paddle.v2.data_feeder.DataFeeder(data_types, feeding=None)DataFeeder converts the data returned by paddle.reader into a data structure +of Arguments which is defined in the API. The paddle.reader usually returns +a list of mini-batch data entries. Each data entry in the list is one sample. +Each sample is a list or a tuple with one feature or multiple features. +DataFeeder converts this mini-batch data entries into Arguments in order +to feed it to C++ interface.
+The simple usage shows below
+feeding = ['image', 'label']
+data_types = enumerate_data_types_of_data_layers(topology)
+feeder = DataFeeder(data_types=data_types, feeding=feeding)
+
+minibatch_data = [([1.0, 2.0, 3.0, ...], 5)]
+
+arg = feeder(minibatch_data)
+If mini-batch data and data layers are not one to one mapping, we +could pass a dictionary to feeding parameter to represent the mapping +relationship.
+data_types = [('image', paddle.data_type.dense_vector(784)),
+ ('label', paddle.data_type.integer_value(10))]
+feeding = {'image':0, 'label':1}
+feeder = DataFeeder(data_types=data_types, feeding=feeding)
+minibatch_data = [
+ ( [1.0,2.0,3.0,4.0], 5, [6,7,8] ), # first sample
+ ( [1.0,2.0,3.0,4.0], 5, [6,7,8] ) # second sample
+ ]
+# or minibatch_data = [
+# [ [1.0,2.0,3.0,4.0], 5, [6,7,8] ], # first sample
+# [ [1.0,2.0,3.0,4.0], 5, [6,7,8] ] # second sample
+# ]
+arg = feeder.convert(minibatch_data)
+Note
+This module is for internal use only. Users should use the reader +interface.
+| Parameters: |
|
+
|---|
convert(dat, argument=None)| Parameters: |
|
+
|---|
Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","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":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u8003\u6587\u6863":26,"\u540d\u8bcd\u89e3\u91ca":26,"\u57fa\u672c\u8981\u6c42":28,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5bfc\u51fac":28,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\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":26,"\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":29,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":26,"\u6846\u67b6\u751f\u6210":26,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":26,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":28,"\u7c7b":28,"\u7f16\u8bd1\u9009\u9879":29,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\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":28,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"case":51,"class":[30,44],"filemanager\u8bbe\u8ba1\u6587\u6863":26,"function":[17,57],"new":44,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"return":31,AWS:52,Abs:6,DNS:52,EFS:52,For:[17,53],KMS:52,The:[22,30],Use:[51,53],Using:[17,22,37,43],With:[25,37],about:0,access:52,account:52,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:52,address:52,addto:9,adversari:58,aggreg:9,aggregatelevel:9,algorithm:[18,62],all:33,analysi:66,api:[1,4,29,34,37],appendix:62,applic:4,approach:46,architectur:[42,62],argument:[27,31,48,51,62],asset:52,associ:[33,52],async:49,attent:42,attribut:7,auc:8,avg:12,aws:52,background:35,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,between:[16,34],bidirect:66,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:67,block_expand:9,book:37,branch:43,brelu:6,bucket:52,build:[36,38,43,53],built:46,cach:3,can:33,capi:29,capi_priv:29,cento:36,check:[9,44,47],checkpoint:[18,19,24],chines:57,choos:[17,52],chunk:8,cifar:13,classif:[8,59],classification_error:8,classification_error_print:8,client:22,clip:9,clone:43,cloudform:52,cluster:[23,47,51,52],cmake:17,code:[25,43],column_sum:8,command:[50,51,62,67],commit:[43,53],common:49,commun:49,compos:31,concat:9,concept:52,conclus:24,config:[4,51,64,65],configur:[14,42,45,47,52,62,64],conll05:13,connect:9,contain:[37,53],content:[29,46,52],context_project:9,contribut:43,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,convolut:[59,62],core:52,cos_sim:9,cost:9,cpu:[37,51],creat:[31,33,43,52,53],creation:21,creator:31,credenti:52,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:31,dat:63,data:[9,13,18,31,35,52,53,57,58,59,62,64,65,66,67],datafeed:13,dataprovid:[3,4,49],dataset:[13,18,21,63,64,67],datatyp:13,date:43,debian:39,decayedadagrad:11,decor:31,defin:[52,62,66,67],delet:[43,52],delv:59,demo:52,dens:24,depend:36,deploi:25,deriv:44,descript:[27,49,58,63,65],design:[16,18,21,22,23,24,30,31,33],destroi:[33,52],detail:[49,59],detect:[8,9],detection_map:8,detection_output:9,develop:[37,43,45],devic:51,dictionari:[31,57],differ:51,directori:52,dispatch:[18,21],distribut:[16,18,25,47,49,52],doc:[16,18,21,22,23,24,30,31],docker:[25,37,53],document:[37,56],dotmul_oper:9,dotmul_project:9,down:52,download:[36,52,53,57,60,64,67],dropout:9,dylib:29,dynam:18,ec2:52,elast:52,elect:24,embed:[9,57,62],entri:31,environ:25,eos:9,equat:44,evalu:[8,35,64],evalutaion:67,event:[15,16],exampl:[16,17,29,57,58],exercis:59,exp:6,expand:9,expandlevel:9,extern:52,extract:[57,60,64,67],fault:18,featur:[60,63,64,65],field:64,file:[52,53,62,63,64],find:52,first_seq:9,fork:43,form:34,format:[18,62],from:[16,24,34,36,38],full_matrix_project:9,fulli:9,gan:58,gate:42,gated_unit:9,gener:[42,58,67],get:[40,53],get_output:9,github:43,gpu:[37,46,49,51],gradient:[22,44],gradient_print:8,group:[9,52],gru:[10,49],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:39,hand:46,handler:[16,28],happen:24,high:34,hook:43,how:[31,45,46],hsigmoid:9,huber_cost:9,iam:52,ident:6,identity_project:9,imag:[9,10,25,37,53,59],imagenet:60,imdb:[13,66],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31,44,58],infer:[15,62],info:60,ingredi:16,ingress:26,init_hook:3,initi:[22,51,52],input_typ:3,insid:33,inspect:52,instal:[36,38,39,52,62],instanc:52,integr:52,interact:34,interfac:[13,18,22,23,31,33,60],interpol:9,introduct:[2,57,60,66,67],isn:31,issu:43,job:[18,25,47,52,53],join:9,keep:43,kei:52,kill:47,kmax_sequence_scor:9,kube:52,kubectl:52,kubernet:[25,52,53],label:65,lambda_cost:9,last_seq:9,launch:47,layer:[9,16,44,51],learnabl:9,leval:34,level:34,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,line:[50,62],linear:[6,35],linear_comb:9,list:[19,31],local:[33,43,51,52],log:[6,62],logic:21,logist:62,low:34,lstm:[10,49,65,66],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,matrix:49,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,messag:34,meta:64,mini:31,minibatch:13,misc:9,mix:[9,51],mnist:[13,58],model:[3,4,14,16,22,24,35,37,41,42,47,51,57,58,59,60,61,62,67],modifi:53,momentum:11,movi:[63,64],movielen:[13,63,64],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multibox_loss:9,multipl:31,multiplex:9,name:[33,52],nce:9,need:[31,46],network:[10,42,51,58,59,60,62,64,65],neural:[42,59,62,64,65],neuralnetwork:35,nlp:[10,49],non:3,norm:9,nvprof:46,nvvp:46,object:[18,64],observ:[57,60],onli:[31,33,37],opproto:34,optim:[11,18,22,45,62],option:[27,36,57],order:27,origin:43,orthogon:33,outlin:48,output:[9,47,52],overview:[24,33,62],packag:[17,39],pad:9,paddl:[31,32,33,53],paddlejob:25,paddlepaddl:[16,37,38,52,56,57,67],pair:52,parallel_nn:51,paramet:[7,9,15,16,18,22,23,25,30,49,50,52,57,60],paraphras:57,parent:33,partit:22,pass:51,path:[24,27],perform:[46,49],persist:21,pfsclient:[26,27],pfsserver:26,pnpair:8,point:52,pool:[9,12],power:9,pre:43,precision_recal:8,predict:[5,59,60,64,65,66],prefetch:31,prelu:9,prepar:[35,47,52,57,58,59,64,66,67],preprocess:[57,59,62,64,67],prerequisit:47,pretrain:[57,67],print:8,privat:52,problem:35,process:[18,22,25],profil:46,project:17,provid:[3,31,62,64,65],pserver:24,pull:43,push:43,pydataprovider2:3,python:[5,25,31,34,37,44,60,62,64],queue:[18,21],quick:62,randomnumb:49,rank:8,rank_cost:9,rat:64,rate:63,reader:[13,16,31],recoveri:18,recurr:[9,10,42,62],recurrent_group:9,refer:[3,46,65,66],region:52,regist:34,regress:[35,62,64],regular:22,relu:6,remot:23,render:52,repeat:9,request:43,requir:[17,36,43],reshap:9,resnet:60,result:[47,53,67],retri:21,revis:57,rmsprop:11,rnn:[41,42,49],role:65,rotat:9,route53:52,row_conv:9,row_l2_norm:9,run:[47,53,65],runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,script:53,secur:52,select:22,selective_fc:9,semant:65,sentiment:[13,66],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:42,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,25,49,52],servic:52,set:50,setup:[36,52],sgd:49,share:[16,33],should:33,shuffl:31,sigmoid:6,simpl:[35,42],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slice_project:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[36,38],span:36,spars:[22,23,24,51],specifi:[51,57],split:64,spp:9,squar:6,squarerootn:12,stack:66,standard:62,stanh:6,start:[16,40,43,52,53,62],startup:53,store:18,structur:58,sub_nested_seq:9,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:62,synopsi:27,system:52,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tear:52,templat:52,tensor:9,test:[43,44,49,51,64,65,66],text:67,text_conv_pool:10,thi:33,timelin:24,timer:46,tip:46,todo:[19,20],togeth:33,toi:58,toler:18,tool:[17,46],train:[15,16,18,23,25,31,35,37,47,49,51,52,53,57,58,59,62,64,65,66,67],trainer:[15,18,22,24,25,52,64],tran:9,trans_full_matrix_project:9,transfer:62,tune:[46,49],tutori:[57,59,61,65,66,67],ubuntu:36,uci_h:13,unit:[44,49],updat:[16,23,24,52],usag:[31,37,45],use:31,user:[18,57,63,64,66,67],util:8,value_print:8,variabl:33,vector:49,verifi:52,vgg_16_network:10,visual:60,volum:52,vpc:52,warp_ctc:9,what:[24,46],when:[24,33],why:[31,46],wmt14:13,word:[57,62],work:37,workflow:67,workspac:47,wrapper:44,write:[44,62],yaml:53,zoo:[60,61]}})
\ 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/save_model","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","design/scope","design/simple_op_design","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/save_model.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","design/scope.md","design/simple_op_design.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":62,"00186201e":5,"00m":46,"01852v1":9,"03m":46,"0424m":46,"0473v3":10,"055ee37d":52,"05d":59,"0630u":46,"06u":46,"0810u":46,"08823112e":5,"0957m":46,"0ab":9,"0rc1":32,"0rc2":32,"0th":67,"10007_10":66,"10014_7":66,"100gb":46,"100gi":52,"10g":25,"10m":46,"1150u":46,"11\u5b9e\u73b0\u4e86c":29,"11e6":53,"12194102e":5,"124n":46,"13m":53,"1490u":46,"15501715e":5,"1550u":46,"15mb":62,"1636k":67,"16mb":62,"16u":46,"173m":60,"173n":46,"1770u":46,"18ad":52,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":53,"197u":46,"1gb":46,"1st":[57,60,66,67],"202mb":67,"210u":46,"211839e770f7b538e2d8":10,"215n":46,"228u":46,"234m":60,"2520u":46,"252kb":62,"25639710e":5,"25k":62,"2680u":46,"27787406e":5,"279n":46,"27m":46,"285m":46,"2863m":46,"28m":46,"28x28":3,"2977m":46,"2cbf7385":52,"2nd":[9,66,67],"302n":46,"30u":46,"32777140e":5,"328n":46,"32u":46,"32x32":[13,59],"331n":46,"3320u":46,"36540484e":5,"365e":52,"36u":46,"3710m":46,"3768m":46,"387u":46,"38u":46,"3920u":46,"39u":46,"3rd":[64,66,67],"4035m":46,"4090u":46,"4096mb":49,"4279m":46,"43630644e":5,"43u":46,"448a5b355b84":53,"4560u":46,"4563m":46,"45u":46,"4650u":46,"4726m":46,"473m":53,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":49,"50bd":52,"50gi":52,"51111044e":5,"514u":46,"525n":46,"526u":46,"53018653e":5,"536u":46,"5460u":46,"5470u":46,"54u":46,"55g":67,"5690m":46,"573u":46,"578n":46,"5798m":46,"586u":46,"58s":53,"5969m":46,"6080u":46,"6082v4":9,"6140u":46,"6305m":46,"639u":46,"655u":46,"6780u":46,"6810u":46,"682u":46,"6970u":46,"6ce9":52,"6node":47,"6th":67,"704u":46,"70634608e":5,"7090u":46,"72296313e":5,"72u":46,"73u":46,"75u":46,"760u":46,"767u":46,"783n":46,"784u":46,"78m":46,"7eamaa":13,"7kb":53,"8250u":46,"8300u":46,"830n":46,"849m":46,"85625684e":5,"861u":46,"864k":67,"8661m":46,"892m":46,"901n":46,"90u":46,"918u":46,"9247m":46,"924n":46,"9261m":46,"93137714e":5,"9330m":46,"94u":46,"9530m":46,"96644767e":5,"983m":46,"988u":46,"997u":46,"99982715e":5,"99m":60,"99u":46,"9f18":53,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":26,"\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":26,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":26,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":32,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":26,"\u4e0a\u4f20\u65b9\u6cd5":32,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":26,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":26,"\u4e0b\u8f7d\u5230\u672c\u5730":26,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":29,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":26,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":28,"\u4e0d\u4f7f\u7528c":28,"\u4e0d\u4f7f\u7528swig":28,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":28,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":28,"\u4e0d\u5728":29,"\u4e0d\u5bb9\u6613\u51fa\u9519":26,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":28,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":28,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":26,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":32,"\u4e0e\u53ef\u80fd\u6709\u7684":32,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":29,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":28,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":28,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":32,"\u4e2a\u6027\u5316\u63a8\u8350":32,"\u4e2d":[28,29],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":28,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":29,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":26,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":29,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":26,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":29,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":29,"\u4e5f\u4e0d\u751f\u6210":29,"\u4e66\u5199":28,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":28,"\u4ece":32,"\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":29,"\u4ed6\u662f\u5c06":29,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":28,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":28,"\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":26,"\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":28,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":28,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":29,"\u4f46\u4e0d\u66b4\u9732":29,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":32,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":32,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":29,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":28,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":28,"\u4f7f\u7528":[29,32],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":28,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":29,"\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":28,"\u4f7f\u7528c":29,"\u4f7f\u7528c99\u505a\u63a5\u53e3":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":28,"\u4f7f\u7528regress":32,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":28,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":28,"\u4f7f\u7528void":28,"\u4f8b\u5982":[20,28,29,32],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":28,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":28,"\u4f8b\u5982\u5bf9\u4e8epython":28,"\u4f8b\u5982c":28,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":28,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":28,"\u4f8b\u5982python\u7684":28,"\u4f9d\u6b21\u7c7b\u63a8":32,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":28,"\u4fee\u590d\u6240\u6709bug\u540e":32,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":32,"\u4fee\u590dubuntu":32,"\u4fee\u6539\u6210":32,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":32,"\u505a\u63a5\u53e3":28,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":29,"\u5176\u4e2d":[28,32],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":29,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":32,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":29,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":29,"\u5177\u4f53\u8bf7\u53c2\u8003":29,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":28,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":28,"\u518d\u57fa\u4e8e":32,"\u5199\u4ee3\u7801":28,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":29,"\u51fd\u6570\u547d\u540d":28,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":32,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":32,"\u5206\u652f\u4e2d":32,"\u5206\u652f\u4e3a\u5f00\u53d1":32,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":32,"\u5206\u652f\u4e3a\u7a33\u5b9a":32,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":32,"\u5206\u652f\u5408\u5165":32,"\u5206\u652f\u5408\u5165master\u5206\u652f":32,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":32,"\u5206\u652f\u540d\u4e3a":32,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":32,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":32,"\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":29,"\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":26,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":32,"\u52a8\u6001\u5e93":28,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":29,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":32,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":29,"\u5373\u4f7f\u7528":29,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5373\u4f7fc":29,"\u5373\u4f8b\u5982":29,"\u5373\u4fbfpaddl":29,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":29,"\u5373\u66b4\u9732":29,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":28,"\u53c2\u6570":28,"\u53c2\u8003":[26,28],"\u53cc\u5411\u9a8c\u8bc1":26,"\u53d1\u5e03\u5230dockerhub":32,"\u53d1\u5e03\u5230github":32,"\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":29,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":28,"\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":28,"\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":26,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":32,"\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":32,"\u540c\u65f6\u63d0\u8d77":32,"\u540d\u5b57\u4fee\u9970":28,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":32,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":28,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,28,29,32],"\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":28,"\u56fe\u50cf\u5206\u7c7b":32,"\u5728":[29,32],"\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\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":32,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":29,"\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":29,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":26,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":29,"\u5728\u7528\u6237\u4f7f\u7528c":29,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":32,"\u5728\u8fd9\u4e2a":32,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":32,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":29,"\u5728c":28,"\u5728c\u7684\u5934\u6587\u4ef6":28,"\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":29,"\u5747\u662f\u5728":29,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":26,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":28,"\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":28,"\u5982\u679c\u5931\u8d25":32,"\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":32,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":29,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":28,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":32,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":28,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":29,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":26,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":28,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":28,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":28,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":28,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":28,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":29,"\u5bf9\u4e8e\u6bcf\u79cdc":29,"\u5bf9\u6bd4":28,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":29,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":32,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":29,"\u5c06":32,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":28,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":32,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":32,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":28,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":29,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":28,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":26,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":26,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":28,"\u5e76\u5220\u9664":32,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":32,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":29,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":28,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":32,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":32,"\u5efa\u8bae":32,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":29,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":32,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":32,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":29,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":26,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"\u5f97\u4f7f\u7528":28,"\u5fc5\u8981":29,"\u60c5\u611f\u5206\u6790":32,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":29,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":26,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":26,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[28,29],"\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":26,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":29,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":29,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":29,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":29,"\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":[28,29],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":29,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":26,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":26,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":26,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":26,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":26,"\u6570\u636e":26,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":28,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":26,"\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":28,"\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":26,"\u6587\u4ef6\u5185\u5bb9\u4e3a":28,"\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":26,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":32,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":32,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":28,"\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":26,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":28,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":29,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":28,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":29,"\u662f\u56e0\u4e3ac99\u652f\u6301":28,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":26,"\u662f\u6307":29,"\u662f\u7528\u6237\u4f7f\u7528c":29,"\u662fc":29,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":29,"\u6700\u540e\u5220\u9664":32,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":28,"\u6709\u6807\u51c6\u7684":28,"\u6709\u7684\u65f6\u5019":28,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":32,"\u672c\u6587\u6863\u63cf\u8ff0paddl":29,"\u673a\u5668\u7ffb\u8bd1":32,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":28,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":28,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":29,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":32,"\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":28,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":32,"\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\u5c06":32,"\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":32,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":26,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":26,"\u7248\u672c\u5206\u652f":32,"\u7248\u672c\u53f7":32,"\u7248\u672c\u53f7rc":32,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":32,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":28,"\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":28,"\u751f\u6210\u6587\u6863":28,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":28,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":26,"\u7528":26,"\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":29,"\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":29,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":26,"\u7528\u6237\u901a\u8fc7c":29,"\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":28,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":26,"\u7531\u4e8epypi":32,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":26,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u7684\u5934\u6587\u4ef6":28,"\u7684\u63a5\u53e3\u6837\u5f0f":28,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":28,"\u7684\u7f29\u5199":26,"\u7684\u89c4\u8303":28,"\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":28,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":26,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":28,"\u76ee\u5f55\u4e0b":29,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":28,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":29,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":28,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":28,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":32,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":32,"\u7b2c\u4e8c\u4e2a\u4e3a":32,"\u7b49":29,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":29,"\u7b49\u6587\u4ef6":29,"\u7c7b\u4f3c":29,"\u7c7b\u540d\u548cc":28,"\u7c7b\u578b":28,"\u7ea2\u697c\u68a6":57,"\u7ed3\u8bba":28,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":28,"\u7f16\u8bd1\u578b\u8bed\u8a00":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":32,"\u7f16\u8bd1c":29,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1ubuntu\u7684deb\u5305":32,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":29,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":28,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":29,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":26,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":28,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":28,"\u800c\u5bf9\u4e8egolang":28,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":28,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":29,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":28,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":29,"\u826f\u597d\u7684\u6587\u6863":28,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":29,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":28,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":28,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":29,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":32,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":32,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":32,"\u8bbe\u7f6e":29,"\u8bc6\u522b\u6570\u5b57":32,"\u8bcd\u5411\u91cf":32,"\u8be6\u7ec6\u8bbe\u8ba1":26,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":32,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":29,"\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":32,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":29,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":29,"\u8fd9\u4e09\u4e2a\u5206\u652f":32,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":29,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":29,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":29,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":28,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":28,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":29,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":29,"\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":28,"\u8fd9\u662f\u56e0\u4e3a":28,"\u8fd9\u6837":29,"\u8fd9\u6837\u4fdd\u8bc1":32,"\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":26,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":28,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":32,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":26,"\u901a\u5e38":29,"\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":29,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":26,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":32,"\u90a3\u4e48":29,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":28,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":26,"\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":28,"\u91cd\u547d\u540d\u6210":28,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":28,"\u9519\u8bef\u5904\u7406":28,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":28,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":28,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":29,"\u9700\u8981":20,"\u9700\u8981\u4fee\u6539build":32,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":26,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":29,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":32,"\u9700\u8981\u5f15\u7528":29,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":28,"\u9700\u8981\u6ce8\u610f\u7684\u662f":32,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":29,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":32,"\u9ed8\u8ba4256k":26,"\ufb01xed":67,"abstract":[33,44,49],"api\u4e2d\u4f7f\u7528":28,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":29,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":29,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":29,"api\u63a5\u53e3":26,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":29,"api\u65f6":29,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":29,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":29,"api\u66b4\u9732\u7684\u7c7b\u578b":29,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":29,"api\u7684\u5b9e\u4f8b":29,"api\u7684\u5b9e\u73b0\u7ec6\u8282":29,"api\u7684\u63a5\u53e3":29,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":29,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":29,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":29,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":32,"boolean":[9,27,28],"break":[17,62],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":32,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":32,"byte":26,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":28,"c\u6709\u6807\u51c6\u7684abi":28,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":28,"case":[9,29,31,35,37,42,44,46,50,52,58,62],"char":[22,64],"class":[5,6,7,8,9,11,12,13,15,16,28,33,34,48,59,66],"const":[22,30,33,34,44],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":29,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":29,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":29,"core\u6982\u5ff5":29,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":32,"deb\u5305\u7f16\u8bd1\u95ee\u9898":32,"default":[3,7,8,9,10,12,13,15,16,17,33,34,37,47,49,51,52,53,62,64,66,67],"enum":[22,34],"export":[9,36,59],"final":[9,10,35,36,43,44,66],"float":[3,7,8,9,11,13,34,35,44,46,51,57,60],"function":[3,5,9,10,11,13,16,18,21,22,23,25,30,31,33,34,35,42,44,46,47,49,58,59,62,65,66,67],"golang\u53ef\u4ee5\u4f7f\u7528":28,"golang\u7684":28,"h\u5e76\u4e0d\u56f0\u96be":28,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,17,33,35,42,46,52,57,58,59,60,62,66,67],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":26,"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":[3,7,8,9,10,13,21,22,25,28,29,31,34,44,51,62,65],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":28,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":32,"long":[2,9,10,13,37,46,65,66],"model\u505a\u5206\u652f\u7ba1\u7406":32,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,24,31,34,43,45,52,53,58,62,65,66],"note\u7684\u4e66\u5199":32,"null":[9,44,49],"org\u76ee\u524d\u9075\u5faa":32,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":28,"paddle\u4f7f\u7528git":32,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":28,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":28,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":32,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":32,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":32,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":32,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":28,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":29,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":28,"paddle\u7684c":29,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":29,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":28,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":29,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":28,"paddle_\u7c7b\u578b\u540d":29,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":29,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":32,"patch\u53f7\u52a0\u4e00":32,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":26,"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":26,"pfsserver\u63d0\u4f9brest":26,"public":[13,33,34,44,47,52,53,66],"py\u4e2d":32,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":32,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":32,"return":[3,7,8,9,10,12,13,15,16,20,22,25,33,34,35,42,44,52,58,60,62,63,64,67],"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":[9,10,33,35,64,65,66],"static":[15,22,29,33,34,52],"super":44,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":28,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":28,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"swig\u76f4\u63a5\u8bfb\u53d6c":28,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":28,"switch":[29,52,66],"tag\u4e3a":32,"throw":52,"true":[3,7,8,9,10,12,13,15,16,31,34,35,42,44,49,51,52,60,64,65,66,67],"try":[11,17,18,21,22,31,33,46,58],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":29,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":32,"void":[22,28,29,34,44],"wheel\u5305":32,"while":[2,3,7,13,24,30,31,33,37,42,49,58,62,66,67],AGE:[52,53],AND:64,ARE:64,AWS:[20,45,54,55],Age:63,And:[3,8,9,11,13,15,24,25,31,33,39,42,51,52,53,57,60,64,66,67],But:[3,9,10,13,33],EOS:9,For:[2,3,8,9,11,13,15,16,21,22,23,25,30,31,34,35,36,37,42,43,44,46,47,48,49,51,57,59,60,62,66,67],Going:66,Has:3,IDs:[13,24,62],Ids:62,Into:52,Its:[3,42,52,64],NMS:9,Not:[16,18,47],ONE:3,One:[8,10,15,24,33,42,44,49,58,62,66,67],Ops:34,PFS:26,QoS:53,THE:3,TLS:[16,26,52],That:[9,13,31,37,49,51],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,25,27,29,31,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],Their:[3,9,18],Then:[5,9,36,37,42,43,44,46,52,53,57,59,64,65,66],There:[8,9,13,15,16,17,18,22,24,25,27,30,33,35,37,39,46,52,58,59,60,61,62,64,67],These:[8,34,47,51,59,65],USE:64,USING:64,Use:[3,8,13,16,27,31,37,44,46,49,50,52,64],Used:10,Useful:3,Using:[18,33,53,66],VPS:52,WITH:43,Will:[13,15],With:[3,9,10,35,58,65],YES:25,Yes:37,___fc_layer_0__:52,__doc__:34,__file__:25,__impl__:34,__init__:44,__main__:60,__meta__:64,__name__:60,__rnn_step__:42,_binari:17,_error:58,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:60,_source_language_embed:[42,57],_target_language_embed:[42,57],_test:17,aaaaa:20,aaaaaaaaaaaaa:52,abc:9,abl:[9,16,58,66],about:[5,9,10,17,25,27,33,34,35,46,48,49,52,56,65,66,67],abov:[3,5,8,9,16,17,18,21,34,35,37,43,46,52,53,58,60,62,65],abs:[9,10,58],absolut:[2,47],academ:63,acceler:[19,51],accept:[3,5,7,9,13,16,31,62,65],acceptor:65,access:[2,9,10,16,17,21,24,25,42,67],accessmod:52,accident:63,accomplish:37,accord:[2,3,8,9,22,47,48,49,51],accordingli:[5,8,9,44],accordingto:65,accrod:10,accumul:[18,22],accur:24,accuraci:[8,44,62,63,66],achiev:[46,59],ack:49,acl:66,aclimdb:66,across:[9,13],act:[9,10,35,42,62],act_output:34,act_typ:62,action:[52,63],activ:[0,5,10,14,17,34,35,36,42,44,49,62,66],activi:10,actual:[3,34,35],adadelta:62,adagrad:62,adam:[16,22,62,66,67],adamax:62,adamoptim:[57,62,66,67],adapt:[8,11,15,35,66,67],add:[3,9,10,13,17,24,33,35,36,43,44,46,51,62,64],add_depend:17,add_execut:17,add_input:44,add_test:[17,44],add_to:9,add_unittest_without_exec:44,addattr:34,addbia:44,addcom:34,added:[3,8,43,44],adding:60,addinput:34,addit:[9,10,37,62],address:[18,22,37,46,49],addrow:44,addtion:47,addtolay:9,addtyp:34,adject:66,adjust:35,admin:63,administr:24,adopt:65,advanc:[42,46,49],advantag:66,adventur:63,adverb:66,adversari:31,advic:46,affect:9,afford:21,afi:3,aforement:[17,47],after:[9,10,13,17,21,22,24,27,30,36,37,39,42,43,44,47,49,51,52,53,58,59,60,62,64,65,66,67],again:[16,18,46],against:52,age:[13,64],agg_level:9,aggreg:52,ago:17,aid:46,aim:[66,67],aircraft:67,airplan:59,aistat:9,alex:[9,66],alexnet_pass1:51,alexnet_pass2:51,algorithm:[9,11,21,35,42,57,59,66,67],alia:[6,7,9],align:[9,10,13,67],all:[0,3,7,8,9,11,16,17,18,22,24,25,27,29,34,35,37,42,43,44,46,47,48,49,51,52,53,57,58,60,62,63,64,65,66,67],alloc:[7,22,25,44,51],allow:[16,22,37,43,44,46,49,52,62],allow_only_one_model_on_one_gpu:[48,49,51],almost:[35,47,57],along:66,alpha:17,alreadi:[17,18,33,37,46,47,49,52,53,66],alreali:[48,67],also:[2,3,9,10,13,16,17,23,30,31,33,34,36,37,42,44,46,47,53,58,59,60,62,65,66],although:35,alwai:[5,9,10,15,17,31,35,49,52,67],amaz:59,amazon:[52,53,62,66],amazonaw:52,amazonec2fullaccess:52,amazonelasticfilesystemfullaccess:52,amazonroute53domainsfullaccess:52,amazonroute53fullaccess:52,amazons3fullaccess:52,amazonvpcfullaccess:52,ambigu:[31,65],amd64:[36,52],american:59,among:[52,66],amount:[46,66],analysi:[35,46,61,65],analyz:[62,66],andd:52,ani:[2,3,9,10,13,16,17,18,22,24,25,31,46,52,62,64,67],anim:63,annot:65,annual:65,anoth:[3,9,15,16,25,33,34,37,49,52,65,66],ans:52,answer:[35,52,65],anyth:[13,31,43,52,65],api:[9,13,15,16,17,22,23,25,26,30,32,36,44,46,52,56,58,62,64,66],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:64,api_trainer_config