paddle.v2.fluid.layers.sequence_reshape(input, new_dim)Sequence Reshape Layer
+This layer will rearrange the input sequences. The new dimension is set by +user. Length of each sequence is computed according to original length, +original dimension and new dimension. The following example will help to +illustrate the function of this layer:
+x is a LoDTensor:
+ x.lod = [[0, 2, 6]]
+ x.data = [[1, 2], [3, 4],
+ [5, 6], [7, 8], [9, 10], [11, 12]]
+ x.dims = [6, 2]
+
+set new_dim = 4
+
+then out is a LoDTensor:
+ out.lod = [[0, 1, 3]]
+ out.data = [[1, 2, 3, 4],
+ [5, 6, 7, 8], [9, 10, 11, 12]]
+ out.dims = [3, 4]
+Currently, only 1-level LoDTensor is supported and please make sure +(original length * original dimension) can be divided by new dimension with +no remainder for each sequence.
+| Parameters: |
|
+
|---|---|
| Returns: | Reshaped LoDTensor according to new dimension. + |
+
| Return type: | Variable + |
+
Examples
+x = fluid.layers.data(name='x', shape=[5, 20],
+ dtype='float32', lod_level=1)
+x_reshaped = layers.sequence_reshape(input=x, new_dim=10)
+IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Fluid Distributed Training","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","<no title>","<no title>","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0d\u4f7f\u7528":67,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":67,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":67,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4ec5\u4ec5\u4f7f\u7528void":67,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":68,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u652f\u89c4\u8303":84,"\u52a0\u901f\u6267\u884c":36,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u52a8\u6001\u6269\u5bb9":36,"\u539f\u56e0":67,"\u539f\u56e0\u5217\u8868":67,"\u53c2\u8003\u6587\u6863":51,"\u53d1\u5e03docker\u955c\u50cf":84,"\u53d1\u5e03wheel\u5305\u5230pypi":84,"\u540d\u8bcd\u89e3\u91ca":51,"\u57fa\u672c\u8981\u6c42":67,"\u5b9e\u73b0":67,"\u5b9e\u73b0\u65b9\u5f0f":68,"\u5bfc\u51fac":67,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":67,"\u63a8\u6d4b\u6267\u884c":36,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":68,"\u672f\u8bed":36,"\u67b6\u6784\u56fe":51,"\u6846\u67b6\u751f\u6210":51,"\u6982\u5ff5\u89e3\u91ca":37,"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":68,"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u76ee\u5f55\u7ed3\u6784":68,"\u76ee\u6807":51,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u7b26\u53f7":67,"\u7c7b":67,"\u7f16\u8bd1\u9009\u9879":68,"\u7f29\u5bb9":36,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u80cc\u666f":67,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8f6c\u6362\u5e93":37,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":67,"\u8fdb\u884c\u8bad\u7ec3":37,"abstract":[45,46,47,73,127],"book\u4e2d\u6240\u6709\u7ae0\u8282":84,"case":[32,121],"class":[56,75,79,101],"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":61,"function":[34,55,56,79],"new":[88,101,102,103],"paddle\u52a8\u6001\u5e93\u4e2d":67,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":67,"paddlepaddle\u53d1\u884c\u89c4\u8303":84,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":84,"return":[79,80],"switch":[65,88],"tensor\u5230eigentensor\u7684\u8f6c\u6362":104,AWS:113,Abs:5,DNS:113,E2E:112,EFS:113,For:[34,114],KMS:113,Not:99,The:[33,40,44,50,54,56,57,59,60,69,72,75,81,82,125],Use:[33,77,105,110,114,121],Using:[34,40,95,111,115,123],With:43,about:56,abs:22,absolut:71,access:113,account:113,accuraci:22,action:[63,64],activ:[5,8,64],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[62,65,103,113],address:113,addto:8,advanc:88,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,70,78],all:[85,90],analog:44,analysi:[45,62],android:123,api:[0,3,45,63,64,68,72,74,79,83,87],appendix:127,applic:3,approach:108,arbitrari:54,architectur:[45,76,98],argument:[52,80,110,118,121,123,125],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:113,assign:22,associ:[85,113],assumpt:127,async:119,attent:98,attribut:[6,62,83],auc:7,auto:31,averag:74,avg:11,aws:113,backgraound:31,background:[47,63,88,89,90,91,102,103],backward:[32,54,57,81,102],base:[43,71],basepool:11,basic:[62,88,127],batch:80,batch_norm:[8,22],batch_siz:80,beam:71,beam_search:8,beam_search_decod:22,benchmark:[63,64],benefit:[47,81],between:[30,79,81,87,88],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:33,bind:102,bla:92,block:[33,56,57,77,79,81],block_expand:8,blockdesc:77,book:93,bool:92,bootstrap:127,bottleneck:107,brelu:[5,22],bring:127,bucket:113,build:[32,56,81,92,94,99,105,114,123,124,125],built:108,cach:2,can:85,capi:68,capi_priv:68,cast:22,ceil:22,challeng:[32,47,78],chang:71,check:[8,31,101,111],checker:31,checkpoint:[35,36,42],choic:61,choos:[34,113],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],close:31,cloudform:113,cluster:[41,110,111,112,113,115,121,127],cmake:[34,63,64,125],code:[43,79,100,107,109],column_sum:7,command:[110,120,121],commit:114,common:119,commun:119,compar:127,comparis:79,compat:54,compil:[33,53,54,77,81,92,102,109,123,124,125],complet:54,compos:80,comput:[33,57,65,81,83,104],con:127,concat:[8,22],concept:[79,81,113],concern:64,conclus:[42,58,127],concurr:44,condit:56,config:[3,121],configur:[28,98,106,113,124],conll05:14,connect:8,constantiniti:20,construct:57,contain:[93,114],content:[63,64,68,108,113],context:103,context_project:8,contribut:[100,105],control:[62,81],contruct:62,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,79,113],corner:32,cos_sim:[8,22],cost:8,cpu:[46,121],creat:[32,80,81,85,113,114],create_arrai:22,creation:[39,74,83],creator:80,credenti:113,crf:8,crf_decod:8,cross:[123,124,125],cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[53,92],cudnn:92,cudnnavg:11,cudnnmax:11,current:[53,82],custom:80,data:[8,12,13,22,35,45,80,89,113,114],datafeed:[13,17],dataflow:62,dataprovid:[2,3,119],dataset:[12,14,35,39,110],datatyp:[13,69],decayedadagrad:10,decayedadagradoptim:24,decod:71,decor:80,deep:[33,54],defin:[102,113],definit:91,delet:113,demo:[56,112,113],dens:42,dep:95,depend:[56,92,95],deploi:43,deriv:101,describ:[54,72],descript:[52,81,119],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,55,56,57,60,63,64,65,66,69,70,71,72,73,75,77,79,80,81,82,85,86,88,90],destroi:[85,113],detail:[38,119],detect:[7,8],detection_map:7,detection_output:8,develop:[81,99,106],devic:[88,103,121],devicecontext:88,dictionari:80,differ:[81,88,110,121],directori:113,discrimin:56,discuss:[47,56],dispatch:[35,39],distribut:[30,35,38,43,45,47,110,112,113,119],dnn:64,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,55,57,60,63,64,65,66,69,73,75,77,79,80,81,82,86,88],docker:[43,93,99,114,123],document:[105,122],doe:80,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:113,download:[113,114],dropout:[8,22],dure:[71,80],dylib:68,dynam:[35,90],dynamic_lstm:22,dynet:58,each:95,ec2:113,eigen:104,elast:113,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:56,enough:31,entri:80,environ:[43,123],eos:8,equat:101,error:48,evalu:[7,18,49],event:[29,30,76],evolut:54,examin:107,exampl:[30,34,44,59,68],execut:[33,46,54,77,81],executor:[19,50],exp:[5,22],expand:8,expandlevel:8,explain:31,extern:113,fabric:111,factor:8,factorization_machin:8,faq:[94,95],fault:35,file:[33,107,113,114],fill_const:22,fill_constant_batch_size_lik:22,find:113,first_seq:8,float16:53,floor:22,flow:62,fluid:[16,44,54,65,73,109,112],format:[33,35,66],forward:[57,102],frame:33,framework:[31,103,104],from:[30,42,87,92,94],full_matrix_project:8,fulli:8,functor:88,futur:54,gan:56,gate:98,gated_unit:8,gener:[56,71,98,99,107,127],get:[96,112,114],get_output:8,give:80,global:[77,79],glu:23,gotcha:99,gpu:[93,108,119,121],grad_op:32,gradient:[31,32,40,64,82,101],gradient_print:7,graident:31,graph:[57,58,62,81,83],group:[8,113],gru:[9,119],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,hand:108,handler:[30,67],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,have:112,helper:79,hierarchi:33,high:[72,74,83,87],how:[31,38,74,80,81,88,92,102,104,105,106,108],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:124,iam:113,ident:5,identifi:107,identity_project:8,ifels:59,ifelseop:33,imag:[8,9,15,43,93,114,123],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,66,70,73,74,79,80,81,82,83,101,102,103,104],increment:22,infer:[29,123],infershap:[77,86],infervartyp:60,ingredi:30,ingress:51,init_hook:2,initi:[20,40,56,113,121],input_typ:2,insid:85,inspect:113,instal:[94,95,96,112,113,123,124,125,127],instanc:113,instead:80,integr:[88,113],intel:[63,64],interact:87,interfac:[12,13,15,31,35,40,41,50,72,80,85],intermedi:81,interpol:8,introduc:[71,90,112],introduct:[1,76,83,110,112],is_paramet:21,isn:80,issu:53,job:[35,43,111,113,114,115],join:8,kei:[63,69,113],kernel:[65,69,81,103],kill:111,kmax_sequence_scor:8,kube:113,kubectl:113,kubernet:[43,113,114],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,54],larg:38,last_seq:8,launch:[93,111,115],layer:[8,22,30,55,63,64,79,101,121],layout:69,leaky_relu:22,learn:[33,54],learnabl:8,less_than:22,leval:87,level:[72,74,83,87],libpaddle_capi_shar:68,libpaddle_capi_whol:68,librari:[40,53,69,81,88,123],limit:45,line:[110,120],linear:5,linear_chain_crf:22,linear_comb:8,linux:[111,123],list:[36,80],live:62,local:[45,85,113,121],lod:71,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[70,71,90],lodtensordesc:91,log:[5,22,100],logic:39,logsigmoid:22,look:107,low:[74,83,87],lstm:[9,119],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,71],macro:81,main:56,make:62,manag:[34,110],map:[80,81],master:[35,39,43,44],math:[8,88],mathemat:31,matmul:22,matrix:[64,119],max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:56,memori:[8,62,70,88],merge_lod_tensor:22,messag:87,method:71,might:56,migrat:81,mileston:81,mini:80,minibatch:13,misc:8,mix:[8,121],mkl:[63,64],mkldnn:65,mkldnn_helper:65,mkldnndevicecontext:65,mnist:14,mobil:126,model:[2,3,28,30,38,40,42,54,56,66,71,97,98,111,121],modifi:114,modul:[81,88,104],momentum:10,momentumoptim:24,more:56,motiv:[32,50,66,73,78],movielen:14,msrainiti:20,mul:22,multi:46,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:80,multiplex:8,mxnet:58,name:[85,113],nccl:73,nce:8,necess:79,necessari:81,need:[80,99,108],nest:70,net:23,network:[9,81,98,121],neural:98,nlp:[9,119],non:[2,112],norm:[8,83],normaliniti:20,note:31,numer:31,numpi:31,nvprof:108,nvvp:108,object:35,offset:71,ones:22,onli:[80,85],op_mak:81,openmpi:115,oper:[55,59,62,65,69,74,77,79,81,82,86,90,102],opinfomap:81,opkernel:[81,88,102,103],opproto:87,ops:83,optim:[10,24,35,40,57,62,72,79,106],option:[52,92],opwithkernel:81,order:52,org:105,origin:81,orthogon:85,other:64,out_prod:8,outlin:118,output:[8,111,113],overview:[42,48,50,63,64,81,85,109],pack:[63,71],packag:[34,95],pad:8,paddl:[38,73,80,85,104],paddlejob:43,paddlepaddl:[30,33,54,63,64,74,77,83,84,92,93,95,105,109,112,113,114,122,123,124,125],pair:113,paradigm:54,parallel_nn:121,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,64,74,75,79,83,110,112,113,119,120],parameteraverageoptim:74,parent:85,part:57,partit:40,pass:[92,121],path:[42,52],penalti:83,perform:[74,107,108,119],persist:39,pfsclient:[51,52],pfsserver:51,pip:95,place:[62,69,88,103],placement:45,platform:110,pnpair:7,point:[63,113],polici:62,pool2d:22,pool:[8,11],pose:[60,82],potenti:61,pow:22,power:8,precision_recal:7,predict:4,prefetch:80,prelu:8,prepar:[110,111,112,113,115,124],principl:65,print:7,privat:113,pro:127,problem:[49,60,61,62,69,72,82,89],procedur:127,process:[35,40,43,72,81,99],profil:[26,107,108],program:[33,44,46,54,77,79,93,110,112],programdesc:77,project:34,propos:[60,82,83],protobuf:86,protomak:102,provid:[2,80],prune:78,pserver:42,pull:93,pydataprovider2:2,python:[4,31,43,45,63,64,70,72,74,79,80,83,87,91,101,102,107],qualiti:81,queue:[35,39],quick:96,randomnumb:119,rank:7,rank_cost:8,raspberri:125,reader:[12,13,30,80],readi:112,realiz:81,reciproc:22,recoveri:35,recurr:[8,9,98],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:81,refer:[2,45,47,62,63,64,108],region:113,regist:[60,81,87,102,103],registr:[81,82],registri:81,regular:[27,40,83],rel:71,relat:[81,90],relu6:22,relu:[5,22],remark:102,remot:41,remoteexecutor:45,render:113,repeat:8,represent:[33,81],requir:[34,56],reshap:[8,22],resiz:8,result:[111,114],retri:39,reus:79,review:100,rmsprop:10,rnn:[70,90,97,98,119],rnnop:[33,70,81],roi_pool:8,rotat:8,round:22,route53:113,row:86,row_conv:8,row_l2_norm:8,run:[50,92,93,102,109,114],runtim:[43,95],sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,70,81,85],script:[112,114],search:71,secur:113,select:[40,86],selectedrow:86,selective_fc:8,sentiment:14,separ:81,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[71,98],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_softmax:22,sequencesoftmax:5,sequenti:2,server:[35,39,40,43,47,110,112,113,119],servic:113,set:120,setup:[113,123],sextant:127,sgd:119,sgdoptim:24,shape:71,share:[30,32,62,85],should:85,shrink_memori:22,shuffl:80,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:[71,98],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:80,slice:[8,112],slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[60,61,62,63,69,78,82,89],some:99,sourc:[92,94,109],spars:[40,41,42,86,121],specifi:121,split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,standard:100,stanh:5,start:[30,96,110,113,114],startup:114,statement:49,step:[70,94],storag:83,store:35,strategi:62,style:100,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:80,suitabl:34,sulut:65,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:66,support:[53,73,88,90],survei:[53,58,83,127],swish:22,synopsi:52,system:[54,113],tabl:68,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:113,tecton:127,templat:113,tensor:[8,81,88,104],tensorarrai:[71,90],tensordesc:91,tensorflow:58,test:[63,64,65,92,100,101,102,119,121],text_conv_pool:9,theori:31,thi:85,think:56,three:90,thresholded_relu:22,time:109,timelin:42,timer:108,tip:108,todo:[36,37,46],togeth:85,toler:35,tool:[34,105,108,110,127],toolchain:125,topic:88,topk:22,toward:54,train:[29,30,35,38,41,43,45,72,80,93,110,111,112,113,114,115,119,121],trainer:[29,35,40,42,43,110,113],tran:8,trans_full_matrix_project:8,transform:89,translat:71,transpil:[45,46,47,62,73],transpos:22,tune:[108,119],ture:54,two:31,type:[69,92,102],uci_h:14,uniform:90,uniforminiti:20,unit:[63,64,65,100,101,102,119],unpack:71,updat:[30,41,42,105,112,113],usag:[32,48,70,71,80,104,106],use:[38,80,104],user:35,using:99,util:7,valu:79,value_print:7,vardesc:91,variabl:[32,62,79,81,85,91],vector:119,verifi:113,version:[44,53,95],vgg_16_network:9,volum:113,vpc:113,warp_ctc:8,weightdecayregular:27,what:[38,42,99,108],when:[42,85],whl:95,why:[53,54,74,80,81,90,108],wmt14:14,worker:44,workflow:100,wrapper:101,write:[100,101,102,103,105],www:105,xavieriniti:20,yaml:114,your:[93,103,112],zero:22}})
\ No newline at end of file
+Search.setIndex({docnames:["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/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","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/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","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/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/new_op_kernel_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/fluid_cluster_train_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["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/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.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/large_model_dist_train.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/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/new_op_kernel_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/fluid_cluster_train_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[27,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[27,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"00186201e":4,"00m":108,"03m":108,"0424m":108,"0473v3":9,"055ee37d":113,"0630u":108,"06u":108,"0810u":108,"08823112e":4,"0957m":108,"0_cudnn5":92,"0_cudnn5_avx_mkl":[93,95],"0_cudnn7_avx_mkl":95,"0ab":8,"0rc":110,"0rc1":84,"0rc2":84,"0x10f256d50":58,"0x7ffe4de00110":58,"100gb":108,"100gi":113,"10g":43,"10m":108,"1150u":108,"11\u5b9e\u73b0\u4e86c":68,"11e6":114,"12194102e":4,"124n":108,"12gb":62,"13m":114,"1490u":108,"15501715e":4,"1550u":108,"16u":108,"173n":108,"1770u":108,"18ad":113,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":114,"197u":108,"1gb":108,"1st":22,"210u":108,"211839e770f7b538e2d8":9,"215n":108,"228u":108,"2520u":108,"25639710e":4,"2680u":108,"27787406e":4,"279n":108,"27m":108,"285m":108,"2863m":108,"28m":108,"28x28":2,"2977m":108,"2cbf7385":113,"2nd":22,"302n":108,"30u":108,"32777140e":4,"328n":108,"32u":108,"32x32":14,"331n":108,"3320u":108,"36540484e":4,"365e":113,"36u":108,"3710m":108,"3768m":108,"387u":108,"38u":108,"3920u":108,"39u":108,"3rd":124,"4035m":108,"4090u":108,"4096mb":119,"4279m":108,"43630644e":4,"43u":108,"448a5b355b84":114,"4560u":108,"4563m":108,"45u":108,"4650u":108,"4726m":108,"473m":114,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":119,"50bd":113,"50gi":113,"51111044e":4,"514u":108,"525n":108,"526u":108,"53018653e":4,"536u":108,"5460u":108,"5470u":108,"54u":108,"5690m":108,"573u":108,"578n":108,"5798m":108,"586u":108,"58s":114,"5969m":108,"5_cudnn5_avx_mkl":95,"5_cudnn5_avx_openbla":[95,96],"6080u":108,"6140u":108,"6305m":108,"639u":108,"64m":66,"655u":108,"6780u":108,"6810u":108,"682u":108,"6970u":108,"6ce9":113,"704u":108,"70634608e":4,"7090u":108,"72296313e":4,"72u":108,"73u":108,"75u":108,"760u":108,"767u":108,"783n":108,"784u":108,"78m":108,"7eamaa":14,"7kb":114,"8250u":108,"8300u":108,"830n":108,"849m":108,"85625684e":4,"861u":108,"8661m":108,"892m":108,"901n":108,"90u":108,"918u":108,"9247m":108,"924n":108,"9261m":108,"93137714e":4,"9330m":108,"94u":108,"9530m":108,"96644767e":4,"983m":108,"988u":108,"997u":108,"99982715e":4,"99u":108,"9a235":124,"9f18":114,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":51,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":36,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":51,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":51,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":84,"\u4e00\u822c\u7531mkl":64,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":51,"\u4e0a\u4f20\u65b9\u6cd5":84,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":51,"\u4e0a\u8ff0paddlepaddl":84,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":84,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":37,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":84,"\u4e0b\u8f7d":51,"\u4e0b\u8f7d\u5230\u672c\u5730":51,"\u4e0b\u8f7d\u5f97\u5230":84,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":68,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":51,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":67,"\u4e0d\u4f7f\u7528c":67,"\u4e0d\u4f7f\u7528swig":67,"\u4e0d\u53ef\u4ee5\u66f4\u6539":84,"\u4e0d\u540c":64,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":67,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":67,"\u4e0d\u5728":68,"\u4e0d\u5bb9\u6613\u51fa\u9519":51,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":67,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":67,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":67,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":37,"\u4e0e":64,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":51,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":64,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":84,"\u4e0e\u53ef\u80fd\u6709\u7684":84,"\u4e0ebatch":63,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":67,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":68,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":67,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":67,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":84,"\u4e2a\u6027\u5316\u63a8\u8350":84,"\u4e2d":[63,64,67,68],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":64,"\u4e2d\u5199\u5165json\u5185\u5bb9":36,"\u4e2d\u5b8c\u5168\u4e00\u81f4":67,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":64,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":68,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":63,"\u4e2d\u5f15\u5165\u7684":63,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":64,"\u4e2d\u6839\u636e":63,"\u4e2d\u6dfb\u52a0":63,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":64,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":84,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":37,"\u4e3a":[63,64],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":64,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":51,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":68,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":64,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":63,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":64,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":51,"\u4e3b\u8981\u5305\u62ec":64,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":64,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":64,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":68,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":68,"\u4e5f\u4e0d\u751f\u6210":68,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":84,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":64,"\u4e66\u5199":67,"\u4eba\u8138\u8bc6\u522b":37,"\u4ec5\u4ec5\u4f7f\u7528":67,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":64,"\u4ece":84,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":36,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":63,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":36,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":68,"\u4ed6\u662f\u5c06":68,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":67,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":67,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":64,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":37,"\u4ee3\u8868shard\u7684index":37,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":37,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":37,"\u4ee5\u4e0b":37,"\u4ee5\u4e0b\u7b80\u79f0rnn":63,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":51,"\u4ee5\u53ca":63,"\u4ee5\u53canumpi":37,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":64,"\u4ee5\u793a\u533a\u5206":[63,64],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":36,"\u4f18\u5316\u524d":63,"\u4f18\u5316\u540e":63,"\u4f1a\u4ee5":[63,64],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":63,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":64,"\u4f1a\u5728":64,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":64,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":67,"\u4f1a\u5f15\u5165":64,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":64,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":64,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":63,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":67,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":64,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":64,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":37,"\u4f20\u5165":37,"\u4f46":68,"\u4f46\u4e0d\u66b4\u9732":68,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":84,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":84,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":68,"\u4f46\u662f\u5728mkl":64,"\u4f46\u662f\u5728paddlepaddle\u4e2d":64,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":64,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":64,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":67,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":64,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":37,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":67,"\u4f7f\u7528":[64,68,84],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":37,"\u4f7f\u7528\u52a8\u6001\u5e93":67,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":36,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":68,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":64,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":68,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":36,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":67,"\u4f7f\u7528c":68,"\u4f7f\u7528c99\u505a\u63a5\u53e3":67,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":67,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":67,"\u4f7f\u7528regress":84,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":67,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":67,"\u4f7f\u7528void":67,"\u4f8b\u5982":[37,67,68,84],"\u4f8b\u5982\u5728deepspeech2":63,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":67,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":67,"\u4f8b\u5982\u5bf9\u4e8epython":67,"\u4f8b\u5982c":67,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":67,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":67,"\u4f8b\u5982python\u7684":67,"\u4f8b\u5982rnn":63,"\u4f9d\u6b21\u7c7b\u63a8":84,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":67,"\u4fee\u590d\u6240\u6709bug\u540e":84,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":84,"\u4fee\u6539":[64,84],"\u4fee\u6539\u6210":84,"\u505a\u53ea\u8bfb\u6302\u8f7d":37,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":84,"\u505a\u63a5\u53e3":67,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":63,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":64,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":63,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":68,"\u5171\u4eab\u5185\u5b58":64,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":63,"\u5176\u4e2d":[67,84],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":68,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":84,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":63,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":68,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":68,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":64,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[63,64],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":64,"\u5177\u4f53\u8bf7\u53c2\u8003":68,"\u5185\u90e8\u5b58\u50a8":64,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":67,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":67,"\u518d\u57fa\u4e8e":84,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":63,"\u5199\u4ee3\u7801":67,"\u5199\u5165\u5feb\u7167\u6570\u636e":36,"\u51fd\u6570":[63,64],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":37,"\u51fd\u6570\u540d\u4e3a":68,"\u51fd\u6570\u547d\u540d":67,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":64,"\u5206\u522b\u5bf9\u5e94capi":84,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":36,"\u5206\u652f":84,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":84,"\u5206\u652f\u4e2d":84,"\u5206\u652f\u4e3a\u5f00\u53d1":84,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":84,"\u5206\u652f\u4e3a\u7a33\u5b9a":84,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":84,"\u5206\u652f\u5408\u5165":84,"\u5206\u652f\u5408\u5165master\u5206\u652f":84,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":84,"\u5206\u652f\u540d\u4e3a":84,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":84,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":84,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":84,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":84,"\u5206\u7247":36,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":36,"\u5219\u5ffd\u7565":36,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":36,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":36,"\u521b\u5efa":64,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":36,"\u5230":36,"\u5230\u7b2c\u4e8c\u6b65":84,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":63,"\u529f\u80fd":51,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":84,"\u52a8\u6001\u5e93":67,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":68,"\u5305\u62ec":[37,63,64],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":36,"\u5305\u62ecmkl":64,"\u534f\u540c\u5b8c\u6210releas":84,"\u5355\u4e2a\u503c":37,"\u5355\u70b9\u6545\u969c":36,"\u5373":68,"\u5373\u4f7f\u7528":68,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5373\u4f7fc":68,"\u5373\u4f8b\u5982":68,"\u5373\u4fbfpaddl":68,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":68,"\u5373\u66b4\u9732":68,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":64,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":67,"\u539f\u6765\u7684\u65b9\u6848":64,"\u53c2\u6570":67,"\u53c2\u8003":[51,67],"\u53c2\u8003\u4e0b\u56fe":84,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":64,"\u53cc\u5411\u9a8c\u8bc1":51,"\u53d1\u578b\u7248":84,"\u53d1\u5e03\u5230dockerhub":84,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":84,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":64,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":36,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":68,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":67,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":36,"\u53ef\u4ee5":84,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":36,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":67,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":84,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":37,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":36,"\u53ef\u4ee5\u7528":51,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":37,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":84,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":36,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":36,"\u53f3\u4fa7\u7684":84,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":63,"\u540c\u4e00\u6b21\u524d\u5411":63,"\u540c\u65f6":[63,64],"\u540c\u65f6\u4f1a\u5f00\u542fintel":64,"\u540c\u65f6\u518d\u5c06":84,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":64,"\u540c\u65f6\u63d0\u8d77":84,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":64,"\u540d\u5b57\u4fee\u9970":67,"\u540e\u5411":63,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":63,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":36,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":84,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":67,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":36,"\u548c":[37,63,64,67,68,84],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":64,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":37,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":36,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":36,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":67,"\u56e0\u6b64":63,"\u56fe\u50cf\u5206\u7c7b":84,"\u5728":[63,64,68,84],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":36,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":37,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":84,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":36,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":64,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":68,"\u5728\u5bf9\u5e94\u7684":63,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":63,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":37,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":36,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":68,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":36,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":36,"\u5728\u6709\u666e\u901a\u7684cpu":64,"\u5728\u672c\u6587\u6863\u4e2d":51,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":37,"\u5728\u6837\u4f8b\u4e2d":68,"\u5728\u7528\u6237\u4f7f\u7528c":68,"\u5728\u7b2c\u4e8c\u4e2atab":84,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":37,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":64,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":84,"\u5728\u8fd9\u4e2a":84,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":84,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":68,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":68,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":64,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":63,"\u5728batch":63,"\u5728c":67,"\u5728c\u7684\u5934\u6587\u4ef6":67,"\u5728packing\u4e0a\u7684\u8017\u65f6":63,"\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":37,"\u5728paramet":36,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":63,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":68,"\u5747\u662f\u5728":68,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":51,"\u5916\u90e8\u5b58\u50a8":64,"\u591a\u4e2a\u503c":37,"\u591a\u4e2aparamet":36,"\u591a\u6b21\u8c03\u7528":63,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":67,"\u5982\u56fe\u4e2dtrainer":36,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":36,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":64,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":67,"\u5982\u679c\u5728\u4f7f\u7528mkl":64,"\u5982\u679c\u5931\u8d25":84,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":64,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":36,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":37,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":84,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":68,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":68,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":68,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":36,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":67,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":84,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":67,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":84,"\u5982\u679cmkl":64,"\u5982\u679cparamet":36,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":64,"\u5b57\u6bb5\u8bbe\u4e3a":84,"\u5b57\u7b26\u4e32":37,"\u5b58\u50a8":37,"\u5b66\u4e60\u6210\u672c\u9ad8":67,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":64,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":37,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":64,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":64,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":68,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":51,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":64,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":64,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":37,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":84,"\u5b9a\u4e49":64,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":64,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":64,"\u5b9e\u73b0\u7b80\u5355":67,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":67,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":67,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":63,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":67,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":67,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":63,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":64,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":63,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":68,"\u5bf9\u4e8e\u6bcf\u79cdc":68,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":63,"\u5bf9\u6bd4":67,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":63,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":63,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":68,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":84,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":64,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":68,"\u5c06":84,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":36,"\u5c06\u5927\u91cf\u7684":67,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":84,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":84,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":64,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":67,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":84,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":36,"\u5e73\u5747\u6545\u969c\u7387":36,"\u5e76\u4e14\u4f1a\u5199\u597d":64,"\u5e76\u4e14\u4f7f\u7528":68,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":64,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":67,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":63,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":51,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":51,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":67,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":64,"\u5e76\u5220\u9664":84,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":36,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":36,"\u5e76\u53d1\u5e03\u5230pypi":84,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":63,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":37,"\u5e76\u5c06":84,"\u5e76\u5c06c":68,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":36,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":64,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":67,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":63,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":37,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":84,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":84,"\u5efa\u8bae":84,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":68,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":84,"\u5f00\u5934":[63,64],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":36,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":63,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":84,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":84,"\u5f53\u53ea\u505a\u63a8\u65ad":63,"\u5f53\u5f00\u542f":64,"\u5f53\u6253\u5f00":64,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":64,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":64,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":68,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":64,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":51,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":67,"\u5f97\u4f7f\u7528":67,"\u5fc5\u8981":68,"\u5fc5\u987b\u5206\u522b\u4e0e":64,"\u60c5\u611f\u5206\u6790":84,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":68,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":64,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":64,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":64,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":63,"\u6211\u4eec\u4f1a\u628amkl":64,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[63,64],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":64,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":63,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":64,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":37,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":51,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u6211\u4eec\u8ba1\u5212\u5c06":63,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":64,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":51,"\u6211\u4eec\u9009\u62e9":37,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":63,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":37,"\u6216\u8005":[64,67,68],"\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":36,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":37,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":37,"\u6216activ":64,"\u6240\u4ee5":[64,84],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":84,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":64,"\u6240\u4ee5\u5728":64,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":36,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":64,"\u6240\u4ee5\u6574\u4f53\u4e0a":64,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":64,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":51,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":64,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":68,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":64,"\u6240\u6709\u7684":63,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":68,"\u6240\u6709\u76f8\u5173\u7684":63,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":68,"\u6240\u6709mkl":64,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":64,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":68,"\u6267\u884c":84,"\u628a":37,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":37,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":36,"\u6309\u94ae":84,"\u63a5\u53e3":[67,68],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":68,"\u63a5\u53e3\u662f":37,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":51,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":64,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":64,"\u63a7\u5236\u7528\u6237\u6743\u9650":37,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":51,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":51,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":51,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":37,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":51,"\u6570\u636e":51,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":67,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":51,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":37,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":37,"\u6587\u4ef6":67,"\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":51,"\u6587\u4ef6\u5185\u5bb9\u4e3a":67,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":36,"\u6587\u4ef6\u5bf9\u5e94\u7684data":37,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":51,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":84,"\u65b0\u7248\u672c":64,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":84,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":63,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":64,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":64,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":67,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":37,"\u65e0\u8bba\u662f\u4ece":37,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":37,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":64,"\u65f6":[36,63,64],"\u65f6\u4e00\u8d77\u66f4\u65b0":64,"\u662f":[51,64],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":67,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":68,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":67,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":68,"\u662f\u5426\u6253\u5f00":63,"\u662f\u56e0\u4e3ac99\u652f\u6301":67,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":51,"\u662f\u6307":68,"\u662f\u7528\u6237\u4f7f\u7528c":68,"\u662fc":68,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":63,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":36,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":68,"\u6700\u540e\u5220\u9664":84,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":67,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[63,64],"\u6709\u6807\u51c6\u7684":67,"\u6709\u7684\u65f6\u5019":67,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":84,"\u672c\u6587\u6863\u63cf\u8ff0paddl":68,"\u673a\u5668\u7ffb\u8bd1":84,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":36,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":63,"\u6765\u5b9e\u73b0":64,"\u6765\u786e\u4fdd\u628a":67,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":67,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":37,"\u6765\u8fdb\u884c\u8ba8\u8bba":68,"\u67e5\u770blatest":84,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":84,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":64,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":36,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":36,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":36,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":67,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":63,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":64,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":36,"\u6bcf\u4e00\u4e2a":84,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":37,"\u6bcf\u4e2a":64,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":37,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":64,"\u6bcf\u4e2adata":37,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":64,"\u6bcf\u4e2aparamet":36,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":36,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":63,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":37,"\u6bcf\u969410\u5206\u949f":36,"\u6bd4\u5982":[37,64],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":64,"\u6bd4\u5982\u5c06":84,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":36,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":37,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":37,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":63,"\u6ce8":[36,84],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[63,64],"\u6ce8\u610f":64,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":64,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":84,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":64,"\u6d6e\u70b9\u578b\u6570\u636e":37,"\u6df1\u5165paddlepaddl":64,"\u6dfb\u52a0":63,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[63,64],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":64,"\u70b9\u51fb":84,"\u7136\u540e\u5728\u524d\u5411":63,"\u7136\u540e\u5728etcd\u7684":36,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":51,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":51,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":84,"\u7136\u540e\u70b9\u51fb":84,"\u7248\u672c\u5206\u652f":84,"\u7248\u672c\u53f7":84,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":84,"\u7248\u672c\u53f7rc":84,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":84,"\u7279\u6709\u7684\u8bbe\u5907id":64,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":63,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":67,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":37,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":37,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":67,"\u751f\u6210\u6587\u6863":67,"\u751f\u6210\u7684":37,"\u751f\u6210\u7ed9\u5b9a":37,"\u751f\u6210api\u6587\u6863":67,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":51,"\u7528":51,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":64,"\u7528\u4e8e\u7ba1\u7406mkl":64,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":63,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":64,"\u7528\u4e8emkl":[63,64],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":37,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":68,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":37,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":68,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":37,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":51,"\u7528\u6237\u901a\u8fc7c":68,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":63,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":36,"\u7531\u4e8ec":67,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":51,"\u7531\u4e8emkl":64,"\u7531\u4e8epypi":84,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":64,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":51,"\u7684\u4e00\u4e2a\u5b50\u96c6":64,"\u7684\u4fe1\u606f":64,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":64,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":67,"\u7684\u57fa\u672c\u903b\u8f91":64,"\u7684\u5934\u6587\u4ef6":67,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":64,"\u7684\u60c5\u51b5\u4e0b":63,"\u7684\u63a5\u53e3\u6837\u5f0f":67,"\u7684\u6570\u636e\u6d41\u56fe":37,"\u7684\u65f6\u5019":64,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":64,"\u7684\u683c\u5f0f\u5b58\u50a8":64,"\u7684\u6982\u5ff5":64,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":67,"\u7684\u7248\u672c":84,"\u7684\u7ed3\u679c":63,"\u7684\u7f29\u5199":51,"\u7684\u7f51\u7edc\u6a21\u578b":63,"\u7684\u89c4\u8303":67,"\u7684\u89d2\u5ea6":37,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":37,"\u7684flag":[63,64],"\u7684vanilla":63,"\u76ee\u524d\u53ea\u8003\u8651":64,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":36,"\u76ee\u524d\u5728paddlepaddle\u4e2d":64,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":64,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":67,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":51,"\u76ee\u524d\u7684\u4f18\u5316":64,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":67,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":63,"\u76ee\u5f55\u4e0b":68,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":64,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":67,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":68,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":67,"\u76f8\u5173\u5c42":63,"\u77e9\u9635\u5927\u5c0f\u662f":63,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":67,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":67,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":36,"\u79bb\u7ebf\u6279\u5904\u7406":37,"\u7b2c\u4e00\u4e2atag\u4e3a":84,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":84,"\u7b2c\u4e8c\u4e2a\u4e3a":84,"\u7b49":[64,68],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":68,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":84,"\u7b49\u6587\u4ef6":68,"\u7c7b\u4f3c":68,"\u7c7b\u540d\u548cc":67,"\u7c7b\u578b":67,"\u7ed3\u8bba":67,"\u7edf\u4e00\u7528":37,"\u7f16\u8bd1\u5668\u6ca1\u6709":67,"\u7f16\u8bd1\u578b\u8bed\u8a00":67,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":64,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":84,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":84,"\u7f16\u8bd1c":68,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":68,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":67,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":68,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":51,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":36,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":67,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":67,"\u800c\u5bf9\u4e8egolang":67,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":67,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":68,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":37,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":67,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":36,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":68,"\u826f\u597d\u7684\u6587\u6863":67,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":64,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":36,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":68,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":64,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":67,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":67,"\u8ba1\u5212\u5728":[63,64],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":36,"\u8ba9paddle\u6838\u5fc3\u4e2d":68,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":36,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":84,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":84,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":84,"\u8bbe\u7f6e":68,"\u8bc6\u522b\u6570\u5b57":84,"\u8bcd\u5411\u91cf":84,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":63,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":64,"\u8be6\u7ec6\u8bbe\u8ba1":51,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":84,"\u8bf4\u660e":36,"\u8bf7\u53c2\u8003":68,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":64,"\u8f6c\u6362\u5197\u4f59":63,"\u8f6c\u6362\u51fd\u6570":64,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":37,"\u8f6c\u6362\u8017\u65f6":63,"\u8f93\u5165\u68af\u5ea6":64,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":64,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":64,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":36,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":63,"\u8fd1\u671f\u76ee\u6807":64,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":84,"\u8fd8\u662f\u4ece":37,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":68,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":63,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":68,"\u8fd9\u4e09\u4e2a\u5206\u652f":84,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":63,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":68,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":68,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":68,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":67,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":67,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":68,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":68,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":68,"\u8fd9\u4e2a\u9009\u62e9":[63,64],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":68,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":37,"\u8fd9\u4e9b\u4f1a\u5728":[63,64],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":64,"\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":37,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":84,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":67,"\u8fd9\u662f\u56e0\u4e3a":67,"\u8fd9\u6837":68,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":64,"\u8fd9\u6837\u4fdd\u8bc1":84,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":37,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":51,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":64,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":64,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":67,"\u8fd9\u91cc":64,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":84,"\u8fd9\u91cc\u9009\u62e90":84,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":36,"\u8fdb\u4e00\u6b65\u4f18\u5316":64,"\u8fdb\u5165":84,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":84,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":64,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":84,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":51,"\u901a\u5e38":68,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":84,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":36,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":63,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":68,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":51,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":84,"\u90a3\u4e48":68,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":64,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":64,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":64,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":37,"\u90fd\u662f\u4ee5ext\u5f00\u5934":64,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":67,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":63,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":51,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":36,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":67,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":84,"\u91cc\u9762\u6dfb\u52a0":64,"\u91cd\u5199\u7236\u7c7blayer\u7684":64,"\u91cd\u547d\u540d\u6210":67,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":67,"\u9519\u8bef\u5904\u7406":67,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":67,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":67,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":68,"\u96c6\u6210\u5230":63,"\u96c6\u6210\u5230paddlepaddl":64,"\u9700\u8981":37,"\u9700\u8981\u4fee\u6539build":84,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":51,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":68,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":84,"\u9700\u8981\u5f15\u7528":68,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":67,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[64,84],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":64,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":68,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":84,"\u9ed8\u8ba4256k":51,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":63,"abstract":[44,50,54,74,83,85,101,119],"api\u4e2d\u4f7f\u7528":67,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":68,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":68,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":68,"api\u63a5\u53e3":51,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":68,"api\u65f6":68,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":68,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":68,"api\u66b4\u9732\u7684\u7c7b\u578b":68,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":68,"api\u7684\u5b9e\u4f8b":68,"api\u7684\u5b9e\u73b0\u7ec6\u8282":68,"api\u7684\u63a5\u53e3":68,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":68,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":68,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":68,"apis\u505a\u4e86\u5c01\u88c5":63,"block\u6784\u6210\u4e00\u4e2amodel":36,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":84,"boolean":[21,22,50,52,59,67],"break":[13,34,90,91],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":84,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":84,"byte":[13,15,51,66],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":67,"c\u6709\u6807\u51c6\u7684abi":67,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":67,"case":[8,20,22,38,44,45,50,54,62,68,74,78,80,81,98,101,102,108,113,120,127],"char":40,"ci\u73af\u5883\u4f7f\u7528":84,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":84,"class":[4,5,6,7,8,9,10,11,13,14,18,20,22,24,27,29,30,33,44,45,48,49,53,54,55,57,58,60,62,67,71,72,76,77,81,82,83,85,86,87,88,90,102,103,104,109,118],"compute\u51fd\u6570":63,"const":[33,38,40,53,60,61,75,76,78,82,85,87,88,89,90,101,102,103,104],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":68,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":68,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":68,"core\u6982\u5ff5":68,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":37,"default":[2,6,7,8,9,10,11,13,14,15,18,22,26,29,30,33,34,44,48,56,60,66,69,70,78,79,85,86,87,91,92,93,95,99,100,102,103,107,110,111,113,114,119,121,123,124,125,127],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":64,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":64,"dnn\u4e2d\u7684":64,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":64,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":64,"dnn\u4f1a\u7528\u5230":64,"dnn\u5171\u540c\u4f7f\u7528":64,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":64,"dnn\u5728\u53d1\u5e03":64,"dnn\u5b9e\u73b0":64,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":64,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":64,"dnn\u7684":64,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":64,"dnn\u7684\u6027\u80fd":64,"dnn\u7684\u60c5\u51b5\u4e0b":64,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":64,"dnn\u7684\u6d4b\u8bd5":64,"dnn\u7684\u73af\u5883\u4e0b":64,"dnn\u7684\u76f8\u5173\u529f\u80fd":64,"dnn\u7684\u7ed3\u679c":64,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":64,"dnn\u7684layer":64,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":64,"enum":[38,40,69,76,77,86,87,91,103],"export":[54,58,93,105,110],"final":[8,9,22,31,32,45,58,70,71,90,101,102],"float":[2,6,7,8,10,13,22,48,53,60,87,88,89,101,102,103,104,108,121],"function":[2,4,8,9,13,21,22,23,27,30,32,33,35,39,40,41,43,44,45,48,49,53,54,57,60,65,70,71,74,75,76,77,78,80,81,82,83,85,87,90,98,101,102,103,104,107,108,110,112,119,127],"golang\u53ef\u4ee5\u4f7f\u7528":67,"golang\u7684":67,"gpu\u7b49":84,"h\u5e76\u4e0d\u56f0\u96be":67,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":37,"import":[2,4,7,8,30,33,34,44,47,56,58,59,65,70,71,77,85,95,96,98,102,108,110,112,113,125],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":51,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":37,"instance\u5305\u6db5\u4e24\u4e2a\u503c":37,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":37,"int":[2,6,7,8,9,13,14,15,22,23,32,33,38,39,40,43,44,46,59,60,63,64,65,67,68,76,77,79,80,86,87,88,90,91,101,103,104,110,121],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":67,"layer\u65f6":64,"layer\u7684\u540e\u9762\u63a5\u6709cpu":64,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":84,"long":[1,8,9,13,54,108],"mkl\u5e93\