\u50cf":58,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":69,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":38,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":42,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[64,69,72],"\u6570\u636e\u63cf\u8ff0":70,"\u6570\u636e\u63d0\u4f9b":70,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":69,"\u6570\u636e\u652f\u6301":54,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":67,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":63,"\u6570\u636e\u96c6\u7279\u5f81":68,"\u6570\u636e\u9884\u5904\u7406":72,"\u6570\u6910\u4ecb\u7ecd":71,"\u6570\u6910\u51c6\u5907":71,"\u6574\u4f53\u65b9\u6848":59,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":72,"\u6587\u672c\u751f\u6210\u6559\u7a0b":72,"\u6587\u6863":[35,62],"\u65b0\u624b\u5165\u95e8":39,"\u65f6\u5e8f\u6a21\u578b":67,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":43,"\u65f6\u95f4\u6b65":43,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":56,"\u672c\u5730\u8bad\u7ec3":56,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":47,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":40,"\u6784\u5efaraspberri":41,"\u67b6\u6784\u56fe":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":58,"\u67e5\u770b\u8f93\u51fa":59,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":25,"\u6848\u4f8b\u4e00":56,"\u6848\u4f8b\u4e8c":56,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":52,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":52,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[42,45],"\u6a21\u5757":25,"\u6a21\u578b":65,"\u6a21\u578b\u4e0b\u8f7d":65,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":33,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":67,"\u6a21\u578b\u8bad\u7ec3":[64,72],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":69,"\u6a21\u578b\u914d\u7f6e":[43,50],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":43,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[54,70],"\u6d4b\u8bd5\u6587\u4ef6":69,"\u6d4b\u8bd5\u6a21\u578b":71,"\u7279\u5f81":70,"\u7279\u5f81\u63d0\u53d6":65,"\u751f\u6210\u5e8f\u5217":46,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":68,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":72,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":71,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":68,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u76f8\u5173\u6982\u5ff5":45,"\u77e9\u9635":54,"\u793a\u4f8b1":43,"\u793a\u4f8b2":43,"\u793a\u4f8b3":43,"\u793a\u4f8b4":43,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":32,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":69,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":70,"\u7a00\u758f\u8bad\u7ec3":56,"\u7b26\u53f7":27,"\u7b80\u4ecb":[57,72],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u7c7b":[27,48],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":38,"\u7ec3\u4e60":64,"\u7ec6\u8282\u63a2\u7a76":64,"\u7ec6\u8282\u63cf\u8ff0":54,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":52,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":33,"\u7f16\u5199yaml\u6587\u4ef6":58,"\u7f16\u8bd1\u548c\u5b89\u88c5":[40,41],"\u7f16\u8bd1\u6d41\u7a0b":36,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":34,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":65,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":54,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u89c2\u6d4b\u8bcd\u5411\u91cf":63,"\u8bad\u7ec3":[54,69,70],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":69,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":32,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[33,38,67,71],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":32,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":55,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":68,"\u8bcd\u5411\u91cf\u6a21\u578b":67,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":63,"\u8bcd\u6c47\u8868":43,"\u8be6\u7ec6\u6559\u7a0b":51,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":70,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":43,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":45,"\u8f93\u5165\u4e0d\u7b49\u957f":43,"\u8f93\u5165\u793a\u4f8b":45,"\u8f93\u51fa":45,"\u8f93\u51fa\u65e5\u5fd7":67,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u8fd0\u884c\u5bb9\u5668":58,"\u8fd0\u884cdocker":32,"\u8fd0\u884cpaddlepaddl":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":[20,58],"\u8fdb\u9636\u6307\u5357":50,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":57,"\u901a\u7528":54,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":35,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":67,"\u9047\u5230":32,"\u90e8\u7f72kubernetes\u96c6\u7fa4":57,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":67,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[40,41],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u914d\u7f6e\u7f51\u7edc":38,"\u914d\u7f6ekubectl":57,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":57,"\u94a9\u5b50":47,"\u9644\u5f55":67,"\u968f\u673a\u6570":54,"\u96c6\u7fa4\u8bad\u7ec3":56,"\u975e\u6cd5\u6307\u4ee4":32,"\u9884\u5904\u7406":64,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":72,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