_helpers_lay:42,api_trainer_config_helpers_layers_context_project:64,api_trainer_config_helpers_layers_cos_sim:64,api_trainer_config_helpers_layers_data_lay:64,api_trainer_config_helpers_layers_embedding_lay:64,api_trainer_config_helpers_layers_fc_lay:64,api_trainer_config_helpers_layers_pooling_lay:64,apiserv:52,apivers:[52,53],apo:67,appar:67,appear:65,append:[3,15,31,42,44,47],append_gradient_machin:15,appleclang:36,appleyard:46,appli:[0,9,33,42,44,59,62],applic:[37,46,52,53,66],appreci:[43,66],approach:[9,30],apt:[36,39,59],arbitrari:9,architectur:[57,65,66,67],architecur:66,archiv:[13,28,29],arg:[3,8,10,13,34,35,48,58,59,60,62,65,66],arg_nam:9,argu:65,argument:[3,5,9,13,21,30,42,44,49,50,57,58,59,60,64,65,66,67],argv:60,arn:52,around:[3,9,24,52],arrai:[5,7,9,13,15,22,31,35,60],art:[35,65],articl:[43,47,53],artifact:52,artifici:58,artist:63,arxiv:[9,10,58,66],as_row_vector:9,ask:[18,24],aspect:66,assign:[8,9,21,49,52],associ:[30,65,66,67],assum:[8,9,42,51,57],assur:2,astyp:[31,58],asyc:18,async:[18,48],async_count:49,async_lagged_grad_discard_ratio:49,async_lagged_ratio_default:[48,49],async_lagged_ratio_min:[48,49],asynchron:[18,49],atla:36,atlas_root:36,attenion:10,attent:[9,10,37,67],attitud:66,attr1:9,attr2:9,attr:[7,9,10,34,42],attr_map:34,attribut:[3,9,10,14,33,34,44,57,65],attrproto:34,attrtyp:34,attrvalu:34,auc:48,aucvalidationlay:49,authent:52,author:[26,52,60],authorized_kei:47,auto:[28,33,44,46,61,64],autom:[52,67],automak:36,automat:[9,16,22,34,36,37,42,43,44,47,48,49,52,64,65,67],automaticli:9,automobil:59,avail:[18,22,36,52],availabel:36,averag:[8,9,12,21,49,60,62,64,65,66,67],average_test_period:[48,49,65],average_window:66,averagepool:9,avg:[46,62],avgcost:[62,64,66,67],avgpool:[9,62],avoid:[18,30,46],avx:[36,37,39,43],await:53,awar:[16,18,37,52],aws:26,aws_account_id:52,awsaccountid:52,awskeymanagementservicepowerus:52,b2t:57,b363:53,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:53,ba5f:52,back:[3,18,37],background:[8,9],background_id:[8,9],backward:[6,9,10,22,30,42,44,49,51],backward_first:42,backwardactiv:44,bag:[62,66],baidu:[0,35,39,53,57],baik:57,balanc:[49,52,58],balasubramanyan:66,bank:65,bardward:10,bare:53,barrier:49,barrierstatset:46,base:[8,9,12,13,16,21,35,39,42,44,46,47,49,52,57,58,62,64,66,67],baseactiv:10,baseev:15,basematrix:44,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[37,43,52,53],bashrc:36,basic:[3,9,15,37,43,44,62,63,66],batch:[3,9,10,11,13,15,16,18,20,44,47,49,52,53,58,59,60,62,64,65,66,67],batch_0:60,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,31],batch_siz:[3,13,35,47,57,58,59,62,64,66,67],batchsiz:[9,44],bazel:17,bbbbb:20,bbox:[8,9],bcd:9,bcebo:13,bdist_wheel:32,beam:[9,42,49,65,67],beam_gen:[9,42],beam_search:[15,42],beam_siz:[9,42,48,49,51],beamsiz:67,becaus:[5,8,9,13,16,17,18,22,30,31,33,42,44,51,52,59,62,65],becom:[33,46],been:[3,17,21,36,59,62,65,66,67],befor:[5,9,10,18,24,27,30,31,37,43,47,52,59,66,67],begin:[5,8,9,22,27,44],beginiter:[15,16],beginn:42,beginpass:[15,16],begintrain:16,behavior:46,being:[18,24,31,58],belong:[9,33,67],below:[3,9,13,18,22,30,31,42,44,46,47,52,58,59,62,64],benefit:[10,24,25],bengio:9,bertolami:66,besid:[2,9,13,67],best:[9,17,36,37,49,62,64,66,67],best_model_path:65,besteffort:53,beta1:11,beta2:11,beta:60,better:[9,10,17,35,47,52,58,64],between:[8,9,11,17,18,22,29,30,33,35,52,58,62,63,66,67],bgr:60,bi_gru:10,bi_lstm:10,bia:[9,10,11,42,44,60],bias:[9,44],bias_attr:[9,10,35,42],bias_param_attr:10,biases_:44,biasparameter_:44,biassiz:44,bidi:53,bidirect:[9,10,42,65,67],bidirectional_lstm_net:66,big:46,bigger:18,biggest:66,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:46,bin:[36,37,47,52,53,64],binari:[3,8,9,13,17,25,46,52,57,62,66],bind:33,bird:59,bison:36,bit:62,bitext:67,bla:36,blank:[9,52],block:[9,19,22,35,44,46,49,60,66],block_i:9,block_x:9,blog:66,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:66,book:[13,42],bool:[3,7,8,9,10,12,13,34,44,49,51,62,66],boot:[9,42],boot_bia:9,boot_bias_active_typ:9,boot_lay:42,boot_with_const_id:9,bootstrap:36,bos_id:[9,42],both:[0,6,7,9,10,16,17,18,24,37,42,44,46,52,58,60,62],bottleneck:[46,60],bottom:66,bound:9,boundri:8,bow:[62,66],box:[9,46],brain:24,branch:[9,16,17,32],breadth:[49,67],brendan:66,brew:36,brief:[17,22],briefli:46,broadcast:18,broken:43,brought:43,brows:37,browser:[37,52],bryan:66,bucket_nam:52,buf_siz:13,buffer:[3,13,31,33,49],buffer_s:13,buffered_read:31,bug:[43,52],bui:66,build:[0,9,13,17,25,32,34,35,37,40,49,52,54,55,57,59,60,62,64,66,67],build_dict:13,built:[0,17,34,36,37,58,65],bunch:[46,62],bunk:66,button:[43,52],c11:28,c703c041:43,c99:29,c99e:52,cach:[62,65],cache_pass_in_mem:[3,62,65],cachetyp:[3,62,65],calc_batch_s:[3,65],calcul:[3,8,9,10,11,18,22,42,44,46,49,51,58,64],call:[3,8,9,10,16,21,22,23,25,33,34,35,37,42,43,44,46,49,52,59,60,62,66,67],callabl:[3,7,9,13],callback:44,caller:52,caltech:59,can:[2,3,5,7,8,9,10,13,15,16,17,18,21,24,25,30,31,34,35,36,37,39,42,43,44,46,47,48,49,51,52,53,57,58,59,60,62,64,65,66,67],can_over_batch_s:[3,65],cancel:[24,43],candid:9,cannot:[33,44],caoi:67,capabl:[36,66],capac:52,capi:28,capi_prvi:29,caption:[35,67],captur:[35,47],card:47,care:[10,25,31,48,49,63],carefulli:[47,49,60],cast_to_op_attr:34,cat:[37,59,60,66],categor:65,categori:[9,13,18,62,66],categorig:13,categoryfil:53,caus:[18,27],caution:[52,53],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:67,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,66],center:3,ceph:[20,53],cephf:[20,25,26],certain:[2,33,48,65],certif:[16,26,52],cffi:28,cfg:53,cgo:28,chain:[13,44],challeng:[9,18],chanc:[16,44,62],chang:[9,13,17,21,25,30,31,33,35,37,42,43,44,46,49,52,62,66],channel:[9,10,46,47,60],channl:[47,60],charact:[62,64],character:35,characterist:[51,59],check:[3,13,17,35,36,37,43,49,51,52,63],check_align:13,check_attr:34,check_eq:44,check_fail_continu:3,check_l:44,check_sparse_distribution_batch:[48,49],check_sparse_distribution_in_pserv:[48,49],check_sparse_distribution_ratio:[48,49],check_sparse_distribution_unbalance_degre:[48,49],checkgrad:49,checkgrad_ep:49,checkout:43,checksum:26,children:63,china:37,chines:61,chmod:[36,52],choic:[17,37,63],choos:[49,62,64],chosen:[2,63,67],chunk:[21,26,58,65],chunk_schem:8,chunktyp:8,cifar:[58,59],cifar_vgg_model:59,claim:52,claimnam:52,clang:[28,36,37,43],clarifi:8,class1:66,class2:66,class_dim:66,classfic:[60,66],classfiic:59,classic:[9,35],classif:[3,5,9,51,60,61,62,66,67],classifc:66,classifi:[58,59,60,62,66],classification_cost:[59,62],classification_error_evalu:[8,58,62,66,67],classification_evalu:8,claster:52,clean:[5,17,30,43,64],clear:[8,17,30,33],clearer:30,clearli:33,cleric:63,cli:52,click:[43,46,52],client:23,clip:[7,10,49,62,66],clock:9,clone:[9,36,37],close:[3,31,43],closer:35,cloud:[17,18,25,26,27],cloud_read:13,cls:62,cludform:52,cluster:[13,16,18,22,48,49,53,62,67],cluster_train:47,cm469:52,cmake3:36,cmake:[29,36,44,46],cmakelist:[17,44],cmatrix:[28,29],cmd:53,cna:9,cname:52,cnn:[9,53,60,62],code:[0,3,5,9,13,16,17,24,30,31,34,35,36,37,38,42,44,45,46,47,52,53,58,62,63],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,35,63],collectbia:44,colleg:63,color:[59,60],colour:13,column:[8,9,31,44,57,67],column_evalu:8,colunm:67,com:[9,10,13,17,36,37,39,43,52,53,60],combin:[8,9,10,13,15,33,58,64,66],come:66,comedi:63,comma:[22,49,57],command:[2,5,17,25,27,35,36,37,39,43,44,45,46,47,52,53,54,55,57,58,59,60,64,65,66],commandlin:[46,66],commenc:62,comment:[9,17,34,43,62,66],commit:17,commnun:47,common:[20,42,44,48],common_util:47,commonli:[27,42,46,51],commun:[0,18,22,23,44,47,52],compani:66,compar:[17,44,58,62],comparison:17,compat:3,compet:66,competit:58,compil:[9,17,34,36,37,43,44],complaint:17,complet:[0,5,9,10,13,15,18,21,22,26,44,52,53,62],complex:[2,3,10,24,31,42,46,62],complic:9,compon:44,compos:[13,16,58,65],composenotalign:13,compress:21,comput:[9,10,16,18,33,35,36,37,42,44,46,51,52,62,64,65,66],computation:[9,42],conat:9,concat:[42,67],concaten:10,concept:[3,8,16,30,33,37,42],concern:16,concurr:[18,24],concurrentremoteparameterupdat:49,condit:[9,21,42,47,53,67],conduct:46,conf:[5,9,47,57,58,60,67],conf_paddle_gradient_num:52,conf_paddle_n:52,conf_paddle_port:52,conf_paddle_ports_num:52,conf_paddle_ports_num_spars:52,confid:[9,66],confidence_threshold:9,config:[3,7,9,10,20,27,35,44,47,48,49,52,53,57,58,59,60,62,66,67],config_:49,config_arg:[48,49,51,60,62,65,66],config_bas:[8,9,15],config_fil:65,config_gener:[47,64],config_lay:44,config_len:22,config_pars:[5,44],config_proto:22,configur:[1,2,3,5,9,22,24,25,35,41,44,46,49,57,59,60,66,67],confirm:27,conflict:[33,43],confront:67,congest:49,conll05st:65,conll:[13,65],connect:[2,10,25,35,44,52,53,58,59,60,62,64,66],connectionist:[9,66],connor:66,consequ:[9,10],consid:[8,9,11,36,37,46,51,59],consider:[3,10],consist:[8,9,13,21,31,34,59,60,62,65,67],consol:[46,52],constant:44,constraint:33,construct:[3,5,8,16,33,34,42],constructor:[33,34,44],consum:[18,66],contact:[18,24],contain:[3,8,9,10,12,13,15,16,21,30,33,34,38,39,42,43,47,52,59,60,62,63,66,67],containerport:52,contemporan:66,content:[22,27,53,65,66],content_len:22,context:[9,10,13,33,42,57,62,64,65,66,67],context_attr:10,context_len:[9,10,62],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,62],contibut:43,contin:52,continu:[3,8,18,39,49],contrast:[9,67],contribut:[0,38,45,66],contributor:0,control:[7,37,43,49,52,53,67],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:[16,34,47],convent:22,converg:[47,58,66],convert:[3,5,13,20,31,57,59,60,62,64],convlay:9,convolut:[9,10,13,58,60,64],convoper:9,convtran:9,convtranslay:9,cool:[3,43],coordin:[18,22],copi:[15,16,21,24,27,37,43,52,58,64],copy_shared_paramet:58,copytonumpymat:58,core:[3,7,29,30,49,67],coreo:52,corespond:65,corpora:67,corpu:[13,65],correct:[3,9,44,52],correctli:[8,13,44,58],correl:[35,59,66],correspoind:16,correspond:[3,5,16,17,34,35,43,44,59,63,65,66,67],corss_entropi:16,cos:[9,34],cosin:[9,34,64],cosineop:34,cosineopproto:34,cosineopprotomak:34,cost:[5,11,15,16,35,49,58,62,64,66,67],cost_id:9,could:[3,5,9,13,15,16,21,30,31,37,46,47,52,62,64],count:[8,18,25,31,46,49,51,53,57,64,65,66,67],counter:[18,21],coupl:35,cours:[8,25],coverag:36,coveral:36,coveralls_uploadpackag:36,cpickl:60,cpp:[28,29,30,43,44,46,62,64,67],cpu:[2,3,7,9,25,30,32,36,39,46,49,53,58,65,66,67],cpuinfo:37,cpusparsematrix:29,craftsman:63,crash:[18,46,47,49],crazi:47,creat:[5,7,9,13,15,16,18,22,26,27,30,35,36,37,44,47,49,57,58,59,67],create_bias_paramet:44,create_doc_str:34,create_input_paramet:44,create_python_ops_creatation_funct:34,createargu:58,createfromconfigproto:[5,58],createop:34,createstack:52,creation:52,creationd:52,creator:[13,20],credenti:27,credit:58,crf:65,crime:63,critic:66,crlf:43,crop:60,crop_siz:60,cross:[9,62,65],cross_entropi:[9,16,58],cross_entropy_with_selfnorm:9,crt:26,csc:44,cslm:67,csr:44,csv:63,ctc:8,ctc_evalu:8,ctest:[37,43],ctrl:[47,64],ctx:65,ctx_0:65,ctx_0_slot:65,ctx_n1:65,ctx_n1_slot:65,ctx_n2:65,ctx_n2_slot:65,ctx_p1:65,ctx_p1_slot:65,ctx_p2:65,ctx_p2_slot:65,cub:59,cuda:[17,36,37,39,46,47,49],cuda_dir:[48,49],cudaconfigurecal:46,cudadevicegetattribut:46,cudaeventcr:46,cudaeventcreatewithflag:46,cudafre:46,cudagetdevic:46,cudagetdevicecount:46,cudagetdeviceproperti:46,cudagetlasterror:46,cudahostalloc:46,cudalaunch:46,cudamalloc:46,cudamemcpi:46,cudaprofilerstart:46,cudaprofilerstop:46,cudaruntimegetvers:46,cudasetdevic:46,cudasetupargu:46,cudastreamcr:46,cudastreamcreatewithflag:46,cudastreamsynchron:46,cudeviceget:46,cudevicegetattribut:46,cudevicegetcount:46,cudevicegetnam:46,cudevicetotalmem:46,cudnn:[9,12,17,36,39,49],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[48,49],cudnn_convt:9,cudnn_dir:[48,49],cudrivergetvers:46,cuinit:46,cumul:9,curl:[36,52],current:[3,9,17,18,22,30,33,35,37,42,43,44,47,49,52,62,66,67],current_word:42,currentcost:[62,64,66,67],currentev:[62,64,66,67],curv:[16,59,65],custom:[2,3,16,25,44,52,63,66],custom_batch_read:31,cutoff:13,cycl:18,cyclic:9,cython:28,d3e0:52,dai:67,daili:66,dalla:3,dan:65,danger:3,darwin:52,dat:[13,20,47,64],data:[1,2,3,5,8,10,11,15,16,20,21,26,30,33,34,36,37,42,44,46,47,48,49,51,54,60,63],data_batch_gen:58,data_dir:[57,59,66,67],data_feed:13,data_fil:35,data_initialz:62,data_lay:[3,35,58,59,62,65],data_nam:13,data_read:[13,31],data_reader_creator_random_imag:31,data_sourc:58,data_typ:[13,42],databas:[13,66],datacent:[20,27],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,35,47,64,65],dataprovider_bow:62,dataprovider_emb:62,dataproviderconvert:5,datasci:9,dataset:[1,3,20,25,31,35,42,49,57,59,60,62,65,66],date:65,db_lstm:65,dcgan:58,dcmake_install_prefix:36,dead:18,deal:58,deb:[38,39],debian:[37,38],debug:[3,27],decai:[11,59],decar:13,decent:21,decid:[16,24,31],declar:[9,64],decod:[9,10,42,65,67],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:10,decoder_s:42,decoder_st:[10,42],deconv:9,deconvolut:9,decor:[3,13,44],decreas:35,decrypt:52,deep:[0,9,24,35,37,40,46,58,59,60,62,65],deeper:[35,37,60],deer:59,def:[3,9,13,16,20,25,31,34,35,42,44,58,60,62,65],defalut:[9,49,51],default_devic:51,default_valu:51,defect:30,defer:24,defferenct:3,defin:[2,3,9,10,13,15,16,17,18,24,31,33,34,35,42,44,47,49,57,58,59,65],define_py_data_sources2:[3,35,59,60,62],defini:67,definit:[3,13,18,21,34,35,37,57,62,66],degre:9,delai:49,delar:62,delet:[18,25,26],deletestack:52,delimit:[8,63,64],delv:9,demand:18,demo:[9,13,47,53,54,57,58,59,60,61,62,63,64,65,66,67],demograph:63,demolish:53,demonstr:[35,42,58,64],denot:[51,62,63,65],dens:[3,9,13,22,23,44,52,62,64],dense_arrai:13,dense_vector:[3,5,13,35],dense_vector_sequ:13,dep:17,depend:[17,18,25,35,37,39,47,51,59,63],deploi:[9,47,51],deploy:[47,52],deprec:9,deriv:[6,16],desc:34,descent:[9,18],describ:[16,17,21,30,34,35,43,44,52,53,58,62,65],describestack:52,describestackev:52,describestackresourc:52,descript:[5,8,17,36,43,50,52,59,64],deseri:[15,30],design:[3,9,13,28,66],desir:[18,52,53,57],destin:[22,27],destruct:33,destructor:44,det_output:8,detail:[3,5,7,8,9,10,11,21,25,27,33,36,42,43,44,46,47,50,51,52,53,57,58,60,62,64,66,67],detect:[37,43],detection_evalu:8,detection_output:8,determin:[3,9,13,44,58],dev:[36,37,43,59,67],devel:36,develop:[0,17,30,32,36,48,49,67],deverlop:49,deviat:7,devic:[7,30,49,67],deviceid:51,devid:[9,49],dez:66,diagnos:47,diagram:60,dict:[3,8,13,15,62,64,66,67],dict_dim:66,dict_fil:[8,62,65],dict_siz:13,dictionai:62,dictionari:[3,8,9,13,15,16,51,60,62,64,65,66,67],dictsiz:67,did:[3,30],diff:43,differ:[3,8,9,15,17,18,22,24,33,35,37,42,43,44,47,49,52,53,57,59,60,62,66,67],difficult:[8,35],dig:[37,46,52],digit:[3,9],dim:[9,13,44,57,60,62,66],dimens:[6,9,12,13,44,51,57,62,64,66],dimension:[3,35,42,44,58,62],dimenst:57,dimes:9,dir:[47,60,62,64,65,66,67],dirctori:37,direct:[9,10,37,60,65],directli:[2,3,10,17,23,25,30,34,35,37,47,53,66],directori:[2,9,17,20,24,26,27,36,37,43,46,47,49,53,59,60,62,64,65,66,67],diretcoti:60,dis_conf:58,dis_train:58,dis_training_machin:58,disabl:3,discard:[13,18,21,43,49],discount:9,discov:[18,65],discoveri:52,discrep:46,discrimin:58,discriminator_train:58,discuss:[16,21,22,23],disk:53,dispatch:[30,47,49],displai:[25,27],disput:67,dist:32,dist_train:[16,25],distanc:8,distibut:57,distinguish:[17,47,58,67],distribut:[9,21,22,23,24,36,45,53,54,55,58,62,65],distribute_test:[48,49],distributedli:44,disucss:16,divid:[11,34,48,59,67],diy_beam_search_prob_so:[48,49],dmkl_root:36,dns:52,do_forward_backward:31,doc:[5,13,36,37,43,47],docker:[32,38,43,52,54,55],docker_build:16,docker_push:16,dockerfil:[37,43],dockerhub:37,doctor:63,document:[3,5,10,26,36,43,51,59,62,64,65,66],documentari:[3,63],doe:[3,5,10,18,21,22,24,25,30,31,35,39,44,46,62,64,65],doesn:[7,9,13,16,31,43,46,53,67],dog:[59,60],doing:[24,46],domain:52,don:[10,16,17,31,35,52,66],done:[8,9,10,17,18,21,22,43,46,52,58,66],dopenblas_root:36,dot:[49,60,67],dot_period:[49,51,58,59,64,66,67],dotmuloper:9,dotmulproject:9,doubl:[3,9,36,49],down:[46,62],download:[13,17,18,24,26,37,39,58,59,62,65,66],download_cifar:59,downsampl:59,doxygen:[36,43],dozen:17,dpkg:39,drama:63,drive:33,drop:[3,10],drop_rat:7,dropout:[7,10,44,62],dropout_r:9,drwxr:53,dst:22,dtoh:46,dtype:[5,35,60],dubai:67,due:[21,24,63],dummi:21,duplic:63,durat:[21,46],dure:[2,3,9,10,18,21,24,25,35,44,48,49,52,62,64,65,67],durn:3,dwith_c_api:29,dwith_doc:36,dwith_profil:46,dwith_python:29,dwith_swig_pi:29,dwith_tim:46,dyld_library_path:9,dynam:[2,3,22,29,31,36,46,49],dynamic_cast:44,each:[2,3,5,8,9,10,12,13,15,17,18,21,22,24,25,30,31,33,34,35,37,42,43,44,47,49,51,52,57,59,60,62,63,64,65,66,67],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,31,60],easi:[0,31,37,44,47,62],easier:[16,31,44],easili:[16,31,33,35],echo:[37,64,66],edit:[8,37,52],editor:37,edu:[13,52,53,59],educ:63,eeoi3ezpr86c:52,effect:[3,49,52],effici:[0,2,3,9,42,44],efg:9,efs:52,efs_dns_nam:52,efsvol:52,eight:65,either:[9,13,15,16,46,62,64],elb:52,elbapis:52,elec:62,electron:[53,62],elem_dim:9,element:[3,5,8,9,10,13,15,21,31,62,66,67],element_typ:22,elif:[16,34],elimin:65,els:[16,25,33,34,37,44,60,62],emac:37,emailweixu:17,emb:[53,62],embed:[16,42,61,64,66],embedd:65,embedding_lay:62,embedding_nam:[9,42],embedding_s:[9,42],emphas:46,empir:9,emplace_back:44,emploi:[34,42,63],empti:[8,13,18,35],emul:67,enabl:[3,7,9,17,21,46,47,49,52],enable_grad_shar:[48,49],enable_parallel_vector:49,enc_proj:[10,42],enc_seq:10,enc_vec:42,encapsul:22,encod:[10,21,42,67],encoded_proj:[10,42],encoded_sequ:[10,42],encoded_vector:42,encoder_last:9,encoder_s:42,encrypt:52,encrypt_decrypt:52,end:[3,8,9,30,31,33,35,42,43,49,57,65,66,67],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[13,20,52],endtrain:16,engin:[0,25,46,63],english:[3,9,67],enjoi:37,enough:35,ensembl:10,ensur:[3,18,33,44],enter:[37,63],entir:[9,10,22,24,66],entiti:[8,33],entri:[13,21,25,44,52,63],entropi:[9,62,65],entry_point:25,enumer:[6,62],enumerate_data_types_of_data_lay:13,env:52,environ:[9,16,36,37,39,43,46,47,48,49,52,53,58,59,64],eol:43,eos_id:[9,42],epel:36,epoch:63,epsilon:11,equal:[9,10,18,49],equat:[8,9,10,11,37],equilibrium:58,equip:[36,42],equival:[9,16,34],error:[7,8,9,10,11,16,21,27,33,35,39,44,47,49,52,59,60,62,63,64,66,67],error_clipping_threshold:7,especi:[3,10,65],essenc:16,essenti:[9,16,36,65,67],estat:35,estim:[9,16],eta:53,etc:[8,13,31,33,37,47,48,51,52,66,67],etcd:[13,18,21,22,24],etcd_addr:22,etcd_endpoint:13,eth0:[47,52],ethternet:47,eval:[8,62,64,66,67],eval_bleu:67,evalu:[2,9,14,15,24,46,47,62,66,67],evaluate_difficult:8,evaluate_pass:66,evalut:[35,67],even:[16,31,46,49,66],evenli:[22,52],event:53,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,24,33,34,42,43,44,49,62,65,66,67],everyth:[35,43],evid:30,exactli:[3,9,10,37,52,65],exampl:[2,3,8,9,10,11,13,15,25,27,30,31,35,36,37,42,43,44,46,47,48,49,51,52,53,59,60,61,62,66,67],exceed:9,except:[3,13,24,51,57,66],exchang:30,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[37,49],execut:[17,18,21,25,44,46,52,63,65,66],exist:[16,18,27,31,34,44,49,52,63,66],exit:[22,27,49,53],expand:[44,65,66,67],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,46,66],expens:67,experi:51,expert:17,expir:18,explain:[3,8,18,47,58,66],explan:[9,25,33,36,62,67],explanatori:[35,37],explicit:44,explicitli:[3,16],exploit:59,explor:9,exponenti:6,expos:[23,37,52],express:[16,52,66],extend:[0,8],extens:[24,63,64,67],extent:29,extern:[3,17,28,29],external_librari:17,extra:[7,9,10,35],extra_lay:15,extraattr:[7,51],extraattribut:9,extraattributenon:9,extract:[8,9,30,52,59,65,66],extract_fea_c:60,extract_fea_pi:60,extract_para:57,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,46],extremli:2,f120da72:53,f7e3:52,fa0wx:53,fabric:47,face:17,facotr:9,fact:60,factor:[7,9,11],factori:28,fail:[3,18,21,49,51,53,59],failur:[18,22],fake:58,fake_imag:31,falloc:26,fals:[3,7,8,9,10,11,13,31,35,42,44,49,51,53,57,62,64,65,66,67],false_label:31,false_read:31,famili:67,familiar:[3,35],fanscin:3,fantasi:63,fantast:62,far:0,farmer:63,fascinatingli:2,fast:[9,21,46],faster:[9,10,18,42,46,66],fault:21,favourit:37,fbd1f2bb71f4:53,fc1:[44,51],fc2:51,fc3:51,fc4:51,fc8a365:52,fc8a:52,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[34,35,44,51,62,64],fc_layer_nam:10,fc_mat:15,fc_op:34,fc_output:34,fc_param_attr:10,fclayer:44,fdata:65,fea:60,fea_output:60,feat:66,featur:[3,6,9,13,43,49,59,62,66,67],feature_map:64,feed:[10,13,15,16,35,66],feedback:0,feeder:13,feedforward:59,femal:63,fernan:66,festiv:3,fetch:[13,18,42,43,44],few:[3,17,18,31,37],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,34,46,52],figur:[16,17,42,44,46,57,58,59,60,65,66,67],file1:67,file2:67,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,27,29,31,35,36,37,42,43,44,47,49,57,59,60,65,66,67],file_list:3,file_nam:[3,35,60,62,65],filenam:[3,20,64],fileoffset:26,filer:9,filesystem:[24,25,26,37,52],fill:[9,18,21,52,62],film:63,filter:[9,10,60],filter_s:[9,10],filter_size_i:9,finali:47,find:[9,11,18,24,33,37,46,59,66,67],findvar:33,fine:[7,21,64],fingerprint:52,finish:[3,18,21,24,25,34,37,47,52,53,59],finit:44,first:[3,9,13,16,18,21,24,25,27,34,35,37,39,42,43,44,46,49,51,52,57,58,59,60,62,64,65,66,67],first_seq:42,firstli:[8,9],firstn:13,firstseen:53,fit:[2,13,43],five:[46,62],fix:[3,7,28,43,67],flag:[13,49,58,59,65],flexiabl:31,flexibl:[0,2,9,10,16,22,42],flight:67,float32:[5,13,31,35,58,60],floor:9,flow:[32,43],fly:[35,62],fnt03:52,focu:[3,46],folder:[17,20,25,27,36,52,59,66,67],follow:[2,3,8,9,10,11,13,16,17,18,21,25,31,33,34,36,37,39,42,43,44,46,47,51,52,53,54,55,57,58,59,60,62,63,64,65,66,67],fool:58,forbid:16,force_load:28,forecast:66,forget:[11,16,66],fork:9,form:[2,3,9,10,11,46,65],format:[2,3,8,13,21,35,43,44,49,52,57,59,63,64,66],former:[16,17,67],formula:[9,10],formular:9,forward:[6,9,10,22,30,42,44,51,58,65,66],forwardactiv:44,forwardtest:5,found:[3,5,9,33,36,42,58,59,62,66],four:[3,8,39,57,60,62,64,65,66],frame:8,framework:[16,33,34,44,60,62,66],free:[13,67],french:67,frequenc:[13,46,57,62,66],frequent:[21,31,47,67],fresh:24,friend:33,frog:59,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,27,30,31,33,35,37,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],from_no_sequ:9,from_sequ:9,from_tar:15,fromfil:[31,35,60],fulfil:46,full:[9,18,24,37,42,44],full_matrix_project:[10,42],fulli:[35,43,44,46,58,59,60,62,64,66],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:57,fullyconnectedlay:44,func:[13,21],funciton:10,fundament:35,further:[9,34],futur:[9,24],fvs:34,gain:9,game:58,gamma:60,gan:16,gan_train:58,gangliao:17,gap:49,gate:[9,10,66],gate_act:[9,10],gate_attr:9,gate_bias_attr:9,gate_param_attr:9,gate_recurr:9,gather:[9,30,44],gauss:7,gaussian:58,gcc:[28,36,37],gcreators_:34,gdebi:39,gen:[9,67],gen_conf:[58,67],gen_data:67,gen_result:67,gen_train:58,gen_training_machin:58,gender:[13,63,64],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,24,31,34,35,36,37,43,46,47,49,51,52,57,60,61,62,64,66],generated_word_embed:9,generatedinput:[9,42],generator_conf:58,generator_machin:58,generator_train:58,genert:3,genr:[63,64],gereat:8,get:[3,8,9,13,15,17,21,22,24,25,26,33,34,35,36,39,42,44,46,47,52,56,59,60,62,64,65,66],get_all_op_proto:34,get_batch_s:65,get_best_pass:66,get_config_arg:[51,62,66],get_data:[53,62,65],get_dict:13,get_embed:13,get_imdb:66,get_input_lay:44,get_mnist_data:58,get_model:60,get_movie_title_dict:13,get_nois:58,get_shap:15,get_training_loss:58,get_word_dict:13,getbatchs:44,getenv:[16,25],getinput:44,getinputgrad:44,getinputvalu:44,getoutputgrad:44,getoutputvalu:44,getparameterptr:44,getsiz:44,getslotvalu:58,gettask:21,gettempl:52,gettranspos:44,getw:44,getweight:44,getwgrad:44,gfortran:36,gildea:65,gist:10,git:[32,36,37,43],github:[10,17,36,37,39,60],give:[3,18,35,37,44,46,52,62],given:[3,13,15,22,24,31,44,49,58,62,65,66,67],glide:17,global:[3,7,16,17,18,30,33,34,46,49,52,66],global_learning_r:7,globalstat:46,globalstatinfo:46,globe:3,go1:36,go_librari:17,go_test:17,goal:[46,65],gob:21,godep:17,godoc:28,goe:[9,10,18,33,35],going:[62,66],golang:[17,36],good:[9,31,46,66,67],goodfellow13:9,googl:16,googleapi:[36,52],gopath:36,goroot:36,got:33,gpg2:52,gpg:52,gprotos_:34,gpu:[2,3,7,9,12,25,30,32,36,39,43,45,47,58,59,60,64,65,66,67],gpu_id:[49,51,58],gpugpu_id:48,grab:[18,66],grad:[22,49,63],grad_share_block_num:[48,49],gradient:[7,8,9,11,15,18,21,30,49,62,66],gradient_clipping_threshold:[7,62,66],gradient_evalu:8,gradient_machin:[15,29],gradientmachin:[5,15,29,30,58,64,67],gradual:[35,46],grai:59,gram:[57,66],grant:52,graph:[9,15,17,18,57],graphviz:60,grave:66,grayscal:3,greater:9,grep:[37,66],groudtruth:42,ground:[8,9,62,67],group:[10,21,66],group_input1:42,group_input2:42,group_input:42,grouplen:[13,63],gru:[9,42,62,67],gru_bias_attr:10,gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[57,67],gru_layer_attr:10,gru_memori:10,gru_siz:62,gru_step:42,gru_step_lay:10,grumemori:[10,42],gserver:[9,44],gsizex:46,guarante:44,guess:[35,66],gui:46,guid:[26,38,42,43,44,46,52,53,57,59,66,67],guidenc:35,gur_group:10,gzip:[21,53],hack:[38,47],hadoop:16,half:52,hand:[63,64,66],handi:17,handl:[13,16,25,30,31,33,47,64,66],handler:15,handwrit:[3,66],happen:[21,34],hard:[52,62],hardwar:[37,46],has:[3,5,8,9,10,11,13,16,17,18,21,22,24,34,37,42,44,46,52,53,57,59,62,63,64,65,66,67],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,25,30,31,33,35,36,37,42,43,44,46,47,49,51,52,57,59,62,63,64,66,67],hdf:[2,20],head:[43,57,66],header:[22,29,35,44,57,60],health:63,heavi:47,height:[9,13,28,31,44,59],held:18,hello:16,help:[3,5,27,43,47],helper:[9,10,44],henc:33,here:[3,5,7,8,9,10,13,16,17,18,23,27,31,34,35,36,42,47,48,51,52,53,57,59,60,61,62,63,64,65,66,67],heurist:[9,49,67],hidden:[9,10,42,52,62,66],hidden_s:10,hierarch:[9,42],high:[7,44,58],higher:2,highest:[9,13,67],highli:[2,3,13,42,51,64,66],him:16,hint:35,histor:66,hl_get_sync_flag:44,hold:[16,18,21,23,33,34,52],home:[20,27,36,47,52,53],homemak:63,honor:21,hook:[3,7,65],hookattr:7,hookattribut:7,hope:0,horizont:[9,60],horror:63,hors:59,horst:66,host:[17,25,36,37,47,52,53],hostnam:[47,52],hostpath:53,hostport:52,hot:64,hour:67,hous:[3,13,35,57],how:[2,3,7,9,16,18,21,27,30,34,35,42,47,49,52,53,56,59,60,62,64],howev:[3,9,10,24,30,31,34,35,42,48,49,52,66,67],hpp:28,html:[13,37,59],htod:46,http:[9,10,13,17,25,36,37,39,43,52,53,58,59,60,67],huber:9,huge:[9,43],huina:66,human:[9,67],hyper:[9,44],hyperplan:13,i0601:64,i0706:67,i0719:67,i1117:46,iamfullaccess:52,iamusersshkei:52,ib0:47,ics:13,icwsm:66,id_input:8,idea:[9,17,31],ident:[35,37,52,63],identifi:44,identityoffsetproject:9,identityproject:9,ids:[8,9,44,62,64],idx:[21,44],ieee:66,ies:27,ight:9,ignor:[3,9,49,57],ijcnlp:66,illustr:[3,8,18,22,42,44,46,62],ilsvrc:60,imag:[3,12,13,16,31,35,38,43,51,52,54,55,58,60,61,67],image_a:31,image_b:31,image_classif:59,image_fil:31,image_lay:31,image_list_provid:60,image_nam:16,image_path:31,image_provid:59,image_reader_cr:31,image_s:60,imagenet:[9,20,61],imagepullpolici:52,imageri:9,images_reader_cr:31,imdb:63,imdber:66,img:[3,9,59],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:59,imgsiz:46,imgsizei:46,imgsizex:46,immedi:52,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,25,28,29,30,33,34,42,62,65],impli:17,improv:[0,9,46,52,66,67],inbound:52,includ:[2,3,8,9,10,13,16,17,22,25,28,29,34,36,37,42,43,44,46,49,52,53,57,62,63,65,67],inconsist:63,incorpor:9,incorrect:9,increas:[18,21,49,67],increment:49,incupd:44,inde:[13,31,37],independ:[9,22,33,62],index:[3,8,9,12,13,15,18,21,47,52,64],indexslot:[9,65],indic:[3,8,9,22,35,47,52,65],individu:[18,35,52],industri:18,ineffici:30,infer:[1,16,18,28,36],inferior:24,infiniband:47,info:[8,9,13,44,47],inform:[5,9,13,25,27,33,44,46,49,52,63,64,65,66,67],infrastructur:[52,58],ingor:49,ininst:16,init:[7,9,15,44,51,52,58,62,65],init_from_tar:15,init_hook:[62,65],init_model_path:[48,49,51,57,62,65],initi:[3,5,7,9,10,13,15,17,21,34,42,44,49,57,58,62,65],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,58],inlcud:10,inlin:52,inner:44,inner_param_attr:10,inproj_attr:9,inproj_bias_attr:9,inproj_param_attr:9,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,24,30,31,33,34,35,42,44,51,57,58,59,60,62,64,65,66,67],input_conf:9,input_data:44,input_data_target:44,input_featur:6,input_fil:[35,65],input_hassub_sequence_data:44,input_id:9,input_imag:[10,59],input_index:44,input_label:44,input_lay:44,input_loc:9,input_nam:16,input_proj_bias_attr:10,input_proj_layer_attr:10,input_sequence_data:44,input_sequence_label:44,input_sparse_float_value_data:44,input_sparse_non_value_data:44,input_t:44,input_typ:[35,62],inputdef:44,inputlayers_:44,inputtyp:[3,13],insert:43,insid:[8,9,18,30,31,37,52],inspect:43,inspir:57,instal:[9,25,32,37,40,43,47,53,59,60,64,65,66],instanc:[9,18,20,23,42,44,46,49,65],instance_ip:52,instanti:18,instead:[9,10,12,17,25,31,37,47,62,67],instruct:[37,39,46,62],int32:49,int64:26,integ:[3,8,9,13,21,25,28,44,62,66],integer_valu:[3,13,62],integer_value_sequ:[3,13,42,62,65],integr:[8,36,65],intend:0,inter:[9,47],interact:[37,52],intercept:9,interest:[46,66],interfac:[1,5,7,9,10,15,21,25,27,30,47,52,59,64,66],interg:62,intergr:9,intermedi:[27,65],intern:[9,10,13,15,52],internet:[17,18,66],interpret:[3,8,36,46],interv:[9,66],intrins:36,introduc:[3,9,18,33,34,53,64,66],introduct:[4,58],intuit:24,invalid:[31,33],invari:59,invoc:17,invok:[3,9,15,30,34,46,52],involv:58,iob:8,ioe:8,ips:52,ipt:[9,34,42],ipython:16,is_discriminator_train:58,is_gener:[57,58,67],is_generator_train:58,is_kei:64,is_loc:15,is_predict:[62,66],is_seq:[9,42],is_sequ:64,is_stat:7,is_tensor:34,is_test:[60,65,66],is_train:3,isn:46,isol:37,isspars:44,issu:[17,36,37,46],item:[9,13,15,24,31],iter:[9,10,11,13,15,16,18,31,59,65,66],its:[3,9,10,16,18,21,30,33,34,43,44,46,49,52,57,58,59,62,66,67],itself:[10,18,24,33],ivs:34,java:28,jeremi:46,jie:[65,66],jmlr:9,job:[5,13,24,48,49,51,60,62,64,65,66,67],job_dispatch_packag:47,job_id:13,job_mod:57,job_nam:[25,52],job_namespac:52,job_path:52,job_workspac:47,jobpath:52,jobport0:52,jobport1:52,jobport2:52,jobport3:52,jobserv:25,johan:66,join:18,joint:[57,67],jointli:[10,67],journal:[65,66],journei:37,jpeg:59,jpg:60,json:[47,52,53,64],jth:10,judg:67,jupyt:[25,37],just:[3,6,8,9,10,13,17,21,22,30,33,35,43,47,51,52,57,59,64,65,66],jx4xr:52,jypyt:16,k8s_data:52,k8s_job:16,k8s_token:16,k8s_train:52,k8s_user:16,kafka:20,kaim:9,kaimingh:60,kebilinearinterpbw:46,kebilinearinterpfw:46,keep:[3,9,13,18,33,34],keep_top_k:9,kei:[3,13,15,18,20,21,26,34,43,46,47,64,66],kept:9,kernel:[9,46,62],key1:49,key2:49,key_pair_nam:52,keyid:52,keymetadata:52,keypair:52,keyserv:52,keystat:52,keyusag:52,keyword:3,kill:[18,52],kind:[2,3,16,18,23,35,52,53,58,62,64],kingsburi:65,kmax_indic:9,kms:52,know:[3,10,16,21,35,43,44,46,52,64],knowledg:66,known:[58,66,67],kriz:[13,59],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:52,kubectl:53,kuberent:[18,52],kubernet:[16,18,45,47,54,55],kubernetes_service_host:16,kwarg:[3,10,11,13,34,62,65],l1_rate:7,l2_rate:7,l2regular:[59,62,66],label:[3,5,8,9,11,13,15,31,35,53,58,59,60,61,62,66],label_dict:65,label_dim:[9,62],label_fil:[31,65],label_lay:31,label_list:65,label_path:31,label_slot:65,labeledbow:66,labl:66,lag:49,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,33,51,57,65,66,67],larg:[12,13,43,65,66,67],larger:[3,7,8,9,47],largerthan:34,last:[8,9,10,35,42,47,49,62,66,67],last_time_step_output:9,lastseen:53,late:66,latenc:[9,47,52],later:[17,36,52,62],latest:[9,17,18,24,37,43,53,66],latter:67,launch:[49,52,66],launcher:16,lawyer:63,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,31,34,35,42,45,48,49,57,58,59,60,62,64,65,66],layer_0:44,layer_attr:[9,42,51],layer_num:[51,60],layer_s:9,layer_typ:9,layerbas:44,layerconfig:44,layergradutil:44,layermap:44,layeroutout:9,layeroutput:10,lbl:[8,59],ld_library_path:[9,36,39,47],lead:46,learn:[0,7,8,9,10,11,13,16,22,24,31,35,37,40,42,44,46,59,60,62,65,66,67],learning_method:[35,57,59,62,66,67],learning_r:[7,22,35,57,59,62,66,67],leas:18,least:[8,9,18,36,63],leav:[3,52],lecun:13,left:[9,35,60],legal:34,leman:67,len:[3,9,22,26,44,62,64,65],length:[9,10,13,22,42,49,53,66,67],less:[9,16,47,67],less_than:16,let02:53,let:[5,8,9,16,24,35,52,64],level:[7,9,47,49,58,64,66,67],lgtest:17,lgtest_main:17,lib64:[36,47,49],lib:[9,29],libapi:17,libari:29,libcudnn:36,libjpeg:59,libpaddl:[28,29],libpaddle_capi:29,libpaddle_gserv:29,libpaddle_math:29,libpython:36,librari:[9,17,23,29,36,37,47,49,64],libwarpctc:9,licens:65,life:18,lifetim:33,like:[3,8,9,13,17,18,25,31,33,35,36,42,46,47,48,51,52,57,60,62,64,66,67],limit:[9,13,46,49],line:[2,3,5,8,13,17,25,27,35,43,45,46,47,51,52,57,59,60,64,65,66,67],linear:9,linearactiv:35,linguist:65,link:[9,10,17,26,27,33,36,52,62,66],linux:[9,26,36,37,39,52,67],linux_x86_64:32,lipeng:57,lipton:66,list:[2,3,8,9,10,13,15,16,17,21,25,27,30,33,35,37,42,44,47,49,51,52,59,60,62,64,65,66,67],listen:49,literatur:66,littl:[2,3,22,49,62,66],lium:67,live:[18,37],liwicki:66,load:[2,3,5,9,16,18,35,49,52,60,65,66,67],load_featur:60,load_feature_c:60,load_feature_pi:60,load_missing_parameter_strategi:[48,49,51,57,65],load_uniform_data:58,loadparamet:5,loadsave_parameters_in_pserv:[48,49],loc:8,local:[7,18,23,24,36,37,47,48,49,53,59,66],localhost:[15,37],localpath:27,locat:[9,15,17,42,44,62,65],lock:[17,18,21,22],log:[3,21,27,44,47,49,52,53,59,64,65,66,67],log_barrier_abstract:49,log_barrier_lowest_nod:[48,49],log_barrier_show_log:[48,49],log_clip:[48,49],log_error_clip:[48,49],log_period:[49,51,53,58,59,62,64,65,66,67],log_period_serv:[48,49],logarithm:6,logger:3,logic:[3,24,30,33,47],login:37,longer:67,look:[3,8,25,35,47,48,52,53,58,62],lookahead:9,lookup:62,loop:[31,33],loss:[9,44,58,62,66,67],lot:48,low:9,lower:[9,47],lowest:49,lpaddle_capi_shar:29,lpaddle_capi_whol:29,lstm:[9,42,53,62],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:62,lstm_step:10,lstmemori:[10,42],lstmemory_group:9,ltr:9,lucki:35,mac:[9,29,36,37],machan:10,machin:[9,10,13,15,35,44,48,49,51,52,53,62,64,66,67],machine_transl:42,made:[3,18,22,35,42,63],mai:[3,9,31,33,37,46,52,63],main:[3,5,43,52,59,65,66],mainli:[23,49],maintain:[9,21,52],majel:17,major:[37,58,60,66,67],make:[3,8,9,16,17,18,21,22,24,30,31,36,37,43,44,46,47,52,59,62,64,66],make_vari:34,male:63,malloc:44,man:26,manag:[18,22,23,27,33,43,47],manageri:63,mandarin:9,mani:[0,9,10,17,21,30,33,34,35,37,49,62,63,64,66],mannal:47,manner:9,manual:37,manufactur:67,manylinux1_x86_64:32,mao:66,map:[3,8,9,13,15,16,21,33,34,49,59,60,64],map_read:13,mapper:13,mapreduc:16,marcu:66,mark:[3,33,42,65],mark_slot:65,market:[35,63,66],martha:65,mask:[7,9],master:[16,24,32,43,49,66],mastermind:17,mat:[28,29],mat_param_attr:10,match:[9,17,46],math:[10,28,44,46],matirx:9,matplotlib:59,matric:[5,42,44],matrix:[8,9,10,13,15,28,29,44,48,51,60,65],matrixptr:44,matrixtyp:29,matter:3,max:[3,7,9,13,46,49,51,59,62,64],max_id:[9,15,62],max_job_id:13,max_length:[9,42],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,62],maxid_evalu:8,maxid_lay:62,maxim:[9,67],maximum:[8,9,13,22,42,46,49,62,65,66],maxinum:12,maxpool:9,mayb:[9,10,59],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,31,33,35,42,46,47,49,51,52,57,58,59,60,62,64,65,66,67],mean_img_s:59,mean_meta:60,mean_meta_224:60,mean_valu:60,measur:[35,46],mechan:[9,10,23,42,52,66],media:66,meet:65,mem:[9,25],member:[13,16,30,33],memcpi:[30,46],memor:66,memori:[2,3,10,21,25,42,44,46,49,51,53,62,65,66,67],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:49,mention:[17,21],mere:10,merg:[9,22,24,30,43,49,57,67],mergedict:[57,67],messag:[35,43,49,53,64,66,67],meta:[47,59,60,62],meta_config:[47,64],meta_gener:[47,64],meta_path:59,metadata:[26,52,53],metaplotlib:16,method:[3,9,11,15,24,33,37,44,46,49,51,62,66,67],might:[9,17,37,44,52],mileag:46,million:[13,51,63],min:[7,9,46,51,52,64],min_pool_s:3,min_word_freq:13,mind:47,mini:[3,9,13,15,18],mini_batch:31,minibatch:9,minibatch_data:13,minim:[3,11,35,49],minimum:9,minimun:49,minst:3,minut:[18,24,52,67],mirror:[17,37],mislead:22,miss:[49,57,65],mit:52,mix:[10,42,65],mixed_lay:[10,65],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[27,36,37,52],mkl:36,mkl_path:36,mkl_root:36,ml_data:[47,64],mnist:[3,5,20,31],mnist_provid:3,mnist_random_image_batch_read:31,mnist_train:[3,31],mnist_train_batch_read:31,mod:65,modal:65,mode:[9,43,49,58,59,60,64,66,67],model:[1,2,5,9,10,13,15,18,19,43,44,45,49,52,64,65,66],model_config:[5,58],model_list:[49,51,65,66],model_output:66,model_path:51,model_zoo:[57,60],modifi:[5,42,43,44,47,52],modul:[2,3,5,10,13,15,35,36,59,60,62,65],modulo:9,momentum:[7,33,35,62],momentumoptim:[35,59],mon:53,monitor:[62,66],mono:9,month:[17,62,67],mood:66,more:[2,3,5,8,9,10,13,16,17,18,21,24,25,27,31,35,37,42,43,44,46,47,51,53,59,62,65,66,67],morin:9,mose:[66,67],moses_bleu:67,mosesdecod:66,most:[3,5,9,13,16,17,24,31,35,42,44,46,48,64,65,66,67],mostli:[59,63],mount:[25,37,52,53],mountpath:[52,53],move:[9,18,21,27,46,52,64,66],movement:[46,66],movi:[3,13,66],movie_categori:13,movie_id:64,movie_info:13,movie_review:13,movieid:63,movieinfo:13,movielen:61,moving_average_fract:9,mpi:47,mse_cost:35,much:[9,18,31,46],mul:44,mulit:47,multi:[9,30,44,48,49,60,67],multi_binary_label_cross_entropi:9,multi_crop:60,multigradientmachin:30,multinomi:9,multipl:[8,9,10,13,15,16,21,22,24,37,42,44,49,51,52,58,62,64,66],multipli:[8,9,44,59],multiprocess:13,multithread:3,music:63,must:[3,6,8,9,10,13,22,31,34,36,37,42,43,44,47,49,51,52,67],my_cluster_nam:52,my_external_dns_nam:52,mypaddl:53,mysteri:63,name:[3,7,8,9,10,12,13,15,16,18,20,22,25,29,32,34,35,37,42,43,44,46,47,49,51,53,54,55,57,58,59,60,62,64,66,67],name_prefix:20,namespac:[28,37,44,53],nativ:9,natur:[21,24,51,65,66],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:62,necessari:[3,9,22,24,30,34,36,44,47,62,66],necessarili:44,need:[3,8,9,10,13,16,17,21,22,24,25,27,30,33,34,35,36,37,39,42,43,44,47,48,49,51,52,53,58,59,60,62,64,65,66,67],neg:[3,8,9,62,65,66],neg_distribut:9,neg_overlap:9,neg_pos_ratio:9,negat:65,neighbor:62,ner:8,nest:[3,9,13],net:[9,10,33],net_conf:66,net_diagram:60,network:[2,3,5,7,8,9,11,13,14,15,16,18,31,33,34,35,37,44,46,47,49,57,66,67],network_config:51,networkadministr:52,neural:[3,5,9,10,11,13,15,16,18,33,35,46,49,57,58,60,66,67],neuralnetwork:30,neuron:[5,44,62,66],never:[13,31,33,52,53],newest:22,newtork:66,newvar:33,next:[9,13,18,23,42,43,44,46,49,52,53,65,66,67],nfs4:52,nfs:52,nfsver:52,nginx:37,ngram:13,nic:[47,48,49],nil:21,nine:[13,65],nlp:[3,9],nltk:13,nms_threshold:9,nms_top_k:9,nmt:67,nnz:44,no_cach:3,no_sequ:[3,9,64],noah:66,noavx:[37,39],node:[9,17,24,44,47,49,52,53,66,67],node_0:52,node_1:52,node_2:52,nodefil:47,noir:63,nois:[9,18,58],noise_dim:58,non:[9,18,44,49,52],none:[2,3,5,7,8,9,10,11,12,13,15,16,34,35,42,60,62],nonlinear:44,norm:[10,58],norm_by_