u7684":63,"mklml\u4ee5\u53camkl":64,"mklml\u53ef\u4ee5\u4e0emkl":64,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":64,"mode\u4e0b\u7684\u7ed3\u679c":63,"model\u505a\u5206\u652f\u7ba1\u7406":84,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":37,"new":[2,8,13,22,31,32,33,34,35,38,39,40,41,42,45,48,53,54,62,63,65,69,71,74,79,80,81,83,87,90,96,99,100,106,113,114,127],"note\u7684\u4e66\u5199":84,"null":[58,101,119],"op\u7684\u4fe1\u606f":64,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":64,"org\u76ee\u524d\u9075\u5faa":84,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":63,"packed\u76f8\u5173\u529f\u80fd":63,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":67,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":67,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":67,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":67,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":68,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":67,"paddle\u7684c":68,"paddle\u8bad\u7ec3\u4efb\u52a1":37,"paddle\u8def\u5f84\u4e0b":68,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":67,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":68,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":67,"paddle_\u7c7b\u578b\u540d":68,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":68,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":64,"paddlepaddle\u4f7f\u7528git":84,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":84,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":37,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":84,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":84,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":84,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":64,"patch\u53f7":84,"patch\u53f7\u52a0\u4e00":84,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":51,"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":51,"pfsserver\u63d0\u4f9brest":51,"public":[14,18,22,33,53,55,60,76,82,85,87,88,90,101,102,103,104,110,113,114],"py\u4e2d":84,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":84,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":84,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":37,"reader\u8f93\u51fa\u7684data":37,"resnet\u7684mkl":64,"return":[2,6,7,8,9,11,13,14,15,18,21,22,23,24,29,30,31,32,33,37,38,40,43,44,49,53,55,56,58,60,61,62,65,70,71,72,76,77,78,82,85,87,88,90,98,101,102,103,104,112,113],"rnn\u90e8\u5206\u4e2d":63,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":37,"server\u4e4b\u4e0a":36,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":36,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":36,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":36,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":36,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":36,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":36,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":36,"server\u751f\u6210\u4e00\u4e2auuid":36,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":36,"server\u7684\u6570\u636e\u5feb\u7167":36,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":36,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":36,"short":[8,9,53,56,79,85,90,102],"static":[29,40,68,85,87,113,124,127],"super":[79,101],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":67,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":67,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":67,"swig\u76f4\u63a5\u8bfb\u53d6c":67,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":67,"switch":[33,68,113],"tag\u4e3a":84,"tag\u53ef\u4ee5\u662flatest\u6216latest":84,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":84,"throw":113,"true":[2,6,7,8,9,10,11,13,15,20,22,23,29,30,32,33,38,54,59,63,72,77,78,79,80,84,87,90,98,101,110,113,119,121],"try":[34,35,38,39,40,54,58,62,65,80,85,93,95,99,108,112,124],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":68,"var":[21,32,33,44,48,55,57,59,72,77,78,79,81,85,89,90,105],"void":[33,38,40,50,53,55,60,65,66,67,68,77,78,86,87,88,89,101,102,103,104],"wheel\u5305":84,"while":[1,2,6,8,13,22,33,42,54,58,61,62,71,74,75,80,83,85,88,98,102,104,119],AGE:[113,114],AWS:[13,37,110,116,117],Abs:22,And:[2,7,8,10,13,14,15,22,29,31,38,42,43,50,56,58,69,73,76,80,85,88,98,113,121],But:[2,8,9,13,22,31,55,61,69,76,85,95,100,110,127],EOS:8,For:[1,2,7,8,9,10,13,22,29,30,32,33,39,40,41,43,44,45,48,49,54,55,57,60,62,66,69,70,71,74,75,76,77,78,79,80,81,82,83,86,87,88,89,91,92,93,96,98,100,101,102,103,104,107,108,112,118,119,121,123,125,127],Has:2,IDE:[99,124],IDs:[14,22,42,71],IPs:110,IRs:45,Into:113,Its:[2,7,8,86,98,102,113],K8s:127,NMS:8,NOT:[22,79,102],Not:[30,35,62,95,127],ONE:2,OPs:[45,47,112],One:[7,9,22,29,31,42,66,69,85,89,98,101,119],Ops:[81,83,87,102],PFS:51,PRs:105,QoS:114,Such:[60,79,90],THE:2,TLS:[30,51,113],That:[8,13,73,93,119,121],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,22,23,26,29,30,31,32,34,35,39,41,42,43,45,47,48,49,52,53,58,61,62,65,66,68,70,71,73,74,76,77,78,79,80,83,85,86,87,88,89,90,91,93,95,98,99,100,101,102,103,104,105,107,108,109,110,111,112,113,114,119,121,123],Their:[2,8,35],Then:[4,8,9,22,44,45,55,60,62,73,76,78,92,93,95,98,101,107,108,110,112,113,114,115],There:[7,8,14,22,29,30,33,34,35,40,42,43,45,52,53,54,58,62,69,70,71,74,75,76,79,83,85,86,88,102,108,113,123,124],These:[7,15,32,33,48,53,57,72,83,86,87,92,110,121],Use:[2,7,13,22,30,46,52,80,81,92,101,107,108,113,119,120,125],Used:[9,18,23,81,88],Useful:2,Uses:[62,124],Using:[22,35,54,74,80,81,83,85,94,99,104,114],VMs:99,VPS:113,WITH:125,Will:[13,29],With:[2,8,9,44,48,54,73,77,90],YES:43,Yes:[64,93,99],___fc_layer_0__:113,__align__:53,__cuda_align__:53,__device__:53,__doc__:87,__file__:43,__forceinline__:53,__fp16:53,__global__:53,__gradient_machines__:29,__hadd:53,__half:53,__half_raw:53,__impl__:87,__init__:[48,49,56,62,72,79,90,101,107],__main__:56,__metaclass__:102,__name__:56,__param_conf__:29,__rnn_step__:98,__tmp_params__:29,__va_args__:82,__x:53,_addup_repetitive_outputs_:32,_append_backward_ops_:[32,48],_append_backward_vars_:32,_binari:34,_create_global_var:79,_def:62,_dtype:58,_filer:65,_filter:65,_fwd:65,_fwd_pd:65,_input:65,_librari:34,_link:9,_live_in:62,_live_out:62,_loss:56,_op:[58,102],_output:65,_presucessor:62,_program:62,_proj:8,_remove_no_grad_branch_:32,_reorder_input:65,_source_language_embed:98,_src_input:65,_sucessor:62,_target_language_embed:98,_test:34,_update_op:49,_use:62,_value_index:58,a75:53,a_op:102,aaaaa:37,aaaaaaaaaaaaa:113,abbrevi:15,abc:8,abi:123,abil:56,abl:[8,30,32,45,60,72,76,79,127],about:[4,9,15,33,34,43,47,52,62,70,80,85,87,88,93,95,96,102,107,108,113,118,119,123,125],abov:[2,4,7,8,22,30,32,33,34,35,39,44,45,53,54,55,57,65,70,71,72,73,74,76,77,79,87,89,90,93,94,96,99,100,102,103,104,107,108,113,114,123,127],abs:[9,20,31,56],abs_numerical_grad:31,absolut:[1,93,123,125],acc:45,acceler:[8,36,64,73,74,93,121],accept:[2,4,6,8,13,22,30,81,123],access:[1,8,9,22,30,34,39,42,43,44,45,79,95,98,110],accessmod:113,accessor:79,accord:[1,2,7,8,15,22,31,32,40,45,47,57,71,81,90,102,110,118,119,121],accordingli:[4,7,8,101],account:[81,100,127],accrodingli:38,accumul:[35,40,49,73,74],accur:[31,42,76],accuraci:[7,18,49,101],achiev:[47,73,74,88,108],ack:119,acquir:54,across:[8,13,32,45,70],act1:58,act2:58,act:[8,9,22,23,33,45,58,71,79,90,96,98,109,112],act_output:87,act_typ:58,actgat:22,action:113,activ:[4,9,22,23,28,34,58,62,71,76,79,83,87,96,98,101,104,105,119],activi:9,actnod:22,actual:[2,8,22,38,48,54,56,58,65,69,74,87,88,89,104],actual_layout:65,adagrad:[24,74,86],adagradoptim:72,adam:[24,30,40,45,56],adamax:24,adapt:[7,10,29,76,89],add:[2,8,9,13,20,22,24,27,29,31,32,33,34,38,42,45,47,49,53,55,59,61,72,74,78,79,81,83,85,88,92,99,100,101,102,104,108,109,121,125],add_activ:79,add_bia:79,add_depend:34,add_execut:34,add_input:[70,101],add_memori:70,add_output:70,add_scalar:[33,71,77],add_sum:79,add_test:[34,101],add_two:[33,70],add_unittest_without_exec:101,addattr:[87,102],addbia:101,addcom:[87,102],added:[2,7,8,18,22,27,29,33,47,48,53,69,73,74,83,100,101,102,103],adding:[83,100],addinput:[87,102],addit:[8,9,32,73,76,81,83,90,102,104],addition:70,addmemori:65,addop:[55,104],addoutput:102,addprimit:65,addprimitivedesc:65,addr:35,address:[35,40,44,45,93,108,110,111,112,115,119,127],addrow:101,addtolay:8,addtyp:87,adjust:[32,48],admin:127,administr:[42,99,127],adopt:[53,56],advanc:[31,98,108,119],advantag:[31,53,54,74,80,110],adversari:[56,80],advic:108,affect:[8,33],affili:71,afford:39,afi:2,aforement:34,after:[8,9,14,15,22,32,33,34,39,40,42,45,46,47,48,50,52,53,62,65,73,75,76,79,92,93,98,100,101,102,103,104,107,110,111,113,114,119,121,123,124],aftern:76,again:[30,35,74,108],against:113,age:14,agg_level:8,aggreg:[49,73,113],ago:34,agre:2,aid:108,alex:22,alexnet_pass1:121,alexnet_pass2:121,algo:65,algorithm:[8,10,22,32,39,48,62,65,71,74,83,89,98],alia:[5,6,8,22],align:[8,9,13],all:[2,6,7,8,18,20,22,23,29,30,32,33,34,35,38,40,42,43,44,45,46,48,50,52,54,56,57,58,61,62,65,66,68,69,70,71,72,73,74,76,77,79,81,87,88,93,98,99,101,104,108,109,110,111,112,113,114,118,119,121,123,124,125,127],all_output_nam:32,alloc:[6,40,43,62,65,88,101,104,109,121],allow:[30,40,44,45,48,54,74,83,100,101,108,113,119],allow_only_one_model_on_one_gpu:[118,119,121],allreduc:73,almost:[22,99,111],along:[8,15,22,23],alpha:[22,34,83],alreadi:[22,34,35,54,65,79,85,93,108,111,113,119,125],alreali:118,also:[1,2,8,9,14,22,30,32,33,34,38,41,45,53,54,55,56,57,58,61,62,69,70,71,74,75,76,77,78,79,80,83,85,87,88,90,91,92,93,95,98,99,101,102,105,108,110,112,114,123,127],altern:[102,107],although:[32,73],altogeth:127,alwai:[4,8,9,22,29,34,66,86,113,119],amazon:[113,114],amazonaw:113,amazonec2fullaccess:113,amazonelasticfilesystemfullaccess:113,amazonroute53domainsfullaccess:113,amazonroute53fullaccess:113,amazons3fullaccess:113,amazonvpcfullaccess:113,ambigu:80,amd64:113,amd:69,amend:100,among:[22,113],amort:73,amount:[22,108],analys:76,analysi:[76,107,108],analyz:62,ancestor:[77,79],andd:113,andrew:62,android:[125,126],android_abi:123,android_api:123,android_arm_neon:123,android_native_api_level:123,android_standalone_toolchain:123,android_toolchain:123,ani:[1,2,8,9,13,22,24,30,34,35,40,42,43,44,45,50,53,54,60,62,66,71,73,74,79,80,82,83,89,92,99,102,104,108,112,113,115,125],annoi:111,announc:53,anoth:[2,8,13,29,30,32,33,43,54,65,71,79,85,87,88,89,99,113,119],anroid_arm_mod:123,ans:113,answer:[44,54,100,113],anymor:73,anyth:[13,71,80,113],anytim:56,anywai:[107,123],apach:[2,64],apart:22,api:[14,18,29,30,32,34,40,41,43,44,49,51,55,56,58,70,75,76,81,84,90,91,92,95,101,102,107,108,110,112,113,122,123,124,125,127],api_shar:34,api_test:34,api_trainer_config_helpers_lay:98,apiserv:113,apivers:[113,114],app:124,appar:32,appear:[44,54,57,88],appel:62,append:[2,22,29,32,48,49,71,79,80,98,100,101,110],append_backward:[24,32,72,107],append_batch_s:22,append_clip_op:48,append_gradient_machin:29,append_op:[48,61,79],append_oper:79,appl:124,appleyard:108,appli:[8,22,56,57,73,76,85,98,101],applic:[2,26,44,53,54,57,79,81,100,102,107,108,110,113,114,127],applyl1:38,appoint:102,appreci:100,approach:[8,45,46,47,73,74,75,83,123,125,127],approxim:[20,22,74],apt:[93,107],arang:22,arbitrari:[8,45,66,104],arch:123,architectur:[53,92,110,123,124],archiv:[14,67,68],area:56,arg:[2,7,9,26,32,58,72,87,102,118],arg_nam:8,argu:78,argument:[2,4,8,13,15,26,32,33,38,39,45,72,75,78,79,92,98,100,101,119,120],arithmet:53,arm64:[123,124],arm64_standalone_toolchain:123,arm:[53,123,124,125],arm_standalone_toolchain:123,armeabi:123,armv7:[53,124],armv8:53,arn:113,around:[2,8,42,62,79,113,127],arrai:[4,6,8,13,15,22,29,40,44,57,71,77,79,80,81,90,102],arrang:90,arrari:22,array_to_lod_tensor:62,arrow:56,articl:[54,57,99,110,112,114,125],artifact:[84,95,113],artifici:[20,62],arxiv:[9,20,22,56],as_row_vector:8,as_step_input:33,asap:103,asgd:74,ask:[32,35,42,99],assgin:62,assign:[7,8,23,32,39,44,46,48,53,73,104,110,112,113,119,127],assignmemt:62,associ:[75,82,104],assum:[7,8,22,33,45,65,93,98,112,121],assumpt:45,assur:1,ast:44,astyp:[80,102],asyc:35,async:[35,118],async_count:119,async_lagged_grad_discard_ratio:119,async_lagged_ratio_default:[118,119],async_lagged_ratio_min:[118,119],asynchron:[35,73,76,110,119],atom:46,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,23],attn_scor:23,attr1:8,attr2:8,attr:[6,8,9,22,33,44,58,61,65,77,78,79,87,98,102],attr_map:87,attrdesc:77,attribu:65,attribut:[2,8,9,22,28,32,33,47,48,61,77,79,81,85,87,90,101,102],attributemap:102,attrproto:87,attrtyp:[77,87,102],attrvalu:87,auc:[49,118],aucvalidationlay:119,authent:113,author:[2,51,113],auto:[33,38,46,65,67,78,81,85,89,90,92,100,101,102,104,108],autom:[110,113],automat:[8,22,30,32,40,45,47,48,55,72,81,87,92,98,100,101,102,107,111,112,113,118,119,124],avail:[35,40,47,53,54,62,95,113,127],averag:[7,8,11,22,29,39,119],average_test_period:[118,119],avg:[108,112],avg_cost:[45,109,112],avg_loss_valu:112,avg_x:22,avgpool:8,avoid:[31,33,35,45,61,65,73,74,75,92,108],avx2:92,avx:[92,93],awai:54,await:114,awar:[30,44,49,70,79,99,107,113],awk:115,aws:51,aws_account_id:113,awsaccountid:113,awskeymanagementservicepowerus:113,axes:22,axi:[8,22],axis:8,aync:47,b363:114,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:114,ba5f:113,back:[2,8,22,29,32,35,45,53,56,74,93,102],background:[7,8,83,110],background_id:[7,8],backpropag:[31,32],backward:[5,8,9,27,31,33,38,40,48,56,63,64,72,74,75,78,82,83,98,101,109,119,121],backward_first:98,backward_op:31,backwardactiv:101,baidu:[54,114],bake:45,balanc:[47,73,113,119],bandwidth:[53,73],bare:[112,114,127],barrier:[110,119],barrierstatset:108,basci:58,base:[7,8,11,13,14,18,20,22,24,27,30,39,48,49,53,54,60,65,69,72,73,74,76,81,82,83,88,90,98,99,101,102,107,108,109,113,119,123,124],baseactiv:9,baseerrorclipattr:48,baseev:29,basematrix:101,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,29],bash:[92,93,99,110,113,114],basi:2,basic:[2,8,29,45,58,65,76,77,81,82,90,101],batch:[2,8,9,13,15,18,22,23,29,30,33,35,37,38,45,49,50,54,56,59,69,70,71,73,74,90,100,101,112,113,114,119],batch_id:[29,56],batch_im:56,batch_images_from_tar:15,batch_label:56,batch_norm:56,batch_norm_lay:9,batch_norm_typ:8,batch_read:[37,80],batch_siz:[2,13,45,56,63,71,112],batch_szi:56,batch_z:56,batchnorm:[22,56],batchsiz:[8,101],bazel:34,bbbbb:37,bbox:7,bcd:8,bcebo:14,bcm2708:125,bdist_wheel:84,beacus:58,beam:[8,98,119],beam_gen:[8,98],beam_search:[29,71,98],beam_siz:[8,71,98,118,119,121],becaus:[4,7,8,14,23,30,33,34,35,40,53,71,75,79,80,83,85,86,89,90,91,98,99,101,104,107,113,121,123],becom:[46,47,85,88,108],been:[2,8,9,22,32,34,39,54,99,100],befor:[4,8,9,22,32,35,42,48,52,57,69,74,75,76,80,83,92,93,100,102,103,107,113,123,124,127],begin:[4,7,8,18,22,32,38,40,49,52,57,71,73,101,110],beginiter:[29,30],beginn:98,beginpass:[29,30],begintrain:30,behavior:[22,108],behind:[54,90,112],being:[22,32,42,48,54,78,80,104,107],belong:[7,8,45,85],below:[2,33,35,40,45,47,53,54,66,75,80,83,90,91,92,95,98,101,108,110,113,123,124],benchmark:66,benefit:[9,42,43,71],bengio:20,besid:[1,8,14,45,62,69,73,95],best:[34,65,93,99,119],besteffort:114,beta1:[10,24],beta2:[10,24],beta:[22,56],better:[9,34,54,62,65,71,89,113,124,127],between:[7,8,15,22,29,32,34,35,40,45,47,53,54,65,68,73,75,82,85,93,102,104,113],bgr:15,bi_gru:9,bi_lstm:9,bia:[8,9,22,71,79,98,101],bias:[8,22,101],bias_attr:[8,9,22,79,98],bias_initi:22,bias_param_attr:9,biases_:101,biasparameter_:101,biassiz:101,bidi:114,bidirect:[8,9,98],big:[44,47,62,108,127],bigger:35,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:108,bin:[93,110,113,114],binari:[2,7,8,13,22,34,43,45,53,56,66,92,94,95,99,107,108,113],bind:[44,53,55,85,88],bioinf:22,bit:[53,54],bitcod:124,bla:[93,124],black:[56,124],blank:[8,113,124],block0:62,block1:62,block2:62,block:[8,32,36,38,40,44,45,46,47,48,49,50,54,60,62,69,70,72,88,91,101,102,104,108,119],block_i:8,block_id:[44,50],block_x:8,blockdesc:[33,57,79,81],blockdescbind:60,blockingcount:46,blueprint:71,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,81,98,105,109],bool:[2,6,7,8,9,10,11,13,15,22,29,33,53,59,61,63,64,65,78,79,86,87,90,91,101,103,119,121],boost:[69,88,103],boot:[8,98,127],boot_bia:8,boot_bias_active_typ:8,boot_lay:98,boot_stat:90,boot_with_const_id:8,bootstrapp:127,borrow:[56,90],bos_id:[8,98],both:[5,6,8,9,15,22,30,33,34,35,42,45,47,53,54,56,60,62,69,71,73,76,78,86,88,98,101,102,104,105,108,110,112,113,124],bottl:73,bottleneck:[76,108],bottom:29,bound:[8,22,62],boundari:45,boundri:7,box:[8,56,108],brace:[33,57],brain:42,branch:[8,22,30,33,34,45,54,59,77,84,95,100,102,105],breadth:119,break_if:90,brief:[34,40,53,88,104],briefli:108,bring:[54,62,104],broadcast:[22,35,73,81,127],broken:100,browser:[93,105,107,113],bsd:[73,99],bucket_nam:113,buddy_alloc:100,buf:38,buf_siz:[13,45,112],buffer:[2,13,38,65,66,74,80,85,109,119],buffer_s:13,buffered_read:80,bufsiz:13,bug:[100,113],build:[8,14,34,43,45,57,58,62,64,74,83,84,87,93,95,96,100,102,107,110,112,113,116,117,119,126],build_android:123,build_dict:14,build_model:56,builder:100,buildtool:84,built:[34,44,45,53,54,62,69,73,87,90,92,95,99,107,123,125,127],bunch:[66,108,110],button:[100,105,113],c11:67,c703c041:100,c99:68,c99e:113,cach:[53,92],cache_pass_in_mem:2,cachetyp:2,cacul:[9,49,110],caff:[33,54],caffe2:[33,44,54],calc_batch_s:2,calcul:[2,7,8,9,18,22,31,32,35,40,46,49,53,62,93,98,101,108,110,119,121],calcut:62,calendar:76,call:[2,7,8,9,13,22,29,30,31,32,33,38,39,40,41,43,44,45,48,54,56,57,62,70,71,72,76,79,81,82,85,87,88,90,96,98,99,101,102,103,104,107,108,110,112,113,119],callabl:[2,6,8,13,14],callback:[48,101],caller:[31,107,113],can:[1,2,4,6,7,8,9,13,14,15,22,23,26,29,30,31,32,33,34,35,38,39,42,43,44,45,47,48,50,53,54,55,56,57,58,60,61,62,65,69,70,71,72,73,74,76,77,78,79,80,81,82,83,87,88,89,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,107,108,110,111,112,113,114,115,118,119,121,123,124,125,127],can_over_batch_s:2,cancel:42,candid:[8,22,71],candidate_activ:22,cannot:[81,85,89,90,101,102],cantain:58,capabl:[53,75,81],capac:[83,113],capi:[67,92],capi_prvi:68,caption:71,captur:[8,111],card:[73,110,112],care:[9,43,62,80,88,93,118,119,127],carefulli:119,caret:29,carpedm20:56,carri:22,cast:[53,89],cast_to_op_attr:87,cat:[13,15,93,115],categor:102,categori:[8,14,35],categorig:14,categoryfil:114,caus:[35,52,95,102],caution:[113,114],cbla:63,cc_:34,cc_binari:34,cc_test:34,cclient:41,cde:8,cdn:14,cduadevicecontext:[69,88],ceil:8,ceil_mod:8,cell:[8,9,22],cell_activ:22,cell_t_prev:22,cell_valu:22,center:[2,15],center_crop:15,cento:[92,95,96,127],central:[83,112],ceph:[13,37,114],cephf:[37,43,51],certain:[1,22,61,69,72,76,85,88,103,118],certif:[30,51,113],cffi:67,cfg:[62,114],cgo:67,chain:[13,32,57,101],challeng:[8,35,54,59,88],chanc:[30,53,101],chang:[8,14,34,39,43,45,54,65,75,77,80,82,84,85,92,98,100,101,102,104,108,110,112,113,119,123],changes:65,channel:[8,9,15,22,44,108],channel_shar:8,chapter:[70,71,112],chapter_data:70,chapter_out:70,characterist:121,check:[2,13,21,32,33,34,48,65,78,81,92,95,100,102,105,110,113,119,121],check_align:13,check_attr:87,check_eq:101,check_fail_continu:2,check_grad:[31,102],check_l:101,check_output:102,check_sparse_distribution_batch:[118,119],check_sparse_distribution_in_pserv:[118,119],check_sparse_distribution_ratio:[118,119],check_sparse_distribution_unbalance_degre:[118,119],check_styl:100,checker:81,checkgrad:119,checkgrad_ep:119,checkmark:127,checkout:100,checkpoint:[47,78],checksum:51,child:33,china:93,chines:105,chip:54,chmod:113,choic:[22,34,54,93],choos:[22,61,92,93,94,99,103,119,123],chosen:[1,56,69],chunk:[39,51],chunk_schem:7,chunktyp:7,chw:15,circl:57,circumst:88,claim:113,claimnam:113,clang:[53,67,100,123],clarifi:[7,22],clariti:71,classdim:22,classic:[8,62],classif:[2,4,8,20,57,121],classifi:[8,56],classification_error_evalu:7,classification_evalu:7,claster:113,clean:[4,33,34,50,75,81,92,99,100],clear:[7,34,71,75,85,89,125],clearer:[75,79],clearli:85,cli:113,click:[95,100,105,107,108,113],client:[38,41,81],clip:[6,9,119],clip_op:48,clip_op_desc:48,clock:8,clone:[8,92,99,100,105,107,123,125],close:[2,80,100],cloud:[34,35,43,51,52,81,127],cloud_read:13,cludform:113,cluster:[13,29,30,33,35,40,45,114,118,119],cluster_test_fil:110,cluster_train:111,cluster_train_fil:110,cluster_train_v2:[111,115],cm469:113,cmake:[68,92,99,100,101,102,105,107,108,123,124],cmake_build_typ:[107,123,124,125],cmake_c:124,cmake_install_prefix:123,cmake_system_nam:[123,124,125],cmakelist:[34,63,64,101],cmatrix:[67,68],cmd:114,cname:113,cnn:[8,22,114],coars:55,code:[2,4,8,13,30,32,34,42,45,47,50,53,54,55,56,57,61,66,69,72,74,75,76,78,80,81,82,83,87,90,92,93,95,96,98,99,101,102,103,104,105,106,108,110,112,113,114],codebas:[81,100],coeff:8,collabor:35,collect:[8,14,29,76],collectbia:101,color:15,colour:14,column:[7,8,22,57,80,101,107],column_evalu:7,com:[8,9,14,34,56,84,92,99,100,105,107,109,113,114,123,125,127],combin:[7,8,9,13,24,29,62,72,81,85],come:[45,49,62,77,90],comma:[26,29,40,112,119],command:[1,4,13,26,34,38,43,52,92,93,95,96,99,100,101,102,105,106,107,108,111,112,113,114,115,116,117,123,124,125],commandlin:108,comment:[22,34,58,87,100,102],commit:[34,100],common:[15,20,24,27,37,83,88,98,101,118],commonli:[52,83,98,107,108,121,125],commun:[35,40,41,45,47,73,100,101,110,112,113],compani:54,compar:[31,34,44,81,99,101,102],comparison:[34,54,103],compat:[2,23,53,55,73],compil:[8,34,45,58,60,62,69,73,82,86,87,91,99,101,105,110],complaint:34,complet:[4,8,9,14,22,24,29,32,33,35,39,40,48,51,57,66,69,81,94,101,102,104,107,112,113,114,127],complex:[1,2,9,42,62,71,81,98,108],complianc:2,complic:[8,45,55,80,89,90],compon:[45,58,90,91,101,103],compos:[13,23,30,55,58,70,79,81],composenotalign:13,composit:55,compress:39,compris:32,compromis:99,comput:[8,9,22,23,26,30,31,35,45,47,50,53,54,58,62,66,69,72,73,74,76,82,85,88,89,91,93,98,99,100,101,102,103,107,108,109,110,112,113,121,123,124,125],computation:[8,98],computationgraph:58,con:73,concat:[56,98],concaten:[8,9,22,56,70,90],concentr:81,concept:[2,7,30,44,54,55,56,58,65,70,71,74,75,77,85,90,91,98],conceptu:[50,54,56,58],concern:[30,49,124],concis:[56,90],conckerneltrac:26,conclud:102,concret:[81,88,102],concurr:[35,42,47,54,76,110],concurrentremoteparameterupdat:119,cond:[22,33,54,59,77],condit:[2,8,22,39,45,54,59,65,98,114],condtion:56,conduct:108,conf:[4,8,111],conf_paddle_gradient_num:113,conf_paddle_n:113,conf_paddle_port:113,conf_paddle_ports_num:113,conf_paddle_ports_num_spars:113,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,26,37,52,71,101,112,113,114,118,119,127],config_:[38,119],config_arg:[118,119,121],config_bas:[7,8,29],config_lay:101,config_len:40,config_pars:[4,63,64,101],config_proto:40,configur:[0,1,2,4,8,22,29,32,38,40,42,43,45,47,54,58,61,79,88,89,96,97,99,100,101,102,104,108,110,119,123,125,127],confirm:52,conflict:[85,100],confus:[15,56,61],congest:119,conll:14,connect:[1,9,22,43,44,45,47,101,110,112,113,114,127],connectionist:8,consequ:[8,9],consid:[7,8,20,32,78,88,99,108,121,127],consider:[2,8,9,69],consist:[7,8,14,15,22,39,66,77,80,81,82,87,91,102],consol:[108,113],consolid:[33,105],constant:[8,20,22,58,60,61,69,101,102],constantiniti:22,constraint:85,construct:[2,4,7,22,30,50,58,62,70,79,81,85,87,98,103],constructbackwardgraph:57,constructoptimizationgraph:57,constructor:[22,48,53,76,79,81,85,87,101,102],consum:[35,107],consumpt:62,contact:42,contain:[2,7,8,9,11,13,14,15,22,23,29,30,32,33,39,50,56,58,65,66,69,75,76,79,81,82,85,86,87,90,91,94,95,98,99,102,110,113,115,124],container:110,containerport:113,content:[40,52,66,71,105,114],content_dir:105,content_len:40,context:[8,9,14,48,65,85,86,88,98,102,104,109],context_attr:9,context_len:[8,9],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9],contin:113,continu:[2,7,32,35,66,110,119,123],contrast:8,contrib:83,contribut:[83,99,106],contributor:81,control:[6,33,44,113,114,119,127],controlflowgraph:62,conv2d:[56,103],conv:[9,56,65,89],conv_act:[9,23],conv_batchnorm_drop_r:[9,23],conv_bias_attr:9,conv_filter_s:[9,23],conv_fwd:65,conv_layer_attr:9,conv_num_filt:[9,23],conv_op:8,conv_pad:[9,23],conv_param_attr:9,conv_pool_2:45,conv_strid:9,conv_with_batchnorm:[9,23],conveni:[30,32,58,72,87],convent:[22,32,40,100,102],converg:111,convers:[53,54],convert:[2,4,14,22,37,45,46,47,53,54,65,80,82,112],convlay:8,convlution2d:22,convolut:[8,9,13,22,23,56,69,79,88],convolution2d:22,convolution_algorithm_opt:65,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,100],coordin:[35,40],copi:[2,29,30,39,42,52,57,70,71,73,74,90,92,100,110,113,115],copy_from:48,copyright:2,copyvariablewithtensor:89,core:[2,6,18,22,32,58,61,68,74,75,90,99,109,119],coreo:[113,127],corespond:22,corner:81,corpu:14,correct:[2,8,22,31,32,53,73,101,102,103,113],correctli:[7,13,32,53,56,101],corresond:53,correspend:22,correspoind:30,correspond:[2,4,8,22,23,27,30,32,33,34,48,53,58,59,65,69,70,71,79,81,82,83,87,88,101,102,103,104,107,124],correspondingli:124,corss_entropi:30,cortex:53,cos:[8,87],cosin:[8,22,87],cosineop:87,cosineopproto:87,cosineopprotomak:87,cost:[4,22,29,30,32,45,57,72,73,77,78,89,109,112,119],cost_id:8,cost_np:78,could:[2,4,8,13,29,30,31,39,44,45,46,47,53,54,70,72,74,75,77,79,80,82,99,103,107,108,111,113,123],count:[7,35,43,49,78,80,108,110,112,114,119,121],counter:[26,35,39,46,57],cours:[7,43,69,99],covari:8,cover:[54,104],cp27:95,cp27m:[84,95],cp27mu:[84,95],cpp:[31,38,55,63,64,67,68,75,81,91,101,103,108],cprofil:107,cprofilev:107,cpu:[1,2,6,8,31,43,53,61,69,74,75,76,81,83,84,88,89,92,93,99,102,103,104,107,108,109,114,119],cpu_avx_mkl:[93,95],cpu_avx_openbla:[95,96],cpu_kernel:61,cpu_ns_:76,cpu_per_pserv:45,cpu_per_train:45,cpudevicecontext:[69,88,102,103],cpuelapsedu:76,cpuengin:64,cpuinfo:93,cpuplac:[45,61,65,69,88,89,102,103,104,109,112],cpusparsematrix:68,crash:[35,108,111,119],creat:[4,6,13,18,22,29,30,31,33,35,40,44,46,48,49,50,51,52,53,54,55,56,57,65,69,70,72,73,74,75,79,82,83,93,96,99,100,101,102,105,110,112,115,119,123,127],create_backward_pass:72,create_bias_paramet:101,create_block:79,create_doc_str:87,create_input_paramet:101,create_local_scop:50,create_oper:55,create_optimization_pass:[24,72],create_paramet:79,create_python_ops_creatation_funct:87,create_rnn:33,create_rnn_op:70,create_st:18,create_tmp_var:79,create_tmp_vari:79,create_var:79,create_whileloop:90,createfromconfigproto:4,creategradientoper:82,creatememori:65,createop:87,createoper:33,createprimitivedesc:65,createstack:113,createvari:33,creation:[55,113],creationd:113,creator:[13,14,37,81,82],creator_:82,credenti:52,crf:[88,89],critic:[56,107],crlf:100,crop:[15,88],crop_grad:88,crop_siz:15,crope:15,cropgradkernel:88,cropkernel:88,cross:[8,22,79,102],cross_compil:125,cross_entropi:[8,30,45,56,62,89],cross_entropy_with_selfnorm:8,crt:51,csc:101,csr:101,csv:26,ctc:7,ctc_evalu:7,ctest:[92,99,102],ctor:79,ctrl:[99,111],ctx:[65,89,102,104],cubla:[69,103],cublas_handle_:88,cublashandle_t:88,cuda7:[95,96],cuda8:[92,93,95],cuda:[26,34,54,69,76,81,88,93,95,99,102,103,108,110,112,119],cuda_dir:[118,119],cuda_fp16:53,cuda_profil:26,cuda_so:93,cudaconfigurecal:108,cudadevicecontext:[69,88,102],cudadevicegetattribut:108,cudaelapsedu:76,cudaevent_t:76,cudaeventcr:108,cudaeventcreatewithflag:108,cudafre:108,cudagetdevic:108,cudagetdevicecount:108,cudagetdeviceproperti:108,cudagetlasterror:108,cudahostalloc:108,cudalaunch:108,cudamalloc:108,cudamemcpi:108,cudaplac:[69,88,89,103],cudaprofilerstart:108,cudaprofilerstop:108,cudaruntimegetvers:108,cudasetdevic:108,cudasetupargu:108,cudastream_t:88,cudastreamcr:108,cudastreamcreatewithflag:108,cudastreamsynchron:108,cudeviceget:108,cudevicegetattribut:108,cudevicegetcount:108,cudevicegetnam:108,cudevicetotalmem:108,cudnn:[8,11,22,34,61,65,69,88,89,103,119],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[118,119],cudnn_convt:8,cudnn_dir:[118,119],cudnn_kernel:61,cudnnavginclpadpool:8,cudnnavgpool:8,cudnnconvopkernel:103,cudnnv5:92,cudrivergetvers:108,cuinit:108,cumtim:107,cumul:8,cur_mem:71,curl:113,curli:[33,57],current:[2,8,22,32,33,34,35,38,40,44,47,49,54,61,69,70,71,74,75,76,79,85,89,90,93,95,98,99,101,105,111,112,113,119,124],current_block:[77,79],current_endpoint:112,current_oper:77,current_word:98,curv:30,custom:[1,2,24,30,43,53,56,71,74,81,101,113],custom_batch_read:80,cut:[13,90],cut_lin:13,cutoff:14,cv2:15,cxx:124,cxx_compil:[123,124,125],cxx_flag:124,cxxabi_1:95,cycl:35,cyclic:8,cython:67,d3e0:113,d_b0:56,d_b1:56,d_b2:56,d_block:56,d_f:56,d_g:56,d_h0:56,d_h0_bn:56,d_h0_relu:56,d_h1:56,d_h1_bn:56,d_h1_relu:56,d_h2:56,d_loss:56,d_loss_fak:56,d_loss_real:56,d_optim:56,d_step:56,d_t:56,d_w0:56,d_w1:56,d_w2:56,daili:100,dalla:2,dandroid_abi:123,dandroid_arm_mod:123,dandroid_arm_neon:123,dandroid_standalone_toolchain:123,danger:2,dangl:99,darwin:113,dash:56,dat:37,data:[0,1,2,4,7,14,15,18,23,29,30,31,33,37,38,39,47,49,51,53,54,56,57,58,60,61,62,65,66,69,70,71,72,73,74,75,77,79,81,83,85,86,87,88,90,91,96,98,101,102,104,108,109,110,112,115,116,118,119,121],data_fil:15,data_i:56,data_lay:[2,38],data_layout:22,data_layout_:89,data_read:[13,80],data_reader_creator_random_imag:80,data_shar:90,data_typ:[13,14,66,86,89,91,96,98,103],data_type_:[61,69,89],data_x:56,databas:14,datacent:[37,52],datacenter1:37,datacenter2:37,datacenter_1:37,datacenter_2:37,datacenter_nam:37,datadim:8,datafeed:[16,109,112],dataflow:58,dataflow_analysi:62,datalayout:89,dataparallel:45,dataprovid:1,dataproviderconvert:4,datasci:8,dataset:[0,2,22,37,43,45,74,80,96,98,107,112,119],dataset_nam:15,datatransform:89,datatyp:[14,18,22,61,65,86,89,91],date:110,dcgan:56,dcmake_install_prefix:[123,124,125],dcmake_system_nam:[123,124,125],dcuda_arch_nam:92,dcudnn_root:92,ddim:[69,88,104],dead:35,deal:[32,127],debug:[2,31,32,45,52,54,79,93,100,107],debug_str:58,decai:[10,24,27],decar:13,decayr:38,decent:39,decid:[30,42,56,66,74,82,83,86],declar:[22,33,56,70],decod:[8,9,98],decoder_boot:98,decoder_dim:71,decoder_group_nam:98,decoder_input:[71,98],decoder_mem:[71,98],decoder_prev:9,decoder_s:98,decoder_st:[9,98],deconv:[8,56],deconvolut:[8,22],decor:[2,13,101],decrement:46,decrementcount:46,decrypt:113,deduc:81,deep:[8,20,22,32,42,50,56,57,62,64,76,81,83,88,93,108,112,124],deeper:93,deepspeech2:63,def:[2,8,13,30,31,32,37,43,48,49,55,56,58,61,62,70,71,72,79,80,87,90,98,101,102],def_block:56,defalut:[22,119,121],default_block:56,default_devic:121,default_main_program:[18,109,112],default_param_attr:79,default_st:90,default_startup_program:[18,109,112],default_valu:121,defaultdict:62,defaultinfervartyp:60,defect:75,defer:42,defferenct:2,defin:[1,2,8,9,13,20,24,27,29,30,32,33,34,35,42,44,46,47,48,53,54,55,56,58,61,62,69,70,73,77,79,80,81,85,87,88,90,98,101,104,107,109,110,111,112,119],define_py_data_sources2:2,definit:[2,32,33,35,39,45,50,61,77,82,87,90,93,102,107,109],definiton:55,degener:22,degre:8,deivc:103,delai:[74,88,104,119],delet:[43,51,100],deletestack:113,delimit:7,deliv:127,delta:[8,31],delv:[8,20],demand:[35,88],demo:[8,14,81,111,114,116],demolish:114,demonstr:[98,104],denot:[22,102,121],dens:[2,8,13,40,41,86,101,113],dense_arrai:13,dense_vector:[2,4,13,96],dense_vector_sequ:13,dep:34,depend:[22,33,34,35,43,45,47,58,73,78,86,93,99,102,110,121,123,124,125,127],dependent_var:78,deploi:[8,111,121,127],deploy:[58,66,81,110,111,113,124,127],deprec:8,depth:[33,54],dequeu:47,deriv:[5,30,45,48,59,72,123],desc:[33,48,65,66,79,87,90],desc_:33,descend:[22,90],descent:[8,35,74,110],descproto:66,describ:[30,32,33,34,39,44,45,50,61,65,66,70,71,75,77,79,81,86,87,89,91,101,102,103,104,113,114],describestack:113,describestackev:113,describestackresourc:113,descripotor:65,descript:[4,7,33,34,60,64,66,69,82,86,89,91,92,95,100,102,110,113,120],descriptor:[65,89],deseri:[29,66,75],deserializ:81,desgin:57,design:[2,8,13,20,32,38,61,62,67,74,76,83,102,127],desir:[13,35,45,74,113,114],destin:[40,52],destroi:[33,50],destruct:85,destructor:[76,101],det_output:7,detail:[2,4,6,7,8,9,10,22,31,32,39,43,45,47,52,54,56,58,62,65,66,69,70,76,79,83,85,88,89,90,91,92,96,98,99,101,102,103,104,105,107,108,111,112,113,114,120,121,125,127],detect:[60,92,100,123],detection_evalu:7,detection_output:7,determin:[2,8,13,22,33,45,62,69,81,101],dev:[81,93,99,107,123,127],dev_ctx:[33,65,76],devel:84,develop:[32,34,54,60,75,76,79,82,84,93,95,100,104,105,107,109,110,118,119,124,125],deverlop:119,deviat:[6,20],devic:[6,44,45,49,53,58,64,65,69,73,75,76,81,89,93,102,104,109,119,124],device_:76,device_context:[65,102],devicecontext:[33,69,76,102,103],deviceid:[64,121],deviceid_:64,deviceplac:88,devid:[8,119],devtools2:92,dhcp:127,diagnos:111,diagon:22,diagram:[70,110],diamond:56,dic:15,dict:[2,7,14,29,32,79,110,115],dict_fil:7,dict_siz:[14,22,38,71],dictionari:[2,7,8,14,29,30,31,79,121],did:[2,75,93],diff_mat:31,differ:[2,7,8,22,23,29,32,33,34,35,40,42,45,46,47,48,49,50,53,54,56,58,59,62,65,69,71,73,74,76,78,82,85,89,90,91,93,98,101,102,103,104,107,111,113,114,119,124],differenti:55,difficult:[7,31,54,99],difficulti:20,dig:[93,108,113],digit:[2,8,110],digraph:58,dilat:[8,22,65],dilation_h:22,dilation_i:8,dilation_w:22,dim0:102,dim1:102,dim:[8,13,22,23,38,65,66,70,81,86,88,91,101,102,104],dim_:[88,104],dimens:[5,8,9,11,13,22,23,56,81,86,88,90,101,102,104,121],dimension:[2,8,22,98,101,104],dimes:8,dios_arch:124,dios_enable_bitcod:124,dios_platform:124,dios_use_veclib_for_bla:124,dir:123,direct:[8,9,15,54,62,74,107],directli:[1,2,9,20,24,27,34,41,43,45,53,61,75,87,89,90,92,94,111,114,123],director:102,directori:[1,8,34,37,42,51,52,88,92,93,99,104,105,108,110,111,114,115,119,123,124,125],disabl:[2,22,76],disadvantag:[74,79],discard:[13,35,39,71,119],discount:8,discov:35,discoveri:113,discrep:108,discret:8,discrim:56,discuss:[30,33,39,40,41,45,65],disk:[66,99,114],dispatch:[45,75,110,111,119],displai:[43,52,100],dist:[84,92],dist_train:[30,43],distanc:[7,8],distinguish:[34,111],distribut:[2,8,20,33,39,40,41,42,44,49,54,73,81,91,95,106,111,114,116,117,127],distribute_test:[118,119],distributedli:[45,101],distributetranspil:112,disucss:30,div:22,divid:[8,10,22,32,49,87,91,107,118],divisor:22,diy_beam_search_prob_so:[118,119],django:105,dnn:[65,92],dns:113,do_forward_backward:80,doc:[4,13,58,70,90,102,104,105,110],doc_cn:105,dockefil:99,docker:[84,92,94,100,105,110,113,116,117,127],docker_build:30,docker_clust:[111,115],docker_push:30,dockerfil:[99,123,125],dockerhub:93,document:[2,4,8,9,31,45,51,54,57,70,71,76,81,92,99,100,102,103,104,106,110,112,121,124],documentari:2,doe:[2,4,9,35,39,40,42,43,44,45,47,50,53,58,62,70,75,79,81,82,83,95,99,101,102,104,108,109,112],doesn:[6,8,13,30,33,44,80,93,99,100,107,108,114,123,124],doing:[38,42,45,57,108],domain:113,don:[9,30,34,55,57,62,80,92,93,99,100,102,105,113],done:[7,8,9,32,34,35,39,40,45,46,60,62,66,74,82,83,100,107,108,113],dot:[8,9,23,102,119],dot_period:[119,121],dotmuloper:8,dotmulproject:8,doubl:[2,22,45,53,57,76,89,92,102,103,119],down:108,download:[14,34,35,38,42,51,92,93,95,110,124,127],dozen:34,draw:71,drive:85,driver:[93,110,112],drop:[2,8,9,71],drop_rat:6,dropout:[6,9,101],dropout_prob:22,dropout_r:8,drpi_arm_neon:125,drpi_toolchain:125,drwxr:114,dst:[40,65],dst_primitive_desc:65,dtoh:108,dtype:[4,18,22,45,58,79,109,112],due:[39,42,56,62,71,79,107],dummi:[29,39],dump:66,duplic:[22,47],durat:[39,108],dure:[1,2,8,9,27,32,33,35,39,42,43,49,54,62,73,74,76,79,81,91,101,102,113,118,119,127],durn:2,duse_eigen_for_bla:123,dwith_c_api:[68,123,124,125],dwith_gpu:[92,125],dwith_profil:108,dwith_python:[68,125],dwith_swig_pi:[68,123,124,125],dwith_test:[92,102,124],dwith_tim:108,dynam:[1,2,22,40,68,70,79,80,92,108,119],dynamic_cast:101,dynamic_recurrent_op:90,e2e:127,each:[1,2,4,7,8,9,11,13,14,18,22,23,29,31,32,34,35,38,39,40,42,43,44,45,48,49,50,54,57,60,62,65,69,70,71,73,75,76,78,79,80,81,82,85,86,87,88,89,90,91,98,101,103,107,110,111,112,113,119,121,127],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:54,earli:[53,100,102],eas:[13,60,102],easi:[31,32,71,74,80,81,83,100,101,111],easier:[30,47,53,54,80,90,99,100,101],easili:[30,56,73,76,80,82,85,88],echo:93,edg:[15,62],edit:[7,93,99,113],editor:[79,99],edu:[14,113,114],eeoi3ezpr86c:113,effect:[2,8,29,92,113,119,124],effici:[1,2,8,45,66,80,88,98,99,101],effort:45,efg:8,efs:113,efs_dns_nam:113,efsvol:113,egd:62,eigen:[53,69,74,81,83,88,102,123,124],eigen_device_:88,eigen_test:104,eigen_use_gpu:102,eigenmatrix:104,eigenscalar:104,eigentensor:104,eigenvector:104,either:[2,8,9,13,22,29,30,45,56,59,60,70,74,83,94,108,124],elb:113,elbapis:113,electr:62,electron:114,elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,22,29,31,39,47,58,71,81,102,104],element_typ:[40,103],elementari:81,elementwis:[22,23],elif:[30,87],els:[30,38,43,45,47,48,54,56,59,60,61,62,85,87,92,93,99,101,102],elsewher:76,emac:99,email:100,emailweixu:34,emb1:38,emb2:38,emb:114,embed:[30,33,38,47,60,71,86,90,98,110],embedding_lay:38,embedding_nam:[8,98],embedding_s:[8,98],emphas:108,empir:8,emplace_back:101,emploi:[32,48,87,98],empti:[7,13,32,35,71,102],emul:53,enabl:[2,6,8,22,33,34,39,44,47,48,58,76,99,100,108,110,113,119,124],enable_grad_shar:[118,119],enable_parallel_vector:119,enableonstart:26,enc_proj:[9,98],enc_seq:9,enc_vec:98,encapsul:40,encod:[9,39,71,98],encoded_proj:[9,98],encoded_sequ:[9,98],encoded_vector:98,encoder_ctx:71,encoder_ctx_expand:71,encoder_ctx_proj:71,encoder_dim:71,encoder_last:8,encoder_out_seq:71,encoder_s:98,encount:38,encourag:[45,50],encrypt:113,encrypt_decrypt:113,end2end:127,end:[2,7,8,22,29,32,33,45,48,58,62,71,75,76,80,85,95,98,99,100,119],end_pass:30,end_po:8,endforwardbackward:29,endian:66,endif:[69,76],enditer:[29,30],endpass:[29,30],endpoint:[13,37,113],endtrain:30,enforc:124,engin:[43,64,65,108],english:[2,8,105],enjoi:93,enough:[32,33,61,62,69,99],enqueu:47,ensembl:9,ensur:[2,35,65,73,85,93,95,99,101,124],enter:[33,50],enterpris:81,entir:[8,9,40,42,102],entiti:[7,33,85],entranc:50,entri:[13,22,39,43,60,99,100,101,113,123],entropi:[8,22,79],entry_point:43,enueu:47,enumer:[5,69],env:[105,107,113],environ:[30,45,92,95,99,100,107,108,110,113,114,118,119,124],environmenterror:110,eos_id:[8,98],epoch:56,epsilon:[8,10,22,24],equal:[8,9,22,23,35,90,102,103,119],equat:[7,8,9,10,22,62,102],equip:98,equival:[30,33,44,48,54,59,87,127],error:[6,7,8,9,22,30,31,39,52,53,54,65,85,101,102,111,113,119],error_clip:48,error_clip_callback:48,error_clipping_threshold:6,errorclipbyvalu:48,especi:[2,8,9,64,99],essenc:[30,32],essenti:[8,30,50,53,104],establish:44,estim:[8,30,47,74],eta:114,etc:[7,13,22,33,45,49,65,73,74,80,85,92,103,110,113,118,121,127],etcd:[13,29,35,39,40,42],etcd_addr:40,etcd_endpoint:13,eth0:113,euclidean:8,eval:[7,18,33,49,56,81],eval_program:[18,49],eval_result:49,evalu:[1,8,16,28,29,42,58,78,108,109],evaluate_difficult:7,even:[30,53,54,73,79,80,99,100,108,119,124],evenli:[40,113],event:114,event_:76,event_block:76,event_handl:[29,30],eventkind:76,eventlist:76,eventu:[45,90],everi:[1,2,7,8,9,13,18,30,35,39,40,42,48,49,57,58,60,62,65,69,70,73,79,85,87,89,98,100,101,102,104,109,110,115,119],everyon:100,everyth:[45,47,56,123],everywher:99,evid:75,evolv:54,exactli:[2,8,9,113],exampl:[1,2,7,8,9,13,14,15,22,23,29,33,43,45,47,49,52,54,55,56,57,58,60,62,65,69,70,71,75,76,77,79,80,81,82,83,86,88,89,90,98,99,100,101,102,103,104,107,108,109,110,112,113,114,118,119,121,125],example_read:13,exceed:8,except:[2,8,14,42,44,54,57,76,90,121],excess:62,exchang:75,exclud:8,exclude_mod:8,exclude_param:29,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:[45,109,112],exec:119,execut:[8,34,35,39,43,44,45,49,50,56,58,62,65,73,76,82,91,99,101,107,108,113],executioncontext:[65,89,102,103,104],executor:[16,18,44,45,49,53,54,56,72,77,79,89,91,107,109,112],exist:[30,33,35,52,54,71,79,80,82,87,88,90,95,99,101,104,113,119,124],exit:[40,52,112,114,119],expand:[22,71,93,101],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,89,108],expected_desc:65,expected_kernel_kei:89,experi:[66,121],experienc:100,expert:34,expir:35,explain:[2,7,22,35,44,54,55,57,100,103,107,110,112],explan:[8,31,43,44,45,85,89],explicit:[76,90,101,103],explicitli:[2,30,45,50,102,104,124],explod:48,explor:[8,71,83],expon:8,exponenti:[5,22],expos:[32,41,65,66,88,90,113],express:[2,30,47,49,58,62,102,113],extend:[7,74,90],extens:[42,47,71,102,123],extent:68,extern:[2,34,64,67,68,81],external_librari:34,extingrad_:64,extinval_:64,extoutgrad_:64,extoutval_:64,extra:[6,8,9,45,83,88,127],extra_lay:29,extraattr:[6,121],extraattribut:8,extraattributenon:8,extract:[7,8,54,75,102,113],extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,44,54,108],extremli:1,f120da72:114,f7e3:113,fa0wx:114,fabric:110,face:[34,83],fact:[22,44,54,73,77,79],factor:[6,10,22],factor_s:8,factori:67,fail:[2,35,39,71,102,114,119,121],failur:[35,40,102],fake:56,fake_imag:80,faked_imag:56,fall:[53,78],falloc:51,fals:[2,6,7,8,9,10,13,22,23,24,31,32,33,54,59,61,63,70,77,78,80,86,91,96,98,101,102,110,114,119,121],false_block:[33,59,77],false_label:80,false_neg:49,false_posit:49,false_read:80,familiar:2,fan_in:20,fan_out:20,fanscin:2,far:[48,90],fascinatingli:1,fashion:45,fast:[8,39,54,108],faster:[8,9,22,27,35,54,93,98,108],fastest:54,fastli:100,fat:124,father:32,fault:[29,39,81,92],favorit:99,fbd1f2bb71f4:114,fc1:[58,101,121],fc1_bia:58,fc1_weight:58,fc2:[58,121],fc3:[58,121],fc4:121,fc8a365:113,fc8a:113,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[79,87,101,121],fc_layer_nam:9,fc_mat:29,fc_op:87,fc_out:33,fc_output:87,fc_param_attr:9,fc_without_b:33,fclayer:101,fcop:55,feasibl:74,featur:[2,5,8,13,14,22,32,45,53,58,73,76,100,119],feed:[9,29,30,45,57,70,83,109,112],feed_dict:56,feed_list:[109,112],feeder:[13,45,109,112],feedforward:20,feel:100,festiv:2,fetch:[14,35,38,45,78,98,101,109],fetch_list:[45,79,109,112],fetch_op:78,few:[2,34,35,45,62,74,80,86,99],fewer:[8,22,79],fg0:8,field1:29,field2:29,field:[8,29,33,58,60,66,78,79,82,86,87,108,113],fifth:57,figur:[30,34,45,47,54,56,64,70,76,79,98,101,108],file:[1,2,4,7,8,13,14,15,26,29,30,32,34,35,37,39,40,42,43,51,52,54,58,66,68,80,81,88,91,93,95,96,98,99,100,101,102,103,104,109,110,111,115,119,123,124,125,127],file_list:2,file_nam:2,file_typ:13,filenam:[2,15,37,79,107],fileoffset:51,filesystem:[42,43,45,51,113],fill:[8,35,39,54,69,79,113],fill_zero_grad:81,fill_zeros_like_op:32,filter:[8,9,22,48,65],filter_s:[8,9,22,23],filter_size_h:22,filter_size_i:8,filter_size_w:22,filter_strid:22,find:[8,22,33,35,42,53,58,65,71,85,89,92,95,108,112,115,123,124],find_var:31,findmemori:65,findop:33,findprimit:65,findprimitivedesc:65,findvar:[33,85],fine:[6,39,55],fingerprint:113,finish:[2,35,39,42,43,50,62,73,87,92,110,111,113,114],finit:101,finnal:93,first:[2,8,22,29,30,32,33,35,39,42,43,44,45,50,52,54,56,57,58,65,70,71,77,78,79,81,86,87,88,90,92,98,99,100,101,102,104,108,112,113,119,121,127],first_seq:98,firstli:[7,8,103],firstn:13,firstseen:114,fit:[1,14,53,61,62,66,71,81,112],fit_a_lin:112,five:[77,108],fix:[2,6,8,22,45,62,67,79,100,107],flag:[8,14,22,63,64,76,100,102,105,119],flatten0:58,flatten:[22,58,77,79,104],flexibl:[1,8,9,30,40,45,54,57,61,70,71,74,80,88,90,98],flip:15,flist:110,fliud:44,float16_t:53,float32:[4,13,22,45,53,55,56,79,80,102,109,112],float64:22,float_16:22,float_to_half_rn:53,floor:8,flow:[22,33,44,70,76,84],fluid:[0,18,20,21,22,23,24,26,27,32,45,47,50,69,76,79,88,89,103,107],fly:32,fnt03:113,focu:[2,58,107,108],focus:102,folder:[34,37,43,52,113],follow:[1,2,7,8,9,10,13,15,22,23,29,30,31,32,33,34,35,39,43,44,45,47,50,53,54,55,56,57,58,59,60,62,65,69,70,71,73,74,76,77,78,79,80,81,82,83,85,86,87,88,89,90,92,93,95,96,98,99,100,101,102,104,105,107,108,109,112,113,114,115,116,117,121,123,124,125,127],forbid:30,forc:[73,79,89],force_cpu:[22,61],force_cudnn:61,force_load:67,forest:33,forget:[10,22,30],forget_bia:22,fork:[8,100],form:[1,2,8,9,22,49,95,108],formal:89,format:[1,2,7,13,14,15,22,26,29,31,39,45,53,54,69,71,90,96,100,101,102,104,110,113,119],former:[30,34,54,62,74],formul:22,formula:[8,9,10,22,31,62],formular:8,forth:56,forward:[5,8,9,22,31,32,33,38,40,48,54,56,63,64,65,66,72,75,77,80,81,82,83,86,98,101,121],forward_infer:65,forward_list:76,forward_op:31,forward_proj:22,forward_train:65,forwardactiv:101,forwardbackward:29,forwardtest:4,found:[2,4,53,77,83,85,98,103,110,112,125],four:[2,7,22,49,54,57,65,69],foward:78,fp16:[53,81,91],fp32:[69,81,89,91],fp64:[69,91],fpga:[69,109],fpgadevicecontext:88,fpgaengin:64,fpgaplac:[69,88],frac:22,frame:[7,50,81,90],framework:[30,32,33,48,49,53,54,58,69,73,74,76,77,81,83,85,87,88,100,101,102,107,109,110,124],free:[14,88,100,127],frequenc:[14,108],frequent:[39,80,81,83,88,111,123,124],fresh:42,friend:85,friendli:[54,56],from:[2,4,7,8,9,13,14,15,20,22,29,31,32,33,34,35,37,38,39,40,44,45,47,48,49,52,53,54,55,56,57,58,59,61,62,65,70,71,72,73,75,77,79,80,81,82,85,88,89,90,93,95,98,99,100,101,102,103,104,107,108,110,112,113,114,119,121,123,124,127],from_no_sequ:8,from_sequ:8,from_tar:29,fromfil:80,front:[58,62],fuction:26,fulfil:108,full:[8,22,35,42,70,73,74,98,101,103,127],full_matrix_project:[9,98],fulli:[22,45,47,101,108,112,127],fullmatrixproject:8,fullsiz:38,fully_matrix_project:9,fullyconnect:[58,79],fullyconnectedlay:101,func:[13,39,44,82],funciton:[9,22],functor:[55,58],fundament:[47,53,81],funtion:22,further:[8,87,127],futur:[8,42,45,53,62,70,81,123],fvs:87,fwd_desc:65,fwd_op:82,fwd_primit:65,fwd_primitive_desc:65,fwd_var:48,g_b0:56,g_b1:56,g_b2:56,g_block:56,g_command_config_arg:[63,64],g_h0:56,g_h0_bn:56,g_h0_relu:56,g_h1:56,g_h1_bn:56,g_h1_relu:56,g_h2:56,g_im:56,g_loss:56,g_optim:56,g_program:79,g_state:76,g_step:56,g_w0:56,g_w1:56,g_w2:56,gain:8,gan:30,gangliao:34,gap:119,gate:[8,9,22,23],gate_act:[8,9],gate_activ:22,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gate_v:22,gatedrecurrentlay:63,gather:[8,32,62,73,75,101,102],gauss:6,gaussian:20,gaussian_normal_random:56,gcc:[53,67,81,92,99,107,123,125],gcc_3:95,gcreators_:87,gemm:63,gemmconvkernel:103,gen:8,gender:14,gendrated_id:71,gener:[1,2,4,7,8,9,13,18,29,30,31,32,33,34,35,37,39,40,42,44,45,54,55,60,62,65,69,73,74,77,78,79,80,81,82,86,87,88,90,100,102,108,113,115,119,121,123,125],generated_id:71,generated_scor:71,generated_word_embed:8,generatedinput:[8,98],genert:2,gereat:7,get:[2,7,8,14,22,29,31,32,33,34,35,39,40,42,43,51,54,56,58,61,62,63,64,65,69,70,71,76,79,81,82,85,87,88,89,90,92,93,95,98,100,101,102,103,107,108,110,111,113,115,122],get_all_op_proto:87,get_block:79,get_config_arg:121,get_data:114,get_dict:14,get_dim:31,get_embed:14,get_float_el:31,get_grad:29,get_grad_op_desc:32,get_input_lay:101,get_lin:13,get_movie_title_dict:14,get_numeric_gradi:31,get_numerical_gradi:31,get_output:31,get_program:62,get_pserver_program:112,get_shap:29,get_startup_program:112,get_support:95,get_symbol:58,get_tensor:31,get_trainer_program:112,get_vari:33,get_word_dict:14,get_worker_addr:44,getactualkerneltyp:61,getattr:48,getbatchs:101,getdeviceid:103,geteigendevic:104,getengin:65,getenv:[30,43,110],getexpectedkerneltyp:[61,65,89],getinfervartyp:60,getinput:101,getinputgrad:101,getinputvalu:101,getkerneltyp:53,getkerneltypeforvar:89,getlayeroutput:29,getlibrari:65,getmat:38,getoptconfig:38,getoutputgrad:101,getoutputvalu:101,getparam:38,getparameterconfig:38,getparameterptr:101,getparameterspars:38,getparametersremot:38,getplac:[65,88,102,103,104],getsiz:101,gettask:39,gettempl:113,gettensor:89,gettranspos:101,getw:101,getweight:101,getwgrad:101,gist:9,git:[84,92,99,100,105,123,125],github:[9,34,56,69,84,92,99,100,105,107,109,123,125],give:[2,22,35,70,79,81,89,99,100,101,108,113],given:[2,8,13,22,23,29,32,40,42,47,48,54,55,56,71,80,83,90,101,119],glibc:[95,123,125],glibc_2:95,glibcxx_3:95,glide:34,global:[2,6,22,24,30,33,34,35,58,61,75,76,81,85,87,88,89,99,108,113,119],global_block:79,global_learning_r:6,global_pool:22,global_step:24,globalstat:108,globalstatinfo:108,globe:2,glog:100,glog_v:100,glog_vmodul:100,glorot10a:20,glorot:20,gnueabihf:125,go_librari:34,go_test:34,goal:[47,53,57,73,81,108],gob:39,godep:34,godoc:67,goe:[9,35,54,59,85,109],going:[32,55,74,107,110,127],golang:34,good:[54,56,74,79,80,83,107,108,112,127],googl:[30,76,81,100,107,110,123],googleapi:113,googlenet:64,goroutin:44,got:[61,85],govern:2,gpg2:113,gpg:113,gprotos_:87,gpu:[1,2,6,8,11,31,43,49,53,62,69,73,74,75,76,81,83,84,88,89,92,95,96,99,103,104,106,109,110,112,127],gpu_id:[119,121],gpu_per_train:45,gpudevic:88,gpugpu_id:118,gpukernel:81,gpustarttimestamp:26,grab:35,grad:[31,32,40,48,64,79,86,119],grad_info_map:32,grad_n:48,grad_nam:48,grad_op:48,grad_op_class:81,grad_op_desc:48,grad_op_maker_:82,grad_op_typ:[81,82],grad_op_type_:82,grad_s_block:32,grad_share_block_num:[118,119],grad_to_var:[32,48],grad_var_nam:31,gradient:[6,7,8,10,20,22,24,27,29,35,39,46,48,57,60,72,73,74,75,79,81,86,102,107,110,112,119],gradient_clipping_threshold:6,gradient_evalu:7,gradient_flat:31,gradient_machin:[29,68],gradientmachin:[4,29,68,75],gradientmachine_:38,gradopdescmak:[60,82],gradopdescmakerbas:82,gradopmak:82,gradual:108,grai:15,grain:55,grandient:29,grant:113,graph:[8,22,29,32,33,34,35,44,45,46,47,49,54,56,70,73,74,77,104],grayscal:2,great:[47,127],greater:[8,48,74,110],greaterthan:87,green:[44,56],grep:[93,115],gridsize3d:26,groudtruth:98,ground:[7,8,22],group:[9,22,23,39,58,65,88,102,127],group_input1:98,group_input2:98,group_input:98,grouplen:14,grow:100,grpc:127,gru:[8,22,71,98],gru_bias_attr:9,gru_decod:98,gru_decoder_with_attent:98,gru_layer_attr:9,gru_memori:9,gru_out:71,gru_param_attr:9,gru_step:[71,98],gru_step_lay:9,grumemori:[9,98],gserver:[8,63,64,101],gsizex:108,gtx:62,guarante:[65,79,101],guard:38,guest:[95,99],gui:[107,108],guid:[26,51,62,81,98,100,101,108,112,113,114,124],gzip:[39,114],h0_bn:56,h_f:22,h_prev:33,had:99,hadoop:30,half:[8,22,23,53,113],half_to_float:53,hand:[62,81,88,104,110,112],handi:34,handl:[13,30,32,43,44,45,58,62,65,69,75,80,85,88,90,103,109],handler:[29,33],handwrit:2,happen:[22,39,87],hard:[45,54,71,90,99,113],hardshrink:22,hardsigmoid:22,hardwar:[54,88,99,103,108],has:[2,4,7,8,9,14,22,26,30,31,32,33,34,35,39,40,42,45,47,48,49,53,54,56,58,62,66,69,71,73,76,77,81,86,87,88,89,92,98,99,100,101,108,109,113,114,124,127],has_kei:[29,32,48],has_selected_colum:8,has_var_recurs:32,hasdependentvar:78,hash:[69,73],hasn:54,have:[1,2,4,8,9,13,22,30,31,32,33,34,35,39,40,42,43,45,47,48,50,53,54,55,56,57,61,62,65,66,69,70,71,73,74,75,76,77,79,80,81,82,85,86,88,89,91,92,93,98,99,101,102,103,108,110,113,119,121,124,125,127],haven:[54,99],hdf:[1,13,37],head:[100,102,110,115],header:[40,66,68,81,88,101,103,123,124,125],headip:115,heard:99,heavi:111,height:[8,13,15,22,33,67,80,101,102],height_:86,held:35,hello:30,help:[2,4,8,22,33,52,54,58,65,71,80,81,90,99,100,107,111],helper:[22,45,65,82,90,101],henc:[45,74,79,82,83,85],here:[2,4,6,7,8,9,13,22,23,30,34,35,41,47,48,50,52,54,57,58,65,69,70,80,83,87,92,93,95,98,100,102,103,105,110,111,112,113,114,118,121,124,125,127],heterogen:[45,47,76],heurist:[8,47,71,119],hidden:[8,9,22,72,79,98,113],hidden_dim:22,hidden_out:33,hidden_s:9,hidden_t_prev:22,hidden_v:22,hidden_valu:22,hierarch:[8,77,79,81,98],hierarchi:81,high:[6,20,53,73,88,101,110,127],higher:[1,55,70,90,100],highest:[13,33],highli:[1,2,14,90,98,121],him:30,hint:[61,107],histor:[55,103],histori:10,hl_get_sync_flag:101,hold:[30,32,35,39,41,53,56,58,60,62,85,87,88,89,104,112,113],holder_:[88,104],home:[37,52,93,107,113,114,115],honor:39,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15],host:[34,43,76,113,114,123,124,125],host_c:[123,124,125],hostfil:115,hostnam:113,hostpath:114,hostport:113,hot:22,hour:99,hourli:100,hous:[2,14,96],how:[1,2,6,8,22,30,33,35,39,44,45,50,52,54,55,58,61,65,70,71,75,76,83,87,89,98,99,103,107,110,112,113,114,119,122,125],howev:[2,8,9,22,31,32,42,45,50,54,62,69,74,75,79,80,82,83,86,87,88,89,98,113,118,119],howto:110,hpp:[53,67],html:[14,20],htod:108,http:[2,8,9,14,20,22,34,43,56,84,92,93,99,100,105,107,109,113,114,123,125,127],hub:84,huber:8,huge:74,human:[8,20,76],hundr:103,hwc:15,hyper:[8,56,101],hyperparamet:[8,83],hyperplan:13,i1117:108,i386:124,iOS:[125,126],iamfullaccess:113,iamusersshkei:113,icc:54,ics:14,id_input:7,id_rsa:115,idea:[34,54,74,80,83,107,112],ideal:[45,89],ident:[8,22,82,102,113],identifi:[8,59,69,101],identityoffsetproject:8,identityproject:8,ids:[7,8,22,71,101],idx:[39,56,62,101],ies:52,if_else_op:32,ifdef:[69,76],ifels:[33,77],ifelseop:77,ignor:[2,8,22,119],illustr:[2,7,22,35,40,45,55,70,98,101,108],im_siz:56,imag:[2,11,12,13,14,22,23,30,45,54,56,57,71,72,77,80,92,99,100,113,116,117,121,127],image_a:80,image_b:80,image_fil:80,image_h:22,image_lay:80,image_nam:30,image_path:80,image_reader_cr:80,image_w:22,imagenet:[8,20,37],imagepullpolici:113,imageri:8,images_reader_cr:80,imagin:57,img2label:15,img:[2,8,9],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:108,imgsizei:108,imgsizex:108,imikolov:110,immedi:[62,65,74,83,92,113],immutable_paramet:30,impel:88,imper:44,imperfect:81,implement:[2,8,9,13,20,22,23,24,27,33,39,40,41,42,43,44,45,47,54,55,58,59,60,62,65,67,68,69,71,75,78,85,87,88,89,90,98],implemet:38,impli:[2,34],implicitli:44,imposs:[71,127],impractic:89,improv:[8,46,47,62,81,107,108,113],in_fals:22,in_plac:22,in_tru:22,inarg:38,inbound:113,includ:[1,2,7,8,9,14,15,22,24,30,33,34,40,43,53,54,56,58,62,67,68,70,71,76,77,79,81,87,92,95,98,99,101,102,107,108,110,113,114,119,123,124,125],inclus:71,incom:[44,61],incorpor:8,incorrect:8,increas:[35,39,53,110,119],increment:[49,57,62,119],incupd:101,inde:13,independ:[8,22,31,32,40,46,85,88,127],index:[2,7,8,11,13,14,22,29,31,32,33,35,39,44,77,79,90,103,113],indexslot:8,indiact:22,indic:[2,7,8,22,32,33,40,50,56,70,77,82,86,88,90,111,113,123],indice_map:90,indices_map:90,individu:[35,73,113],industri:[35,66,127],ineffici:[75,89],infer:[0,15,22,30,32,33,35,49,54,59,60,61,62,63,67,69,78,79,81,86,89,96,124,125],infer_shap:79,infer_var_type_:60,inferenc:124,inferfac:60,inferior:42,infernec:125,infershap:[33,79,81,102,104],infershapecontext:[102,104],infervartypefn:60,info:[7,8,14,53,70,101,111,127],infom:8,inform:[4,8,14,22,29,33,43,52,58,61,62,65,66,69,70,73,79,83,85,86,100,101,102,104,107,108,113,119,123],infrastructur:[54,113],ingor:119,ingrad_:64,inherit:[33,72,81,88,102],ininst:30,init:[6,20,29,33,46,56,64,70,71,96,101,110,113,121],init_attr:79,init_from_tar:29,init_model_path:[118,119,121],initi:[2,4,6,8,9,14,16,22,29,32,34,39,44,45,46,47,49,57,70,73,74,79,83,87,90,96,98,101,102,109,119],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:79,initpaddl:4,initrd:127,inlcud:9,inlin:[88,103,104,113],inner:[8,101],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:104,input1:[8,9,104],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,23,29,31,32,33,38,42,44,45,46,47,48,49,53,54,55,56,57,58,60,61,62,64,65,69,70,71,74,75,78,79,80,81,82,85,87,88,89,90,96,98,100,101,102,103,104,109,112,115,121],input_conf:8,input_data:101,input_data_target:101,input_dim_idx:22,input_dtyp:22,input_featur:5,input_hassub_sequence_data:101,input_id:8,input_imag:9,input_index:101,input_label:101,input_lay:101,input_loc:8,input_nam:30,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:90,input_seq:[8,22],input_sequence_data:101,input_sequence_label:101,input_sparse_float_value_data:101,input_sparse_non_value_data:101,input_t:101,input_to_check:31,input_valu:31,input_var:[31,79],inputbuff:38,inputdef:101,inputgradi:82,inputlayers_:101,inputs_to_check:31,inputsizechang:65,inputtyp:[2,13],insert:[32,48,73,78,81,82,100],insid:[7,9,32,35,45,47,48,49,61,65,75,76,80,81,82,93,113],inspir:76,instal:[8,22,43,64,84,92,93,99,100,105,107,110,114],install_android:123,instanc:[8,22,31,33,35,37,41,44,45,46,48,50,59,65,70,71,74,79,81,82,98,101,104,108,112,119],instance_ip:113,instanti:[35,50,109],instead:[8,9,11,32,34,38,43,44,45,53,54,57,58,99,100],instrins:53,instruct:[33,57,93,99,108,123],int16:91,int32:[69,77,90,91,119],int64:[22,45,51,69,86,89,91],int64_t:76,int8:69,integ:[2,7,8,13,22,39,43,44,53,67,71,101],integer_valu:[2,13],integer_value_sequ:[2,13,71,98],integr:[7,92,127],intel:[54,69,88,103],intellig:[20,62],inteloptimizedpaddl:64,intend:92,inter:[8,45],interact:[8,45,93,113],intercept:8,interchang:[57,81],interconnect:73,interest:[44,53,73,108],interestingli:54,interfac:[0,4,6,8,9,20,24,26,27,29,33,39,43,52,58,73,75,81,82,88,92,102,104,113,124,127],intergr:8,intermedi:[22,45,52,56,62,72,99,123,125],intern:[8,9,20,24,29,53,107,110,111,113],internel:64,internet:[34,35,127],interpret:[2,7,22,50,54,91,92,108],inth:104,intrins:[44,50,53,125],introduc:[2,8,15,33,35,56,63,66,83,85,87,102,107,110,114],introduct:3,introductori:99,intuit:[42,81],inval_:64,invalid:[80,85],invent:54,invoc:[34,54,55,81],invok:[2,8,18,29,32,45,48,75,79,81,82,87,89,99,100,108,113],involv:[71,102],iob:7,ioe:7,ios:124,ios_arch:124,ios_deployment_target:124,ios_development_root:124,ios_enable_bitcod:124,ios_platform:124,ios_sdk_root:124,ios_use_veclib_for_bla:124,ipad:124,iphon:124,ips:113,ipt:[8,79,87,98],ipx:127,ipython:30,is_color:15,is_cpu_plac:65,is_loc:29,is_mkldnn_librari:65,is_revers:22,is_seq:[8,98],is_spars:22,is_stat:6,is_target:78,is_tensor:87,is_test:[22,65],is_traget:78,is_train:[2,15],isinst:48,ismkldnnkernel:65,isn:108,isspars:101,issu:[34,56,93,95,99,100,108],istag:84,item:[8,13,22,29,42,53,80,96,127],iter:[8,9,10,13,29,30,35,45,54,62,65,74,76,80,90],iter_multiple_input_and_param:79,its:[2,8,9,20,22,27,29,30,31,32,33,35,39,44,48,49,54,56,57,58,60,62,66,70,71,73,74,75,78,79,81,82,85,86,87,88,89,95,101,102,103,104,108,110,113,119],itself:[32,35,42,65,74,85],ivs:87,java:[33,67,77,81],jeremi:108,jian:20,jku:22,job:[4,14,32,42,44,45,48,81,93,110,112,118,119,121],job_desc:45,job_dispatch_packag:111,job_id:14,job_nam:[43,113],job_namespac:113,job_path:113,job_workspac:111,jobdesc:45,jobnam:45,jobpath:113,jobport0:113,jobport1:113,jobport2:113,jobport3:113,jobserv:43,join:35,jointli:9,journei:93,jpg:15,json:[58,113,114],jth:9,judg:8,juditski:74,jupyt:[43,93],just:[2,5,7,8,9,14,22,34,39,40,44,45,54,56,60,65,74,75,79,80,81,82,83,85,86,92,95,99,100,111,113,121,123],jx4xr:113,jypyt:30,k8s:[44,127],k8s_data:113,k8s_job:30,k8s_token:30,k8s_train:113,k8s_user:30,kafka:37,kaim:20,kcpu:76,kcuda:76,kcudnn:103,kdisabl:76,kebilinearinterpbw:108,kebilinearinterpfw:108,keep:[2,8,13,15,20,35,54,57,71,74,79,85,87,92,100,127],keep_dim:22,keep_top_k:8,kei:[2,14,15,23,26,29,31,32,33,35,37,39,51,53,61,65,81,82,87,90,99,100,102,108],kept:[8,62,79],kera:83,kernel0:103,kernel1:103,kernel:[8,22,31,53,54,61,64,74,76,83,86,88,89,102,104,108],kernel_hint:61,kernel_type_for_var:89,kerneltyp:[61,65],key1:119,key2:119,key_pair_nam:113,keyid:113,keymetadata:113,keypair:113,keyserv:113,keystat:113,keyusag:113,keyword:[2,79],kforcecpu:61,kill:[35,113],kind:[1,2,30,31,35,41,45,48,57,61,65,72,73,76,88,89,91,93,103,113,114],kind_:76,kmark:76,kmkldnn:103,kms:113,knchw8c:69,knchw:69,knhwc:69,know:[2,30,39,44,62,66,100,101,107,108,110,113,123],known:[22,32,33,54,55,70],kplain:103,kpoprang:76,kpushrang:76,kriz:14,krizhevski:22,kselectedrow:86,ksimonyan:9,kstate:76,kube_cluster_tl:30,kube_ctrl_start_job:30,kube_get_workers_addr:44,kube_list_containers_in_job_and_return_current_containers_rank:30,kubeconfig:113,kubectl:[111,114,115],kuberent:[35,113],kubernet:[30,35,44,45,81,110,116,117,127],kubernetes_service_host:30,kusecudnn:61,kusemkldnn:61,kvp:26,kwarg:[2,9,10,13,18,22,24,49,58,79,87],kwd:26,l1_rate:6,l1_regularization_op:83,l2_rate:6,l2_regularization_op:83,l2_sim:8,l93:38,label:[2,4,7,8,13,14,15,22,29,45,49,54,56,57,58,72,77,80,89,109,112,114],label_dim:8,label_fil:80,label_lay:80,label_path:80,lag:119,lake:2,lambda:[22,44,48],lambdacost:8,lambdarank:8,lan:110,languag:[2,8,14,23,44,57,62,76,81,85,121],larg:[11,14,45,47,48,62,66,74,100],larger:[2,6,7,8,62],larger_than:[33,59,77],largest:22,last:[7,8,9,22,32,48,54,62,70,76,77,98,119],last_seq:71,last_time_step_output:8,lastseen:114,latenc:[8,53,111,113],latent:8,later:[34,54,81,83,88,92,95,102,104,113],latest:[8,33,34,35,42,84,92,93,95,105,114,123,124],latter:[74,90,107],launch:[65,113,119],launcher:30,law:2,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,28,29,32,33,38,44,45,47,54,56,57,59,72,74,77,80,81,83,87,88,90,96,98,106,109,112,118,119],layer_0:101,layer_attr:[8,98,121],layer_help:61,layer_num:121,layer_typ:[8,63,64],layerbas:101,layerconfig:101,layergradutil:101,layerhelp:[22,61,79],layermap:101,layeroutout:8,layeroutput:9,layout:[15,65,89],layout_:[61,69],layouttyp:61,lazi:[74,83],lbl:7,lead:[62,69,108],leaki:56,leakyrelu:22,learing_r:72,learn:[6,7,8,9,10,14,30,32,40,42,45,47,50,56,57,62,64,71,73,74,76,80,81,83,88,93,98,99,101,102,105,108,112,124],learnabl:[22,29],learning_r:[6,24,40,45,109,112],leas:35,least:[7,35,95,123],leav:[2,33,113],lectur:62,lecun:14,left:[8,33,104,124],left_right_flip:15,legaci:93,legal:87,len:[2,8,22,40,44,51,54,79,96,101],length:[8,9,13,14,15,22,23,40,53,63,66,70,71,81,90,98,114,119],leran:62,less:[8,22,30,48,112,127],less_than:[30,62],lesser:22,let02:114,let:[4,7,8,30,33,42,44,55,57,61,65,69,70,71,72,82,88,89,102,107,112,113],level:[6,8,20,22,53,55,58,66,70,71,76,88,90,91,100,111,119,123],lgtest:34,lgtest_main:34,lib64:[93,119],lib:[68,92,93,107,110,123,124,125],libapi:34,libari:68,libc:95,libcuda:93,libgcc_:95,libgoogl:107,libiomp5:64,libmkldnn:64,libmklml_intel:64,libnvidia:93,libpaddl:[67,68,81,107],libpaddle_capi:68,libpaddle_gserv:68,libpaddle_math:68,libpython