":72,"\u9884\u6d4b":[64,65,67,70,71],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":72,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":43,"beam_search\u7684\u751f\u6210":43,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":34,"bleu\u8bc4\u4f30":72,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":34,"class":29,"cmake\u6e90\u7801\u7f16\u8bd1":32,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":34,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":25,"float":32,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":56,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":51,"gpu\u955c\u50cf\u51fa\u73b0":32,"group\u6559\u7a0b":45,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"kubernetes\u5355\u673a\u8bad\u7ec3":58,"meta\u6587\u4ef6":69,"meta\u914d\u7f6e\u6587\u4ef6":69,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":68,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":69,"org\u6587\u6863":49,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddle\u7248\u672c\u53f7\u4e3a0":32,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":35,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":34,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":35,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":41,"pod\u95f4\u901a\u4fe1":59,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":65,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":32,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":67,"return":30,"rnn\u76f8\u5173\u6a21\u578b":44,"rnn\u914d\u7f6e":46,"so\u627e\u4e0d\u5230":37,"ubuntu\u90e8\u7f72paddlepaddl":37,Abs:6,The:[22,29],Using:22,With:24,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,api:[1,4,28],applic:4,argument:[26,30],async:54,attent:46,attribut:7,auc:8,avg:12,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,becaus:32,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:32,bilinear_interp:9,bla:34,block_expand:9,book:35,brelu:6,cach:3,capi:28,capi_priv:28,check:9,checkpoint:[18,19],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:47,cluster:23,cmake:17,code:24,column_sum:8,commit:47,compos:30,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,28,32,42,51],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:32,creat:30,creation:21,creator:30,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[32,34],cudnn:34,cudnnavg:12,cudnnmax:12,custom:30,dat:68,data:[9,13,18,30],datafeed:13,dataprovid:[4,54],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:30,deploi:24,descript:26,design:[16,18,21,22,23,29,30],dictionari:30,dispatch:[18,21],distribut:[16,18,24],doc:[16,18,21,22,23,29,30],docker:24,dotmul_oper:9,dotmul_project:9,driver:32,dropout:9,dylib:28,dynam:18,embed:9,entri:30,environ:24,eos:9,evalu:8,event:[15,16],exampl:[16,17,28],except:32,exp:6,expand:[9,42],expandlevel:9,faq:32,fault:18,first_seq:[9,42],fork:47,format:18,from:16,full_matrix_project:9,fulli:9,gate:46,get_output:9,gpu:54,gradient:22,gradient_print:8,group:9,gru:[10,54],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,27],how:30,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:32,imag:[9,10,24],imagenet:65,imdb:[13,71],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30],infer:15,ingredi:16,ingress:25,init_hook:3,initi:22,input_typ:3,instruct:32,insuffici:32,interfac:[13,18,22,23,30],interpol:9,isn:30,issu:47,job:[18,24,58],join:9,kubernet:[24,57,58],lambda_cost:9,last_seq:[9,42],layer:[9,16],learnabl:9,libcudart:37,libcudnn:37,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,linear:6,linear_comb:9,linux_x86_64:32,list:[19,30],log:6,logic:21,lstm:[10,54,70,71],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,43,45],messag:32,mini:30,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,46,65],momentum:11,movi:68,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,nce:9,need:30,network:[10,46],neural:46,nlp:[10,54],norm:9,nvprof:51,nvvp:51,object:18,onli:30,optim:[11,18,22],option:26,order:26,pad:9,paddl:[30,31],paddlejob:24,paddlepaddl:[16,49,62],parallel_nn:56,paramet:[7,9,15,16,18,22,23,24,29],partit:22,path:26,perform:54,persist:21,pfsclient:[25,26],pfsserver:25,platform:32,pnpair:8,point:32,pool:[9,12,42],power:9,pre:47,precision_recal:8,prefetch:30,prelu:9,print:8,process:[18,22,24],project:17,protocol:32,provid:[3,30],pull:47,push:47,python:[24,30],queue:[18,21],rank:8,rank_cost:9,rate:68,reader:[13,16,30],recoveri:18,recurr:[9,10,45,46],recurrent_group:9,refer:3,regular:22,reject:32,relu:6,remot:23,repeat:9,request:47,requir:17,reshap:9,resnet:65,retri:21,rmsprop:11,rnn:[43,54],rotat:9,row_conv:9,runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:46,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,24],sgd:54,share:16,shuffl:30,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23],spp:9,squar:6,squarerootn:12,stack:71,stanh:6,start:16,store:18,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:32,synopsi:26,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:32,todo:[19,20],toler:18,too:32,train:[15,16,18,23,24,30],trainer:[15,18,22,24],tran:9,trans_full_matrix_project:9,tune:54,uci_h:13,updat:[16,23],usag:30,use:30,user:[18,68],util:8,value_print:8,version:32,vgg_16_network:10,warp_ctc:9,wheel:32,whl:32,why:30,wmt14:13,zoo:65}})
\ No newline at end of file