tim:9,normal:[3,5,9,10,13,39,42,44,47,49,53,57,58,60],normzal:60,north:59,notat:9,note:[3,5,7,9,10,12,15,16,21,25,31,36,37,46,49,51,52,57,59,64,66],notebook:[25,37],noth:[6,15,33,43,49],notic:[42,44],novel:66,now:[0,3,9,13,17,18,33,35,37,43,49,52,58,64,65],np_arrai:13,nproc:36,ntst1213:67,ntst14:67,nullptr:[33,44],num:[9,10,47,49,62,65,66,67],num_channel:[9,10,59],num_chunk_typ:8,num_class:[9,10,59],num_filt:[9,10],num_gradient_serv:[48,49],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,35,48,49,51,53,62,64,65,66,67],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,31,34,35,43,44,47,49,52,57,59,60,62,65,66,67],numchunktyp:8,numdevices_:51,numlogicaldevices_:51,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,31,35,36,58,60],numsampl:46,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,37],nvidia:[36,37,46,49],obei:8,obj:[3,35,59,60,62,64],object:[3,5,7,9,10,11,13,15,16,28,33,46,58,59,60,62,65],observ:[11,35,44,46,67],obtain:[24,62,65,66],obvious:17,occup:[63,64],occur:[13,15],oct:53,odd:9,off:[29,37,43],offer:[5,34,65],offici:[9,17,37,52,59],offlin:[18,20],offset:[9,64],often:[47,62,67],ograd:44,old:[22,24,37,49],omit:62,on_init:3,on_travisexclud:36,onc:[3,9,18,21,37,44,52,62],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,25,30,31,33,35,37,43,44,47,49,51,52,53,57,58,59,60,62,64,65,66,67],one_host_dens:64,one_hot_dens:64,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,25,27,30,34,35,36,42,43,44,46,48,49,51,52,53,57,60,62,63,66,67],onlin:[9,11,18,20,31],onto:52,op_class:34,op_maker_class:34,op_proto:34,opcreat:34,opdesc:34,open:[0,3,9,16,20,31,35,37,52,60,62,65],openbla:36,openblas_path:36,openblas_root:36,oper:[9,10,11,13,33,37,42,44,46,49,52,57,59,64],operatorbas:34,opinion:66,opmak:34,opprotomak:34,opregist:34,opregistri:34,ops:17,ops_test:17,opt:[16,34,36],optim:[3,7,14,15,30,35,44,46,66],option:[3,8,9,16,17,34,35,43,44,47,51],optyp:34,order:[3,9,10,13,15,31,44,49,52,53,58,60,62,66,67],ordinari:66,oregon:52,org:[8,9,10,13,20,26,36,37,58],organ:[8,9,59,66,67],orient:34,origin:[0,2,3,9,13,33,58,65,67],other:[3,8,9,10,13,18,22,27,33,34,36,37,39,42,43,51,52,53,57,58,59,60,62,63,65,66,67],otherchunktyp:8,otherwis:[2,9,13,16,18,22,24,31,42,43,47,51,64,67],our:[16,17,33,37,42,43,44,52,53,57,59,62,65,66,67],out:[9,15,16,17,21,24,35,42,46,49,52,53,59,66],out_dir:52,out_left:9,out_mem:42,out_memori:10,out_right:9,out_size_i:9,out_size_x:9,outlin:50,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:65,output:[5,6,7,8,10,12,13,15,16,20,24,27,31,33,34,35,42,44,46,49,51,53,57,58,59,60,62,64,65,66,67],output_:[9,44],output_dir:60,output_fil:65,output_id:9,output_lay:[15,60],output_max_index:12,output_mem:[9,42],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,33],outter_kwarg:3,outv:44,over:[2,9,10,16,43,44,46,62,65,66],overcom:66,overhead:46,overlap:[8,9,44],overlap_threshold:[8,9],overrid:[18,27,44],overview:[21,22,23],overwrit:27,owe:0,own:[22,24,34,37,47,52],pacakg:39,pack:37,packag:[3,13,21,25,32,37,38,43,52],pad:[10,62],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,25,27,28,29,30,34,35,36,37,38,39,42,43,44,45,46,47,49,51,52,58,59,62,64,65,66,67],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:[28,29],paddle_exampl:25,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:25,paddle_matrix:[28,29],paddle_matrix_cr:29,paddle_matrix_get_shap:28,paddle_matrix_shap:28,paddle_n:47,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:25,paddle_output:53,paddle_paramet:22,paddle_port:47,paddle_ports_num:47,paddle_ports_num_for_spars:47,paddle_pserver2:47,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:57,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:57,paddle_train:[29,32,47],paddledev:[52,53],paddlepaddl:[0,2,3,5,9,10,13,17,18,20,22,23,24,25,26,27,31,32,33,35,36,39,42,43,44,45,46,47,54,55,60,62,64,65,66],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[43,52,64],pai:37,pair:[8,9,65],pakcag:17,palceholder_just_ignore_the_embed:57,palmer:65,paper:[9,57,58,60,65,66,67],paraconvert:57,paragraph:66,parallel:[46,49,51,52,53,67],parallel_nn:[7,48,49],param:[7,9,10,13,22,30],param_attr:[9,10,35,42],param_config_proto:22,paramattr:[7,9,35,42],paramet:[2,3,5,8,10,11,12,13,14,17,19,24,27,31,33,34,35,44,45,51,58,59,62,64,65,66,67],parameter_attribut:9,parameter_block_s:[48,49],parameter_block_size_for_spars:[48,49],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:44,parameters_:44,parameterset:16,parameterupdat:30,parametris:11,paramt:[52,57],paramutil:64,paraphras:67,paraphrase_data:57,paraphrase_model:57,paraspars:44,parent:44,parent_:33,pars:[5,13,17,51,52,58,64,65],parse_config:[5,58],parser:64,part:[3,8,9,24,35,42,43,44,46,58,62,64,65,66,67],parti:[46,64],partial:[9,15,58],partial_sum:9,participl:57,particular:46,partit:[18,20,52],pass:[3,9,13,15,18,30,31,33,35,43,44,46,47,49,52,53,58,59,62,64,65,66,67],pass_id:15,pass_idx:31,pass_test:58,passtyp:44,password:47,past:[16,37,52],patch:26,path:[2,3,8,9,13,15,18,21,22,25,31,35,36,47,49,51,52,53,57,59,60,62,65,66,67],pattern:[13,18,28,35,52,66],paul:65,paus:[18,24],pave:67,pdf:[9,10],pem:[16,20,52],pend:[18,21],penn:65,per:[8,9,13,18,22,31,49,59,62],perfom:[49,51],perform:[2,9,10,22,30,35,42,44,45,47,48,58,59,62,66,67],period:[2,18,24,49,62,64,65,66,67],perl:[66,67],permiss:52,peroid:9,persist:52,persistentvolum:52,persistentvolumeclaim:52,person:[8,16],perspect:46,perturb:44,pfs:[20,27],pfsclient:20,pfspath:27,pgp:52,phase:35,photo:59,pick:[3,52],pickl:64,pictur:62,piec:[9,10,35],pillow:[25,59],pip:[32,36,43,47,59,64],pipe:63,pipelin:65,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,24,44,46,47,60,67],placehold:[35,57],plai:[65,66],plain:[2,8,9,15,25,29],plan:[18,44],platform:[0,35,52],pleas:[3,5,7,9,10,11,16,18,21,22,23,31,36,37,38,42,43,44,52,57,59,62,64,65],plot:[16,59],plotcurv:59,plu:9,png:[59,60],pnpairvalidationlay:49,pnpairvalidationpredict_fil:48,pod:[20,25,52,53],pod_nam:52,point:[18,25,35,46],pointer:[22,33],polar:[13,66],polici:52,polit:66,poll:66,pollut:24,poo:59,pool3:44,pool:[3,10,14,59,62,64],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:[10,62],pooling_typ:[9,62],poolingtyp:12,popul:22,popular:[17,35,60],port:[17,37,47,48,49,52,53],port_num:48,ports_num:49,ports_num_for_spars:[48,49,51],pos:[64,66],pose:18,posit:[3,8,9,13,62,65,66,67],positive_label:8,possibl:[16,21,46,58],post1:36,post:[25,26],potenti:46,power:[62,67],practic:[9,35,42,44],pre:[3,9,10,13,16,22,37,52,53,57,59,65,66,67],pre_dictandmodel:57,precis:[8,36],precision_evalu:8,pred:[62,65],predefin:66,predetermin:[9,49,67],predic:[13,65],predicate_dict:65,predicate_dict_fil:65,predicate_slot:65,predict:[3,4,8,9,11,15,35,42,47,49,57,62,67],predict_fil:49,predict_output_dir:[48,49,62],predict_sampl:5,predicted_label_id:62,prediction1:15,prediction2:15,predictor:64,predin:59,prefer:66,prefetch:44,prefix:[8,18,20,52],pregrad:44,preinstal:36,premodel:57,prepar:[5,25,30,42,54,62],preprcess:66,preprocess:[13,47,53,66],prerequisit:36,present:[16,43,60,65,67],preserv:27,pretti:35,prev_batch_st:[48,49],prevent:[2,11,16,18,21,24],previou:[9,10,18,27,44,49,52,65,67],previous:[9,53,60],price:[13,35],primarili:66,principl:[16,17],print:[7,15,16,35,49,57,62,64,65,66,67],printallstatu:46,printer:8,printstatu:46,priorbox:9,prite:8,privat:[29,33,34,43],privileg:52,prob:[8,15,58],probabilist:[9,57],probability_of_label_0:62,probability_of_label_1:62,probabl:[8,9,15,42,60,62,65],problem:[5,9,11,16,17,24,43,62,65,66],proc:37,proc_from_raw_data:62,proce:[13,18,31,52],procedur:[57,65,67],proceed:[9,65],process:[2,3,5,7,9,10,13,16,20,21,24,34,35,37,42,47,49,51,52,53,57,59,60,62,64,65,66,67],process_num:13,process_pr:62,processdata:[59,60],processor:46,prod:[37,43],prodict:9,produc:[9,10,13,18,31,37,60,62],product:[0,25,37,43,44,52,62,66],productgraph:53,profil:[27,36],proflier:46,program:[2,13,16,20,22,24,31,33,37,43,46,47,49],programm:63,progress:[18,21,49],proivid:3,proj:9,project:[9,10,25,29,36,42,44,64],promis:[9,10],prompt:27,prone:16,prop:65,propag:[11,49,51],properli:62,properti:[3,49],propos:67,proposit:65,protect:[34,44],proto:[12,34],proto_:34,protobuf:[25,34,36],protocol:[8,49],prove:62,proven:67,provid:[0,9,13,16,22,25,34,35,37,46,47,52,57,58,59,60,63,66],providermemory_threshold_on_load_data:48,provis:52,provod:3,prune:9,ps_desir:18,pserver:[15,22,23,25,47,48,49,52],pserver_addr:22,pserver_cpu:25,pserver_id:19,pserver_mem:25,pserver_num_thread:[48,49],pserver_spec:15,pserverstart_pserv:48,pseudo:[16,25],psize:44,ptr:29,pull:[17,32,37,57,67],punctuat:66,purchas:62,purpos:[0,18,46],push_back:44,put:[17,18,37,44,47,53,62],pvc:52,pwd:[37,43],py_paddl:[5,13,58],pydataprovid:[2,3,62],pydataprovider2:[4,5,35,62,64,66],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,28,30,32,35,36,42,43,47,57,58,59,65,66,67],pythonpath:59,pzo:66,qualifi:36,qualiti:62,queri:[9,52,67],question:[9,16,34,52,65],quick:[49,53,61,67],quick_start:[25,52,53,54,62],quick_start_data:53,quickli:35,quickstart:53,quit:46,quot:63,r_t:9,rac:9,rais:13,ramnath:66,ran:46,rand:[46,49,51,58,65],random:[3,7,9,13,20,30,31,35,49,58,59,65],random_imag:20,randomli:[24,66],randomnumberse:48,rang:[3,9,13,20,31,34,49,51,59,63,65],rank:[9,16,52,60,62],rare:3,rate:[7,8,10,11,13,22,44,47,59,62,64,66,67],rather:[5,25,52,66],ratio:[9,49],raw:[9,35,62,66],raw_meta:64,rdma:[36,49],rdma_tcp:[48,49],reach:[18,46,65],read:[2,3,13,15,16,18,20,31,35,42,43,47,52,60,62,64],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,67],reader_cr:20,reader_creator_bool:31,reader_creator_random_imag:[13,31],reader_creator_random_image_and_label:[13,31],readi:[18,35,52,53,59],readm:[29,43,63,64,66],readonesamplefromfil:3,readwritemani:52,real:[3,31,35,58],realist:16,reason:[10,16,18,37,53],recal:8,receiv:[18,25],recent:67,reciev:49,recogn:59,recognit:[3,9,60,66],recommand:3,recommend:[2,10,16,37,42,44,47,49,64],recommonmark:36,recompil:46,record:[13,21,34,43,52,65],recordio:[13,16,20,21],recov:[18,35,58],recoveri:21,rectangular:9,rectifi:9,recurr:[33,65,66],recurrent_group:[10,42],recurrent_lay:10,recurrentgradientmachin:29,recurrentgroup:8,recurrentlay:49,recurs:[17,27],recv:52,reduc:[11,47,49,51],refactor:30,refer:[2,5,7,9,10,11,18,21,22,23,33,42,43,44,47,53,57,59,62,64,67],referenc:[9,21],reflect:21,reg:34,regard:65,regardless:67,regex:64,region:[9,33,46,65],regist:[44,46],register_gpu_profil:46,register_lay:44,register_op:34,register_timer_info:46,registerop:34,registri:[25,37,53],regress:61,regular:[7,44,52,59,62,66],rel:[2,10,24,47],relat:[3,18,24,25,33,37,39,53,66],relationship:[13,35,58],releas:[32,36,37,39,52,63,65],relev:[65,67],reli:36,reliabl:18,relu:[9,44],remain:62,rememb:9,remot:[7,17,43,44,47,49,51,52],remoteparameterupdat:[23,49],remov:[13,27,43,47,49,66],renam:[27,67],reorgan:9,repeat:34,replac:[17,21,37,66],replicaset:25,repo:17,report:[21,46,47],reportdataset:21,repositori:[9,43],repres:[3,5,9,10,13,21,42,44,52,59,62,63],represent:[9,22,62,66],reproduc:67,request:[17,18,24,32,52,53,57,67],requir:[2,8,9,16,18,22,24,25,27,34,44,47,52,53,58,59,62,64],res5_3_branch2c_bn:60,res5_3_branch2c_conv:60,res:65,research:[13,59,63,66],resembl:66,reserv:[3,27],reserveoutput:44,reset:[9,18],reshap:31,reshape_s:9,residu:60,resnet:61,resnet_101:60,resnet_152:60,resnet_50:60,resolv:[17,43,53],resourc:[37,52],respect:[3,35,42,44,49,59,60,65,67],respons:[9,30,52,53],rest:[3,9,25,26,35],restart:[18,22,52,53],restartpolici:[52,53],restrict:[33,49],resu:31,result:[5,6,8,9,15,21,46,49,52,59,60,62,64,65,66],result_fil:8,resum:24,retir:63,retran:52,retriev:[33,44,53],return_seq:10,reuqest:32,reus:[24,31,44],reveal:16,revers:[9,10,42,65,66],review:[13,43,53,62,66],reviews_electronics_5:53,revis:62,rewrit:[17,67],rgb:9,rgen:66,rho:11,rich:35,right:[3,9,17,25,60],rkt:25,rmsprop:62,rnn:[9,10,33,45,48,62,66],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_step:9,rnn_use_batch:[48,49],rnnlm:13,robot:59,role:[13,16,21,22,52,61,66],roman:66,romanc:63,root:[11,12,47,52,53],root_dir:47,rot:9,roughli:[3,58],routledg:66,row:[5,8,9,13,44,60],row_id:9,rpc:21,rpcserver:21,rsize:52,rtype:[9,13],rule:[8,44,52],run:[16,17,18,25,33,37,43,44,45,46,49,52,54,55,57,59,60,62,64,66,67],runinitfunct:46,running_on_cloud:25,runtim:[2,3,36,37,47],s_param:58,s_recurrent_group:42,sacrif:2,safe:25,sai:[9,35,49,51],sake:44,sale:63,same:[3,5,8,9,10,15,16,21,22,24,33,42,47,51,52,57,62,64,65,66,67],samping_id:9,sampl:[3,5,8,13,34,47,49,51,57,58,60,62,64,65,66,67],sample_dim:58,sample_id:8,sample_num:8,santiago:66,satifi:8,satisfi:[17,47,52,62],save:[3,9,13,15,18,20,21,22,25,35,49,51,52,53,59,60,62,64,65,66,67],save_dir:[35,49,51,53,58,59,62,64,65,66,67],save_only_on:[48,49],saving_period:[48,49],saving_period_by_batch:[48,49,51,62],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,34,60,63],scalingproject:9,scan:21,scatter:9,scenario:[35,48],scene:48,schdule:52,schedul:[21,25,52,58],scheduler_factor:7,schema:57,scheme:[8,65],schmidhub:66,schwenk:67,sci:63,scienc:66,scientist:[0,63],score:[8,9,64,66,67],screen:64,scrip:62,script:[5,13,47,52,59,60,62,65,66,67],seaplane_s_000978:59,search:[9,18,33,36,42,49,65,67],seat:67,second:[3,9,13,16,27,31,33,34,35,37,47,57,60,62,63,66],secret:52,section:[3,42,44,47,52,62],sed:66,see:[3,5,9,10,16,18,35,37,43,46,52,57,58,60,62,64,66,67],seed:[46,49],seem:17,segment:8,segmentor:57,sel_fc:9,selcet:9,select:[9,43,52,63,67],selected_indic:9,selectiv:9,selector:53,self:[35,44,63,66],selfnorm:9,semant:[13,16,32,61,66],semat:16,sen_len:65,send:[18,22,34,49,52],sent:[16,22,34,53],sentenc:[3,9,13,42,62,65,66,67],sentiment:[3,35,61,62,65],sentiment_data:66,sentiment_net:66,sentimental_provid:3,separ:[3,8,22,49,57,62,63,64,65,67],seq:[9,13,64],seq_pool:9,seq_text_print:8,seq_to_seq_data:[57,67],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,57,67],seqtoseq_net:[9,57,67],sequel:3,sequenc:[3,6,8,9,10,12,13,44,57,62,64,65,66,67],sequence_conv_pool:62,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,42,62,65],seri:[10,66],serial:[3,15,21,30],serv:[37,46,52,58],server:[16,17,23,24,37,44,47,48],serverless:18,servic:[37,63],session:[37,46],set:[2,3,5,7,8,9,10,13,15,16,18,25,33,35,36,37,39,42,44,45,46,47,48,49,51,52,53,57,59,60,62,63,64,65,66,67],set_active_typ:44,set_default_parameter_nam:7,set_drop_r:44,set_input:9,set_siz:44,set_typ:44,setp:52,settup:44,setup:[3,32,37,44,62],sever:[3,8,9,30,47,51,52,61,62,64,65,66,67],sgd:[11,15,16,18,25,30,47,58,66,67],sgdasync_count:48,shall:17,shallow:65,shape:[9,13,15,60],shard:[18,19,20,21,22,24,52],share:[9,17,29,30,36,37,46,49,53,65],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[28,29,33],shell:[52,60],shift:60,ship:59,shold:66,shop:66,shorten:9,shorter:60,should:[3,5,7,8,9,13,15,16,22,25,30,31,34,35,39,42,43,47,52,59,62,64,65,66,67],should_be_fals:16,should_be_tru:16,should_shuffl:[3,65],show:[5,8,11,13,18,27,35,49,52,53,57,60,62,64,65,66,67],show_check_sparse_distribution_log:[48,49],show_layer_stat:[48,49],show_parameter_stats_period:[48,49,51,53,62,65,66,67],shown:[3,9,16,42,44,46,52,58,59,60,62,64,66,67],shrink:44,shuf:64,shuffl:[3,13,64,66],sid:52,side:[9,15,30,60],sig:52,sigint:47,sigmod:34,sigmod_op:34,sigmod_output:34,sigmoid:[9,34,44],sigmoidactiv:10,sign:[26,52],signal:47,signatur:52,signific:46,similar:[9,31,52,62,64],similarli:[9,13,65],simpl:[2,3,6,8,9,10,13,15,33,34,36,37,43,46,49,62,64,65,66],simple_attent:42,simple_gru:[42,62],simple_lstm:[9,62],simple_rnn:[9,42],simpler:30,simplest:52,simpli:[2,9,16,22,36,37,42,46,57,60,64,66,67],simplifi:[16,34,44,53],simultan:52,sinc:[9,18,21,23,24,31,35,37,46,52,58,62,63,67],sincer:[43,66],singl:[3,8,10,13,18,33,37,44,47,53,60,62,65,67],sinlg:15,site:[17,52],six:[57,65,67],size:[3,8,9,10,11,13,18,20,22,31,34,35,42,44,47,49,58,59,60,62,63,65,66,67],size_a:9,size_b:9,size_t:44,sizeof:57,skill:67,skip:[31,35,43,47,52,60],sliceproject:9,slide:[9,11,13,18],slightli:59,slope:9,slot:[64,65],slow:[3,46],small:[3,13,44,47,49,59,67],small_messag:[48,49],small_vgg:59,smaller:[9,18],smart:33,smartli:9,smith:66,smooth:9,snap:53,snapshot:[19,24,52],snippet:[42,44,46,52,62],social:66,sock:25,sock_recv_buf_s:[48,49],sock_send_buf_s:[48,49],socket:49,softmax:[9,10,16,42,44,57,62,65,66],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:62,softwar:[37,46],solv:[16,65],solver:67,some:[3,7,9,13,15,16,17,21,22,24,25,33,35,36,43,44,46,48,49,51,52,58,62,63,64,65,66,67],some_c_api_funct:29,some_inst:29,some_python_class:28,somecppclass:28,somedata:15,somegotyp:28,someth:[3,9],sometim:[11,31,46,66],somewhat:22,somewher:33,soon:18,sophist:[35,44,47],sort:[9,13,49,52,64,66,67],sourc:[0,9,13,17,27,29,31,35,37,42,43,52,53,57,62,64,67],source_dict_dim:42,source_language_word:42,space:[8,9,37,42,46],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,44,47,49,52,62],sparse_binary_vector:[3,13,62],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:44,sparseprefetchrowcpumatrix:44,spatial:[9,59],speak:[42,67],spec:[52,53],specfii:49,speci:59,special:[9,22,36,57,62,67],specif:[2,17,27,33,51,59,62,64],specifi:[2,3,8,9,13,16,21,22,25,27,33,34,35,36,42,44,49,52,58,59,60,62,63,64,66,67],speech:9,speed:[10,37],spefici:60,sphinx:[28,36,37],sphinx_rtd_them:36,split:[3,9,24,47,51,52,57,60,62,65],split_count:52,sql:2,sqrt:9,squar:[9,11,12,35],squarerootnpool:9,squash:67,squenc:9,srand:49,src:[17,67],src_backward:42,src_embed:42,src_forward:42,src_root:5,src_word_id:42,srl:[13,65],ssd:9,ssh:[37,47,52,53],sshd:37,ssl:36,sstabl:16,stabl:[32,52],stack:[35,52,62,65],stacked_lstm_net:66,stacked_num:66,stackexchang:9,stage:[17,23,43,47],stake:67,stale:18,stamp:46,standard:[7,57,59,65,66,67],stanford:[13,53],star:[17,63],start:[9,15,17,18,21,22,24,25,30,35,37,42,46,47,49,56,57,61,64,67],start_pass:[48,49],start_pserv:49,startup:[18,25,52],stat:[36,46,49,65,66,67],state:[9,10,18,33,35,42,49,53,58,65,67],state_act:[9,10],statement:[44,52],staticinput:[9,42],statist:[9,49,62,65,66,67],statset:46,statu:[25,43,46,52,53],status:53,std:[17,28,29,33,34,44,49],stderr:47,stdout:47,step:[5,9,10,12,18,22,30,34,37,42,43,44,46,47,52,53,62,64,65,66,67],stepnet:33,still:[21,24,60],stmt1482205552000:52,stmt1482205746000:52,stochast:[11,18,21,24],stock:66,stop:[9,37,47,49,53,64],storag:[26,36,52,53,59],store:[8,9,13,17,30,33,44,47,49,52,53,57,59,60,62,64,65,66,67],str:[15,25,51],strategi:[3,12,18,49,65],street:[9,65],strength:58,strict:31,stride:[9,10],stride_i:9,stride_x:9,string:[2,3,8,9,21,27,33,34,44,49,52,66],strip:[62,65],struct:[21,22,26,29,34],structur:[13,21,47,52,57,59,62,64,65,66,67],sts:52,student:63,stuff:43,stun:3,style:[3,9,34,36,43],sub:[8,9,13,16,24,30,42,44,59,62,67],sub_nest_seq:9,sub_sequ:[3,9],subcommand:27,subgradi:11,submit:[43,48,49,52],subnet0:52,subnet:[16,52],subobjectpath:53,subsequ:9,subsequenceinput:9,subset:[44,67],substanti:60,substitut:67,succe:66,succeed:[21,53],success:[9,22,52,53,60,65],successfulcr:53,successfuli:66,successfulli:[60,64,66],successor:[49,67],sucessfulli:67,sudo:[36,39,52,59],suffic:[31,35],suffici:49,suffix:[25,67],suggest:[9,17,46],suitabl:[43,49,59],sum:[9,11,19,42,44],sum_:9,summar:[62,66],sumpool:9,support:[7,8,9,12,13,18,24,25,30,31,36,37,39,42,43,44,46,49,52,65],suppos:[17,35,44,62],suppress:[9,27],sure:[43,44,52,59,66],surpass:9,survei:66,svs:34,swagger:26,swap_channel:60,swig:[5,23,28,29,36],swig_paddl:[5,13,58],symbol:[9,29],symlink:43,sync:[18,43,49,58],syncflag:44,synchron:[11,18,21,47,49,52],syntact:65,syntax:[31,64],synthect:35,synthes:58,synthet:35,sys:60,system:[17,18,22,24,26,36,37,47,53,62,65,66,67],t2b:57,tab:[37,62],tabl:[3,8,9,60,62,67],tableproject:9,tag:[8,13,37,42],tagtyp:8,take:[3,5,8,9,10,16,17,24,42,44,46,52,53,58,65,67],taken:[3,65],talk:22,tanh:[9,10,42,44],tanhactiv:10,taobao:66,tar:[15,36,52],tarbal:52,target:[9,13,15,17,42,43,57,62,67],target_dict_dim:42,target_dictionary_dim:9,target_language_embed:9,target_language_word:42,target_link_librari:17,targetinlink:9,task:[3,8,9,34,35,42,51,57,60,65,66,67],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:66,tcp:[49,52],teach:62,tear:46,technic:18,technician:63,techniqu:[42,44],tee:[53,59,65,66,67],tell:[18,21,22,34,37,46,64],tellig:66,templat:[34,53,65],tempor:[9,62,65],temporari:25,tensor:17,tensor_test:17,term:[9,10,18,65,66],termin:53,terminolog:35,tese:2,tesh:65,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,29,31,32,36,37,39,46,47,48,57,59,60,62,63,67],test_all_data_in_one_period:[53,59,64,65,66],test_data:67,test_fcgrad:44,test_gpuprofil:46,test_layergrad:44,test_list:[3,35,59,62],test_part_000:66,test_pass:[48,49,51,67],test_period:[48,49,51],test_ratio:64,test_wait:[48,49],testa:16,testb:16,testbilinearfwdbwd:46,testconfig:44,tester:[64,67],testfcgrad:44,testfclay:44,testlayergrad:44,testmodel_list:48,testq:16,testresult:15,testsave_dir:48,testutil:44,text1:27,text:[2,3,8,10,13,16,37,52,57,61,62,64,66],text_conv:62,text_conv_pool:64,text_fil:[13,66],tflop:46,tgz:[13,36],than:[3,5,7,8,9,10,18,25,36,37,42,44,47,52,60,65,66,67],thank:[0,57,67],thei:[3,16,17,18,22,24,27,34,35,37,42,44,46,47,48,52,60,66],them:[2,3,8,9,10,16,17,18,25,31,33,34,35,37,46,48,49,52,59,60,62,64,66,67],themselv:17,theori:46,therefor:36,therein:9,therun:60,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,25,30,31,34,35,36,37,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],thing:[3,35,43,46,64,65],think:[16,17],third:[9,18,46,60,66],third_parti:9,those:[17,18,60,65],thought:[17,46],thread:[44,46,49,51,64,65,66,67],thread_local_rand_use_global_se:[48,49],threadid:51,threadloc:46,three:[3,8,9,18,30,31,35,49,58,60,66,67],threshold:[7,8,9,18,21,49,66],thriller:63,through:[5,9,17,18,21,23,42,44,46,47,57,58,59,66,67],throughout:62,throughput:46,thu:[3,9,24,35,44,52,67],tier:53,tight:36,time:[3,9,10,12,13,16,17,18,21,24,31,34,35,42,46,49,51,53,62,63,65,66,67],timelin:[9,46],timeo:52,timeout:[18,21],timeout_sec:13,timer:36,timestamp:[9,19,63],timestep:[3,9,33],titil:64,titl:[13,63,64],tls:26,tmall:66,to_no_sequ:9,to_sequ:9,todo:[8,9,13,18,21,24,34],toend:9,togeth:[3,9,10,13,15,42],token:[8,9,16,42,57,66,67],too:[13,37,39],tool:[37,42,43,52,66],toolchain:36,toolkit:[36,39],top:[8,9,60,65],top_k:8,topolog:[13,16,18,30],topolopi:15,toronto:[13,59],total:[15,18,31,46,47,53,57,67],total_pass:31,touch:66,tourism:66,tourist:67,toward:35,tra:67,track:[18,21,43],tractabl:9,tradesman:63,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,24,30,42,44,45,46,48,54,55,60],train_conf:[57,67],train_config_dir:52,train_data:67,train_id:52,train_list:[3,35,59,60,62],train_part_000:66,trainabl:9,traindot_period:48,trainer:[3,5,16,19,20,21,23,30,35,44,47,49,51,58,62,65,66,67],trainer_config:[2,3,35,47,52,53,62,64,66],trainer_config_help:[3,35,44,59,62],trainer_count:[48,49,51,52,53,64,65,66,67],trainer_cpu:25,trainer_cr:25,trainer_gpu:25,trainer_id:[49,52],trainer_mem:25,trainer_packag:25,trainerid:24,trainerintern:[62,64,67],training_machin:58,trainingtest_period:48,trainonedatabatch:58,tran:[44,49],trane:3,transact:[18,21,66],transfer:[2,3],transform:[9,42,44,58,59,62,65],transform_param_attr:10,translat:[9,10,35,57,64,66,67],transpar:47,transport:49,transpos:[9,44,58],transposedfullmatrixproject:9,travel:3,travi:[36,43],treat:[9,22],treatment:22,tree:[9,49,67],trg:67,trg_embed:42,triain:2,tricki:28,trigger:[24,30],trim:9,trivial:3,trn:62,truck:59,true_imag:31,true_label:31,true_read:31,truth:[8,9,62,67],tst:62,tune:[7,9,45,62,64,67],tuninglog_barrier_abstract:48,tupl:[3,9,13,15,31],ture:9,turn:[9,31,58],tutori:[37,42,43,44,46,47,52,53,54,55,60,62],tweet:66,twelv:67,twine:32,twitter:66,two:[2,3,8,9,10,16,22,23,24,25,27,31,33,34,35,37,42,46,47,51,52,57,58,59,60,62,64,65,66,67],txt:[3,17,25,27,44,47,52,62,64,66],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,29,31,34,35,37,42,44,49,51,52,53,59,60,62,64,65],type_nam:34,typedef:[22,28,29],typeid:34,typenam:34,typic:[5,8,37,46,66],ubuntu:[32,39],ubyt:31,uci:13,ufldl:9,uid:53,uint32:26,uint64:28,uint64_t:28,unawar:22,unbalanc:49,unbound:42,unclear:24,unconstrain:66,under:[17,21,35,36,37,52,63,66],underli:35,understand:[37,46,57,59,66],understand_senti:42,understudi:67,undeterminist:46,unemploi:63,unexist:65,unidirect:9,uniform:[7,9,13,20,31,49,58],uniqu:[16,18,24,25,33,49,52],unique_ptr:[33,44],unit:[9,10,17,35,36,37,42,43,65],unittest:29,unittestcheckgrad_ep:48,univ:67,unix:47,unk:[57,67],unk_idx:[62,65],unknown:9,unlabel:66,unlik:[9,65,66,67],unordered_map:33,unseg:9,unsign:22,unsup:66,unsupbow:66,until:[18,22,33,47,52,65],untrack:43,unzip:64,updat:[7,9,18,21,22,26,30,33,36,43,44,47,49,51,66],update_equ:15,update_hook:7,updatecallback:44,updatestack:52,upload:[18,25,26,32],upon:[0,65],upper:9,upstream:43,uri:52,url:[13,39,66],urls_neg:66,urls_po:66,urls_unsup:66,usag:[2,3,8,9,10,13,15,30,35,46,57,58],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,30,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],use_etcd:15,use_global_stat:9,use_gpu:[9,48,49,51,53,58,59,60,62,64,65,66,67],use_jpeg:59,use_old_updat:[48,49],use_seq:[35,64],used:[2,3,5,8,9,10,11,12,13,15,16,17,18,23,24,30,31,33,34,35,38,39,42,44,46,47,48,49,51,52,57,59,60,62,64,65,66,67],useful:[2,3,9,10,33,42,44,51,62,65,66],usegpu:[44,58],useless:47,user:[2,3,7,9,10,13,15,16,17,20,21,24,25,27,31,33,34,35,37,47,48,49,52,60,62,65],user_id:64,user_info:13,user_nam:20,usercert:20,userid:63,userinfo:13,userkei:20,usernam:[20,43],uses:[3,18,24,30,42,43,44,49,52,59,60,62,64,67],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,25,27,31,33,34,35,37,42,43,44,46,49,51,52,53,57,58,59,60,62,65,66],usr:[36,47,49,52],usrdict:57,usrmodel:57,usual:[9,13,15,25,35,36,46,49,51,52,66],utf:57,util:[5,36,42,44,46,59,64,66],uuid:[19,24],v28:9,valid:[31,33,52,60,66],valu:[3,5,7,8,9,11,12,13,15,18,30,33,34,35,42,44,49,51,52,58,59,60,65,66],value1:49,value2:49,value_evalu:8,value_rang:13,vanilla:42,vanish:66,vari:[46,52],variabl:[3,9,13,16,34,35,36,39,44,47,52,53,66],varianc:[9,60],variant:37,varproto:34,vars_:33,vector:[3,9,10,13,16,22,42,44,57,62,64,66,67],vectorenable_parallel_vector:48,vendor:17,verb:[13,65],verbos:27,veri:[3,9,12,17,21,30,33,42,46,59,62,66],verifi:44,versa:36,version:[9,10,17,25,27,32,36,37,39,44,46,47,48,49,52,53,57,59,63,65,66,67],versu:16,vertic:[9,60],vgg:[10,59],vgg_16_cifar:59,via:[18,31,36,43,46,47,52,62],vice:36,view:9,virtual:37,virtualenv:64,visibl:[24,33,37],vision:59,visipedia:59,visual:[9,37,46],viterbi:65,voc_dim:62,vocab:66,volum:[37,53],volumemount:[52,53],volumn:52,voluntarili:63,vutbr:13,wai:[3,8,9,10,16,22,24,35,37,42,44,47,51,64,65,67],wait:[11,18,22,43,49],walk:[5,58],wall:65,wangkuiyi:17,want:[3,9,10,16,25,31,33,35,36,37,43,44,49,51,57,60,62,64,65,66],war:63,warn:27,warp:[9,46],warpctc:9,warpctc_dir:9,watch:18,wbia:[52,60],web:37,websit:[59,62,65,66],wei:[65,66],weight:[8,9,10,11,42,44,49,51,59,60],weight_act:10,weightlist:44,weights_:44,weights_t:44,welcom:[17,64,66],well:[25,37,44,49,52,59,62],were:[8,17],west:52,western:63,wether:9,wget:36,what:[7,9,10,11,17,34,35,43,47,62,64],wheel:36,when:[2,3,7,8,9,13,15,17,18,21,22,25,27,30,39,42,43,44,46,49,51,52,53,57,58,59,65,66,67],whenev:64,where:[3,9,10,11,16,18,24,35,42,44,46,47,49,51,57,60,65,67],wherea:21,whether:[8,9,10,31,44,49,58,59,64,66,67],which:[0,2,3,5,7,8,9,10,11,13,16,17,18,20,21,22,24,25,30,31,33,34,35,39,42,43,44,46,47,49,51,52,58,59,60,62,63,64,65,66,67],whichev:58,whl:36,who:[57,60,63],whoever:22,whole:[3,8,13,28,29,34,52,53,62,63,64,67],whose:[3,9,13,18,24,34,42,64,65],why:[10,29],wide:[17,65],width:[8,9,13,28,31,44,59,67],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,37,66],wise:9,with_avx:[37,43],with_avxcompil:36,with_bia:34,with_coveragecompil:36,with_doccompil:36,with_doubl:44,with_doublecompil:36,with_dsocompil:36,with_gpu:[37,43],with_gpucompil:36,with_profil:46,with_profilercompil:36,with_pythoncompil:36,with_rdmacompil:36,with_style_check:43,with_style_checkcompil:36,with_swig_pycompil:36,with_test:[37,43],with_testingcompil:36,with_tim:46,with_timercompil:36,within:[9,21,35],without:[8,9,18,22,31,47,66],wmt14:[42,67],wmt14_data:67,wmt14_model:67,wmt:67,wmt_shrinked_data:13,woboq:37,won:[46,60],wonder:3,word2vec:25,word:[3,8,9,13,34,42,51,61,64,65,66,67],word_dict:[62,65],word_dim:62,word_id:3,word_idx:13,word_slot:65,word_vector:62,word_vector_dim:[9,42,57],words_freq_sort:13,work:[3,5,13,16,17,18,31,36,42,43,44,46,47,49,52,53,62,64],worker:52,workercount:52,workflow:[37,43,52],workspac:[37,49,64],worri:35,wors:58,would:[15,17,18,24,30,31,37,47,52,58,62,65],wrap:65,wrapper:[10,17,46],writ:64,write:[3,13,16,18,24,31,37,43,45,47,52,59,64,65,67],write_lock:19,writelin:35,writer:[16,63],written:[64,66],wrong:[3,31],wsize:52,wsj:65,www:[9,13,59,67],x64:36,x_1:9,x_n:9,xarg:[8,44],xgbe0:49,xgbe1:49,xiaojun:66,xmap_read:13,xrang:[31,35,44],xxbow:66,xxx:[16,60,67],xxxx:19,xxxxxxxxx:52,xxxxxxxxxx:52,xxxxxxxxxxxxx:52,xxxxxxxxxxxxxxxxxxx:52,xzf:36,y_predict:35,yaml:[17,52,64],yancey1989:25,yann:13,yapf:43,year:63,yeild:[15,59],yield:[3,13,16,20,31,35,62,64,65,66],you:[2,3,5,7,9,10,25,33,35,36,37,39,42,43,44,46,47,49,51,52,57,58,59,60,62,64,65,66,67],your:[3,9,16,17,25,27,36,37,43,44,46,47,51,52,62,66],your_access_key_id:52,your_paddle_source_dir:9,your_secrete_access_kei:52,your_source_root:29,yourself:9,yum:36,yuyang18:[9,13],zachari:66,zeng:66,zero:[3,7,9,11,13,18,30,44,49,52,62],zhidao:57,zhou:[65,66],zip:[13,63],zone:52,zxvf:52},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","Design Doc: Save Model","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","Design of Scope in Paddle","Interaction between C++ and Python","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":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u8003\u6587\u6863":26,"\u540d\u8bcd\u89e3\u91ca":26,"\u57fa\u672c\u8981\u6c42":28,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5bfc\u51fac":28,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\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":26,"\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":29,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":26,"\u6846\u67b6\u751f\u6210":26,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":26,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":28,"\u7c7b":28,"\u7f16\u8bd1\u9009\u9879":29,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\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":28,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"case":51,"class":[30,44],"filemanager\u8bbe\u8ba1\u6587\u6863":26,"function":[17,57],"new":44,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"return":31,AWS:52,Abs:6,DNS:52,EFS:52,For:[17,53],KMS:52,The:[22,30],Use:[51,53],Using:[17,22,37,43],With:[25,37],about:0,access:52,account:52,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:52,address:52,addto:9,adversari:58,aggreg:9,aggregatelevel:9,algorithm:[18,62],all:33,analysi:66,api:[1,4,29,34,37],appendix:62,applic:4,approach:46,architectur:[42,62],argument:[27,31,48,51,62],asset:52,associ:[33,52],async:49,attent:42,attribut:7,auc:8,avg:12,aws:52,background:35,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,between:[16,34],bidirect:66,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:67,block_expand:9,book:37,branch:43,brelu:6,bucket:52,build:[36,38,43,53],built:46,cach:3,can:33,capi:29,capi_priv:29,cento:36,check:[9,44,47],checkpoint:[18,19,24],chines:57,choos:[17,52],chunk:8,cifar:13,classif:[8,59],classification_error:8,classification_error_print:8,client:22,clip:9,clone:43,cloudform:52,cluster:[23,47,51,52],cmake:17,code:[25,43],column_sum:8,command:[50,51,62,67],commit:[43,53],common:49,commun:49,compos:31,concat:9,concept:52,conclus:24,config:[4,51,64,65],configur:[14,42,45,47,52,62,64],conll05:13,connect:9,contain:[37,53],content:[29,46,52],context_project:9,contribut:43,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,convolut:[59,62],core:52,cos_sim:9,cost:9,cpu:[37,51],creat:[31,33,43,52,53],creation:21,creator:31,credenti:52,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:31,dat:63,data:[9,13,18,31,35,52,53,57,58,59,62,64,65,66,67],datafeed:13,dataprovid:[3,4,49],dataset:[13,18,21,63,64,67],datatyp:13,date:43,debian:39,decayedadagrad:11,decor:31,defin:[52,62,66,67],delet:[43,52],delv:59,demo:52,dens:24,depend:36,deploi:25,deriv:44,descript:[27,49,58,63,65],design:[16,18,21,22,23,24,30,31,33],destroi:[33,52],detail:[49,59],detect:[8,9],detection_map:8,detection_output:9,develop:[37,43,45],devic:51,dictionari:[31,57],differ:51,directori:52,dispatch:[18,21],distribut:[16,18,25,47,49,52],doc:[16,18,21,22,23,24,30,31],docker:[25,37,53],document:[37,56],dotmul_oper:9,dotmul_project:9,down:52,download:[36,52,53,57,60,64,67],dropout:9,dylib:29,dynam:18,ec2:52,elast:52,elect:24,embed:[9,57,62],entri:31,environ:25,eos:9,equat:44,evalu:[8,35,64],evalutaion:67,event:[15,16],exampl:[16,17,29,57,58],exercis:59,exp:6,expand:9,expandlevel:9,extern:52,extract:[57,60,64,67],fault:18,featur:[60,63,64,65],field:64,file:[52,53,62,63,64],find:52,first_seq:9,fork:43,form:34,format:[18,62],from:[16,24,34,36,38],full_matrix_project:9,fulli:9,gan:58,gate:42,gated_unit:9,gener:[42,58,67],get:[40,53],get_output:9,github:43,gpu:[37,46,49,51],gradient:[22,44],gradient_print:8,group:[9,52],gru:[10,49],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:39,hand:46,handler:[16,28],happen:24,high:34,hook:43,how:[31,45,46],hsigmoid:9,huber_cost:9,iam:52,ident:6,identity_project:9,imag:[9,10,25,37,53,59],imagenet:60,imdb:[13,66],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31,44,58],infer:[15,62],info:60,ingredi:16,ingress:26,init_hook:3,initi:[22,51,52],input_typ:3,insid:33,inspect:52,instal:[36,38,39,52,62],instanc:52,integr:52,interact:34,interfac:[13,18,22,23,31,33,60],interpol:9,introduct:[2,57,60,66,67],isn:31,issu:43,job:[18,25,47,52,53],join:9,keep:43,kei:52,kill:47,kmax_sequence_scor:9,kube:52,kubectl:52,kubernet:[25,52,53],label:65,lambda_cost:9,last_seq:9,launch:47,layer:[9,16,44,51],learnabl:9,leval:34,level:34,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,line:[50,62],linear:[6,35],linear_comb:9,list:[19,31],local:[33,43,51,52],log:[6,62],logic:21,logist:62,low:34,lstm:[10,49,65,66],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,matrix:49,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,messag:34,meta:64,mini:31,minibatch:13,misc:9,mix:[9,51],mnist:[13,58],model:[3,4,14,16,22,24,35,37,41,42,47,51,57,58,59,60,61,62,67],modifi:53,momentum:11,movi:[63,64],movielen:[13,63,64],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multibox_loss:9,multipl:31,multiplex:9,name:[33,52],nce:9,need:[31,46],network:[10,42,51,58,59,60,62,64,65],neural:[42,59,62,64,65],neuralnetwork:35,nlp:[10,49],non:3,norm:9,nvprof:46,nvvp:46,object:[18,64],observ:[57,60],onli:[31,33,37],opproto:34,optim:[11,18,22,45,62],option:[27,36,57],order:27,origin:43,orthogon:33,outlin:48,output:[9,47,52],overview:[24,33,62],packag:[17,39],pad:9,paddl:[31,32,33,53],paddlejob:25,paddlepaddl:[16,37,38,52,56,57,67],pair:52,parallel_nn:51,paramet:[7,9,15,16,18,22,23,25,30,49,50,52,57,60],paraphras:57,parent:33,partit:22,pass:51,path:[24,27],perform:[46,49],persist:21,pfsclient:[26,27],pfsserver:26,pnpair:8,point:52,pool:[9,12],power:9,pre:43,precision_recal:8,predict:[5,59,60,64,65,66],prefetch:31,prelu:9,prepar:[35,47,52,57,58,59,64,66,67],preprocess:[57,59,62,64,67],prerequisit:47,pretrain:[57,67],print:8,privat:52,problem:35,process:[18,22,25],profil:46,project:17,provid:[3,31,62,64,65],pserver:24,pull:43,push:43,pydataprovider2:3,python:[5,25,31,34,37,44,60,62,64],queue:[18,21],quick:62,randomnumb:49,rank:8,rank_cost:9,rat:64,rate:63,reader:[13,16,31],recoveri:18,recurr:[9,10,42,62],recurrent_group:9,refer:[3,46,65,66],region:52,regist:34,regress:[35,62,64],regular:22,relu:6,remot:23,render:52,repeat:9,request:43,requir:[17,36,43],reshap:9,resnet:60,result:[47,53,67],retri:21,revis:57,rmsprop:11,rnn:[41,42,49],role:65,rotat:9,route53:52,row_conv:9,row_l2_norm:9,run:[47,53,65],runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,script:53,secur:52,select:22,selective_fc:9,semant:65,sentiment:[13,66],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:42,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,25,49,52],servic:52,set:50,setup:[36,52],sgd:49,share:[16,33],should:33,shuffl:31,sigmoid:6,simpl:[35,42],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slice_project:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[36,38],span:36,spars:[22,23,24,51],specifi:[51,57],split:64,spp:9,squar:6,squarerootn:12,stack:66,standard:62,stanh:6,start:[16,40,43,52,53,62],startup:53,store:18,structur:58,sub_nested_seq:9,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:62,synopsi:27,system:52,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tear:52,templat:52,tensor:9,test:[43,44,49,51,64,65,66],text:67,text_conv_pool:10,thi:33,timelin:24,timer:46,tip:46,todo:[19,20],togeth:33,toi:58,toler:18,tool:[17,46],train:[15,16,18,23,25,31,35,37,47,49,51,52,53,57,58,59,62,64,65,66,67],trainer:[15,18,22,24,25,52,64],tran:9,trans_full_matrix_project:9,transfer:62,tune:[46,49],tutori:[57,59,61,65,66,67],ubuntu:36,uci_h:13,unit:[44,49],updat:[16,23,24,52],usag:[31,37,45],use:31,user:[18,57,63,64,66,67],util:8,value_print:8,variabl:33,vector:49,verifi:52,vgg_16_network:10,visual:60,volum:52,vpc:52,warp_ctc:9,what:[24,46],when:[24,33],why:[31,46],wmt14:13,word:[57,62],work:37,workflow:67,workspac:47,wrapper:44,write:[44,62],yaml:53,zoo:[60,61]}})
\ No newline at end of file
diff --git a/develop/doc_cn/api/v2/data.html b/develop/doc_cn/api/v2/data.html
index d27a12a3819a5836ac074cf350a467e787a35be4..4a5e43c22c811425f5b0fc3def62d601607458cf 100644
--- a/develop/doc_cn/api/v2/data.html
+++ b/develop/doc_cn/api/v2/data.html
@@ -482,6 +482,84 @@ nested sequence.
paddle.v2.data_feeder.DataFeeder(data_types, feeding=None)DataFeeder converts the data returned by paddle.reader into a data structure +of Arguments which is defined in the API. The paddle.reader usually returns +a list of mini-batch data entries. Each data entry in the list is one sample. +Each sample is a list or a tuple with one feature or multiple features. +DataFeeder converts this mini-batch data entries into Arguments in order +to feed it to C++ interface.
+The simple usage shows below
+feeding = ['image', 'label']
+data_types = enumerate_data_types_of_data_layers(topology)
+feeder = DataFeeder(data_types=data_types, feeding=feeding)
+
+minibatch_data = [([1.0, 2.0, 3.0, ...], 5)]
+
+arg = feeder(minibatch_data)
+If mini-batch data and data layers are not one to one mapping, we +could pass a dictionary to feeding parameter to represent the mapping +relationship.