2:92,librari:[8,22,34,41,45,64,65,68,73,89,92,95,102,103,110,112,119,124,125],library_:69,library_typ:103,library_type_:89,librarydevicecontext:69,librarytyp:[89,103],libstdc:95,licens:[2,64,73],life:35,lifecycl:[76,127],lifetim:[85,95],lightweight:55,like:[2,7,8,13,14,22,32,33,34,35,38,43,44,50,54,55,56,57,58,60,65,69,73,74,79,80,81,82,83,85,86,89,90,92,95,98,99,100,107,108,109,110,113,118,121,123,124,125,127],limit:[2,8,13,22,54,62,66,71,81,83,108,119],linaro:125,line:[1,2,4,7,13,22,26,34,38,43,52,57,74,77,79,81,83,99,100,106,107,108,111,112,113,121],line_break:13,linear:[8,22,23,71,96],lineno:107,link1:53,link2:53,link:[8,9,34,51,52,85,95,102,113,127],linux:[13,51,93,95,99,100,110,113,125],linux_x86_64:[84,95],lipo:124,list:[1,2,7,8,9,13,15,18,22,24,26,29,30,32,33,34,39,43,44,50,52,54,56,69,72,75,76,79,82,85,90,96,98,99,101,102,107,110,112,113,119,121,125],listdir:110,listen:[35,44,45,110,112,119],listen_and_do:44,listenanddo:44,littl:[1,2,40,54,61,66,119],live:[102,109],live_in:62,live_out:62,load:[1,2,4,15,30,35,45,56,73,79,92,102,113,119],load_and_transform:15,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[118,119,121],load_mnist:56,load_persist:112,loadparamet:4,loadsave_parameters_in_pserv:[38,118,119],loc:[7,20],local:[6,22,29,31,33,35,41,42,57,62,70,77,79,81,92,93,99,100,107,111,114,118,119],local_scop:31,localhost:[93,105],localpath:52,locat:[8,22,29,34,54,69,76,88,90,98,101,110,125],lock:[34,35,39,40],lod:[22,66,70,86,90,91],lod_desc:[86,91],lod_expand:71,lod_level:[22,79,86,91],lod_rank_table_obj:22,lod_tensor:[22,70,86,91],lod_tensor_aarri:22,lod_tensor_arrai:22,lodrankt:22,lodtensor:[22,23,60,66,81,91],lodtensorarrai:22,lodtensordesc:[66,86],log:[2,39,45,52,56,95,101,110,111,113,114,115,119,125],log_barrier_abstract:119,log_barrier_lowest_nod:[118,119],log_barrier_show_log:[118,119],log_clip:[118,119],log_error_clip:[118,119],log_period:[114,119,121],log_period_serv:[118,119],logarithm:[5,22],logger:2,logic:[2,42,45,47,48,56,60,72,73,75,85,90,102],login:[95,115],logist:22,logit:[56,89],longer:[35,45,62],look:[2,7,22,33,43,44,54,57,74,79,82,83,109,110,113,114,118],lookahead:8,lookup:[22,60,71,109],lookup_t:62,loop:[31,33,54,62,76,80,85],loop_var:90,loss:[8,22,24,32,45,56,58,72,74,83,101],lot:[45,69,71,74,79,83,88,110,118,127],low:[8,20,72,73,88,90],low_rnn:70,lower:[8,22,53,70,71,100,111],lower_level_rnn:70,lowest:119,lpaddle_capi_shar:68,lpaddle_capi_whol:68,lrelu:56,lstm:[8,22,98,114],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_step:9,lstm_unit_op:22,lstmemori:[9,98],lstmemory_group:8,lstmlayer:63,ltr:8,luckili:62,mac:[68,99,100,123],machin:[9,14,29,45,47,54,56,62,64,73,74,83,92,95,99,101,113,114,115,118,119,121,125,127],machine_transl:98,maco:[95,96,99,124],macro:[55,69,82,102],made:[2,35,40,54,98],mai:[2,8,9,22,31,33,45,49,53,61,62,65,73,76,80,81,85,89,92,93,104,105,108,110,113,125],main:[2,4,22,44,48,54,58,73,77,81,95,107,110,113],main_program:[18,22,32,49],mainli:[41,62,69,88,92,102,119],mainlin:95,maintain:[8,33,39,74,79,81,113],majel:34,major:[45,53,89,123],make:[2,7,8,22,30,32,33,34,35,39,40,42,45,46,53,54,57,70,71,74,75,79,80,81,83,88,90,92,99,100,101,102,103,107,108,110,112,113,123,124,125,127],make_ddim:104,make_function_oper:55,make_vari:87,maker:[81,82],malloc:[88,101],man:51,manag:[24,29,35,40,41,44,45,52,76,85,88,95,105],mandarin:8,mandatori:124,mani:[9,15,32,34,39,44,54,56,61,62,71,75,76,79,81,82,85,86,87,89,90,99,119],manili:58,manipul:[54,79,82,111,124],manner:[8,74,83],mantain:62,manual:[45,72,74,82,111,123,124,127],manufactur:54,manylinux1:95,manylinux1_x86_64:[84,95],manylinux:84,map:[2,7,8,13,23,29,30,33,39,48,65,69,79,82,85,87,88,90,99,119,127],map_fn:90,map_read:13,mapper:13,mapreduc:[30,110],margin:22,mark:[2,32,47,56,57,70,71,76,85,98,107,127],marker:76,market:53,mask:[6,8,22],master:[30,42,81,84,119,125],mastermind:34,mat:[67,68],mat_cache_row:38,mat_norm:38,mat_normal_shar:38,mat_param_attr:9,mat_sparse_row:38,mat_sparse_row_auto_grow:38,mat_sparse_row_id:38,mat_sparse_row_prefetch:38,mat_sparse_row_prefetch_full_s:38,mat_value_shar:38,match:[22,34,53,95,108],matchbox:127,math:[9,64,67,81,100,101,102,108],mathemat:83,matirx:8,matmul:[33,58,70,90,102],matric:[4,22,98,101],matrix:[7,8,9,13,22,23,29,38,67,68,101,102,118,121,124],matrixptr:101,matrixtyp:68,matter:2,mattyp:38,matur:110,max:[2,6,8,13,14,22,23,31,46,48,62,79,108,119,121],max_diff:31,max_id:[8,29],max_job_id:14,max_length:[8,71,98],max_movie_id:14,max_relative_error:[31,102],max_seq_len:22,max_sort_s:8,max_user_id:14,max_x:22,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:[8,48],maximum:[7,8,14,22,33,40,98,102,108,119],maxinum:11,maxoutfunctor:88,maxpool:8,mayb:[33,65,102],mchw:22,md5:[14,36],mean:[2,6,7,8,9,10,11,13,15,20,29,32,34,45,46,48,58,71,78,80,85,89,93,98,99,102,107,108,109,112,113,119,121,127],mean_var_nam:8,meant:90,measur:[49,108],mechan:[8,9,23,32,41,49,65,79,82,98,103,113],mem:[8,33,43,71],mem_per_pserv:45,mem_per_train:45,member:[8,14,30,48,57,58,69,75,79,85,102],memcpi:[75,108],memor:8,memori:[1,2,9,32,33,38,39,43,53,64,65,66,69,71,74,76,81,89,98,99,100,101,104,108,109,114,119,121],memory_boot:9,memory_nam:8,memory_optim:62,memory_test:99,memory_threshold_on_load_data:119,memoryalloc:88,memorydesc:65,mention:[22,32,34,39,45,47,54,70,73,74,76,99],mere:9,merg:[8,18,22,40,42,46,49,64,70,73,75,100,105,119,124],messag:[33,44,50,54,57,66,76,77,78,79,81,82,86,91,100,114,119],metaclass:102,metadata:[51,113,114],metal:[112,127],metaphor:57,metaplotlib:30,method:[2,8,10,20,24,29,31,33,42,44,45,46,48,53,56,57,58,61,72,73,79,80,81,85,86,89,90,92,93,95,101,102,104,105,107,108,119,121],methodolog:74,metric:[18,49,76],microarchitectur:53,might:[8,33,34,44,54,62,77,99,100,101,107,113,123],mileag:108,million:[14,121],min:[6,8,22,46,48,79,108,113,121],min_block:33,min_count:47,min_desc:33,min_pool_s:2,min_word_freq:14,mind:107,mini:[2,8,13,18,22,29,33,35,49,50,54,59,70],mini_batch:80,minibatch:[8,22,33,49,57,59,77],minim:[2,24,33,45,47,48,54,56,72,81,109,112,119,123,124,125],minimum:[8,22,124],minimun:119,minsizerel:[123,124,125],minst:2,minu:82,minus_grad:82,minusgradop:82,minusop:82,minusopgradmak:82,minusopprotoandcheckermak:82,minut:[35,42,93,99,113],mirror:[34,93],mislead:40,mismatch:22,miss:[56,119],mistak:54,misus:103,mit:113,mix:[9,76,90,98],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:107,mkdir:[52,92,105,113,115],mkl:[54,65,81,88,89,92,93,103],mkl_packed_:63,mkldnn:[8,64,69,89],mkldnn_:64,mkldnn_batch_norm:8,mkldnnactiv:64,mkldnnbase:64,mkldnnlayer:64,mkldnnmatrix:64,mkldnnstream:64,mkldnntester:64,mklml:64,mklpack:63,mklpackedgatedrecurrentlay:63,mklpackedgemm:63,mklpackedlstmlay:63,mklpackedrecurrentlay:63,mlp:58,mlr:20,mnist:[2,4,37,45,56,57,77,80,81,107],mnist_provid:2,mnist_random_image_batch_read:80,mnist_train:[2,80],mnist_train_batch_read:80,mobil:[53,54,62,81,105,122],mod:110,mode:[8,26,29,53,63,73,100,119],model:[0,1,4,8,9,14,23,29,32,33,35,36,44,45,47,48,49,57,62,63,72,73,74,81,83,89,90,96,100,101,105,106,110,112,113,119],model_config:4,model_list:[119,121],model_path:121,modelparallel:45,modern:62,modif:94,modifi:[4,8,45,53,58,83,98,101,102,110,111,113],modul:[1,2,4,9,14,29,45,55,56,71,90,102,107],modular:71,modulo:8,moment:[24,107],momentum:[6,22,24,85,103],momentumop:107,mon:114,monitor:76,mono:8,month:34,more:[1,2,4,7,8,9,13,22,30,31,32,34,35,39,42,43,45,47,52,53,54,55,57,61,62,65,69,70,71,72,76,79,80,81,83,88,90,92,93,96,98,99,101,102,103,104,105,107,108,109,110,112,114,121,125,127],most:[2,4,8,13,22,29,30,32,34,42,45,57,58,69,71,74,76,80,83,88,95,98,101,107,108,109,118,127],mostli:[53,127],motiv:81,mount:[43,93,110,113,114],mountpath:[113,114],move:[8,35,39,52,54,74,93,108,113,127],movement:108,movi:[2,14],movidiu:54,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[73,115],mpirun:115,mse:[54,57,72,77],msra:20,much:[8,22,35,54,65,72,80,83,90,108],mul:[55,62,79,101,102],mul_grad:102,mul_op:[22,102],mul_ratio:8,mul_result:79,mulgradkernel:102,mulkernel:102,mulop:[55,102],mulopgrad:102,mulopmak:102,mult:44,multi:[8,49,73,75,89,101,107,111,112,118,119,127],multi_binary_label_cross_entropi:8,multidimension:22,multigradientmachin:75,multinomi:8,multip:[22,23],multipl:[7,8,9,13,18,22,23,29,30,31,39,40,42,44,45,47,49,54,55,61,73,76,81,89,91,98,101,102,107,110,113,119,121],multiple_input:79,multiple_param_attr:79,multipli:[7,8,22,44,101],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,22,32,40,48,62,65,66,69,76,78,79,80,81,87,91,98,101,102,104,110,112,113,119,121,123,125],mutabl:[88,104],mutable_data:[65,88,102,104],mutuable_data:[88,104],mxnet:[33,44,54],my_cluster_nam:113,my_external_dns_nam:113,my_lib:110,myerrorclip:48,myfil:13,mypaddl:114,naiv:44,name:[2,6,7,8,9,11,15,18,22,26,29,30,31,32,33,35,37,38,40,43,44,45,49,53,55,58,61,64,65,66,68,69,71,76,77,79,81,84,86,87,90,91,93,95,96,98,99,101,102,103,108,109,110,112,114,116,117,119,121,124,127],name_:76,name_prefix:37,namespac:[33,59,67,79,101,102,114],nativ:[8,53,100],natur:[22,39,42,47,71,90,121],navig:105,ncall:107,nccl1:73,nccl2:73,ncclinit:73,nchw8:89,nchw8c:89,nchw:[8,22,64,69],ndarrai:[15,29,37],ndcg:8,ndcg_num:8,ndk:123,nearest:53,nearli:31,necess:90,necessari:[2,8,32,33,40,42,48,49,62,66,71,75,79,87,90,101,115],necessarili:[44,101],neck:73,need:[2,7,8,9,13,20,22,23,24,27,30,31,32,34,38,39,40,42,43,45,47,48,49,52,54,55,56,61,62,65,69,71,72,73,74,75,76,78,79,81,82,83,85,86,87,88,90,92,93,94,95,96,98,101,102,103,104,105,110,112,113,114,118,119,121,123,124,125,127],neg:[2,7,8,22],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:73,neither:8,neon:[53,123,125],ner:7,nervana:54,nest:[2,8,13,32,33,76,77,91],net:[8,9,16,22,33,56,70,85],netop:[33,81],network:[1,2,4,6,7,8,13,20,23,27,28,29,30,31,32,33,35,38,45,47,49,56,58,62,63,64,70,72,74,76,79,80,83,85,87,88,89,91,96,101,102,104,108,110,112,119,127],network_config:121,networkadministr:113,neural:[2,4,8,9,13,20,29,30,32,33,35,45,58,62,63,64,70,74,83,85,88,89,91,96,104,108,110,112,119],neuralnetwork:75,neuron:[4,101],never:[13,62,80,85,113,114],new_block_idx:79,new_dim:22,new_op_and_kernel:103,new_op_desc:48,new_scop:89,new_stat:70,newblock:79,newbuff:65,newer:123,newest:40,newli:[53,124,127],newop:33,newopdesc:79,newprogram:79,newscop:89,newvardesc:79,next:[8,14,32,35,41,48,71,73,90,98,101,102,107,108,113,114,119],nextlay:64,nfs4:113,nfs:113,nfsver:113,ngram:14,nic:[118,119],nil:39,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:101,no_cach:2,no_grad_dict:32,no_grad_set:[24,31,32,102],no_gradi:32,no_sequ:[2,8],node1ip:115,node2ip:115,node3ip:115,node:[8,34,42,44,45,47,58,62,71,73,81,99,101,110,111,112,113,114,115,119,127],node_0:113,node_1:113,node_2:113,node_id:110,nodeattr:58,nodeentri:58,nodefil:111,nodesep:58,nohup:110,nois:[8,35,56,110],noisi:[8,56],non:[8,22,35,53,54,86,101,102,113,119],none:[1,2,4,6,7,8,9,10,11,15,18,20,22,23,24,29,30,31,32,33,48,49,56,58,59,70,71,72,77,79,87,90,98,109,112],noneedtran:65,nonlinear:[20,101],nontranspos:22,nor:[44,99],norm:[9,22,56,69],norm_by_tim:8,normal:[2,4,8,9,14,20,22,74,98,101,110,114,119],notat:[8,62],note:[2,4,6,8,9,11,15,18,22,23,29,30,32,33,38,39,43,62,66,69,73,80,81,88,89,92,93,102,104,105,108,110,112,113,119,121,124],notebook:[43,93],notest_dist_fit_a_lin:112,noteworthi:54,noth:[5,29,61,79,85,99,119],notic:[8,48,54,73,82,98,100,101],notif:100,notimplementederror:48,notin:89,notingradi:102,notion:90,notori:31,now:[2,13,32,34,35,47,56,66,69,74,81,82,83,85,112,113,119,124],np_arrai:13,nproc:99,nullptr:[65,76,82,85,101],num:[8,9,110,119],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,58],num_col_dim:22,num_filt:[8,9,22,23],num_flatten_dim:22,num_gradient_serv:[110,118,119],num_hidden:58,num_input:100,num_neg_sampl:8,num_or_sect:22,num_parameter_serv:30,num_pass:[29,114,118,119,121],num_per_batch:15,num_pserv:45,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:86,num_shard:37,num_step:90,num_train:45,number:[2,7,8,9,13,14,15,22,33,35,37,47,49,62,74,76,80,81,87,90,99,101,107,110,112,113,119],numchunktyp:7,numdevices_:121,numer:[8,102],numeric_grad:31,numerical_grad:31,numlogicaldevices_:121,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,22,29,37,53,56,79,80,92,102],numreal:38,numsampl:108,numtagtyp:7,numtimeout:39,nv_:34,nv_gpu:99,nv_librari:34,nv_test:34,nvcc:[34,53,54],nvidia:[53,54,69,73,88,93,99,108,119],nvlink:73,nvprof:76,obei:7,obj:2,object:[2,4,6,8,9,13,22,29,30,38,45,48,49,56,58,62,67,72,76,79,81,83,85,104,108],observ:[8,101,108],obtain:[2,8,22,42,74],obvious:[34,69,107],occup:62,occupi:[53,76],occur:[14,29,62],occurr:33,oct:114,odd:8,odoti:22,off:[68,92,93,99,110,123,124,125,127],offer:[4,33,81,87],offici:[8,34,100,105,113,123],offlin:[35,37,127],offset:[8,22,38],often:[8,38,58,62,69,100,107,110],ograd:101,old:[31,40,42,71,81,119],older:[22,54,123],omega:83,omit:22,omp_num_thread:107,ompi_comm_world_rank:110,on_init:2,onc:[2,8,35,39,44,45,47,49,54,57,74,100,101,105,113],one:[2,5,7,8,9,11,13,20,22,24,27,29,30,31,32,33,35,38,39,40,42,43,44,45,48,49,50,53,54,55,56,58,60,61,65,66,69,70,71,72,73,74,75,77,78,79,80,81,82,85,86,88,89,90,93,99,100,101,102,103,109,111,112,113,114,115,119,121,127],onehotcrossentropyopkernel:102,ones:[55,56,81,100],onli:[1,2,4,7,8,9,11,15,22,27,29,30,31,32,34,38,39,40,41,42,43,44,45,47,48,49,50,52,53,54,56,57,62,65,70,71,72,73,75,76,79,81,86,87,88,89,90,92,94,95,98,99,101,102,103,104,105,108,112,113,114,118,119,121,124,127],onlin:[8,10,35,37,62,80],only_cpu:31,onnx:54,onto:[22,45,47,113,115],op1:[62,89],op1_2_op2:89,op1_to_op2:89,op2:[62,89],op3:62,op_:102,op_check:102,op_class:[81,87],op_desc:[48,60,78],op_info:109,op_kei:65,op_maker_class:[81,87],op_proto:87,op_registri:109,op_siz:48,op_test:102,op_typ:[81,102,103],op_unique_kei:65,opattrcheck:102,opcreat:87,opdesc:[33,48,57,77,78,79,81,82,87,91],opdescbind:[60,82],opdescbuild:33,open:[2,8,15,30,37,54,56,64,80,100,107,110,113],openbla:[92,93,123],opencv:15,openmp:107,openmpi:110,opensourc:73,oper:[8,9,13,15,20,22,24,27,31,33,44,45,46,47,49,50,53,54,56,57,58,60,61,70,71,72,73,76,78,83,85,88,89,91,98,100,101,103,104,108,109,113,119,123],operand:[22,53],operator_grad:31,operator_list:76,operatorbas:[33,55,81,82,87,102],operatorwithkernel:[89,102],opinfo:[60,81,82],opinfomak:60,opinfomap:82,opkernel:104,opkernelbas:103,opkernelkei:81,opkerneltyp:[69,89,103],opmak:87,opposit:22,opproto:102,opprotoandcheckermak:[82,102],opprotomak:[87,102],opregist:87,opregistri:87,ops:[24,31,32,33,34,44,57,58,74,77,78,79,81,88,102,127],ops_:33,ops_test:34,opt:[30,72,78,87,92],opt_op_list:72,optest:102,optestmeta:102,optim:[2,6,16,28,29,31,32,45,46,47,56,73,74,75,77,81,83,86,101,107,108,109,110,112,123,125],optimis:72,optimize_op:112,optimize_op_attr:79,optimizer_op:112,option:[2,7,8,18,22,26,30,34,45,56,61,66,77,78,79,81,86,87,91,99,101,107,110,111,121,123,124,127],optmization_op_list:72,opts_np:78,optyp:[60,87],opwithkernel:86,order:[2,8,9,13,15,22,29,32,57,66,76,80,83,90,92,101,107,110,113,114,119,127],ordereddict:29,orderli:22,oregon:113,org:[2,7,8,9,14,20,22,37,51,56,93],organ:[7,8],orient:87,origin:[1,2,8,9,13,14,22,31,53,56,85,90,100,104],other:[2,7,8,9,13,22,24,33,35,40,44,52,53,54,60,62,65,69,70,74,78,83,85,87,88,89,92,98,99,100,107,109,110,112,113,114,121,123,124,125,127],otherchunktyp:7,otherwis:[1,8,13,14,15,22,29,30,32,35,40,42,56,60,65,80,98,100,111,121],our:[22,30,32,34,45,47,56,60,62,69,73,74,85,90,92,95,98,99,100,101,107,112,113,114,123],out:[8,22,23,29,30,33,34,39,42,45,48,54,58,62,65,70,71,79,89,96,98,102,104,107,108,113,114,115,119],out_dir:113,out_fals:22,out_left:8,out_mem:98,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:22,outer:8,outgrad_:64,outlier:8,outlin:120,outout_lay:29,outout_layer1:29,outout_layer2:29,output:[4,5,6,7,9,11,13,22,23,26,29,30,31,32,33,37,42,44,47,48,52,54,55,56,57,58,59,60,62,65,66,70,71,74,77,78,79,80,81,82,85,86,87,88,89,90,92,98,99,100,101,102,103,104,107,108,110,114,119,121,123],output_:[8,64,101],output_all_step:70,output_arg_nam:48,output_dim_idx:22,output_dtyp:22,output_fil:26,output_id:8,output_lay:[29,96],output_max_index:11,output_mem:[8,98],output_mod:26,output_nam:31,output_num:70,output_path:37,output_s:22,output_seg:90,outputbuff:38,outputgradi:82,outputh:8,outputw:8,outsid:[2,8,9,45,85],outter_kwarg:2,outupt:90,outv:101,outval_:64,over:[1,8,9,22,29,30,54,62,73,74,90,100,101,108],overal:[56,74,76,100,127],overfit:83,overhead:108,overlap:[7,8,101],overlap_threshold:[7,8],overload:[53,61],overrid:[33,35,52,65,88,101,102,104],overview:[39,40,41,88],overwhelm:100,overwrit:[52,110],own:[8,32,40,42,48,50,58,60,72,73,74,83,87,102,110,111,113,123,124],owner:[99,100],paam:15,pack:[90,123],packag:[2,13,14,39,43,44,55,64,84,92,93,100,102,107,113],pad:[9,22,65],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:22,padding_i:8,padding_w:22,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,24,26,27,29,30,33,34,35,37,43,45,52,55,56,59,63,64,65,66,67,68,70,71,75,77,81,83,84,87,88,90,92,93,95,96,98,99,100,101,102,103,105,107,108,109,110,111,112,113,114,115,119,121,123,127],paddle_begin_init_param:40,paddle_dir:102,paddle_element_typ:40,paddle_element_type_float32:40,paddle_element_type_float64:40,paddle_element_type_int32:40,paddle_element_type_int64:40,paddle_element_type_uint32:40,paddle_element_type_uint64:40,paddle_enforc:[33,65],paddle_enforce_eq:[102,104],paddle_error:[67,68],paddle_exampl:43,paddle_finish_init_param:40,paddle_get_param:40,paddle_gradi:40,paddle_init_num_gradient_serv:110,paddle_init_param:40,paddle_init_port:110,paddle_init_ports_num:110,paddle_init_ports_num_for_spars:110,paddle_init_pserv:110,paddle_init_trainer_count:110,paddle_init_trainer_id:110,paddle_init_use_gpu:110,paddle_job:43,paddle_manylinux_devel:92,paddle_matrix:[67,68],paddle_matrix_cr:68,paddle_matrix_get_shap:67,paddle_matrix_shap:67,paddle_new_etcd_pserver_cli:40,paddle_new_pserver_cli:40,paddle_on_cloud:43,paddle_output:114,paddle_paramet:40,paddle_pserver2:111,paddle_pserver_cli:40,paddle_pserver_client_releas:40,paddle_save_model:40,paddle_send_grad:40,paddle_train:[68,84,111],paddle_with_cuda:76,paddle_with_mkldnn:69,paddlepaddl:[1,2,4,8,9,13,14,15,29,34,35,37,40,41,42,43,44,45,51,52,55,56,57,59,61,66,70,71,72,75,76,79,80,81,85,90,91,94,96,98,99,100,101,102,103,107,108,110,111,115,116,117,126,127],paddlepaddle_gpu:95,paddlepaddlebook:93,paddlepadl:2,paddpepaddl:2,page:[100,113],pair:[7,23,24,26,32,33,45,57,72,76,81],pairwis:8,pakcag:34,paper:[8,20,22,56],para:38,paradigm:[44,50,81],paragraph:70,paragraph_data:70,paragraph_out:70,parallel:[44,45,47,73,76,81,89,99,108,110,113,114,119,121],parallel_for:44,parallel_nn:[6,118,119],paralleldo:46,parallelfor:44,param:[6,8,9,13,22,24,31,33,40,75,79,88,104],param_attr:[8,9,22,23,38,79,98],param_config_proto:40,param_initi:22,paramattr:[6,8,16,22,98],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,22,23,24,26,28,31,32,33,34,36,38,42,44,45,46,48,50,52,54,56,57,58,60,66,70,72,73,77,80,85,87,90,92,96,100,101,102,103,104,106,109,111,121,124],parameter_block_s:[118,119],parameter_block_size_for_spars:[118,119],parameter_learning_r:6,parameter_list:[24,32,72],parameter_nam:[29,30],parameter_serv:30,parameter_valu:38,parameterattribut:[6,8,9,38],parameterclient_:38,parametermap:101,parametermutex_:38,parameters_:101,parameters_and_grad:[24,72],parameterserver2:38,parameterset:30,parameterupdat:75,parameterupdater_:38,parametr:8,params_grad:[72,112],paramt:113,paraspars:101,parent:[33,44,77,79,81,101],parent_:[33,85],parent_idx:79,parenthes:81,pars:[4,13,14,34,45,58,99,113,121],parse_config:4,parser:13,part:[2,7,8,22,23,32,33,42,45,54,65,66,77,79,88,98,101,107,108,110,112,127],parti:[99,108,123,124,125],partial:[8,29],partial_sum:8,particip:102,particular:[57,66,81,89,108],particularli:20,partit:[35,37,45,47,81,110,113],pass:[2,8,18,22,27,29,32,33,35,48,49,54,56,62,66,72,74,75,78,79,80,81,83,85,90,100,101,108,110,111,112,113,114,119],pass_gener:8,pass_id:[29,45,112],pass_idx:80,pass_num:112,passtyp:101,password:115,past:[30,93,96,113],patch:51,path:[1,2,7,13,14,15,29,35,39,40,43,62,71,80,92,93,110,113,114,119,121,123,124,125],path_to_paddlepaddle_working_directori:105,pattern:[14,35,67,74,83,113],paus:[35,42],pcie:73,pdf:[9,22],peephol:22,peer:73,pem:[30,37,113],pend:[35,39],peopl:99,pep425tag:95,pep8:100,per:[7,8,14,15,22,35,40,73,74,80,83,102,119],percal:107,perf_test:107,perfom:[119,121],perform:[1,8,9,20,22,31,40,45,49,53,54,56,62,73,75,76,80,81,83,88,89,98,99,101,102,106,110,118,123,124,125],perftool:[76,107],period:[1,35,42,119],permiss:[2,113],permut:22,peroid:[8,15],persist:[22,50,86,91,113],persistentvolum:113,persistentvolumeclaim:113,person:[7,30,61],perspect:[81,108],perturb:[31,101],pex:127,pfs:[37,52],pfsclient:37,pfspath:52,pgp:113,phase:[65,71,73,74,80,82,127],philosophi:[74,83],photo:56,physic:[124,127],pick:[2,22,113,124],pickl:[110,115],pictur:73,piec:[9,44,76,104,112],pil:[15,110],pillow:43,ping:100,pip:[84,92,94,96,100,105,107],pipe:13,pipelin:49,piperead:13,pivot:65,pixel:[2,8,13,14,45],pixels_float:2,pixels_str:2,place:[1,2,22,32,33,35,42,45,47,50,61,65,73,81,89,101,104,108,109,112],place_:[61,69,88,89],place_typ:103,placehold:[56,88,104],placement:47,plain:[1,7,8,13,43,66,68,69],plan:[35,44,65,81,101,123],platform:[33,65,69,76,88,89,95,100,102,103,104,109,113,123,124,125],pleas:[2,4,6,8,9,10,15,22,30,35,39,40,41,44,58,69,70,79,80,81,88,91,92,93,95,98,99,100,101,102,104,105,107,110,112,113,123,124,125],plot:30,plu:[8,31],plug:[73,74],pne:102,pnpairvalidationlay:119,pnpairvalidationpredict_fil:118,pod:[37,43,44,113,114],pod_nam:113,point:[22,33,35,43,53,62,65,73,88,99,100,102,104,107,108,123,127],pointer:[33,40,54,58,62,69,79,81,85,88,104],polar:14,polici:113,pollut:42,polyak:74,ponit:58,pool3:101,pool:[2,9,22,28,46,62],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,22],pool_siz:[2,8,9,22,23],pool_size_i:8,pool_strid:[9,22,23],pool_typ:[8,9,22,23],pooled_height:8,pooled_width:8,pooling_lay:9,pooling_typ:8,poolingtyp:11,pop:[33,50],popul:40,popular:[34,56,58,76],port:[34,44,107,110,112,113,114,118,119],port_num:118,portabl:58,portal:105,ports_num:[110,119],ports_num_for_spars:[38,110,118,119,121],pose:35,posit:[2,7,8,9,22],positive_label:7,possibl:[30,33,39,47,62,79,83,91,108],post:[43,51],postpon:83,potenti:[53,108],power:[53,62,73,104,127],ppo_workspac:105,pprof:107,practic:[98,101],pre:[2,8,9,14,30,40,61,62,92,100,113,114,123,125],pre_activ:79,pre_bia:79,pre_stat:[70,90],preambl:79,precis:[7,49,53,74,92],precision_evalu:7,precompil:50,pred:[58,62],predecessor:62,predetermin:[8,119],predic:14,predict:[2,3,7,8,22,29,45,83,96,98,119],predict_fil:119,predict_lay:29,predict_output_dir:[118,119],predict_sampl:4,prediction1:29,prediction2:29,prefer:[54,61],prefetch:[38,101],prefix:[7,9,35,37,71,113],pregrad:101,prepand:79,prepar:[4,31,43,75,98,116],prepend:[22,79],prepend_oper:79,preprocess:[14,15,90,114],present:[30,32,33,76,90],preserv:52,press:20,prev_batch_st:[118,119],prev_cel:22,prev_cell_data:22,prev_hidden:22,prev_hidden_data:22,prevent:[1,10,30,35,39,42,48,83,107],preview:[81,105],previou:[8,9,22,29,32,35,47,52,70,71,101,107,113,119],previous:[8,114],previous_memori:33,price:[14,81,96],prim:65,primari:[54,57],primarili:[74,83],primer:100,primit:[53,64,65,73,90],primitive_desc:65,primitivedesc:65,principl:[30,34,69],print:[6,29,30,45,54,58,79,95,96,107,115,119],print_graphviz:58,printallstatu:108,printer:7,printstatu:108,priorbox:8,prioriti:81,prite:7,privat:[33,68,76,79,85,86,87,88,90,100,104],privileg:[99,113],pro:73,prob:[7,29,96],probabilist:8,probabl:[7,8,22,29,71,93,98,100],problem:[4,8,30,31,34,42,54,56,57,74,81,83,95,99],proc:93,proce:[13,35,80,93,113],procedur:[33,66,104,124],proceed:20,process:[1,2,4,6,8,9,13,22,30,32,33,37,38,39,42,44,45,49,50,54,58,62,64,66,73,83,87,89,98,100,107,110,111,113,114,119,121],process_num:13,processor:[53,108],produc:[8,9,13,22,35,54,58,80],product:[8,9,22,23,43,54,101,113,114],productgraph:114,prof:107,profil:[16,52,76],profilerst:76,proflier:[76,108],program:[1,13,18,20,22,26,30,32,37,40,42,45,47,50,57,59,62,72,73,76,80,81,85,91,107,108,111,119],programdesc:[44,45,50,54,62,66,78,79,82,91],programm:[45,54,79],progress:[35,39,119],proivid:2,proj:8,project:[8,9,43,68,98,101,102],promis:[8,9,71],prompt:[52,54,112],prone:30,prop_kind:65,propag:[8,10,32,54,74,102,119,121],proper:[61,110],properli:[61,99,112],properti:[2,58,83,119],propos:[33,46,47,54,71,72,73,74,90],proprietari:64,protect:[53,87,101,102],proto:[11,61,66,69,77,81,87,91,102],proto_:87,protobuf:[29,33,43,44,45,50,54,57,58,62,66,77,79,81,82,87],protoc:[123,125],protocol:[7,109,119,127],provi:110,provid:[8,14,22,30,33,40,43,44,49,50,53,54,56,58,60,61,69,73,74,76,79,83,87,88,90,93,96,104,107,108,110,111,112,113,123,124,127],providermemory_threshold_on_load_data:118,provis:[113,127],provod:2,prune:[8,33],ps_desir:35,pserver:[29,38,40,41,43,81,110,112,113,118,119],pserver_addr:40,pserver_cpu:43,pserver_endpoint:112,pserver_id:36,pserver_mem:43,pserver_num_thread:[38,118,119],pserver_prog:112,pserver_spec:29,pserver_startup:112,pserverstart_pserv:118,pseudo:[30,32,43,82,90],pseudocod:90,psize:101,ptr:[68,88],pub:115,publish:123,pull:[34,81,84,100,123],purpos:[8,35,45,47,61,108],push:[33,50,54,76,84,100],push_back:101,put:[34,35,38,47,62,65,79,88,101,112,114,123],pvc:113,pwd:[92,93,99,105,123],pxe:127,py_paddl:4,pybind:[33,53],pydataprovid:[1,2],pydataprovider2:[3,4],pypi:95,pyramid:8,pyramid_height:8,python2:107,python3:95,python:[1,2,3,22,29,30,33,41,49,50,54,55,56,57,58,61,67,71,75,76,81,84,88,90,92,93,95,96,98,99,100,105,109,110,112,115],pytorch:[54,76],qualcomm:53,queri:[7,8,23,113],query_id:7,question:[8,30,44,47,87,112,113],queue:47,quick:[58,119],quick_start:[43,113,114,116],quick_start_data:114,quickli:[71,79,81],quickstart:114,quit:[71,108],r14b:123,r_h_val:22,r_t:8,rais:[13,22,48,58,110],rajathkmp:56,ran:[47,108],rand:[56,108,119,121],random:[2,6,8,13,20,37,56,69,75,79,80,102,110,119],random_crop:15,random_imag:37,randomli:[15,42],randomnumberse:118,rang:[2,8,13,20,22,37,44,45,53,56,62,76,80,87,100,112,119,121],rank0:73,rank1:73,rank:[8,22,30,90,104,113],rank_tabl:22,rankdir:58,ranktabl:22,rapid:82,rare:2,raspberri:126,raspberry_pi:125,raspberrypi:125,raspbian:125,rate:[6,7,8,9,10,14,40,101],rather:[4,32,43,56,90,113],ratio:[8,119],raw:[8,22,66],rdma:119,rdma_tcp:[118,119],reach:[35,62,73,108],read:[1,2,13,15,22,29,30,32,35,37,44,45,47,54,80,81,90,93,98,99,105,110,113,123,127],read_from_arrai:62,read_from_realistic_imag:30,read_from_rng:30,read_lock:36,read_minibatch:54,read_mnist_imag:30,read_ranking_model_data:30,readabl:[76,81,107],reader:[0,14,29,37,45,53,56,57,77,107,110,112],reader_cr:37,reader_creator_bool:80,reader_creator_random_imag:[13,80],reader_creator_random_image_and_label:[13,80],readi:[35,113,114,127],readlockguard:38,readm:68,readonesamplefromfil:2,readwritebuffer_:38,readwritemani:113,real:[2,8,22,38,56,80,110],realist:30,realiz:[33,70],realli:[54,83],reaon:103,rearrang:22,reason:[9,30,31,35,54,100,112,114],recal:7,receiv:[35,43,45,47,70,112],recent:[62,74],reciev:119,recognit:[2,8],recommand:2,recommend:[1,9,22,30,92,93,94,98,100,101,105,110,111,119,123],recompil:108,record:[13,39,65,76,87,113],recordev:76,recordio:[13,14,30,37,39],recov:[35,90],recover:81,recoveri:39,rectifi:[8,20],recurr:[63,70,85],recurrent_group:[9,98],recurrent_lay:9,recurrent_op:90,recurrentgradientmachin:[68,71,90],recurrentgroup:7,recurrentlay:[63,119],recurs:[32,33,34,52,62,81],recv:[44,45,47,73,113],recvparametertyp:38,red:[56,107],redirect:13,reduc:[8,22,47,53,73,81,93,100,107,111,119,121],reduce_by_kei:81,reduce_mean:56,refactor:[45,47,57,71,74,75,79,83,90],refer:[1,4,6,8,9,10,15,20,22,23,26,31,33,35,39,40,41,44,53,58,65,69,70,73,77,79,81,83,85,88,90,91,92,93,98,99,101,102,104,112,114,123,124],referenc:39,reflect:39,reformat:100,refrain:102,reg:87,regard:127,region:[8,85,108],regist:[62,69,82,88,89,101,108],register_gpu_profil:108,register_lay:101,register_op:[55,81,82,87,102],register_op_cpu_kernel:[88,102],register_op_cuda_kernel:[88,102],register_op_kernel:103,register_op_without_gradi:[81,102],register_oper:[60,82],register_tim:38,register_timer_info:108,registerop:87,registr:[102,103,109],registri:[43,60,88,114,127],regress:8,regular:[6,16,24,32,101,113],regularization_coeff:27,reiniti:65,reinstal:92,rel:[1,9,31,42,83,102,123],relat:[2,35,42,43,53,69,76,85,89,100,107,114,124,125,127],relationship:[82,88],releas:[84,113,123,124,125],relev:102,reli:[31,44,71,72,74,83,102,107],reliabl:[35,83],relu1:58,relu2:58,relu:[8,56,58,62,101],relwithdebinfo:107,remain:90,remaind:22,rememb:[8,100],remind:88,remot:[6,34,38,45,81,100,101,113,119,121],remoteparameterupdat:[38,41,119],remov:[13,22,32,45,52,54,71,100,119,123,124],ren:20,renam:[32,52,53,95],reorder:65,reorder_primit:65,reorgan:8,repeat:[33,57,77,78,86,87,91,107],repeatedli:[57,62],replac:[34,39,60,74,82],repli:100,replic:45,replicaset:43,repo:[34,100,105,125],report:[39,53,54,76,108],reportdataset:39,repositori:[8,105,123],reprenset:22,repres:[2,4,8,9,22,23,32,33,39,44,45,47,48,54,58,66,69,71,74,79,81,83,86,88,90,91,98,101,113],represent:[8,22,40,45,56,57,62,69,71,86],reproduc:99,request:[34,35,38,42,44,81,84,100,113,114,127],requir:[1,2,7,8,24,30,32,35,40,42,43,45,47,48,52,53,58,62,64,70,74,76,77,78,81,83,86,87,91,95,99,100,101,102,105,110,113,114,123,125,127],requisit:62,rerun:102,research:[14,45,54],reserv:[2,22,52],reserveoutput:101,reset:[8,18,22,35,49],reset_program:[18,49],resetingrad:64,resetinvalu:64,resetoutgrad:64,resetoutvalu:64,resetxxx:64,reshap:[31,80,104],reshape_s:8,resid:[22,99],resiz:[15,38,88,102,104],resize_s:15,resize_short:15,resolv:[34,100,114],resourc:[45,50,73,76,88,103,113],respect:[2,22,31,48,53,56,70,98,101,119],respons:[8,38,45,49,56,73,74,75,83,113,114],rest:[2,22,33,43,51,89,127],restart:[35,40,113,114,127],restartpolici:[113,114],restor:[31,74],restrict:[83,85,107,119],result:[4,5,7,8,21,22,26,29,31,32,39,49,56,57,58,62,66,71,72,73,75,102,104,107,108,109,113,119],result_fil:7,resum:42,retain:104,retran:113,retriev:[33,71,85,99,101,107,114],retriv:110,return_op_list:24,return_seq:9,reuqest:84,reus:[33,42,71,80,81,101,102],rev:99,revamp:45,reveal:[30,107],revers:[8,9,22,32,98],review:[14,44,114],reviews_electronics_5:114,rewrit:[34,102],rgb:[8,15],rho:10,rid:54,right:[2,8,31,32,33,34,43,49,62,81,83,100,103],ring:73,risk:32,rkt:[43,99],rmsprop:74,rmspropoptim:74,rnn:[8,9,33,54,56,71,79,81,85,106,118],rnn_bias_attr:98,rnn_layer_attr:98,rnn_out:98,rnn_output:90,rnn_step:8,rnn_use_batch:[63,118,119],rnnalgorithm:71,rnnlm:14,rnnstep:90,roadmap:90,robust:[8,20],rocmplac:69,roi:8,role:[14,30,39,40,45,73,112,113],rollback:79,root:[10,11,32,73,113,114,124],rot:8,roughli:2,round:[53,73],routin:[53,64,73],row:[4,7,8,13,22,38,101],row_id:8,rows_:86,rpc:39,rpcserver:39,rpi:125,rpi_arm_neon:125,rpi_toolchain:125,rsize:113,rtk:127,rtype:13,rule:[7,22,32,45,48,54,57,101,113],run:[30,31,32,33,34,35,43,44,45,46,47,49,53,54,55,56,57,58,62,65,69,70,72,73,74,76,77,78,79,81,84,85,86,88,89,94,95,96,99,100,101,103,104,105,107,108,110,111,112,113,115,116,117,119,123,124,125,127],run_test:92,runinitfunct:108,runnabl:47,running_on_cloud:43,runserv:105,runtim:[1,2,26,33,44,45,60,70,81,91,93,103,111,123],runtime_table_:33,s_block:32,s_recurrent_group:98,sacrif:1,safe:43,sai:[8,57,59,62,80,99,119,121],said:54,sake:101,same:[2,4,7,8,9,20,22,29,30,31,39,40,42,44,45,55,56,58,61,62,70,71,73,79,81,82,85,89,90,92,98,102,103,104,111,112,113,121],samping_id:8,sampl:[2,4,7,13,14,22,49,56,79,87,93,110,111,119,121],sample_id:7,sample_num:7,sampler:56,satifi:[7,62],satisfi:[34,65,86,95,113],save:[2,8,13,29,35,37,39,40,43,44,45,57,58,62,66,74,86,91,99,110,113,114,119,121],save_dir:[114,119,121],save_only_on:[118,119],save_parameter_to_tar:29,save_persist:112,saving_period:[118,119],saving_period_by_batch:[118,119,121],saw:2,scalabl:81,scalar:[2,8,22,32,33,59,90],scale:[5,20,45,47,74,82,87,102,110],scaleop:102,scaleopmak:[81,102],scalingproject:8,scan:[32,39,62,81],scatter:[8,32,73],scenario:[71,118],scene:118,schdule:113,schedul:[39,43,47,113],scheduler_factor:6,scheme:[7,10,38,83,102],scienc:62,scope:[31,44,46,50,89,109],score:[7,8,22,23,71],scp:115,script:[4,14,73,92,99,102,110,111,113,115,123],sdk:124,search:[8,35,85,92,98,119],second:[2,8,22,30,44,52,54,56,58,70,71,77,78,80,85,87,102,111],secret:113,section:[2,32,47,54,79,98,100,101,107,113],see:[2,4,8,9,22,30,32,35,44,47,53,54,79,100,102,104,107,108,112,113],seed:[20,22,108,119],seem:[34,53,54,95],seen:[23,83,102],segment:[7,22,70,90,104],sel_fc:8,selcet:8,select:[8,22,71,113],selected_generation_scor:71,selected_id:[8,71],selected_indic:8,selected_row:[86,91],selected_rows_desc:[86,91],selected_scor:71,selectedrow:[60,91],selectiv:8,selector:114,self:[31,48,49,56,58,62,63,64,66,72,79,90,101,102],self_addr:44,selfnorm:8,semant:[14,30,71,84],semat:30,send:[35,40,44,45,47,61,73,81,87,100,110,112,113,119],send_back_parameter_typ:38,sendbackparameterspars:38,sendbackparametertyp:38,sendparameterrequest:38,sendparameterrespons:38,sens:[74,83,100,107],sensit:8,sent:[30,40,44,45,81,87,91,114],sentenc:[2,8,14,54,70,71,90,98],sentence_input:90,sentiment:2,sentimental_provid:2,separ:[2,7,22,26,40,45,55,74,82,83,110,112,119],seper:90,seq:[8,14],seq_len:90,seq_pool:8,seq_silc:8,seq_text_print:7,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:8,seqtoseq_net:8,sequel:2,sequenc:[2,5,7,8,9,11,13,14,22,23,32,33,44,50,54,57,63,72,77,90,100,101],sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:22,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,33,44,98],seri:[9,95],serial:[2,29,33,39,66,75,81],serializ:[81,91],serv:[45,53,81,90,93,108,110,113],server:[30,34,38,41,42,45,54,73,81,92,101,111,118,127],server_endpoint:112,serverless:35,servic:[107,110,127],sess:[56,58,72],session:[58,72,78,108],set:[1,2,4,6,7,8,9,13,14,15,22,23,26,29,30,32,35,43,56,60,62,65,69,70,71,76,78,79,81,82,85,88,90,92,98,99,100,101,102,104,105,106,107,108,110,111,112,113,114,118,119,121,124,125],set_active_typ:101,set_attr:48,set_default_parameter_nam:6,set_drop_r:101,set_float_el:31,set_input:[8,48],set_output:48,set_siz:101,set_typ:[48,101],setdatatyp:86,setdefault:102,setp:113,setq:99,settup:101,setup:[2,45,74,84,101,102,127],sever:[2,7,8,31,38,45,47,56,70,71,73,75,76,79,86,88,90,92,110,111,113,121],sexstant:127,sgd:[24,29,30,35,43,47,74,75,86,109,110,112],sgd_optim:[109,112],sgdasync_count:118,shall:[32,34],shaoq:20,shape:[7,8,13,18,22,23,29,31,32,33,45,56,59,69,70,77,79,81,86,88,102,104,109,112],shard:[35,36,37,38,39,40,42,45,47,110,113],share:[8,22,34,56,68,75,79,81,83,88,90,99,102,108,119],shared_bia:9,shared_bias:8,shared_librari:34,shared_ptr:[65,67,68,85,88,104],shell:[93,113],shift:[8,22],shorten:8,shorter:15,should:[2,4,6,7,8,13,15,18,20,22,24,26,27,29,30,31,32,33,40,43,45,48,49,53,54,55,56,60,61,65,69,70,71,72,74,75,76,77,80,81,82,83,86,87,89,90,91,96,98,102,103,105,111,113,123],should_be_fals:30,should_be_tru:30,should_shuffl:2,show:[4,7,10,32,33,35,52,54,59,62,66,70,73,74,77,90,95,99,104,110,113,114,119],show_check_sparse_distribution_log:[118,119],show_layer_stat:[118,119],show_parameter_stats_period:[114,118,119,121],shown:[2,8,30,45,49,73,76,98,101,104,108,113],shrink:101,shrink_rnn_memori:22,shrunk:48,shuffl:[2,13,45,112],sid:113,side:[8,29,45,49,62,75,104,110],sig:113,sigint:111,sigmod:87,sigmod_op:87,sigmod_output:87,sigmoid:[8,23,33,87,90,101],sigmoidactiv:9,sign:[51,66,113],signal:111,signatur:113,signific:108,similar:[8,22,33,44,45,47,50,54,71,74,76,80,81,83,88,89,90,102,107,113,127],similarli:[8,13,54,62,102],simpl:[1,2,5,7,8,9,13,14,24,29,44,47,53,57,58,62,70,74,77,83,85,87,90,108,112,119],simple_attent:98,simple_gru:98,simple_lstm:8,simple_rnn:[8,98],simple_transform:15,simpler:75,simplest:113,simpli:[1,8,15,30,40,45,93,96,98,108],simplifi:[30,71,79,87,101,114],simul:[54,124],simultan:113,sinc:[8,9,35,39,41,42,45,46,54,60,62,65,69,74,79,80,82,83,90,104,108,112,113,124,127],sincer:100,singl:[2,7,9,13,22,32,35,45,47,49,53,61,73,81,85,92,96,101,107,110,114],singleton:[44,46],sinlg:29,sit:45,site:[34,107,113],situat:[32,78,89],size:[2,7,8,9,13,14,15,22,23,29,35,37,38,40,45,53,56,62,66,71,74,79,80,86,87,88,90,93,96,98,101,102,104,109,112,119,123,124,125],size_a:8,size_b:8,size_in_byt:65,size_t:[38,88,90,101],sizeof:33,skip:[32,80,100,111,113],slice:[22,44],sliceproject:8,slide:[8,10,14,35],slight:54,slightli:56,slope:[8,22],slopeinterceptlay:8,slow:[2,108],slowli:[99,107],small:[2,8,14,22,31,44,56,64,71,100,101,119],small_messag:[118,119],smaller:[22,31,35,53,71,100],smart:85,smooth:8,snap:114,snapdragon:53,snapshot:[36,42,113],snippet:[55,72,98,101,108,113],sock:43,sock_recv_buf_s:[118,119],sock_send_buf_s:[118,119],socket:119,soft:22,soft_label:22,softmax:[8,9,22,30,33,45,47,54,58,59,71,77,98,101],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxoutput:58,softrelu:22,softwar:[2,53,76,108,127],solid:56,solut:[73,127],solv:[30,32,62,81],some:[2,6,8,13,15,29,30,32,33,34,38,39,40,42,43,45,47,48,53,55,56,57,61,62,65,69,70,71,72,77,78,79,80,81,82,85,88,89,90,100,101,102,103,104,108,110,113,118,119,121,123,124,125,127],some_c_api_funct:68,some_inst:68,some_op:[60,70,90],some_python_class:67,somecppclass:67,somedata:29,somegotyp:67,someth:[2,32,38,79,99,100,107],sometim:[8,76,80,99,108],somewhat:40,somewher:85,soon:35,sophist:101,sort:[8,14,22,90,107,113,119],sort_by_length:90,sourc:[8,14,31,34,52,54,56,64,66,68,71,80,81,98,99,107,110,113,114,124],source_dict_dim:[71,98],source_dict_s:71,source_language_word:[71,98],space:[7,8,47,53,79,83,98,99,108],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,span:76,spars:[2,6,8,10,13,22,38,101,104,110,113,119],sparse_binary_vector:[2,13],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:38,sparse_upd:[6,38],sparse_value_slot:13,sparseparam:101,sparseprefetchrowcpumatrix:101,spatial:8,spatial_scal:8,speak:98,spec:[113,114],specfii:119,special:[8,22,32,40,45,53,60,69,71,72,102],specialvartypeinfer:60,specif:[1,2,22,23,29,32,34,35,45,48,52,71,81,85,88,99,102,112,121,123],specifi:[1,2,7,8,18,22,30,31,38,39,40,43,44,45,46,48,49,50,52,56,66,76,79,85,87,90,93,98,99,100,101,104,105,107,113,119,123,124],speech:8,speed:[8,9,53,66,73,74,92,127],speedup:76,sphinx:[67,105],split:[2,8,13,23,42,44,46,54,59,71,81,90,110,113,121],split_count:[110,113],spread:32,sql:1,sqrt:20,sqrt_x:22,squar:[8,10,11,58],square_error_cost:[109,112],srand:119,src:[34,65,110],src_backward:98,src_embed:[71,98],src_forward:98,src_primitive_desc:65,src_root:4,src_word_id:[71,98],src_word_vec:71,sreializ:91,srl:14,ssd:8,ssh:[113,114,115,125],ssh_server:111,sstabl:30,stabil:[8,31,62,102],stabl:[84,113],stack:[22,50,81,90,113],stackexchang:8,stage:[34,41,46,54,56,62,65,91,111,123],stale:35,stamp:108,standalon:123,standard:[6,13,20,22,54,81,83,95,99,107],stanford:[14,31,114],star:34,start:[8,9,22,29,32,34,35,38,39,40,42,43,45,46,71,73,75,76,92,93,95,98,99,107,108,111,115,119,122],start_mpi_train:115,start_op_idx:32,start_pass:[118,119],start_po:8,start_pserv:119,startup:[22,35,43,54,113],startup_program:[18,22,24],stat:[108,119],state:[8,9,18,22,24,33,35,49,50,70,71,76,85,90,98,103,114,119],state_act:[8,9],statem:62,statement:[54,57,62,101,113],static_cast:[65,104],staticinput:[8,98],statist:[8,18,20,49,76,119],statset:108,statu:[43,71,108,113,114],status:114,std:[29,34,38,58,60,61,65,67,68,76,78,81,82,85,87,88,101,102,104,119],stdbuf:110,stderr:111,stdout:[13,111],step:[4,8,9,11,22,24,31,33,35,40,45,47,49,54,56,57,63,71,74,75,79,81,87,90,92,93,98,100,101,107,108,110,113,114,115,123,125,127],step_gradi:32,step_id:90,step_input:90,step_net:33,step_output:90,step_scop:81,stepnet:[33,70,81,85],still:[32,39,42,45,54,62,82,95,104],stirng:79,stmt1482205552000:113,stmt1482205746000:113,stochast:[10,35,39,42,74,110],stop:[8,79,99,111,114,119],stop_gradi:[22,79],storag:[51,53,110,113,114],store:[7,8,14,22,29,31,33,34,38,50,58,60,66,69,71,75,77,79,81,82,83,85,90,101,102,104,105,110,113,114,115,119,124,125],str:[15,18,22,29,32,43,90,121],straight:[77,80,86],straightforward:65,strategi:[2,11,35,79,119],stream:[13,45,65,76,88,103],stream_:88,streamid:26,street:8,strict:[80,110],stride:[8,9,22,65,69],stride_h:22,stride_i:8,stride_w:22,stride_x:8,string:[1,2,7,8,13,15,22,26,29,32,33,39,52,58,61,66,76,77,78,79,81,82,85,86,87,91,101,102,113,119],strip:107,strongli:110,struct:[39,40,51,53,60,61,68,69,76,82,87,89,103],structur:[32,33,39,54,56,66,71,77,79,81,86,111,113],sts:113,stuff:100,stun:2,style:[2,8,81,87,92],sub:[7,8,13,22,30,32,42,44,47,56,62,70,73,75,79,98,101,123],sub_block:32,sub_nest_seq:8,sub_sequ:[2,8],subclass:[24,79],subcommand:52,subgradi:10,subgraph:[47,56],submiss:45,submit:[65,81,105,110,113,118,119],subnet0:113,subnet:[30,113],subobjectpath:114,subscript:22,subsequ:[8,73],subsequenceinput:8,subset:[22,101],succ:62,succeed:[39,114],success:[8,40,113,114],successfulcr:114,successfulli:102,successor:119,sucess:62,sucessor:62,sudo:[99,113],suffer:31,suffici:119,suffix:[18,43,95,110],suggest:[8,34,100,108],suit:127,suitabl:[86,119],sum:[8,10,23,32,33,36,46,60,79,98,101],sum_op:32,sum_x:22,sume:22,summar:[56,76],summari:76,summat:22,sumopgradmak:82,sun:20,supercomput:62,suppli:[22,86],support:[6,7,8,10,11,13,15,22,23,31,33,35,42,43,44,45,47,54,55,56,62,65,66,69,71,74,75,76,78,80,81,82,83,86,89,92,93,95,96,98,99,101,102,104,105,108,110,113,119,123,124,125,127],support_inplac:62,suppos:[9,22,23,34,44,55,86,101],suppress:[8,52],sure:[22,92,99,101,107,112,113],surpass:[8,20],sutibal:88,svs:87,swagger:51,swig:[4,41,67,68,92,123,124],swig_paddl:4,switchop:33,sychron:73,symbol:[8,33,58,68,95],symbols_ready_:33,symbolt:[33,81],symlink:100,sync:[35,74,83,119],sync_with_cpp:107,syncflag:101,synchron:[35,39,65,73,76,110,113,119],syntax:[44,50,54,71,80],sysroot:123,system:[33,34,35,40,42,45,47,51,55,56,62,64,92,93,95,102,105,107,110,114,123],t_max:22,t_min:22,tab:95,tabl:[2,7,8,22,33,44,54,60,66,86,91,124],tablelookup:86,tablelookupgrad:86,tablelookupop:86,tableproject:8,tag:[7,14,84,93,98,110],tagtyp:7,tail:71,take:[2,4,7,8,9,13,22,29,30,32,33,34,35,42,44,45,48,50,53,56,57,59,60,62,65,69,74,77,78,79,80,81,82,88,89,90,92,98,99,100,101,102,103,107,108,110,112,113,114],taken:[2,8,48,58,62,69,90],talk:[40,125],tangl:107,tanh:[8,9,56,71,98,101],tanhactiv:9,tanhshrink:22,tar:[15,29,113],tarbal:113,target:[8,14,22,24,29,32,33,34,48,50,56,58,72,78,81,92,98,102,123,124,125],target_block:[32,48],target_dict_dim:98,target_dict_s:71,target_dictionary_dim:8,target_language_embed:8,target_language_word:98,target_link_librari:34,target_word:71,targetinlink:8,task:[2,7,8,45,66,71,76,87,98,112,121],task_queu:39,taskentri:39,taskqueu:39,tbd:[41,65],tcp:[113,119],tear:108,tech:112,technic:[32,35],techniqu:[62,98,101,107],technolog:[54,99],tee:114,tell:[35,39,40,71,87,93,108,123],templat:[55,65,87,88,102,103,104,114,127],tempor:8,temporari:[18,32,43,50,62,74,79],tempori:62,ten:99,tensor:[22,23,31,34,44,46,47,53,54,56,58,60,61,65,66,69,70,71,86,90,91,102,109],tensor_arrai:44,tensor_array_read:90,tensor_array_s:90,tensor_array_stack:90,tensor_array_unstack:90,tensor_array_writ:90,tensor_data:66,tensor_in:89,tensor_s:31,tensor_test:34,tensor_to_check:31,tensorarrai:46,tensorarraydesc:90,tensordesc:[66,86],tensorflow:[33,44,45,47,54,56,59,83,90,104],term:[8,9,22,35,82,83],termin:114,terminolog:62,tese:1,tessorarrai:90,test100:14,test10:14,test1:37,test:[1,2,8,13,14,15,29,30,31,34,58,68,74,80,84,96,99,104,108,109,110,115,118],test_:102,test_all_data_in_one_period:114,test_check_grad_ingore_i:102,test_check_grad_ingore_x:102,test_check_grad_norm:102,test_check_output:102,test_data_dir:110,test_fcgrad:101,test_gpuprofil:108,test_layergrad:101,test_list:2,test_mkldnn:64,test_mklpack:63,test_mul_op:[92,102],test_norm:102,test_pass:[118,119,121],test_period:[118,119,121],test_recurrent_op:100,test_wait:[118,119],testa:30,testb:30,testbilinearfwdbwd:108,testcas:102,testconfig:101,testfcgrad:101,testfclay:101,testlayergrad:101,testmodel_list:118,testmulop:102,testq:30,testresult:29,testsave_dir:118,testutil:101,text1:52,text:[1,2,7,9,13,22,30,66,70,76,113],text_fil:13,tflop:108,tftp:127,tgz:[14,95],than:[2,4,6,7,8,9,22,32,35,43,44,48,54,55,56,79,81,83,90,92,98,99,101,110,112,113,123,127],the_step:54,theano:54,thei:[2,8,18,20,22,27,30,32,34,35,40,42,44,47,48,52,54,56,57,61,62,71,72,76,79,81,87,90,91,98,99,100,101,102,104,108,110,112,113,118],them:[1,2,7,8,9,15,22,30,31,32,34,35,38,43,47,48,54,55,60,61,62,71,79,80,81,82,85,86,87,89,90,91,99,100,102,105,108,112,113,118,119],themselv:[32,34],theori:[54,108],therefor:[32,62,74],therein:[8,33],theta:56,theta_d:56,theta_g:56,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,22,23,24,26,27,29,30,31,32,33,34,35,38,39,40,41,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,61,62,65,69,70,71,72,73,74,75,76,77,79,80,81,82,83,86,87,88,89,90,93,95,96,98,99,100,101,102,103,104,105,107,108,109,110,112,113,114,119,121,123,124,125,127],thin:60,thing:[2,45,56,81,88,108],think:[30,34,112],third:[8,35,58,102,107,108,123,124,125],third_parti:[8,64,123,124,125],thirt:99,those:[8,33,34,35,55,57,58,59,77,123],though:[90,127],thought:[34,108],thread:[44,46,76,101,107,108,119,121],thread_count:46,thread_id:76,thread_id_:76,thread_local_rand_use_global_se:[118,119],thread_pool:46,threadblocks:26,threadid:121,threadloc:108,threadpool:44,three:[2,7,8,22,31,32,35,49,53,54,57,65,71,72,75,76,77,80,88,119,123],threshold:[6,7,8,22,35,39,48,100,119],thresholdedrelu:22,through:[4,8,23,32,34,35,39,41,49,62,72,74,98,101,102,105,108,109,110,124],throughout:50,throughput:[108,110],thrust:81,thu:[2,8,22,42,49,58,62,101,113],tier:114,time:[2,8,9,11,13,22,29,30,31,34,35,39,42,45,47,48,54,55,60,62,63,69,70,71,73,76,79,80,81,82,86,87,90,91,92,98,99,104,107,108,114,119,121,127],timelin:[8,76,81,108],timeo:113,timeout:[35,39],timeout_sec:13,timestamp:[8,36],timestep:[2,8,85],tip:[123,124],titan:62,titl:14,tls:51,tmp:79,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:29,todo:[7,13,14,33,35,39,42,71,87],toend:8,togeth:[2,8,9,13,29,32,90,98,112],token:[7,8,30,98],toler:[29,31,92,102],too:[14,31,44,48,65,89,90],took:127,tool:[76,92,95,98,99,107,112,113,123,125],toolchain:[107,123,124],top:[7,22,29,70,71,102],top_k:[7,22,71],top_level_rnn:70,topic:65,topk_generated_scor:71,topk_id:71,topk_indic:22,topk_out:22,topk_scor:71,toplevel:99,topolog:[30,35,45,58,62,66,75],topoloi:58,topolopi:29,torch:[33,54],toronto:14,total:[22,29,35,47,49,73,76,80,107,108,110,114,127],total_pass:80,tottim:107,trace:[33,56],track:[35,39,58,79],tractabl:8,tradit:[8,33,53],traffic:45,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,32,33,37,39,40,42,44,48,49,50,54,56,57,62,63,66,73,74,75,76,77,78,79,81,83,86,88,91,98,101,106,108,116,117,118,124],train_config_dir:113,train_data:110,train_data_dir:110,train_id:113,train_list:[2,110],train_loop:54,train_read:[45,112],trainabl:[8,66,79],traindot_period:118,trainer:[2,4,30,36,37,38,39,41,45,47,54,63,64,74,75,81,101,111,112,119,121],trainer_config:[1,2,113,114],trainer_config_help:[2,101],trainer_count:[96,110,113,114,118,119,121],trainer_cpu:43,trainer_cr:43,trainer_gpu:43,trainer_id:[110,113,119],trainer_intern:38,trainer_mem:43,trainer_packag:43,trainer_prog:45,trainerid:42,training_rol:112,trainingjob:45,trainingtest_period:118,trainonebatch:38,tran:[65,101,119],trane:2,trans_var:89,transact:[35,39],transfer:[1,2,62,76],transform:[8,9,15,22,81,98,101,104],transform_param_attr:9,transformed_st:9,translat:[8,9,54,62],translation_id:71,translation_scor:71,transpar:[71,111],transpil:[44,54,112],transport:119,transpos:[8,15,101],transpose_i:22,transpose_x:22,transposedfullmatrixproject:8,travel:2,travers:[32,57,62],travi:100,treat:[8,22,33,40,62],treatment:[40,53],tree:[8,33,44,50,54,79,109,119,125],trg_dic_siz:71,trg_embed:[71,98],triain:1,trick:71,tricki:67,trigger:[42,75],trim:8,trivial:[2,71,90],true_block:[33,59,77],true_imag:80,true_label:80,true_neg:49,true_posit:49,true_read:80,truth:[7,8,22],tune:[6,106,107],tuninglog_barrier_abstract:118,tupl:[2,8,9,13,14,15,18,22,23,29,32,79,80],ture:8,turn:[8,22,79,80,93],tutori:[92,93,98,101,102,107,108,113,115,116,117,124],twice:[47,56,112],twine:84,two:[1,2,7,8,9,22,23,30,32,40,41,42,43,44,45,49,52,53,54,56,57,60,62,66,69,71,74,76,77,80,81,82,83,85,86,87,89,90,91,92,98,102,104,108,111,113,121,123,125],txt:[2,34,43,52,63,64,101,105,110,113,115],type:[2,7,8,9,11,13,14,15,18,22,23,24,29,30,32,33,35,38,39,42,43,45,51,52,53,60,61,65,66,67,68,70,71,77,78,79,80,81,82,83,86,87,88,89,91,96,98,99,101,103,104,110,113,114,119,121,124],type_nam:87,typedef:[40,53,67,68,69,88,103],typeerror:48,typeid:87,typenam:[55,87,88,102,103,104],typic:[4,7,45,108,124],ubuntu:[84,95,96,107],ubyt:80,uci:14,uci_h:[96,112],ufldl:[8,22],uid:114,uint16_t:53,uint32:[51,66],uint32_t:76,uint64:[66,67],uint64_t:67,unawar:40,unbalanc:119,unbound:[62,98],unclear:42,uncreat:32,under:[2,34,39,47,73,89,92,93,104,105,110,111,113],underli:[22,71],understand:[20,54,79,107,108,127],understand_senti:98,undeterminist:108,unidirect:8,unifi:[50,58,86,100],uniform:[6,8,13,20,37,56,79,80,119],uniform_random:79,uniniti:32,uninstal:92,uniqu:[30,33,35,42,43,65,69,79,85,102,110,112,113,119],unique_nam:79,unique_name_gener:79,unique_ptr:[82,85,88,101],unit:[8,9,22,23,34,74,76,83,88,92,98,99,104],unittest:[68,100,102],unittestcheckgrad_ep:118,unk:[86,91],unknown:[8,22],unless:[2,22],unlik:[8,22,71,102],unnecessari:[32,100],unordered_map:85,unpack:90,unrol:70,unseen:83,unseg:8,unsign:[40,53],unstack:90,unstack_from:90,unsupervis:56,unsupport:102,until:[35,40,46,47,54,62,85,112,113],unzip:123,updat:[6,8,10,22,24,32,35,39,40,45,51,53,56,70,71,72,73,74,75,85,90,95,101,107,110,119,121],update_equ:29,update_hook:6,update_memori:33,update_op:72,updatecallback:101,updatestack:113,upgrad:[73,92,95],upload:[35,43,51,84,110],upon:35,upper:8,upstream:100,uri:113,url:[13,14,100],usag:[1,2,7,8,9,15,29,53,59,62,75,79,102,108,110,124],use:[1,2,4,6,7,8,9,11,13,14,15,20,22,24,27,29,30,31,33,34,35,41,45,46,47,50,53,56,58,60,61,62,65,69,71,72,73,75,76,79,85,86,87,89,90,91,92,93,95,96,98,99,100,101,102,103,105,107,108,110,113,114,119,121,123,124,125],use_cpu:61,use_cudnn:[22,23,61],use_eigen_bla:123,use_eigen_for_bla:[123,124],use_etcd:29,use_global_stat:8,use_gpu:[96,110,114,118,119,121],use_mkl_pack:63,use_mkldnn:[8,61,64],use_nesterov:24,use_old_updat:[38,118,119],use_peephol:22,use_sparse_remote_updat:38,used:[1,2,4,7,8,9,10,11,13,14,15,20,22,26,29,30,31,33,34,35,41,42,45,48,50,53,54,56,58,62,70,71,74,75,76,79,80,81,83,85,87,88,89,90,92,95,98,99,101,102,104,107,108,113,118,119,121,123,124,125],useful:[1,2,8,9,31,53,62,79,85,89,98,101,121,123],usegpu:101,user:[1,2,6,8,9,13,14,15,18,20,22,24,26,27,29,30,31,32,33,34,37,39,42,43,44,45,46,47,48,49,50,52,55,56,57,58,60,61,65,69,71,72,73,74,76,79,80,81,82,83,85,87,88,89,90,93,100,103,105,107,110,113,118,119,123,127],user_info:14,user_nam:37,usercert:37,userinfo:14,userkei:37,usernam:37,uses:[2,8,35,42,44,45,53,62,69,70,71,75,76,88,89,92,95,98,99,100,101,104,105,110,113,119,123],using:[1,2,4,6,8,9,13,22,29,30,32,33,34,35,39,40,42,43,45,50,52,53,54,55,56,58,60,62,70,72,74,77,79,80,82,83,85,87,88,92,93,94,95,96,98,100,101,102,103,104,105,108,110,113,114,115,119,121,123,125],usr:[92,93,110,113,119],usual:[8,22,29,32,43,62,69,76,77,83,88,100,102,107,108,113,119,121],util:[4,45,63,64,73,98,101,102,103,108,127],uuid:[36,42],v7a:123,v8a:123,val:32,valid:[8,15,22,80,81,85,102,113,124],valu:[2,4,6,7,8,11,13,14,15,20,22,23,26,29,31,32,33,35,44,48,49,58,59,62,64,66,70,71,72,74,75,77,81,85,86,87,90,91,98,101,102,103,112,113,119,121,123,124],value1:119,value2:119,value_:86,value_evalu:7,value_rang:13,valueerror:[22,58],values_:90,vanilla:98,var_nam:[32,89],var_recurs:48,varabl:47,vardesc:[33,57,77,79,81,86],vardescbuild:33,vari:[108,113],variabl:[2,10,13,14,18,20,21,22,23,24,30,31,33,44,45,47,48,49,50,56,57,58,59,60,69,70,71,72,74,77,78,82,83,86,87,89,90,101,102,103,107,109,110,113,114,123,124],variablenamemap:102,varialbl:56,varianc:8,variant:[8,60,69,88,90,103],varibal:32,varibl:58,varienc:90,varient:90,variou:[33,53,62,83,123],varproto:87,vars_:[33,85],vartyp:[22,86,91],vartypeinfer:60,vec1:8,vec2:8,veclib:124,vecter:22,vector:[2,8,9,13,14,22,30,33,38,40,58,59,65,70,71,76,79,81,82,86,90,98,101,104],vectorenable_parallel_vector:118,veloc:24,vendor:34,verb:14,verbos:[52,100],veri:[2,8,11,34,39,44,47,50,54,55,56,62,65,71,75,80,83,85,88,90,98,107,108,111],verifi:[33,101,124],version:[2,8,9,32,34,43,45,48,52,54,56,58,59,66,71,84,92,93,96,99,101,107,108,110,112,113,114,118,119,123,124,125],versu:30,vertic:8,vgg:[9,23],via:[22,32,35,69,94,100,108,112,113,124,127],view:[8,66,69],vim:93,viriabl:110,virtual:[48,60,61,82,88,99,103],virtualenv:99,visibl:[42,85],visit:[29,32],visual:[8,71,108],vlog:[38,100],voila:96,volum:[105,114],volumemount:[113,114],volumn:113,vutbr:14,w_f:22,wai:[2,7,9,22,30,32,40,42,50,54,61,62,71,74,79,80,83,90,98,99,100,101,121],wait:[35,40,46,103,110,112,119],walk:[4,124],wangkuiyi:34,want:[2,8,30,43,44,49,56,61,69,74,76,78,80,83,85,88,89,90,92,93,99,100,101,105,107,110,119,121,123,125],warn:[29,52],warp:[8,108],warpctc:8,warranti:2,wast:73,watch:35,wbia:113,weav:54,web:[105,107],websit:105,weight:[7,8,9,10,20,22,23,27,63,66,83,98,101,119,121],weight_act:9,weightlist:101,weights_:101,weights_primitive_desc:65,weights_t:101,welcom:34,well:[22,32,43,45,54,55,56,83,86,101,112,113,119],were:[7,34,54],west:113,wget:123,wgt:65,what:[6,8,34,54,56,71,79,87,89,102,107,127],whatev:[99,110],wheel:95,when:[1,2,6,7,8,10,13,18,22,29,31,32,33,34,35,38,39,40,43,44,45,47,48,49,50,52,53,54,58,71,73,74,75,76,77,79,81,88,90,92,94,98,99,100,101,102,104,105,107,108,110,113,114,119,121,123,124,127],whenev:[79,100],where:[2,8,9,10,20,22,23,30,32,33,35,42,44,45,54,57,69,70,71,74,77,81,83,88,90,98,101,102,107,108,109,119,121],wherea:[22,33,39,55,59,88,91],whether:[7,8,15,21,22,29,31,32,33,50,76,80,86,90,92,93,101,102,119,124],which:[1,2,4,6,7,8,9,13,14,15,22,23,29,30,31,32,33,34,35,37,39,40,42,43,44,45,46,48,50,53,54,55,56,58,60,62,65,66,69,70,71,72,73,75,77,78,79,80,81,82,85,86,87,89,90,91,92,95,98,99,100,101,102,103,104,107,108,110,111,112,113,119,121,123,124,127],while_grad:62,while_loop:[71,90],while_op:32,whileloop:90,whileop:33,whl:92,who:[32,55,57,73,79,100,112],whoever:40,whole:[2,7,13,32,56,59,62,67,68,70,73,78,87,100,110,113,114,127],whose:[2,8,13,22,31,32,35,42,48,70,81,82,87,90,98],why:[9,31,68,99],wide:[34,48,56,95,111,115],width:[7,8,13,15,22,38,67,80,101,102],wiki:[8,34],wikipedia:[8,14],wilder:2,window:[8,11,14,74,93,99,123],wirt:58,wise:[8,15,22,47,81,104],wish:[92,95,105,110,112],with_avx:[92,93,110,123,124],with_bia:87,with_c_api:[92,123,124,125],with_doc:92,with_doubl:[92,101,110],with_dso:92,with_golang:[92,123],with_gpu:[92,99,110,123,124],with_mkl:[63,64,92,123],with_mkldnn:64,with_mklml:64,with_profil:108,with_python:[92,110,123,124],with_rdma:[110,123,124],with_style_check:[92,100],with_swig_pi:[92,123,124],with_test:[92,102],with_tim:[108,110],within:[8,39,45,54,124],without:[2,7,8,24,32,35,40,76,79,80,81,102,107,110,115],wloop:90,wmt14:98,wmt_shrinked_data:14,won:[108,110],wonder:2,word2vec:[43,110],word:[2,7,8,14,32,47,57,60,62,70,71,81,87,90,98,103,110,121],word_dict:[110,115],word_id:2,word_idx:14,word_vector_dim:[8,71,98],words_freq_sort:14,work:[2,4,8,13,22,30,33,34,35,45,50,53,54,61,72,74,76,79,93,98,99,100,101,105,107,108,110,112,113,114,119,127],worker:[47,91,113],workercount:113,workflow:[81,113],workspac:[100,110,111,119],world:110,worth:109,would:[29,33,34,35,42,45,46,47,54,55,56,57,65,72,74,75,79,80,86,90,93,99,100,107,113,123,127],wouldn:[54,57],wrap:[54,55,56,73,127],wrapper:[9,34,55,73,74,82,90,108],write:[2,13,22,30,35,42,44,45,47,53,54,55,58,60,65,72,74,79,80,81,82,88,90,99,106,110,113],write_lock:36,write_to_arrai:62,writer:[30,79],written:[22,26,32,33,44,50,56,66,74,81,82,86,92,93,102,104,107,111],wrong:[2,80],wrote:[47,58],wsize:113,www:[2,14,22],x64:[123,125],x86:124,x86_64:[123,124],x_first_step:22,x_last_step:22,x_neg:31,x_num_col_dim:22,x_po:31,x_reshap:22,x_t:22,x_t_data:22,xarg:[7,93,101,115],xavier:20,xavieriniti:22,xcode:124,xcodebuild:124,xeon:103,xgbe0:119,xgbe1:119,xiangyu:20,xmap_read:13,xpu:54,xrang:[31,54,56,76,80,96,101],xx_layer:61,xxx:[30,90],xxxx:36,xxxxxxxxx:113,xxxxxxxxxx:113,xxxxxxxxxxxxx:113,xxxxxxxxxxxxxxxxxxx:113,y_dim:56,y_neg:31,y_num_col_dim:22,y_po:31,y_predict:[22,96,109,112],yaml:[34,111,113,115,127],yancey1989:43,yann:14,yapf:100,year:54,yeild:29,yep:[76,107],yet:[54,127],yield:[2,13,30,37,80],yoshua:20,you:[1,2,4,6,8,9,13,23,29,31,43,45,53,85,92,93,94,95,96,98,99,100,101,102,103,105,107,108,110,111,112,113,115,119,121,123,124,125,127],your:[2,8,13,29,30,34,38,43,52,81,92,94,95,99,100,101,105,108,110,111,113,121,123,124,125,127],your_access_key_id:113,your_secrete_access_kei:113,your_source_root:68,yourself:92,yuang:54,yuyang18:[13,14],yuyang:107,z_dim:56,z_size:56,zero:[2,6,8,9,10,13,14,18,31,32,35,56,71,75,79,86,101,113,119],zhang:20,zip:[14,79,123],zone:113,zxvf:113},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","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","Alalysis of large model distributed training in Paddle","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","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Fluid Distributed Training","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","<no title>","<no title>","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0d\u4f7f\u7528":67,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":67,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":67,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4ec5\u4ec5\u4f7f\u7528void":67,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":68,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u652f\u89c4\u8303":84,"\u52a0\u901f\u6267\u884c":36,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u52a8\u6001\u6269\u5bb9":36,"\u539f\u56e0":67,"\u539f\u56e0\u5217\u8868":67,"\u53c2\u8003\u6587\u6863":51,"\u53d1\u5e03docker\u955c\u50cf":84,"\u53d1\u5e03wheel\u5305\u5230pypi":84,"\u540d\u8bcd\u89e3\u91ca":51,"\u57fa\u672c\u8981\u6c42":67,"\u5b9e\u73b0":67,"\u5b9e\u73b0\u65b9\u5f0f":68,"\u5bfc\u51fac":67,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":67,"\u63a8\u6d4b\u6267\u884c":36,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":68,"\u672f\u8bed":36,"\u67b6\u6784\u56fe":51,"\u6846\u67b6\u751f\u6210":51,"\u6982\u5ff5\u89e3\u91ca":37,"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":68,"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u76ee\u5f55\u7ed3\u6784":68,"\u76ee\u6807":51,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u7b26\u53f7":67,"\u7c7b":67,"\u7f16\u8bd1\u9009\u9879":68,"\u7f29\u5bb9":36,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u80cc\u666f":67,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8f6c\u6362\u5e93":37,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":67,"\u8fdb\u884c\u8bad\u7ec3":37,"abstract":[45,46,47,73,127],"book\u4e2d\u6240\u6709\u7ae0\u8282":84,"case":[32,121],"class":[56,75,79,101],"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":61,"function":[34,55,56,79],"new":[88,101,102,103],"paddle\u52a8\u6001\u5e93\u4e2d":67,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":67,"paddlepaddle\u53d1\u884c\u89c4\u8303":84,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":84,"return":[79,80],"switch":[65,88],"tensor\u5230eigentensor\u7684\u8f6c\u6362":104,AWS:113,Abs:5,DNS:113,E2E:112,EFS:113,For:[34,114],KMS:113,Not:99,The:[33,40,44,50,54,56,57,59,60,69,72,75,81,82,125],Use:[33,77,105,110,114,121],Using:[34,40,95,111,115,123],With:43,about:56,abs:22,absolut:71,access:113,account:113,accuraci:22,action:[63,64],activ:[5,8,64],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[62,65,103,113],address:113,addto:8,advanc:88,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,70,78],all:[85,90],analog:44,analysi:[45,62],android:123,api:[0,3,45,63,64,68,72,74,79,83,87],appendix:127,applic:3,approach:108,arbitrari:54,architectur:[45,76,98],argument:[52,80,110,118,121,123,125],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:113,assign:22,associ:[85,113],assumpt:127,async:119,attent:98,attribut:[6,62,83],auc:7,auto:31,averag:74,avg:11,aws:113,backgraound:31,background:[47,63,88,89,90,91,102,103],backward:[32,54,57,81,102],base:[43,71],basepool:11,basic:[62,88,127],batch:80,batch_norm:[8,22],batch_siz:80,beam:71,beam_search:8,beam_search_decod:22,benchmark:[63,64],benefit:[47,81],between:[30,79,81,87,88],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:33,bind:102,bla:92,block:[33,56,57,77,79,81],block_expand:8,blockdesc:77,book:93,bool:92,bootstrap:127,bottleneck:107,brelu:[5,22],bring:127,bucket:113,build:[32,56,81,92,94,99,105,114,123,124,125],built:108,cach:2,can:85,capi:68,capi_priv:68,cast:22,ceil:22,challeng:[32,47,78],chang:71,check:[8,31,101,111],checker:31,checkpoint:[35,36,42],choic:61,choos:[34,113],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],close:31,cloudform:113,cluster:[41,110,111,112,113,115,121,127],cmake:[34,63,64,125],code:[43,79,100,107,109],column_sum:7,command:[110,120,121],commit:114,common:119,commun:119,compar:127,comparis:79,compat:54,compil:[33,53,54,77,81,92,102,109,123,124,125],complet:54,compos:80,comput:[33,57,65,81,83,104],con:127,concat:[8,22],concept:[79,81,113],concern:64,conclus:[42,58,127],concurr:44,condit:56,config:[3,121],configur:[28,98,106,113,124],conll05:14,connect:8,constantiniti:20,construct:57,contain:[93,114],content:[63,64,68,108,113],context:103,context_project:8,contribut:[100,105],control:[62,81],contruct:62,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,79,113],corner:32,cos_sim:[8,22],cost:8,cpu:[46,121],creat:[32,80,81,85,113,114],create_arrai:22,creation:[39,74,83],creator:80,credenti:113,crf:8,crf_decod:8,cross:[123,124,125],cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[53,92],cudnn:92,cudnnavg:11,cudnnmax:11,current:[53,82],custom:80,data:[8,12,13,22,35,45,80,89,113,114],datafeed:[13,17],dataflow:62,dataprovid:[2,3,119],dataset:[12,14,35,39,110],datatyp:[13,69],decayedadagrad:10,decayedadagradoptim:24,decod:71,decor:80,deep:[33,54],defin:[102,113],definit:91,delet:113,demo:[56,112,113],dens:42,dep:95,depend:[56,92,95],deploi:43,deriv:101,describ:[54,72],descript:[52,81,119],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,55,56,57,60,63,64,65,66,69,70,71,72,73,75,77,79,80,81,82,85,86,88,90],destroi:[85,113],detail:[38,119],detect:[7,8],detection_map:7,detection_output:8,develop:[81,99,106],devic:[88,103,121],devicecontext:88,dictionari:80,differ:[81,88,110,121],directori:113,discrimin:56,discuss:[47,56],dispatch:[35,39],distribut:[30,35,38,43,45,47,110,112,113,119],dnn:64,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,55,57,60,63,64,65,66,69,73,75,77,79,80,81,82,86,88],docker:[43,93,99,114,123],document:[105,122],doe:80,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:113,download:[113,114],dropout:[8,22],dure:[71,80],dylib:68,dynam:[35,90],dynamic_lstm:22,dynet:58,each:95,ec2:113,eigen:104,elast:113,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:56,enough:31,entri:80,environ:[43,123],eos:8,equat:101,error:48,evalu:[7,18,49],event:[29,30,76],evolut:54,examin:107,exampl:[30,34,44,59,68],execut:[33,46,54,77,81],executor:[19,50],exp:[5,22],expand:8,expandlevel:8,explain:31,extern:113,fabric:111,factor:8,factorization_machin:8,faq:[94,95],fault:35,file:[33,107,113,114],fill_const:22,fill_constant_batch_size_lik:22,find:113,first_seq:8,float16:53,floor:22,flow:62,fluid:[16,44,54,65,73,109,112],format:[33,35,66],forward:[57,102],frame:33,framework:[31,103,104],from:[30,42,87,92,94],full_matrix_project:8,fulli:8,functor:88,futur:54,gan:56,gate:98,gated_unit:8,gener:[56,71,98,99,107,127],get:[96,112,114],get_output:8,give:80,global:[77,79],glu:23,gotcha:99,gpu:[93,108,119,121],grad_op:32,gradient:[31,32,40,64,82,101],gradient_print:7,graident:31,graph:[57,58,62,81,83],group:[8,113],gru:[9,119],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,hand:108,handler:[30,67],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,have:112,helper:79,hierarchi:33,high:[72,74,83,87],how:[31,38,74,80,81,88,92,102,104,105,106,108],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:124,iam:113,ident:5,identifi:107,identity_project:8,ifels:59,ifelseop:33,imag:[8,9,15,43,93,114,123],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,66,70,73,74,79,80,81,82,83,101,102,103,104],increment:22,infer:[29,123],infershap:[77,86],infervartyp:60,ingredi:30,ingress:51,init_hook:2,initi:[20,40,56,113,121],input_typ:2,insid:85,inspect:113,instal:[94,95,96,112,113,123,124,125,127],instanc:113,instead:80,integr:[88,113],intel:[63,64],interact:87,interfac:[12,13,15,31,35,40,41,50,72,80,85],intermedi:81,interpol:8,introduc:[71,90,112],introduct:[1,76,83,110,112],is_paramet:21,isn:80,issu:53,job:[35,43,111,113,114,115],join:8,kei:[63,69,113],kernel:[65,69,81,103],kill:111,kmax_sequence_scor:8,kube:113,kubectl:113,kubernet:[43,113,114],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,54],larg:38,last_seq:8,launch:[93,111,115],layer:[8,22,30,55,63,64,79,101,121],layout:69,leaky_relu:22,learn:[33,54],learnabl:8,less_than:22,leval:87,level:[72,74,83,87],libpaddle_capi_shar:68,libpaddle_capi_whol:68,librari:[40,53,69,81,88,123],limit:45,line:[110,120],linear:5,linear_chain_crf:22,linear_comb:8,linux:[111,123],list:[36,80],live:62,local:[45,85,113,121],lod:71,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[70,71,90],lodtensordesc:91,log:[5,22,100],logic:39,logsigmoid:22,look:107,low:[74,83,87],lstm:[9,119],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,71],macro:81,main:56,make:62,manag:[34,110],map:[80,81],master:[35,39,43,44],math:[8,88],mathemat:31,matmul:22,matrix:[64,119],max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:56,memori:[8,62,70,88],merge_lod_tensor:22,messag:87,method:71,might:56,migrat:81,mileston:81,mini:80,minibatch:13,misc:8,mix:[8,121],mkl:[63,64],mkldnn:65,mkldnn_helper:65,mkldnndevicecontext:65,mnist:14,mobil:126,model:[2,3,28,30,38,40,42,54,56,66,71,97,98,111,121],modifi:114,modul:[81,88,104],momentum:10,momentumoptim:24,more:56,motiv:[32,50,66,73,78],movielen:14,msrainiti:20,mul:22,multi:46,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:80,multiplex:8,mxnet:58,name:[85,113],nccl:73,nce:8,necess:79,necessari:81,need:[80,99,108],nest:70,net:23,network:[9,81,98,121],neural:98,nlp:[9,119],non:[2,112],norm:[8,83],normaliniti:20,note:31,numer:31,numpi:31,nvprof:108,nvvp:108,object:35,offset:71,ones:22,onli:[80,85],op_mak:81,openmpi:115,oper:[55,59,62,65,69,74,77,79,81,82,86,90,102],opinfomap:81,opkernel:[81,88,102,103],opproto:87,ops:83,optim:[10,24,35,40,57,62,72,79,106],option:[52,92],opwithkernel:81,order:52,org:105,origin:81,orthogon:85,other:64,out_prod:8,outlin:118,output:[8,111,113],overview:[42,48,50,63,64,81,85,109],pack:[63,71],packag:[34,95],pad:8,paddl:[38,73,80,85,104],paddlejob:43,paddlepaddl:[30,33,54,63,64,74,77,83,84,92,93,95,105,109,112,113,114,122,123,124,125],pair:113,paradigm:54,parallel_nn:121,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,64,74,75,79,83,110,112,113,119,120],parameteraverageoptim:74,parent:85,part:57,partit:40,pass:[92,121],path:[42,52],penalti:83,perform:[74,107,108,119],persist:39,pfsclient:[51,52],pfsserver:51,pip:95,place:[62,69,88,103],placement:45,platform:110,pnpair:7,point:[63,113],polici:62,pool2d:22,pool:[8,11],pose:[60,82],potenti:61,pow:22,power:8,precision_recal:7,predict:4,prefetch:80,prelu:8,prepar:[110,111,112,113,115,124],principl:65,print:7,privat:113,pro:127,problem:[49,60,61,62,69,72,82,89],procedur:127,process:[35,40,43,72,81,99],profil:[26,107,108],program:[33,44,46,54,77,79,93,110,112],programdesc:77,project:34,propos:[60,82,83],protobuf:86,protomak:102,provid:[2,80],prune:78,pserver:42,pull:93,pydataprovider2:2,python:[4,31,43,45,63,64,70,72,74,79,80,83,87,91,101,102,107],qualiti:81,queue:[35,39],quick:96,randomnumb:119,rank:7,rank_cost:8,raspberri:125,reader:[12,13,30,80],readi:112,realiz:81,reciproc:22,recoveri:35,recurr:[8,9,98],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:81,refer:[2,45,47,62,63,64,108],region:113,regist:[60,81,87,102,103],registr:[81,82],registri:81,regular:[27,40,83],rel:71,relat:[81,90],relu6:22,relu:[5,22],remark:102,remot:41,remoteexecutor:45,render:113,repeat:8,represent:[33,81],requir:[34,56],reshap:[8,22],resiz:8,result:[111,114],retri:39,reus:79,review:100,rmsprop:10,rnn:[70,90,97,98,119],rnnop:[33,70,81],roi_pool:8,rotat:8,round:22,route53:113,row:86,row_conv:8,row_l2_norm:8,run:[50,92,93,102,109,114],runtim:[43,95],sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,70,81,85],script:[112,114],search:71,secur:113,select:[40,86],selectedrow:86,selective_fc:8,sentiment:14,separ:81,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[71,98],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_reshap:22,sequence_softmax:22,sequencesoftmax:5,sequenti:2,server:[35,39,40,43,47,110,112,113,119],servic:113,set:120,setup:[113,123],sextant:127,sgd:119,sgdoptim:24,shape:71,share:[30,32,62,85],should:85,shrink_memori:22,shuffl:80,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:[71,98],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:80,slice:[8,112],slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[60,61,62,63,69,78,82,89],some:99,sourc:[92,94,109],spars:[40,41,42,86,121],specifi:121,split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,standard:100,stanh:5,start:[30,96,110,113,114],startup:114,statement:49,step:[70,94],storag:83,store:35,strategi:62,style:100,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:80,suitabl:34,sulut:65,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:66,support:[53,73,88,90],survei:[53,58,83,127],swish:22,synopsi:52,system:[54,113],tabl:68,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:113,tecton:127,templat:113,tensor:[8,81,88,104],tensorarrai:[71,90],tensordesc:91,tensorflow:58,test:[63,64,65,92,100,101,102,119,121],text_conv_pool:9,theori:31,thi:85,think:56,three:90,thresholded_relu:22,time:109,timelin:42,timer:108,tip:108,todo:[36,37,46],togeth:85,toler:35,tool:[34,105,108,110,127],toolchain:125,topic:88,topk:22,toward:54,train:[29,30,35,38,41,43,45,72,80,93,110,111,112,113,114,115,119,121],trainer:[29,35,40,42,43,110,113],tran:8,trans_full_matrix_project:8,transform:89,translat:71,transpil:[45,46,47,62,73],transpos:22,tune:[108,119],ture:54,two:31,type:[69,92,102],uci_h:14,uniform:90,uniforminiti:20,unit:[63,64,65,100,101,102,119],unpack:71,updat:[30,41,42,105,112,113],usag:[32,48,70,71,80,104,106],use:[38,80,104],user:35,using:99,util:7,valu:79,value_print:7,vardesc:91,variabl:[32,62,79,81,85,91],vector:119,verifi:113,version:[44,53,95],vgg_16_network:9,volum:113,vpc:113,warp_ctc:8,weightdecayregular:27,what:[38,42,99,108],when:[42,85],whl:95,why:[53,54,74,80,81,90,108],wmt14:14,worker:44,workflow:100,wrapper:101,write:[100,101,102,103,105],www:105,xavieriniti:20,yaml:114,your:[93,103,112],zero:22}})
\ No newline at end of file
diff --git a/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt
index 0eb531cf021bd63c5ad93d9a1d12e9be811e4407..986026e0b9364076e777e4ba66c990fbecfa83d8 100644
--- a/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt
+++ b/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt
@@ -504,3 +504,8 @@ l2_normalize
------------
.. autofunction:: paddle.v2.fluid.layers.l2_normalize
:noindex:
+
+sequence_reshape
+----------------
+.. autofunction:: paddle.v2.fluid.layers.sequence_reshape
+ :noindex:
diff --git a/develop/doc_cn/api/v2/fluid/layers.html b/develop/doc_cn/api/v2/fluid/layers.html
index 3ca7a5415ece3ae353efba2e44f4ca78ab1138ea..72f493a2260dd7fa33f6277e86d00a63fd65717a 100644
--- a/develop/doc_cn/api/v2/fluid/layers.html
+++ b/develop/doc_cn/api/v2/fluid/layers.html
@@ -3359,6 +3359,62 @@ will be named automatically.
+
+paddle.v2.fluid.layers.sequence_reshape(input, new_dim)Sequence Reshape Layer
+This layer will rearrange the input sequences. The new dimension is set by +user. Length of each sequence is computed according to original length, +original dimension and new dimension. The following example will help to +illustrate the function of this layer:
+x is a LoDTensor:
+ x.lod = [[0, 2, 6]]
+ x.data = [[1, 2], [3, 4],
+ [5, 6], [7, 8], [9, 10], [11, 12]]
+ x.dims = [6, 2]
+
+set new_dim = 4
+
+then out is a LoDTensor:
+ out.lod = [[0, 1, 3]]
+ out.data = [[1, 2, 3, 4],
+ [5, 6, 7, 8], [9, 10, 11, 12]]
+ out.dims = [3, 4]
+Currently, only 1-level LoDTensor is supported and please make sure +(original length * original dimension) can be divided by new dimension with +no remainder for each sequence.
+| εζ°: |
|
+
|---|---|
| θΏε: | Reshaped LoDTensor according to new dimension. + |
+
| θΏεη±»ε: | Variable + |
+
Examples
+x = fluid.layers.data(name='x', shape=[5, 20],
+ dtype='float32', lod_level=1)
+x_reshaped = layers.sequence_reshape(input=x, new_dim=10)
+IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\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","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u7f16\u8bd1 PaddlePaddle \u9884\u6d4b\u5e93","PaddlePaddle C-API","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API \u4f7f\u7528\u6d41\u7a0b","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":128,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0b\u8f7d\u6570\u636e":127,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":92,"\u4e0d\u4f7f\u7528":67,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":67,"\u4e0d\u540c\u7684":96,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":67,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4e24\u79cd\u4f7f\u7528":96,"\u4e3a\u4ec0\u4e48\u8981":109,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":118,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":118,"\u4ec5\u4ec5\u4f7f\u7528void":67,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4ece\u6e90\u7801\u7f16\u8bd1":98,"\u4ee3\u7801\u8981\u6c42":110,"\u4f7f\u7528":[110,127],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":124,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u4f7f\u7528\u6848\u4f8b":135,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":135,"\u4f7f\u7528\u6d41\u7a0b":123,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":128,"\u4f7f\u7528\u8bf4\u660e":115,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":99,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":99,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":99,"\u4f7f\u7528docker\u6784\u5efa":114,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":125,"\u4f7f\u7528paddlepaddl":114,"\u4f7f\u7528pip\u5b89\u88c5":101,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":110,"\u4fee\u6539\u542f\u52a8\u811a\u672c":127,"\u4fee\u6539\u6587\u6863":114,"\u514b\u9686":110,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":68,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":118,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":111,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":125,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[137,138],"\u51c6\u5907\u6570\u636e\u96c6":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":128,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":124,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":123,"\u51c6\u5907openmpi\u96c6\u7fa4":129,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":95,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":95,"\u51fa\u73b0":96,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"\u5206\u652f\u89c4\u8303":84,"\u521b\u5efa\u672c\u5730\u5206\u652f":110,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":123,"\u521b\u5efajob":128,"\u521b\u5efapaddlepaddl":127,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":123,"\u5220\u9664\u672c\u5730\u5206\u652f":110,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":110,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":95,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":110,"\u5236\u4f5c\u955c\u50cf":128,"\u5236\u4f5cdocker\u955c\u50cf":127,"\u524d\u5411\u8ba1\u7b97":123,"\u524d\u5411operator\u5355\u6d4b":112,"\u52a0\u8f7d\u6a21\u578b":123,"\u52a0\u8f7dpaddlepaddl":102,"\u52a0\u901f\u6267\u884c":36,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u52a8\u6001\u6269\u5bb9":36,"\u5355\u5143\u6d4b\u8bd5":133,"\u5355\u53cc\u5c42rnn":105,"\u539f\u56e0":67,"\u539f\u56e0\u5217\u8868":67,"\u53c2\u6570\u5185\u5b58":95,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":133,"\u53c2\u6570\u6982\u8ff0":132,"\u53c2\u6570\u8bbe\u7f6e":97,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":51,"\u53c2\u8003\u8d44\u6599":118,"\u53cc\u5c42rnn":105,"\u53cc\u5c42rnn\u4ecb\u7ecd":107,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":107,"\u53cd\u5411operator\u5355\u6d4b":112,"\u53d1\u5e03docker\u955c\u50cf":84,"\u53d1\u5e03wheel\u5305\u5230pypi":84,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":109,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":101,"\u540d\u8bcd\u89e3\u91ca":51,"\u5411\u91cf":133,"\u542f\u52a8\u4efb\u52a1":128,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":124,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":124,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":124,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[125,129],"\u5440":109,"\u548c":104,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":135,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":124,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":99,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":129,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":113,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[102,122],"\u57fa\u672c\u539f\u7406":107,"\u57fa\u672c\u8981\u6c42":67,"\u5982\u4f55\u4e66\u5199\u6587\u6863":114,"\u5982\u4f55\u4f7f\u7528":96,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":97,"\u5982\u4f55\u5199\u65b0\u7684oper":112,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":95,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":97,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":97,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":97,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":95,"\u5982\u4f55\u66f4\u65b0www":114,"\u5982\u4f55\u6784\u5efa\u6587\u6863":114,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":97,"\u5982\u4f55\u8c03\u7528":95,"\u5982\u4f55\u8d21\u732e":114,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":110,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":97,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":105,"\u5b50\u5e8f\u5217\u95f4\u6709memori":105,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":97,"\u5b89\u88c5":101,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":100,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"\u5b89\u88c5\u6d41\u7a0b":100,"\u5b9a\u4e49operator\u7c7b":112,"\u5b9a\u4e49opkernel\u7c7b":112,"\u5b9a\u4e49protomaker\u7c7b":112,"\u5b9e\u73b0":67,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":112,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":111,"\u5b9e\u73b0\u65b9\u5f0f":68,"\u5b9e\u73b0\u8ba1\u7b97":113,"\u5b9e\u73b0c":[111,112],"\u5b9e\u73b0python\u5c01\u88c5":111,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":117,"\u5bfc\u51fac":67,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":135,"\u5c0f\u7ed3":2,"\u5de5\u5177":118,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":101,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":100,"\u5e76\u5b8c\u6210":110,"\u5efa\u7acb":110,"\u5f00\u53d1\u6807\u51c6":115,"\u5f00\u59cb\u5f00\u53d1":110,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":133,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u5feb\u901f\u5b89\u88c5":103,"\u5feb\u901f\u5f00\u59cb":103,"\u6027\u80fd\u4f18\u5316":115,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":118,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":118,"\u6027\u80fd\u8c03\u4f18":133,"\u603b\u4f53\u6d41\u7a0b":109,"\u603b\u7ed3":122,"\u6216\u8005\u662f":92,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":98,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":92,"\u62a5importerror":92,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":67,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":95,"\u63a8\u5bfc\u65b9\u7a0b":111,"\u63a8\u6d4b\u6267\u884c":36,"\u63d0\u4ea4":110,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":110,"\u63d0\u4ea4\u955c\u50cf":127,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":102,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":104,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6570\u636e\u652f\u6301":133,"\u6574\u4f53\u65b9\u6848":128,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u6587\u6863":136,"\u65b0\u624b\u5165\u95e8":103,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":93,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":105,"\u65f6\u95f4\u6b65":105,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":68,"\u672c\u5730\u6d4b\u8bd5":135,"\u672c\u5730\u8bad\u7ec3":135,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":95,"\u672f\u8bed":36,"\u6784\u5efa\u548c\u6d4b\u8bd5":110,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":137,"\u67b6\u6784\u56fe":51,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":127,"\u67e5\u770b\u8f93\u51fa":128,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":51,"\u6848\u4f8b\u4e00":135,"\u6848\u4f8b\u4e8c":135,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":125,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":125,"\u6982\u5ff5\u7b80\u4ecb":112,"\u6982\u5ff5\u89e3\u91ca":37,"\u6982\u8ff0":[104,107,120,124],"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":68,"\u6a21\u578b\u914d\u7f6e":[96,105,115],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":105,"\u6ce8\u518coper":112,"\u6ce8\u610f\u4e8b\u9879":[2,112,123],"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u6d4b\u8bd5":133,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"\u6e05\u7406":123,"\u73af\u5883\u51c6\u5907":124,"\u751f\u6210\u5e8f\u5217":108,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":109,"\u7684\u533a\u522b":96,"\u7684\u53c2\u6570":96,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":96,"\u76ee\u5f55\u7ed3\u6784":68,"\u76ee\u6807":51,"\u76f4\u63a5\u6784\u5efa":114,"\u76f8\u5173\u6982\u5ff5":107,"\u77e9\u9635":133,"\u793a\u4f8b1":105,"\u793a\u4f8b2":105,"\u793a\u4f8b3":105,"\u793a\u4f8b4":105,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":95,"\u7a00\u758f\u8bad\u7ec3":135,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":122,"\u7b26\u53f7":67,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u7c7b":[67,111,112],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":102,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":122,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[122,123],"\u7ec6\u8282\u63cf\u8ff0":133,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":125,"\u7ed1\u5b9apython":112,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":123,"\u7f16\u5199yaml\u6587\u4ef6":127,"\u7f16\u8bd1":[112,120],"\u7f16\u8bd1\u4f9d\u8d56":98,"\u7f16\u8bd1\u548c\u5b89\u88c5":[137,138,139],"\u7f16\u8bd1\u548c\u6267\u884c":112,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":92,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":92,"\u7f16\u8bd1\u65b9\u6cd5":98,"\u7f16\u8bd1\u6d41\u7a0b":100,"\u7f16\u8bd1\u9009\u9879":[68,98],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":98,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":98,"\u7f16\u8bd1paddlepaddl":137,"\u7f29\u5bb9":36,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u80cc\u666f":67,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":133,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":99,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3":133,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":95,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8bad\u7ec3\u6a21\u578b":102,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":95,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":134,"\u8bcd\u6c47\u8868":105,"\u8be6\u7ec6\u6559\u7a0b":118,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":105,"\u8f6c\u6362\u5e93":37,"\u8f93\u5165":[107,122],"\u8f93\u5165\u4e0d\u7b49\u957f":105,"\u8f93\u5165\u793a\u4f8b":107,"\u8f93\u51fa":107,"\u8f93\u51fa\u6570\u636e":122,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":122,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":122,"\u8fd0\u884c\u5bb9\u5668":127,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":101,"\u8fd0\u884cdocker":92,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":67,"\u8fdb\u884c\u8bad\u7ec3":[37,127],"\u8fdb\u9636\u6307\u5357":115,"\u901a\u7528":133,"\u9047\u5230":92,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[137,138,139],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u914d\u7f6e\u7f51\u7edc":102,"\u94a9\u5b50":110,"\u94fe\u63a5\u8bf4\u660e":120,"\u9519\u8bef\u600e\u4e48\u529e":96,"\u968f\u673a\u6570":133,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":93,"\u96c6\u7fa4\u8bad\u7ec3":135,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":93,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":109,"\u975e\u6cd5\u6307\u4ee4":92,"\u9884\u6d4b\u5e93":120,"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[45,46,47,73,141],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":105,"api\u5e93":137,"beam_search\u7684\u751f\u6210":105,"book\u4e2d\u6240\u6709\u7ae0\u8282":84,"book\u6559\u7a0b":99,"case":32,"class":[56,75,79],"cmake\u6e90\u7801\u7f16\u8bd1":92,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":61,"float":95,"function":[34,55,56,79],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":135,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":118,"gpu\u955c\u50cf\u51fa\u73b0":92,"group\u6559\u7a0b":107,"import":92,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":138,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"kubernetes\u5355\u673a\u8bad\u7ec3":127,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":88,"org\u5de5\u5177":114,"paddle\u52a8\u6001\u5e93\u4e2d":67,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":67,"paddle\u7248\u672c\u53f7\u4e3a0":92,"paddlepaddle\u53d1\u884c\u89c4\u8303":84,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":84,"paddlepaddle\u73af\u5883\u4f9d\u8d56":101,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":98,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":139,"pod\u95f4\u901a\u4fe1":128,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":117,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":92,"return":[79,80],"rnn\u76f8\u5173\u6a21\u578b":106,"rnn\u914d\u7f6e":108,"switch":[65,88],"tensor\u4f7f\u7528\u6837\u4f8b":113,"tensor\u5230eigentensor\u7684\u8f6c\u6362":113,"tensor\u6a21\u5757":113,AWS:126,Abs:5,DNS:126,EFS:126,For:34,KMS:126,The:[33,40,44,50,54,56,57,59,60,69,72,75,81,82],Use:[33,77],Using:[34,40],With:43,about:56,abs:22,absolut:71,access:126,account:126,accuraci:22,action:[63,64],activ:[5,8,64],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[62,65,126],address:126,addto:8,advanc:88,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,70,78],all:[85,90],analog:44,analysi:[45,62],anneal:97,api:[0,3,45,63,64,68,72,74,79,83,87,121,123],appendix:141,applic:3,arbitrari:54,architectur:[45,76],argument:[52,80],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:126,assign:22,associ:[85,126],assumpt:141,async:133,attent:108,attribut:[6,62,83],auc:7,auto:31,averag:74,avg:11,aws:126,backgraound:31,background:[47,63,88,89,90,91],backward:[32,54,57,81],base:[43,71],basepool:11,basic:[62,88,141],batch:80,batch_norm:[8,22],batch_siz:80,beam:71,beam_search:8,beam_search_decod:22,becaus:97,benchmark:[63,64],benefit:[47,81],between:[30,79,81,87,88],bidirectional_gru:9,bidirectional_lstm:9,big:97,bilinear_interp:8,binari:33,bla:98,block:[33,56,57,77,79,81],block_expand:8,blockdesc:77,bootstrap:141,bottleneck:116,brelu:[5,22],bring:141,bucket:126,build:[32,56,81],cach:2,can:85,capi:68,capi_priv:68,cast:22,ceil:22,challeng:[32,47,78],chang:71,check:[8,31],checker:31,checkpoint:[35,36,42],choic:61,choos:[34,126],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],clone:110,close:31,cloudform:126,cluster:[41,126,141],cmake:[34,63,64],code:[43,79,116,119],column_sum:7,commit:110,compar:141,comparis:79,compat:54,compil:[33,53,54,77,81,119],complet:54,compos:80,comput:[33,57,65,81,83],con:141,concat:[8,22],concept:[79,81,126],concern:64,conclus:[42,58,141],concurr:44,condit:56,config:3,configur:[28,126],conll05:14,connect:8,constantiniti:20,construct:57,content:[2,63,64,68,92,93,95,96,97,104,118,126],context_project:8,control:[62,81],contruct:62,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,79,126],corner:32,cos_sim:[8,22],cost:8,cpu:46,creat:[32,80,81,85,126],create_arrai:22,creation:[39,74,83],creator:80,credenti:126,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[53,92,98],cudnn:98,cudnnavg:11,cudnnmax:11,current:[53,82],custom:80,data:[8,12,13,22,35,45,80,89,126],datafeed:[13,17],dataflow:62,dataprovid:[3,133],dataset:[12,14,35,39],datatyp:[13,69],decayedadagrad:10,decayedadagradoptim:24,decod:71,decor:80,deep:[33,54],defin:126,definit:91,delet:126,demo:[56,126],dens:42,depend:56,deploi:43,describ:[54,72],descript:[52,81],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,55,56,57,60,63,64,65,66,69,70,71,72,73,75,77,79,80,81,82,85,86,88,90],destroi:[85,126],detail:38,detect:[7,8],detection_map:7,detection_output:8,develop:81,devic:88,devicecontext:88,dictionari:80,differ:[81,88],directori:126,discrimin:56,discuss:[47,56],dispatch:[35,39],distribut:[30,35,38,43,45,47,126],dnn:64,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,55,57,60,63,64,65,66,69,73,75,77,79,80,81,82,86,88],docker:[43,109],doe:80,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:126,download:126,driver:92,drop_out:96,dropout:[8,22],duplic:96,dure:[71,80],dylib:68,dynam:[35,90],dynamic_lstm:22,dynet:58,ec2:126,eigen:113,elast:126,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:56,enough:31,entri:80,environ:43,eos:8,error:48,evalu:[7,18,49],event:[29,30,76],evolut:54,examin:116,exampl:[30,34,44,59,68],except:95,execut:[33,46,54,77,81],executor:[19,50],exp:[5,22],expand:[8,104],expandlevel:8,explain:31,extern:126,factor:8,factorization_machin:8,faq:94,fault:35,file:[33,116,126],fill_const:22,fill_constant_batch_size_lik:22,find:126,first_seq:[8,104],float16:53,floor:22,flow:62,fluid:[16,44,54,65,73,119],fork:110,format:[33,35,66],forward:57,frame:33,framework:[31,113],from:[30,42,87],full_matrix_project:8,fulli:8,functor:88,futur:54,gan:56,gate:108,gated_unit:8,gener:[56,71,116,141],get_output:8,give:80,global:[77,79],glu:23,gpu:133,grad_op:32,gradient:[31,32,40,64,82],gradient_print:7,graident:31,graph:[57,58,62,81,83],group:[8,126],gru:[9,133],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,handler:[30,67],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,helper:79,hierarchi:33,high:[72,74,83,87],how:[31,38,74,80,81,88],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:126,ident:5,identifi:116,identity_project:8,ifels:59,ifelseop:33,illeg:92,imag:[8,9,15,43],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,66,70,73,74,79,80,81,82,83],increment:22,infer:[29,95],infershap:[77,86],infervartyp:60,ingredi:30,ingress:51,init_hook:2,initi:[20,40,56,126],input_typ:2,insid:85,inspect:126,instal:[126,141],instanc:126,instead:80,instruct:92,insuffici:92,integr:[88,126],intel:[63,64],interact:87,interfac:[12,13,15,31,35,40,41,50,72,80,85],intermedi:81,interpol:8,introduc:[71,90],introduct:[76,83],is_paramet:21,isn:80,issu:[53,110],job:[35,43,126,127],join:8,kei:[63,69,126],kernel:[65,69,81],kmax_sequence_scor:8,kube:126,kubectl:126,kubernet:[43,126,127],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,54],larg:38,last_seq:[8,104],layer:[8,22,30,55,63,64,79,96],layout:69,leaky_relu:22,learn:[33,54,97],learnabl:8,less_than:22,leval:87,level:[72,74,83,87],libpaddle_capi_shar:68,libpaddle_capi_whol:68,librari:[40,53,69,81,88],limit:45,linear:5,linear_chain_crf:22,linear_comb:8,list:[36,80],live:62,local:[45,85,126],lod:71,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[70,71,90],lodtensordesc:91,log:[5,22],logic:39,logsigmoid:22,look:116,low:[74,83,87],lstm:[9,133],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,71],macro:81,main:56,make:62,manag:34,map:[80,81],master:[35,39,43,44],math:[8,88],mathemat:31,matmul:22,matrix:64,max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:56,memori:[8,62,70,88,96,105,107],merge_lod_tensor:22,messag:[87,97],method:71,might:56,migrat:81,mileston:81,mini:80,minibatch:13,misc:8,mix:8,mkl:[63,64],mkldnn:65,mkldnn_helper:65,mkldnndevicecontext:65,mnist:14,mobil:140,model:[3,28,30,38,40,42,54,56,66,71,108],modul:[81,88,92],momentum:10,momentumoptim:24,more:56,motiv:[32,50,66,73,78],movielen:14,msrainiti:20,mul:22,multi:46,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:80,multiplex:8,mxnet:58,name:[85,92,96,126],nccl:73,nce:8,necess:79,necessari:81,need:80,nest:70,net:23,network:[9,81,108],neural:108,nlp:[9,133],norm:[8,83],normaliniti:20,note:31,numer:31,numpi:31,nvprof:118,nvvp:118,object:35,offset:71,ones:22,onli:[80,85],op_mak:81,oper:[55,59,62,65,69,74,77,79,81,82,86,90],opinfomap:81,opkernel:[81,88],opproto:87,ops:83,optim:[10,24,35,40,57,62,72,79],option:52,opwithkernel:81,order:52,org:114,origin:81,orthogon:85,other:64,out_prod:8,output:[8,126],overview:[42,48,50,63,64,81,85,119],pack:[63,71],packag:34,pad:8,paddl:[38,73,80,85,92,96,113],paddlejob:43,paddlepaddl:[30,33,54,63,64,74,77,83,84,92,114,119,120,121,126,136],pair:126,paradigm:54,parallel_nn:135,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,64,74,75,79,83,126],parameteraverageoptim:74,parent:85,part:57,partit:40,path:[42,52],penalti:83,perform:[74,116,133],persist:39,pfsclient:[51,52],pfsserver:51,place:[62,69,88],placement:45,platform:92,pnpair:7,point:[63,95,126],polici:62,pool2d:22,pool:[8,11,104],pose:[60,82],potenti:61,pow:22,power:8,pre:110,precision_recal:7,prefetch:80,prelu:8,prepar:126,principl:65,print:7,privat:126,pro:141,problem:[49,60,61,62,69,72,82,89],procedur:141,process:[35,40,43,72,81],profil:[26,116],program:[33,44,46,54,77,79],programdesc:77,project:34,propos:[60,82,83],protobuf:86,protocol:97,provid:[2,80],prune:78,pserver:42,pull:110,push:110,python:[31,43,45,63,64,70,72,74,79,80,83,87,91,116,122],qualiti:81,queue:[35,39],rank:7,rank_cost:8,raspberri:139,rate:97,reader:[12,13,30,80],realiz:81,reciproc:22,recoveri:35,recurr:[8,9,96,107,108],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:81,refer:[2,45,47,62,63,64],region:126,regist:[60,81,87],registr:[81,82],registri:81,regular:[27,40,83],reject:97,rel:71,relat:[81,90],relu6:22,relu:[5,22],remot:41,remoteexecutor:45,render:126,repeat:8,represent:[33,81],request:110,requir:[34,56],reshap:[8,22],resiz:8,retri:39,reus:79,rmsprop:10,rnn:[70,90,105,133],rnnop:[33,70,81],roi_pool:8,rotat:8,round:22,route53:126,row:86,row_conv:8,row_l2_norm:8,run:[50,119],runtim:43,sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,70,81,85],search:71,secur:126,select:[40,86],selectedrow:86,selective_fc:8,sentiment:14,separ:81,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[71,108],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_softmax:22,sequencesoftmax:5,server:[35,39,40,43,47,126],servic:126,setup:126,sextant:141,sgd:133,sgdoptim:24,shape:71,share:[30,32,62,85],should:85,shrink_memori:22,shuffl:80,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:71,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:80,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[60,61,62,63,69,78,82,89],sourc:119,spars:[40,41,42,86],split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,stanh:5,start:[30,126],statement:49,step2:123,step:[70,123],storag:83,store:35,strategi:62,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:80,suitabl:34,sulut:65,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:66,support:[53,73,88,90,92],survei:[53,58,83,141],swish:22,synopsi:52,system:[54,126],tabl:68,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:126,tecton:141,templat:126,tensor:[8,81,88,113],tensorarrai:[71,90],tensordesc:91,tensorflow:58,test:[63,64,65],text_conv_pool:9,theori:31,thi:[85,92],think:56,three:90,thresholded_relu:22,time:119,timelin:42,todo:[36,37,46],togeth:85,toler:35,too:97,tool:[34,141],topic:88,topk:22,toward:54,train:[29,30,35,38,41,43,45,72,80,126],trainer:[29,35,40,42,43,126],tran:8,trans_full_matrix_project:8,transform:89,translat:71,transpil:[45,46,47,62,73],transpos:22,tune:133,ture:54,two:31,type:69,uci_h:14,uniform:90,uniforminiti:20,unit:[63,64,65],unpack:71,updat:[30,41,42,126],usag:[32,48,70,71,80],use:[38,80],user:35,util:7,valu:79,value_print:7,vardesc:91,variabl:[32,62,79,81,85,91],verifi:126,version:[44,53,92],vgg_16_network:9,volum:126,vpc:126,warp_ctc:8,weightdecayregular:27,what:[38,42],wheel:92,when:[42,85],whl:92,why:[53,54,74,80,81,90],wmt14:14,worker:44,xavieriniti:20,zero:22}})
\ No newline at end of file
+Search.setIndex({docnames:["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/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","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/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_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/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/capi/compile_paddle_lib_cn","howto/usage/capi/index_cn","howto/usage/capi/organization_of_the_inputs_cn","howto/usage/capi/workflow_of_capi_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["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/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.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/large_model_dist_train.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/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","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/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/capi/compile_paddle_lib_cn.md","howto/usage/capi/index_cn.rst","howto/usage/capi/organization_of_the_inputs_cn.md","howto/usage/capi/workflow_of_capi_cn.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[27,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[27,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":118,"01org":92,"03m":118,"0424m":118,"0473v3":9,"04\u4ee5\u4e0a":101,"04\u4ee5\u53camaco":103,"055ee37d":126,"0630u":118,"06u":118,"0810u":118,"08823112e":4,"0957m":118,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":133,"0\u5c42\u5e8f\u5217":104,"0_cudnn5":98,"0_cudnn5_avx_mkl":[99,101],"0_cudnn7_avx_mkl":101,"0ab":8,"0rc1":84,"0rc2":84,"0x10f256d50":58,"0x7ffe4de00110":58,"100gi":126,"100m":95,"10g":43,"1150u":118,"11\u5b9e\u73b0\u4e86c":68,"11e6":127,"12194102e":4,"124n":118,"12\u4ee5\u4e0a":101,"12\u64cd\u4f5c\u7cfb\u7edf":92,"12gb":62,"13m":127,"1490u":118,"14\u7248\u672c\u4ee5\u4e0a\u7684":139,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":135,"15501715e":4,"1550u":118,"15\u884c":105,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":97,"16u":118,"173n":118,"1770u":118,"18ad":126,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":127,"197u":118,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":98,"1\u7684\u5c42\u4e4b\u5916":135,"1\u7a00\u758f\u6570\u636e":111,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":135,"1st":22,"210u":118,"211839e770f7b538e2d8":9,"215n":118,"228u":118,"2520u":118,"25639710e":4,"2680u":118,"26\u884c":105,"27787406e":4,"279n":118,"27m":118,"285m":118,"2863m":118,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":118,"2977m":118,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":97,"2\u4e2a\u5b50\u5e8f\u5217":122,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":128,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":135,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":128,"2cbf7385":126,"2nd":22,"302n":118,"30u":118,"32777140e":4,"328n":118,"32u":118,"32x32":14,"331n":118,"3320u":118,"36540484e":4,"365e":126,"36u":118,"3710m":118,"3768m":118,"387u":118,"38u":118,"3920u":118,"39u":118,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":101,"3\u53f7gpu":95,"4035m":118,"4090u":118,"4096mb":133,"4279m":118,"43630644e":4,"43u":118,"448a5b355b84":127,"4560u":118,"4563m":118,"45u":118,"4650u":118,"4726m":118,"473m":127,"48565123e":4,"48684503e":4,"49316648e":4,"4\u4e2a\u5e8f\u5217\u7684\u957f\u5ea6\u5206\u522b\u4e3a":122,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":97,"4gb":133,"500m":95,"50bd":126,"50gi":126,"51111044e":4,"514u":118,"525n":118,"526u":118,"53018653e":4,"536u":118,"5460u":118,"5470u":118,"54u":118,"5690m":118,"573u":118,"578n":118,"5798m":118,"586u":118,"58s":127,"5969m":118,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":101,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":101,"5_cudnn5_avx_mkl":101,"5_cudnn5_avx_openbla":[101,103],"6080u":118,"6140u":118,"6305m":118,"639u":118,"64\u5e73\u53f0\u4e3a\u4f8b":137,"64m":66,"655u":118,"6780u":118,"6810u":118,"682u":118,"6970u":118,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":118,"6\u4ee5\u4e0a":[101,103],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":101,"6ce9":126,"704u":118,"70634608e":4,"7090u":118,"72296313e":4,"72u":118,"73u":118,"75u":118,"760u":118,"767u":118,"783n":118,"784u":118,"78m":118,"7\u4ee5\u4e0a":137,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":101,"7\u4ee5\u4e0b":137,"7\u548cpip":92,"7\u7248\u672c\u5f00\u59cb":137,"7\u7cfb\u5217":101,"7eamaa":14,"7kb":127,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":114,"8250u":118,"8300u":118,"830n":118,"849m":118,"85625684e":4,"861u":118,"8661m":118,"892m":118,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":97,"901n":118,"90u":118,"918u":118,"9247m":118,"924n":118,"9261m":118,"93137714e":4,"9330m":118,"94u":118,"9530m":118,"96644767e":4,"983m":118,"988u":118,"997u":118,"99982715e":4,"99u":118,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":138,"9f18":127,"\u4e00":105,"\u4e00\u4e2a":122,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":112,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":51,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":127,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":107,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":107,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":107,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":107,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":139,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":95,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":118,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":104,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":104,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":36,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":111,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":111,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":111,"\u4e00\u4e2a\u8f93\u51fa\u6570\u636e\u540c\u6837\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":122,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":112,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":97,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":51,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":133,"\u4e00\u4e2agradientmachine\u7c7b\u7684\u5bf9\u8c61\u7ba1\u7406\u7740\u4e00\u7ec4\u8ba1\u7b97\u5c42":123,"\u4e00\u4e2alabel":105,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":108,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":51,"\u4e00\u4e9b\u60c5\u51b5\u4e3a\u4e86\u4fbf\u4e8e\u53d1\u5e03":123,"\u4e00\u4eba":105,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":107,"\u4e00\u53f0\u7535\u8111":109,"\u4e00\u65e9":105,"\u4e00\u662fbatch":95,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":109,"\u4e00\u6b21\u6027\u676f\u5b50":105,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u7ef4\u6570\u7ec4":[122,123],"\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u4e00\u81f4":[104,105],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":84,"\u4e00\u822c\u4ece":110,"\u4e00\u822c\u5728paddlepaddle\u4e2d":105,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":97,"\u4e00\u822c\u6765\u8bf4":108,"\u4e00\u822c\u7531mkl":64,"\u4e00\u822c\u8868\u793a":105,"\u4e00\u822c\u8bbe\u7f6e":97,"\u4e00\u8282":123,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,102],"\u4e0a":110,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":51,"\u4e0a\u4f20\u65b9\u6cd5":84,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":124,"\u4e0a\u56fe\u4e2d\u7684":122,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":105,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":128,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":51,"\u4e0a\u7f16\u8bd1\u5f88\u6162":109,"\u4e0a\u7f51":105,"\u4e0a\u8fd0\u884c":137,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":97,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":99,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":109,"\u4e0a\u8ff0\u7684":96,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":118,"\u4e0a\u8ff0paddlepaddl":84,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":112,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":112,"\u4e0b":[112,114],"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":84,"\u4e0b\u4f1a\u770b\u5230\u5982\u4e0b\u76ee\u5f55\u7ed3\u6784":120,"\u4e0b\u540c":97,"\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":118,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":111,"\u4e0b\u56fe\u662fcsr\u5b58\u50a8\u7a00\u758f\u77e9\u9635\u7684\u793a\u610f\u56fe":122,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":37,"\u4e0b\u627e\u5230":120,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":84,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":107,"\u4e0b\u6587\u4f1a\u8be6\u7ec6\u8fdb\u884c\u4ecb\u7ecd":122,"\u4e0b\u6587\u4f7f\u7528":128,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":127,"\u4e0b\u6587\u8be6\u7ec6\u89e3\u91ca":122,"\u4e0b\u6b21":105,"\u4e0b\u7684":[123,128],"\u4e0b\u8868\u5217\u51fa\u4e86python\u7aef\u8bad\u7ec3\u63a5\u53e3\u66b4\u9732\u7684\u6570\u636e\u7c7b\u578b":122,"\u4e0b\u8f7d":51,"\u4e0b\u8f7d\u5230\u672c\u5730":51,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":127,"\u4e0b\u8f7d\u5f97\u5230":84,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":99,"\u4e0b\u8f7dgpu\u7248\u672c":99,"\u4e0b\u9762":123,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":118,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":112,"\u4e0b\u9762\u4ee5":124,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":112,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":113,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":68,"\u4e0b\u9762\u5217\u51fa\u4e86":108,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":111,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":128,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":127,"\u4e0b\u9762\u662f":112,"\u4e0b\u9762\u662f\u5bf9":112,"\u4e0b\u9762\u662fc":123,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":97,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4ecegithub\u62c9\u53d6\u6700\u65b0\u4ee3\u7801":120,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e3a1":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u4e8c\u503c\u7a00\u758f\u77e9\u9635":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u542b\u6709\u4e09\u4e2a\u5143\u7d20":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5728\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u5e26\u5143\u7d20\u503c\u7684\u7a00\u758f\u77e9\u9635":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":111,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":112,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":111,"\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":102,"\u4e0b\u9762\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662f":122,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":104,"\u4e0d":105,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":51,"\u4e0d\u4ec5\u8981\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":109,"\u4e0d\u4f1a\u518d\u4ece":95,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":109,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":67,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":111,"\u4e0d\u4f7f\u7528c":67,"\u4e0d\u4f7f\u7528swig":67,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":112,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":112,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":112,"\u4e0d\u53ef\u4ee5\u66f4\u6539":84,"\u4e0d\u53ef\u518d\u8fdb\u884c\u62c6\u5206":122,"\u4e0d\u540c":64,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":96,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":112,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":133,"\u4e0d\u540c\u5e8f\u5217\u53ef\u80fd\u4f1a\u542b\u6709\u4e0d\u540c\u6570\u76ee\u4e2a\u5143\u7d20":122,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":108,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":67,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":95,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":128,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,102],"\u4e0d\u540c\u8ba1\u7b97\u5c42\u5bf9\u7a7a\u8f93\u5165\u7684\u5904\u7406\u7b56\u7565\u6709\u53ef\u80fd\u4e0d\u540c":122,"\u4e0d\u540c\u8bbe\u5907":112,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":67,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":107,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":107,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":105,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":113,"\u4e0d\u5728":68,"\u4e0d\u5bb9\u6613\u51fa\u9519":51,"\u4e0d\u5c11":105,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":67,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":67,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":107,"\u4e0d\u6307\u5b9a\u65f6":107,"\u4e0d\u652f\u6301":122,"\u4e0d\u652f\u6301\u5e8f\u5217\u957f\u5ea6\u4e3a":122,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,102],"\u4e0d\u662f\u771f\u6b63\u7684layer":96,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":96,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":67,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":110,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":37,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":112,"\u4e0d\u80fd\u592a\u968f\u610f":110,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":110,"\u4e0d\u8bba\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5728\u5185\u5b58\u4e2d\u5360\u7528\u591a\u5c11\u5b9e\u9645\u5b58\u50a8\u7a7a\u95f4":122,"\u4e0d\u8bba\u6570\u636e\u57df\u662f":122,"\u4e0d\u8bba\u662f\u4e00\u7ef4\u6574\u578b\u6570\u7ec4\u8fd8\u662f\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":122,"\u4e0d\u8bba\u662f\u5355\u5c42\u5e8f\u5217\u8fd8\u662f\u53cc\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u4e0d\u8fc7":105,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":109,"\u4e0d\u8fdc":105,"\u4e0d\u9519":105,"\u4e0d\u9700\u5728\u4f7f\u7528c":123,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":109,"\u4e0d\u9700\u8981\u63d0\u4f9b\u5143\u7d20\u503c":122,"\u4e0d\u9700\u8981\u8bbe\u7f6e":137,"\u4e0e":[64,112,117,128],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":51,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":64,"\u4e0e\u5176\u5b83":123,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":84,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":105,"\u4e0e\u53ef\u80fd\u6709\u7684":84,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":124,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":117,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":97,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":125,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":128,"\u4e0e\u8c03\u4f18":117,"\u4e0e\u8f93\u5165\u4e0d\u540c\u7684\u662f":123,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":95,"\u4e0ebatch":63,"\u4e0ejob":128,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":112,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":112,"\u4e0epython\u4e0d\u540c":117,"\u4e14":105,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":110,"\u4e14\u4f7f\u7528":120,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":67,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":117,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,102],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":105,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":68,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":67,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":67,"\u4e24":105,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":114,"\u4e24\u4e2a\u5d4c\u5957\u7684":107,"\u4e24\u4e2a\u64cd\u4f5c":118,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":105,"\u4e24\u4e2a\u90e8\u5206":114,"\u4e24\u4e2a\u9690\u5c42\u7684\u7b80\u5355\u5168\u8fde\u63a5\u7f51\u7edc":123,"\u4e24\u6b21":122,"\u4e24\u79cd\u5e38\u7528\u7684\u6a21\u578b\u52a0\u8f7d\u65b9\u5f0f":123,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":95,"\u4e24\u79cdblas\u5e93":98,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":95,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":84,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":95,"\u4e2a\u6027\u5316\u63a8\u8350":84,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":133,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":133,"\u4e2d":[63,64,67,68,95,111,112,113,117,122,128],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":110,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":124,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":64,"\u4e2d\u4f20\u5165\u53c2\u6570":124,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":124,"\u4e2d\u5143\u7d20\u4e2a\u6570\u603b\u662f\u7b49\u4e8e\u884c\u6570":122,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":95,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":105,"\u4e2d\u5199\u5165json\u5185\u5bb9":36,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":139,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":137,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":137,"\u4e2d\u5305\u542bc":[137,139],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":110,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":110,"\u4e2d\u542b\u6709\u591a\u4e2a\u5e8f\u5217":122,"\u4e2d\u5b8c\u5168\u4e00\u81f4":67,"\u4e2d\u5b9a\u4e49":108,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":107,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":64,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":68,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":63,"\u4e2d\u5f15\u5165\u7684":63,"\u4e2d\u6307\u5b9a":133,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":135,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":64,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":113,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":98,"\u4e2d\u64cd\u4f5c":122,"\u4e2d\u6587\u6587\u6863":114,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":114,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":105,"\u4e2d\u6839\u636e":63,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":95,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":128,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":133,"\u4e2d\u6dfb\u52a0":63,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":64,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":112,"\u4e2d\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684":123,"\u4e2d\u7684":[113,123],"\u4e2d\u7684\u4e00\u884c":[2,110],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":124,"\u4e2d\u7684\u504f\u79fb":122,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":110,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":84,"\u4e2d\u7684\u76f8\u5173\u811a\u672c":123,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u7684\u8d77\u59cb\u504f\u79fb":122,"\u4e2d\u83b7\u53d6":128,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":125,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":111,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":112,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":37,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":95,"\u4e3a":[2,63,64,108,112,122,137,138,139],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":112,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":110,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":111,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":99,"\u4e3a\u4e86\u51cf\u5c11\u751f\u6210\u94fe\u63a5\u5e93\u7684\u5927\u5c0f\u628a":120,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":111,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":64,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":51,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":109,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":107,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":110,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":68,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":64,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":63,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":137,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":118,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[137,138],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":64,"\u4e3a\u4ec0\u4e48\u7528":109,"\u4e3a\u4f7f\u7528c":123,"\u4e3a\u4f8b":[96,112],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":112,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":97,"\u4e3a\u5b83\u4eec\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f\u5c06\u53d8\u6210\u5e8f\u5217\u8f93\u5165":122,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":99,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":118,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":125,"\u4e3a\u6b64":127,"\u4e3a\u6bcf\u4e00\u4e2a":[122,123],"\u4e3a\u6bcf\u4e00\u4e2a\u8f93\u5165":[122,123],"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":112,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":111,"\u4e3aconst\u51fd\u6570":112,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":111,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":133,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":51,"\u4e3b\u8981\u5305\u62ec":64,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":64,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":102,"\u4e3b\u8981\u539f\u56e0":105,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":95,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":112,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":64,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":97,"\u4e3e\u4f8b":95,"\u4e3e\u4f8b\u8bf4\u660e":105,"\u4e4b\u524d":110,"\u4e4b\u540e":[102,111],"\u4e4b\u540e\u4f7f\u7528":111,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":111,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":114,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":111,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":98,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":68,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":109,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":107,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":117,"\u4e58\u9664\u7b49\u65f6\u5019":95,"\u4e5f":105,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":107,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":68,"\u4e5f\u4e0d\u751f\u6210":68,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":96,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":109,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":110,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":84,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":114,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":107,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":124,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":114,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":118,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":128,"\u4e5f\u53ef\u5199\u6210":112,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":138,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":137,"\u4e5f\u5c31\u662f":110,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":109,"\u4e5f\u5c31\u662f\u7a7a\u8f93\u5165":122,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":110,"\u4e5f\u5c31\u662f\u8bf4":[122,133,135],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":64,"\u4e5f\u5c31\u662fpaddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":128,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":118,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":107,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":92,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":67,"\u4e7e":105,"\u4e86":[105,109],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":117,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":118,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":108,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":108,"\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":122,"\u4e8c\u7ef4\u77e9\u9635":123,"\u4e8c\u7ef4\u77e9\u9635\u53ef\u4ee5\u8868\u793a\u884c\u5411\u91cf\u548c\u5217\u5411\u91cf":122,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":105,"\u4e8e\u662f":122,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":117,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":117,"\u4e94\u661f\u7ea7":105,"\u4ea4\u4e92\u7684\u65b9\u6cd5":117,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":137,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":137,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":137,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":138,"\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":137,"\u4ea4\u901a":105,"\u4ea4\u901a\u4fbf\u5229":105,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