+data_types = [('image', paddle.data_type.dense_vector(784)),
+ ('label', paddle.data_type.integer_value(10))]
+feeding = {'image':0, 'label':1}
+feeder = DataFeeder(data_types=data_types, feeding=feeding)
+minibatch_data = [
+ ( [1.0,2.0,3.0,4.0], 5, [6,7,8] ), # first sample
+ ( [1.0,2.0,3.0,4.0], 5, [6,7,8] ) # second sample
+ ]
+# or minibatch_data = [
+# [ [1.0,2.0,3.0,4.0], 5, [6,7,8] ], # first sample
+# [ [1.0,2.0,3.0,4.0], 5, [6,7,8] ] # second sample
+# ]
+arg = feeder.convert(minibatch_data)
+注解
+This module is for internal use only. Users should use the reader +interface.
+| 参数: |
|
+
|---|
convert(dat, argument=None)| 参数: |
|
+
|---|
Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","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":62,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":75,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":66,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":72,"\u4e0b\u8f7d\u6570\u636e":61,"\u4e0d\u4f7f\u7528":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e2d\u6587\u5b57\u5178":66,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":66,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":54,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":54,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ecb\u7ecd":[66,68],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":50,"\u4efb\u52a1\u7b80\u4ecb":36,"\u4f18\u5316\u7b97\u6cd5":70,"\u4f7f\u7528":[50,61],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u6848\u4f8b":59,"\u4f7f\u7528\u6982\u8ff0":70,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":59,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":62,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":66,"\u4f7f\u7528\u8bf4\u660e":53,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":75,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":75,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":50,"\u4fee\u6539\u542f\u52a8\u811a\u672c":61,"\u4fee\u6539\u6587\u6863":52,"\u514b\u9686":50,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":54,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":51,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[43,44],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":55,"\u51c6\u5907\u6570\u636e":[36,72],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":62,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":55,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":35,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":35,"\u5206\u5272\u8bad\u7ec3":72,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u521b\u5efa\u672c\u5730\u5206\u652f":50,"\u521b\u5efajob":62,"\u521b\u5efapaddl":61,"\u5220\u9664\u672c\u5730\u5206\u652f":50,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":50,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":35,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":50,"\u5236\u4f5c\u955c\u50cf":62,"\u5236\u4f5cdocker\u955c\u50cf":61,"\u524d\u63d0\u6761\u4ef6":55,"\u52a0\u8f7dpaddlepaddl":41,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":35,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":57,"\u5355\u53cc\u5c42rnn":46,"\u5377\u79ef\u6a21\u578b":70,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":67,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u6570\u4fe1\u606f":68,"\u53c2\u6570\u5185\u5b58":35,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":57,"\u53c2\u6570\u6982\u8ff0":56,"\u53c2\u6570\u8bfb\u53d6":68,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[26,74],"\u53c2\u8003\u8d44\u6599":54,"\u53cc\u5411lstm":74,"\u53cc\u5c42rnn":46,"\u53cc\u5c42rnn\u4ecb\u7ecd":48,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":48,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":40,"\u53ef\u9009\u529f\u80fd":66,"\u540d\u8bcd\u89e3\u91ca":26,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":70,"\u5411\u91cf":57,"\u542f\u52a8\u4efb\u52a1":62,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":55,"\u547d\u4ee4\u884c\u53c2\u6570":70,"\u548c":45,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":67,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":59,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":66,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u57fa\u672c\u539f\u7406":48,"\u57fa\u672c\u8981\u6c42":28,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":35,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":35,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":35,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":35,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":35,"\u5982\u4f55\u66f4\u65b0www":52,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u8d21\u732e":52,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":50,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":35,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":46,"\u5b50\u5e8f\u5217\u95f4\u6709memori":46,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":72,"\u5b89\u88c5":[40,70],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":39,"\u5b89\u88c5\u6d41\u7a0b":39,"\u5b89\u88c5kubectl":60,"\u5b8c\u6574\u6559\u7a0b":69,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":51,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5b9e\u73b0c":51,"\u5b9e\u73b0python\u5c01\u88c5":51,"\u5bfc\u51fac":28,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":59,"\u5c0f\u7ed3":3,"\u5de5\u5177":54,"\u5e38\u7528\u6a21\u578b":69,"\u5e76\u5b8c\u6210":50,"\u5efa\u7acb":50,"\u5f00\u53d1\u6807\u51c6":53,"\u5f00\u59cb\u5f00\u53d1":50,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":57,"\u5f15\u7528":73,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":70,"\u6027\u80fd\u4f18\u5316":53,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":54,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":54,"\u6027\u80fd\u8c03\u4f18":57,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":70,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":74,"\u6216\u8005\u662f":35,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":35,"\u62a5importerror":35,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\u63a5\u53e3":68,"\u63a8\u5bfc\u65b9\u7a0b":51,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":50,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":50,"\u63d0\u4ea4\u955c\u50cf":61,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":72,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":41,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":45,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[67,72,75],"\u6570\u636e\u63cf\u8ff0":73,"\u6570\u636e\u63d0\u4f9b":73,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":72,"\u6570\u636e\u652f\u6301":57,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":70,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":66,"\u6570\u636e\u96c6\u7279\u5f81":71,"\u6570\u636e\u9884\u5904\u7406":75,"\u6570\u6910\u4ecb\u7ecd":74,"\u6570\u6910\u51c6\u5907":74,"\u6574\u4f53\u65b9\u6848":62,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":26,"\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":75,"\u6587\u672c\u751f\u6210\u6559\u7a0b":75,"\u6587\u6863":[38,65],"\u65b0\u624b\u5165\u95e8":42,"\u65f6\u5e8f\u6a21\u578b":70,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":46,"\u65f6\u95f4\u6b65":46,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":29,"\u672c\u5730\u6d4b\u8bd5":59,"\u672c\u5730\u8bad\u7ec3":59,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":50,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":43,"\u6784\u5efaraspberri":44,"\u67b6\u6784\u56fe":26,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":61,"\u67e5\u770b\u8f93\u51fa":62,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":26,"\u6848\u4f8b\u4e00":59,"\u6848\u4f8b\u4e8c":59,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":55,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":55,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[45,48],"\u6a21\u5757":26,"\u6a21\u578b":68,"\u6a21\u578b\u4e0b\u8f7d":68,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6a21\u578b\u68c0\u9a8c":36,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":70,"\u6a21\u578b\u8bad\u7ec3":[67,75],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":72,"\u6a21\u578b\u914d\u7f6e":[46,53],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":46,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[57,73],"\u6d4b\u8bd5\u6587\u4ef6":72,"\u6d4b\u8bd5\u6a21\u578b":74,"\u7279\u5f81":73,"\u7279\u5f81\u63d0\u53d6":68,"\u751f\u6210\u5e8f\u5217":49,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":71,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":75,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":74,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":71,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u76f8\u5173\u6982\u5ff5":48,"\u77e9\u9635":57,"\u793a\u4f8b1":46,"\u793a\u4f8b2":46,"\u793a\u4f8b3":46,"\u793a\u4f8b4":46,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":35,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":72,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":73,"\u7a00\u758f\u8bad\u7ec3":59,"\u7b26\u53f7":28,"\u7b80\u4ecb":[60,75],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u7c7b":[28,51],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":41,"\u7ec3\u4e60":67,"\u7ec6\u8282\u63a2\u7a76":67,"\u7ec6\u8282\u63cf\u8ff0":57,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":55,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":36,"\u7f16\u5199yaml\u6587\u4ef6":61,"\u7f16\u8bd1\u548c\u5b89\u88c5":[43,44],"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":35,"\u7f16\u8bd1\u6d41\u7a0b":39,"\u7f16\u8bd1\u9009\u9879":29,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":37,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":68,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":57,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\u89c2\u6d4b\u8bcd\u5411\u91cf":66,"\u8bad\u7ec3":[57,72,73],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":72,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":35,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[36,41,70,74],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":35,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":58,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":71,"\u8bcd\u5411\u91cf\u6a21\u578b":70,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":66,"\u8bcd\u6c47\u8868":46,"\u8be6\u7ec6\u6559\u7a0b":54,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":73,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":46,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":48,"\u8f93\u5165\u4e0d\u7b49\u957f":46,"\u8f93\u5165\u793a\u4f8b":48,"\u8f93\u51fa":48,"\u8f93\u51fa\u65e5\u5fd7":70,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":55,"\u8fd0\u884c\u5bb9\u5668":61,"\u8fd0\u884cdocker":35,"\u8fd0\u884cpaddlepaddl":38,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":28,"\u8fdb\u884c\u8bad\u7ec3":[20,61],"\u8fdb\u9636\u6307\u5357":53,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":60,"\u901a\u7528":57,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":38,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":70,"\u9047\u5230":35,"\u90e8\u7f72kubernetes\u96c6\u7fa4":60,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":70,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[43,44],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u914d\u7f6e\u7f51\u7edc":41,"\u914d\u7f6ekubectl":60,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":60,"\u94a9\u5b50":50,"\u9644\u5f55":70,"\u968f\u673a\u6570":57,"\u96c6\u7fa4\u8bad\u7ec3":59,"\u975e\u6cd5\u6307\u4ee4":35,"\u9884\u5904\u7406":67,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":75,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":75,"\u9884\u6d4b":[67,68,70,73,74],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":75,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":46,"beam_search\u7684\u751f\u6210":46,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":37,"bleu\u8bc4\u4f30":75,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":37,"class":30,"cmake\u6e90\u7801\u7f16\u8bd1":35,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":37,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"docker\u4f7f\u7528\u5165\u95e8":38,"filemanager\u8bbe\u8ba1\u6587\u6863":26,"float":35,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":59,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":54,"gpu\u955c\u50cf\u51fa\u73b0":35,"group\u6559\u7a0b":48,"import":35,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"kubernetes\u5355\u673a\u8bad\u7ec3":61,"meta\u6587\u4ef6":72,"meta\u914d\u7f6e\u6587\u4ef6":72,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":71,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":72,"org\u6587\u6863":52,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"paddle\u7248\u672c\u53f7\u4e3a0":35,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":38,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":37,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":38,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":44,"pod\u95f4\u901a\u4fe1":62,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":68,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":35,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":70,"return":31,"rnn\u76f8\u5173\u6a21\u578b":47,"rnn\u914d\u7f6e":49,"so\u627e\u4e0d\u5230":40,"ubuntu\u90e8\u7f72paddlepaddl":40,Abs:6,For:17,The:[22,30],Using:[17,22],With:25,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,all:33,api:[1,4,29,34],applic:4,argument:[27,31],associ:33,async:57,attent:49,attribut:7,auc:8,avg:12,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,becaus:35,between:[16,34],bidirectional_gru:10,bidirectional_lstm:10,big:35,bilinear_interp:9,bla:37,block_expand:9,book:38,brelu:6,cach:3,can:33,capi:29,capi_priv:29,check:9,checkpoint:[18,19,24],choos:17,chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clip:9,clone:50,cluster:23,cmake:17,code:25,column_sum:8,commit:50,compos:31,concat:9,conclus:24,config:4,configur:14,conll05:13,connect:9,content:[3,29,35,45,54],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,cos_sim:9,cost:9,cp27mu:35,creat:[31,33],creation:21,creator:31,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:[35,37],cudnn:37,cudnnavg:12,cudnnmax:12,custom:31,dat:71,data:[9,13,18,31],datafeed:13,dataprovid:[4,57],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:31,dens:24,deploi:25,descript:27,design:[16,18,21,22,23,24,30,31,33],destroi:33,detect:[8,9],detection_map:8,detection_output:9,dictionari:31,dispatch:[18,21],distribut:[16,18,25],doc:[16,18,21,22,23,24,30,31],docker:25,dotmul_oper:9,dotmul_project:9,driver:35,dropout:9,dylib:29,dynam:18,elect:24,embed:9,entri:31,environ:25,eos:9,evalu:8,event:[15,16],exampl:[16,17,29],except:35,exp:6,expand:[9,45],expandlevel:9,faq:35,fault:18,first_seq:[9,45],fork:50,form:34,format:18,from:[16,24,34],full_matrix_project:9,fulli:9,gate:49,gated_unit:9,get_output:9,gpu:57,gradient:22,gradient_print:8,group:9,gru:[10,57],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,28],happen:24,high:34,how:31,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:35,imag:[9,10,25],imagenet:68,imdb:[13,74],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31],infer:15,ingredi:16,ingress:26,init_hook:3,initi:22,input_typ:3,insid:33,instruct:35,insuffici:35,interact:34,interfac:[13,18,22,23,31,33],interpol:9,isn:31,issu:50,job:[18,25,61],join:9,kmax_sequence_scor:9,kubernet:[25,60,61],lambda_cost:9,last_seq:[9,45],layer:[9,16],learnabl:9,leval:34,level:34,libcudart:40,libcudnn:40,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,linear:6,linear_comb:9,linux_x86_64:35,list:[19,31],local:33,log:6,logic:21,low:34,lstm:[10,57,73,74],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,46,48],messag:[34,35],mini:31,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,24,49,68],modul:35,momentum:11,movi:71,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multibox_loss:9,multipl:31,multiplex:9,name:[33,35],nce:9,need:31,network:[10,49],neural:49,nlp:[10,57],norm:9,nvprof:54,nvvp:54,object:18,onli:[31,33],opproto:34,optim:[11,18,22],option:27,order:27,orthogon:33,output:9,overview:[24,33],packag:17,pad:9,paddl:[31,32,33,35],paddlejob:25,paddlepaddl:[16,52,65],parallel_nn:59,paramet:[7,9,15,16,18,22,23,25,30],parent:33,partit:22,path:[24,27],perform:57,persist:21,pfsclient:[26,27],pfsserver:26,platform:35,pnpair:8,point:35,pool:[9,12,45],power:9,pre:50,precision_recal:8,prefetch:31,prelu:9,print:8,process:[18,22,25],project:17,protocol:35,provid:[3,31],pserver:24,pull:50,push:50,python:[25,31,34],queue:[18,21],rank:8,rank_cost:9,rate:71,reader:[13,16,31],recoveri:18,recurr:[9,10,48,49],recurrent_group:9,refer:3,regist:34,regular:22,reject:35,relu:6,remot:23,repeat:9,request:50,requir:17,reshap:9,resnet:68,retri:21,rmsprop:11,rnn:[46,57],rotat:9,row_conv:9,row_l2_norm:9,runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:49,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,25],sgd:57,share:[16,33],should:33,shuffl:31,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slice_project:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23,24],spp:9,squar:6,squarerootn:12,stack:74,stanh:6,start:16,store:18,sub_nested_seq:9,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:35,synopsi:27,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:[33,35],timelin:24,todo:[19,20],togeth:33,toler:18,too:35,tool:17,train:[15,16,18,23,25,31],trainer:[15,18,22,24,25],tran:9,trans_full_matrix_project:9,tune:57,uci_h:13,updat:[16,23,24],usag:31,use:31,user:[18,71],util:8,value_print:8,variabl:33,version:35,vgg_16_network:10,warp_ctc:9,what:24,wheel:35,when:[24,33],whl:35,why:31,wmt14:13,zoo:68}})
\ 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/save_model","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","design/scope","design/simple_op_design","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/save_model.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","design/scope.md","design/simple_op_design.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":75,"0005\u4e58\u4ee5batch":67,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":74,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":74,"000\u4e2atxt\u6587\u4ef6":74,"000\u4f4d\u7528\u6237\u5bf94":71,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":68,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":71,"000\u90e8\u7535\u5f71\u76841":71,"00186201e":5,"00m":54,"01852v1":9,"03m":54,"0424m":54,"0473v3":10,"05d":67,"0630u":54,"06u":54,"0810u":54,"08823112e":5,"0957m":54,"0\u4e4b\u540e\u7684\u7248\u672c":38,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":57,"0\u5c42\u5e8f\u5217":45,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":74,"0ab":9,"0b1":40,"0rc1":32,"0rc2":32,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":67,"10007_10":74,"10014_7":74,"100m":35,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":68,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":68,"101\u5c42\u7f51\u7edc\u6a21\u578b":68,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":67,"10\u6570\u636e\u96c6":67,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":67,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":67,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":67,"10g":25,"1150u":54,"11\u5b9e\u73b0\u4e86c":29,"11e6":61,"12194102e":5,"124n":54,"128\u7ef4\u548c256\u7ef4":66,"13m":61,"1490u":54,"14\u4ee5\u4e0a":44,"14\u6570\u636e\u96c6":75,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":75,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":59,"152\u5c42\u7f51\u7edc\u6a21\u578b":68,"15501715e":5,"1550u":54,"15\u884c":46,"1636k":75,"16u":54,"173m":68,"173n":54,"1770u":54,"18\u5c81\u4ee5\u4e0b":71,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":61,"197u":54,"1\u7684\u5c42\u4e4b\u5916":59,"1\u7a00\u758f\u6570\u636e":51,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":59,"1\u9664\u4ee5batch":67,"1m\u6570\u636e\u96c6\u4e2d":72,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":72,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":67,"210u":54,"211839e770f7b538e2d8":10,"215n":54,"228u":54,"234m":68,"24\u5c81":71,"2520u":54,"25639710e":5,"25k":70,"2680u":54,"26\u884c":46,"27787406e":5,"279n":54,"27m":54,"285m":54,"2863m":54,"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":54,"2977m":54,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":75,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":35,"2\u4e2a\u6d6e\u70b9\u6570":36,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":62,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":59,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":62,"2nd":9,"302n":54,"30u":54,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":66,"32777140e":5,"328n":54,"32\u7ef4":66,"32u":54,"32x32":13,"331n":54,"3320u":54,"34\u5c81":71,"35\u65f6":75,"36540484e":5,"36u":54,"3710m":54,"3768m":54,"387u":54,"38u":54,"3920u":54,"39u":54,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":75,"3\u53f7gpu":35,"4035m":54,"4090u":54,"4096mb":57,"4279m":54,"43630644e":5,"43u":54,"448a5b355b84":61,"44\u5c81":71,"4560u":54,"4563m":54,"45u":54,"4650u":54,"4726m":54,"473m":61,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":71,"4gb":57,"500\u4e2atxt\u6587\u4ef6":74,"500m":35,"50\u5c42":68,"50\u5c42\u7f51\u7edc\u6a21\u578b":68,"51111044e":5,"514u":54,"525n":54,"526u":54,"53018653e":5,"536u":54,"5460u":54,"5470u":54,"54u":54,"55\u5c81":71,"55g":75,"5690m":54,"573u":54,"578n":54,"5798m":54,"586u":54,"58s":61,"5969m":54,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":66,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":40,"6080u":54,"6082v4":9,"6140u":54,"6305m":54,"639u":54,"64\u5e73\u53f0\u4e3a\u4f8b":[43,44],"64\u73af\u5883":44,"64\u7ef4":66,"655u":54,"6780u":54,"6810u":54,"682u":54,"6970u":54,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":54,"6\u4e2a\u8282\u70b9":55,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":66,"704u":54,"70634608e":5,"7090u":54,"72296313e":5,"72u":54,"73u":54,"75u":54,"760u":54,"767u":54,"783n":54,"784u":54,"78m":54,"7\u7248\u672c\u5f00\u59cb":43,"7eamaa":13,"7kb":61,"8250u":54,"8300u":54,"830n":54,"849m":54,"85625684e":5,"861u":54,"864k":75,"8661m":54,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":66,"877\u884c":66,"892m":54,"901n":54,"90u":54,"918u":54,"9247m":54,"924n":54,"9261m":54,"93137714e":5,"9330m":54,"94u":54,"9530m":54,"96644767e":5,"983m":54,"988u":54,"997u":54,"99982715e":5,"99m":68,"99u":54,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":61,"\u0233":36,"\u03b5":36,"\u4e00":46,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":36,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":67,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":26,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":60,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":61,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":48,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":67,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":48,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":48,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":48,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":74,"\u4e00\u4e2a\u5bb9\u5668\u5c31\u662f\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u7684\u8fdb\u7a0b":38,"\u4e00\u4e2a\u6216\u591a\u4e2a":60,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":35,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":54,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":38,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":45,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":45,"\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":74,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":51,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":51,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":51,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":35,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":26,"\u4e00\u4e2adocker\u955c\u50cf\u662f\u4e00\u4e2a\u6253\u5305\u597d\u7684\u8f6f\u4ef6":38,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":57,"\u4e00\u4e2alabel":46,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":49,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":73,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":70,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":60,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":26,"\u4e00\u4eba":46,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":48,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":72,"\u4e00\u65e9":46,"\u4e00\u662fbatch":35,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":55,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":60,"\u4e00\u6b21\u6027\u676f\u5b50":46,"\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":36,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":43,"\u4e00\u7bc7\u8bba\u6587":75,"\u4e00\u7ea7\u76ee\u5f55":[74,75],"\u4e00\u81f4":[45,46],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":32,"\u4e00\u822c\u4ece":50,"\u4e00\u822c\u5728paddlepaddle\u4e2d":46,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,36],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":35,"\u4e00\u822c\u6765\u8bf4":49,"\u4e00\u822c\u800c\u8a00":75,"\u4e00\u822c\u8868\u793a":46,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":70,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,41],"\u4e09\u7ea7\u76ee\u5f55":[74,75],"\u4e0a":50,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":73,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":26,"\u4e0a\u4f20\u65b9\u6cd5":32,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":74,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":46,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":62,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":26,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":43,"\u4e0a\u7f51":46,"\u4e0a\u8fd0\u884c":38,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":35,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":54,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":55,"\u4e0b":67,"\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":54,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":67,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":73,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":68,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":51,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":48,"\u4e0b\u6587\u4f7f\u7528":62,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":61,"\u4e0b\u6b21":46,"\u4e0b\u7684":62,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":44,"\u4e0b\u8868\u5c55\u793a\u4e86batch":68,"\u4e0b\u8f7d":26,"\u4e0b\u8f7d\u5230\u672c\u5730":26,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":61,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":40,"\u4e0b\u8f7d\u6570\u636e\u96c6":67,"\u4e0b\u8f7draspberri":44,"\u4e0b\u8f7dwmt":75,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":54,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":72,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":60,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":29,"\u4e0b\u9762\u5217\u51fa\u4e86":49,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":51,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":62,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":67,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":67,"\u4e0b\u9762\u662fcifar":67,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":51,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":68,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":68,"\u4e0b\u9762\u7684\u547d\u4ee4\u628a\u5f53\u524d\u76ee\u5f55\u6302\u8f7d\u5230\u4e86\u5bb9\u5668\u4e2d\u7684":38,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":51,"\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":41,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":36,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":45,"\u4e0d":46,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":26,"\u4e0d\u4f1a\u518d\u4ece":35,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":28,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":51,"\u4e0d\u4f7f\u7528c":28,"\u4e0d\u4f7f\u7528swig":28,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":75,"\u4e0d\u540c":73,"\u4e0d\u540c\u4e3b\u673a":60,"\u4e0d\u540c\u4ea7\u54c1":74,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":57,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":68,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":49,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":28,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":35,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":62,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,41],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":60,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":28,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":48,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":48,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":46,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":60,"\u4e0d\u5728":29,"\u4e0d\u5bb9\u6613\u51fa\u9519":26,"\u4e0d\u5c11":46,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":28,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":48,"\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":75,"\u4e0d\u6307\u5b9a\u65f6":48,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":60,"\u4e0d\u652f\u6301":73,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,41],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":28,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":50,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":50,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":50,"\u4e0d\u8fc7":46,"\u4e0d\u8fdc":46,"\u4e0d\u9519":46,"\u4e0e":[62,66,75],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":26,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":32,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":46,"\u4e0e\u53ef\u80fd\u6709\u7684":32,"\u4e0e\u5728":73,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":55,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":62,"\u4e0e\u7ffb\u8bd1":75,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":74,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":75,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":35,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":71,"\u4e0ejob":62,"\u4e0etime":71,"\u4e14":46,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":50,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,41],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":60,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":46,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":29,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":74,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":28,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":28,"\u4e24":46,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":55,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":52,"\u4e24\u4e2a\u5d4c\u5957\u7684":48,"\u4e24\u4e2a\u64cd\u4f5c":54,"\u4e24\u4e2a\u6587\u4ef6\u5939":67,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":73,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":46,"\u4e24\u4e2a\u90e8\u5206":52,"\u4e24\u79cd\u7c7b\u522b":70,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":32,"\u4e2a":70,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":35,"\u4e2a\u5355\u8bcd":75,"\u4e2a\u6027\u5316\u63a8\u8350":[32,69],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":72,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":57,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":57,"\u4e2d":[28,29,35,51,62,67,70,72,73,74],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":50,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":66,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":75,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":75,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":46,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":43,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":44,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":70,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":75,"\u4e2d\u5305\u542bc":[43,44],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":50,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":50,"\u4e2d\u5b89\u88c5":55,"\u4e2d\u5b8c\u5168\u4e00\u81f4":28,"\u4e2d\u5b8c\u6210":74,"\u4e2d\u5b9a\u4e49":49,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":48,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":29,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":74,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":68,"\u4e2d\u6307\u5b9a":57,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":59,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":68,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":68,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":37,"\u4e2d\u6587\u6587\u6863":52,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":52,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":46,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":71,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":62,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":57,"\u4e2d\u7684":68,"\u4e2d\u7684\u4e00\u884c":[3,50],"\u4e2d\u7684\u5185\u5bb9":73,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":50,"\u4e2d\u7684\u63a5\u53e3":72,"\u4e2d\u7684\u6570\u636e":68,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":72,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":68,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":74,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":72,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":75,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":60,"\u4e2d\u7684\u7b2ci\u884c":75,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":71,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":74,"\u4e2d\u83b7\u53d6":62,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":55,"\u4e2d\u8bbe\u7f6e":55,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":55,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":51,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":35,"\u4e3a":[3,43,44,49],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":74,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":50,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":51,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":38,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":74,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":60,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":51,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":26,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":48,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":38,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":50,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":55,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":29,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":55,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[43,44],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":54,"\u4e3a\u4e86\u8fd8\u539f":36,"\u4e3a\u4f8b":70,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":55,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":70,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":35,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":54,"\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":66,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":55,"\u4e3a\u6b64":61,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":51,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":55,"\u4e3ajson\u6216yaml\u683c\u5f0f":72,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":51,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":57,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":26,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":41,"\u4e3b\u8981\u539f\u56e0":46,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":35,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":67,"\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":35,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":70,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":35,"\u4e3e\u4f8b":35,"\u4e3e\u4f8b\u8bf4\u660e":46,"\u4e4b\u524d":50,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":70,"\u4e4b\u540e":[36,41,51],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":55,"\u4e4b\u540e\u4f7f\u7528":51,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":51,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":51,"\u4e4b\u540e\u5b9a\u4e49\u7684":67,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":29,"\u4e4b\u95f4\u7684\u8ddd\u79bb":36,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":48,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u4e58\u9664\u7b49\u65f6\u5019":35,"\u4e5d\u4e2a":73,"\u4e5f":46,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":48,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":29,"\u4e5f\u4e0d\u751f\u6210":29,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":50,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":60,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":38,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":48,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":54,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":62,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":70,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":60,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[43,44],"\u4e5f\u5c31\u662f":50,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":70,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":50,"\u4e5f\u5c31\u662f\u8bf4":[57,59,66],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":72,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":62,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":54,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":60,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":48,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":35,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":70,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":67,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":28,"\u4e7e":46,"\u4e86":46,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":54,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":49,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":49,"\u4e8c\u7ea7\u76ee\u5f55":[74,75],"\u4e8c\u7ef4\u77e9\u9635":68,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":46,"\u4e8c\u8fdb\u5236":66,"\u4e92\u76f8\u901a\u4fe1":60,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":74,"\u4e94\u661f\u7ea7":46,"\u4e9a\u9a6c\u900a":74,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":44,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":43,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":43,"\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":43,"\u4ea4\u901a":46,"\u4ea4\u901a\u4fbf\u5229":46,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[43,44],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":38,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":72,"\u4ec5\u4ec5\u4f7f\u7528":28,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":74,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":72,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":72,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":74,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":51,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":51,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":62,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":43,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":60,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":70,"\u4ece":[32,54,73],"\u4ece0\u5230num":57,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":48,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":54,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":36,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":74,"\u4ece\u5927\u5230\u5c0f":75,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":73,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":46,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":70,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[43,44],"\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":75,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":74,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":75,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":51,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":36,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":70,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":75,"\u4ece\u8bed\u4e49\u4e0a\u770b":48,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":46,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":36,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":66,"\u4ececmake":43,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":57,"\u4ecetest":75,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":50,"\u4ed4\u7ec6\u89c2\u5bdf":68,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":29,"\u4ed6\u4eec\u5206\u522b\u662f":46,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":46,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":68,"\u4ed6\u662f\u5c06":29,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":28,"\u4ee3\u66ff":62,"\u4ee3\u7801":72,"\u4ee3\u7801\u4e2d9":46,"\u4ee3\u7801\u5982\u4e0b":49,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":50,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":28,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":62,"\u4ee3\u8868\u7f16\u53f7":72,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":50,"\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":38,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":38,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":38,"\u4ee5\u4e0b":[20,72],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":49,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":71,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":38,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":50,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":70,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":55,"\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":66,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":55,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":38,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":26,"\u4ee5\u4fbf\u7528\u6237":55,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":51,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":51,"\u4ee5\u5206\u7c7b\u6765\u81ea":74,"\u4ee5\u53ca":51,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":45,"\u4ee5\u53ca\u5728wmt":75,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":67,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":38,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":44,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":48,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":51,"\u4ee5\u53caandroid":43,"\u4ee5\u53caandroid\u6240\u9700":43,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":72,"\u4ee5\u53carelu":51,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[43,44],"\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":[43,44],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":55,"\u4ee5\u9017\u53f7":66,"\u4ee5\u9017\u53f7\u95f4\u9694":57,"\u4ef7\u683c":46,"\u4efb\u52a1":72,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":55,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":74,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":51,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":62,"\u4f1a\u5171\u4eab\u53c2\u6570":35,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":57,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":46,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":62,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":52,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":35,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":48,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":28,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":48,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":35,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":48,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":48,"\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":28,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":51,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":50,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":75,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":62,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":48,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":50,"\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":35,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":57,"\u4f46":29,"\u4f46\u4e0d\u66b4\u9732":29,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":51,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":57,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":46,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":46,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":36,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":48,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":37,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":32,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":46,"\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":32,"\u4f46\u662f":[35,46],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":38,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":55,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":29,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":56,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":46,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":38,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":50,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":37,"\u4f46\u662f\u662f\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u8fdb\u7a0b\u7a7a\u95f4":38,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":59,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":35,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":28,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":75,"\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":74,"\u4f46\u662fbatch":35,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,41],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,41],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":46,"\u4f4f":46,"\u4f53\u88c1\u5b57\u5178":72,"\u4f53\u88c1\u5b57\u6bb5":72,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":72,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":72,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":46,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":49,"\u4f5c\u4e3a\u53c2\u6570\u7684id":35,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":48,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":71,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":28,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":36,"\u4f5c\u4e3a\u8f93\u51fa":49,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":55,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":46,"\u4f5c\u5bb6":71,"\u4f5c\u7528":45,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":68,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":70,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":66,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":68,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":38,"\u4f60\u53ea\u9700\u5b8c\u6210":55,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":70,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":75,"\u4f60\u53ef\u4ee5\u4f7f\u7528":68,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":74,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":55,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":55,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":72,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":72,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":59,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":68,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":68,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":75,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":68,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":68,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":75,"\u4f60\u5c06\u5728\u76ee\u5f55":74,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":72,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":55,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":55,"\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":51,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":59,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":51,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":72,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":51,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":70,"\u4f7f\u5f97":36,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":75,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":35,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":51,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":36,"\u4f7f\u7528":[29,32,35,38,46,48,49,51,54,57,70,73,74],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":59,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":59,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":68,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":59,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":59,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":51,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":35,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":61,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":35,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":73,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":40,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":66,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":74,"\u4f7f\u7528\u52a8\u6001\u5e93":28,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":35,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":35,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":67,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":66,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":49,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":62,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":61,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":35,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528\u6848\u4f8b":58,"\u4f7f\u7528\u7684":35,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":43,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":29,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":57,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":48,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":68,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":57,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":57,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":75,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":73,"\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":67,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":46,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":51,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":74,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":28,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":66,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":29,"\u4f7f\u7528c99\u505a\u63a5\u53e3":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":28,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":57,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":59,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":59,"\u4f7f\u7528cpu\u8bad\u7ec3":74,"\u4f7f\u7528init":59,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":46,"\u4f7f\u7528max":67,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":46,"\u4f7f\u7528model":59,"\u4f7f\u7528paddlepaddl":70,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":67,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":57,"\u4f7f\u7528regress":32,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":28,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":28,"\u4f7f\u7528void":28,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":67,"\u4f86":46,"\u4f8b\u5982":[3,20,28,29,32,35,37,41,46,49,51,54,55,56,57,59,62,68,70,72,74],"\u4f8b\u5982\u4e0a\u6587\u7684pod":60,"\u4f8b\u5982\u4e0a\u9762\u7684":36,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":55,"\u4f8b\u5982\u4f7f\u7528":35,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":28,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":28,"\u4f8b\u5982\u5bf9\u4e8epython":28,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":46,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":46,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":46,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":35,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":67,"\u4f8b\u5982c":28,"\u4f8b\u5982hostpath":60,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":28,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":62,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":28,"\u4f8b\u5982python\u7684":28,"\u4f8b\u5982sigmoid":51,"\u4f8b\u5982sigmoid\u53d8\u6362":70,"\u4f8b\u5b50\u4e2d\u662f":51,"\u4f8b\u5b50\u4e2d\u662f0":51,"\u4f8b\u5b50\u4e2d\u662f100":51,"\u4f8b\u5b50\u4e2d\u662f4096":51,"\u4f8b\u5b50\u4e2d\u662f8192":51,"\u4f8b\u5b50\u4e2d\u662ffc":51,"\u4f8b\u5b50\u4e2d\u662fsoftmax":51,"\u4f8b\u5b50\u4f7f\u7528":60,"\u4f9bpaddlepaddle\u52a0\u8f7d":57,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":74,"\u4f9d\u6b21\u7c7b\u63a8":32,"\u4f9d\u8d56\u4e8epython\u7684":67,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":60,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":60,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":38,"\u4fbf\u5229":46,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":46,"\u4fbf\u5b9c":46,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":28,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":57,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":75,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":57,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":57,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":68,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":50,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":55,"\u4fee\u590d\u6240\u6709bug\u540e":32,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":32,"\u4fee\u590dubuntu":32,"\u4fee\u6539":[60,61],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":61,"\u4fee\u6539\u6210":32,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":54,"\u4fee\u6539\u6587\u6863":53,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[46,50],"\u503c\u5f97\u6df1\u5165\u5206\u6790":54,"\u503c\u7c7b\u578b":59,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":35,"\u5047\u8bbe":51,"\u5047\u8bbe\u53d8\u91cf":36,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":38,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":51,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":66,"\u504f\u7f6e\u53c2\u6570":68,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":51,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":32,"\u505a\u63a5\u53e3":28,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":57,"\u505c\u7535":46,"\u50cf":38,"\u513f\u7ae5\u7247":71,"\u5143\u7d20":45,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":45,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":29,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":35,"\u5148\u8c03\u7528initializer\u51fd\u6570":70,"\u5168\u5bb6":46,"\u5168\u8fde\u63a5\u5c42":[36,66,67,72],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":51,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":72,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":68,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":51,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":51,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":51,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":51,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":73,"\u516c\u5f0f":38,"\u516c\u94a5\u5199\u5165":55,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":73,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":73,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":62,"\u5171\u670932":66,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":67,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":46,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":50,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":41,"\u5173\u4e8eunbound":48,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":67,"\u5173\u952e\u8bcd\u5305\u62ec":50,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":67,"\u5176\u4e2d":[3,28,32,35,36,41,43,44,49,51,66,67,68],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":68,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":67,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":67,"\u5176\u4e2d\u5305\u542b6":71,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":67,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":74,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":73,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":75,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":70,"\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":45,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":75,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":75,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":75,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":68,"\u5176\u4e2dbeam":75,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":57,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":57,"\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":41,"\u5176\u4ed6":71,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":38,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":75,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":35,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":35,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":29,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":70,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":59,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":32,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[43,44],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":49,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":51,"\u5176\u4f59\u884c\u662f":66,"\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":72,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":60,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":70,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":70,"\u5176\u5b83layer\u7684\u8f93\u51fa":48,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":35,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":60,"\u5176\u6b21":[3,46,70],"\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":73,"\u5176\u8bf4\u660e\u5982\u4e0b":46,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":75,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":49,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[29,35],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":29,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,51],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":48,"\u5177\u4f53\u5982\u4e0b":38,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":54,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":35,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":70,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":35,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":68,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,29,50],"\u5177\u4f53\u8bf7\u89c1":50,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":46,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":74,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":49,"\u5185\u5b58":54,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":57,"\u5185\u5bb9":70,"\u5185\u5bb9\u5982\u4e0b":61,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":46,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":62,"\u5185\u90e8":62,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":28,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":72,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":28,"\u518d\u57fa\u4e8e":32,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":46,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":46,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":46,"\u518d\u6307\u5b9a":37,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":51,"\u518d\u901a\u8fc7\u51fd\u6570":62,"\u5192\u9669\u7247":71,"\u5197\u4f59\u7b49\u529f\u80fd":60,"\u5199\u4ee3\u7801":28,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":75,"\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":51,"\u519c\u6c11":71,"\u51c6\u5907":46,"\u51c6\u5907\u597d\u6570\u636e":72,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":35,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":35,"\u51cf\u5c0fbatch":35,"\u51e0\u4e2a\u57fa\u7840\u7684\u6982\u5ff5\u5e2e\u52a9\u7406\u89e3\u548c\u4f7f\u7528docker":38,"\u51fa\u53bb\u73a9":46,"\u51fa\u5dee":46,"\u51fa\u6765":46,"\u51fa\u73b0":35,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":35,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":35,"\u51fd\u6570":[3,36,49,51,54,73,74],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":55,"\u51fd\u6570\u5047\u8bbe":49,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":54,"\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":48,"\u51fd\u6570\u540d\u4e3a":29,"\u51fd\u6570\u547d\u540d":28,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":51,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":51,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":48,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":51,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":54,"\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":51,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":51,"\u5206\u4e3a\u597d\u8bc4":70,"\u5206\u522b\u4e3a":66,"\u5206\u522b\u4e3atrain":75,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":48,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":46,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":75,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":48,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":36,"\u5206\u522b\u662f":45,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":49,"\u5206\u522b\u662fsentences\u548clabel":46,"\u5206\u522b\u662fwords\u548clabel":46,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":51,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":46,"\u5206\u5272":[71,73],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":72,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[32,50],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":32,"\u5206\u652f\u4e0a":50,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":50,"\u5206\u652f\u4e2d":32,"\u5206\u652f\u4e3a\u5f00\u53d1":32,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":32,"\u5206\u652f\u4e3a\u7a33\u5b9a":32,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":32,"\u5206\u652f\u5408\u5165":32,"\u5206\u652f\u5408\u5165master\u5206\u652f":32,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":32,"\u5206\u652f\u540d":50,"\u5206\u652f\u540d\u4e3a":32,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":32,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":32,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":43,"\u5206\u652f\u89c4\u8303":50,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":54,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":74,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":68,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":66,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":66,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":66,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":57,"\u5206\u9694":[66,72],"\u5206\u9694\u7b26\u4e3a":71,"\u5207\u6362\u5230":50,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":50,"\u5217\u8868":72,"\u5217\u8868\u5982\u4e0b":[3,41],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":51,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":73,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":57,"\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":57,"\u5219\u5148\u505a\u5d4c\u5165":72,"\u5219\u53ef\u4ee5\u50cf":55,"\u5219\u53ef\u8bbe\u7f6e":[43,44],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":70,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":57,"\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":54,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":57,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5219\u8bbe\u7f6e\u6210":[43,44],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":35,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":60,"\u5219\u9700\u9009\u7528":44,"\u521b\u5efa\u4e00\u4e2akubernet":62,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":38,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":50,"\u521b\u5efa\u6210\u529f\u540e":62,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":75,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":51,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":51,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":57,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":66,"\u521d\u59cb\u5316\u7236\u7c7b":51,"\u521d\u59cb\u5316biases_":51,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":48,"\u5220\u9664":50,"\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":35,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":70,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":35,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":72,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":74,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":48,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":70,