[137,138],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":99,"\u4eba\u8138\u8bc6\u522b":37,"\u4ec0\u4e48\u662f":109,"\u4ec5\u4ec5\u4f7f\u7528":67,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":64,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":111,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":111,"\u4ec5\u652f\u6301\u6574\u578b\u503c":122,"\u4ec5\u7528\u4e8e\u5b58\u50a8\u6574\u578b\u503c":123,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":128,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":137,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":124,"\u4ece":[84,93,118],"\u4ece0\u5230num":133,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":124,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":107,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":118,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":97,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":105,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":137,"\u4ece\u6e90\u7801\u7f16\u8bd1":100,"\u4ece\u78c1\u76d8\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":36,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":111,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":93,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":63,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":107,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":124,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":105,"\u4ececmake":137,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":36,"\u4ecestart":133,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":110,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":68,"\u4ed6\u4eec\u5206\u522b\u662f":105,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":109,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":105,"\u4ed6\u662f\u5c06":68,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":67,"\u4ee3\u66ff":128,"\u4ee3\u7801\u4e2d9":105,"\u4ee3\u7801\u53c2\u8003":124,"\u4ee3\u7801\u5982\u4e0b":[95,96,97,108],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":110,"\u4ee3\u7801\u7247\u6bb5\u5982\u4e0b":122,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":67,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":[112,123],"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":128,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":64,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":37,"\u4ee3\u8868shard\u7684index":37,"\u4ee5":96,"\u4ee5\u4e0a":[110,137],"\u4ee5\u4e0a\u4e24\u79cd\u65b9\u5f0f\u53ea\u9700\u9009\u62e9\u5176\u4e00\u5373\u53ef":123,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":37,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":37,"\u4ee5\u4e0b":37,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":108,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":109,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":99,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":129,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":110,"\u4ee5\u4e0b\u7b80\u79f0rnn":63,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":99,"\u4ee5\u4f7f\u7528":137,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":97,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":51,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":124,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":111,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":111,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":109,"\u4ee5\u53ca":[63,109,111,122],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":109,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":104,"\u4ee5\u53ca\u5982\u4f55\u89e3\u6790\u795e\u7ecf\u7f51\u7edc\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u7ed3\u679c":122,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":139,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":112,"\u4ee5\u53ca\u7b2c\u4e09\u65b9\u4f9d\u8d56\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":120,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":107,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":111,"\u4ee5\u53caandroid":137,"\u4ee5\u53cagcc":98,"\u4ee5\u53canumpi":37,"\u4ee5\u53carelu":111,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":137,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":138,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":64,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\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":[137,138,139],"\u4ee5\u793a\u533a\u5206":[63,64],"\u4ee5\u8f93\u51fa":95,"\u4ee5\u9017\u53f7\u95f4\u9694":133,"\u4ee5\u907f\u514d\u94fe\u63a5\u4e0d\u5fc5\u8981\u7684\u5e93":120,"\u4ee5eigentensor\u4e3a\u4f8b":113,"\u4ee5embedding\u5c42\u4e3a\u4f8b":97,"\u4ee5lstm\u4e3a\u4f8b":96,"\u4ef7\u683c":105,"\u4efb\u4f55\u65f6\u5019\u5982\u679c\u9700\u8981\u6d6e\u70b9\u578b\u6570\u7ec4":122,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":125,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":124,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":36,"\u4f18\u5316\u524d":63,"\u4f18\u5316\u540e":63,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":111,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":117,"\u4f1a\u4ee5":[63,64],"\u4f1a\u4f7f\u7528":123,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":63,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":64,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":128,"\u4f1a\u5171\u4eab\u53c2\u6570":97,"\u4f1a\u5173\u8054\u53c2\u6570":96,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":124,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":133,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":105,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":128,"\u4f1a\u5728":[64,114],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":114,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":64,"\u4f1a\u5927\u4e0d\u76f8\u540c":124,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":95,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":107,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":67,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":107,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":95,"\u4f1a\u5f15\u5165":64,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":107,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":117,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":124,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":64,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":95,"\u4f1a\u62a5\u9519":107,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":64,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":63,"\u4f1a\u72ec\u7acb\u62e5\u6709\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":117,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":67,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":111,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":64,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":110,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":98,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":64,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":128,"\u4f1a\u88ab":124,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":107,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":37,"\u4f1a\u901a\u8fc7\u5224\u6570\u636e\u662f\u5426\u9644\u5e26\u6709\u5e8f\u5217\u4fe1\u606f\u6765\u5224\u65ad\u4e00\u4e2a\u5411\u91cf":122,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":110,"\u4f20\u5165":[2,37],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":97,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":133,"\u4f46":68,"\u4f46\u4e0d\u66b4\u9732":68,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":111,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":133,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":105,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":105,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":107,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":98,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":84,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":105,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":95,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":84,"\u4f46\u662f":[95,105],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":68,"\u4f46\u662f\u5728mkl":64,"\u4f46\u662f\u5728paddlepaddle\u4e2d":64,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":132,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":105,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":124,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":110,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":64,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":135,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":64,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":95,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":109,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":67,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":117,"\u4f46\u662fbatch":95,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,102],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,102],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":101,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":112,"\u4f46eigen":113,"\u4f4d\u7f6e":105,"\u4f4f":105,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":105,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":108,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":112,"\u4f5c\u4e3a\u53c2\u6570\u7684id":97,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":64,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":37,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":107,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":67,"\u4f5c\u4e3a\u7edf\u8ba1\u7684\u57fa\u672c\u5355\u4f4d":122,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":98,"\u4f5c\u4e3a\u8c03\u7528":123,"\u4f5c\u4e3a\u8f93\u5165":122,"\u4f5c\u4e3a\u8f93\u51fa":108,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":105,"\u4f5c\u7528":104,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":135,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":114,"\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":111,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":135,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":111,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":111,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8f93\u5165":122,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":122,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":92,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":111,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":124,"\u4f7f\u7528":[64,68,84,95,96,97,105,107,108,111,117,118,120,122,123,133,137],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":135,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":135,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":135,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":135,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":111,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":95,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":127,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":37,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":114,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":97,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":102,"\u4f7f\u7528\u52a8\u6001\u5e93":67,"\u4f7f\u7528\u53c2\u6570":[98,124],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":36,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":95,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":95,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":108,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":117,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":128,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":127,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":112,"\u4f7f\u7528\u6587\u6863":112,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":95,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":68,"\u4f7f\u7528\u6848\u4f8b":134,"\u4f7f\u7528\u6d41\u7a0b":121,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":124,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":64,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":68,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":133,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":133,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":133,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":97,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":36,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":[105,123],"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":111,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":67,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":[68,120],"\u4f7f\u7528c99\u505a\u63a5\u53e3":67,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":67,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":67,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":133,"\u4f7f\u7528cmake\u7684\u8bdd":117,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":135,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":135,"\u4f7f\u7528docker":99,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":99,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":100,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":109,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":114,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":98,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":137,"\u4f7f\u7528init":135,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":105,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":105,"\u4f7f\u7528model":135,"\u4f7f\u7528openblas\u7684\u955c\u50cf":99,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":137,"\u4f7f\u7528paddlepaddl":[120,123],"\u4f7f\u7528pip\u5b89\u88c5":100,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":133,"\u4f7f\u7528regress":84,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":67,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":67,"\u4f7f\u7528void":67,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":97,"\u4f86":105,"\u4f8b\u5982":[2,37,67,68,84,95,96,98,102,105,108,111,118,122,128,132,133,135],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":117,"\u4f8b\u5982\u4e5f\u53ef\u5728\u7a0b\u5e8f\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u518d\u52a0\u8f7d\u53e6\u5916\u4e00\u4e2a\u6a21\u578b":123,"\u4f8b\u5982\u4f7f\u7528":95,"\u4f8b\u5982\u542b\u6709\u591a\u4e2a\u901a\u9053\u7684\u56fe\u7247":122,"\u4f8b\u5982\u5728deepspeech2":63,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":67,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":67,"\u4f8b\u5982\u5bf9\u4e8epython":67,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":105,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":105,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":105,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":95,"\u4f8b\u5982c":67,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":67,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":128,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":67,"\u4f8b\u5982python\u7684":67,"\u4f8b\u5982rnn":63,"\u4f8b\u5982sigmoid":111,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":124,"\u4f8b\u5b50\u4e2d\u662f":111,"\u4f8b\u5b50\u4e2d\u662f0":111,"\u4f8b\u5b50\u4e2d\u662f100":111,"\u4f8b\u5b50\u4e2d\u662f4096":111,"\u4f8b\u5b50\u4e2d\u662f8192":111,"\u4f8b\u5b50\u4e2d\u662ffc":111,"\u4f8b\u5b50\u4e2d\u662fsoftmax":111,"\u4f9bpaddlepaddle\u52a0\u8f7d":133,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":112,"\u4f9d\u6b21\u7c7b\u63a8":84,"\u4f9d\u8d56":[98,101],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":99,"\u4f9d\u8d56libpython2":98,"\u4fbf\u5229":105,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":105,"\u4fbf\u5b9c":105,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":67,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":133,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":97,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":133,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":133,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":110,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":125,"\u4fe1\u606f":122,"\u4fee\u590d\u6240\u6709bug\u540e":84,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":84,"\u4fee\u6539":[64,84,127],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":127,"\u4fee\u6539\u6210":84,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":118,"\u4fee\u6539\u6587\u6863":115,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[105,110],"\u503c\u5f97\u6df1\u5165\u5206\u6790":118,"\u503c\u7c7b\u578b":135,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":97,"\u5047\u8bbe":111,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":99,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":111,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":95,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":111,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":113,"\u505a\u53ea\u8bfb\u6302\u8f7d":37,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":84,"\u505a\u63a5\u53e3":67,"\u505a\u68af\u5ea6\u68c0\u6d4b":112,"\u505a\u68c0\u67e5":112,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":133,"\u505c\u7535":105,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":117,"\u5143\u7d20":104,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u5e8f\u5217\u6240\u643a\u5e26\u7684\u91cd\u8981\u4fe1\u606f":122,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":104,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":63,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":64,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":117,"\u5148\u5378\u8f7d\u4e4b\u524d\u7684\u7248\u672c":98,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":63,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":68,"\u5148\u627e\u51fa\u53c2\u6570":96,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":92,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":117,"\u514b\u9686\u4e0b\u9762":139,"\u5168\u5bb6":105,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":111,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":111,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":111,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":111,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":111,"\u516c\u5f0f":99,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":112,"\u5171\u4eab\u5185\u5b58":64,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":63,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":112,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":128,"\u5173\u4e8e\u4ec0\u4e48\u662f":122,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":112,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":105,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":110,"\u5173\u4e8eavx":99,"\u5173\u4e8eeigen":113,"\u5173\u4e8elstm":96,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":102,"\u5173\u4e8eunbound":107,"\u5173\u952e\u8bcd\u5305\u62ec":110,"\u5176\u4e2d":[2,67,84,95,97,102,108,111,117,137,139],"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":124,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":138,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":138,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":138,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":104,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":133,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":133,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":102,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":113,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":109,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":95,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":95,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":68,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":135,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":84,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":98,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[137,138],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":108,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":111,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":117,"\u5176\u5b83\u53ef\u9009\u7f16\u8bd1\u9009\u9879\u6309\u9700\u8fdb\u884c\u8bbe\u5b9a":120,"\u5176\u5b83layer\u7684\u8f93\u51fa":107,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":95,"\u5176\u6b21":[2,105],"\u5176\u8bf4\u660e\u5982\u4e0b":105,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":63,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":108,"\u5176name\u7531\u53c2\u6570":96,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[68,95],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":109,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":68,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,95,111],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":64,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":107,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[63,64],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":118,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":92,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":92,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":64,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":92,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,68,110],"\u5177\u4f53\u8bf7\u89c1":110,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":105,"\u5185":108,"\u5185\u5b58":118,"\u5185\u5b58\u4e0d\u8db3":93,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":133,"\u5185\u5bb9":112,"\u5185\u5bb9\u5982\u4e0b":127,"\u5185\u5c42\u5e8f\u5217\u5728":122,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":105,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":128,"\u5185\u7f6e\u7684":123,"\u5185\u90e8":[123,128],"\u5185\u90e8\u5b58\u50a8":64,"\u5185\u90e8\u7531":[122,123],"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":67,"\u518d\u4ee5":112,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":97,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":67,"\u518d\u57fa\u4e8e":84,"\u518d\u5b89\u88c5":[92,101],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":105,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":105,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":105,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":124,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":117,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":63,"\u518d\u6307\u5b9a":98,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":117,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":117,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":111,"\u518d\u901a\u8fc7\u51fd\u6570":128,"\u518d\u91cd\u65b0\u5b89\u88c5":98,"\u5199\u4ee3\u7801":67,"\u5199\u5165\u5feb\u7167\u6570\u636e":36,"\u5199\u5165\u6587\u4ef6\u4e2d":123,"\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":111,"\u5199\u7684":117,"\u51c6\u5907":105,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":129,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":124,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u548c":123,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u90e8\u5206":123,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":95,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":95,"\u51cf\u5c0fbatch":95,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":124,"\u51fa\u53bb\u73a9":105,"\u51fa\u5dee":105,"\u51fa\u6765":105,"\u51fa\u73b0":92,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":97,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":96,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[92,101],"\u51fd\u6570":[2,63,64,108,111,117,118,122],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":112,"\u51fd\u6570\u5047\u8bbe":108,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":118,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":37,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":107,"\u51fd\u6570\u540d":117,"\u51fd\u6570\u540d\u4e3a":68,"\u51fd\u6570\u547d\u540d":67,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":112,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":117,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":111,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":111,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":107,"\u51fd\u6570\u603b\u65f6\u95f4":117,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":111,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":118,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":111,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":111,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":117,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":117,"\u51fd\u6570\u80fd\u591f\u5c06\u4f7f\u7528":123,"\u51fd\u6570\u91cc\u5b9e\u73b0":112,"\u5206\u4e3a":123,"\u5206\u522b\u4e3a\u6570\u636e\u8f93\u5165\u6dfb\u52a0\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":107,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":64,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":105,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":107,"\u5206\u522b\u5bf9\u5e94capi":84,"\u5206\u522b\u662f":104,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":108,"\u5206\u522b\u662fsentences\u548clabel":105,"\u5206\u522b\u662fwords\u548clabel":105,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":111,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":105,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":36,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":124,"\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":124,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[84,110],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":84,"\u5206\u652f\u4e0a":110,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":110,"\u5206\u652f\u4e2d":84,"\u5206\u652f\u4e3a\u5f00\u53d1":84,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":84,"\u5206\u652f\u4e3a\u7a33\u5b9a":84,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":84,"\u5206\u652f\u5408\u5165":84,"\u5206\u652f\u5408\u5165master\u5206\u652f":84,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":84,"\u5206\u652f\u540d":110,"\u5206\u652f\u540d\u4e3a":84,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":84,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":84,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":112,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":84,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":84,"\u5206\u652f\u89c4\u8303":110,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":118,"\u5206\u7247":36,"\u5206\u7c7b\u4efb\u52a1\u4e2d\u7c7b\u522b\u6807\u7b7e":122,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":133,"\u5207\u6362\u5230":110,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":110,"\u5217\u5143\u7d20\u6392\u5217\u6210\u7684\u77e9\u5f62\u9635\u5217":122,"\u5217\u540d":117,"\u5217\u8868\u5982\u4e0b":[2,102],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":111,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":98,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":138,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":133,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":36,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":133,"\u5219\u53ef\u8bbe\u7f6e":[137,138,139],"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":124,"\u5219\u5ffd\u7565":36,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":133,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":36,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":118,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":133,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5219\u8bbe\u7f6e\u6210":[137,139],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":95,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":138,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":36,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":98,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":124,"\u521b\u5efa":[64,122,123],"\u521b\u5efa\u4e00\u4e2a":103,"\u521b\u5efa\u4e00\u4e2akubernet":128,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":110,"\u521b\u5efa\u6210\u529f\u540e":128,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":129,"\u521b\u5efa\u7a00\u758f\u77e9\u9635\u65f6\u9700\u8981\u663e\u793a\u5730\u6307\u5b9a\u77e9\u9635\u7684":122,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":111,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":111,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":133,"\u521d\u59cb\u5316\u7236\u7c7b":111,"\u521d\u59cb\u5316biases_":111,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":107,"\u5220\u9664":110,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":36,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":138,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":95,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":95,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":107,"\u5229\u843d":105,"\u522b\u4eba\u5e2e\u4e86\u5fd9":110,"\u522b\u5fd8\u4e86":109,"\u5230":[36,92,108],"\u5230\u6307\u5b9a\u6587\u4ef6\u4e2d":123,"\u5230\u672c\u5730":110,"\u5230\u6b64":112,"\u5230\u7b2c\u4e8c\u6b65":84,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":128,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":128,"\u5237\u7259":105,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":128,"\u524d\u53f0":105,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":63,"\u524d\u5411\u4f20\u64ad":111,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":111,"\u524d\u5411\u548c\u540e\u5411":111,"\u524d\u5411\u8ba1\u7b97\u4e4b\u540epaddlepaddle\u5185\u90e8\u5df2\u7ecf\u5206\u914d":123,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":112,"\u524d\u8005\u5728":95,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":112,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":95,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":112,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":110,"\u524d\u9700\u8981\u5b89\u88c5":117,"\u524d\u9988":124,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":51,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":84,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":111,"\u52a0\u5165":118,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":108,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":108,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":97,"\u52a0\u8f7d\u6a21\u578b\u53ef\u5176\u5b83\u591a\u79cd\u65b9\u5f0f":123,"\u52a0\u8f7d\u6a21\u578b\u9700\u540c\u65f6\u6307\u5b9a":123,"\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":97,"\u52a0\u8f7dtest":133,"\u52a0\u901f\u7f16\u8bd1":98,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":95,"\u52a8\u6001\u5e93":[67,120],"\u52a9\u624b":111,"\u5305":117,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":68,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":98,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":124,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":124,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":117,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":112,"\u5305\u62ec":[37,63,64,120,124,133],"\u5305\u62ec\u4e86\u7f16\u8bd1\u51fa\u7684paddlepaddle\u5934\u6587\u4ef6\u548c\u94fe\u63a5\u5e93":120,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":95,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":36,"\u5305\u62ec\u751f\u6210cpu":98,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":102,"\u5305\u62ecbool":135,"\u5305\u62eclinux":137,"\u5305\u62ecmkl":64,"\u5305\u7684\u65b9\u6cd5\u662f":92,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":105,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":105,"\u5341\u4e00":105,"\u534e\u6da6\u4e07\u5bb6":105,"\u534f\u540c\u5b8c\u6210releas":84,"\u5355\u4e2a\u503c":37,"\u5355\u4f4d\u662fmb":133,"\u5355\u5143\u6d4b\u8bd5":[109,113],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":92,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":112,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":109,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":132,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":105,"\u5355\u53cc\u5c42rnn":106,"\u5355\u5c42":107,"\u5355\u5c42\u4e0d\u7b49\u957frnn":105,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":105,"\u5355\u5c42\u5e8f\u5217":[104,122],"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":104,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":104,"\u5355\u5c42\u6216\u53cc\u5c42":104,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u5355\u5c42rnn":[105,107],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":105,"\u5355\u673acpu\u8bad\u7ec3":95,"\u5355\u673agpu\u8bad\u7ec3":95,"\u5355\u6b65\u51fd\u6570":108,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":108,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":108,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":108,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":112,"\u5355\u70b9\u6545\u969c":36,"\u5355\u7eaf\u7684":117,"\u5355\u8fdb\u5355\u51fa":107,"\u5360\u7528\u4e8617":117,"\u536b\u751f":105,"\u5373":[68,95,96,112,114,128],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":105,"\u5373\u4e0b\u8f7d\u5931\u8d25":92,"\u5373\u4e0d\u5141\u8bb8\u5728":112,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":105,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":105,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":105,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":105,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":105,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":105,"\u5373\u4f7f\u7528":[68,96],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":133,"\u5373\u4f7fc":68,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":68,"\u5373\u4fbf\u662f":109,"\u5373\u4fbf\u8bbe\u7f6e":92,"\u5373\u4fbfpaddl":68,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":107,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":108,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":107,"\u5373\u53ef":110,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":95,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":137,"\u5373\u53ef\u5728":139,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":101,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":99,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":117,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":105,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":95,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,102],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":68,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":105,"\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":105,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":113,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":107,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":104,"\u5373\u6574\u6570\u6570\u7ec4":105,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":105,"\u5373\u66b4\u9732":68,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":105,"\u5373\u7f51\u5361\u540d":128,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":64,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":95,"\u5373\u8bbe\u7f6e":95,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":99,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":67,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":97,"\u5373input":107,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":105,"\u5378\u8f7dpaddlepaddle\u5305":92,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":113,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":105,"\u539f\u56e0":[92,110],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":92,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":110,"\u539f\u6765\u7684\u65b9\u6848":64,"\u53bb\u8fc7":105,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,22,23,24,26,29,67,95,109,111,123,128,132],"\u53c2\u6570\u4e3a":112,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":97,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":124,"\u53c2\u6570\u670d\u52a1\u5668":[124,132],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":124,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":124,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":124,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":133,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":133,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":95,"\u53c2\u6570\u6982\u8ff0":134,"\u53c2\u6570\u7684\u4e2a\u6570\u548c\u53c2\u6570\u5217\u8868":123,"\u53c2\u6570\u7684\u89e3\u6790":128,"\u53c2\u6570\u8bbe\u7f6e":94,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":105,"\u53c2\u6570\u8bf4\u660e":124,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":99,"\u53c2\u6570\u8f93\u5165":95,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":108,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":110,"\u53c2\u8003":[51,67,99],"\u53c2\u8003\u4e0b\u56fe":84,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":118,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":105,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":124,"\u53c2\u8003\u955c\u50cf\u7684":128,"\u53c8":105,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":64,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":104,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":95,"\u53ca":111,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":108,"\u53cc\u5411\u9a8c\u8bc1":51,"\u53cc\u5c42":107,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":105,"\u53cc\u5c42\u5e8f\u5217":[104,122],"\u53cc\u5c42\u5e8f\u5217\u5728\u5904\u7406\u957f\u5e8f\u5217\u7684\u4efb\u52a1\u6216\u662f\u6784\u5efa\u5c42\u7ea7\u6a21\u578b\u65f6\u4f1a\u53d1\u6325\u4f5c\u7528":122,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":105,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":107,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":104,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u9700\u8981\u8bbe\u7f6e\u5206\u522b\u4e3a\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u5206\u522b\u8bbe\u7f6e":122,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":104,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":105,"\u53cc\u5c42rnn":107,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":105,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":105,"\u53cc\u8fdb\u5355\u51fa":107,"\u53cc\u8fdb\u53cc\u51fa":107,"\u53cd\u5411\u4f20\u64ad":111,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":112,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":112,"\u53cd\u5411op\u7c7b":112,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":112,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":112,"\u53d1\u578b\u7248":84,"\u53d1\u5e03\u5230dockerhub":84,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":84,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":95,"\u53d1\u884c\u548c\u7ef4\u62a4":110,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":133,"\u53d6\u503c\u76f8\u540c\u7684layer":96,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":102,"\u53d6\u51b3\u4e8e":112,"\u53d8\u6362\u77e9\u9635":111,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":64,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":105,"\u53e5\u5b50\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":122,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":139,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":118,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":95,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":135,"\u53e6\u5916":[105,109],"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":101,"\u53ea\u4f5c\u4e3aread":107,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":133,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":98,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":36,"\u53ea\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u53ea\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":105,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":68,"\u53ea\u6709":105,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":100,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":133,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":107,"\u53ea\u7559\u4e0b\u6838\u5fc3\u8ba1\u7b97\u5c42":123,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":96,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":135,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":96,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":67,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":105,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":95,"\u53ea\u8bfbmemory\u8f93\u5165":107,"\u53ea\u9488\u5bf9\u5185\u5b58":95,"\u53ea\u9700\u4e2d\u65ad":125,"\u53ea\u9700\u5728\u7f16\u8bd1\u65f6\u9700\u914d\u5236\u4e0b\u9762\u8fd9\u4e9b\u7f16\u8bd1\u9009\u9879":120,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":125,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":108,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":36,"\u53ea\u9700\u8981\u8bbe\u7f6e\u884c\u504f\u79fb":122,"\u53ea\u9700\u8981\u94fe\u63a5":120,"\u53ea\u9700\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u800c\u65e0\u9700\u8c03\u7528\u53cd\u5411\u8ba1\u7b97":123,"\u53ef\u4ee5":[84,99,105,110,114],"\u53ef\u4ee5\u4ece":99,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":101,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":97,"\u53ef\u4ee5\u4f7f\u7528":[97,123,124],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":101,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":97,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":97,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":133,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":128,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":36,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":95,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":127,"\u53ef\u4ee5\u521b\u5efa\u975e":112,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":99,"\u53ef\u4ee5\u53c2\u8003":[99,105,108,109,110],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":93,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":102,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":113,"\u53ef\u4ee5\u542b\u6709\u4e00\u6761\u6216\u591a\u6761\u6837\u672c":122,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":118,"\u53ef\u4ee5\u5728":[98,125],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":67,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":128,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":84,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":110,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":124,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":113,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":117,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":107,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":112,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":99,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":118,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":109,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":99,"\u53ef\u4ee5\u6267\u884c":[92,101],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":114,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":98,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":109,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":37,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":105,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":98,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":98,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[104,107],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":107,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":124,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":111,"\u53ef\u4ee5\u662f\u6574\u578b":122,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":107,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":117,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":107,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":133,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":36,"\u53ef\u4ee5\u67e5\u770b":128,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":127,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":135,"\u53ef\u4ee5\u7528":[51,109],"\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":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":37,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":110,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":118,"\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c":123,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":104,"\u53ef\u4ee5\u770b\u51fa":124,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":117,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":118,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":84,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":95,"\u53ef\u4ee5\u8054\u7cfbop":93,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":93,"\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u4e2d\u5b9a\u4e49\u7684\u4efb\u610f\u591a\u4e2a":123,"\u53ef\u4ee5\u88c5\u7684\u662f":109,"\u53ef\u4ee5\u8bbe\u7f6e":[117,137,138,139],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":96,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":113,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":102,"\u53ef\u4ee5\u8fd0\u884c":124,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":98,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":135,"\u53ef\u4ee5\u901a\u8fc7":110,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":108,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":99,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":36,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":117,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[92,101],"\u53ef\u53c2\u8003":123,"\u53ef\u5728":120,"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":138,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":138,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":135,"\u53ef\u76f4\u63a5\u8fd0\u884c":123,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":128,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":36,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":95,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":97,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":118,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":109,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":112,"\u53ef\u8bbe\u7f6e":[137,138],"\u53ef\u8bbe\u7f6e\u4e3a":138,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":138,"\u53ef\u9009":[2,98,111,123,124],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":98,"\u53ef\u9009\u914d\u7f6e\u9009\u9879":120,"\u53ef\u914d\u7f6e\u4e3a":120,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":96,"\u53f3\u4fa7\u7684":84,"\u5403":105,"\u5403\u996d":105,"\u5404\u65b9\u9762":105,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":63,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":112,"\u5408":105,"\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":123,"\u5408\u5e76\u6a21\u578b\u6587\u4ef6":123,"\u5408\u7406":105,"\u540c\u4e00\u6b21\u524d\u5411":63,"\u540c\u65f6":[63,64,92,95,118],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":98,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":95,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":110,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":107,"\u540c\u65f6\u4f1a\u5f00\u542fintel":64,"\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":118,"\u540c\u65f6\u518d\u5c06":84,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":64,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":95,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":97,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":109,"\u540c\u65f6\u63d0\u8d77":84,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":64,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":135,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":95,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":95,"\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":4,"\u540c\u6837":102,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":133,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":107,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":112,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":133,"\u540c\u7406":112,"\u540d\u5b57\u4fee\u9970":67,"\u540e":[97,98,110,128,137,138,139],"\u540e\u5411":63,"\u540e\u5411\u4f20\u64ad":111,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":63,"\u540e\u7f00\u4e3a":124,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":95,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":95,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":112,"\u540e\u8005\u7ee7\u627f\u81ea":112,"\u540e\u9988":124,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":36,"\u5411\u91cf":122,"\u5411\u91cfenable_parallel_vector":132,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":84,"\u5417":109,"\u5426\u5219":[1,112,137,139],"\u5426\u5219\u4f1a\u628a":110,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":133,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":133,"\u5426\u5219\u4f7f\u7528gpu":135,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":108,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":67,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":125,"\u542b\u4e49":117,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":111,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":111,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":111,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":36,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":125,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":128,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":133,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":133,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":129,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":133,"\u5440":105,"\u5468\u56f4":105,"\u547d\u4ee4\u4e3a":[92,127],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":127,"\u547d\u4ee4\u5220\u9664":[137,138,139],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":98,"\u547d\u4ee4\u65f6":137,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":109,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":109,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":109,"\u547d\u4ee4\u884c\u4e2d\u7684":117,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":98,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":125,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":109,"\u547d\u540d\u4e3a":110,"\u547d\u540d\u89c4\u8303":112,"\u547d\u540d\u8bf7\u9075\u5b88":112,"\u548c":[37,63,64,67,68,84,95,96,97,98,105,108,109,110,111,112,113,114,117,118,120,122,124,125,135,137,139],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":105,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,102],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":112,"\u548c\u4e2d\u6587\u6587\u6863":114,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":95,"\u548c\u504f\u7f6e\u5411\u91cf":111,"\u548c\u5185\u5b58":109,"\u548c\u5217\u53f7":122,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":104,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":117,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":104,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":124,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":108,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":109,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":64,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":105,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":37,"\u548c\u90e8\u5206layer":107,"\u548cpool":104,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u54c1\u8d28":105,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":36,"\u54ea\u4e9b\u4e0d\u662f":105,"\u5546\u52a1":105,"\u554a":105,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,102],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":111,"\u56e0\u4e3a\u53c2\u6570":135,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":108,"\u56e0\u4e3a\u5b83\u6bd4":108,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":128,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":109,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":109,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":117,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":36,"\u56e0\u4e3ac":117,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":92,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":67,"\u56e0\u6b64":[1,2,63,105,107,111,137],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":105,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":113,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":113,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":105,"\u56e0\u6b64\u5f53":137,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":111,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":132,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":92,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe1":[122,123],"\u56fe2":122,"\u56fe\u50cf\u5206\u7c7b":84,"\u56fe\u8868":99,"\u5728":[2,63,64,68,84,104,105,108,109,110,112,117,122,123,124,138],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":36,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":127,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":111,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":124,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":117,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":133,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":37,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":105,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":112,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":127,"\u5728\u4e4b\u540e\u7684":95,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":99,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":124,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":124,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":124,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":124,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":102,"\u5728\u4f7f\u7528c":120,"\u5728\u4f7f\u7528paddlepaddl":120,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":84,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":111,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":113,"\u5728\u51c6\u5907\u53d1\u8d77":110,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":36,"\u5728\u51fd\u6570":128,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":133,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":133,"\u5728\u521b\u5efaparameters\u540e":97,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":105,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":133,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":133,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":105,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":95,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":105,"\u5728\u542f\u52a8job\u4e4b\u524d":128,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":117,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":110,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":133,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":124,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":102,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":102,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":64,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":68,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":96,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":99,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":128,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":128,"\u5728\u5bf9\u5e94\u7684":63,"\u5728\u5c42\u4e2d\u6307\u5b9a":135,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":63,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":107,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":37,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":36,"\u5728\u5f02\u6b65sgd\u4e2d":124,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":68,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":111,"\u5728\u5f97\u5230":128,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":36,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":36,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":108,"\u5728\u6267\u884c\u65f6":113,"\u5728\u63d0\u4ea4":110,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":102,"\u5728\u65e0\u7279\u6b8a\u9700\u6c42\u60c5\u51b5\u4e0b":120,"\u5728\u6709\u666e\u901a\u7684cpu":64,"\u5728\u672c\u4f8b\u4e2d":[105,110,135],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":108,"\u5728\u672c\u6587\u6863\u4e2d":51,"\u5728\u672c\u793a\u4f8b\u4e2d":105,"\u5728\u672c\u8282\u4e2d":108,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":37,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":133,"\u5728\u6837\u4f8b\u4e2d":68,"\u5728\u6b64":[132,135],"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":108,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":105,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":108,"\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":128,"\u5728\u6d4b\u8bd5\u9636\u6bb5":133,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":110,"\u5728\u751f\u6210\u65f6":108,"\u5728\u7528\u6237\u4f7f\u7528c":68,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":97,"\u5728\u76f8\u5e94layer\u7684":96,"\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u7b49\u4e8e\u4e00\u6b21\u9884\u6d4b\u5904\u7406\u7684\u6837\u672c\u6570":122,"\u5728\u7a0b\u5e8f\u5b9e\u73b0\u4e2d\u90fd\u4f1a\u8f6c\u5316\u4e3a\u4e8c\u7ef4\u77e9\u9635":122,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7b2c\u4e8c\u4e2atab":84,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":124,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":37,"\u5728\u7ec4\u5408\u65f6":102,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":123,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165\u65f6":122,"\u5728\u7ec8\u7aef\u6267\u884c":123,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[137,139],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":111,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":104,"\u5728\u8bad\u7ec3\u4e2d":108,"\u5728\u8bad\u7ec3\u4e4b\u524d":128,"\u5728\u8bad\u7ec3\u65f6":127,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":64,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":128,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":133,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[137,138,139],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":84,"\u5728\u8be5\u793a\u4f8b\u4e2d":97,"\u5728\u8be5\u914d\u7f6e\u76847":105,"\u5728\u8c03\u7528":123,"\u5728\u8c03\u7528c":123,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":118,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":107,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":117,"\u5728\u8fd0\u884c\u65f6\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u591a\u4e2a\u53ef\u5b66\u4e60\u53c2\u6570\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\u4e2d":123,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":113,"\u5728\u8fd9\u4e2a":84,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[111,127],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":105,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":118,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":108,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":84,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":68,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":68,"\u5728\u8fd9\u4e9blayer\u4e2d":105,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":113,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":113,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[108,111],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":107,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":127,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":128,"\u5728\u8fd9\u91cc":107,"\