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":60,"\u5229\u843d":46,"\u522b\u4eba\u5e2e\u4e86\u5fd9":50,"\u5230":[19,35,49],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":55,"\u5230\u672c\u5730":50,"\u5230\u6b64":38,"\u5230\u76ee\u524d\u4e3a\u6b62":73,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":62,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":38,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":38,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":62,"\u5237\u7259":46,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":62,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":75,"\u524d\u53f0":46,"\u524d\u5411\u4f20\u64ad":51,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":51,"\u524d\u5411\u548c\u540e\u5411":51,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":50,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":26,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":32,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":51,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":70,"\u52a0\u5165":54,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":49,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":49,"\u52a0\u8f7d\u6570\u636e":73,"\u52a0\u8f7d\u6a21\u578b":73,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":75,"\u52a0\u8f7dtest":57,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":35,"\u52a8\u4f5c\u7247":71,"\u52a8\u6001\u5e93":28,"\u52a8\u753b\u7247":71,"\u52a8\u8bcd":73,"\u52a9\u624b":51,"\u5305\u542b12":74,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":66,"\u5305\u542b3\u4e2a\u5c5e\u6027":66,"\u5305\u542b50":74,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":29,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":38,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":35,"\u5305\u62ec":[20,57,70,73,75],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":71,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":35,"\u5305\u62ec\u6570\u636e\u8f93\u5165":36,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":37,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":41,"\u5305\u62ec\u7b80\u5355\u7684":70,"\u5305\u62ecbool":59,"\u5305\u62ecdocker\u955c\u50cf":39,"\u5305\u62eclinux":38,"\u5305\u662f\u6700\u65b0\u7684":35,"\u5305\u6bd4\u8f83\u8001":35,"\u5305\u7684\u65b9\u6cd5\u662f":35,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":46,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":46,"\u533b\u751f":71,"\u533b\u7597\u4fdd\u5065":71,"\u5341\u4e00":46,"\u5347\u5e8f\u6392\u5217":75,"\u534e\u6da6\u4e07\u5bb6":46,"\u534f\u540c\u5b8c\u6210releas":32,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":57,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":35,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":56,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":46,"\u5355\u53cc\u5c42rnn":47,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":36,"\u5355\u5c42":48,"\u5355\u5c42\u4e0d\u7b49\u957frnn":46,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":46,"\u5355\u5c42\u5e8f\u5217":45,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":45,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":45,"\u5355\u5c42\u6216\u53cc\u5c42":45,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u5355\u5c42rnn":[46,48],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u5355\u673acpu\u8bad\u7ec3":35,"\u5355\u673agpu\u8bad\u7ec3":35,"\u5355\u6b65\u51fd\u6570":49,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":49,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":49,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":49,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":48,"\u5360\u4f4d\u7b26":66,"\u536b\u751f":46,"\u5373":[29,35,36,52,62,70,74],"\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":46,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":46,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":46,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":46,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":46,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":46,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":46,"\u5373\u4f7f\u7528":29,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":57,"\u5373\u4f7fc":29,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":29,"\u5373\u4fbf\u8bbe\u7f6e":35,"\u5373\u4fbfpaddl":29,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":48,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":49,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":74,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":48,"\u5373\u53ef":[36,50],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":35,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":52,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":46,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":35,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,41],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":29,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":70,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":46,"\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":46,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":36,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":48,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":45,"\u5373\u6574\u6570\u6570\u7ec4":46,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":46,"\u5373\u66b4\u9732":29,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":74,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":74,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":46,"\u5373\u7f51\u5361\u540d":62,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":35,"\u5373\u8bbe\u7f6e":35,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":28,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":35,"\u5373input":48,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":46,"\u5377\u79ef\u5c42":67,"\u5377\u79ef\u5c42\u6743\u91cd":68,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":67,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":70,"\u5378\u8f7dpaddlepaddle\u5305":35,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":46,"\u539f\u56e0":50,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":35,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":40,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":50,"\u53bb\u8fc7":46,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,28,51,56,62,66,68,74],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":35,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":73,"\u53c2\u6570\u5373\u53ef":74,"\u53c2\u6570\u540d":68,"\u53c2\u6570\u6570\u91cf":70,"\u53c2\u6570\u670d\u52a1\u5668":56,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":57,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":57,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":35,"\u53c2\u6570\u6982\u8ff0":58,"\u53c2\u6570\u7684\u89e3\u6790":62,"\u53c2\u6570\u7ef4\u5ea6":66,"\u53c2\u6570\u884c":66,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":46,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":49,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":50,"\u53c2\u8003":[26,28,60],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":54,"\u53c2\u8003\u6587\u732e":75,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":46,"\u53c2\u8003\u955c\u50cf\u7684":62,"\u53c8":46,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":45,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":35,"\u53ca":51,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":49,"\u53cc\u5411\u9a8c\u8bc1":26,"\u53cc\u5c42":48,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":46,"\u53cc\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":46,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":48,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":45,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":45,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":46,"\u53cc\u5c42rnn":48,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":46,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":46,"\u53cc\u8fdb\u5355\u51fa":48,"\u53cc\u8fdb\u53cc\u51fa":48,"\u53cd\u4e4b\u5219":73,"\u53cd\u5411\u4f20\u64ad":51,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u53d1\u5e03":38,"\u53d1\u5e03\u5230dockerhub":32,"\u53d1\u5e03\u5230github":32,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":35,"\u53d1\u884c\u548c\u7ef4\u62a4":50,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":57,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":37,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":37,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":37,"\u53d8\u6362\u77e9\u9635":51,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":46,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":71,"\u53e5\u5b50":74,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":73,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":70,"\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":74,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":38,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":54,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":38,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":35,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":38,"\u53e6\u4e00\u65b9\u9762":74,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":59,"\u53e6\u5916":46,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":68,"\u53ea\u4f5c\u4e3aread":48,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":57,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":71,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":37,"\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":68,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":46,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":70,"\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":38,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":29,"\u53ea\u6709":46,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":66,"\u53ea\u6709\u542b\u6709\u4eba":71,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":57,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":48,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":59,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":28,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":46,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":35,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":38,"\u53ea\u8bfbmemory\u8f93\u5165":48,"\u53ea\u9488\u5bf9\u5185\u5b58":35,"\u53ea\u9700\u4e2d\u65ad":55,"\u53ea\u9700\u4f7f\u7528":55,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":74,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":75,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":55,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":49,"\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":75,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":72,"\u53ea\u9700\u8981\u8fd0\u884c":72,"\u53ef\u4ee5":[46,50,55],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":38,"\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":35,"\u53ef\u4ee5\u4f7f\u7528":35,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":40,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":35,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":57,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":62,"\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":35,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":61,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":67,"\u53ef\u4ee5\u53c2\u8003":[46,49,50,60,62,75],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":66,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":41,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":54,"\u53ef\u4ee5\u5728":38,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":28,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":62,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":73,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":73,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":50,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":60,"\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":60,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":48,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":54,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":38,"\u53ef\u4ee5\u6267\u884c":38,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":52,"\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":46,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":74,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[45,48],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":48,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":51,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":48,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":48,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":57,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":62,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":61,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":59,"\u53ef\u4ee5\u7528":26,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":67,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":60,"\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":50,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":54,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":45,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":54,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":32,"\u53ef\u4ee5\u7f16\u5199":38,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":35,"\u53ef\u4ee5\u8bbe\u7f6e":[43,44,67],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":41,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":72,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":67,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":59,"\u53ef\u4ee5\u901a\u8fc7":[38,50,60],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":49,"\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":70,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":59,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":70,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":62,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":35,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":35,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":54,"\u53ef\u8bbe\u7f6e":43,"\u53ef\u9009":[3,51],"\u53f3\u8fb9\u662f":68,"\u5403":46,"\u5403\u996d":46,"\u5404\u65b9\u9762":46,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":67,"\u5408":46,"\u5408\u5e76":75,"\u5408\u5e76\u6bcf\u4e2a":75,"\u5408\u7406":46,"\u540c\u65f6":[35,54],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":37,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":35,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":50,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":48,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":70,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":68,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":70,"\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":54,"\u540c\u65f6\u518d\u5c06":32,"\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":35,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":35,"\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":32,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":39,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":59,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":35,"\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":41,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":57,"\u540c\u6837\u53ef\u4ee5\u6267\u884c":38,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":48,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":57,"\u540d\u5b57\u4fee\u9970":28,"\u540d\u79f0":70,"\u540e":[35,37,43,44,50,62,74],"\u540e\u5411\u4f20\u64ad":51,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":74,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":56,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":32,"\u5426":37,"\u5426\u5219":[2,43,44,55,72],"\u5426\u5219\u4f1a\u628a":50,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":75,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":57,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":57,"\u5426\u5219\u4f7f\u7528gpu":59,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":49,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":28,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":55,"\u5426\u5b9a":73,"\u542b\u4e49":[68,74],"\u542b\u6709":71,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":51,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":51,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":51,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":62,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":57,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":57,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":57,"\u5440":46,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":72,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":72,"\u5468\u56f4":46,"\u547d\u4ee4":55,"\u547d\u4ee4\u4e3a":[35,61],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":61,"\u547d\u4ee4\u5220\u9664":[43,44],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":37,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":70,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":70,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":37,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":55,"\u547d\u540d\u4e3a":50,"\u547d\u540d\u7a7a\u95f4":60,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":60,"\u548c":[20,28,29,32,35,36,37,43,44,46,49,50,51,52,54,55,59,60,66,67,70,72,75],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":46,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,41],"\u548c\u4e2d\u6587\u6587\u6863":52,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":35,"\u548c\u504f\u7f6e\u5411\u91cf":51,"\u548c\u533a\u57df\u6807\u8bb0":73,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":45,"\u548c\u56fd\u5185\u955c\u50cf":38,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":60,"\u548c\u5dee\u8bc4":70,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":45,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":49,"\u548c\u68af\u5ea6\u622a\u65ad":70,"\u548c\u6a21\u578b\u8def\u5f84":74,"\u548c\u771f\u5b9e":36,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":46,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":75,"\u548c\u90e8\u5206layer":48,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":75,"\u548cargument":73,"\u548ccudnn":40,"\u548cpool":45,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":68,"\u54c1\u8d28":46,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":46,"\u5546\u52a1":46,"\u554a":46,"\u559c\u5267\u7247":71,"\u5668":70,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,41],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":36,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":51,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":73,"\u56e0\u4e3a\u53c2\u6570":59,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":49,"\u56e0\u4e3a\u5b83\u6bd4":49,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":62,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":60,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":67,"\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":38,"\u56e0\u4e3apaddlepaddle\u7684v2":52,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":35,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":28,"\u56e0\u6b64":[2,3,46,48,51],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":46,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":66,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":71,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":67,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":46,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":51,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":56,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":68,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":35,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":74,"\u56fe":[68,74],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":74,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":74,"\u56fe\u50cf\u5206\u7c7b":[32,69],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":68,"\u56fe\u50cf\u63cf\u8ff0":75,"\u56fe\u7247\u5206\u4e3a10\u7c7b":67,"\u56fe\u7684\u5e95\u90e8\u662fword":74,"\u56fe\u8868":[38,74],"\u5728":[3,29,32,40,45,46,49,50,55,68,70,71,73],"\u57280":38,"\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":61,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":51,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":73,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":57,"\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":46,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":61,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":70,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":67,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":60,"\u5728\u4e4b\u540e\u7684":35,"\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":75,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":74,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":41,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":32,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":51,"\u5728\u51c6\u5907\u53d1\u8d77":50,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":62,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":57,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":57,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":46,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":57,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":57,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":46,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":35,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":46,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":60,"\u5728\u542f\u52a8job\u4e4b\u524d":62,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":50,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":57,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":41,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":41,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":29,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":62,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":62,"\u5728\u5c42\u4e2d\u6307\u5b9a":59,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":48,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,67],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":29,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":51,"\u5728\u5f97\u5230":62,"\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":49,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":74,"\u5728\u63d0\u4ea4":50,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":41,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":70,"\u5728\u6587\u4ef6":72,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":74,"\u5728\u672c\u4f8b\u4e2d":[46,50,59],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[49,67],"\u5728\u672c\u6587\u4e2d":55,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":55,"\u5728\u672c\u6587\u6863\u4e2d":26,"\u5728\u672c\u6f14\u793a\u4e2d":74,"\u5728\u672c\u793a\u4f8b\u4e2d":[46,74],"\u5728\u672c\u8282\u4e2d":49,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":57,"\u5728\u6837\u4f8b\u4e2d":29,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":55,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":70,"\u5728\u6b64":[0,56,59],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":70,"\u5728\u6b64\u611f\u8c22":66,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":49,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":46,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":49,"\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":62,"\u5728\u6bcf\u8bad\u7ec3":72,"\u5728\u6d4b\u8bd5\u9636\u6bb5":57,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":68,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":50,"\u5728\u6f14\u793a\u4e2d":73,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":60,"\u5728\u751f\u6210\u65f6":49,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":75,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":75,"\u5728\u7528\u6237\u4f7f\u7528c":29,"\u5728\u7528\u6237\u6587\u4ef6user":72,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":43,"\u5728\u7535\u5f71\u6587\u4ef6movi":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":75,"\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":67,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":41,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":52,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[43,44],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":51,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":75,"\u5728\u811a\u672c":72,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":45,"\u5728\u8bad\u7ec3\u4e2d":49,"\u5728\u8bad\u7ec3\u4e4b\u524d":62,"\u5728\u8bad\u7ec3\u4e86":72,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":72,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":67,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":66,"\u5728\u8bad\u7ec3\u65f6":61,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[62,75],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":57,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[43,44],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":32,"\u5728\u8be5\u914d\u7f6e\u76847":46,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":75,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":70,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":54,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":48,"\u5728\u8fd0\u884c":74,"\u5728\u8fd9\u4e2a":32,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":75,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[36,74],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[51,61],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":46,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":54,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":49,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":73,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":32,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":72,"\u5728\u8fd9\u4e9blayer\u4e2d":46,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":74,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[49,51],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":48,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":61,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":62,"\u5728\u8fd9\u91cc":48,"\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":51,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":41,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":68,"\u5728\u91c7\u7528sgd":35,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":59,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":74,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":74,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":43,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":43,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":60,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":35,"\u5728c":28,"\u5728c\u7684\u5934\u6587\u4ef6":28,"\u5728cub":67,"\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":60,"\u5728linux\u4e0b":75,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":72,"\u5728movielen":72,"\u5728paddl":62,"\u5728paddle\u4e2d":59,"\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":[41,48],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":46,"\u5728paddlepaddle\u91cc":36,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":48,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":48,"\u5728trainer":59,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":46,"\u5730\u7406\u4f4d\u7f6e":46,"\u5730\u94c1\u7ad9":46,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":29,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":68,"\u5747\u5300\u5206\u5e03":35,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":57,"\u5747\u662f\u5728":29,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":46,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":46,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":48,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":72,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":26,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,70],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":42,"\u57fa\u672c\u76f8\u540c":66,"\u586b\u5199":50,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":61,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":59,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":51,"\u58f0\u660epython\u6570\u636e\u6e90":72,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":54,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":70,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":48,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":72,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":67,"\u5907\u6ce8":54,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":54,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":46,"\u5916\u5c42outer_step\u4e2d":46,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":70,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":48,"\u591a\u673a\u8bad\u7ec3":35,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":48,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":74,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":51,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":51,"\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":73,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":51,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":28,"\u5927\u5b66\u751f":71,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":38,"\u5927\u5c0f":55,"\u5929":46,"\u5929\u4e00\u5e7f\u573a":46,"\u5929\u4e00\u9601":46,"\u5929\u732b":74,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":51,"\u5934\u6587\u4ef6\u5982\u4e0b":51,"\u5947\u5e7b\u7247":71,"\u597d":46,"\u597d\u5403":46,"\u597d\u8bc4":70,"\u5982":[3,49,50,55,59],"\u59822":55,"\u5982\u4e0b":[3,72,74],"\u5982\u4e0b\u56fe\u6240\u793a":[46,54,67],"\u5982\u4e0b\u6240\u793a":[59,68,72],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":70,"\u5982\u4f55":72,"\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":53,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":53,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":70,"\u5982\u4fe1\u606f\u63d0\u53d6":73,"\u5982\u56fe2\u6240\u793a":74,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":74,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":75,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":51,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":68,"\u5982\u679c\u4e0d\u4e3a0":57,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":70,"\u5982\u679c\u4e0d\u6536\u655b":35,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":72,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":57,"\u5982\u679c\u4e3afals":57,"\u5982\u679c\u4e3atrue":[3,57],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":37,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":50,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":57,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":74,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":49,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":74,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":59,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":57,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":75,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":74,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[43,44],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":49,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":67,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":51,"\u5982\u679c\u4f7f\u7528":[55,66],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":40,"\u5982\u679c\u4f7f\u7528nvidia":38,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":60,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":28,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":35,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":35,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":66,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":57,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":57,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":57,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":35,"\u5982\u679c\u5931\u8d25":32,"\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":73,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":35,"\u5982\u679c\u5df2\u5b89\u88c5":73,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":62,"\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":37,"\u5982\u679c\u60a8\u5728\u56fd\u5185":38,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":38,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":72,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":54,"\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":54,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":54,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":46,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":54,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":54,"\u5982\u679c\u6267\u884c\u5931\u8d25":60,"\u5982\u679c\u6267\u884c\u6210\u529f":68,"\u5982\u679c\u63d0\u793a\u6b63\u786e":52,"\u5982\u679c\u63d0\u793a\u9519\u8bef":52,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":74,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":60,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":72,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":48,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":48,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":50,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":32,"\u5982\u679c\u672a\u8bbe\u7f6e":57,"\u5982\u679c\u672a\u8bbe\u7f6egpu":59,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":29,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":54,"\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":57,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":48,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":75,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":50,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":57,"\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":66,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":35,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":28,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":54,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":55,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":35,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":51,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":49,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":32,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":74,"\u5982\u679c\u8981\u4f7f\u7528gpu":38,"\u5982\u679c\u8981\u542f\u7528gpu":55,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":50,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":50,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":35,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":72,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":35,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":57,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":50,"\u5982\u679c\u8bf4\u4e00\u4e2adocker\u955c\u50cf\u5c31\u662f\u4e00\u4e2a\u7a0b\u5e8f":38,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":28,"\u5982\u679c\u8f93\u51fa\u662fno":38,"\u5982\u679c\u8fd0\u884c":35,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[68,74],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":55,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":38,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":51,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":51,"\u5982\u679clearning_rate\u592a\u5927":35,"\u5982\u679clearning_rate\u592a\u5c0f":35,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":35,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":50,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":35,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":50,"\u5982\u9ad8\u4eae\u90e8\u5206":54,"\u5b50":46,"\u5b50\u53e5":48,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":48,"\u5b57\u5178":75,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":75,"\u5b57\u5178\u5171\u5305\u542b":66,"\u5b57\u5178\u6587\u4ef6":[73,74],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":66,"\u5b57\u5178imdb":74,"\u5b57\u6bb5\u4e2d":62,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":62,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":62,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":60,"\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":74,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":75,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":72,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":74,"\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u5b66\u4e60\u7b97\u6cd5":36,"\u5b66\u672f":71,"\u5b81\u6ce2":46,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":74,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":36,"\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":55,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":68,"\u5b83\u5305\u542b\u4e86\u8fd9\u4e2a\u8f6f\u4ef6\u672c\u8eab\u548c\u5b83\u6240\u4f9d\u8d56\u7684\u8fd0\u884c\u73af\u5883":38,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":51,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":51,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":40,"\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":75,"\u5b83\u53eb\u505a":49,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":74,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":55,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":50,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":54,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":75,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":51,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":75,"\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":55,"\u5b83\u5b9a\u4e49\u4e86":49,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":36,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":49,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":55,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":75,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":68,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":75,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":51,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":46,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":46,"\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":55,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":75,"\u5b83\u7684":49,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":74,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":45,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":74,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":51,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":74,"\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":74,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":36,"\u5b83\u8fd4\u56degen":75,"\u5b83\u8fd4\u56detrain":75,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":74,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":51,"\u5b89\u6392":46,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":42,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":40,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":29,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":52,"\u5b89\u88c5\u5b8c\u6210\u540e":40,"\u5b89\u88c5\u6587\u6863":41,"\u5b89\u88c5\u6d41\u7a0b":70,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":70,"\u5b89\u88c5pillow":67,"\u5b89\u9759":46,"\u5b8c\u6210":50,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":26,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":48,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":62,"\u5b8c\u6210\u5f00\u53d1":38,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":45,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":41,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":35,"\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":51,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":49,"\u5b98\u65b9\u6587\u6863":37,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":48,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":48,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":73,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":67,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":36,"\u5b9a\u4e49\u5728\u5916\u5c42":48,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":57,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":36,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":49,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":49,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":74,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":36,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":49,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":49,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":41,"\u5b9e\u4f8b\u5982\u4e0b":73,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":46,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":51,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":49,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":51,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":51,"\u5b9e\u73b0\u7b80\u5355":28,"\u5b9e\u73b0\u7ec6\u8282":51,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":51,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":51,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":48,"\u5b9e\u73b0\u8be5\u5c42\u7684c":51,"\u5b9e\u9645\u4e0a":38,"\u5b9e\u9645\u4e0a\u53ea\u6709":68,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":71,"\u5ba2\u6237":46,"\u5ba2\u6237\u670d\u52a1":71,"\u5bb6":46,"\u5bb9\u5668":[38,60],"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":60,"\u5bb9\u5668\u4f7f\u7528":38,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":62,"\u5bbf\u4e3b\u673a\u662flinux":44,"\u5bbf\u4e3b\u673a\u7684c":[43,44],"\u5bbf\u4e3b\u673a\u76ee\u5f55":60,"\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":54,"\u5bf9":46,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,41],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,41],"\u5bf9\u4e8e":49,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":28,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":46,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":46,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":46,"\u5bf9\u4e8e\u53cc\u5c42rnn":46,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":28,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":46,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":28,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":28,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":51,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":75,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":46,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":46,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":72,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":29,"\u5bf9\u4e8e\u6bcf\u79cdc":29,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":70,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":49,"\u5bf9\u4e8eamazon":70,"\u5bf9\u4e8erasspberri":44,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":51,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":67,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":50,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":48,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":48,"\u5bf9\u5e94\u4e8e\u5b57\u5178":66,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":75,"\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":70,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":74,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":75,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":51,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":51,"\u5bf9\u6bd4":28,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":51,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":50,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":50,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":70,"\u5bf9\u8c61":35,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":72,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":29,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":48,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":32,"\u5bf9\u9762":46,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,41],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":29,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":35,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":35,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":35,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":35,"\u5c01\u88c5\u4e86":54,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":51,"\u5c06":[3,32,35,54,70],"\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":49,"\u5c06\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6\u6216\u76ee\u5f55\u6302\u8f7d\u5230":38,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":72,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":43,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":57,"\u5c06\u5176\u8bbe\u7f6e\u6210":35,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":46,"\u5c06\u542b\u6709\u5b50\u53e5":48,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":67,"\u5c06\u5728":67,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":55,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":60,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":46,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":57,"\u5c06\u5927\u91cf\u7684":28,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":35,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":49,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":66,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":67,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":32,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":51,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":72,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":50,"\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":62,"\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":75,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":62,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":62,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":66,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":62,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":70,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":55,"\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":46,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":50,"\u5c06\u900f\u660e":55,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":62,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":32,"\u5c11\u4e8e5":55,"\u5c1a\u53ef":46,"\u5c31":46,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":38,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":60,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":35,"\u5c31\u662f":46,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":36,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":54,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":70,"\u5c31\u8fd9\u4e48\u7b80\u5355":38,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":54,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":28,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":38,"\u5c3a\u5bf8":68,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":67,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":73,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":51,"\u5c42\u6743\u91cd":68,"\u5c42\u6b21\u5316\u7684rnn":48,"\u5c42\u7279\u5f81":68,"\u5c42\u7684\u540d\u79f0\u4e0e":49,"\u5c42\u7684\u5927\u5c0f":51,"\u5c42\u7684\u7279\u5f81":68,"\u5c42\u7684\u7c7b\u578b":51,"\u5c42\u7684\u8f93\u5165":73,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":73,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":49,"\u5c42\u7ec4\u6210\u4e00\u5bf9":73,"\u5c45\u7136":46,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":75,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":70,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":72,"\u5c5e\u6027":73,"\u5d4c\u5165\u5c42":72,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":72,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":72,"\u5de5\u4f5c\u6a21\u5f0f":57,"\u5de5\u4f5c\u7a7a\u95f4":55,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":55,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":55,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":55,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":55,"\u5de5\u5177":74,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":74,"\u5de5\u5177\u6765\u7ba1\u7406":50,"\u5de5\u5177\u94fe\u7684android":43,"\u5de5\u7a0b\u5e08":71,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":68,"\u5de6\u8fb9\u662f":68,"\u5dee\u8bc4":70,"\u5df2\u6253\u5f00":50,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":57,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":55,"\u5e02\u573a":71,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":54,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":72,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":48,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":48,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":45,"\u5e38\u5e38\u51fa\u73b0":35,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":70,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":60,"\u5e72\u51c0":46,"\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":66,"\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":67,"\u5e74\u9f84":71,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":71,"\u5e74\u9f84\u548c\u804c\u4e1a":72,"\u5e76\u4e0d\u4fdd\u8bc1":51,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":46,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":62,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":46,"\u5e76\u4e14":[3,49],"\u5e76\u4e14\u4f7f\u7528":29,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":46,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":75,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":59,"\u5e76\u4e14\u5305\u62ecunit":50,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":68,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":35,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":36,"\u5e76\u4e14\u542f\u52a8\u540e\u6267\u884c":38,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":62,"\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":28,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":70,"\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":68,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":72,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":75,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":41,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":26,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":26,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":35,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":74,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":50,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":28,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":50,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":75,"\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":55,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":51,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":35,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":73,"\u5e76\u4f7f\u7528\u4e86dropout":70,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":67,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":50,"\u5e76\u521b\u5efaoptim":41,"\u5e76\u5220\u9664":32,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":32,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":51,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":49,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":38,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":51,"\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":51,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":49,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":75,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":75,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":36,"\u5e76\u5c06c":29,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":75,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":74,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":75,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":74,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":28,"\u5e76\u7531":73,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":67,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":66,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[43,44],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":73,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":54,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":50,"\u5e76\u8bbe\u7f6e":[40,55],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":41,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":32,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":70,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":32,"\u5e8a\u4e0a\u7528\u54c1":46,"\u5e8a\u57ab":46,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":45,"\u5e8f\u5217\u5230\u5e8f\u5217":75,"\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":48,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":45,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":48,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":48,"\u5e8f\u5217\u7684\u5f00\u59cb":75,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":45,"\u5e8f\u5217\u7684\u7ed3\u5c3e":75,"\u5e8f\u5217\u7684\u7ed3\u675f":75,"\u5e93":55,"\u5e93\u7684\u8def\u5f84":55,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u5e94\u7528\u6a21\u578b":70,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":50,"\u5e94\u8be5":46,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":49,"\u5e94\u8be5\u8bf4\u8c22\u8c22":50,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":35,"\u5e95\u5c42\u8fdb\u7a0b":55,"\u5efa\u7acb\u4e00\u4e2a":50,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[32,50],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":55,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":57,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":29,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":50,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":38,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":32,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":52,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":32,"\u5f00\u53d1\u955c\u50cf":[38,50],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":38,"\u5f00\u59cb":36,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":49,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":70,"\u5f00\u59cb\u9636\u6bb5":54,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":56,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":74,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":49,"\u5f15\u7528":55,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":48,"\u5f3a\u70c8\u63a8\u8350":46,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":72,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":49,"\u5f53":59,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":74,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":51,"\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":75,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":75,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":49,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":51,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":46,"\u5f53\u524d\u8bc4\u4f30\u4e2d":75,"\u5f53\u524dbatch\u7684cost":75,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":70,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":70,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":32,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":57,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":57,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":60,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":62,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":57,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":70,"\u5f53\u6a21\u5f0f\u4e3a":57,"\u5f53\u7136":54,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":29,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":51,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":49,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":57,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":59,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":75,"\u5f53classif":75,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":26,"\u5f62\u6210recurr":48,"\u5f62\u6210recurrent\u8fde\u63a5":48,"\u5f62\u72b6":68,"\u5f88":[46,70],"\u5f88\u591a":46,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":38,"\u5f88\u5b89\u9759":46,"\u5f88\u5e72\u51c0":46,"\u5f88\u65b9\u4fbf":46,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":54,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":67,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":71,"\u5f97":46,"\u5f97\u4f7f\u7528":28,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":70,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":72,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":48,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":49,"\u5faa\u73af\u7f51\u7edc\u4ece":49,"\u5fc5\u8981":29,"\u5fc5\u987b":51,"\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":46,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":48,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":49,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":43,"\u5fc5\u987b\u914d\u7f6e\u4e3a":44,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":74,"\u5feb":[46,74],"\u5feb\u901f\u5165\u95e8":69,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":60,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":60,"\u6027\u4ef7\u6bd4":46,"\u6027\u522b":[71,72],"\u6027\u80fd\u5206\u6790":54,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":54,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":54,"\u6027\u80fd\u8c03\u4f18":56,"\u603b\u4f53\u6765\u8bf4":46,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":66,"\u603b\u8bc4\u520610\u5206":74,"\u6050\u6016\u7247":71,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":54,"\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":54,"\u60a8\u53ef\u4ee5\u5bfc\u5165":54,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":54,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":49,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":54,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":54,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":54,"\u60a8\u9700\u8981\u66f4\u6539":38,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":54,"\u60ac\u7591\u7247":71,"\u60c5\u6001\u52a8\u8bcd":73,"\u60c5\u611f\u5206\u6790":[32,69],"\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":74,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":74,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":74,"\u60ca\u9669\u7535\u5f71":71,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":74,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":49,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":57,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":57,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":57,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":57,"\u611f\u89c9":46,"\u620f\u5267":71,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":62,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":51,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":54,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":29,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":41,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":72,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":51,"\u6211\u4eec\u4ec5\u7528":72,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":61,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":62,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":70,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":75,"\u6211\u4eec\u4f1a\u5728":38,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":51,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":51,"\u6211\u4eec\u4f7f\u7528":[51,55,74],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":41,"\u6211\u4eec\u4f7f\u7528\u4e86":46,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":75,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":74,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":75,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":73,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":75,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":68,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":59,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":36,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":36,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":67,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":41,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":74,"\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":74,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":61,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":46,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":70,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":50,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":67,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":41,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":49,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":41,"\u6211\u4eec\u53ef\u4ee5\u5728":50,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":41,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":41,"\u6211\u4eec\u53ef\u4ee5\u5c06":55,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":45,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":72,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":36,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":74,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":48,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":67,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":62,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":75,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":49,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":75,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":75,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":70,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":49,"\u6211\u4eec\u5c06":[62,72],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":46,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":61,"\u6211\u4eec\u5c06\u4ee5":[55,70],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":70,"\u6211\u4eec\u5c06\u4f7f\u7528":49,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":49,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":67,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":46,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":70,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":56,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":70,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":55,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":72,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":55,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":67,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":70,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":70,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":50,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":36,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\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":36,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":67,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":51,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":51,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":70,"\u6211\u4eec\u611f\u8c22":75,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":38,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":38,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":37,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":39,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":74,"\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":74,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":52,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":38,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":74,"\u6211\u4eec\u63d0\u4f9b\u4e86c":68,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":38,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":26,"\u6211\u4eec\u65e0\u6cd5\u5728docker\u5bb9\u5668\u4e2d":38,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":46,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":49,"\u6211\u4eec\u7528":71,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":72,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":72,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":36,"\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":66,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":50,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":73,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":46,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":74,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":50,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":45,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":26,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":61,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":49,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":46,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":55,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":62,"\u6211\u4eec\u9075\u5faa":75,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":73,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":70,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":38,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":67,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":75,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":61,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":55,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":51,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":72,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":74,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":72,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":66,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":72,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":41,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":74,"\u6211\u5220\u9664\u4e86":50,"\u6216":[3,54,67,73],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6216\u4e00\u4e2a\u5411\u91cf":48,"\u6216\u4e0d\u786e\u5b9a":71,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":72,"\u6216\u6700\u5927\u503c":45,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":45,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":45,"\u6216\u8005":[28,29,35,38,40,45,46,54],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[45,48],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":54,"\u6216\u8005\u53cd\u5411\u5730\u4ece":49,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":57,"\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":56,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":46,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":74,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":54,"\u6216\u8005\u66f4\u65e9":35,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":46,"\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":68,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":35,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[43,44],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":35,"\u6216\u8005\u8fd0\u884c":35,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":59,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":38,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":57,"\u6216gpu\u4e2a\u6570":74,"\u6218\u4e89\u7247":71,"\u623f":46,"\u623f\u95f4":46,"\u6240\u4ee5":[3,35],"\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":74,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":35,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":36,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":61,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":46,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":38,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":60,"\u6240\u4ee5\u5bf9":46,"\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":36,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":54,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":61,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":62,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":46,"\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":36,"\u6240\u4ee5\u65e0\u9700\u5224\u65adavx\u5373\u53ef\u4f7f\u7528":38,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":26,"\u6240\u4ee5\u8bad\u7ec3":55,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":51,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":44,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":46,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":29,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":50,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":57,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":74,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":55,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":55,"\u6240\u6709\u67b6\u6784":43,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":74,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":38,"\u6240\u6709\u7684":[50,51],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":71,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":51,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":29,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":46,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":51,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":51,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":29,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":51,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":55,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":49,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":70,"\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":68,"\u6240\u793a":73,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":43,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u624b\u5de5\u827a\u8005":71,"\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":46,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":38,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":54,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":72,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":37,"\u6253\u5f00":54,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":52,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":29,"\u6267\u884c":[40,73,74],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":74,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[43,44],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":49,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[43,44],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":54,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":68,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":60,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":72,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":73,"\u6279\u6b21\u7684\u6570\u636e":72,"\u627e\u5230":49,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":54,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":54,"\u6280\u672f\u5458":71,"\u628a":[20,51],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":74,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":38,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":61,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":74,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":49,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":49,"\u62a5\u9519":40,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":66,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":66,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":75,"\u62c6\u89e3":48,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":46,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":62,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":70,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":38,"\u6302\u8f7dvolum":38,"\u6307\u5411\u4e00\u4e2alayer":48,"\u6307\u5b9a":[35,48,49],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":57,"\u6307\u5b9a\u4f7f\u75282":35,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":70,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":57,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":68,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":68,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":68,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":68,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":70,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":75,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":70,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":48,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":70,"\u6307\u5b9abatch":75,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":57,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":46,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":57,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":57,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":57,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":57,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":57,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":57,"\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":57,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":73,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":73,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":57,"\u6309\u7167":44,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":62,"\u6309\u94ae":50,"\u633a":46,"\u633a\u597d":46,"\u6355\u83b7":70,"\u6362":46,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":45,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":41,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":41,"\u63a5\u4e0b\u6765":[70,74],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":54,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":50,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":50,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":70,"\u63a5\u4e0b\u6765\u7b49\u5f85":50,"\u63a5\u53d7":73,"\u63a5\u53d7\u7684\u4e1c\u897f":73,"\u63a5\u53d7\u8005":73,"\u63a5\u53e3":[28,29],"\u63a5\u53e3\u540d\u79f0":55,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":29,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":68,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":35,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":70,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":68,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":68,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":26,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":38,"\u63a7\u5236":57,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":36,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":38,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":38,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":38,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":51,"\u63a8\u8350":46,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u56fd\u5185\u7528\u6237\u4f7f\u7528ocker":38,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":37,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":55,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":50,"\u63a8\u9500\u5458":71,"\u63cf\u8ff0":37,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":70,"\u63cf\u8ff0\u95ee\u9898":50,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":60,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":52,"\u63d0\u4ea4pull":50,"\u63d0\u4f9b":55,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":26,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":62,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":55,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":55,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":55,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":26,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":45,"\u63d0\u4f9b\u6700\u65b0":38,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":26,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":55,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":66,"\u63d0\u793a":35,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":41,"\u64cd\u4f5c":46,"\u64cd\u6301\u5bb6\u52a1\u8005":71,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":40,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[47,48],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":26,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":43,"\u652f\u6301nvidia":40,"\u652f\u6301rbd":60,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":62,"\u653e\u5fc3":46,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u6548\u679c\u603b\u7ed3":70,"\u6559\u7a0b\u6587\u6863\u5230":55,"\u6559\u80b2\u5de5\u4f5c\u8005":71,"\u6570":[48,73],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":48,"\u6570\u636e":[26,75],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":67,"\u6570\u636e\u4e2d0":35,"\u6570\u636e\u5217\u8868":68,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":66,"\u6570\u636e\u5c42":[36,72],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":55,"\u6570\u636e\u63d0\u4f9b\u5668":56,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":72,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":72,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":55,"\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":28,"\u6570\u636e\u8f93\u5165":48,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":26,"\u6570\u636e\u96c6":71,"\u6570\u636e\u96c6\u63cf\u8ff0":72,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":75,"\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":70,"\u6570\u636e\u9884\u6d4b":73,"\u6570\u6910\u5b9a\u4e49":74,"\u6570\u6910\u8bf4\u660e\u6587\u6863":74,"\u6570\u6910\u96c6\u548c":74,"\u6570\u76ee":59,"\u6574\u4f53":46,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":46,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":62,"\u6574\u6570":51,"\u6574\u6570\u6807\u7b7e":[3,41],"\u6574\u6d01":46,"\u6587\u4e66\u5de5\u4f5c":71,"\u6587\u4ef6":[28,50,61,73],"\u6587\u4ef6\u4e2d":[62,68,71,73],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":68,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":68,"\u6587\u4ef6\u4e2d\u7684":68,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":75,"\u6587\u4ef6\u4e3a":[35,75],"\u6587\u4ef6\u4e4b\u5916":50,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":68,"\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":26,"\u6587\u4ef6\u5185\u5bb9\u4e3a":28,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":72,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":72,"\u6587\u4ef6\u59390":62,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":75,"\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":26,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":72,"\u6587\u4ef6\u7684\u6539\u53d8":50,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":72,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":67,"\u6587\u4ef6\u7cfb\u7edf\u4ee5\u53ca\u7f51\u7edc\u4e4b\u4e0a":38,"\u6587\u4ef6\u7d22\u5f15":55,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":70,"\u6587\u4ef6model":59,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":38,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":70,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":70,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":70,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":72,"\u6587\u672c\u6295\u5f71\u5c42":72,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":74,"\u6587\u6863":35,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":38,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":73,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":52,"\u6587\u7ae0":62,"\u65b0":46,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":51,"\u65b0\u624b\u5165\u95e8":65,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":32,"\u65b9\u4fbf":46,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":37,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":38,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":32,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u65b9\u5f0f1":35,"\u65b9\u5f0f2":35,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":73,"\u65b9\u6cd5\u4e00":59,"\u65b9\u6cd5\u4e09":59,"\u65b9\u6cd5\u4e8c":59,"\u65c1\u8fb9":46,"\u65c5\u6e38\u7f51\u7ad9":74,"\u65e0":46,"\u65e0\u4e1a\u4eba\u58eb":71,"\u65e0\u5ef6\u8fdf":57,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":28,"\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":[43,44],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":74,"\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":75,"\u65e9\u9910":46,"\u65f6":[19,35,45,49,51,57,62],"\u65f6\u5019":46,"\u65f6\u52a0\u4e0a":74,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":70,"\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":75,"\u65f6\u88ab\u8bad\u7ec3\u7684":51,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":59,"\u65f6\u95f4":46,"\u65f6\u95f4\u6233":71,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":71,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":46,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":51,"\u662f":[26,37,46],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":51,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":54,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":54,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":73,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":45,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":28,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":54,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":59,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":36,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":29,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":75,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":74,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":51,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":48,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,41],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":48,"\u662f\u4e00\u7ec4":60,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":61,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":28,"\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":73,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":36,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":35,"\u662f\u504f\u5dee":49,"\u662f\u5176\u5927\u5c0f":36,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":75,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":29,"\u662f\u5411\u91cf":51,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":48,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":37,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":57,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":51,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":43,"\u662f\u5426\u4f7f\u7528gpu":72,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":75,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[43,44],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":37,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":57,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":37,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":37,"\u662f\u5426\u5f00\u542frdma":37,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":57,"\u662f\u5426\u652f\u6301gpu":37,"\u662f\u5426\u663e\u793a":57,"\u662f\u5426\u7a00\u758f":51,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":37,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":37,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":37,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":37,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":37,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":57,"\u662f\u56e0\u4e3ac99\u652f\u6301":28,"\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":73,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":49,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":36,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":51,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":51,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":26,"\u662f\u5e8f\u5217":72,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":45,"\u662f\u6211\u4eec":50,"\u662f\u6307":29,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":46,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":46,"\u662f\u6570\u636e\u8f93\u5165":49,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":72,"\u662f\u6709\u610f\u4e49\u7684":46,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":49,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":36,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":73,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":75,"\u662f\u7528\u6237\u4f7f\u7528c":29,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":75,"\u662f\u77e9\u9635":51,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":36,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":67,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":51,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":51,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":51,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":51,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":51,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":51,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":51,"\u662f\u8f93\u5165":49,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":68,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":54,"\u662fc":29,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":48,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":60,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":54,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":48,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":70,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":60,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":51,"\u662frnn\u72b6\u6001":49,"\u663e":70,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":46,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":39,"\u6682\u4e0d\u8003\u8651\u5728\u5185":35,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":29,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":35,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":74,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":74,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":44,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":48,"\u66f4\u5feb":49,"\u66f4\u65b0":35,"\u66f4\u65b0\u6a21\u5f0f":35,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":35,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":70,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":70,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":70,"\u66f4\u8fdb\u4e00\u6b65":48,"\u66f4\u9ad8":49,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":48,"\u6700":46,"\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":75,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":62,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,50,51,55,70,74],"\u6700\u540e\u4e00\u4e2a":45,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":41,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":36,"\u6700\u540e\u5220\u9664":32,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":51,"\u6700\u597d\u7684\u6a21\u578b\u662f":74,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":57,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":28,"\u6700\u65b0\u7684\u4ee3\u7801":50,"\u6700\u65b0log":74,"\u6700\u7ec8":51,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":48,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":41,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":38,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":48,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":36,"\u6708\u6e56":46,"\u6709":46,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":60,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[43,44],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":75,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":72,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":51,"\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":51,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":35,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":71,"\u6709\u5173":46,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":43,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":41,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":62,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":74,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":55,"\u6709\u65f6\u79f0\u4e3a":74,"\u6709\u6807\u51c6\u7684":28,"\u6709\u7684\u65f6\u5019":28,"\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":54,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":35,"\u670d\u52a1":46,"\u670d\u52a1\u5458":46,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":75,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":74,"\u672a\u77e5\u8bcd":66,"\u672c\u4f8b\u4e2d\u4e3a0":66,"\u672c\u4f8b\u4e2d\u4e3a32":66,"\u672c\u4f8b\u4e2d\u4e3a4":66,"\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":46,"\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":70,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":70,"\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":70,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":70,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":32,"\u672c\u5730\u6d4b\u8bd5":56,"\u672c\u5730\u8bad\u7ec3":56,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":59,"\u672c\u5b9e\u4f8b\u4e2d":66,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":70,"\u672c\u5c42\u5c3a\u5bf8":68,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":68,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":68,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":73,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":49,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":74,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":68,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":46,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":36,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":46,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":46,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":60,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":62,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":66,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":60,"\u672c\u6587\u6863\u5c06\u4ee5linux":43,"\u672c\u6587\u6863\u63cf\u8ff0paddl":29,"\u672c\u6765":46,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":62,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":62,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":62,"\u672c\u6b21\u8bd5\u9a8c":70,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":46,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":46,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":74,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":75,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":75,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":75,"\u673a\u5668\u7684\u8bbe\u5907":59,"\u673a\u5668\u7ffb\u8bd1":[32,69],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":57,"\u6761\u4ef6\u4e0b":60,"\u6765":46,"\u6765\u4e0b\u8f7ddocker\u955c\u50cf":38,"\u6765\u4ee3\u66ff":50,"\u6765\u4f7f\u7528\u4e00\u4e2a\u955c\u50cf\u542f\u52a8\u4e00\u4e2a\u5bb9\u5668":38,"\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":51,"\u6765\u505ableu\u8bc4\u4f30":75,"\u6765\u505c\u6b62\u8bad\u7ec3":72,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":54,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":72,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":72,"\u6765\u5217\u51fa\u5f53\u524d\u7cfb\u7edf\u4e2d\u7684\u6240\u6709\u955c\u50cf":38,"\u6765\u521d\u59cb\u5316\u53c2\u6570":35,"\u6765\u5b89\u88c5":55,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":41,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":46,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":70,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":74,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[43,44],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":51,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":68,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":41,"\u6765\u6ce8\u518c\u8be5\u5c42":51,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":59,"\u6765\u751f\u6210\u5e8f\u5217":75,"\u6765\u7684\u79d2\u6570":71,"\u6765\u786e\u4fdd\u628a":28,"\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":51,"\u6765\u8868\u793a":49,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":73,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":28,"\u6765\u8ba1\u7b97\u68af\u5ea6":51,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":46,"\u6765\u8bbe\u7f6e":35,"\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":50,"\u6765\u8fd0\u884c":55,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":54,"\u6765\u8fd0\u884c\u955c\u50cf":38,"\u6765\u8fdb\u884c\u8ba8\u8bba":29,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":35,"\u676f\u5b50":46,"\u6784\u5efa":43,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":45,"\u6784\u9020":62,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":74,"\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":46,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":56,"\u67e5\u770b":[50,70],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":40,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":50,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":50,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":50,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":61,"\u6807\u51c6\u5dee\u4e3a":35,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":32,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":73,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":67,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":67,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":74,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":74,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":38,"\u6807\u7b7e\u6587\u4ef6":73,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":73,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":57,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":59,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":62,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":55,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":71,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":66,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":57,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":56,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":57,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":57,"\u6839\u636ecpu":38,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":61,"\u683c\u5f0f":57,"\u683c\u5f0f\u5982\u4e0b":70,"\u683c\u5f0f\u8bf4\u660e":66,"\u68af\u5ea6\u4f1a\u5c31\u5730":51,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":57,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":51,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":57,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":51,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":51,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":70,"\u697c\u5c42":46,"\u6a21\u5757":67,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":73,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":35,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":74,"\u6a21\u578b\u5171\u5305\u542b1":66,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":73,"\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":67,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":70,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":73,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":75,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":55,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":75,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":49,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":49,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":49,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":66,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":49,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":72,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":70,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":36,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":41,"\u6a21\u578b\u8def\u5f84":[68,73],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":73,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":28,"\u6a21\u578b\u91c7\u7528":66,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":46,"\u6b22\u8fce\u901a\u8fc7":50,"\u6b63\u6837\u672c":70,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":35,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":56,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":74,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":74,"\u6b64\u547d\u4ee4\u5c06\u5728your":43,"\u6b64\u5904":66,"\u6b64\u5904\u90fd\u4e3a2":46,"\u6b64\u5916":[43,50],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":54,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":74,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":38,"\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":48,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":74,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":73,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":74,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":73,"\u6bcf\u4e00\u4e2a":32,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":70,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":46,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":46,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":72,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":55,"\u6bcf\u4e00\u4e2akey\u7531":72,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":46,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":74,"\u6bcf\u4e2a":[55,73],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6bcf\u4e2a\u5355\u5c42rnn":48,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":75,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":46,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":49,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":49,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":46,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":67,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":75,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":75,"\u6bcf\u4e2a\u5c42\u5728\u5176":51,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":70,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":57,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":75,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":74,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":74,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":48,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":46,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":51,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":46,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":46,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":72,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":72,"\u6bcf\u4e2a\u72b6\u6001":48,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":67,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":67,"\u6bcf\u4e2a\u7ebf\u7a0b":57,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":57,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":75,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":57,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":74,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":74,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":51,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":51,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":75,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":50,"\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":70,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":70,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":62,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":71,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":57,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":59,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":75,"\u6bcf\u6279\u6b21":57,"\u6bcf\u6b21":38,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":50,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":50,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":74,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":75,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":70,"\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":66,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":68,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":66,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":51,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":75,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":57,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":57,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":57,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":57,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":70,"\u6bcfdot":57,"\u6bcflog":57,"\u6bcfsave":57,"\u6bcftest":57,"\u6bd4\u5982":[20,35,38,43,50,70],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":46,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":50,"\u6bd4\u5982\u5c06":32,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[43,44],"\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":35,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":60,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":50,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":46,"\u6c49\u5ead":46,"\u6c60\u5316\u5c42":67,"\u6ca1":46,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":40,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":66,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[43,44],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":71,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":72,"\u6cd5\u8bed":75,"\u6ce8":[19,38],"\u6ce8\u610f":[3,37,38,41,43,44,49,51,52,62,67],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":62,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":59,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":74,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":62,"\u6ce8\u91ca\u6389":74,"\u6cf3\u6c60":46,"\u6d41":46,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":50,"\u6d44":46,"\u6d4b\u8bd5":50,"\u6d4b\u8bd5\u6570\u636e":55,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":55,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":75,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":55,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":55,"\u6d4b\u8bd5\u6570\u6910\u96c6":74,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":57,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":50,"\u6d4b\u8bd5\u6837\u672c":55,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":74,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":59,"\u6d4b\u8bd5\u811a\u672c\u662f":73,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":74,"\u6d4b\u8bd5docker\u955c\u50cf":32,"\u6d4b\u8bd5model_list":56,"\u6d4b\u8bd5save_dir":56,"\u6d4f\u89c8\u4ee3\u7801":38,"\u6d6a\u6f2b\u7247":71,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":66,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":51,"\u6dd8\u5b9d\u7b49":74,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":73,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":42,"\u6df7\u5408":73,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":49,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":62,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":35,"\u6e29\u99a8":46,"\u6e90":75,"\u6e90\u4ee3\u7801":[38,70],"\u6e90\u4ee3\u7801\u683c\u5f0f":50,"\u6e90\u5b57\u5178":75,"\u6e90\u5e8f\u5217":49,"\u6e90\u7801":38,"\u6e90\u7801\u4e0edemo":61,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":52,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":44,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":75,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":66,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":66,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":66,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":68,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":68,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":73,"\u6f14\u793a\u91c7\u7528":73,"\u6fc0\u6d3b":51,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":70,"\u6fc0\u6d3b\u65b9\u7a0b":51,"\u6fc0\u6d3b\u7684\u7c7b\u578b":51,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":46,"\u7136\u540e":[54,55,66,72],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":36,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":48,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":75,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":74,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":72,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":36,"\u7136\u540e\u5355\u51fb":50,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":62,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":68,"\u7136\u540e\u5728":75,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":46,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":38,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":75,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":35,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":35,"\u7136\u540e\u5b9a\u4e49":49,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":62,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":26,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":72,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":72,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":75,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":73,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":72,"\u7136\u540e\u6240\u6709\u7528":50,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":26,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":68,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":61,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":50,"\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":74,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":75,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":72,"\u7136\u540e\u70b9\u51fb":50,"\u7136\u540e\u7528\u5bc6\u7801":38,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":72,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":62,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":51,"\u7136\u540e\u89e3\u538b":75,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":75,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":72,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":72,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":62,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":62,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":35,"\u7136\u800c":[49,57],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":74,"\u7248\u672c":40,"\u7248\u672c\u5206\u652f":32,"\u7248\u672c\u53f7":32,"\u7248\u672c\u53f7rc":32,"\u7248\u672c\u5728":50,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":32,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":35,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":73,"\u7279\u5f81":72,"\u7279\u5f81\u56fe\u5747\u503c":68,"\u7279\u5f81\u56fe\u65b9\u5dee":68,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":68,"\u7279\u5f81\u6587\u4ef6":73,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":72,"\u72af\u7f6a\u7247":71,"\u72ec\u7acb\u5de5\u5177\u94fe":43,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":43,"\u73af\u5883\u53d8\u91cf":62,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":35,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":72,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":28,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":74,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":54,"\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":[38,50],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":38,"\u751f\u6210":62,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":28,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":52,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":49,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":75,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":75,"\u751f\u6210\u6587\u6863":28,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":38,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":62,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":35,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":75,"\u751f\u6210\u7684html\u7248\u672c\u7684c":38,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":72,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":51,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":50,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":72,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":38,"\u751f\u6210api\u6587\u6863":28,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":38,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":26,"\u7528":[26,71,72,73],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":70,"\u7528\u4e8e":55,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":74,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":51,"\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":59,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":57,"\u7528\u4e8e\u653e\u7f6e":55,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":66,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":57,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":74,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":49,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":67,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":55,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":55,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":49,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":46,"\u7528\u6237":55,"\u7528\u62371\u7684\u7279\u5f81":72,"\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":44,"\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":48,"\u7528\u6237\u53ea\u9700\u6267\u884c":73,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":73,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":38,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":38,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":52,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":52,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":66,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":29,"\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":70,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":29,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":57,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":59,"\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":38,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":37,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":37,"\u7528\u6237\u53ef\u5c06":43,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":43,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":44,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":43,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":43,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":44,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":35,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":52,"\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":62,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":73,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":35,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":66,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":72,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":26,"\u7528\u6237\u7279\u5f81":72,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":73,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[43,44],"\u7528\u6237\u901a\u8fc7c":29,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":59,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[43,44],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":35,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[43,44],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":52,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":72,"\u7528\u6237id":71,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":71,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":51,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":36,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":72,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":72,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":36,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":62,"\u7531":48,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":44,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":38,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":46,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":60,"\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":36,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":71,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":51,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":73,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":75,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":68,"\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":28,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":26,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":36,"\u7531\u4e8epypi":32,"\u7531\u4e8estep":48,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":45,"\u7531grouplen":71,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":26,"\u7535\u5f711\u7684\u7279\u5f81":72,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":71,"\u7535\u5f71\u540d\u5b57\u6bb5":72,"\u7535\u5f71\u540d\u79f0":71,"\u7535\u5f71\u548c\u7528\u6237":72,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":72,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":71,"\u7535\u5f71\u7279\u5f81":72,"\u7535\u5f71\u7c7b\u578b":71,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":71,"\u7535\u5f71id":71,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":71,"\u7535\u8111":46,"\u767e\u4e07\u6570\u636e\u96c6":71,"\u7684":[46,50,55,61,62,70,74],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":48,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":36,"\u7684\u4e00\u79cd":75,"\u7684\u4e3a0":57,"\u7684\u4e3b\u8981\u90e8\u5206":73,"\u7684\u4efb\u4e00\u4e00\u79cd":35,"\u7684\u4efb\u52a1":75,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":45,"\u7684\u503c":[43,44],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":43,"\u7684\u504f\u7f6e\u5411\u91cf":51,"\u7684\u5185\u5b58":35,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":75,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":62,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":54,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":68,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":72,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":57,"\u7684\u53d8\u6362\u77e9\u9635":51,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":74,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":49,"\u7684\u540e\u7f00":71,"\u7684\u5411\u91cf":51,"\u7684\u542f\u52a8\u53c2\u6570":62,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":62,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u7684\u5730\u5740":60,"\u7684\u5730\u65b9":50,"\u7684\u5747\u5300\u5206\u5e03":35,"\u7684\u5934\u6587\u4ef6":28,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":36,"\u7684\u5e73\u5747\u503c":45,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":46,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":50,"\u7684\u603b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":28,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":50,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":70,"\u7684\u6570\u76ee\u4e00\u81f4":45,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":50,"\u7684\u65b9\u5f0f":38,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":75,"\u7684\u65b9\u7a0b":51,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":40,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":35,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":46,"\u7684\u6700\u5c0f\u503c":57,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":50,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":49,"\u7684\u6837\u5f0f":50,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":48,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":73,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":50,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":28,"\u7684\u7248\u672c\u53f7":66,"\u7684\u7279\u5f81":68,"\u7684\u72b6\u6001":48,"\u7684\u7528\u6237\u53c2\u8003":55,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":72,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":36,"\u7684\u77e9\u9635":51,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":75,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":51,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":73,"\u7684\u7b2ci\u4e2a\u503c":51,"\u7684\u7b2cj\u4e2a\u503c":51,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":55,"\u7684\u7ed3\u6784\u5982\u4e0b":72,"\u7684\u7ef4\u5ea6":66,"\u7684\u7f29\u5199":26,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":75,"\u7684\u89c4\u8303":28,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":70,"\u7684\u8bdd":35,"\u7684\u8def\u5f84\u4e2d":74,"\u7684\u8f93\u5165":48,"\u7684\u8f93\u51fa":54,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":54,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":49,"\u7684\u8f93\u51fa\u683c\u5f0f":46,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":49,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":71,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":50,"\u7684\u90e8\u5206":55,"\u7684\u914d\u7f6e":66,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":50,"\u7684docker\u955c\u50cf":38,"\u76ee\u524d":[48,73],"\u76ee\u524d\u4f7f\u7528":50,"\u76ee\u524d\u53ea\u652f\u6301":43,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\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":[43,44],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":26,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":45,"\u76ee\u524d\u652f\u6301fail":57,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":57,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":48,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":28,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":52,"\u76ee\u5f55":[43,44,55,61,62,74],"\u76ee\u5f55\u4e0b":[29,38,51,70,75],"\u76ee\u5f55\u4e0b\u627e\u5230":70,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":43,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":35,"\u76ee\u5f55\u4e2d":[55,72],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[43,44],"\u76ee\u5f55\u4e2d\u7684":[54,55],"\u76ee\u5f55\u4e2dpaddl":62,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":73,"\u76ee\u5f55\u548c":[43,44],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":62,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":75,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":70,"\u76ee\u6807":75,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":73,"\u76ee\u6807\u5411\u91cf":49,"\u76ee\u6807\u5b57\u5178":75,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[43,44],"\u76ee\u6807\u67b6\u6784abi":43,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":35,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":36,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":28,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":29,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":28,"\u76f4\u63a5\u7f16\u8bd1raspberri":44,"\u76f4\u63a5\u8fd0\u884c":38,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":70,"\u76f8\u5173\u6587\u6863":44,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":44,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":67,"\u76f8\u5173\u8bba\u6587":73,"\u76f8\u53cd":75,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":35,"\u76f8\u5bf9":46,"\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":70,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":73,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":73,"\u76f8\u5f53":46,"\u77e9\u9635":56,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":74,"\u7814\u7a76\u751f":71,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":50,"\u793a":70,"\u793a\u4f8b":[35,68],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":46,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":46,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":46,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":28,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":28,"\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":41,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":41,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":35,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":75,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":46,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":35,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":36,"\u79bb":46,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":71,"\u79d1\u5e7b\u7247":71,"\u79f0\u4e3a":[49,50],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":38,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":38,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":45,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":57,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":51,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":62,"\u7a00\u758f\u768401\u5411\u91cf":[3,41],"\u7a00\u758f\u7684\u5411\u91cf":[3,41],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":59,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":62,"\u7a0b\u5e8f\u505c\u6b62":57,"\u7a0b\u5e8f\u5458":71,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":57,"\u7a20\u5bc6\u5411\u91cf":51,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":62,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,41],"\u7a97\u6237":46,"\u7acb\u523b\u9000\u51fa":35,"\u7aef\u53e3":55,"\u7aef\u53e3\u6570":55,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":55,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":35,"\u7b2c":46,"\u7b2c\u4e00\u4e2a":50,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":38,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":46,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":32,"\u7b2c\u4e00\u5929":46,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":38,"\u7b2c\u4e00\u7ae0\u8282":41,"\u7b2c\u4e00\u884c\u4ece":74,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":68,"\u7b2c\u4e00\u884c\u662f":66,"\u7b2c\u4e00\u884c\u7684":75,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":36,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":74,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":75,"\u7b2c\u4e09\u6b65":68,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":32,"\u7b2c\u4e8c":74,"\u7b2c\u4e8c\u4e2a\u4e3a":32,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":38,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":75,"\u7b2c\u4e8c\u6b65":[66,68],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":38,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":68,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":36,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":51,"\u7b49":29,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":29,"\u7b49\u5176\u4ed6":75,"\u7b49\u53c2\u6570":62,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":60,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":60,"\u7b49\u6587\u4ef6":29,"\u7b49\u7b49":[70,75],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":60,"\u7b80\u4ecb":53,"\u7b80\u5355\u6765\u8bf4":54,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":35,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":72,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":54,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":72,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":61,"\u7b80\u76f4":46,"\u7b97\u6cd5":[35,36,49,74],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":49,"\u7b97\u6cd5\u914d\u7f6e":74,"\u7ba1\u7406\u4eba\u5458":71,"\u7ba1\u7406\u5458":71,"\u7c7b\u4f3c":[29,45],"\u7c7b\u4f3c\u5730":73,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":51,"\u7c7b\u522b\u4e2a\u6570":67,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":56,"\u7c7b\u522bid":70,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":70,"\u7c7b\u540d\u548cc":28,"\u7c7b\u578b":[28,57,72],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":45,"\u7c7b\u578b\u662fsparse_binary_vector":[3,41],"\u7c7b\u578b\u662fsparse_float_vector":[3,41],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":46,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":51,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":51,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":35,"\u7ea2\u697c\u68a6":66,"\u7eaa\u5f55\u7247":71,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":38,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":36,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":36,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":36,"\u7ebf\u7a0bid\u53f7":59,"\u7ec6\u8282\u63cf\u8ff0":58,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":35,"\u7ed3\u5408":60,"\u7ed3\u675f\u6807\u8bb0":49,"\u7ed3\u6784\u5982\u4e0b":74,"\u7ed3\u6784\u5982\u4e0b\u56fe":66,"\u7ed3\u679c\u4fdd\u5b58\u5728":73,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":74,"\u7ed3\u8bba":28,"\u7ed9":46,"\u7ed9\u4e2a\u7b80\u5355\u7684":50,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":67,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":67,"\u7ed9\u5b9a\u52a8\u8bcd":73,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":74,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":48,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":46,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":46,"\u7ef4\u5ea6\u4e3aword_dim":70,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":70,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":70,"\u7ef4\u62a4":60,"\u7ef4\u7a7a\u95f4":49,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":49,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":35,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":72,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":62,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":62,"\u7f16\u53f7":72,"\u7f16\u53f7\u4ece0\u5f00\u59cb":35,"\u7f16\u53f7\u5b57\u6bb5":72,"\u7f16\u7801\u5411\u91cf":49,"\u7f16\u7801\u5668\u8f93\u51fa":49,"\u7f16\u7801\u6e90\u5e8f\u5217":49,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":75,"\u7f16\u8bd1":[38,50],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":44,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":43,"\u7f16\u8bd1\u5668":[43,44],"\u7f16\u8bd1\u5668\u6ca1\u6709":28,"\u7f16\u8bd1\u578b\u8bed\u8a00":28,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":52,"\u7f16\u8bd1\u5b8c\u6210\u540e":52,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":44,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":57,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":39,"\u7f16\u8bd1\u751f\u6210":52,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":32,"\u7f16\u8bd1\u9009\u9879":37,"\u7f16\u8bd1c":29,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1ubuntu\u7684deb\u5305":32,"\u7f16\u8f91":60,"\u7f29\u653e\u53c2\u6570":68,"\u7f51\u7edc":[73,74],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u7f51\u7edc\u540d\u79f0":70,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":51,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":51,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":51,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":51,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":57,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":51,"\u7f51\u7edc\u63a5\u53e3\u5361":55,"\u7f51\u7edc\u6a21\u5757":68,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":73,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":74,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":72,"\u7f51\u7edc\u901a\u4fe1":51,"\u7f51\u7edc\u914d\u7f6e":[55,70,74],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[68,73],"\u800c":[36,49,61,72],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":74,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":29,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":28,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":55,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":35,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":46,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":74,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":29,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":75,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":26,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":57,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":54,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":54,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":59,"\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":46,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":68,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":28,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":28,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":74,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":46,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":46,"\u800c\u5bf9\u4e8egolang":28,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":28,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":46,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":54,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":35,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":29,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":54,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":56,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":74,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":49,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":41,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":59,"\u800c\u7cfb\u7edf\u4e2d\u7684":35,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":46,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":46,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":50,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":37,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":48,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":28,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":41,"\u800cweight":67,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":41,"\u804c\u4e1a":71,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":71,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":48,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":48,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":70,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":48,"\u80fd\u83b7\u53d6":55,"\u811a\u672c":[55,67,72],"\u811a\u672c\u4fdd\u5b58\u5728":67,"\u811a\u672