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":111,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":113,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":113,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":124,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":102,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u91c7\u7528sgd":97,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":64,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":63,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":135,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":95,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":137,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":137,"\u5728batch":63,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":92,"\u5728c":[67,122],"\u5728c\u7684\u5934\u6587\u4ef6":67,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[137,138],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":98,"\u5728eigen\u4e2d":113,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":138,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":138,"\u5728main":117,"\u5728packing\u4e0a\u7684\u8017\u65f6":63,"\u5728paddl":128,"\u5728paddle\u4e2d":135,"\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":37,"\u5728paddlepaddl":122,"\u5728paddlepaddle\u4e2d":[102,107],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":96,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":96,"\u5728paddlepaddle\u5185\u90e8":[122,123],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":105,"\u5728paramet":36,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":112,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":63,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":107,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":107,"\u5728trainer":135,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":124,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":105,"\u5730\u7406\u4f4d\u7f6e":105,"\u5730\u94c1\u7ad9":105,"\u5747\u4f1a\u5b58\u653e\u4e8e":120,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":68,"\u5747\u5300\u5206\u5e03":97,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":133,"\u5747\u662f\u5728":68,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":105,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":105,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":107,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":51,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":3,"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[103,123],"\u57fa\u7840\u4e0a":122,"\u57fa\u7c7b":112,"\u586b\u5199":110,"\u589e\u52a0":112,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":127,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":112,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":135,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":111,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":118,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":107,"\u5907\u6ce8":118,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":118,"\u5916\u5c42\u5e8f\u5217\u5728":122,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":105,"\u5916\u5c42outer_step\u4e2d":105,"\u5916\u90e8\u5b58\u50a8":64,"\u591a\u4e2a":123,"\u591a\u4e2a\u503c":37,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":95,"\u591a\u4e2a\u6392\u6210\u4e00\u5217\u7684\u5143\u7d20":122,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":95,"\u591a\u4e2aip\u4f7f\u7528":124,"\u591a\u4e2aparamet":36,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":107,"\u591a\u673a\u8bad\u7ec3":95,"\u591a\u6b21\u8c03\u7528":63,"\u591a\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":123,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":107,"\u5927\u4e8e\u7b49\u4e8e\u4e00\u4e2a":123,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":111,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":111,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":111,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":67,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":109,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":99,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":95,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":109,"\u5927\u90e8\u5206":117,"\u5929":105,"\u5929\u4e00\u5e7f\u573a":105,"\u5929\u4e00\u9601":105,"\u5934\u4fe1\u606f\u4e2d":97,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":111,"\u5934\u6587\u4ef6\u5982\u4e0b":111,"\u597d":105,"\u597d\u5403":105,"\u5982":[2,108,110,112,135],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":113,"\u5982\u4e0b":[2,124],"\u5982\u4e0b\u56fe\u6240\u793a":[105,118],"\u5982\u4e0b\u6240\u793a":135,"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":115,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":115,"\u5982\u56fe\u4e2dtrainer":36,"\u5982\u6709":112,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":111,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":36,"\u5982\u679c\u4e0d\u4e3a0":133,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":124,"\u5982\u679c\u4e0d\u4f7f\u7528docker":98,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":98,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":114,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":117,"\u5982\u679c\u4e0d\u6536\u655b":97,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":64,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":133,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":98,"\u5982\u679c\u4e3afals":133,"\u5982\u679c\u4e3atrue":[2,133],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":98,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":110,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":101,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":133,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":108,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":135,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":133,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":138,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[137,139],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":108,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":111,"\u5982\u679c\u4f7f\u7528":123,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":98,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":98,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":67,"\u5982\u679c\u5173\u95edmkl":98,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":92,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":95,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":93,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":124,"\u5982\u679c\u5728\u4f7f\u7528mkl":64,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":101,"\u5982\u679c\u5728\u7f16\u8bd1":120,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":133,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":133,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":133,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":97,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":112,"\u5982\u679c\u5931\u8d25":84,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":64,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":36,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":95,"\u5982\u679c\u5c0f\u4e8e75m":92,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":128,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":124,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":93,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":99,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":99,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":109,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":99,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":118,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":98,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":118,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":118,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":113,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":105,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":118,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":109,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":118,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":95,"\u5982\u679c\u63d0\u793a\u6b63\u786e":114,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":93,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":122,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":37,"\u5982\u679c\u662f\u7528\u7f16\u8bd1\u65f6\u6307\u5b9acpu\u7248\u672c":120,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":107,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":107,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":110,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":84,"\u5982\u679c\u672a\u8bbe\u7f6e":133,"\u5982\u679c\u672a\u8bbe\u7f6egpu":135,"\u5982\u679c\u673a\u5668\u4e2d\u5df2\u7ecf\u5b89\u88c5\u8fc7paddlepaddl":98,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":68,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":68,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":68,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":118,"\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":133,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":99,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":107,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":110,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":133,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":36,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":109,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":96,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":97,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":67,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":109,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":118,"\u5982\u679c\u795e\u7ecf\u7f51\u7edc\u6709\u591a\u4e2a\u8f93\u5165\u6216\u8005\u591a\u4e2a\u8f93\u51fa":[122,123],"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":125,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":92,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[92,101],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[92,101],"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1cpu\u7248\u672c":120,"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1gpu\u7248\u672c":120,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":109,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":111,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":108,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":84,"\u5982\u679c\u8981\u542f\u7528gpu":124,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":110,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":110,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":97,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":97,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":133,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":110,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":67,"\u5982\u679c\u8f93\u5165\u662f\u5e8f\u5217\u6570\u636e":122,"\u5982\u679c\u8f93\u51fa\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u5982\u679c\u8f93\u51fa\u662fno":99,"\u5982\u679c\u8fd0\u884c":92,"\u5982\u679c\u8fd8\u4e0d\u884c":92,"\u5982\u679c\u9700\u8981":120,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[101,103],"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":84,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":111,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":111,"\u5982\u679c\u9700\u8981\u83b7\u53d6":101,"\u5982\u679ccuda":112,"\u5982\u679clearning_rate\u592a\u5927":97,"\u5982\u679clearning_rate\u592a\u5c0f":97,"\u5982\u679cmkl":64,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":112,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":112,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":92,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":138,"\u5982\u679cparamet":36,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":110,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":95,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":110,"\u5982\u9ad8\u4eae\u90e8\u5206":118,"\u5982train":124,"\u5b50":105,"\u5b50\u53e5":107,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":107,"\u5b50\u76ee\u5f55":109,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":64,"\u5b57\u6bb5\u4e2d":128,"\u5b57\u6bb5\u4e3a\u4f8b":95,"\u5b57\u6bb5\u7684\u53d6\u503c":122,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":128,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":128,"\u5b57\u6bb5\u8bbe\u4e3a":84,"\u5b57\u7b26\u4e32":37,"\u5b58\u50a8":[37,122,123],"\u5b58\u50a8\u6d6e\u70b9\u7c7b\u578b\u8f93\u5165":123,"\u5b58\u50a8\u7684\u538b\u7f29\u6587\u4ef6":123,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b58\u6570\u6570\u636e":122,"\u5b66\u4e60":109,"\u5b66\u4e60\u6210\u672c\u9ad8":67,"\u5b66\u4e60\u7387\u4e3a":97,"\u5b81\u6ce2":105,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":64,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":37,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":111,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":111,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":64,"\u5b83\u53eb\u505a":108,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":125,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":110,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":118,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":111,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":108,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":108,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":125,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":96,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":103,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":111,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":105,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":105,"\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":125,"\u5b83\u7684":108,"\u5b83\u7684\u529f\u80fd\u662f":112,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":104,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":111,"\u5b83\u8868\u793a":109,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":64,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":111,"\u5b89\u6392":105,"\u5b89\u88c5":117,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":103,"\u5b89\u88c5\u540e":99,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":68,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":114,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":114,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[124,138],"\u5b89\u88c5\u5b8c\u6bd5\u540e":117,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":109,"\u5b89\u88c5\u6587\u6863":102,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":124,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u9759":105,"\u5b8c\u6210":110,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":51,"\u5b8c\u6210\u4e0a\u8ff0\u51c6\u5907\u4e4b\u540e":123,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":107,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":128,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":99,"\u5b8c\u6210\u5b89\u88c5":101,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":64,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":64,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":37,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":104,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":84,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":102,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":95,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u67e5\u770b":123,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":97,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":111,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":108,"\u5b98\u65b9\u6587\u6863":98,"\u5b9a\u4e49":64,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":64,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":107,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":96,"\u5b9a\u4e49\u4f4d\u7f6e":112,"\u5b9a\u4e49\u5728\u5916\u5c42":107,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":133,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":108,"\u5b9a\u4e49\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784":123,"\u5b9a\u4e49\u7c7b\u578b":112,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":108,"\u5b9a\u4e49\u8f93\u5165":112,"\u5b9a\u4e49\u8f93\u51fa":112,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":108,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":108,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":102,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":105,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":64,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":111,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":108,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":111,"\u5b9e\u73b0\u5728":112,"\u5b9e\u73b0\u5bf9":113,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":112,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":111,"\u5b9e\u73b0\u7684":96,"\u5b9e\u73b0\u7b80\u5355":67,"\u5b9e\u73b0\u7ec6\u8282":111,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":111,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":111,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":107,"\u5b9e\u73b0\u8be5\u5c42\u7684c":111,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":96,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":95,"\u5ba2\u6237":105,"\u5bb6":105,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":128,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":137,"\u5bbd\u5ea6":122,"\u5bbd\u5ea6\u4e3a":122,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":95,"\u5bbf\u4e3b\u673a\u7684c":[137,138,139],"\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":118,"\u5bf9":[105,123],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,102],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,102],"\u5bf9\u4e8e":108,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":124,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":124,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":67,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":105,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":109,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":105,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":105,"\u5bf9\u4e8e\u53cc\u5c42rnn":105,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":67,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":105,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":63,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":99,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":67,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":67,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":63,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":117,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":111,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":64,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":124,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":105,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":105,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":63,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":68,"\u5bf9\u4e8e\u6bcf\u79cdc":68,"\u5bf9\u4e8e\u8fd9\u6837\u7684\u9700\u6c42":123,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":108,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u5bf9\u4f7f\u7528\u7684\u4e2d\u95f4\u53d8\u91cf\u548c\u8d44\u6e90\u8fdb\u884c\u6e05\u7406\u548c\u91ca\u653e":123,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":111,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":97,"\u5bf9\u53cc\u5c42\u5e8f\u5217\u6765\u8bb2":122,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":110,"\u5bf9\u5e94":138,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":107,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":107,"\u5bf9\u5e94\u4e8e\u8c03\u7528c":122,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":112,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u5bf9\u63a8\u8350\u914d\u7f6e\u4e2d\u7684\u9009\u9879\u5efa\u8bae\u6309\u7167\u8bbe\u7f6e":120,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":63,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":111,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":111,"\u5bf9\u6bd4":67,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":63,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":63,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":112,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":111,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4":122,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":110,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":110,"\u5bf9\u8c61":97,"\u5bf9\u8c61\u5206\u914d\u7a7a\u95f4":123,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":68,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":107,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":84,"\u5bf9\u9762":105,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,102],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":64,"\u5bfb\u627epython\u4e0ec":117,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":68,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":95,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":95,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":92,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":97,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":92,"\u5c01\u88c5\u4e86":118,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":111,"\u5c06":[2,84,97,118],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":36,"\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":108,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":124,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":137,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":137,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":133,"\u5c06\u5176\u8bbe\u7f6e\u6210":95,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":105,"\u5c06\u542b\u6709\u5b50\u53e5":107,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u5c06\u56fe\u7247\u5206\u7c7b\u5230":123,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":105,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":133,"\u5c06\u5927\u91cf\u7684":67,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":97,"\u5c06\u5b83\u4eec\u653e\u5728\u540c\u4e00\u76ee\u5f55\u4e2d":123,"\u5c06\u5e8f\u5217\u5316\u7ed3\u679c\u5199\u5165\u4e00\u4e2a\u6587\u4ef6\u5185":123,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":108,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":117,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":117,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":124,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":84,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":111,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":97,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":110,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":128,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":128,"\u5c06\u7528\u4e8epython":112,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":128,"\u5c06\u7f51\u7edc\u7ed3\u6784\u5b9a\u4e49\u548c\u8bad\u7ec3\u7ed3\u675f\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6":123,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":128,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":125,"\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":105,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":110,"\u5c06\u900f\u660e":125,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":95,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":99,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":128,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":84,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":129,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":97,"\u5c06recurr":96,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":64,"\u5c1a\u53ef":105,"\u5c31":105,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":98,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":117,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":99,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":109,"\u5c31\u5c06\u8fd9\u4e9b\u5c42\u52a0\u5165\u4e00\u4e2apython":123,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":95,"\u5c31\u662f":105,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":118,"\u5c31\u662fpaddlepaddle\u4e2d\u6240\u6307\u7684":122,"\u5c31\u8fd9\u4e48\u7b80\u5355":99,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":118,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":67,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":99,"\u5c3d\u65e9\u62a5\u9519":112,"\u5c42\u524d\u5411\u8ba1\u7b97\u7684\u7ed3\u679c":123,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":111,"\u5c42\u6b21\u5316\u7684rnn":107,"\u5c42\u7684\u540d\u79f0\u4e0e":108,"\u5c42\u7684\u5927\u5c0f":111,"\u5c42\u7684\u7c7b\u578b":111,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":108,"\u5c45\u7136":105,"\u5c55\u793a\u4e86\u4e00\u4e2a\u542b\u67094\u4e2a\u5e8f\u5217\u7684":122,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":117,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":96,"\u5c5e\u6027":112,"\u5de5\u4f5c\u6a21\u5f0f":133,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":125,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":124,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":84,"\u5de5\u5177\u5408\u5e76fat\u5e93":138,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":114,"\u5de5\u5177\u6765\u7ba1\u7406":110,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":114,"\u5de5\u5177\u94fe":137,"\u5de5\u5177\u94fe\u7684android":137,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":117,"\u5df2\u6253\u5f00":110,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":133,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":118,"\u5e0c\u671b\u80fd\u591f\u5c06\u5e8f\u5217\u5316\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u53c2\u6570\u6253\u5305\u8fdb\u4e00\u4e2a\u6587\u4ef6":123,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":112,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":107,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":107,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":104,"\u5e38\u5e38\u51fa\u73b0":92,"\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":122,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[137,138],"\u5e38\u89c1\u7684\u5305\u62ec":117,"\u5e72\u51c0":105,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":36,"\u5e73\u5747\u6545\u969c\u7387":36,"\u5e76\u4e0d\u4fdd\u8bc1":111,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":105,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":128,"\u5e76\u4e0d\u771f\u6b63":[122,123],"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":105,"\u5e76\u4e0d\u96be":109,"\u5e76\u4e14":[2,108],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":99,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":113,"\u5e76\u4e14\u4f1a\u5199\u597d":64,"\u5e76\u4e14\u4f1a\u6839\u636e":137,"\u5e76\u4e14\u4f7f\u7528":68,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":105,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":135,"\u5e76\u4e14\u5305\u62ecunit":110,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":64,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":95,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":128,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":67,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":102,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":138,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":63,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":109,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":51,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":51,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":92,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":112,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":110,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":67,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":112,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":64,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":110,"\u5e76\u4e14\u8fd0\u884c":109,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":111,"\u5e76\u4e14cpu":112,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":97,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":125,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":124,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":110,"\u5e76\u521b\u5efaoptim":102,"\u5e76\u521d\u59cb\u5316":112,"\u5e76\u5220\u9664":84,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":36,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":36,"\u5e76\u53d1\u5e03\u5230pypi":84,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":101,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":124,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":111,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":108,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":63,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":111,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":96,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":37,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":112,"\u5e76\u5904\u7406\u4e0e\u4e4b\u76f8\u5173\u7684\u6240\u6709\u7ec6\u8282":123,"\u5e76\u5b89\u88c5\u4e86python":92,"\u5e76\u5b89\u88c5\u6700\u65b0":101,"\u5e76\u5b89\u88c5\u6709python2":103,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":124,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":92,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":111,"\u5e76\u5c06":84,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":108,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":96,"\u5e76\u5c06c":68,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":92,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":99,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":36,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":64,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":127,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":93,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":124,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":101,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":67,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":63,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":112,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":112,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":103,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":101,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":139,"\u5e76\u81ea\u52a8\u7f16\u8bd1paddlepaddle\u6240\u9700\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":137,"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":124,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":124,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":37,"\u5e76\u89c2\u5bdf\u7ed3\u679c":118,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":112,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":110,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":102,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":84,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":84,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":112,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":117,"\u5e8a\u4e0a\u7528\u54c1":105,"\u5e8a\u57ab":105,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":104,"\u5e8f\u5217\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":122,"\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u662f\u8bcd\u8bed":122,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u662f\u975e\u5e8f\u5217":122,"\u5e8f\u5217\u4fe1\u606f":122,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u914d\u7f6e":123,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u65f6":123,"\u5e8f\u5217\u5316\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\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":107,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":104,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":107,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":107,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":104,"\u5e8f\u5217\u8f93\u5165":122,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":95,"\u5e8f\u5217\u8f93\u5165\u793a\u610f\u56fe":122,"\u5e93\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u52a8\u6001\u5e93\u6587\u4ef6":120,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":108,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":110,"\u5e94\u8be5":105,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":108,"\u5e94\u8be5\u8bf4\u8c22\u8c22":110,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":109,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":97,"\u5e95\u5c42\u8fdb\u7a0b":125,"\u5efa\u7acb\u4e00\u4e2a":110,"\u5efa\u8bae":[84,100,110],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":133,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":68,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":110,"\u5f00\u53d1\u5206\u652f":101,"\u5f00\u53d1\u8005\u4f7f\u7528":109,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":84,"\u5f00\u53d1\u955c\u50cf":110,"\u5f00\u53d1\u9884\u6d4b\u5e8f":123,"\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u94fe\u63a5":120,"\u5f00\u542f":98,"\u5f00\u5934":[63,64],"\u5f00\u5934\u7684\u90e8\u5206":124,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":124,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":36,"\u5f00\u59cb\u6807\u8bb0":108,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":124,"\u5f00\u59cb\u9636\u6bb5":118,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":132,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":63,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":108,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":107,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":84,"\u5f3a\u70c8\u63a8\u8350":105,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":108,"\u5f53":135,"\u5f53\u4e00\u4e2a":122,"\u5f53\u4e0a\u8ff0\u63a5\u53e3\u7b2c4\u4e2a\u53c2\u6570":122,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":111,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":97,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":108,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":97,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":111,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":105,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":124,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":124,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":124,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":84,"\u5f53\u53ea\u505a\u63a8\u65ad":63,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":133,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":133,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":97,"\u5f53\u5f00\u542f":64,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":117,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":128,"\u5f53\u6253\u5f00":64,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":64,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":133,"\u5f53\u6a21\u5f0f\u4e3a":133,"\u5f53\u7136":[99,118],"\u5f53\u7136\u53ef\u4ee5":109,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":64,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":68,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":96,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":64,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":111,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":108,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":133,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":135,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":113,"\u5f53\u975e\u5e8f\u5217\u8f93\u5165\u65f6":122,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":51,"\u5f53n1":95,"\u5f62\u6210recurr":107,"\u5f62\u6210recurrent\u8fde\u63a5":107,"\u5f88":105,"\u5f88\u591a":[105,109],"\u5f88\u5b89\u9759":105,"\u5f88\u5e72\u51c0":105,"\u5f88\u65b9\u4fbf":105,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":118,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":93,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":67,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":105,"\u5f97\u4f7f\u7528":67,"\u5f97\u5230\u8f93\u51fa\u503c":112,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":107,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":108,"\u5faa\u73af\u7f51\u7edc\u4ece":108,"\u5fc5\u8981":68,"\u5fc5\u9009":124,"\u5fc5\u987b":111,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":64,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":105,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":107,"\u5fc5\u987b\u6307\u5b9a\u4e3a":123,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":108,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[137,138],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":138,"\u5fc5\u987b\u914d\u7f6e\u4e3a":[120,139],"\u5fc5\u987b\u914d\u7f6e\u9009\u9879":120,"\u5feb":105,"\u6027\u4ef7\u6bd4":105,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":117,"\u6027\u80fd\u5206\u6790":118,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":118,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":118,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":109,"\u6027\u80fd\u8c03\u4f18":132,"\u6027\u80fdtip":[137,138],"\u603b\u4f53\u6765\u8bf4":105,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":99,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":118,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":101,"\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":118,"\u60a8\u53ef\u4ee5\u5728":99,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":99,"\u60a8\u53ef\u4ee5\u5bfc\u5165":118,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":129,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":118,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":124,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":108,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":118,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":118,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":118,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":118,"\u60c5\u611f\u5206\u6790":84,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":114,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":108,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":133,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":133,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":133,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":133,"\u611f\u89c9":105,"\u6210\u529f\u7f16\u8bd1\u540e":120,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":128,"\u6210\u5458":112,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":124,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":111,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":118,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":68,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":64,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":102,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":111,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":127,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":128,"\u6211\u4eec\u4ee5\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u4e3a\u4f8b\u8fdb\u884c\u4ecb\u7ecd":123,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":64,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":64,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":124,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":63,"\u6211\u4eec\u4f1a\u628amkl":64,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[63,64],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":111,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":111,"\u6211\u4eec\u4f7f\u7528":111,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":102,"\u6211\u4eec\u4f7f\u7528\u4e86":105,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u6211\u4eec\u4f7f\u7528paddl":124,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":135,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":113,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":64,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":102,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":127,"\u6211\u4eec\u53ea\u9700\u8981":109,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":105,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":110,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":109,"\u6211\u4eec\u53ef\u4ee5":109,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":117,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":102,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":108,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":63,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":102,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":113,"\u6211\u4eec\u53ef\u4ee5\u5728":110,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":117,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":102,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":102,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":104,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":107,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":117,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":128,"\u6211\u4eec\u5728":113,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":108,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":108,"\u6211\u4eec\u5c06":128,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":105,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":127,"\u6211\u4eec\u5c06\u4f7f\u7528":108,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":108,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":105,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":132,"\u6211\u4eec\u5c06\u795e\u7ecf\u7f51\u7edc\u4e00\u6b21\u8ba1\u7b97\u63a5\u53d7\u7684\u6240\u6709\u8f93\u5165\u6837\u672c\u79f0\u4e4b\u4e3a\u4e00\u4e2a":122,"\u6211\u4eec\u5c06\u8bad\u7ec3\u7ed3\u675f\u540e\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u8f6c\u6362\u6210\u9884\u6d4b\u6a21\u578b":123,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":110,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":111,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":111,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":96,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":64,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":137,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[99,124],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":98,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":98,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":37,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":99,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":99,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":51,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":105,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":108,"\u6211\u4eec\u7684":109,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":110,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":105,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":105,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":110,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":104,"\u6211\u4eec\u8ba1\u5212\u5c06":63,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":64,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":51,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":113,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":127,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":108,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":105,"\u6211\u4eec\u9009\u62e9":37,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":112,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":63,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":128,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":37,"\u6211\u4eec\u9700\u8981":109,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":113,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":127,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":124,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":113,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":111,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":102,"\u6211\u5220\u9664\u4e86":110,"\u6211\u53ef\u4ee5\u7528":109,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":109,"\u6216":[2,118,122,138],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6216\u4e00\u4e2a\u5411\u91cf":107,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6216\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u8868\u793a\u8bcd\u8bed\u5728\u5b57\u5178\u4e2d\u7684\u5e8f\u53f7":122,"\u6216\u6700\u5927\u503c":104,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":104,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":104,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":124,"\u6216\u8005":[64,67,68,95,104,105,109,110,112,117,118,122],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[104,107],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":118,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":99,"\u6216\u8005\u53cd\u5411\u5730\u4ece":108,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":124,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":133,"\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":36,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":132,"\u6216\u8005\u5f15\u8d77\u884c\u65f6\u9519\u8bef":122,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":105,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":118,"\u6216\u8005\u66f4\u65e9":97,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":105,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":37,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":37,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":95,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[137,139],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":95,"\u6216\u8005\u8fd0\u884c":92,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":135,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":64,"\u6216gpu":133,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":95,"\u623f":105,"\u623f\u95f4":105,"\u6240\u4ee5":[2,64,84,95,99,117],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":84,"\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":4,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":64,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":96,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":95,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":127,"\u6240\u4ee5\u5728":64,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":36,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":105,"\u6240\u4ee5\u5bf9":105,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":124,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":118,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":128,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":64,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":101,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":105,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":101,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":64,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":64,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":51,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":96,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":111,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":64,"\u6240\u4f7f\u7528":138,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":137,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":105,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":68,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":110,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":133,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":125,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":64,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":137,"\u6240\u6709\u7684":[63,110,111],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":111,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":68,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":105,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":111,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":111,"\u6240\u6709\u76f8\u5173\u7684":63,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":68,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":111,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":108,"\u6240\u6709mkl":64,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":137,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":139,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u624b\u5199\u6570\u5b57\u8bc6\u522b":123,"\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u542b\u6709":123,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":92,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":92,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":101,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":105,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":118,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":64,"\u6253\u5f00":118,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":114,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":68,"\u6267\u884c":[84,103,120,125],"\u6267\u884c\u4e0a\u8ff0":137,"\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u751f\u6210makefile\u6587\u4ef6\u540e":120,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":98,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":129,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":101,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":124,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":103,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":112,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":98,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":99,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[137,138,139],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":124,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":108,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":124,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[137,138,139],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":118,"\u627e\u5230":[98,108,124],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":93,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":118,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":118,"\u628a":[37,111],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":37,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":113,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":109,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":127,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":109,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":108,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":108,"\u62c6\u6210\u4ee5\u4e0a\u4e24\u4e2a\u9759\u6001\u94fe\u63a5\u5e93":120,"\u62c6\u89e3":107,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":105,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":129,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":129,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":128,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":129,"\u62fc\u63a5":95,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":99,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":124,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":117,"\u6307\u5411\u4e00\u4e2alayer":107,"\u6307\u5b9a":[95,96,107,108],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":133,"\u6307\u5b9a\u4e3a":122,"\u6307\u5b9a\u4f7f\u75282":95,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":112,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":133,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":117,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":112,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":99,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":98,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":112,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":114,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":107,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":95,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":99,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":133,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":105,"\u6307\u5f00\u542fhttp\u670d\u52a1":117,"\u6307\u6d88\u9664\u74f6\u9888":117,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":36,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":133,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":133,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":133,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":133,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":133,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":133,"\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":133,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":133,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":128,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":109,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":96,"\u6309\u7167\u57fa\u672c\u6570\u636e\u7c7b\u578b\u5728paddlepaddle\u5185\u90e8\u7684\u5b9a\u4e49\u548c\u5b9e\u73b0":122,"\u6309\u94ae":[84,110],"\u633a":105,"\u633a\u597d":105,"\u635f\u5931\u51fd\u6570\u5c42":123,"\u6362":105,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":104,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":102,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":102,"\u63a5\u4e0b\u6765":112,"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":118,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":118,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":110,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":110,"\u63a5\u4e0b\u6765\u7b49\u5f85":110,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":112,"\u63a5\u53e3":[67,68,112,113,123],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":113,"\u63a5\u53e3\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u8ba1\u7b97":123,"\u63a5\u53e3\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":68,"\u63a5\u53e3\u662f":37,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":113,"\u63a5\u53e3\u6709\u4e00\u4e2a":95,"\u63a5\u53e3\u7684":95,"\u63a5\u53e3\u8bf4\u660e\u8bf7\u67e5\u770b":122,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":51,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":92,"\u63a7\u5236":133,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":64,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":64,"\u63a7\u5236\u7528\u6237\u6743\u9650":37,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":111,"\u63a8\u8350":105,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u5f0f":120,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":98,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":98,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u8350\u8bbe\u7f6e\u4e3a":120,"\u63a8\u8350\u914d\u7f6e\u4e3a":120,"\u63a8\u8350\u914d\u7f6e\u9009\u9879":120,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":110,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":109,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":112,"\u63cf\u8ff0\u95ee\u9898":110,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":114,"\u63d0\u4ea4pull":110,"\u63d0\u4f9b":125,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":51,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":128,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":125,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":117,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":125,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":125,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":51,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":104,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":51,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":37,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":125,"\u63d0\u793a":92,"\u641c\u7d22\u4ee3\u7801\u5e93":114,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":102,"\u64cd\u4f5c":105,"\u64cd\u4f5c\u7cfb\u7edf":[101,109],"\u652f\u6301\u4e24\u79cd\u5e8f\u5217\u7c7b\u578b":122,"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":139,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[106,107],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":51,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":124,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":137,"\u652f\u6301\u7684\u6700\u5c0fandroid":137,"\u652f\u6301\u7f16\u8bd1\u5668":137,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":128,"\u653e\u5fc3":105,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u6548\u679c\u5982\u4e0b":117,"\u6559\u7a0b":99,"\u6570":107,"\u6570\u5b66\u5e93":120,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":107,"\u6570\u636e":[51,122,123],"\u6570\u636e\u4e2d0":97,"\u6570\u636e\u5206\u7247":124,"\u6570\u636e\u63d0\u4f9b\u5668":132,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":67,"\u6570\u636e\u8f93\u5165":[107,122],"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":51,"\u6570\u636e\u96c6":123,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":37,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":37,"\u6570\u76ee":135,"\u6574\u4f53":105,"\u6574\u4f53\u4f7f\u7528\u6d41\u7a0b":123,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":105,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":128,"\u6574\u578b\u6570\u7ec4":122,"\u6574\u6570":111,"\u6574\u6570\u6807\u7b7e":[2,102],"\u6574\u6d01":105,"\u6587\u4ef6":[67,109,110,112,122,127],"\u6587\u4ef6\u4e2d":[112,123,128],"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":112,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":112,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":112,"\u6587\u4ef6\u4e3a":95,"\u6587\u4ef6\u4e4b\u5916":110,"\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":51,"\u6587\u4ef6\u5185\u5bb9\u4e3a":67,"\u6587\u4ef6\u540d":117,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":124,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":36,"\u6587\u4ef6\u547d\u540d\u4ee5":112,"\u6587\u4ef6\u59390":128,"\u6587\u4ef6\u5bf9\u5e94\u7684data":37,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":114,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":51,"\u6587\u4ef6\u7684\u6539\u53d8":110,"\u6587\u4ef6\u7684\u8def\u5f84\u6765\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u6587\u4ef6model":135,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":99,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u6863":92,"\u6587\u68631":113,"\u6587\u68632":113,"\u6587\u6863\u8f83\u5c11":113,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":114,"\u6587\u7ae0":128,"\u65b0":105,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":111,"\u65b0\u624b\u5165\u95e8":136,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":84,"\u65b0\u7248\u672c":64,"\u65b9\u4fbf":105,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":100,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":84,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":63,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":64,"\u65b9\u5f0f1":95,"\u65b9\u5f0f2":95,"\u65b9\u5f0f\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u5e8f\u5217\u5316\u5230\u4e00\u4e2a\u6587\u4ef6":123,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":64,"\u65b9\u6cd5\u4e00":135,"\u65b9\u6cd5\u4e09":135,"\u65b9\u6cd5\u4e8c":135,"\u65c1\u8fb9":105,"\u65e0":105,"\u65e0\u5ef6\u8fdf":133,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":67,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":37,"\u65e0\u8bba\u662f\u4ece":37,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":37,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":64,"\u65e0\u9700\u5173\u5fc3\u548c\u5904\u7406\u5e8f\u5217\u4fe1\u606f":122,"\u65e0\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":122,"\u65e0\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u65e0\u9ed8\u8ba4\u503c":[137,139],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":93,"\u65e9\u9910":105,"\u65f6":[36,63,64,95,97,104,108,111,120,122,128,133,137],"\u65f6\u4e00\u8d77\u66f4\u65b0":64,"\u65f6\u4f7f\u7528openblas\u6570\u5b66\u5e93":120,"\u65f6\u5019":105,"\u65f6\u5982\u4f55\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":122,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":138,"\u65f6\u88ab\u8bad\u7ec3\u7684":111,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":135,"\u65f6\u95f4":105,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":105,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":97,"\u6620\u5c04\u4e3a":109,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":111,"\u662f":[51,64,92,101,105],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":111,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":118,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":118,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":104,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":67,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":118,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":135,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":68,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":111,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":117,"\u662f\u4e00\u4e2aunbound":107,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,102],"\u662f\u4e00\u6b21\u9884\u6d4b\u63a5\u53d7\u7684\u6837\u672c\u6570\u76ee":122,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":107,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":127,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":67,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":97,"\u662f\u4f7f\u7528mkl\u6570\u5b66\u5e93":120,"\u662f\u504f\u5dee":108,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":68,"\u662f\u5411\u91cf":111,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":98,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":107,"\u662f\u5426\u4f7f\u7528":138,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":98,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":133,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":111,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":137,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[137,138],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":98,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[137,139],"\u662f\u5426\u4f7f\u80fd":138,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":98,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":112,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":124,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":133,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":98,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":133,"\u662f\u5426\u6253\u5f00":63,"\u662f\u5426\u652f\u6301gpu":98,"\u662f\u5426\u663e\u793a":133,"\u662f\u5426\u7a00\u758f":111,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":98,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":98,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":98,"\u662f\u5426\u7f16\u8bd1c":138,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":98,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":98,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":98,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":133,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":109,"\u662f\u56e0\u4e3ac99\u652f\u6301":67,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":108,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":111,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":111,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":51,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":117,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":99,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":104,"\u662f\u6211\u4eec":110,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":117,"\u662f\u6307":68,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":105,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":105,"\u662f\u6570\u636e\u8f93\u5165":108,"\u662f\u6709\u610f\u4e49\u7684":105,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":108,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":109,"\u662f\u7528\u6237\u4f7f\u7528c":68,"\u662f\u7684":109,"\u662f\u77e9\u9635":111,"\u662f\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u65f6":122,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":111,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":111,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":111,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":111,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":111,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":111,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":111,"\u662f\u8f93\u5165":108,"\u662f\u8fd9\u4e00\u7c7b\u7684":96,"\u662f\u8fdb\u884c\u8ba1\u7b97\u7684\u57fa\u672c\u5355\u4f4d":122,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":118,"\u662fc":68,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":107,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":118,"\u662fpaddlepaddle\u4e2d\u5355\u5c42\u5e8f\u5217\u548c\u53cc\u5c42\u5e8f\u5217\u5b58\u50a8\u793a\u610f\u56fe":122,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":107,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":111,"\u662frnn\u72b6\u6001":108,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":63,"\u663e\u7136":117,"\u665a":105,"\u6682\u4e0d\u8003\u8651\u5728\u5185":95,"\u6682\u65e0":101,"\u6682\u65f6\u4e0d\u652f\u6301python3":101,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":36,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":68,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":109,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":92,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":113,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":107,"\u66f4\u5feb":108,"\u66f4\u65b0":92,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":109,"\u66f4\u65b0\u6a21\u5f0f":95,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":114,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":95,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":97,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":103,"\u66f4\u8fdb\u4e00\u6b65":107,"\u66f4\u9ad8":108,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":107,"\u6700":105,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":128,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,99,110,111,124],"\u6700\u540e\u4e00\u4e2a":104,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":102,"\u6700\u540e\u518d\u8c03\u7528mutabl":113,"\u6700\u540e\u5220\u9664":84,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":111,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":138,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":133,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":67,"\u6700\u65b0\u7684\u4ee3\u7801":110,"\u6700\u65b0\u7684paddlepaddl":[92,99],"\u6700\u7ec8":111,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":107,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":102,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":107,"\u6708\u6e56":105,"\u6709":105,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[137,138,139],"\u6709\u4e24\u79cd\u65b9\u6cd5":98,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":111,"\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":111,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":95,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":109,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[137,138],"\u6709\u5173":105,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":137,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":102,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":125,"\u6709\u591a\u96be":109,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[63,64],"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":109,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":109,"\u6709\u6807\u51c6\u7684":67,"\u6709\u7684\u65f6\u5019":67,"\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":118,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":92,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":117,"\u670d\u52a1":105,"\u670d\u52a1\u5458":105,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":124,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":97,"\u672a\u8bbe\u7f6e":138,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":105,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":84,"\u672c\u5730":[92,101],"\u672c\u5730\u6d4b\u8bd5":132,"\u672c\u5730\u8bad\u7ec3":[122,132],"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":94,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":135,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":112,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":108,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":105,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":109,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":105,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":105,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":128,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"\u672c\u6587\u6863\u5c06\u4ee5linux":137,"\u672c\u6587\u6863\u63cf\u8ff0paddl":68,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":138,"\u672c\u6765":105,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":128,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":128,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":128,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":105,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":105,"\u673a\u5668\u4e0a\u4ee5\u53ca":139,"\u673a\u5668\u7684\u8bbe\u5907":135,"\u673a\u5668\u7ffb\u8bd1":84,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":133,"\u6765":105,"\u6765\u4e3a\u4e00\u4e2a":122,"\u6765\u4ee3\u66ff":110,"\u6765\u4f20\u8f93\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684\u7f51\u7edc\u7ed3\u6784\u548c\u76f8\u5173\u53c2\u6570":123,"\u6765\u4f7f\u7528dropout":96,"\u6765\u4f7f\u7528dropout\u7684":96,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":36,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":111,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":63,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":118,"\u6765\u521d\u59cb\u5316\u53c2\u6570":97,"\u6765\u542f\u52a8\u548c":109,"\u6765\u5b58\u50a8":122,"\u6765\u5b58\u50a8\u6570\u636e":[122,123],"\u6765\u5b8c\u6210\u524d\u5411\u548c\u53cd\u5411\u8ba1\u7b97":123,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":102,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u6765\u5b9e\u73b0":64,"\u6765\u5b9e\u9645\u5b58\u50a8\u6570\u636e":[122,123],"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":105,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[137,138],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":111,"\u6765\u6267\u884c":109,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":113,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":112,"\u6765\u63cf\u8ff0\u8f93\u5165":122,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u6765\u6ce8\u518c\u8be5\u5c42":111,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":135,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":109,"\u6765\u7279\u6307":122,"\u6765\u7279\u6307\u8c03\u7528paddlepaddl":123,"\u6765\u7279\u6307paddlepaddl":123,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u6765\u7279\u6307paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u4e00\u4e2a\u8f93\u5165":122,"\u6765\u786e\u4fdd\u628a":67,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u786e\u5b9a\u7a00\u758f\u77e9\u9635\u7684\u5185\u5bb9":122,"\u6765\u7f16\u8bd1":109,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u6765\u8868\u793a":108,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":67,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":95,"\u6765\u8ba1\u7b97\u68af\u5ea6":111,"\u6765\u8bb0\u5f55\u8f93\u5165":122,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":105,"\u6765\u8bbe\u7f6e":97,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":37,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8bfb\u53d6\u4e00\u4e2a":122,"\u6765\u8c03\u6574":110,"\u6765\u8c03\u7528":109,"\u6765\u8fd0\u884c\u5305\u62ec":109,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":109,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":118,"\u6765\u8fd0\u884c\u955c\u50cf":99,"\u6765\u8fdb\u884c\u8ba8\u8bba":68,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":95,"\u676f\u5b50":105,"\u6784\u5efa":137,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":137,"\u6784\u5efa\u76ee\u6807\u4e3a":138,"\u6784\u6210\u4e00\u4e2a\u5e8f\u5217":122,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":104,"\u6784\u9020":128,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":112,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":112,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":138,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":138,"\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":105,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":132,"\u67e5\u770b":110,"\u67e5\u770b\u5305\u7684\u5927\u5c0f":92,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":110,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":110,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":110,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":93,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":127,"\u67e5\u770blatest":84,"\u6807\u51c6":101,"\u6807\u51c6\u5dee\u4e3a":97,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":84,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":117,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":117,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":133,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":117,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":117,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":117,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":109,"\u6838\u5fc3\u4ee3\u7801\u7f16\u8bd1\u6210\u94fe\u63a5\u5e93":120,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":137,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":135,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":128,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":133,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":113,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":132,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":133,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":133,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":127,"\u6839\u636eport":124,"\u683c\u5f0f":133,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":64,"\u683c\u5f0f\u5b58\u50a8":122,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":112,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":138,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":138,"\u68af\u5ea6\u4f1a\u5c31\u5730":111,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":124,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":133,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":111,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":133,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":111,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":111,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":36,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":112,"\u697c\u5c42":105,"\u6982\u5ff5\u4e0a":123,"\u6982\u5ff5\u4e0a\u53ef\u4ee5\u5c06":122,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":113,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":95,"\u6a21\u578b\u4e2d\u6240\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u4f1a\u88ab\u5b58\u4e3a\u4e00\u4e2a\u538b\u7f29\u6587\u4ef6":123,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":36,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":36,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":125,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":108,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":108,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":108,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":108,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":102,"\u6a21\u578b\u914d\u7f6e":[0,94],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":67,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":117,"\u6a2a\u5411\u62fc\u63a5":95,"\u6b21":105,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":63,"\u6b22\u8fce\u901a\u8fc7":110,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":92,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":92,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":92,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":132,"\u6b64\u547d\u4ee4\u5c06\u5728":137,"\u6b64\u5904\u90fd\u4e3a2":105,"\u6b64\u5916":[96,109,110,137],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":117,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":118,"\u6b64\u65f6\u53ea\u9700\u8981":109,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":95,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":97,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":64,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":36,"\u6b64\u76ee\u5f55":123,"\u6b64\u793a\u4f8b":123,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":93,"\u6b65\u9aa4":95,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":107,"\u6bb5\u843d\u662f\u7531\u53e5\u5b50\u6784\u6210\u7684\u5e8f\u5217":122,"\u6bcf\u4e00\u4e2a":[84,123],"\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u53c8\u542b\u6709\u82e5\u5e72\u4e2a\u5185\u5c42\u5e8f\u5217":122,"\u6bcf\u4e00\u4e2a\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":37,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":105,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":105,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":125,"\u6bcf\u4e00\u4e2a\u8f93\u5165":[122,123],"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":95,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":117,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":105,"\u6bcf\u4e00\u884c\u5143\u7d20\u5728":122,"\u6bcf\u4e2a":64,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":37,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u6bcf\u4e2a\u5355\u5c42rnn":107,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":124,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":105,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":108,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":108,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":105,"\u6bcf\u4e2a\u5c42\u5728\u5176":111,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":133,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":107,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":105,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":111,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":105,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":105,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":64,"\u6bcf\u4e2a\u72b6\u6001":107,"\u6bcf\u4e2a\u7ebf\u7a0b":133,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":133,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":133,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":111,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":111,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":124,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":110,"\u6bcf\u4e2adata":37,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":64,"\u6bcf\u4e2aparamet":36,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":128,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":36,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":124,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":124,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":124,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":124,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":133,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":135,"\u6bcf\u6279\u6b21":133,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":110,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":110,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":63,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":117,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":37,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":111,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":133,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":133,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":133,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":133,"\u6bcf\u969410\u5206\u949f":36,"\u6bcfdot":133,"\u6bcflog":133,"\u6bcfsave":133,"\u6bcftest":133,"\u6bd4\u5982":[37,64,93,95,99,109,110],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":105,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":64,"\u6bd4\u5982\u5728":99,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":110,"\u6bd4\u5982\u5c06":84,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":138,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[137,139],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":36,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":37,"\u6bd4\u5982\u8282\u70b9\u7684id":124,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":97,"\u6bd4\u5982cento":101,"\u6bd4\u5982fpe":93,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":110,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":37,"\u6bd4\u5982pil\u5e93\u7b49":124,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":117,"\u6c34\u6e29":105,"\u6c49\u5ead":105,"\u6ca1":105,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":63,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[92,101],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[137,139],"\u6ce8":[36,84,99,122],"\u6ce8\u518c":112,"\u6ce8\u518ccpu":112,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[63,64],"\u6ce8\u518cop":112,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":112,"\u6ce8\u610f":[2,64,98,102,108,111,114,117,123,124,128,137,138,139],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":128,"\u6ce8\u610f\u4e8b\u9879":122,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":135,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":128,"\u6ce8\u91ca":112,"\u6cf3\u6c60":105,"\u6d41":105,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":110,"\u6d44":105,"\u6d4b\u8bd5":110,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":64,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":133,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":110,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":84,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":64,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":135,"\u6d4b\u8bd5model_list":132,"\u6d4b\u8bd5oper":112,"\u6d4b\u8bd5save_dir":132,"\u6d6e\u70b9\u578b\u6570\u636e":37,"\u6d6e\u70b9\u578b\u7a00\u758f\u77e9\u9635":122,"\u6d6e\u70b9\u578b\u7a20\u5bc6\u77e9\u9635":122,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u6d6e\u70b9\u6570":122,"\u6d6e\u70b9\u6570\u5411\u91cf\u7b49":122,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":111,"\u6df1\u5165paddlepaddl":64,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":117,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":117,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":108,"\u6dfb\u52a0":63,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":112,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":128,"\u6dfb\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[63,64],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":112,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":112,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":112,"\u6e05\u7406":109,"\u6e05\u7406\u548c\u7ed3\u675f":123,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":92,"\u6e29\u99a8":105,"\u6e90\u4ee3\u7801\u683c\u5f0f":110,"\u6e90\u5e8f\u5217":108,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":109,"\u6f5c\u5728\u4f1a\u5f15\u8d77\u672a\u5b9a\u4e49\u884c\u4e3a":122,"\u6fc0\u6d3b":111,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":64,"\u6fc0\u6d3b\u65b9\u7a0b":111,"\u6fc0\u6d3b\u7684\u7c7b\u578b":111,"\u70b9\u51fb":[84,101],"\u70b9\u51fb\u8fd9\u91cc":114,"\u70ed\u60c5":105,"\u7136\u540e":[118,125],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":124,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":107,"\u7136\u540e\u4f7f\u7528":138,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":113,"\u7136\u540e\u5355\u51fb":110,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":129,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":128,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":105,"\u7136\u540e\u5728\u524d\u5411":63,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":99,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":97,"\u7136\u540e\u5728etcd\u7684":36,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":92,"\u7136\u540e\u5b9a\u4e49":108,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":128,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":96,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":51,"\u7136\u540e\u6240\u6709\u7528":110,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":51,"\u7136\u540e\u6253\u5370\u8f93\u51fa":102,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":84,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":110,"\u7136\u540e\u70b9\u51fb":[84,110],"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":128,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":111,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":128,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":128,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":92,"\u7136\u800c":[108,133],"\u7248\u672c":[98,101,109,138],"\u7248\u672c\u4e3acpu_avx_mkl":99,"\u7248\u672c\u4e3acpu_avx_openbla":[101,103],"\u7248\u672c\u5206\u652f":84,"\u7248\u672c\u53f7":84,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":84,"\u7248\u672c\u53f7rc":84,"\u7248\u672c\u5728":110,"\u7248\u672c\u8bf4\u660e":101,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":84,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":95,"\u7279\u6307":123,"\u7279\u6709\u7684\u8bbe\u5907id":64,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":100,"\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":137,"\u73af\u5883\u53d8\u91cf":124,"\u73af\u5883\u53d8\u91cf\u4e2d":120,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":95,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":63,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":67,"\u7406\u89e3":109,"\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e00\u7ef4\u7684\u6574\u578b\u6570\u7ec4":122,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":118,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":37,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":37,"\u751f\u4ea7\u955c\u50cf":110,"\u751f\u6210":128,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":67,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":114,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":108,"\u751f\u6210\u6587\u6863":67,"\u751f\u6210\u7684":37,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":117,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":128,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":95,"\u751f\u6210\u7ed9\u5b9a":37,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":111,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":110,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":117,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":112,"\u751f\u6210api\u6587\u6863":67,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":51,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":117,"\u7528":51,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":111,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":135,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":96,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":133,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":112,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":64,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":133,"\u7528\u4e8e\u7ba1\u7406mkl":64,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":96,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":108,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":124,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":63,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":64,"\u7528\u4e8emkl":[63,64],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":108,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":105,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":117,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528paddlepaddle\u63d0\u4f9b\u7684\u5b98\u65b9\u5f00\u53d1\u955c\u50cf":137,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":138,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":114,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":137,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":114,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":68,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":37,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":68,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":133,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":135,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":137,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":98,"\u7528\u6237\u53ef\u5c06":137,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":138,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":137,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":137,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":137,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":96,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":92,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":37,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":97,"\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":128,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":92,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":51,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[137,138,139],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[96,97],"\u7528\u6237\u901a\u8fc7c":68,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":135,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[137,139],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":92,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":137,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":109,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":111,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":128,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":100,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":117,"\u7531":[96,107,122],"\u7531\u4e8e":120,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":63,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":105,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":111,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":36,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":137,"\u7531\u4e8ec":67,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":51,"\u7531\u4e8eeigen":113,"\u7531\u4e8emkl":64,"\u7531\u4e8epypi":84,"\u7531\u4e8estep":107,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":113,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":64,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":104,"\u7531\u94fe\u63a5\u65b9\u5f0f\u51b3\u5b9a":120,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":51,"\u7535\u8111":105,"\u767b\u5f55\u5230head\u8282\u70b9":129,"\u7684":[101,105,109,110,113,122,123,125,128,138],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":64,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":107,"\u7684\u4e3a0":133,"\u7684\u4efb\u4e00\u4e00\u79cd":95,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":113,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":104,"\u7684\u4fe1\u606f":64,"\u7684\u503c":[137,138,139],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":137,"\u7684\u504f\u7f6e\u5411\u91cf":111,"\u7684\u5171\u4eab\u5df2\u7ecf\u52a0\u8f7d\u7684\u9884\u6d4b\u6a21\u578b":123,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":112,"\u7684\u5185\u5b58":95,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":128,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":118,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":112,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":64,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":133,"\u7684\u53d8\u6362\u77e9\u9635":111,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":108,"\u7684\u5411\u91cf":111,"\u7684\u542f\u52a8\u53c2\u6570":128,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":128,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":117,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":67,"\u7684\u5730\u65b9":110,"\u7684\u5747\u5300\u5206\u5e03":97,"\u7684\u57fa\u672c\u903b\u8f91":64,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":124,"\u7684\u5934\u6587\u4ef6":67,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":64,"\u7684\u5b9e\u73b0":112,"\u7684\u5de5\u4f5c\u6d41\u7a0b\u5982\u56fe1\u6240\u793a":123,"\u7684\u5e73\u5747\u503c":104,"\u7684\u5e8f\u5217":122,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":105,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":110,"\u7684\u5f00\u53d1\u6d41\u7a0b":109,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":112,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":117,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":117,"\u7684\u6027\u80fd\u6709\u95ee\u9898":117,"\u7684\u60c5\u51b5\u4e0b":63,"\u7684\u63a5\u53e3\u6837\u5f0f":67,"\u7684\u63a5\u53e3\u8bf7\u67e5\u770b":122,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":110,"\u7684\u64cd\u4f5c":113,"\u7684\u6570\u636e\u6d41\u56fe":37,"\u7684\u6570\u76ee\u4e00\u81f4":104,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":110,"\u7684\u65b9\u7a0b":111,"\u7684\u65f6\u5019":64,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":95,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":105,"\u7684\u6700\u5c0f\u503c":133,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":110,"\u7684\u6784\u9020\u51fd\u6570":112,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":108,"\u7684\u6837\u5f0f":110,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":107,"\u7684\u6839\u76ee\u5f55":138,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":64,"\u7684\u683c\u5f0f\u5b58\u50a8":64,"\u7684\u6982\u5ff5":64,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":107,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":127,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":110,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":67,"\u7684\u7248\u672c":[84,109,139],"\u7684\u72b6\u6001":107,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u7684\u77e9\u9635":[95,111],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":111,"\u7684\u7a20\u5bc6\u77e9\u9635":122,"\u7684\u7a20\u5bc6\u77e9\u9635\u662f\u4e00\u4e2a\u7531":122,"\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":123,"\u7684\u7b2ci\u4e2a\u503c":111,"\u7684\u7b2cj\u4e2a\u503c":111,"\u7684\u7cfb\u7edf":109,"\u7684\u7ed3\u679c":63,"\u7684\u7f16\u5199":124,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u7684\u7f29\u5199":51,"\u7684\u7f51\u7edc\u6a21\u578b":63,"\u7684\u89c4\u8303":67,"\u7684\u89d2\u5ea6":37,"\u7684\u8ba1\u7b97\u4ee3\u7801":113,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":112,"\u7684\u8bdd":95,"\u7684\u8be6\u7ec6\u4fe1\u606f":117,"\u7684\u8f93\u5165":107,"\u7684\u8f93\u51fa":118,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":118,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":108,"\u7684\u8f93\u51fa\u683c\u5f0f":105,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":108,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":95,"\u7684\u8fd0\u884c\u73af\u5883":109,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":110,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":37,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":109,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":110,"\u7684cpu":112,"\u7684docker\u955c\u50cf":99,"\u7684flag":[63,64],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":124,"\u7684paddlepaddle\u5e93":137,"\u7684vanilla":63,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u76ee\u524d":107,"\u76ee\u524d\u4f7f\u7528":110,"\u76ee\u524d\u53ea\u8003\u8651":64,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":36,"\u76ee\u524d\u5728paddlepaddle\u4e2d":64,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":64,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":67,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":139,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":51,"\u76ee\u524d\u63d0\u4f9b\u4e09\u79cd\u94fe\u63a5\u65b9\u5f0f":120,"\u76ee\u524d\u652f\u6301":137,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":104,"\u76ee\u524d\u652f\u6301cento":103,"\u76ee\u524d\u652f\u6301fail":133,"\u76ee\u524d\u7684\u4f18\u5316":64,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":133,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":107,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":67,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":114,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":63,"\u76ee\u5f55":[99,109,125,127,128,137,138,139],"\u76ee\u5f55\u4e0b":[68,111,125],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":64,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":112,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":138,"\u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u793a\u4f8b":123,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":137,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":92,"\u76ee\u5f55\u4e2d":[120,123,125],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[137,139],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":138,"\u76ee\u5f55\u4e2d\u7684":118,"\u76ee\u5f55\u4e2dpaddl":128,"\u76ee\u5f55\u548c":[137,138,139],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":128,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"\u76ee\u6807\u5411\u91cf":108,"\u76ee\u6807\u5de5\u5177\u94fe":137,"\u76ee\u6807\u673a\u7248protobuf\u5e93":139,"\u76ee\u6807\u67b6\u6784":138,"\u76ee\u6807\u67b6\u6784abi":137,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":97,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":100,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":67,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":68,"\u76f4\u63a5\u5347\u7ea7\u5230\u66f4\u65b0\u7684\u7248\u672c":98,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":67,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":112,"\u76f4\u63a5\u8fd0\u884c":99,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f8\u5173\u5c42":63,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":97,"\u76f8\u5bf9":105,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5f53":105,"\u76f8\u6bd4":112,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":93,"\u77a7":103,"\u77e9\u9635":132,"\u77e9\u9635\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u503c\u968f\u673a\u751f\u6210":122,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":112,"\u77e9\u9635\u5927\u5c0f\u662f":63,"\u77e9\u9635\u662f\u5426\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u77e9\u9635\u7684\u9ad8\u5ea6":122,"\u77e9\u9635\u91cc\u7684\u5143\u7d20\u662f\u6d6e\u70b9\u6570":122,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":110,"\u78c1\u76d8\u4e0d\u591f":109,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":93,"\u793a\u4f8b":[95,97,123],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":105,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":105,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":105,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":[95,123],"\u793a\u4f8b\u5982\u4e0b":97,"\u793a\u4f8b\u7a0b\u5e8f":124,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":67,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":67,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165":122,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":123,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":36,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":102,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":102,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":95,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":113,"\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5c06\u88ab\u5e8f\u5217\u5316\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":123,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":105,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":95,"\u79bb":105,"\u79bb\u7ebf\u6279\u5904\u7406":37,"\u79f0\u4e3a":[108,110],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":137,"\u79f0\u4e4b\u4e3a":122,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":104,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":133,"\u79f0\u4f5c\u6709kernel":112,"\u79f0\u4f5ckernel":112,"\u79fb\u52a8\u7aef\u9884\u6d4b":122,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":111,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":128,"\u7a00\u758f\u768401\u5411\u91cf":[2,102],"\u7a00\u758f\u7684\u5411\u91cf":[2,102],"\u7a00\u758f\u77e9\u9635":122,"\u7a00\u758f\u77e9\u9635\u4f7f\u7528":122,"\u7a00\u758f\u77e9\u9635\u53ca\u76f8\u5173\u7684\u63a5\u53e3":122,"\u7a00\u758f\u77e9\u9635\u5b58\u50a8\u793a\u610f\u56fe":122,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":135,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":128,"\u7a0b\u5e8f\u4f9d\u8d56":124,"\u7a0b\u5e8f\u505c\u6b62":133,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":117,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":133,"\u7a20\u5bc6\u5411\u91cf":111,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":128,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,102],"\u7a20\u5bc6\u77e9\u9635":122,"\u7a97\u6237":105,"\u7acb\u523b\u9000\u51fa":95,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":98,"\u7ae0\u8282":137,"\u7aef\u53e3":93,"\u7aef\u6570\u636e\u7c7b\u578b":122,"\u7aef\u7684":117,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":95,"\u7b2c":105,"\u7b2c\u4e00\u4e2a":110,"\u7b2c\u4e00\u4e2a\u53c2\u6570":112,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":105,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":84,"\u7b2c\u4e00\u5929":105,"\u7b2c\u4e00\u6b65\u9700\u8c03\u7528":123,"\u7b2c\u4e00\u7ae0\u8282":102,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":112,"\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u9700\u8981\u6309\u7167\u4e0e\u65b9\u5f0f2\u540c\u6837\u65b9\u6cd5\u663e\u793a\u5730\u8fdb\u884c\u94fe\u63a5":120,"\u7b2c\u4e09\u65b9\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":120,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":84,"\u7b2c\u4e8c\u4e2a":95,"\u7b2c\u4e8c\u4e2a\u4e3a":84,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":112,"\u7b2c\u4e8c\u7c7b":96,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":111,"\u7b49":[64,68,93,112,123],"\u7b49\u4e8e\u6837\u672c\u6570":95,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":68,"\u7b49\u53c2\u6570":128,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":84,"\u7b49\u6587\u4ef6":68,"\u7b49\u7b2c\u4e09\u65b9\u5e93":120,"\u7b80\u5199":112,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":112,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":112,"\u7b80\u5355\u6765\u8bf4":118,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":97,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":118,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":127,"\u7b80\u76f4":105,"\u7b97\u6cd5":[95,108],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":108,"\u7ba1\u7406\u4e86\u6bcf\u4e2a\u8ba1\u7b97\u5c42\u8f93\u51fa\u7684\u5b58\u50a8\u7a7a\u95f4":123,"\u7c7b\u4f3c":[68,104],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":111,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":132,"\u7c7b\u522b\u6807\u7b7e\u4e4b\u4e00":123,"\u7c7b\u522b\u6807\u7b7e\u5c42":123,"\u7c7b\u540d\u548cc":67,"\u7c7b\u578b":[67,112,122,133],"\u7c7b\u578b\u4e3a":112,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":113,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":104,"\u7c7b\u578b\u540d\u4e3a":112,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":95,"\u7c7b\u578b\u662fsparse_binary_vector":[2,102],"\u7c7b\u578b\u662fsparse_float_vector":[2,102],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":105,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":112,"\u7c7b\u578b\u8fd8\u662f":122,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":112,"\u7c7b\u7684\u5bf9\u8c61":123,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":111,"\u7c7b\u91cd\u5199":112,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":111,"\u7cfb\u6570":112,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":117,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":112,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":124,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":112,"\u7ebf\u7a0bid\u53f7":135,"\u7ec6\u8282\u63cf\u8ff0":134,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":95,"\u7ed3\u5c3e":112,"\u7ed3\u675f\u6807\u8bb0":108,"\u7ed3\u675f\u9884\u6d4b\u4e4b\u540e":123,"\u7ed3\u6784\u4f53":[122,123],"\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":117,"\u7ed3\u679c\u8f93\u51fa\u5230":109,"\u7ed3\u8bba":67,"\u7ed9":105,"\u7ed9\u4e2a\u7b80\u5355\u7684":110,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":107,"\u7edf\u4e00\u7528":37,"\u7ee7\u627f\u81ea":112,"\u7ee7\u627f\u81eaoperatorbas":112,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":105,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":105,"\u7ef4\u7a7a\u95f4":108,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":108,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":95,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":99,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":99,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":128,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":128,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":117,"\u7f16\u5199\u7684\u90e8\u5206":101,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":124,"\u7f16\u53f7\u4ece0\u5f00\u59cb":95,"\u7f16\u7801\u5411\u91cf":108,"\u7f16\u7801\u5668\u8f93\u51fa":108,"\u7f16\u7801\u6e90\u5e8f\u5217":108,"\u7f16\u8bd1":[99,109,110,121,137],"\u7f16\u8bd1\u51fa\u7684paddlepaddle\u9884\u6d4b\u5e93\u548c\u5934\u6587\u4ef6":120,"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":114,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":139,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[137,138],"\u7f16\u8bd1\u5668":[137,138,139],"\u7f16\u8bd1\u5668\u6ca1\u6709":67,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":137,"\u7f16\u8bd1\u578b\u8bed\u8a00":67,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":94,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":137,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":114,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":98,"\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":139,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":117,"\u7f16\u8bd1\u6210\u529f\u540e":112,"\u7f16\u8bd1\u6210\u529f\u540e\u5728":120,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":133,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":117,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":64,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":117,"\u7f16\u8bd1\u65f6\u6307\u5b9a":117,"\u7f16\u8bd1\u751f\u6210":114,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":84,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":84,"\u7f16\u8bd1c":68,"\u7f16\u8bd1paddlepaddl":98,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":111,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":111,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":111,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":111,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":133,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":111,"\u7f51\u7edc\u63a5\u53d7\u4e00\u5e45\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165":123,"\u7f51\u7edc\u7ed3\u6784\u7684\u5e8f\u5217\u5316\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\u5b58\u50a8\u76ee\u5f55":123,"\u7f51\u7edc\u901a\u4fe1":111,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":92,"\u800c":[96,108,117],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":113,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":68,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":67,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":96,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":92,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":105,"\u800c\u4e0d\u662f\u76f8\u5bf9":122,"\u800c\u4e0d\u662fc":122,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":68,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":124,"\u800c\u4e14\u5305\u542b\u4e86c":101,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":51,"\u800c\u4e14cento":101,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":133,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":118,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":118,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":135,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":36,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":105,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":112,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":96,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":113,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":67,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":67,"\u800c\u5b89\u88c5\u5305":[92,101],"\u800c\u5b89\u88c5\u5305\u662f":[92,101],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":105,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":105,"\u800c\u5bf9\u4e8egolang":67,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":67,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":105,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":118,"\u800c\u662f\u5c06\u8f93\u5165":[122,123],"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":95,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":68,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":37,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":118,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":132,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":108,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":102,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":135,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":113,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":105,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":105,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":110,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":98,"\u800ceigenvector":113,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":107,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":67,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":102,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":102,"\u8054\u901a":124,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":107,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":107,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":107,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":96,"\u80fd\u83b7\u53d6":125,"\u811a\u672c":[109,123,137],"\u811a\u672c\u5f00\u59cb\u65f6":128,"\u811a\u672c\u96c6\u6210\u4e86\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u8fc7\u7a0b":123,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":110,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":125,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":107,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":36,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u81ea\u52a8\u751f\u6210":114,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":108,"\u81ea\u52a8\u9009\u62e9":138,"\u81ea\u6b64":[137,138],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":109,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u53e5\u5b50\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6bb5\u843d\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":122,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":135,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":68,"\u81f3\u5c11\u5305\u542bgcc_3":101,"\u81f3\u5c11\u5305\u542bglibcxx_3":101,"\u81f3\u6b64":[2,105,110],"\u8212\u9002":105,"\u826f\u597d\u7684\u6587\u6863":67,"\u8282\u70b9":[124,129],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":64,"\u82e5":111,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":97,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":138,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[137,139],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":104,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":118,"\u82e5\u6709\u5fc5\u8981":111,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":138,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":137,"\u82e5\u73af\u5883\u53d8\u91cf":[137,138,139],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":96,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":104,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":104,"\u82f1\u6587\u6587\u6863":114,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":114,"\u8303\u56f4":135,"\u83b7\u53d6":110,"\u83b7\u53d6\u53ef\u9009\u7684tag":99,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":101,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":92,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":36,"\u83b7\u53d6\u6e90\u7801":109,"\u83b7\u53d6\u8f93\u51fa\u65f6":123,"\u83b7\u53d6trainer":128,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":111,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":99,"\u83b7\u5f97\u8ba1\u7b97\u7ed3\u679c":123,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":125,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":129,"\u865a\u62df\u673a\u4e0a":109,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":68,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":124,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":132,"\u884c":122,"\u884c\u504f\u79fb":122,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":117,"\u8865\u5145\u4e0a\u6b21\u7684commit":110,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":111,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":111,"\u8868\u793a":112,"\u8868\u793a\u4e3adeviceid":135,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":64,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":105,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":125,"\u8868\u793a\u6570\u636e\u7c7b\u578b":112,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u504f\u79fb\u662f\u4ee5":122,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":112,"\u8868\u793a\u8bcd\u8bed\u5728\u8bcd\u5178\u4e2d\u7684\u5e8f\u53f7":122,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":128,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":128,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":139,"\u88ab":110,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":124,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u88ab\u653e\u5728":111,"\u88ab\u79f0\u4e3a":108,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":118,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":104,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":107,"\u8981\u8c03\u7528":111,"\u89c6\u9891\u7b49":122,"\u89e3\u51b3\u529e\u6cd5\u662f":92,"\u89e3\u51b3\u65b9\u6848\u662f":97,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":128,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":108,"\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":108,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":67,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":67,"\u8ba1\u5212\u5728":[63,64],"\u8ba1\u7b97":[108,124],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":108,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":111,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":96,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":108,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":111,"\u8ba1\u7b97\u8282\u70b9":124,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":124,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":111,"\u8ba1\u7b97\u8f93\u51fa":111,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":36,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":124,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":113,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":68,"\u8bad\u7ec3":132,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":36,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":84,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":125,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":118,"\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9ed8\u8ba4\u4fdd\u5b58\u5728\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":95,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":124,"\u8bad\u7ec3\u65f6":128,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":108,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":84,"\u8bad\u7ec3\u7a0b\u5e8f":124,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":128,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":128,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":132,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":133,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":133,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":133,"\u8bad\u7ec3dot_period":132,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":84,"\u8bb0\u5fc6\u6a21\u5757":108,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":125,"\u8bbe\u4e3a\u672c\u5730":125,"\u8bbe\u5b9a":96,"\u8bbe\u7f6e":[68,95,96,98,137,138],"\u8bbe\u7f6e\u4e3a":111,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":96,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":133,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":133,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":96,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":97,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":97,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[95,115],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":97,"\u8bbe\u7f6e\u5e8f\u5217\u4fe1\u606f\u7684\u63a5\u53e3":122,"\u8bbe\u7f6e\u6210":97,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":95,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":111,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":112,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":135,"\u8bbe\u7f6egpu":133,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":117,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":128,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":110,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":110,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":110,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":110,"\u8bc6\u522b\u6570\u5b57":84,"\u8bcd\u5411\u91cf":84,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":118,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":133,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":133,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":133,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":133,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":133,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":133,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":133,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":133,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":133,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\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":111,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":133,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":111,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":98,"\u8be5\u63a5\u53e3\