c\u5f00\u59cb\u65f6":62,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":74,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":74,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":67,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":50,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":55,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":48,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":52,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":49,"\u81ea\u5e95\u5411\u4e0a\u6cd5":70,"\u81ea\u6b64":43,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":59,"\u81ea\u7531\u804c\u4e1a\u8005":71,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":29,"\u81f3\u6b64":[3,46,50],"\u8212\u9002":46,"\u826f\u597d\u7684\u6587\u6863":28,"\u827a\u672f\u5bb6":71,"\u8282\u70b9\u4e2d\u7684":55,"\u82e5":51,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[43,44],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":45,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":54,"\u82e5\u6709\u5fc5\u8981":51,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":43,"\u82e5\u73af\u5883\u53d8\u91cf":[43,44],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":45,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":45,"\u82f1\u6587\u6587\u6863":52,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":52,"\u82f1\u8bed":75,"\u8303\u56f4":59,"\u83b7\u53d6":50,"\u83b7\u53d6\u5229\u7528":70,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":74,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":70,"\u83b7\u53d6\u901a\u8fc7":74,"\u83b7\u53d6trainer":62,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":51,"\u867d\u7136":36,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":29,"\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":55,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":56,"\u884c":66,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":68,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":71,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":38,"\u8865\u5145\u4e0a\u6b21\u7684commit":50,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":51,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":51,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":60,"\u8868\u793a\u4e3adeviceid":59,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":55,"\u8868\u793a\u5973\u6027":71,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":46,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":55,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":75,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":71,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":70,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":74,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":74,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":74,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":62,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":70,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":70,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":62,"\u88ab":50,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u88ab\u653e\u5728":51,"\u88ab\u79f0\u4e3a":49,"\u897f\u90e8\u7247":71,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":72,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":75,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":54,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":55,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":67,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":72,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":45,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":48,"\u8981\u8c03\u7528":51,"\u89e3\u51b3\u529e\u6cd5\u662f":35,"\u89e3\u51b3\u65b9\u6848\u662f":35,"\u89e3\u538b":75,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":72,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":72,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":62,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":49,"\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":49,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":75,"\u89e3\u91ca":70,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":28,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":28,"\u8ba1\u7b97":49,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":36,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":49,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":51,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":49,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":51,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":36,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":51,"\u8ba1\u7b97\u8f93\u51fa":51,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":70,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":72,"\u8ba9paddle\u6838\u5fc3\u4e2d":29,"\u8bad\u7ec3":[56,74],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":55,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":67,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":73,"\u8bad\u7ec3\u540e":73,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":32,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":55,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":54,"\u8bad\u7ec3\u5b8c\u6210\u540e":36,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":75,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":35,"\u8bad\u7ec3\u6570\u6910\u96c6":74,"\u8bad\u7ec3\u65f6":62,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":70,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":74,"\u8bad\u7ec3\u6a21\u578b\u540e":49,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":32,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":75,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":73,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":62,"\u8bad\u7ec3\u811a\u672c":70,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":70,"\u8bad\u7ec3\u81f3\u591a":72,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":62,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":35,"\u8bad\u7ec3\u8f6e\u6b21":70,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":35,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":56,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":57,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":57,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":57,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":74,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":74,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":74,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":67,"\u8bad\u7ec3dot_period":56,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":32,"\u8bb0\u5fc6\u6a21\u5757":49,"\u8bba\u6587":68,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":55,"\u8bbe\u4e3a\u672c\u5730":55,"\u8bbe\u7f6e":29,"\u8bbe\u7f6e\u4e3a":[44,51],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":57,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":57,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":75,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":75,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":74,"\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":35,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[35,53,72],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":74,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":74,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":74,"\u8bbe\u7f6e\u6210":35,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":35,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":73,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":74,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":74,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":74,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":75,"\u8bbe\u7f6e\u7c7b\u522b\u6570":74,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[73,74],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":74,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":51,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":74,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":59,"\u8bbe\u7f6ebatch":74,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":75,"\u8bbe\u7f6egpu":57,"\u8bbe\u7f6epass":74,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":75,"\u8bbf\u95ee\u5230\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6":38,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":62,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":36,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":70,"\u8bc4\u5206":[71,72],"\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":72,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":71,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":50,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":50,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":50,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":50,"\u8bc6\u522b\u6570\u5b57":32,"\u8bcd\u5411\u91cf":[32,66],"\u8bcd\u5411\u91cf\u6a21\u578b":69,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":66,"\u8bcd\u9891\u6700\u9ad8\u7684":75,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":54,"\u8be5":[55,73],"\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":57,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":57,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":57,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":57,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":57,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":57,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":57,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":57,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":57,"\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":51,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":70,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":57,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":51,"\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":37,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":71,"\u8be5\u6570\u636e\u96c6":66,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":71,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":71,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":57,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":72,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":68,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":72,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":67,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":70,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":75,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":36,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":49,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":72,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":72,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":72,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":36,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":51,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":44,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":72,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":68,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":67,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":51,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":44,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":46,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":55,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":70,"\u8be6\u7ec6\u53ef\u53c2\u8003":50,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":68,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":35,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":70,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":37,"\u8be6\u7ec6\u89c1":45,"\u8be6\u7ec6\u8bbe\u8ba1":26,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[69,73],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":32,"\u8bed\u8a00\u6a21\u578b":66,"\u8bf4\u660e":[19,37,62],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":50,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":72,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":51,"\u8bf7\u4fdd\u8bc1travi":50,"\u8bf7\u5148\u4f7f\u7528":[43,44],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":52,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":59,"\u8bf7\u53c2\u8003":[3,29,35,41,46,51,52,70],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":70,"\u8bf7\u53c2\u8003\u9875\u9762":72,"\u8bf7\u53c2\u8003layer\u6587\u6863":67,"\u8bf7\u53c2\u89c1":50,"\u8bf7\u53c2\u9605":49,"\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":73,"\u8bf7\u5728\u8be5pull":50,"\u8bf7\u5b89\u88c5cuda":40,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":52,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":50,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":50,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":38,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":57,"\u8bf7\u67e5\u770b":66,"\u8bf7\u6ce8\u610f":[38,49,61,66],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":50,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":50,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":59,"\u8bf7\u786e\u4fdd":50,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":50,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":50,"\u8bf7\u8bb0\u4f4f":55,"\u8bf7\u8fd0\u884c":38,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":50,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":35,"\u8bf7\u9075\u5b88":50,"\u8bf7\u91c7\u7528":50,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":59,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":36,"\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":62,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":62,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":62,"\u8c03\u7528":[51,67],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":36,"\u8c03\u7528\u65b9\u6cd5\u89c1c":43,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":51,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":73,"\u8d1f\u6837\u672c":70,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":74,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":74,"\u8d21\u732e\u6587\u6863":52,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":60,"\u8d77":46,"\u8def\u5f84\u4e0b":[36,68],"\u8df3\u8f6c\u5230":50,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":67,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":68,"\u8f6e":72,"\u8f83":46,"\u8f93\u5165":[45,49],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":48,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":48,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":67,"\u8f93\u5165\u5c42\u5c3a\u5bf8":68,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":46,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":46,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":59,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":74,"\u8f93\u5165\u6587\u672c":66,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":66,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":51,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":51,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":68,"\u8f93\u5165\u7684":66,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":75,"\u8f93\u5165\u7684\u540d\u5b57":51,"\u8f93\u5165\u7684\u5927\u5c0f":51,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":66,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8f93\u5165\u7684\u7c7b\u578b":51,"\u8f93\u5165\u95e8":74,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":74,"\u8f93\u5165n\u4e2a\u5355\u8bcd":70,"\u8f93\u51fa":[45,49],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":70,"\u8f93\u51fa\u51fd\u6570":49,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":45,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":48,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":72,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":66,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":74,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":74,"\u8f93\u51fa\u67092\u5217":66,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":68,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":66,"\u8f93\u51fa\u7684\u68af\u5ea6":57,"\u8f93\u51fa\u76ee\u5f55":68,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":61,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":46,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":35,"\u8fd0":38,"\u8fd0\u884c":40,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":72,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":75,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":38,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":66,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":66,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":36,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":38,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":55,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[35,53,70],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":38,"\u8fd0\u884c\u5931\u8d25":59,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":66,"\u8fd0\u884c\u5b8c\u6210\u540e":55,"\u8fd0\u884c\u5b8c\u811a\u672c":74,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":66,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":74,"\u8fd0\u884c\u65e5\u5fd7":55,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":62,"\u8fd1":46,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":75,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":73,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":72,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,41],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":32,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":51,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":46,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":43,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":50,"\u8fd8\u662f":46,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":46,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":74,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":73,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":67,"\u8fd9":[35,46,70],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":54,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":29,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":29,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":48,"\u8fd9\u4e09\u4e2a\u5206\u652f":32,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":70,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":55,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":67,"\u8fd9\u4e24\u4e2a\u6807\u51c6":73,"\u8fd9\u4e2a":[46,60],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":35,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":35,"\u8fd9\u4e2a\u51fd\u6570\u7684":49,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":46,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":49,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":29,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":29,"\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":75,"\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":62,"\u8fd9\u4e2a\u57fa\u7c7b":51,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":29,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":74,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":48,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":28,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":46,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":75,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":28,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":70,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":75,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":29,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":46,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":38,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":51,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":51,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":73,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":29,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":60,"\u8fd9\u4e2a\u8868\u683c":60,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":48,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":36,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":50,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":66,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":60,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":75,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":38,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":49,"\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":29,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":62,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":48,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":35,"\u8fd9\u4e9b":55,"\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":62,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":72,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":51,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":35,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":35,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":68,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":68,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":68,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":73,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":46,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":51,"\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":36,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":50,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":50,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":51,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":75,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":46,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":37,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":50,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":50,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":46,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":73,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":46,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":73,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":49,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":28,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":75,"\u8fd9\u5df2\u7ecf\u5728":74,"\u8fd9\u610f\u5473\u7740":49,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":36,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":59,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":74,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":45,"\u8fd9\u662f\u56e0\u4e3a":28,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":67,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":50,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":46,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":35,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":75,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":75,"\u8fd9\u6837":[29,36,55],"\u8fd9\u6837\u4fdd\u8bc1":32,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":35,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":59,"\u8fd9\u6837\u5bb9\u5668\u7684":62,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":72,"\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":26,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":38,"\u8fd9\u6837\u5f53\u8be5pull":50,"\u8fd9\u6837\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u5728docker\u4e2d\u8fd0\u884c\u9700\u8981\u7684\u7a0b\u5e8f\u800c\u4e0d\u9700\u8981\u5b89\u88c5\u540e\u5728\u6267\u884c":38,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":51,"\u8fd9\u6837\u7684\u8bdd":61,"\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":72,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":54,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":36,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":51,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":35,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":51,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":59,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":49,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":48,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":62,"\u8fd9\u7bc7\u6587\u6863":50,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":44,"\u8fd9\u7bc7\u6587\u7ae0":75,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":46,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":49,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":28,"\u8fd9\u91cc":[35,38,49,50,60,62,68,73],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":38,"\u8fd9\u91cc\u4ee5":70,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":36,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":36,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":74,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":46,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":35,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":36,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":75,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":70,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":36,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":72,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":67,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":67,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":72,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":51,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":38,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":62,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":70,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":36,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":75,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":75,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":55,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":75,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":75,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":75,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":67,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":70,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":60,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":75,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":75,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":75,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":70,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":50,"\u8fdb\u5165":74,"\u8fdb\u5165\u5bb9\u5668":61,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":38,"\u8fdb\u7a0b":38,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":62,"\u8fdb\u7a0b\u7684":55,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":62,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":62,"\u8fdb\u7a0b\u9700\u8981\u7684":62,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":32,"\u8fdb\u884c\u4e86":46,"\u8fdb\u884c\u4f7f\u7528":67,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":62,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":62,"\u8fdb\u884c\u56de\u590d":50,"\u8fdb\u884c\u5f00\u53d1":50,"\u8fdb\u884c\u62c6\u89e3":46,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":51,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":36,"\u8fdb\u884c\u9884\u6d4b":70,"\u8fdb\u9636\u6307\u5357":[41,65],"\u8fde\u63a5":48,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":74,"\u9000\u4f11\u4eba\u5458":71,"\u9000\u51fa\u5bb9\u5668":61,"\u9002\u4e2d":46,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":38,"\u9009":46,"\u9009\u62e9":46,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":70,"\u9009\u62e9\u76ee\u6807\u5206\u652f":50,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":57,"\u9009\u62e9\u8fc7\u540e\u7684":75,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":60,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":71,"\u9009\u9879":[37,66],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":26,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":56,"\u901a\u5e38":[29,55,74],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":62,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":59,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":35,"\u901a\u5e38\u540d\u5b57\u662f":50,"\u901a\u5e38\u60c5\u51b5\u4e0b":54,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":61,"\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":60,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":49,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":51,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":46,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":59,"\u901a\u7528":56,"\u901a\u77e5":46,"\u901a\u8fc7":[35,46,50,51,55,70],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":48,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":44,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":67,"\u901a\u8fc7\u4f7f\u7528":37,"\u901a\u8fc7\u51fd\u6570":62,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":67,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":35,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":48,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":48,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":50,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":74,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":70,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":29,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":41,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":51,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":70,"\u901a\u8fc7data":48,"\u901a\u8fc7volum":60,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":26,"\u903b\u8f91\u56de\u5f52":70,"\u9053\u6b49":46,"\u9069":46,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":50,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":32,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":71,"\u9075\u5faa\u6587\u7ae0":66,"\u90a3\u4e48":[29,48,51],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":48,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":35,"\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":35,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":35,"\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":35,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":36,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":49,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":49,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":35,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":35,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":52,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":35,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":35,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":35,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":59,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":54,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":54,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":35,"\u90a3\u5bb9\u5668\u5c31\u662f\u8fd9\u4e2a\u7a0b\u5e8f\u8fd0\u884c\u65f6\u4ea7\u751f\u7684":38,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":54,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":54,"\u90ae\u7f16":71,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":60,"\u90fd":46,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":57,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":36,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":46,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":45,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":46,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":28,"\u90fd\u7528":50,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":50,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":51,"\u914d\u7f6e":74,"\u914d\u7f6e\u4e86\u7f51\u7edc":72,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":67,"\u914d\u7f6e\u5982\u4e0b":66,"\u914d\u7f6e\u6253\u5f00":54,"\u914d\u7f6e\u6587\u4ef6":70,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":51,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":66,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":26,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":55,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":49,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":51,"\u914d\u7f6eapi":45,"\u9152\u5e97":46,"\u91c7\u6837\u5c42":72,"\u91c7\u7528":73,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":73,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":57,"\u91c7\u7528multi":35,"\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":61,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":40,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":28,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":68,"\u91cc\u7684\u65e5\u5fd7":55,"\u91cc\u9762\u6db5\u76d6\u4e86":38,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":38,"\u91cd\u547d\u540d\u6210":28,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":54,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":44,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":61,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":35,"\u9488\u5bf9\u6587\u672c":72,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":37,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":28,"\u94fe\u63a5\u5f85\u8865\u5145":70,"\u9500\u552e":71,"\u9519\u8bef\u5904\u7406":28,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":28,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":28,"\u9519\u8bef\u7387":70,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":35,"\u955c\u50cf":38,"\u955c\u50cf\u91cc\u6709":61,"\u957f\u5ea6":35,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":49,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":49,"\u95ee\u9898":36,"\u95f4\u9694":70,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":57,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":57,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":46,"\u9664\u53bbdata\u5c42":70,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":29,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":66,"\u9664\u96f6\u7b49\u95ee\u9898":35,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":50,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":73,"\u968f\u673a\u6570\u7684\u79cd\u5b50":57,"\u968f\u673a\u6570seed":56,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":36,"\u9694\u5f00":68,"\u96c6":71,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":75,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":75,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":57,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":61,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":55,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":55,"\u96c6\u7fa4\u5de5\u4f5c":55,"\u96c6\u7fa4\u6d4b\u8bd5":56,"\u96c6\u7fa4\u8bad\u7ec3":56,"\u96c6\u7fa4\u8fdb\u7a0b":55,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":55,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":55,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":55,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":54,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":62,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":50,"\u9700\u8981\u4fee\u6539build":32,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":60,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":26,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":50,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":62,"\u9700\u8981\u5728":55,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":61,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":52,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":29,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":68,"\u9700\u8981\u5bf9":60,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":35,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":74,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":32,"\u9700\u8981\u5f15\u7528":29,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":46,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":41,"\u9700\u8981\u660e\u786e\u6307\u5b9a":57,"\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":60,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":28,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":62,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[32,57,72],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":51,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":46,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":43,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":29,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":32,"\u975e\u5e38\u6570":51,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":51,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":43,"\u97f3\u4e50\u5267":71,"\u987a\u5e8f":46,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":72,"\u9884\u5904\u7406\u811a\u672c":74,"\u9884\u5b9a\u4e49\u7f51\u7edc":74,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":74,"\u9884\u63d0\u4ea4\u94a9\u5b50":50,"\u9884\u6d4b\u540e":73,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":74,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":68,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":72,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":70,"\u9884\u6d4b\u811a\u672c\u662f":73,"\u9884\u6d4bid":70,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":74,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":66,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":66,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":68,"\u989d\u5916\u7684\u53c2\u6570":70,"\u9996\u5148":[3,36,46,49,51,66,68,70,73,74],"\u9996\u5148\u4e0b\u8f7dcifar":67,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":37,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":50,"\u9996\u5148\u5b89\u88c5paddlepaddl":74,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":51,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":51,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":75,"\u9996\u5148\u901a\u8fc7":50,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":41,"\u9a71\u52a8":52,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":71,"\u9ad8\u4eae\u90e8\u5206":46,"\u9ad8\u53ef\u7528":60,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":49,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":35,"\u9ed1\u8272\u7535\u5f71":71,"\u9ed8\u8ba4":[3,57,75],"\u9ed8\u8ba4256k":26,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":70,"\u9ed8\u8ba4\u4e0d\u663e\u793a":57,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":48,"\u9ed8\u8ba4\u4e3a0":[57,59],"\u9ed8\u8ba4\u4e3a1":[3,59],"\u9ed8\u8ba4\u4e3a100":59,"\u9ed8\u8ba4\u4e3a4096mb":57,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":72,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":48,"\u9ed8\u8ba4\u4e3anull":57,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":57,"\u9ed8\u8ba4\u503c":[37,45,59],"\u9ed8\u8ba4\u503c\u4e3a":[43,44],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":48,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[35,38,55,74],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":74,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":46,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":74,"\u9ed8\u8ba4\u7684":61,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":59,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[43,44],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":55,"abstract":33,"adamax\u7b49":70,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":70,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":43,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":43,"api\u4e2d\u4f7f\u7528":28,"api\u5bf9\u6bd4\u4ecb\u7ecd":47,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":29,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":29,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":29,"api\u63a5\u53e3":[26,60],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":29,"api\u6587\u6863":43,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":52,"api\u65f6":29,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":29,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":29,"api\u66b4\u9732\u7684\u7c7b\u578b":29,"api\u6765\u9884\u6d4b":43,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":29,"api\u7684\u5934\u6587\u4ef6":[43,44],"api\u7684\u5b9e\u4f8b":29,"api\u7684\u5b9e\u73b0\u7ec6\u8282":29,"api\u7684\u63a5\u53e3":29,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":29,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":29,"api\u7ea7\u522b":43,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":43,"api\u7ea7\u522b\u4e3a21":43,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":29,"app\u4e2d":43,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":35,"atlas\u7684\u8def\u5f84":37,"avx\u7684\u955c\u50cf":38,"awselasticblockstore\u7b49":60,"batch\u4e2d\u5305\u542b":35,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":57,"batches\u6b21":57,"bin\u548c\u8bc4\u5206\u6587\u4ef6":72,"blas\u7684\u8def\u5f84":37,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":38,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":32,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":38,"book\u7684":41,"book\u7684docker\u955c\u50cf":38,"bool\u578b\u53c2\u6570":3,"boolean":[9,27,28],"break":17,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":32,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":32,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":38,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":38,"byte":[26,35],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":28,"c\u6709\u6807\u51c6\u7684abi":28,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":28,"caoying\u7684pul":75,"case":[9,29,31,54],"char":22,"class":[6,7,8,9,11,12,13,15,16,28,33,34,35,51,74],"cmake\u4e2d\u5c06":54,"cmake\u53c2\u6570\u5982\u4e0b":44,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":43,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":35,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[43,44],"cmake\u7f16\u8bd1\u65f6":37,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[43,44],"cmake\u914d\u7f6e\u4e2d\u5c06":54,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[43,44],"com\u4e0b\u8f7d\u7684":38,"conf\u4f5c\u4e3a\u914d\u7f6e":75,"const":[22,30,33,34,51],"container\u4e2d":61,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":29,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":29,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":29,"core\u6982\u5ff5":29,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":41,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":35,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":59,"count\u548cgpu":59,"cpu\u7248\u672c":40,"cuda\u5e73\u53f0":40,"cuda\u5e93":57,"cudnn\u5e93":[37,57],"dat\u4e2d":72,"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":62,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":46,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":46,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,70],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":35,"deb\u5305":32,"deb\u5305\u7f16\u8bd1\u95ee\u9898":32,"deb\u5b89\u88c5\u5305":40,"debian\u955c\u50cf":38,"decay\u5219\u4e3a0":67,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":48,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":48,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":48,"decoer\u67b6\u6784":48,"default":[7,8,9,10,12,13,15,16,17,33,34,59,61,62,74],"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":72,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":75,"docker\u5b58\u5728\u95ee\u9898":38,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":52,"docker\u5bb9\u5668\u4e2d":38,"docker\u5bb9\u5668\u4f1a\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u6587\u4ef6\u7cfb\u7edf\u7a7a\u95f4\u4e4b\u4e0a":38,"docker\u7684\u5b98\u7f51":52,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":38,"dockerfile\u4f4d\u4e8epaddlepaddl":38,"dockers\u8bbe\u7f6e":38,"dropout\u7684\u6bd4\u4f8b":51,"elec\u6d4b\u8bd5\u96c6":70,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":70,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":48,"encoder\u8f93\u51fa":48,"entropy\u4f5c\u4e3acost":35,"enum":[22,34],"evaluator\u7684\u503c\u4f4e\u4e8e0":75,"export":[9,35,38,40,67],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,41],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":59,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":59,"final":[9,10],"float":[3,7,8,9,11,13,34,36,54,68],"float\u7b49":59,"function":[9,10,11,13,16,18,21,22,23,25,30,31,33,34,49,74],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":75,"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":50,"github\u9996\u9875":50,"golang\u53ef\u4ee5\u4f7f\u7528":28,"golang\u7684":28,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":37,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":54,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":38,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":53,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"gpu\u7248\u672c":40,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":73,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":35,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":74,"group\u6559\u7a0b":47,"gru\u6216lstm":49,"gru\u6a21\u578b":70,"gru\u6a21\u578b\u914d\u7f6e":70,"h\u5e76\u4e0d\u56f0\u96be":28,"hot\u7a20\u5bc6\u5411\u91cf":72,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":52,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,41],"id\u4e3a0\u7684\u6982\u7387":70,"id\u4e3a1\u7684\u6982\u7387":70,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":57,"id\u6307\u5b9a\u7684gpu":59,"id\u65e0\u6548":57,"image\u91cc":61,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":74,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":74,"imdb\u7684\u6570\u6910\u96c6":74,"import":[3,5,8,9,16,17,33,36,41,52,66,67,68,74,75],"include\u4e0b\u9700\u8981\u5305\u542bcbla":37,"include\u4e0b\u9700\u8981\u5305\u542bmkl":37,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":26,"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":[3,7,8,9,10,13,21,22,25,28,29,31,34,46,51,59,73],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":28,"issue\u7f16\u53f7":50,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":60,"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":60,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":62,"job\u7684\u540d\u5b57":62,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":62,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"kubernetes\u5355\u673a\u8bad\u7ec3":53,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":60,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":62,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":62,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":60,"kubernetes\u652f\u6301\u591a\u79cdvolum":60,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":61,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":60,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":46,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":46,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":48,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":41,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":51,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":37,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":37,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":37,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":37,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":32,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":59,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":59,"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":74,"lstm\u6a21\u578b":70,"lstm\u6a21\u578b\u914d\u7f6e":70,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":74,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":48,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":49,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":49,"memory\u53ea\u80fd\u5728":48,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":46,"memory\u6307\u5411\u4e00\u4e2alay":48,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":49,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":46,"memory\u7684":49,"memory\u7684\u521d\u59cb\u72b6\u6001":48,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":46,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":48,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":49,"memory\u7684i":48,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":48,"mkl\u7684\u8def\u5f84":37,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":37,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":75,"mode\u7684python\u51fd\u6570":75,"model\u505a\u5206\u652f\u7ba1\u7406":32,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":72,"name\u662f\u4f53\u88c1":72,"name\u662f\u5e74\u9f84":72,"name\u662f\u6027\u522b":72,"name\u662f\u7535\u5f71\u540d":72,"name\u662f\u804c\u4e1a":72,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":62,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":43,"new":[9,13,17,18,21,22,23,24,31,34,50,51],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":60,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":75,"noavx\u7248\u672c":40,"normalization\u5c42":68,"normalization\u5c42\u7684\u53c2\u6570":68,"note\u7684\u4e66\u5199":32,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":38,"null":[9,51,57],"num_gradient_servers\u53c2\u6570":62,"openblas\u7684\u8def\u5f84":37,"org\u76ee\u524d\u9075\u5faa":32,"out\u4e0b\u5305\u542b":67,"out\u7684\u6587\u4ef6\u5939":67,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":62,"packages\u91cc\u9762":35,"packages\u91cc\u9762\u7684python\u5305":35,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":37,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":28,"paddle\u4e0b\u8f7d":38,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":75,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":46,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":35,"paddle\u4f7f\u7528git":32,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":28,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":28,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":32,"paddle\u662f\u4ece\u5b98\u65b9\u955c\u50cf\u6e90dockerhub":38,"paddle\u66ff\u6362\u6210dock":38,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":32,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":32,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":32,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":61,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":28,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":29,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":28,"paddle\u7684c":29,"paddle\u7684dock":61,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":38,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":29,"paddle\u955c\u50cf":61,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":28,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":29,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":28,"paddle_\u7c7b\u578b\u540d":29,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":29,"paddlepaddle\u4e2d":[45,48],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":74,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":46,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":41,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[43,44],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":41,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":70,"paddlepaddle\u4f7f\u7528\u5747\u503c0":35,"paddlepaddle\u4f7f\u7528avx":35,"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":36,"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":38,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":37,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":70,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":46,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":51,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":46,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,41],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":70,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":36,"paddlepaddle\u5c06\u6839\u636e":43,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":36,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[43,44],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":38,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":36,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":40,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":39,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":41,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":37,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":36,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":35,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":35,"paddlepaddle\u6587\u6863\u4f7f\u7528":52,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":52,"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":[36,41],"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":38,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":35,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":35,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":43,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":52,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":52,"paddlepaddle\u7684\u6e90\u7801":50,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":39,"paddlepaddle\u7684bas":51,"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":43,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":44,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":43,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":39,"paddlepaddle\u7684docker\u955c\u50cf\u5c31\u5305\u542b\u4e86paddlepaddle\u7684python\u5e93\u4ee5\u53ca\u5176\u4f9d\u8d56\u7684\u591a\u4e2apython\u5e93":38,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":46,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":38,"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":35,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":43,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":43,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":70,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":48,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":48,"paddlepaddle\u90fd\u53ef\u4ee5\u81ea\u52a8\u5224\u65ad\u786c\u4ef6\u662f\u5426\u652f\u6301avx":38,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":62,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":38,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":57,"pass\u5230":75,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":57,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":57,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":57,"passes\u8f6e":57,"patch\u53f7":32,"patch\u53f7\u52a0\u4e00":32,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":59,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":57,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":57,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":57,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":57,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":74,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":74,"period\u6574\u9664":57,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":57,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":26,"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":26,"pfsserver\u63d0\u4f9brest":26,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":44,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":44,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":44,"pi\u7248\u672c\u7684\u5e93":44,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":44,"pi\u7cfb\u7edf":44,"pi\u7cfb\u7edf\u4e0a":44,"pi\u7cfb\u7edf\u7684\u7248\u672c":44,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":60,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":60,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":67,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":70,"prod\u7684\u751f\u4ea7\u955c\u50cf":38,"public":[13,33,34,51,61,74],"py\u4e2d":32,"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":[2,4,35,70,72],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":35,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":32,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":36,"python\u5305":52,"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":51,"query\u6539\u5199":75,"rate\u4e3a0":75,"rate\u4e3a5":75,"rate\u88ab\u8bbe\u7f6e\u4e3a0":67,"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":62,"release\u9875\u9762":32,"repo\u7684\u6839\u76ee\u5f55":38,"request\u524d":50,"request\u7684":50,"request\u88ab\u5408\u5e76\u540e":50,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":71,"resnet\u6a21\u578b":69,"return":[3,7,9,10,12,13,15,16,20,22,25,33,34,36,41,46,49,51,62,68],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":46,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":48,"rnn\u6a21\u578b":70,"rnn\u76f8\u5173\u6a21\u578b":53,"rnn\u914d\u7f6e":47,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":57,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":46,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":48,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":57,"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":67,"sh\u6765\u8fdb\u884c\u6784\u5efa":52,"sh\u8c03\u7528\u4e86":68,"short":[9,10,33],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":35,"size\u4e3a1":75,"size\u4e3a50":75,"size\u4e3a512":57,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":35,"size\u5927\u5c0f\u4e3a128":74,"size\u662f3":75,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":35,"size\u7684\u503c":3,"softmax\u5c42":66,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":51,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":35,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":73,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":38,"ssh\u8fdb\u5165\u5bb9\u5668":38,"static":[15,22,29,33,34],"step\u51fd\u6570\u4e2d\u7684memori":48,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":48,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"super":51,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":28,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":28,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"swig\u76f4\u63a5\u8bfb\u53d6c":28,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":28,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":29,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":38,"tag\u4e3a":32,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":75,"tests\u7684paddlepaddl":50,"tflops\u4e86":54,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":43,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":41,"true":[7,8,9,10,12,13,15,16,31,34,35,46,49,51,59,62,68,72,73,74,75],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"try":[11,17,18,21,22,31,33,35],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":29,"type\u662fon":72,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":32,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":39,"ubuntu\u90e8\u7f72paddlepaddl":39,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":57,"utf8\u7f16\u7801":66,"uts\u7b49linux":60,"v1\u7248\u672c":35,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":37,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":74,"vocab\u505a\u4e3a\u5b57\u5178":74,"void":[22,28,29,34,51],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":60,"w0\u548c":68,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":68,"wheel\u5305":32,"while":[7,13,24,30,31,33,62,75],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":49,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":46,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":41,"x\u548cwindow":[38,43],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":38,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":41,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":62,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":62,"zero\u4e09\u79cd\u64cd\u4f5c":57,AGE:61,AWS:[20,60,63,64],And:[8,9,11,13,15,24,25,31,33],But:[9,10,13,33,35],EOS:9,For:[5,8,9,11,13,15,16,21,22,23,25,30,31,34,40,54],IDs:[13,24],NFS:60,NMS:9,Not:[16,18],One:[8,10,15,24,33],Ops:34,PFS:26,QoS:61,TLS:[16,26],That:[9,13,31],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,25,27,29,31,33,34,51,62,70,73,75],Their:[9,18],Then:9,There:[8,9,13,15,16,17,18,22,24,25,27,30,33],These:[8,34],Use:[8,13,16,27,31],Used:10,Using:[18,33,74],Will:[13,15],With:[9,10],YES:25,Yes:38,___embedding_0__:62,___embedding_1__:62,__doc__:34,__file__:25,__impl__:34,__init__:51,__main__:[5,68],__meta__:72,__mse_cost_0__:62,__name__:[5,68],__rnn_step__:49,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:49,_res2_1_branch1_bn:68,_source_language_embed:[49,66],_target_language_embed:[49,66],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,17,25,27,33,34,73,75],abov:[3,8,9,16,17,18,21,34,54],abs:[9,10],acceler:19,accept:[7,9,13,16,31,73],access:[9,10,16,17,21,24,25],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accur:24,accuraci:8,acl:74,aclimdb:74,across:[9,13],act:[9,10,35,36,41,46,49],act_output:34,act_typ:70,activ:[10,14,17,34,41,49,70],activi:10,actual:34,adadelta:[35,70],adagrad:70,adam:[16,22,70,74],adamoptim:[66,70,74,75],adapt:[8,11,15],add:[9,10,13,17,24,33,35,50],add_depend:17,add_execut:17,add_input:51,add_test:[17,51],add_to:9,add_unittest_without_exec:51,addattr:34,addbia:51,addcom:34,added:[8,50],addinput:34,addit:[9,10],address:[18,22],addrow:51,addtolay:9,addtyp:34,administr:24,adversari:31,affect:9,afford:21,afi:3,aforement:17,after:[9,10,13,17,21,22,24,27,30,50],again:[16,18],age:[13,62,72],agg_level:[9,45,46],aggregatelevel:[45,46],ago:17,aircraft:75,airplan:67,aistat:9,alex:[9,74],alexnet_pass1:59,alexnet_pass2:59,algo_hrnn_demo:46,algorithm:[9,11,21,66,74,75],align:[9,10,13,75],all:[3,7,8,9,11,16,17,18,22,24,25,27,29,34,48,62,73,74],alloc:[7,22,25],allow:[16,22],allow_only_one_model_on_one_gpu:[56,57,59],alpha:17,alreadi:[17,18,33,35,40],also:[9,10,13,16,17,23,30,31,33,34,54,70],alwai:[9,10,15,17,31,62],amazon:61,ambigu:31,amd64:60,amend:50,analysi:[73,74],android:43,android_abi:43,android_arm_neon:43,android_native_api_level:43,android_standalone_toolchain:43,androideabi:43,ani:[9,10,13,16,17,18,22,24,25,31],annot:73,annual:73,anoth:[9,15,16,25,33,34],anroid_arm_mod:43,anyth:[13,31,73],api:[9,13,15,16,17,22,23,25,26,30,32,54,62,65,74],api_shar:17,api_test:17,api_trainer_config:72,api_trainer_config_helpers_data_sourc:72,api_trainer_config_helpers_lay:[49,70],api_trainer_config_helpers_layers_context_project:72,api_trainer_config_helpers_layers_cos_sim:72,api_trainer_config_helpers_layers_data_lay:72,api_trainer_config_helpers_layers_embedding_lay:72,api_trainer_config_helpers_layers_fc_lay:72,api_trainer_config_helpers_layers_pooling_lay:72,apiserv:60,apivers:[60,61,62],apo:75,append:[3,15,31,46,49,62],append_gradient_machin:15,appleyard:54,appli:[9,33],applic:[54,61],approach:[9,30,70],apt:[40,67],arbitrari:9,arch:43,architectur:75,archiv:[13,28,29],arg:[3,8,10,13,34,35,36,62,67,68,70,73,74],arg_nam:9,argpars:62,args_ext:62,argument:[3,9,13,21,30,62,73],argumentpars:62,argv:68,arm64:43,arm:[43,44],arm_soft_fp_abi:43,armeabi:43,around:[3,9,24],arrai:[5,7,9,13,15,22,31,41,68],articl:50,arxiv:[9,10,74],as_row_vector:9,ask:[18,24],assert:5,assign:[8,9,21],associ:[30,73],assum:[8,9],astyp:31,asyc:18,async:[18,56],async_count:[56,57],async_lagged_grad_discard_ratio:57,async_lagged_ratio_default:[56,57],async_lagged_ratio_min:[56,57],asynchron:18,atla:37,atlas_root:37,attenion:10,attent:[9,10,75],attr1:9,attr2:9,attr:[7,9,10,34,49],attr_map:34,attribut:[9,10,14,33,34],attrproto:34,attrtyp:34,attrvalu:34,auc:56,author:[26,60],authorized_kei:55,auto:[28,33,51,54],automat:[9,16,22,34,75],automaticli:9,automobil:67,avail:[18,22],averag:[8,9,12,21,73],average_test_period:[56,57,73],averagepool:9,avg:[45,54,70],avgcost:[70,72,74,75],avgpool:[9,70],avoid:[18,30,54],avx:38,await:61,awar:[16,18],aws:26,azur:60,b2t:66,b363:61,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:61,back:18,background:[8,9],background_id:[8,9],backward:[6,9,10,22,30,51],backward_first:49,backwardactiv:51,baidu:61,balasubramanyan:74,bank:73,bardward:10,bare:[60,61],barrierstatset:54,base:[8,9,12,13,16,21],baseactiv:10,baseev:15,basematrix:51,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[38,50,52,61,62],basic:[9,15],batch:[9,10,11,13,15,16,18,20,36,41,55,61,62,67,68,70,72,74,75],batch_0:68,batch_id:[15,41],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,31],batch_siz:[13,35,36,41,55,66,67,70,72,74,75],batchsiz:[9,51],bazel:17,bbbbb:20,bbox:[8,9],bcd:9,bcebo:13,bcm2708:44,bdist_wheel:32,beam:[9,49,75],beam_gen:[9,49],beam_search:[15,48,49],beam_siz:[9,49,56,57,59],beamsiz:75,becaus:[8,9,13,16,17,18,22,30,31,33,46],becom:33,been:[17,21,73],befor:[9,10,18,24,27,30,31,35],begin:[8,9,22,27],beginiter:[15,16],beginn:49,beginpass:[15,16],begintrain:16,being:[18,24,31],belong:[9,33],below:[9,13,18,22,30,31],benefit:[10,24,25],bengio:9,bertolami:74,besid:[9,13],best:[9,17,72],best_model_path:73,besteffort:61,beta1:11,beta2:11,beta:68,better:[9,10,17],between:[8,9,11,17,18,22,29,30,33,75],bgr:68,bi_gru:10,bi_lstm:10,bia:[9,10,11,51,68],bias:9,bias_attr:[9,10,35,36,46,49],bias_param:35,bias_param_attr:10,biases_:51,biasparameter_:51,biassiz:51,bidi:61,bidirect:[9,10,73,74],bidirectional_lstm_net:74,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:54,bin:[38,40,55,60,61,62,72],binari:[8,9,13,17,25],bind:33,bird:67,bitext:75,blank:9,bleu:75,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:74,book:[13,49],bool:[7,8,9,10,12,13,34,51,57,59,74],boot:[9,48,49],boot_bia:9,boot_bias_active_typ:9,boot_lay:[46,49],boot_with_const_id:9,bos_id:[9,49],both:[6,7,9,10,16,17,18,24],bottom:70,bound:9,boundri:8,box:9,brain:24,branch:[9,16,17,32,50],brendan:74,brief:[17,22],broadcast:18,broken:50,browser:38,bryan:74,buf_siz:13,buffer:[13,31,33],buffer_s:13,buffered_read:31,bug:50,build:[9,13,17,25,32,34,38,43,44,50,62,63,64,75],build_dict:13,build_doc:52,built:[17,34,54],bunk:74,c11:28,c703c041:50,c99:29,cach:[35,73],cache_pass_in_mem:[3,35,73],cachetyp:[3,35,73],calc_batch_s:[3,73],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,25,33,34,54,62,70],callabl:[7,9,13],callback:51,calrnn:46,caltech:67,can:[7,8,9,10,13,15,16,17,18,21,24,25,30,31,34,54],can_over_batch_s:[3,73],cancel:24,candid:9,cannot:[33,35],capi:28,capi_prvi:29,caption:75,card:55,care:[10,25,31],cast_to_op_attr:34,cat:[38,62,67,68,74],categori:[9,13,18],categorig:13,categoryfil:61,caus:[18,27],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:75,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,60],cephf:[20,25,26],certain:33,certif:[16,26,60],cffi:28,cfg:61,cgo:28,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,25,30,31,33,50,74],channel:[9,10,54],check:[3,13,17,35,40,50,51,57],check_align:13,check_attr:34,check_eq:51,check_fail_continu:3,check_l:51,check_sparse_distribution_batch:[56,57],check_sparse_distribution_in_pserv:[56,57],check_sparse_distribution_ratio:[56,57],check_sparse_distribution_unbalance_degre:[56,57],checkgrad:57,checkgrad_ep:57,checkout:50,checksum:26,choic:17,chunk:[21,26],chunk_schem:8,chunktyp:8,cifar:67,cifar_vgg_model:67,claimnam:62,clang:[28,38,50],clarifi:8,class1:74,class2:74,class_dim:74,classic:9,classif:[9,70,74,75],classifi:68,classification_cost:[35,46,67,70],classification_error_evalu:[8,70,74,75],classification_evalu:8,clean:[17,30,35,50],clear:[8,17,30,33],clearer:30,clearli:33,client:[23,60],clip:[7,10,57,70],clock:9,clone:[9,38,44],close:[3,31,50],cloud:[17,18,25,26,27],cloud_read:13,cluster:[13,16,18,22,55,60,62],cluster_train:55,cmake:[29,35,37,43,44,50,52,54],cmake_build_typ:[43,44],cmake_c:[43,44],cmake_system_nam:[43,44],cmakelist:[17,51],cmatrix:[28,29],cna:9,cnn:[9,61,70],code:[3,5,9,13,16,17,24,30,31,34,38,51,61,72],coded_stream:35,codedinputstream:35,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:51,color:[67,68],colour:13,column:[8,9,31],column_evalu:8,com:[9,10,13,17,38,40,43,44,50,60,61,68],combin:[8,9,10,13,15,33],comma:22,command:[17,25,27,51,59,61,62,63,64],commandlin:[54,62],comment:[9,17,34,46,62],commit:[17,61],common:20,common_util:55,commonli:27,commun:[18,22,23],compar:17,comparison:17,compil:[9,17,34,40,43,44],complaint:17,complet:[9,10,13,15,18,21,22,26,61,62],complex:[10,24,31],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,33,73,74],computation:9,conat:9,concat:[49,75],concaten:10,concept:[8,16,30,33],concern:16,concurr:[18,24],condit:[9,21,61],conf:[5,9,35,46,55,62,66,68,75],conf_paddle_gradient_num:62,conf_paddle_n:62,conf_paddle_port:62,conf_paddle_ports_num:62,conf_paddle_ports_num_spars:62,confid:9,confidence_threshold:9,config:[7,9,10,20,27,36,41,51,55,56,57,59,60,61,62,67,70,72,73,74,75],config_:57,config_arg:[56,57,59,68,70,73,74],config_bas:[8,9,15],config_fil:73,config_gener:[55,72],config_lay:51,config_len:22,config_pars:[5,51],config_proto:22,configprotostr:35,configur:[9,22,24,25,51,66,68,75],confirm:27,conflict:[33,50],confront:75,conll05st:73,conll:[13,73],connect:[10,25,61,70],connectionist:[9,74],connor:74,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,31,34],constraint:33,construct:[8,16,33,34],constructor:[33,34],consum:18,contact:[18,24],contain:[3,8,9,10,12,13,15,16,21,30,33,34,61,62],content:[22,27],content_len:22,context:[3,9,10,13,33,49,60],context_attr:10,context_len:[9,10,70],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,70],continu:[8,18],contrast:9,control:[7,61,75],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:[16,34],convent:22,convert:[3,5,13,20,31],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:50,coordin:[18,22],copi:[15,16,21,24,27,72],core:[7,29,30],corpora:75,corpu:[13,73],correct:9,correctli:[8,13],correspoind:16,correspond:[16,17,34],corss_entropi:16,cos:[9,34],cosin:[9,34],cosineop:34,cosineopproto:34,cosineopprotomak:34,cost:[11,15,16,36,41,72,74,75],cost_id:9,could:[9,13,15,16,21,30,31],couldn:40,count:[8,18,25,31,54,57,59,61,72,73,74,75],counter:[18,21],cours:[8,25],cpp:[28,29,30,35,46,51,54,62,70,72,75],cpu:[3,7,9,25,30,32,38,40,54,59,61,62,73],cpuinfo:38,cpusparsematrix:29,crash:[18,54],creat:[7,9,13,15,16,18,22,26,27,30,41,50,51,61,62],create_bias_paramet:51,create_doc_str:34,create_input_paramet:51,create_python_ops_creatation_funct:34,createfromconfigproto:5,createop:34,creator:[13,20],credenti:27,crf:73,critic:74,crlf:50,crop:68,crop_siz:68,cross:[9,35,43,44,70],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[26,60],csc:51,cslm:75,csr:51,ctc:8,ctc_evalu:8,ctest:[38,50],ctrl:[55,72],ctx:73,ctx_0:73,ctx_0_slot:73,ctx_n1:73,ctx_n1_slot:73,ctx_n2:73,ctx_n2_slot:73,ctx_p1:73,ctx_p1_slot:73,ctx_p2:73,ctx_p2_slot:73,cub:67,cuda:[17,40,54,55,57],cuda_dir:[56,57],cuda_so:[35,38],cuda_visible_devic:35,cudaconfigurecal:54,cudadevicegetattribut:54,cudaeventcr:54,cudaeventcreatewithflag:54,cudafre:54,cudagetdevic:54,cudagetdevicecount:54,cudagetdeviceproperti:54,cudagetlasterror:54,cudahostalloc:54,cudalaunch:54,cudamalloc:54,cudamemcpi:54,cudaprofilerstart:54,cudaprofilerstop:54,cudaprofilestop:54,cudaruntimegetvers:54,cudasetdevic:54,cudasetupargu:54,cudastreamcr:54,cudastreamcreatewithflag:54,cudastreamsynchron:54,cudeviceget:54,cudevicegetattribut:54,cudevicegetcount:54,cudevicegetnam:54,cudevicetotalmem:54,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[56,57],cudnn_convt:9,cudnn_dir:[56,57],cudnnv5:37,cudrivergetvers:54,cuinit:54,cumul:9,curl:60,current:[3,9,17,18,22,30,33,60],current_word:49,currentcost:[70,72,74,75],currentev:[70,72,74,75],curv:16,custom:[16,25],custom_batch_read:31,cutoff:13,cxx_compil:[43,44],cxx_flags_minsizerel:[43,44],cycl:18,cyclic:9,cython:28,dalla:3,dan:73,dandroid_abi:43,dandroid_arm_mod:43,dandroid_arm_neon:43,dandroid_standalone_toolchain:43,darwin:60,dat:[13,20,55,72],data:[3,8,10,11,15,16,20,21,26,30,33,34,35,38,40,41,46,49,55,56,61,62,63,66,67,68,70,72,73,74,75],data_config:5,data_dir:[66,67,74,75],data_feed:13,data_fil:36,data_lay:[3,35,36,46,67,70,73],data_nam:13,data_read:[13,31],data_reader_creator_random_imag:31,data_typ:[13,41,49],databas:13,datacent:[20,27],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,35,36,55,62,70,72,73],dataprovider_:70,dataprovider_bow:70,dataprovider_emb:70,dataproviderconvert:5,datasci:9,dataset:[20,25,31,41,49,68,71,74,75],date:73,db_lstm:73,dcmake_install_prefix:[43,44],dcmake_system_nam:[43,44],dcudnn_root:37,dead:18,deb:[40,50],debian:38,debug:27,decai:11,decar:13,decent:21,decid:[16,24,31],declar:9,decod:[9,10,48,49,75],decoder_boot:49,decoder_group_nam:49,decoder_input:49,decoder_mem:49,decoder_prev:10,decoder_s:49,decoder_st:[10,49],deconv:9,deconvolut:9,decor:[3,13],deep:[9,24,54,67,68],deer:67,def:[3,5,9,13,16,20,25,31,34,35,36,41,46,49,51,62,68,70,73],defalut:9,default_decor:62,default_devic:59,default_valu:59,defect:30,defer:24,defin:[3,9,10,13,15,16,17,18,24,31,33,34,35,41,70],define_py_data_sources2:[3,35,36,67,68,70],defini:75,definit:[13,18,21,34,66],degre:9,delet:[18,25,26,50],delimit:[8,72],delv:9,demand:18,demo:[5,9,13,55,61,63,66,67,68,70,72,74,75],dens:[9,13,22,23,72],dense_arrai:13,dense_vector:[3,5,13,36,41],dense_vector_sequ:13,dep:17,depend:[17,18,25],deploi:9,deprec:9,deriv:[6,16],desc:34,descent:[9,18],describ:[16,17,21,30,34,61],descript:[8,17,62],deseri:[15,30],design:[9,13,28],desir:[18,61],destin:[22,27],destruct:33,det_output:8,detail:[7,8,9,10,11,21,25,27,33],detect:50,detection_evalu:8,detection_output:8,determin:[9,13],dev:[35,38,50,67,75],develop:[17,30,32,50,75],deviat:7,devic:[7,30,35,38,59],deviceid:59,devid:9,dez:74,dict:[3,8,13,15,35,46,62,72,74,75],dict_dim:[35,46,74],dict_fil:[8,46,73],dict_siz:13,dictionari:[3,8,9,13,15,16,35,70,75],dictrionari:70,dictsiz:75,did:30,diff:50,differ:[8,9,15,17,18,22,24,33],difficult:8,digit:9,dim:[9,13,51,66,74],dimens:[6,9,12,13,35],dimes:9,dir:[43,55,62,68,72,73,74,75],direct:[9,10],directli:[10,17,23,25,30,34],directori:[9,17,20,24,26,27,50,54,61],disabl:35,discard:[13,18,21,50,57],discount:9,discov:18,discuss:[16,21,22,23],dispatch:30,displai:[25,27],disput:75,dist:[32,35],dist_train:[16,25],distanc:8,distinguish:17,distribut:[9,21,22,23,24,57,63,64],distribute_test:[56,57],disucss:16,divid:[11,34],diy_beam_search_prob_so:[56,57],dmkl_root:37,do_forward_backward:31,doc:[5,13,38,52,62],doc_cn:52,docker:[32,35,38,50,61,62,63,64],docker_build:16,docker_push:16,dockerfil:[38,50,62],dockerhub:38,document:[10,26],documentari:3,doe:[10,18,21,22,24,25,30,31],doesn:[7,9,13,16,31],dog:[67,68],doing:24,don:[10,16,17,31],done:[8,9,10,17,18,21,22,50,54,62],dot:75,dot_period:[57,59,62,67,72,74,75],dotmuloper:9,dotmulproject:9,doubl:[9,57],down:54,download:[13,17,18,24,26,61],download_cifar:67,doxygen:50,dozen:17,dpkg:40,dpython_execut:35,dpython_include_dir:35,dpython_librari:35,drive:33,drop:10,drop_rat:7,dropout:[7,10],dropout_r:9,drpi_arm_neon:44,drpi_toolchain:44,drwxr:61,dso_handl:40,dst:22,dtoh:54,dtype:[5,36,68],dubai:75,due:[21,24],dummi:21,durat:21,dure:[3,9,10,18,21,24,25,75],dwith_c_api:[29,43,44],dwith_gpu:[37,44],dwith_profil:54,dwith_python:[29,44],dwith_swig_pi:[29,43,44],dwith_tim:54,dyld_library_path:9,dynam:[3,22,29,31],dynamic_cast:51,each:[3,8,9,10,12,13,15,17,18,21,22,24,25,30,31,33,34,72],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,31],easi:31,easier:[16,31],easili:[16,31,33],ec2:60,echo:[35,38,72,74],edit:8,edu:[13,61,67],effici:9,efg:9,either:[9,13,15,16],electron:61,elem_dim:9,element:[8,9,10,13,15,21,31],element_typ:22,elif:[16,34],els:[16,25,33,34,38,46,51,68],emailweixu:17,emb1:46,emb2:46,emb:[35,46,61,70],emb_group:46,emb_sum:35,embed:[16,49,66,72,74],embedding_lay:[35,46,70],embedding_nam:[9,49],embedding_s:[9,49],empir:9,emplace_back:51,emploi:34,empti:[8,13,18,36],enabl:[7,9,17,21,54],enable_grad_shar:[56,57],enable_parallel_vector:57,enc_proj:[10,49],enc_seq:10,enc_vec:49,encapsul:22,encod:[10,21,46,75],encoded_proj:[10,49],encoded_sequ:[10,49],encoded_vector:49,encoder1:46,encoder1_expand:46,encoder1_rep:46,encoder2:46,encoder2_rep:46,encoder_last:9,encoder_s:49,end:[8,9,30,31,33,49,50,73,74],end_pass:16,enditer:[15,16,41],endpass:[15,16],endpoint:[13,20],endtrain:16,engin:25,english:[9,75],ensembl:10,ensur:[18,33],entir:[9,10,22,24],entiti:[8,33],entri:[13,21,25],entropi:[9,70],entry_point:25,enumer:[6,35],enumerate_data_types_of_data_lay:13,env:[35,62],environ:[9,16,35,54,61],eol:50,eos_id:[9,49],epsilon:11,equal:[9,10,18,46],equat:[8,9,10,11],equival:[9,16,34],error:[7,8,9,10,11,16,21,27,33,35,57,70,72,74,75],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:61,etc:[8,13,31,33,75],etcd:[13,18,21,22,24],etcd_addr:22,etcd_endpoint:13,eth0:[55,62],eval:[8,70,72,74,75],eval_bleu:75,evalu:[9,14,15,24,54,55,72,74,75],evaluate_difficult:8,evaluate_pass:74,even:[16,31],evenli:22,event:[41,61],event_handl:[15,16,41],everi:[8,9,10,13,16,18,21,22,24,33,34],evid:30,exactli:[9,10],exampl:[8,9,10,11,13,15,25,27,30,31,68],exc_path:35,exceed:9,except:[13,24],exchang:30,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:60,exec:38,execut:[17,18,21,25],exist:[16,18,27,31,34,74],exit:[22,27,61],expand:46,expand_a:[9,45,46],expand_lay:46,expand_level:[9,45],expandconvlay:9,expandlevel:45,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,25,33],explicit:51,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extens:24,extent:29,extern:[17,28,29],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,59],extraattribut:9,extraattributenon:9,extract:[8,9,30,66,68,73],extract_fea_c:68,extract_fea_pi:68,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:35,f120da72:61,fa0wx:61,fabric:55,face:17,facotr:9,factor:[7,9,11],factori:28,fail:[18,21,35,40,57,61],failur:[18,22],fake_imag:31,falloc:26,fals:[7,8,9,10,11,13,31,35,36,41,46,49,51,59,61,66,70,73,74,75],false_label:31,false_read:31,faq:65,fast:[9,21,54],faster:[9,10,18],fault:21,fbd1f2bb71f4:61,fc1:[51,59],fc2:59,fc3:59,fc4:59,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[34,35,36,46,59,70,72],fc_layer_nam:10,fc_mat:15,fc_op:34,fc_output:34,fc_param:35,fc_param_attr:10,fclayer:51,fdata:[46,73],fea:68,fea_output:68,feat:74,featur:[3,6,9,13,50,68,72,73],feature_a:35,feature_b:35,feature_map:72,feed:[10,13,15,16,41],feeder:13,fernan:74,festiv:3,fetch:[13,18,35,50],few:[17,18,31],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,34,72],figur:[16,17,66,75],file1:75,file2:75,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,27,29,31,50,68,71,74,75],file_list:3,file_nam:[36,46,68,70,73],filenam:[3,20,35,72],fileoffset:26,filer:9,filesystem:[24,25,26],fill:[9,18,21],filter:[9,10],filter_s:[9,10],filter_size_i:9,find:[9,11,18,24,33,40],findvar:33,fine:[7,21],finish:[18,21,24,25,34,61],first:[9,13,16,18,21,24,25,27,34,70],first_seq:49,firstli:[8,9],firstn:13,firstseen:61,fit:13,fix:[7,28,50],flag:13,flexiabl:31,flexibl:[9,10,16,22],flight:75,float32:[5,13,31,36,68],floor:9,flow:32,folder:[17,20,25,27,75],follow:[8,9,10,11,13,16,17,18,21,25,31,33,34,63,64],forbid:16,force_load:28,forget:[11,16],fork:9,form:[9,10,11],format:[8,13,21,50,51],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,30,51],forwardactiv:51,forwardtest:5,found:[9,33],four:8,frame:8,framework:[16,33,34],free:13,french:75,frequenc:13,frequent:[21,31],fresh:24,friend:33,frog:67,from:[3,5,8,9,10,13,15,17,18,20,21,22,27,30,31,33,35,36,38,48,54,61,66,67,70,72,73,74,75],from_no_sequ:[9,45],from_sequ:[9,45],from_tar:15,fromfil:[31,36,68],fulfil:54,full:[9,18,24],full_matrix_project:[10,46,49],fulli:70,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:51,func:[3,13,21],funciton:10,further:[9,34],futur:[9,24],fvs:34,gain:9,gamma:68,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,46],gate_attr:9,gate_bias_attr:9,gate_param_attr:9,gate_recurr:9,gather:[9,30],gauss:7,gcc:[28,38,43,44],gce:60,gcepersistentdisk:60,gcreators_:34,gdebi:40,gen:[9,75],gen_conf:75,gen_data:75,gen_result:75,gender:[13,62,72],gener:[3,8,9,10,13,15,16,17,18,20,21,22,24,31,34,54,59,62,66,75],generated_word_embed:9,generatedinput:[9,48,49],genr:[62,72],gereat:8,get:[3,8,9,13,15,17,21,22,24,25,26,33,34,40,51,61,67,72,73,74],get_all_op_proto:34,get_batch_s:73,get_best_pass:74,get_config_arg:[59,74],get_data:[61,70,73],get_dict:13,get_embed:13,get_imdb:74,get_input_lay:51,get_model:68,get_movie_title_dict:13,get_sample_from_lin:35,get_shap:15,get_word_dict:13,getbatchs:51,getenv:[16,25,62],gethostbynam:62,gethostnam:62,getidmap:62,getinput:51,getinputgrad:51,getinputvalu:51,getoutputgrad:51,getoutputvalu:51,getparameterptr:51,getpodlist:62,getsiz:51,gettask:21,gettranspos:51,getw:51,getweight:51,getwgrad:51,gildea:73,gist:10,git:[32,35,38,44,50],github:[10,17,38,40,44,50,68],give:[3,18],given:[13,15,22,24,31],glide:17,global:[7,16,17,18,30,33,34,54],global_learning_r:7,globalstat:54,globalstatinfo:54,globe:3,glusterf:60,gnueabihf:44,go_librari:17,go_test:17,gob:21,godep:17,godoc:28,goe:[9,10,18,33],golang:17,good:[9,31],goodfellow13:9,googl:[16,35,43],googleapi:60,got:33,gprotos_:34,gpu:[7,9,12,25,30,32,35,38,40,54,59,68,73,74,75],gpu_id:[35,57,59],gpugpu_id:56,grab:18,grad:[22,57],grad_share_block_num:[56,57],gradient:[7,8,9,11,15,18,21,30,57,62,70],gradient_clipping_threshold:[7,70,74],gradient_evalu:8,gradient_machin:[15,29],gradientmachin:[5,15,29,30,62,72,75],gram:66,graph:[9,15,17,18],grave:74,greater:9,grep:[38,74],groudtruth:49,ground:[8,9,75],group:[10,21],group_input1:49,group_input2:49,group_input:[46,49],grouplen:[13,71],gru:[9,70],gru_bias_attr:10,gru_decod:49,gru_decoder_with_attent:49,gru_encoder_decod:[66,75],gru_layer_attr:10,gru_memori:10,gru_siz:70,gru_step:49,gru_step_lay:10,grumemori:[10,49],gserver:[9,51],gsizex:54,guid:[26,61],gur_group:10,gzip:[21,61],hadoop:16,handi:17,handl:[13,16,25,30,31,33],handler:15,handwrit:74,happen:[21,34],harvest:70,has:[8,9,10,11,13,16,17,18,21,22,24,34,54,73],has_kei:15,hassubseq:46,have:[9,10,13,16,17,18,21,22,24,25,30,31,33],hdf:20,head:74,header:[22,29,36,68],height:[9,13,28,31,51],held:18,hello:16,help:[5,27,50],helper:[9,10],henc:33,here:[7,8,9,10,13,16,17,18,23,27,31,34],heurist:[9,75],hidden:[9,10,35],hidden_a:35,hidden_b:35,hidden_dim:46,hidden_s:10,hierach:48,hierarch:[9,46],high:7,highest:[9,13],highli:13,him:16,hint:5,hl_dso_load:40,hl_get_sync_flag:51,hold:[16,18,21,23,33,34],home:[20,27,55,61,62],honor:21,hook2:46,hook:[7,46,73],hookattr:7,hookattribut:7,horizont:9,hors:67,horst:74,host:[17,25,55,61],host_c:[43,44],hostnetwork:62,hostpath:[60,61,62],hot:70,hous:[3,13],how:[7,9,16,18,21,27,30,34],howardjohnson:46,howev:[9,10,24,30,31,34],howto:62,hpp:28,html:[13,67],htod:54,http:[9,10,13,17,25,38,40,43,44,50,60,61,67,68,71,75],huber:9,huge:9,huina:74,human:9,hyper:9,hyperplan:13,i0601:72,i0706:75,i0719:75,i1116:62,i1117:54,ib0:55,ics:13,icwsm:74,id_input:8,idea:[9,17,31],identityoffsetproject:9,identityproject:9,idmap:62,ids:[8,9,35,72],idx:[21,51],ieee:74,ies:27,ight:9,ignor:[3,9],ijcnlp:74,illustr:[8,18,22],ilsvrc:68,imag:[12,13,16,31,38,50,61,62,63,64,67,68,75],image_a:31,image_b:31,image_classif:67,image_fil:31,image_lay:31,image_list_provid:68,image_nam:16,image_path:31,image_provid:67,image_reader_cr:31,image_s:68,imagenet:[9,20],imagepullpolici:62,imageri:9,images_reader_cr:31,imdber:74,img:[3,9,67],img_conv_lay:10,img_pool_lay:10,img_siz:67,imgsiz:54,imgsizei:54,imgsizex:54,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,25,28,29,30,33,34],impli:17,improv:9,inarg:5,inc_path:35,includ:[8,9,10,13,16,17,22,25,28,29,34,43,44,50,54],incorpor:9,incorrect:9,increas:[18,21,35],incupd:51,inde:[13,31],independ:[9,22,33],index:[8,9,12,13,15,18,21,46,72],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:30,infer:[16,18,28],inferior:24,infiniband:55,info:[8,9,13,41,46,51,55,62],inform:[9,13,25,27,33],ininst:16,init:[7,9,15,41,51,62,73],init_from_tar:15,init_hook:[46,70,73],init_model_path:[56,57,59,66,70,73],initi:[3,7,9,10,13,15,17,21,34,57,70],initial_max:[7,35],initial_mean:[7,9,35],initial_min:[7,35],initial_std:[7,9,35],initpaddl:5,inlcud:10,inner:[35,46],inner_:46,inner_mem:46,inner_param_attr:10,inner_rnn_output:46,inner_rnn_st:46,inner_rnn_state_:46,inner_step:46,inner_step_impl:46,inproj_attr:9,inproj_bias_attr:9,inproj_param_attr:9,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,24,30,31,33,34,35,36,41,45,46,48,49,51,59,62,66,67,70,72,73,75],input_conf:9,input_data:51,input_data_target:51,input_featur:6,input_fil:[36,73],input_hassub_sequence_data:51,input_id:9,input_imag:[10,67],input_index:51,input_label:51,input_lay:51,input_loc:9,input_nam:16,input_proj_bias_attr:10,input_proj_layer_attr:10,input_sequence_data:51,input_sequence_label:51,input_sparse_float_value_data:51,input_sparse_non_value_data:51,input_t:51,input_typ:[35,36,46,70],inputdef:51,inputlayers_:51,inputtyp:13,insert:50,insid:[8,9,18,30,31],instal:[9,25,32,35,40,43,44,50,55,61,67,72],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,25,31],int32:57,int64:26,integ:[3,8,9,13,21,25,28,41,70],integer_sequ:35,integer_valu:[3,13,35,41,46,70],integer_value_sequ:[3,13,46,49,70,73],integer_value_sub_sequ:46,integr:[8,73],inter:9,intercept:9,interfac:[7,9,10,15,21,25,27,30,55],intergr:9,intermedi:27,intern:[9,10,13,15],internet:[17,18],interpret:8,interv:9,introduc:[9,18,33,34],intuit:24,invalid:[31,33],invoc:17,invok:[3,9,15,30,34,54],iob:8,ioe:8,ip_str:62,ipc:60,ips:62,ipt:[9,34,35,46,49],ipython:16,is_gener:[66,75],is_kei:72,is_loc:15,is_predict:[70,74],is_seq:[9,49],is_stat:7,is_tensor:34,is_test:[68,73,74],is_train:3,isinst:[5,41],ispodallrun:62,isspars:51,issu:17,issue_numb:50,item:[9,13,15,24,31,62],iter:[3,9,10,11,13,15,16,18,31],its:[3,9,10,16,18,21,30,33,34,40,54],itself:[10,18,24,33],ivs:34,java:28,jeremi:54,jie:[73,74],jmlr:9,job:[13,24,55,56,57,59,60,62,68,70,73,74,75],job_dispatch_packag:55,job_id:13,job_mod:66,job_nam:[25,62],job_namespac:62,job_path:62,job_path_output:62,job_workspac:55,jobnam:62,jobpath:62,jobselector:62,jobserv:25,johan:74,join:[18,46],joint:75,jointli:[10,75],journal:[73,74],jpg:68,json:[55,61,72],jth:10,jupyt:[25,38],just:[6,8,9,10,13,17,21,22,30,33],jypyt:16,k8s:62,k8s_data:62,k8s_job:16,k8s_token:16,k8s_train:62,k8s_user:16,kafka:20,kaim:9,kaimingh:68,kebilinearinterpbw:54,kebilinearinterpfw:54,keep:[9,13,18,33,34],keep_top_k:9,kei:[3,13,15,18,20,21,26,34,50,54,60,62,72],kept:9,kernel:9,key1:57,key2:57,keyword:62,kill:18,kind:[16,18,23,60,61,62],kingsburi:73,kmax_indic:9,know:[10,16,21],kriz:[13,67],ksimonyan:10,kube:60,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:60,kubectl:[60,61,62],kuberent:18,kubernet:[16,18,53,55,62,63,64],kubernetes_service_host:16,kwarg:[3,10,11,13,34,46,70,73],l1_rate:7,l2_rate:7,l2regular:[67,70,74],label:[3,8,9,11,13,15,31,35,36,41,46,61,67,68,70,73,74],label_dict:73,label_dim:[9,46,70],label_fil:[31,73],label_lay:31,label_list:73,label_path:31,label_slot:73,labeledbow:74,labelselector:62,lag:57,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,33,66],larg:[12,13,50,75],larger:[7,8,9],largerthan:34,last:[8,9,10,45,46],last_seq:46,last_time_step_output:9,lastseen:61,latenc:9,later:17,latest:[9,17,18,24,35,61,62],launcher:16,layer1:[9,10,45],layer2:[9,45],layer3:9,layer:[5,7,8,10,12,13,14,15,31,34,41,45,48,49,51,68,70,73],layer_0:51,layer_attr:[9,49,59],layer_num:[59,68],layer_s:9,layer_typ:9,layerbas:51,layerconfig:51,layergradutil:51,layermap:51,layeroutout:9,layeroutput:10,layers_test:35,lbl:[8,67],ld_library_path:[9,40,55],learn:[7,8,9,10,11,13,16,22,24,31,38,54,67,68,73,74,75],learning_method:[36,66,67,70,74,75],learning_r:[7,22,35,36,66,67,70,74,75],leas:18,least:[8,9,18],lecun:13,left:9,legal:34,leman:75,len:[3,9,22,26,46,51,62,70,73],length:[9,10,13,22,61],less:[9,16],less_than:16,let02:61,let:[8,9,16,24],level:[7,9,48],lgtest:17,lgtest_main:17,lib64:[35,38,40,55,57],lib:[9,29,37,40,43,44],lib_path:35,libapi:17,libari:29,libcuda:[35,38],libjpeg:67,libnvidia:[35,38],libpaddl:[28,29,50],libpaddle_capi:29,libpaddle_gserv:29,libpaddle_math:29,libprotobuf:35,librari:[9,17,23,29,40,55,57],libwarpctc:9,life:18,lifetim:33,like:[8,9,13,17,18,25,31,33,68],limit:[9,13,35,54],linaro:44,line:[3,8,13,17,25,27,35,46,50,59,73],line_count:35,linear:[9,41],linearactiv:36,linguist:73,link:[9,10,17,26,27,33,48,74],linux:[9,26,38,43,44,60],linux_x86_64:32,lipeng:66,lipton:74,list:[2,3,8,9,10,13,15,16,17,21,25,27,30,33,36,55,59,67,68,70,72,73,74,75],littl:22,lium:75,live:18,liwicki:74,load:[9,16,18,36,62,68,73,74,75],load_data_arg:5,load_featur:68,load_feature_c:68,load_feature_pi:68,load_missing_parameter_strategi:[56,57,59,66,73],loadparamet:5,loadsave_parameters_in_pserv:[56,57],loc:8,local:[7,18,23,24,37,40,52,55,56,57,62],localhost:[15,38,60],localip:62,localpath:27,locat:[9,15,17],lock:[17,18,21,22],log:[21,27,35,51,55,57,61,62,67,72,73,74,75],log_barrier_abstract:[56,57],log_barrier_lowest_nod:[56,57],log_barrier_show_log:[56,57],log_clip:[56,57],log_error_clip:[56,57],log_period:[57,59,61,62,67,70,72,73,74,75],log_period_serv:[56,57],logarithm:6,logger:[3,46],logic:[24,30,33],logist:70,look:[3,8,25],lookahead:9,loop:[31,33],loss:[9,70],low:9,lower:9,lpaddle_capi_shar:29,lpaddle_capi_whol:29,lstm:[9,46,49,61,70],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,46],lstm_group_input:46,lstm_input:46,lstm_last:46,lstm_layer_attr:10,lstm_nest_group:46,lstm_output:46,lstm_size:70,lstm_step:10,lstmemori:[10,46,49],lstmemory_group:[9,46],ltr:9,mac:[9,29,38,43],machan:10,machin:[9,10,13,15,48,74,75],machine_transl:49,made:[18,22],mai:[9,31,33],main:5,mainli:23,maintain:[9,21],majel:17,major:75,make:[3,8,9,16,17,18,21,22,24,30,31,40,43,44,50,51,54,74],make_vari:34,man:26,manag:[18,22,23,27,33],mandarin:9,mani:[9,10,17,21,30,33,34],manner:9,manufactur:75,manylinux1_x86_64:32,mao:74,map:[8,9,13,15,16,21,33,34,41],map_read:13,mapper:13,mapreduc:16,marcu:74,mark:[33,73],mark_slot:73,market:74,martha:73,mask:[7,9],master:[16,24,32,60,74],mastermind:17,mat:[28,29],mat_param_attr:10,match:[9,17],math:[10,28,51,54],matirx:9,matplotlib:67,matrix:[8,9,10,13,15,28,29,51],matrixptr:51,matrixtyp:29,max:[7,9,13,45,54,59,72],max_id:[9,15],max_job_id:13,max_length:[9,49],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,9,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,31,33,35,57,68,72],mean_img_s:67,mean_meta:68,mean_meta_224:68,mean_valu:68,mechan:[9,10,23],meet:73,mem:[9,25,46],member:[13,16,30,33],memcpi:[30,54],memori:[10,21,25,49,54,61],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:[56,57],mention:[17,21],mere:10,merg:[9,22,24,30,50],mergedict:[66,75],messag:[50,61],meta:[55,67,68,72],meta_config:[55,72],meta_gener:[55,72],meta_path:67,metadata:[26,61,62],metal:60,metaplotlib:16,method:[3,9,11,15,24,33,75],mfs:62,might:[9,17],million:13,min:[7,9,54,59,72],min_pool_s:[3,35],min_word_freq:13,mini:[9,13,15,18],mini_batch:31,minibatch:9,minibatch_data:13,minikub:60,minim:11,minimum:9,minsizerel:[43,44],minut:[18,24],mip:43,mirror:17,mislead:22,miss:73,mix:[10,49],mixed_lay:[10,46,73],mixed_layer_attr:10,mixedlayertyp:9,mkdir:27,mkl:37,mkl_root:37,ml_data:[55,72],mnist:[3,5,20,31],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:31,mnist_train:[3,31],mnist_train_batch_read:31,mnt:62,mod:73,mode:[9,50,62,74],model:[9,10,13,15,18,19,59,66,67,70,72,73,74,75],model_config:5,model_list:[57,59,73,74],model_output:74,model_path:59,model_zoo:[66,68],modifi:50,modul:[3,10,13,15,36,67,68,70],modulo:9,momentum:[7,33,35,41,70],momentumoptim:[36,67],mon:61,mono:9,month:[17,75],mood:74,moosef:60,more:[8,9,10,13,16,17,18,21,24,25,27,31,35,54],morin:9,mose:[74,75],moses_bleu:75,mosesdecod:74,most:[9,13,16,17,24,31],mount:25,mountpath:[61,62],move:[9,18,21,27],movi:[3,13,72],movie_categori:13,movie_id:[62,72],movie_info:13,movie_review:13,movieinfo:13,movielen:71,moving_average_fract:9,mpi:55,mse_cost:[36,41],much:[9,18,31],mul:51,multi:[9,30,68,75],multi_binary_label_cross_entropi:9,multi_crop:68,multigradientmachin:30,multinomi:9,multipl:[8,9,10,13,15,16,21,22,24],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,31,34,40,51],my_standalone_toolchain:43,mypaddl:[61,62],name:[3,7,8,9,10,12,13,15,16,18,20,22,25,29,32,34,36,38,41,46,49,51,54,59,60,61,62,63,64,67,70,72,75],name_prefix:20,namespac:[28,51,60,61,62],nativ:9,natur:[21,24],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:43,necessari:[9,22,24,30,34],need:[8,9,10,13,16,17,21,22,24,25,27,30,33,34,35,54,62],neg:[3,8,9,73,74],neg_distribut:9,neg_overlap:9,neg_pos_ratio:9,ner:8,nest:[9,13],net:[9,10,33,74],net_conf:74,net_diagram:68,network:[5,7,8,9,11,13,14,15,16,18,31,33,34,41,46,55,59,62,66,67,68,73,74,75],network_config:59,neural:[9,10,11,13,15,16,18,33,46,48,66,73,74,75],neuralnetwork:30,never:[13,31,33,61,62],newest:22,newvar:33,next:[3,9,13,18,23],nfs:62,nfsdir:62,nginx:38,ngram:13,nic:[55,56,57,62],nil:21,nine:13,nlp:9,nltk:13,nms_threshold:9,nms_top_k:9,nmt:75,nnz:51,no_cach:3,no_sequ:[3,9,41,72],noah:74,noavx:38,node0:62,node:[9,17,24,60,61,62],node_0:62,node_1:62,node_2:62,nodebook:38,nodefil:55,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,34,36,49,68],norm:10,norm_by_tim:9,normal:[9,10,13,61,62,68],notat:9,note:[7,9,10,12,15,16,21,25,31,40,74],notebook:25,noth:[6,15,33,50],novel:74,now:[9,13,17,18,33,48],np_arrai:13,ntst1213:75,ntst14:75,nullptr:[33,40,51],num:[9,10,55,57,62,73,74,75],num_channel:[9,10,67],num_chunk_typ:8,num_class:[9,10,67],num_filt:[9,10],num_gradient_serv:[56,57],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,36,41,56,57,59,61,62,70,72,73,74,75],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,31,34,75],numchunktyp:8,numdevices_:59,numlogicaldevices_:59,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,31,36,41,68],numsampl:54,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,38],nvidia:[35,38],obei:8,obj:[3,35,36,67,68,70,72],object:[3,7,9,10,11,13,15,16,28,33,54],observ:11,obtain:24,obvious:17,occup:[62,72],occur:[13,15],oct:61,odd:9,off:[29,37,38,40,43,44,50],offer:34,offici:[9,17],offlin:[18,20],offset:[9,72],ograd:51,old:[22,24],omit:[35,70],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,25,30,31,33,70,73,74],one_host_dens:72,one_hot_dens:72,onli:[8,9,10,12,13,15,16,17,21,22,23,24,25,27,30,34,46,48],onlin:[9,11,18,20,31],op_class:34,op_maker_class:34,op_proto:34,opcreat:34,opdesc:34,open:[3,9,16,20,31,35,36,46,68,73],openbla:37,openblas_root:37,oper:[9,10,11,13,33],operatorbas:34,opinion:74,opmak:34,opprotomak:34,opregist:34,opregistri:34,ops:17,ops_test:17,opt:[16,34,37,62],optim:[7,14,15,30,35,41],option:[8,9,16,17,34],optyp:34,order:[9,10,13,15,31,62],org:[8,9,10,13,20,26,38,71],organ:[8,9],orient:34,origin:[9,13,33,50],other:[8,9,10,13,18,22,27,33,34],otherchunktyp:8,otherwis:[9,13,16,18,22,24,31],our:[16,17,33],out:[9,15,16,17,21,24,46,48,49,67],out_dir:62,out_left:9,out_mem:49,out_memori:10,out_right:9,out_size_i:9,out_size_x:9,outer:46,outer_mem:46,outer_rnn_st:46,outer_rnn_state_:46,outer_step:46,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,10,12,13,15,16,20,24,27,31,33,34,35,36,46,49,55,59,61,62,66,67,68,70,72,73,74],output_:9,output_dir:68,output_fil:73,output_id:9,output_lay:[15,68],output_max_index:12,output_mem:[9,49],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,33],outv:51,over:[9,10,16],overlap:[8,9],overlap_threshold:[8,9],overrid:[18,27],overview:[21,22,23],overwrit:27,own:[22,24,34],packag:[13,21,25,32,35],pad:10,pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,25,27,28,29,30,34,36,38,40,41,49,50,51,52,54,55,59,61,62,66,67,70,72,73,74,75],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:[28,29],paddle_exampl:25,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:25,paddle_matrix:[28,29],paddle_matrix_cr:29,paddle_matrix_get_shap:28,paddle_matrix_shap:28,paddle_n:[55,62],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:25,paddle_output:61,paddle_paramet:22,paddle_port:[55,62],paddle_ports_num:[55,62],paddle_ports_num_for_spars:55,paddle_ports_num_spars:62,paddle_process_by_paddl:62,paddle_pserver2:55,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:66,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:62,paddle_source_root:66,paddle_train:[29,32,55,62],paddledev:[35,38,61,62],paddlepaddl:[9,10,13,17,18,20,22,23,24,25,26,27,31,32,33,35,38,40,49,50,54,55,63,64,66,73],pair:[8,9],pakcag:17,palceholder_just_ignore_the_embed:66,palmer:73,paper:[9,75],para:66,paraconvert:66,parallel:[54,59,61,62,75],parallel_nn:[7,56,57],param:[7,9,10,13,22,30],param_attr:[9,10,35,36,49],param_config_proto:22,paramattr:[7,9,35,36,49],paramet:[8,10,11,12,13,14,17,19,24,27,31,33,34,41,57,62,72,73,74,75],parameter_attribut:9,parameter_block_s:[56,57],parameter_block_size_for_spars:[56,57],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:62,parametermap:51,parameters_:51,parameterset:16,parameterupdat:30,parametris:11,paramutil:72,paraphras:[66,75],paraphrase_data:66,paraphrase_model:66,paraphrase_modeldata:66,paraspars:51,parent_:33,pars:[13,17],parse_config:5,parse_known_arg:62,parsefromstr:35,parser:62,part:[8,9,24,74],partial:[9,15],partial_sum:9,partit:[18,20],paserv:62,pass:[3,9,13,15,18,30,31,33,35,36,41,50,54,57,59,61,62,67,70,72,73,74,75],pass_id:[15,41],pass_idx:31,passtyp:51,past:16,patch:26,path:[8,9,13,15,18,21,22,25,31,40,43,44,55,57,60,61,62,73,74],pattern:[13,18,28,74],paul:73,paus:[18,24],pave:75,pdf:[9,10],pem:[16,20],pend:[18,21],penn:73,per:[8,9,13,18,22,31],perform:[9,10,22,30,54,56],period:[18,24,57,73,74,75],perl:[74,75],peroid:9,persistentvolum:60,persistentvolumeclaim:[60,62],person:[8,16],pfs:[20,27],pfsclient:20,pfspath:27,pid:60,piec:[9,10],pillow:[25,67],pip:[32,35,50,55,67,72],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18,24],plain:[8,9,15,25,29],plan:18,platform:43,pleas:[7,9,10,11,16,18,21,22,23,31,35,40,62],plot:[16,67],plotcurv:67,plu:9,png:67,pnpairvalid:56,pod:[20,25,60,61,62],podip:62,podlist:62,point:[18,25,54],pointer:[22,33],polar:13,poll:74,pollut:24,pool3:51,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:[10,35,70],pooling_typ:[9,35,45,70],poolingtyp:12,popul:22,popular:17,port:[17,55,56,57,61,62],port_num:56,ports_num:[57,62],ports_num_for_spars:[56,57,59,62],pos:[72,74],pose:18,posit:[3,8,9,13],positive_label:8,posix:60,possibl:[16,21],post:[25,26],potenti:54,practic:9,pre:[9,10,13,16,22,66,74,75],pre_dictandmodel:66,precis:8,precision_evalu:8,pred:73,predetermin:9,predic:[13,73],predicate_dict:73,predicate_dict_fil:73,predicate_slot:73,predict:[3,5,8,9,11,15,35,55,66,67,68,70,72,73,74],predict_fil:[56,57],predict_output_dir:[56,57,70],predict_sampl:5,prediction1:15,prediction2:15,predin:67,prefer:60,prefetch:51,prefix:[8,18,20],pregrad:51,premodel:66,prepar:[25,30,63],preprocess:[13,55,66,67,70,72,74,75],present:[16,50],preserv:27,prev_batch_st:[56,57],prevent:[11,16,18,21,24],previou:[9,10,18,27],previous:9,price:13,principl:[16,17],print:[5,7,15,16,36,41],printallstatu:54,printer:8,printstatu:54,priorbox:9,prite:8,privat:[29,33,34,50],prob:[8,15],probabilist:[9,66],probabl:[8,9,15],problem:[9,11,16,17,24],proc:38,proce:[13,18,31],proceed:[9,73],process2:46,process:[3,7,9,10,13,16,20,21,24,34,35,36,46,62,70,72,73],process_num:13,processdata:[67,68],processor:54,prod:[38,50],prodict:9,produc:[9,10,13,18,31],product:25,productgraph:61,profil:[27,54],proflier:54,prog:62,program:[13,16,20,22,24,31,33,54,62],progress:[18,21],proj:9,project:[9,10,25,29],promis:[9,10],prompt:27,prone:16,prop:73,propag:11,proposit:73,protect:[34,51],proto:[12,34],proto_:34,protobuf:[25,34,35],protocol:8,provid:[9,13,16,22,25,34,35,36,46,56,70,73],prune:9,ps_desir:18,pserver:[15,22,23,25,55,56,57,62],pserver_addr:22,pserver_cpu:25,pserver_id:19,pserver_mem:25,pserver_num_thread:[56,57],pserver_spec:15,pseudo:[16,25],psize:51,ptr:29,pull:[17,32,38],purpos:[18,54],push:62,push_back:51,put:[17,18],pwd:[38,50],py_paddl:[5,13,35,52],pydataprovid:35,pydataprovider2:[3,5,36,62],pyramid:9,pyramid_height:9,python:[9,15,16,23,28,30,32,35,38,49,50,51,52,55,66,67,68,72,73,74,75],pythonpath:[35,67],pzo:74,queri:[9,75],question:[9,16,34],quick:61,quick_start:[25,61,62,63,70],quick_start_data:61,quickstart:61,r14b:43,r_t:9,rac:9,rais:13,ramnath:74,ran:54,rand:[54,57,59,73],random:[7,9,13,20,30,31,36],random_imag:20,randomli:24,rang:[9,13,20,31,34,62,70],rank:[9,16,68,70],rare:3,raspberri:44,raspberrypi:44,raspbian:44,rate:[7,8,10,11,13,22,55,62,72],rather:25,ratio:[9,57],raw:9,raw_meta:72,rdma_tcp:[56,57],reach:18,read:[3,13,15,16,18,20,31,36,68],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:35,read_ranking_model_data:16,reader:[15,20,41],reader_cr:20,reader_creator_bool:31,reader_creator_random_imag:[13,31],reader_creator_random_image_and_label:[13,31],readi:[18,61],readm:[29,50,72,74],real:31,real_process:3,realist:16,reason:[10,16,18,61],recal:8,receiv:[18,25],recognit:[9,68,74],recommend:[10,16,55,62,72],record:[13,21,34,73],recordio:[13,16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[33,46,47,73,74],recurrent_group:[10,46,48,49],recurrent_lay:10,recurrentgradientmachin:29,recurrentgroup:8,recurs:[17,27],reduc:11,ref:72,refactor:30,refer:[7,9,10,11,18,21,22,23,33,37],referenc:[9,21],reference_cblas_root:37,refine_unknown_arg:62,reflect:21,reg:34,region:[9,33],register_gpu_profil:54,register_lay:51,register_op:34,register_timer_info:54,registerop:34,registri:[25,61],regular:[7,67,70,74],rel:[10,24],relat:[18,24,25,33],relationship:13,releas:[32,40,43,44,60,73],reliabl:18,relu:9,rememb:9,remot:[7,17,50,55,57,59],remoteparameterupdat:23,remov:[13,27,50],renam:27,reorgan:9,repeat:34,replac:[17,21],replicaset:25,repo:17,report:21,reportdataset:21,repositori:[9,43],repres:[9,10,13,21],represent:[9,22],request:[17,18,24,32,61,75],requir:[8,9,16,18,22,24,25,27,34,55,72],res5_3_branch2c_bn:68,res5_3_branch2c_conv:68,res:73,research:[13,67],reserv:27,reserveoutput:51,reset:[9,18],reshap:31,reshape_s:9,residu:68,resnet_101:68,resnet_152:68,resnet_50:68,resolv:[17,50,61],respons:[9,30,61],rest:[9,25,26],restart:[18,22,61],restartpolici:[61,62],restrict:33,resu:31,result:[3,6,8,9,15,21,54,70,75],result_fil:8,resum:24,retriev:33,return_seq:10,reuqest:32,reus:[24,31],reveal:16,revers:[9,10,48,49],review:[13,50,61,74],reviews_electronics_5:61,rewrit:[17,75],rgb:9,rgen:74,rho:11,right:[9,17,25],rkt:25,rmsprop:70,rnn:[9,10,33,48,49,56,74],rnn_bias_attr:49,rnn_layer_attr:49,rnn_out:49,rnn_state:46,rnn_state_:46,rnn_step:9,rnn_use_batch:[56,57],rnnlm:13,robot:67,role:[13,16,21,22,73,74],roman:74,root:[11,12,38,55,61,62,66],root_dir:55,rot:9,routledg:74,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:44,rpi_arm_neon:44,rpi_toolchain:44,rstrip:62,rtype:[9,13],rule:8,run:[16,17,18,25,33,35,38,50,54,55,61,62,63,64,72],runinitfunct:[54,62],running_on_cloud:25,runtim:[3,35],safe:25,sai:9,same:[3,8,9,10,15,16,21,22,24,33,46,70],samping_id:9,sampl:[3,8,13,34,70,72,74,75],sample_id:8,sample_num:8,santiago:74,satifi:8,satisfi:17,save:[3,9,13,15,18,20,21,22,25,61,72,73,74,75],save_dir:[36,57,59,61,62,67,70,72,73,74,75],save_only_on:[56,57],saving_period:[56,57,62],saving_period_by_batch:[56,57,59],saw:3,scalar:9,scale:[6,34],scalingproject:9,scan:21,scatter:9,schedul:[21,25],scheduler_factor:7,scheme:8,schmidhub:74,schwenk:75,scienc:74,score:[8,9,72],script:[13,52],seaplane_s_000978:67,search:[9,18,33,49,75],seat:75,second:[9,13,16,27,31,33,34,70],sed:74,see:[9,10,16,18,35],seed:[54,57],seem:17,segment:8,sel_fc:9,selcet:9,select:9,selected_indic:9,selectiv:9,selector:61,self:51,selfnorm:9,semant:[13,16,32,73,74],semat:16,sen_len:73,send:[18,22,34],sent:[16,22,34,61],sentanc:35,sentenc:[3,9,13,46,49,73],sentence_last_state1:46,sentence_last_state2:46,sentiment:[3,73,74],sentiment_data:74,sentiment_net:74,sentimental_provid:3,sentimental_train:3,separ:[8,22,72],seq:[9,13,46,72],seq_pool:[9,45],seq_text_print:8,seq_to_seq_data:[66,75],seq_typ:13,seqlastin:46,seqtext_evalu:8,seqtoseq:[9,35,66,75],seqtoseq_net:[9,66,75],sequel:3,sequenc:[3,6,8,9,10,12,13,35,41,46,48,70,72,74,75],sequence_conv_pool:70,sequence_group:9,sequence_layer_group:46,sequence_nest_group:9,sequence_nest_layer_group:46,sequencegen:46,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,41],sequenti:[9,73],seri:[10,46,74],serial:[15,21,30],server:[16,17,23,24,55,57,60,62],serverless:18,set:[3,7,8,9,10,13,15,16,18,25,33,35,36,46,54,55,61,66,67,68,70,73,74,75],set_active_typ:51,set_default_parameter_nam:7,set_drop_r:51,set_input:9,set_siz:51,set_typ:51,settotalbyteslimit:35,setup:[32,51],sever:[8,9,30],sgd:[11,15,16,18,25,30,36,41,55,56,74],shall:17,shape:[9,13,15,41],shard:[18,19,20,21,22,24],share:[9,17,29,30,73],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[28,29,33],ship:67,shold:74,shorten:9,should:[7,8,9,13,15,16,22,25,30,31,34,48],should_be_fals:16,should_be_tru:16,should_shuffl:[3,46,73],show:[8,11,13,18,27,73,74,75],show_check_sparse_distribution_log:[56,57],show_layer_stat:[56,57],show_parameter_stats_period:[56,57,59,61,73,74,75],shown:[9,16],shuf:[35,72],shuffl:[13,35],side:[9,15,30],sigint:55,sigmod:34,sigmod_op:34,sigmod_output:34,sigmoid:[9,34],sigmoidactiv:[10,46],sign:26,similar:[9,31],similarli:[9,13],simpl:[6,8,9,10,13,15,33,34,62],simple_attent:49,simple_gru:[49,70],simple_lstm:[9,70],simple_rnn:[9,49],simpler:30,simpli:[9,16,22],simplifi:[16,34],sinc:[9,18,21,23,24,31],singl:[8,10,13,18,33],sinlg:15,site:17,size:[3,8,9,10,11,13,18,20,22,31,34,35,36,41,46,49,51,67,68,70,74,75],size_a:9,size_b:9,size_t:51,skip:[31,36,50,68],sleep:62,sliceproject:9,slide:[9,11,13,18],slope:9,slot:[72,73],small:13,small_messag:[56,57],small_vgg:67,smaller:[9,18],smart:33,smartli:9,smith:74,smooth:9,snap:61,snapshot:[19,24],sock:25,sock_recv_buf_s:[56,57],sock_send_buf_s:[56,57],socket:62,softmax:[9,10,16,35,49,51,70],softmax_param:35,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[35,46,70],solv:16,some:[7,9,13,15,16,17,21,22,24,25,33],some_c_api_funct:29,some_inst:29,some_python_class:28,somecppclass:28,somedata:15,somegotyp:28,someth:9,sometim:[11,31],somewhat:22,somewher:33,soon:18,sort:[9,13,62,74],sourc:[9,13,17,27,29,31,75],source_dict_dim:49,source_language_word:49,space:[8,9],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,35,51,55,57,59,62],sparse_binary_vector:[3,13,35,41],sparse_binary_vector_sequ:13,sparse_float_vector:[3,41],sparse_non_value_slot:13,sparse_upd:[7,35],sparse_value_slot:13,sparse_vector:[13,35],sparse_vector_sequ:13,sparseparam:51,sparseprefetchrowcpumatrix:51,spatial:9,spec:[61,62],special:[9,22],specif:[17,27,33],specifi:[8,9,13,16,21,22,25,27,33,34,40],speech:9,speed:10,sphinx:[28,38,52],split:[3,9,24,46,55,72,73],split_count:62,sqrt:9,squar:[9,11,12],squarerootnpool:9,squash:50,squenc:9,srand:57,src:[17,62,75],src_backward:49,src_dict:35,src_dict_path:35,src_embed:49,src_forward:49,src_root:5,src_word_id:49,srl:[13,73],ssd:9,ssh:[38,55],sshd:38,sstabl:16,stabl:[32,60],stacked_lstm_net:74,stacked_num:74,stackexchang:9,stage:[17,23,50],stake:75,stale:18,standalon:43,standard:7,stanford:[13,61],star:17,start:[9,15,17,18,21,22,24,25,30,35,50,57,61,62],start_paddl:62,start_pass:[56,57],start_pserv:[56,57],startpaddl:62,startup:[18,25],stat:[54,57,73,74,75],state:[9,10,18,33,48,61],state_act:[9,10,46],statfulset:62,staticinput:[9,48,49],statist:9,statset:54,statu:[25,50,54,61,62],status:61,std:[17,28,29,33,34,51,57],stderr:55,stdout:55,step:[9,10,12,18,22,30,34,46,48,49],stepnet:33,stepout:46,still:[21,24],stochast:[11,18,21,24],stock:74,stop:9,storag:[26,60],store:[8,9,13,17,30,33],str:[15,25,59,62],strategi:[12,18,57,73],street:[9,73],strict:31,stride:[9,10],stride_i:9,stride_x:9,string:[3,8,9,21,27,33,34,51,57],strip:[35,46,73],struct:[21,22,26,29,34],structur:[13,21],stuff:50,stun:3,style:[9,34],sub:[8,9,13,16,24,30],sub_nest_seq:9,sub_sequ:[3,9,41],subcommand:27,subgradi:11,subnet:16,subobjectpath:61,subseq:[45,48],subsequ:9,subsequenceinput:[9,46],succeed:[21,61],success:[9,22,61],successfulcr:61,sudo:[40,67],suffic:31,suffix:25,suggest:[9,17],sum:[9,11,19],sum_:9,sumpool:[9,35],support:[7,8,9,12,13,18,24,25,30,31,46],suppos:17,suppress:[9,27],sure:[40,74],surpass:9,svs:34,swagger:26,swap_channel:68,swig:[23,28,29],swig_paddl:[5,13],symbol:[9,29],symlink:50,sync:18,syncflag:51,synchron:[11,18,21],syntax:31,sys:68,sysroot:43,system:[17,18,22,24,26,35,74],t2b:66,tab:70,tabl:[8,9],tableproject:9,tag:[8,13,35,38],tagtyp:8,tainer_id:62,take:[3,8,9,10,16,17,24],talk:22,tanh:[9,10,49,51],tanhactiv:[10,46],tar:15,target:[9,13,15,17,75],target_dict_dim:49,target_dictionary_dim:9,target_language_embed:9,target_language_word:49,target_link_librari:17,targetinlink:[9,46],task:[8,9,34,73],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,46],tconf:74,tcp:57,tear:54,technic:18,tee:[61,67,73,74,75],tell:[18,21,22,34],tellig:74,templat:[34,61,62],tempor:9,temporari:25,tensor:17,tensor_test:17,term:[9,10,18],termin:61,tesh:73,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,29,31,32,50,51,54,55,57,59,67,68,70,72,73,74,75],test_all_data_in_one_period:[61,67,72,73,74],test_compar:35,test_comparespars:35,test_comparetwonet:35,test_comparetwoopt:35,test_config_pars:35,test_data:[5,75],test_fcgrad:51,test_gpuprofil:54,test_layergrad:51,test_list:[3,35,36,67],test_networkcompar:35,test_part_000:74,test_pass:[56,57,59,75],test_period:[56,57,59],test_predict:35,test_pydataprovid:35,test_pydataprovider2:35,test_pydataproviderwrapp:35,test_ratio:72,test_recurrent_machine_gener:35,test_recurrentgradientmachin:[35,46],test_swig_api:35,test_train:35,test_traineronepass:35,test_wait:[56,57],testa:16,testb:16,testbilinearfwdbwd:54,testconfig:51,tester:[72,75],testfcgrad:51,testfclay:51,testlayergrad:51,testq:16,testresult:15,testutil:51,text1:27,text:[3,8,10,13,16,66,74,75],text_conv:70,text_conv_pool:72,text_fil:[13,74],tflop:54,tgz:13,than:[7,8,9,10,18,25,35],thei:[16,17,18,22,24,27,34,54],them:[8,9,10,16,17,18,25,31,33,34,54],themselv:17,therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,25,30,31,34,54,74],thing:3,think:[16,17],third:[9,18],third_parti:[9,43,44],those:[17,18,73],thought:17,thread:54,thread_local_rand_use_global_se:[56,57],threadid:59,threadloc:54,three:[8,9,18,30,31,68],threshold:[7,8,9,18,21,57],through:[9,17,18,21,23],throughput:54,thu:[9,24],tier:61,time:[9,10,12,13,16,17,18,21,24,31,34,46,54,57,61,62,74],timelin:9,timeout:[18,21],timeout_sec:13,timer:54,timestamp:[9,19],timestep:[9,33],titl:[13,62,72],tls:26,tmp:3,to_no_sequ:[9,45],to_sequ:[9,45,46],to_your_paddle_clone_path:52,todo:[8,9,13,18,21,24,34],toend:9,togeth:[9,10,13,15],token:[8,9,16,49,74],too:13,tool:[43,44,52,62],toolchain:[43,44],top:[8,9,68],top_k:8,topolog:[13,16,18,30],topolopi:15,toronto:[13,67],total:[15,18,31,54,61,75],total_pass:31,touch:74,tourist:75,track:[18,21,50],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,24,30,35,36,40,41,49,55,57,59,61,62,63,64,66,67,68,70,72,73,74,75],train_arg:62,train_args_dict:62,train_args_list:62,train_conf:[66,75],train_config_dir:62,train_data:75,train_i:41,train_list:[3,35,36,67,68],train_part_000:74,train_read:41,train_x:41,trainabl:9,trainer:[3,5,16,19,20,21,23,30,36,41,51,57,59,62,73,74,75],trainer_config:[2,3,5,36,55,61,62,70,72,74],trainer_config_help:[3,35,36,51,67],trainer_count:[35,56,57,59,61,62,72,73,74,75],trainer_cpu:25,trainer_cr:25,trainer_gpu:25,trainer_id:[57,62],trainer_mem:25,trainer_packag:25,trainerconfighelp:35,trainerid:[24,62],trainerintern:[70,72,75],tran:51,transact:[18,21,74],transform:9,transform_param_attr:10,translat:[9,10,66,75],transpos:9,transposedfullmatrixproject:9,travel:3,travi:50,treat:[9,22],treatment:22,tree:[9,62],trg:75,trg_embed:49,tricki:28,trigger:[24,30],trim:9,truck:67,true_imag:31,true_label:31,true_read:31,truth:[8,9,75],tune:[7,9,56],tupl:[9,13,15,31],ture:9,turn:[9,31,48],tutori:[61,62,63,64,66,75],tweet:74,twine:32,twitter:74,two:[8,9,10,16,22,23,24,25,27,31,33,34,54],txt:[3,17,25,27,51,55,60,70,72,74],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,29,31,34,36,41,46,49,51,59,61,68,70,72,73],type_nam:34,typedef:[22,28,29],typeid:34,typenam:34,typic:8,ubuntu:32,ubyt:31,uci:13,ufldl:9,uid:61,uint32:26,uint64:28,uint64_t:28,unawar:22,unclear:24,unconstrain:74,under:[17,21],understand_senti:49,undeterminist:54,unidirect:9,uniform:[7,9,13,20,31],uninstal:35,uniqu:[16,18,24,25,33],unique_ptr:[33,51],unit:[9,10,17],unittest:[29,35],univ:75,unix:55,unk:[66,75],unk_idx:73,unknown:9,unlik:9,unordered_map:33,unseg:9,unsign:22,unsup:74,unsupbow:74,until:[18,22,33,62],untrack:50,unzip:43,updat:[7,9,18,21,22,26,30,33,50,55,59],update_equ:[15,41],update_hook:7,updatecallback:51,upgrad:35,upload:[18,25,26,32],upper:9,upstream:[35,50],url:[13,74],urls_neg:74,urls_po:74,urls_unsup:74,usag:[8,9,10,13,15,30,62],use:[7,8,9,10,12,13,15,16,17,18,23,30,33,34,50,54,62,68,73,74,75],use_etcd:15,use_global_stat:9,use_gpu:[5,9,35,41,56,57,59,61,62,67,68,70,72,73,74,75],use_jpeg:67,use_old_updat:[56,57],use_seq:[36,72],used:[3,8,9,10,11,12,13,15,16,17,18,23,24,30,31,33,34,54,74],useful:[9,10,33],usegpu:51,user:[7,9,10,13,15,16,17,20,21,24,25,27,31,33,34,60,72],user_id:[62,72],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,50],uses:[18,24,30],using:[7,9,10,13,16,17,18,21,22,24,25,27,31,33,34,40,73],usr:[35,37,38,40,55,57,62],usrdict:66,usrmodel:66,usual:[9,13,15,25,54],utc:71,util:[54,62,67,72],uuid:[19,24],v28:9,v7a:43,valid:[31,33],valu:[3,5,7,8,9,11,12,13,15,18,30,33,34,51,59,62,68,70,73],value1:57,value2:57,value_evalu:8,value_rang:13,vanilla:49,variabl:[9,13,16,34,61],varianc:9,varproto:34,vars_:33,vector:[9,10,13,16,22,70,72],vendor:17,verb:13,verbos:27,veri:[9,12,17,21,30,33,67],version:[9,10,17,25,27,32,38,40,54,56,57],versu:16,vertic:9,vgg:[10,67],vgg_16_cifar:67,via:[18,31,40,50],view:9,visibl:[24,33],vision:67,visipedia:67,visual:9,vocab:74,volum:[38,60,61,62],volumemount:[61,62],vutbr:13,wai:[8,9,10,16,22,24,75],wait:[11,18,22,62],wall:73,wangkuiyi:17,want:[3,9,10,16,25,31,33],warn:[27,35,62],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:68,wei:[73,74],weight:[8,9,10,11,51,68],weight_act:10,weightlist:51,weights_:51,weights_t:51,welcom:17,well:25,were:[8,17],wether:9,wget:43,what:[7,9,10,11,17,34,50],when:[3,7,8,9,13,15,17,18,21,22,25,27,30,54],where:[9,10,11,16,18,24],wherea:21,whether:[8,9,10,31,74],which:[7,8,9,10,11,13,16,17,18,20,21,22,24,25,30,31,33,34,72],whoever:22,whole:[3,8,13,28,29,34],whose:[9,13,18,24,34],why:[10,29,54],wide:17,width:[8,9,13,28,31,51,75],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,60],wise:9,with_avx:[37,38,40,43,50],with_bia:34,with_c_api:[43,44],with_doc:37,with_dock:52,with_doubl:[37,40,51],with_dso:37,with_gpu:[37,38,40,43,50],with_predict_sdk:40,with_profil:54,with_python:[37,40,43],with_rdma:[37,40,43],with_style_check:[37,50],with_swig_pi:[37,43],with_test:[37,38,50],with_tim:[37,40,54],within:[9,21],without:[8,9,18,22,31],wmt14:[49,75],wmt14_data:75,wmt14_model:75,wmt_shrinked_data:13,woboq:38,won:46,wonder:3,word2vec:[25,35],word:[3,8,9,13,34,35,46,48,70,73],word_dict:[46,70,73],word_dim:[46,70],word_id:[3,35],word_idx:13,word_slot:73,word_vector_dim:[9,49,66],words_freq_sort:13,work:[13,16,17,18,31,38,46,50,61,62],workspac:55,would:[15,17,18,24,30,31,73],wrapper:[10,17,54],write:[13,16,18,24,31,73],write_lock:19,writelin:36,writer:16,wrong:31,wsj:73,wuyi:60,www:[9,13,67,75],x64:44,x86:[43,44],x86_64:43,x_1:9,x_n:9,xarg:[8,35,38,51],xgbe0:57,xgbe1:57,xiaojun:74,xmap_read:13,xrang:[31,36,41,51],xxbow:74,xxx:[16,68,75],xxxx:19,y_predict:41,yaml:[17,61,62],yancey1989:25,yann:13,yapf:50,yeild:15,yield:[3,13,16,20,31,35,36,41,46,73],you:[3,7,9,10,25,33,40,68,74],your:[9,16,17,25,27,35,43,44],your_paddle_source_dir:9,your_param_nam:35,your_repo:62,your_source_root:29,yourself:9,yuyang18:[9,13],zachari:74,zeng:74,zero:[7,9,11,13,18,30,57],zhou:[73,74],zip:[13,43,62,71],zoo:66},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","Design Doc: Save Model","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","Design of Scope in Paddle","Interaction between C++ and Python","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":62,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":75,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":66,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":72,"\u4e0b\u8f7d\u6570\u636e":61,"\u4e0d\u4f7f\u7528":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e2d\u6587\u5b57\u5178":66,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":66,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":54,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":54,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ecb\u7ecd":[66,68],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":50,"\u4efb\u52a1\u7b80\u4ecb":36,"\u4f18\u5316\u7b97\u6cd5":70,"\u4f7f\u7528":[50,61],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u6848\u4f8b":59,"\u4f7f\u7528\u6982\u8ff0":70,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":59,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":62,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":66,"\u4f7f\u7528\u8bf4\u660e":53,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":75,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":75,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":50,"\u4fee\u6539\u542f\u52a8\u811a\u672c":61,"\u4fee\u6539\u6587\u6863":52,"\u514b\u9686":50,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":54,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":51,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[43,44],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":55,"\u51c6\u5907\u6570\u636e":[36,72],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":62,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":55,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":35,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":35,"\u5206\u5272\u8bad\u7ec3":72,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u521b\u5efa\u672c\u5730\u5206\u652f":50,"\u521b\u5efajob":62,"\u521b\u5efapaddl":61,"\u5220\u9664\u672c\u5730\u5206\u652f":50,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":50,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":35,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":50,"\u5236\u4f5c\u955c\u50cf":62,"\u5236\u4f5cdocker\u955c\u50cf":61,"\u524d\u63d0\u6761\u4ef6":55,"\u52a0\u8f7dpaddlepaddl":41,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":35,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":57,"\u5355\u53cc\u5c42rnn":46,"\u5377\u79ef\u6a21\u578b":70,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":67,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u6570\u4fe1\u606f":68,"\u53c2\u6570\u5185\u5b58":35,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":57,"\u53c2\u6570\u6982\u8ff0":56,"\u53c2\u6570\u8bfb\u53d6":68,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[26,74],"\u53c2\u8003\u8d44\u6599":54,"\u53cc\u5411lstm":74,"\u53cc\u5c42rnn":46,"\u53cc\u5c42rnn\u4ecb\u7ecd":48,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":48,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":40,"\u53ef\u9009\u529f\u80fd":66,"\u540d\u8bcd\u89e3\u91ca":26,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":70,"\u5411\u91cf":57,"\u542f\u52a8\u4efb\u52a1":62,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":55,"\u547d\u4ee4\u884c\u53c2\u6570":70,"\u548c":45,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":67,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":59,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":66,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u57fa\u672c\u539f\u7406":48,"\u57fa\u672c\u8981\u6c42":28,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":35,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":35,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":35,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":35,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":35,"\u5982\u4f55\u66f4\u65b0www":52,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u8d21\u732e":52,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":50,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":35,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":46,"\u5b50\u5e8f\u5217\u95f4\u6709memori":46,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":72,"\u5b89\u88c5":[40,70],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":39,"\u5b89\u88c5\u6d41\u7a0b":39,"\u5b89\u88c5kubectl":60,"\u5b8c\u6574\u6559\u7a0b":69,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":51,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5b9e\u73b0c":51,"\u5b9e\u73b0python\u5c01\u88c5":51,"\u5bfc\u51fac":28,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":59,"\u5c0f\u7ed3":3,"\u5de5\u5177":54,"\u5e38\u7528\u6a21\u578b":69,"\u5e76\u5b8c\u6210":50,"\u5efa\u7acb":50,"\u5f00\u53d1\u6807\u51c6":53,"\u5f00\u59cb\u5f00\u53d1":50,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":57,"\u5f15\u7528":73,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":70,"\u6027\u80fd\u4f18\u5316":53,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":54,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":54,"\u6027\u80fd\u8c03\u4f18":57,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":70,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":74,"\u6216\u8005\u662f":35,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":35,"\u62a5importerror":35,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\u63a5\u53e3":68,"\u63a8\u5bfc\u65b9\u7a0b":51,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":50,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":50,"\u63d0\u4ea4\u955c\u50cf":61,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":72,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":41,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":45,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[67,72,75],"\u6570\u636e\u63cf\u8ff0":73,"\u6570\u636e\u63d0\u4f9b":73,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":72,"\u6570\u636e\u652f\u6301":57,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":70,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":66,"\u6570\u636e\u96c6\u7279\u5f81":71,"\u6570\u636e\u9884\u5904\u7406":75,"\u6570\u6910\u4ecb\u7ecd":74,"\u6570\u6910\u51c6\u5907":74,"\u6574\u4f53\u65b9\u6848":62,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":26,"\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":75,"\u6587\u672c\u751f\u6210\u6559\u7a0b":75,"\u6587\u6863":[38,65],"\u65b0\u624b\u5165\u95e8":42,"\u65f6\u5e8f\u6a21\u578b":70,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":46,"\u65f6\u95f4\u6b65":46,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":29,"\u672c\u5730\u6d4b\u8bd5":59,"\u672c\u5730\u8bad\u7ec3":59,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":50,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":43,"\u6784\u5efaraspberri":44,"\u67b6\u6784\u56fe":26,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":61,"\u67e5\u770b\u8f93\u51fa":62,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":26,"\u6848\u4f8b\u4e00":59,"\u6848\u4f8b\u4e8c":59,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":55,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":55,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[45,48],"\u6a21\u5757":26,"\u6a21\u578b":68,"\u6a21\u578b\u4e0b\u8f7d":68,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6a21\u578b\u68c0\u9a8c":36,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":70,"\u6a21\u578b\u8bad\u7ec3":[67,75],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":72,"\u6a21\u578b\u914d\u7f6e":[46,53],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":46,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[57,73],"\u6d4b\u8bd5\u6587\u4ef6":72,"\u6d4b\u8bd5\u6a21\u578b":74,"\u7279\u5f81":73,"\u7279\u5f81\u63d0\u53d6":68,"\u751f\u6210\u5e8f\u5217":49,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":71,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":75,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":74,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":71,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u76f8\u5173\u6982\u5ff5":48,"\u77e9\u9635":57,"\u793a\u4f8b1":46,"\u793a\u4f8b2":46,"\u793a\u4f8b3":46,"\u793a\u4f8b4":46,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":35,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":72,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":73,"\u7a00\u758f\u8bad\u7ec3":59,"\u7b26\u53f7":28,"\u7b80\u4ecb":[60,75],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u7c7b":[28,51],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":41,"\u7ec3\u4e60":67,"\u7ec6\u8282\u63a2\u7a76":67,"\u7ec6\u8282\u63cf\u8ff0":57,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":55,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":36,"\u7f16\u5199yaml\u6587\u4ef6":61,"\u7f16\u8bd1\u548c\u5b89\u88c5":[43,44],"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":35,"\u7f16\u8bd1\u6d41\u7a0b":39,"\u7f16\u8bd1\u9009\u9879":29,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":37,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":68,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":57,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\u89c2\u6d4b\u8bcd\u5411\u91cf":66,"\u8bad\u7ec3":[57,72,73],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":72,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":35,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[36,41,70,74],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":35,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":58,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":71,"\u8bcd\u5411\u91cf\u6a21\u578b":70,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":66,"\u8bcd\u6c47\u8868":46,"\u8be6\u7ec6\u6559\u7a0b":54,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":73,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":46,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":48,"\u8f93\u5165\u4e0d\u7b49\u957f":46,"\u8f93\u5165\u793a\u4f8b":48,"\u8f93\u51fa":48,"\u8f93\u51fa\u65e5\u5fd7":70,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":55,"\u8fd0\u884c\u5bb9\u5668":61,"\u8fd0\u884cdocker":35,"\u8fd0\u884cpaddlepaddl":38,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":28,"\u8fdb\u884c\u8bad\u7ec3":[20,61],"\u8fdb\u9636\u6307\u5357":53,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":60,"\u901a\u7528":57,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":38,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":70,"\u9047\u5230":35,"\u90e8\u7f72kubernetes\u96c6\u7fa4":60,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":70,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[43,44],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u914d\u7f6e\u7f51\u7edc":41,"\u914d\u7f6ekubectl":60,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":60,"\u94a9\u5b50":50,"\u9644\u5f55":70,"\u968f\u673a\u6570":57,"\u96c6\u7fa4\u8bad\u7ec3":59,"\u975e\u6cd5\u6307\u4ee4":35,"\u9884\u5904\u7406":67,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":75,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":75,"\u9884\u6d4b":[67,68,70,73,74],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":75,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":46,"beam_search\u7684\u751f\u6210":46,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":37,"bleu\u8bc4\u4f30":75,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":37,"class":30,"cmake\u6e90\u7801\u7f16\u8bd1":35,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":37,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"docker\u4f7f\u7528\u5165\u95e8":38,"filemanager\u8bbe\u8ba1\u6587\u6863":26,"float":35,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":59,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":54,"gpu\u955c\u50cf\u51fa\u73b0":35,"group\u6559\u7a0b":48,"import":35,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"kubernetes\u5355\u673a\u8bad\u7ec3":61,"meta\u6587\u4ef6":72,"meta\u914d\u7f6e\u6587\u4ef6":72,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":71,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":72,"org\u6587\u6863":52,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"paddle\u7248\u672c\u53f7\u4e3a0":35,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":38,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":37,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":38,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":44,"pod\u95f4\u901a\u4fe1":62,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":68,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":35,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":70,"return":31,"rnn\u76f8\u5173\u6a21\u578b":47,"rnn\u914d\u7f6e":49,"so\u627e\u4e0d\u5230":40,"ubuntu\u90e8\u7f72paddlepaddl":40,Abs:6,For:17,The:[22,30],Using:[17,22],With:25,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,all:33,api:[1,4,29,34],applic:4,argument:[27,31],associ:33,async:57,attent:49,attribut:7,auc:8,avg:12,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,becaus:35,between:[16,34],bidirectional_gru:10,bidirectional_lstm:10,big:35,bilinear_interp:9,bla:37,block_expand:9,book:38,brelu:6,cach:3,can:33,capi:29,capi_priv:29,check:9,checkpoint:[18,19,24],choos:17,chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clip:9,clone:50,cluster:23,cmake:17,code:25,column_sum:8,commit:50,compos:31,concat:9,conclus:24,config:4,configur:14,conll05:13,connect:9,content:[3,29,35,45,54],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,cos_sim:9,cost:9,cp27mu:35,creat:[31,33],creation:21,creator:31,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:[35,37],cudnn:37,cudnnavg:12,cudnnmax:12,custom:31,dat:71,data:[9,13,18,31],datafeed:13,dataprovid:[4,57],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:31,dens:24,deploi:25,descript:27,design:[16,18,21,22,23,24,30,31,33],destroi:33,detect:[8,9],detection_map:8,detection_output:9,dictionari:31,dispatch:[18,21],distribut:[16,18,25],doc:[16,18,21,22,23,24,30,31],docker:25,dotmul_oper:9,dotmul_project:9,driver:35,dropout:9,dylib:29,dynam:18,elect:24,embed:9,entri:31,environ:25,eos:9,evalu:8,event:[15,16],exampl:[16,17,29],except:35,exp:6,expand:[9,45],expandlevel:9,faq:35,fault:18,first_seq:[9,45],fork:50,form:34,format:18,from:[16,24,34],full_matrix_project:9,fulli:9,gate:49,gated_unit:9,get_output:9,gpu:57,gradient:22,gradient_print:8,group:9,gru:[10,57],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,28],happen:24,high:34,how:31,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:35,imag:[9,10,25],imagenet:68,imdb:[13,74],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31],infer:15,ingredi:16,ingress:26,init_hook:3,initi:22,input_typ:3,insid:33,instruct:35,insuffici:35,interact:34,interfac:[13,18,22,23,31,33],interpol:9,isn:31,issu:50,job:[18,25,61],join:9,kmax_sequence_scor:9,kubernet:[25,60,61],lambda_cost:9,last_seq:[9,45],layer:[9,16],learnabl:9,leval:34,level:34,libcudart:40,libcudnn:40,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,linear:6,linear_comb:9,linux_x86_64:35,list:[19,31],local:33,log:6,logic:21,low:34,lstm:[10,57,73,74],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,46,48],messag:[34,35],mini:31,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,24,49,68],modul:35,momentum:11,movi:71,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multibox_loss:9,multipl:31,multiplex:9,name:[33,35],nce:9,need:31,network:[10,49],neural:49,nlp:[10,57],norm:9,nvprof:54,nvvp:54,object:18,onli:[31,33],opproto:34,optim:[11,18,22],option:27,order:27,orthogon:33,output:9,overview:[24,33],packag:17,pad:9,paddl:[31,32,33,35],paddlejob:25,paddlepaddl:[16,52,65],parallel_nn:59,paramet:[7,9,15,16,18,22,23,25,30],parent:33,partit:22,path:[24,27],perform:57,persist:21,pfsclient:[26,27],pfsserver:26,platform:35,pnpair:8,point:35,pool:[9,12,45],power:9,pre:50,precision_recal:8,prefetch:31,prelu:9,print:8,process:[18,22,25],project:17,protocol:35,provid:[3,31],pserver:24,pull:50,push:50,python:[25,31,34],queue:[18,21],rank:8,rank_cost:9,rate:71,reader:[13,16,31],recoveri:18,recurr:[9,10,48,49],recurrent_group:9,refer:3,regist:34,regular:22,reject:35,relu:6,remot:23,repeat:9,request:50,requir:17,reshap:9,resnet:68,retri:21,rmsprop:11,rnn:[46,57],rotat:9,row_conv:9,row_l2_norm:9,runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:49,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,25],sgd:57,share:[16,33],should:33,shuffl:31,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slice_project:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23,24],spp:9,squar:6,squarerootn:12,stack:74,stanh:6,start:16,store:18,sub_nested_seq:9,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:35,synopsi:27,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:[33,35],timelin:24,todo:[19,20],togeth:33,toler:18,too:35,tool:17,train:[15,16,18,23,25,31],trainer:[15,18,22,24,25],tran:9,trans_full_matrix_project:9,tune:57,uci_h:13,updat:[16,23,24],usag:31,use:31,user:[18,71],util:8,value_print:8,variabl:33,version:35,vgg_16_network:10,warp_ctc:9,what:24,wheel:35,when:[24,33],whl:35,why:31,wmt14:13,zoo:68}})
\ No newline at end of file