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570":123,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":133,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":63,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":117,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":108,"\u8be5\u7c7b\u7684":112,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":111,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":64,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":137,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":111,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":96,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":105,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":112,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":125,"\u8be6\u7ec6\u53c2\u8003":98,"\u8be6\u7ec6\u53ef\u53c2\u8003":110,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":95,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":98,"\u8be6\u7ec6\u89c1":104,"\u8be6\u7ec6\u8bbe\u8ba1":51,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":84,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":117,"\u8bf4\u660e":[36,98,101,122],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":110,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":111,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":112,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":99,"\u8bf7\u4fdd\u8bc1travi":110,"\u8bf7\u5148\u4f7f\u7528":[137,138,139],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":135,"\u8bf7\u53c2\u8003":[2,68,92,95,102,105,111,112,123],"\u8bf7\u53c2\u8003\u6b64":123,"\u8bf7\u53c2\u89c1":110,"\u8bf7\u53c2\u9605":108,"\u8bf7\u5728\u8be5pull":110,"\u8bf7\u5728\u8f93\u5165\u65f6\u8fdb\u884c\u5408\u6cd5\u6027\u68c0\u67e5":122,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":110,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":110,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":114,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":133,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":112,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":101,"\u8bf7\u6ce8\u610f":[108,112,127],"\u8bf7\u6ce8\u610f\u662f\u5426\u9700\u8981\u4fee\u6539\u7f51\u7edc\u7ed3\u6784":123,"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":110,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":109,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":110,"\u8bf7\u76f4\u63a5\u586b\u51450":97,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":135,"\u8bf7\u786e\u4fdd":110,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":110,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":110,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":110,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":92,"\u8bf7\u9075\u5b88":110,"\u8bf7\u91c7\u7528":110,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":135,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6\u9700\u8981\u7684\u7ed3\u679c\u5373\u53ef":122,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":128,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":128,"\u8c03\u7528":[111,123,138],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":113,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[137,138],"\u8c03\u7528\u7528":117,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":124,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":112,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":111,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8c03\u7528c":[122,123],"\u8d21\u732e\u6587\u6863":114,"\u8d77":105,"\u8d77\u59cb\u5b58\u50a8\u5730\u5740\u4ee5\u6570\u636e\u7684\u5b58\u50a8\u5927\u5c0f\u4e3a\u5355\u4f4d\u7684\u504f\u79fb":122,"\u8df3\u8f6c\u5230":110,"\u8df3\u8fc7":95,"\u8f6c\u5316\u65b9\u6cd5\u5728\u76f8\u5e94\u7684\u9886\u57df\u90fd\u6709\u901a\u7528\u89e3\u51b3\u65b9\u6848":122,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":64,"\u8f6c\u6362\u5197\u4f59":63,"\u8f6c\u6362\u51fd\u6570":64,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":37,"\u8f6c\u6362\u8017\u65f6":63,"\u8f83":105,"\u8f93\u5165":[104,108,121,123],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":107,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":107,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":95,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":105,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":105,"\u8f93\u5165\u6570\u636e\u53ef\u5206\u4e3a":122,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":135,"\u8f93\u5165\u6570\u636e\u7c7b\u578b":122,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":111,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":111,"\u8f93\u5165\u68af\u5ea6":64,"\u8f93\u5165\u7684\u540d\u5b57":111,"\u8f93\u5165\u7684\u5927\u5c0f":111,"\u8f93\u5165\u7684\u7c7b\u578b":111,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":102,"\u8f93\u51fa":[104,108,112,123],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":107,"\u8f93\u51fa\u4fe1\u606f\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":122,"\u8f93\u51fa\u51fd\u6570":108,"\u8f93\u51fa\u521b\u5efa":[122,123],"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":104,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":107,"\u8f93\u51fa\u6240\u643a\u5e26\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":64,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":64,"\u8f93\u51fa\u6570\u636e\u662f\u5728\u4e0a\u6587\u4ecb\u7ecd\u7684":122,"\u8f93\u51fa\u6570\u636e\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":123,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":[121,123],"\u8f93\u51fa\u7531":122,"\u8f93\u51fa\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u8f93\u51fa\u7684\u68af\u5ea6":133,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":127,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a":122,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":122,"\u8f93\u51fa\u90fd\u4f1a\u5bf9\u5e94\u6709\u81ea\u5df1\u7684":[122,123],"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":36,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":105,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":95,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":63,"\u8fd0\u884c":123,"\u8fd0\u884c\u4e00\u4e2a":109,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":112,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":109,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":112,"\u8fd0\u884c\u5931\u8d25":135,"\u8fd0\u884c\u5b8c\u6210\u540e":125,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":117,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":117,"\u8fd0\u884c\u65e5\u5fd7":125,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":98,"\u8fd0\u884c\u65f6c":123,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":128,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":139,"\u8fd1":105,"\u8fd1\u671f\u76ee\u6807":64,"\u8fd4\u56de":[7,8,9,13,14,15,21,22,23,24,29],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,102],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":84,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":111,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,22,23,24,29],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":112,"\u8fd8\u4f1a":105,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":98,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":137,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":110,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":95,"\u8fd8\u662f":105,"\u8fd8\u662f\u4ece":37,"\u8fd8\u662f\u865a\u62df\u673a":109,"\u8fd8\u6709":105,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":124,"\u8fd8\u9700\u8981\u91cd\u5199":112,"\u8fd9":[95,105],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":97,"\u8fd9\u4e00\u4e2a\u5e93":120,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":118,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":68,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":63,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":68,"\u8fd9\u4e00\u8282\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u4ee3\u7801\u7f16\u5199\u76845\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4ecb\u7ecd\u548c\u8bf4\u660e":123,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":96,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":107,"\u8fd9\u4e09\u4e2a\u5206\u652f":84,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":117,"\u8fd9\u4e2a":[101,105,109],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":95,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":95,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":112,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":63,"\u8fd9\u4e2a\u51fd\u6570\u7684":108,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":105,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":108,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":68,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":68,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":128,"\u8fd9\u4e2a\u57fa\u7c7b":111,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":68,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":107,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":114,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":67,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":105,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":67,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":114,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":117,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":68,"\u8fd9\u4e2a\u793a\u4f8b":123,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":105,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":111,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":111,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":68,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":68,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":109,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":112,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":107,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":110,"\u8fd9\u4e2a\u9009\u62e9":[63,64],"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":108,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":68,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":37,"\u8fd9\u4e2aissu":109,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":128,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":107,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":95,"\u8fd9\u4e9b\u4f1a\u5728":[63,64],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":124,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":112,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":64,"\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":37,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7":124,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":128,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":111,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":95,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":95,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":105,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":84,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":111,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":110,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":110,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":111,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":105,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":98,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":112,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":109,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":110,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":110,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":105,"\u8fd9\u56db\u4e2a\u5e8f\u5217\u53c8\u5206\u522b\u542b\u67093":122,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":105,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":108,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":67,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":112,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":112,"\u8fd9\u610f\u5473\u7740":108,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":135,"\u8fd9\u65f6":[95,123],"\u8fd9\u65f6\u5728\u4f7f\u7528":97,"\u8fd9\u65f6\u7684":122,"\u8fd9\u65f6\u7684\u9700\u8981\u540c\u65f6\u63d0\u4f9b":122,"\u8fd9\u65f6\u884c\u504f\u79fb\u548c\u5217\u53f7\u6307\u5b9a\u7684\u5143\u7d20\u9ed8\u8ba4\u5176\u503c\u4e3a1":122,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u8fd9\u65f6\u9700\u8981\u8c03\u7528\u521b\u5efa\u5e8f\u5217\u4fe1\u606f\u548c\u4e3a":122,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":97,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":97,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":104,"\u8fd9\u662f\u56e0\u4e3a":67,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":110,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":105,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":92,"\u8fd9\u6837":[68,124],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":64,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":124,"\u8fd9\u6837\u4fdd\u8bc1":84,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":109,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":95,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":98,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":135,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":109,"\u8fd9\u6837\u5bb9\u5668\u7684":128,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":37,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":51,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":64,"\u8fd9\u6837\u5f53\u8be5pull":110,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":64,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":124,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":111,"\u8fd9\u6837\u7684\u8bdd":127,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":124,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":118,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":111,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":97,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":111,"\u8fd9\u79cd\u60c5\u51b5\u591a\u51fa\u73b0\u5728\u4f7f\u7528\u591a\u7ebf\u7a0b\u9884\u6d4b\u65f6":123,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":95,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":96,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":135,"\u8fd9\u79cd\u65b9\u5f0f\u6700\u4e3a\u7b80\u4fbf":120,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":108,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":107,"\u8fd9\u79cd\u94fe\u63a5\u65b9\u5f0f\u4e3b\u8981\u7528\u4e8e\u79fb\u52a8\u7aef\u9884\u6d4b":120,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":128,"\u8fd9\u7bc7":99,"\u8fd9\u7bc7\u6587\u6863":110,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u7edf\u4e00\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u5c06\u4f1a\u7edf\u4e00\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd":123,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":139,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":109,"\u8fd9\u7bc7\u6587\u6863\u7684\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u7ae0":109,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":105,"\u8fd9\u884c\u547d\u4ee4\u4e2d":117,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":108,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":67,"\u8fd9\u91cc":[64,97,98,108,110,128],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":112,"\u8fd9\u91cc\u4ecb\u7ecdc":123,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":117,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":105,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":95,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":102,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":111,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":128,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":95,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":125,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":84,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":113,"\u8fd9\u91cc\u9009\u62e90":84,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":36,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":117,"\u8fdb\u4e00\u6b65\u4f18\u5316":64,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":110,"\u8fdb\u5165":84,"\u8fdb\u5165\u5bb9\u5668":127,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":92,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":128,"\u8fdb\u7a0b\u7684":125,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":128,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":128,"\u8fdb\u7a0b\u9700\u8981\u7684":128,"\u8fdb\u800c\u591a\u673a":117,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":117,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":117,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":84,"\u8fdb\u884c\u4e86":105,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":128,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":128,"\u8fdb\u884c\u524d\u5411\u8ba1\u7b97":123,"\u8fdb\u884c\u56de\u590d":110,"\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u8fdb\u884c\u5f00\u53d1":110,"\u8fdb\u884c\u62c6\u89e3":105,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":111,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":137,"\u8fdb\u884c\u8bad\u7ec3":123,"\u8fdb\u884c\u8bbe\u7f6e":112,"\u8fdb\u884c\u94fe\u63a5":120,"\u8fdb\u884c\u9884\u6d4b\u4f9d\u8d56\u4e8e\u5c06":120,"\u8fdb\u884c\u9884\u6d4b\u65f6":123,"\u8fdb\u884cpython\u4e0ec":117,"\u8fdb\u9636\u6307\u5357":[102,136],"\u8fde\u63a5":107,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":124,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u9000\u51fa\u5bb9\u5668":127,"\u9002\u4e2d":105,"\u9009":105,"\u9009\u62e9":105,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":99,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":64,"\u9009\u62e9\u76ee\u6807\u5206\u652f":110,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":133,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":84,"\u9009\u9879":[98,109],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":51,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":132,"\u901a\u5e38":[68,112,117],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":128,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":124,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":135,"\u901a\u5e38\u4f7f\u7528cento":101,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":97,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":84,"\u901a\u5e38\u540d\u5b57\u662f":110,"\u901a\u5e38\u60c5\u51b5\u4e0b":118,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":127,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":36,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":139,"\u901a\u5e38\u7528\u4e8e\u8868\u793a\u79bb\u6563\u7684\u7c7b\u522b\u6807\u7b7e":122,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":108,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":111,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":105,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":117,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":135,"\u901a\u5e38\u9700\u8981\u53bb\u6389\u7f51\u7edc\u4e2d\u7684":123,"\u901a\u7528":132,"\u901a\u77e5":105,"\u901a\u8fc7":[95,105,110,111,112,122],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":107,"\u901a\u8fc7\u4f7f\u7528":98,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":63,"\u901a\u8fc7\u51fd\u6570":128,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":95,"\u901a\u8fc7\u591a\u4e2a\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u5185\u5b58\u5f00\u9500":123,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":107,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":107,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":110,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":68,"\u901a\u8fc7\u7075\u6d3b\u4f7f\u7528\u4ee5\u4e0a\u4e24\u4e2a\u63a5\u53e3":123,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":102,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":111,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":124,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":112,"\u901a\u8fc7\u8c03\u7528":[4,122,123],"\u901a\u8fc7\u8c03\u7528\u4ee5\u4e0b\u63a5\u53e3\u521b\u5efa\u7a00\u758f\u77e9\u9635":122,"\u901a\u8fc7data":107,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":139,"\u903b\u8f91\u4e0a\u9ad8\u4e8e\u4e8c\u7ef4\u7684\u6570\u636e":122,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":51,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":96,"\u9053\u6b49":105,"\u9069":105,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":110,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":84,"\u90a3\u4e48":[68,107,111],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":107,"\u90a3\u4e48\u4f1a\u643a\u5e26\u6709":122,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u5728":112,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":97,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":64,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":64,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":97,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":109,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":108,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":108,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":97,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":95,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":92,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":109,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":95,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":135,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":118,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":118,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":97,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":118,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":118,"\u90fd":105,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":64,"\u90fd\u4e0d\u9700\u8981":109,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":133,"\u90fd\u4f1a\u7ba1\u7406\u7ef4\u62a4\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"\u90fd\u4f7f\u7528":122,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":105,"\u90fd\u53ef\u4ee5\u8fd0\u884c":109,"\u90fd\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u4e0b\u9762\u7684\u63a5\u53e3\u4e3a\u539f\u6709\u7684\u6570\u636e\u8f93\u5165\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":122,"\u90fd\u5e94\u4f7f\u7528c":122,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":37,"\u90fd\u662f\u4ee5ext\u5f00\u5934":64,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":104,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":105,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":67,"\u90fd\u7528":110,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":63,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":110,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":111,"\u914d\u5236\u7f16\u8bd1\u9009\u9879":120,"\u914d\u7f6e\u6253\u5f00":118,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":111,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":109,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":51,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":108,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":111,"\u914d\u7f6eapi":104,"\u9152\u5e97":105,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":133,"\u91c7\u7528multi":97,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":36,"\u91cc":109,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":109,"\u91cc\u5b8c\u6210":112,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":67,"\u91cc\u7684":109,"\u91cc\u7684\u65e5\u5fd7":125,"\u91cc\u7684\u6e90\u7801":109,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":109,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":84,"\u91cc\u9762":112,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":137,"\u91cc\u9762\u6dfb\u52a0":64,"\u91cd\u5199\u7236\u7c7blayer\u7684":64,"\u91cd\u547d\u540d\u6210":67,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":118,"\u9488\u5bf9\u4e0d\u540c\u7684":138,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":127,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":95,"\u94fe\u63a5":120,"\u94fe\u63a5\u4e2d\u627e\u5230":101,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":98,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":67,"\u94fe\u63a5\u76f8\u5bf9\u5bb9\u6613":120,"\u94fe\u63a5\u9009\u9879":120,"\u94fe\u63a5\u9759\u6001\u5e93":120,"\u9519\u8bef":92,"\u9519\u8bef\u5904\u7406":67,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":67,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":67,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":97,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":109,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":127,"\u957f\u5ea6":95,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":108,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":108,"\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":122,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":133,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":133,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":114,"\u9664\u4e86boot_lay":105,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":68,"\u9664\u6b64\u4e4b\u5916":95,"\u9664\u96f6\u7b49\u95ee\u9898":95,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":110,"\u968f\u673a\u6570\u7684\u79cd\u5b50":133,"\u968f\u673a\u6570seed":132,"\u9694\u5f00":124,"\u96c6\u6210\u5230":63,"\u96c6\u6210\u5230paddlepaddl":64,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":133,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":127,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":124,"\u96c6\u7fa4\u4efb\u52a1":125,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":125,"\u96c6\u7fa4\u6d4b\u8bd5":132,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":124,"\u96c6\u7fa4\u8bad\u7ec3":132,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":94,"\u96c6\u7fa4\u8fdb\u7a0b":125,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":112,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":118,"\u9700\u6307\u5b9a":120,"\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":122,"\u9700\u6ce8\u610f":120,"\u9700\u8981":[37,109,112,123],"\u9700\u8981\u4e3a":112,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":128,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":101,"\u9700\u8981\u4f7f\u7528\u8005\u81ea\u5df1\u4e86\u89e3\u5e76\u5b8c\u6210\u8f6c\u5316":122,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":110,"\u9700\u8981\u4fee\u6539build":84,"\u9700\u8981\u521b\u5efa\u5e76\u586b\u5199":122,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[92,101],"\u9700\u8981\u5355\u72ec":99,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":51,"\u9700\u8981\u540c\u65f6\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5185\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":110,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":128,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":112,"\u9700\u8981\u54ea\u4e9b\u5c42\u7684\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u51fa":123,"\u9700\u8981\u5728":112,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":127,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":114,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":68,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":138,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":95,"\u9700\u8981\u5c06\u7f51\u7edc\u7ed3\u6784\u4f7f\u7528":123,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":84,"\u9700\u8981\u5c06cuda\u76f8\u5173\u7684\u5e93\u8bbe\u7f6e\u5230":120,"\u9700\u8981\u5c06paddl":120,"\u9700\u8981\u5f15\u7528":68,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":109,"\u9700\u8981\u601d\u8003\u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c":[122,123],"\u9700\u8981\u624b\u52a8\u8fdb\u884c\u89e3\u538b":123,"\u9700\u8981\u6267\u884c":[98,101,103],"\u9700\u8981\u6307\u5b9a":120,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":105,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":102,"\u9700\u8981\u660e\u786e\u6307\u5b9a":133,"\u9700\u8981\u663e\u5f0f\u5730\u94fe\u63a5":120,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5":120,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5mkl\u7684\u52a8\u6001\u5e93":120,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":67,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":128,"\u9700\u8981\u6ce8\u610f":112,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[64,84,95,133],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":111,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":105,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":137,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":96,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":64,"\u9700\u8981\u81ea\u5df1\u94fe\u63a5mkl\u94fe\u63a5\u5e93":120,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":68,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":109,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":107,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":84,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":113,"\u9700\u9644\u52a0\u53cc\u5c42\u5e8f\u5217\u4fe1\u606f":122,"\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u975e\u5e38\u6570":111,"\u975e\u5e8f\u5217\u8f93\u5165\u4e0d\u643a\u5e26":122,"\u975e\u5e8f\u5217\u8f93\u5165\u65e0\u9700\u6784\u9020":122,"\u975e\u96f6\u5143\u4e2a\u6570":122,"\u975e\u96f6\u5143\u7d20\u7684\u503c":122,"\u975e\u96f6\u5143\u7d20\u7684\u5217\u53f7":122,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":111,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":137,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":137,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":109,"\u987a\u5e8f":105,"\u9884\u63d0\u4ea4\u94a9\u5b50":110,"\u9884\u6d4b\u4ee3\u7801\u66f4\u591a\u8be6\u7ec6\u793a\u4f8b\u4ee3\u7801\u8bf7\u53c2\u8003":123,"\u9884\u6d4b\u4f7f\u7528\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u4e0d\u540c\u4e8e\u8bad\u7ec3":123,"\u9884\u6d4b\u5e93":121,"\u9884\u6d4b\u65f6":123,"\u9884\u6d4b\u65f6\u53ea\u9700\u52a0\u8f7d\u4e00\u4e2a\u6587\u4ef6\u4fbf\u4e8e\u53d1\u5e03":123,"\u9884\u6d4b\u7a0b\u5e8f\u5f00\u53d1\u4e24\u5927\u90e8\u5206":123,"\u9996\u5148":[2,105,108,111],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":98,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":110,"\u9996\u5148\u5b9a\u4e49":112,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":111,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":111,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":97,"\u9996\u5148\u901a\u8fc7":110,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":102,"\u9a71\u52a8":114,"\u9ad8\u4eae\u90e8\u5206":105,"\u9ad8\u5ea6":122,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":108,"\u9ad8\u65af\u5206\u5e03":97,"\u9ed8\u8ba4":[2,133],"\u9ed8\u8ba40":124,"\u9ed8\u8ba41":124,"\u9ed8\u8ba4127":124,"\u9ed8\u8ba4256k":51,"\u9ed8\u8ba47164":124,"\u9ed8\u8ba4\u4e0d\u663e\u793a":133,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":107,"\u9ed8\u8ba4\u4e3a0":[133,135],"\u9ed8\u8ba4\u4e3a1":[2,122,135],"\u9ed8\u8ba4\u4e3a100":135,"\u9ed8\u8ba4\u4e3a4096mb":133,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":107,"\u9ed8\u8ba4\u4e3anull":133,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":95,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":133,"\u9ed8\u8ba4\u4f7f\u7528mkl":98,"\u9ed8\u8ba4\u503c":[98,104,135,138],"\u9ed8\u8ba4\u503c\u4e3a":[137,138,139],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":138,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":107,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[97,125],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":97,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":105,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":99,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":99,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":127,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":138,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":63,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":135,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[137,139],"\u9ed8\u8ba4\u8c03\u7528":109,"\u9ed8\u8ba4fals":124,"abi\u7684paddlepaddle\u5e93":137,"abstract":[44,50,54,74,83,85],"android\u5b98\u65b9\u63d0\u4f9b\u7684":137,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":137,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":137,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":140,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":137,"api\u4e0d\u4f1a\u76f4\u63a5\u52a0\u8f7d":123,"api\u4e0d\u5c0f\u4e8e21":137,"api\u4e2d":122,"api\u4e2d\u4f7f\u7528":67,"api\u4e2d\u7684\u4e00\u7ef4\u6570\u7ec4":122,"api\u4e2d\u7684\u77e9\u9635\u6765\u8868\u793a":122,"api\u4e2d\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u8f93\u5165":123,"api\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5":123,"api\u4f7f\u7528\u6d41\u7a0b\u793a\u610f\u56fe":123,"api\u4f7f\u7528\u793a\u4f8b":123,"api\u521b\u5efa\u7684gradientmachine\u7c7b\u7684\u5bf9\u8c61":123,"api\u53ef\u4ee5\u901a\u8fc7\u5206\u522b\u6307\u5b9a\u5e8f\u5217\u5316\u540e\u7684\u7f51\u7edc\u7ed3\u6784\u6587\u4ef6\u548c\u53c2\u6570\u76ee\u5f55\u6765\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"api\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a":123,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"api\u5bf9\u6bd4\u4ecb\u7ecd":106,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":68,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":68,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":137,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":101,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u65f6":120,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u9700\u8981\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"api\u6240\u9700\u7684\u4f9d\u8d56":120,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":68,"api\u63a5\u53e3":51,"api\u63a5\u53e3\u751f\u6210":112,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":68,"api\u63a5\u53e3\u7684\u751f\u6210":112,"api\u63d0\u4f9b\u7684":123,"api\u652f\u6301\u7684\u6240\u6709\u8f93\u5165\u6570\u636e\u7c7b\u578b\u548c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u65b9\u5f0f":123,"api\u6587\u6863":[137,138],"api\u65f6":68,"api\u65f6\u4e3a\u8f93\u51fa":123,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":68,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":68,"api\u66b4\u9732\u7684\u7c7b\u578b":68,"api\u6765\u9884\u6d4b":[137,138],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":68,"api\u7684\u5934\u6587\u4ef6":[137,138,139],"api\u7684\u5b9e\u4f8b":68,"api\u7684\u5b9e\u73b0\u7ec6\u8282":68,"api\u7684\u63a5\u53e3":68,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":68,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":68,"api\u76f8\u5173\u63a5\u53e3":122,"api\u7ea7\u522b":137,"api\u7ea7\u522b\u4e3a21":137,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":68,"api\u8bad\u7ec3":123,"api\u9700\u8981\u521b\u5efa\u7684\u6570\u636e\u7c7b\u578b":122,"api\u9759\u6001\u5e93":138,"api\u9884\u6d4b\u5e93":138,"api\u9884\u6d4b\u65f6":123,"apis\u505a\u4e86\u5c01\u88c5":63,"app\u4e2d":[137,138],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":138,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":97,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":99,"avx\u7248\u672c":99,"avx\u7684\u955c\u50cf":99,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":124,"batch\u4e2d\u5305\u542b":95,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":133,"batches\u6b21":133,"block\u6784\u6210\u4e00\u4e2amodel":36,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":99,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":84,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":99,"book\u7684":102,"book\u7684docker\u955c\u50cf":99,"bool\u578b\u53c2\u6570":2,"boolean":[21,22,50,52,59,67],"break":[13,34,90,91],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":84,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":84,"byte":[13,15,51,66,97],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":67,"c\u6709\u6807\u51c6\u7684abi":67,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":67,"case":[8,20,22,38,44,45,50,54,62,68,74,78,80,81,118,126,141],"cc\u4e2d\u7684":113,"cells\u7b49":96,"char":40,"ci\u73af\u5883\u4f7f\u7528":84,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":84,"class":[5,6,7,8,9,10,11,13,14,18,20,22,24,27,29,30,33,44,45,48,49,53,54,55,57,58,60,62,67,71,72,76,77,81,82,83,85,86,87,88,90,97,111,112,113,119],"cmake\u4e2d\u5c06":118,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":137,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":92,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":137,"cmake\u7f16\u8bd1\u65f6":98,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[137,138,139],"cmake\u914d\u7f6e\u4e2d\u5c06":118,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[137,138,139],"compute\u51fd\u6570":63,"const":[33,38,40,53,60,61,75,76,78,82,85,87,88,89,90,111,112,113],"container\u4e2d":127,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":68,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":68,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":68,"core\u6982\u5ff5":68,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":102,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":97,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":135,"count\u548cgpu":135,"csr\u5b58\u50a8\u683c\u5f0f\u901a\u8fc7":122,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":112,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":112,"cuda\u5b9e\u73b0\u5728":112,"cuda\u5e93":133,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":112,"cuda\u76f8\u5173\u5e93\u4f1a\u5728\u9884\u6d4b\u7a0b\u5e8f\u8fd0\u884c\u65f6\u52a8\u6001\u88c5\u8f7d":120,"cudnn\u5e93":[98,133],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":117,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":37,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":113,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":128,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":105,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":105,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":3,"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":95,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":107,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":107,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":107,"decoer\u67b6\u6784":107,"default":[6,7,8,9,10,11,13,14,15,18,22,26,29,30,33,34,44,48,56,60,66,69,70,78,79,85,86,87,91,116,126,127,128,135,137,141],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":64,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":98,"distributed\u5206\u5e03\u5f0f":124,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":64,"dnn\u4e2d\u7684":64,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":64,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":64,"dnn\u4f1a\u7528\u5230":64,"dnn\u5171\u540c\u4f7f\u7528":64,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":64,"dnn\u5728\u53d1\u5e03":64,"dnn\u5b9e\u73b0":64,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":64,"dnn\u6570\u5b66\u5e93":98,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":64,"dnn\u7684":64,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":64,"dnn\u7684\u6027\u80fd":64,"dnn\u7684\u60c5\u51b5\u4e0b":64,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":64,"dnn\u7684\u6d4b\u8bd5":64,"dnn\u7684\u73af\u5883\u4e0b":64,"dnn\u7684\u76f8\u5173\u529f\u80fd":64,"dnn\u7684\u7ed3\u679c":64,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":64,"dnn\u7684layer":64,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":64,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":124,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":114,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":114,"docker\u5b98\u7f51":99,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":137,"docker\u7684\u5b98\u7f51":114,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":98,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":137,"docker\u955c\u50cf":99,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":99,"docker\u955c\u50cf\u9ed8\u8ba4":99,"dockerhub\u7f51\u7ad9":99,"double\u7c7b\u578b\u65f6\u4e3a8":97,"dropout\u7684\u6bd4\u4f8b":111,"eigenscalar\u7684\u8f6c\u6362":113,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":107,"encoder\u8f93\u51fa":107,"entropy\u4f5c\u4e3acost":97,"enum":[38,40,69,76,77,86,87,91],"export":[54,58,92,99,114,124],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,102],"fabric\u96c6\u7fa4":124,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":135,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":135,"final":[8,9,22,31,32,45,58,70,71,90],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":113,"float":[2,6,7,8,10,13,22,48,53,60,87,88,89,112,113,118,122],"float\u7b49":135,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":113,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":113,"full\u53c2\u6570\u63d0\u4ea4":93,"function":[8,9,13,21,22,23,27,30,32,33,35,39,40,41,43,44,45,48,49,53,54,57,60,65,70,71,74,75,76,77,78,80,81,82,83,85,87,90,108,116,117,141],"function\u4f7f\u7528":96,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":110,"github\u9996\u9875":110,"glibc\u81f3\u5c11\u5305\u542bglibc_2":101,"golang\u53ef\u4ee5\u4f7f\u7528":67,"golang\u7684":67,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":124,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":98,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":118,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":115,"gpu\u6267\u884c":113,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":133,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":92,"gpu\u7b49":84,"group\u6559\u7a0b":106,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":96,"gru\u6216lstm":108,"h\u5e76\u4e0d\u56f0\u96be":67,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":114,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,102],"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":133,"id\u6307\u5b9a\u7684gpu":135,"id\u65e0\u6548":133,"image\u91cc":127,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":37,"imikolov\u6570\u636e\u96c6":124,"import":[2,4,7,8,30,33,34,44,47,56,58,59,65,70,71,77,85,101,102,103,112,123,124,126],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":95,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":51,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":37,"instance\u5305\u6db5\u4e24\u4e2a\u503c":37,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":37,"int":[2,6,7,8,9,13,14,15,22,23,32,33,38,39,40,43,44,46,59,60,63,64,65,67,68,76,77,79,80,86,87,88,90,91,105,111,113,122,124,135],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":67,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":138,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":140,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":124,"issue\u7f16\u53f7":110,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":128,"job\u7684\u540d\u5b57":128,"kernel\u5b9e\u73b0":112,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":112,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":112,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":128,"kubernetes\u5355\u673a":124,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":128,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":128,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":127,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":105,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":105,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":96,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":107,"layer\u65f6":[64,96],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":102,"layer\u7684\u540e\u9762\u63a5\u6709cpu":64,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":111,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":96,"linux\u4e2d":99,"list\u4e2d":123,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":84,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":135,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":135,"long":[8,9,13,54],"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":107,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":108,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":108,"memory\u53ea\u80fd\u5728":107,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":105,"memory\u6307\u5411\u4e00\u4e2alay":107,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":108,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":105,"memory\u7684":108,"memory\u7684\u521d\u59cb\u72b6\u6001":107,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":105,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":107,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":108,"memory\u7684i":107,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":107,"mkl\u5e93\u7684":63,"mklml\u4ee5\u53camkl":64,"mklml\u53ef\u4ee5\u4e0emkl":64,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":64,"mnist\u624b\u5199\u6570\u5b57\u8bc6\u522b\u76ee\u5f55":123,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":63,"model\u505a\u5206\u652f\u7ba1\u7406":84,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":128,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":37,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":137,"new":[8,13,22,31,32,33,34,35,38,39,40,41,42,45,48,53,54,62,63,65,69,71,74,79,80,81,83,87,90,110,111,126,141],"note\u7684\u4e66\u5199":84,"null":[58,111,122,133],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":124,"num_gradient_servers\u53c2\u6570":128,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":97,"only\u7684\u4e8c\u8fdb\u5236":98,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":112,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":112,"op\u5b9a\u4e49":112,"op\u6709\u8ba1\u7b97\u51fd\u6570":112,"op\u6ce8\u518c\u5b9e\u73b0\u5728":112,"op\u7684\u4fe1\u606f":64,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":112,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":64,"openmpi\u96c6\u7fa4":124,"opprotomake\u5b9a\u4e49":112,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":114,"org\u76ee\u524d\u9075\u5faa":84,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":113,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":128,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":113,"packages\u91cc\u9762":92,"packages\u91cc\u9762\u7684python\u5305":92,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":63,"packed\u76f8\u5173\u529f\u80fd":63,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":98,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":67,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":105,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":95,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":67,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":67,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":67,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":68,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":67,"paddle\u7684c":68,"paddle\u8bad\u7ec3\u4efb\u52a1":37,"paddle\u8def\u5f84\u4e0b":68,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":67,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":68,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":67,"paddle_\u7c7b\u578b\u540d":68,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":68,"paddlepaddle\u4e2d":[104,107],"paddlepaddle\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u548c\u8f93\u5165\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c":122,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":105,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":64,"paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u8f93\u5165":122,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":96,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":102,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[137,138],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":102,"paddlepaddle\u4e3ano":99,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":98,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":96,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":124,"paddlepaddle\u4f7f\u7528\u5747\u503c0":97,"paddlepaddle\u4f7f\u7528avx":92,"paddlepaddle\u4f7f\u7528git":84,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":97,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":97,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":101,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":124,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":101,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":98,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":124,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":105,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":111,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":105,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":96,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":98,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,102],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":101,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4f1a\u6839\u636e":138,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":138,"paddlepaddle\u5c06\u6839\u636e":137,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[137,138,139],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":138,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":84,"paddlepaddle\u63d0\u4f9b":100,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":37,"paddlepaddle\u652f\u6301":98,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":102,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":103,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":95,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":95,"paddlepaddle\u6587\u6863\u4f7f\u7528":114,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":102,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":84,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":84,"paddlepaddle\u7684":127,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":84,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":95,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":97,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":127,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":124,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":137,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":96,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":114,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":114,"paddlepaddle\u7684\u6e90\u7801":110,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":98,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":64,"paddlepaddle\u7684bas":111,"paddlepaddle\u7684c":137,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":138,"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":137,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":137,"paddlepaddle\u7684dock":127,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":105,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":97,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":97,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":98,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":137,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":107,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":107,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":128,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":133,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":133,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":133,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":133,"passes\u8f6e":133,"patch\u53f7":84,"patch\u53f7\u52a0\u4e00":84,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":135,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":117,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":133,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":133,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":133,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":133,"period\u6574\u9664":133,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":133,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":51,"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":51,"pfsserver\u63d0\u4f9brest":51,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":139,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":140,"pi\u7248\u672c\u7684\u5e93":139,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":139,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":139,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":139,"pi\u7cfb\u7edf\u7684\u7248\u672c":139,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":100,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":124,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":124,"public":[14,18,22,33,53,55,60,76,82,85,87,88,90,111,112,113,126,127],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":99,"py\u4e2d":84,"py\u7a0b\u5e8f":101,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,95],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":95,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":84,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":84,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":101,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":92,"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":111,"python\u5e93yep":117,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":117,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":37,"reader\u8f93\u51fa\u7684data":37,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":128,"request\u524d":110,"request\u7684":110,"request\u88ab\u5408\u5e76\u540e":110,"resnet\u7684mkl":64,"return":[2,6,8,9,11,13,14,15,18,22,29,30,31,32,33,37,38,40,43,44,49,53,55,56,58,60,61,62,65,70,71,72,76,77,78,82,85,87,88,90,97,102,105,108,111,113,126,128],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":105,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":107,"rnn\u76f8\u5173\u6a21\u578b":115,"rnn\u90e8\u5206\u4e2d":63,"rnn\u914d\u7f6e":106,"root\u66ff\u6362\u4e3apaddlepaddle\u9884\u6d4b\u5e93\u7684\u5b89\u88c5\u8def\u5f84":120,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":37,"search\u7684\u65b9\u6cd5":133,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":105,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":107,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":133,"server\u4e4b\u4e0a":36,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":36,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":36,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":36,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":36,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":36,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":36,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":36,"server\u751f\u6210\u4e00\u4e2auuid":36,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":36,"server\u7684\u6570\u636e\u5feb\u7167":36,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":36,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":36,"short":[8,9,53,56,79,85,90],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":92,"size\u4e3a512":133,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":95,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":95,"size\u7684\u503c":2,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":111,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":95,"static":[29,40,68,85,87,126,141],"step\u51fd\u6570\u4e2d\u7684memori":107,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":107,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":138,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"super":[79,111],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":67,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":67,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":67,"swig\u76f4\u63a5\u8bfb\u53d6c":67,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":67,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[33,68,126],"tag\u4e3a":84,"tag\u53ef\u4ee5\u662flatest\u6216latest":84,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":84,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":113,"tensor\u5230eigentensor":113,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":113,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":113,"tensor\u6a21\u5757\u5bf9el":113,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":112,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":113,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":113,"tests\u7684paddlepaddl":110,"tflops\u4e86":118,"throw":126,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":117,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":124,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":102,"trainer\u8282\u70b9\u4e2a\u6570":124,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":124,"true":[6,7,8,9,10,11,13,15,20,22,23,29,30,32,33,38,54,59,63,72,77,78,79,80,84,87,90,95,97,105,108,111,122,123,126,128,135],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"try":[34,35,38,39,40,54,58,62,65,80,85,92],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":68,"type\u6307\u5b9a\u4e3a":117,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":117,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":96,"unsupported\u6a21\u5757":112,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":133,"v1\u7248\u672c":92,"var":[21,32,33,44,48,55,57,59,72,77,78,79,81,85,89,90,114],"vector\u662frank\u4e3a1\u7684tensor":113,"void":[33,38,40,50,53,55,60,65,66,67,68,77,78,86,87,88,89,111,112,113],"wheel\u5305":84,"while":[6,8,13,22,33,42,54,58,61,62,71,74,75,80,83,85,88,128],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":113,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":108,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":105,"x86_64\u548cmaco":92,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":102,"x\u548cwindow":137,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":102,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":128,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":128,"zero\u4e09\u79cd\u64cd\u4f5c":133,AGE:[126,127],AWS:[13,37,130,131],Abs:22,And:[7,8,10,13,14,15,22,29,31,38,42,43,50,56,58,69,73,76,80,85,88,126],But:[8,9,13,22,31,55,61,69,76,85,92,141],EOS:8,For:[4,7,8,9,10,13,22,29,30,32,33,39,40,41,43,44,45,48,49,54,55,57,60,62,66,69,70,71,74,75,76,77,78,79,80,81,82,83,86,87,88,89,91,116,118,141],IDE:109,IDs:[14,22,42,71],IRs:45,Into:126,Its:[7,8,86,126],K8s:141,NMS:8,NOT:[22,79],Not:[30,35,62,141],OPs:[45,47],One:[7,9,22,29,31,42,66,69,85,89],Ops:[81,83,87],PFS:51,QoS:127,Such:[60,79,90],TLS:[30,51,126],That:[8,13,73],The:[2,5,6,7,8,9,10,13,14,15,18,21,22,23,26,29,30,31,32,34,35,39,41,42,43,45,47,48,49,52,53,58,61,62,65,66,68,70,71,73,74,76,77,78,79,80,83,85,86,87,88,89,90,91,111,112,113,116,119,122,126,128],Their:[8,35],Then:[8,9,22,44,45,55,60,62,73,76,78,116,126],There:[7,8,14,22,29,30,33,34,35,40,42,43,45,52,53,54,58,62,69,70,71,74,75,76,79,83,85,86,88,126],These:[7,15,32,33,48,53,57,72,83,86,87],Use:[7,13,22,30,46,52,80,81,116,126],Used:[9,18,23,81,88],Uses:62,Using:[22,35,54,74,80,81,83,85],VPS:126,Will:[13,29,102],With:[8,9,44,48,54,73,77,90],YES:43,Yes:[64,99],___embedding_0__:128,___embedding_1__:128,___fc_layer_0__:126,__align__:53,__cuda_align__:53,__device__:53,__doc__:87,__file__:43,__forceinline__:53,__fp16:53,__global__:53,__gradient_machines__:29,__hadd:53,__half:53,__half_raw:53,__impl__:87,__init__:[48,49,56,62,72,79,90,111,116,117],__main__:[4,56],__name__:[4,56],__param_conf__:29,__rnn_step__:108,__square_error_cost_0__:128,__tmp_params__:29,__va_args__:82,__x:53,_addup_repetitive_outputs_:32,_append_backward_ops_:[32,48],_append_backward_vars_:32,_binari:34,_create_global_var:79,_def:62,_dtype:58,_filer:65,_filter:65,_fwd:65,_fwd_pd:65,_input:65,_librari:34,_link:9,_live_in:62,_live_out:62,_loss:56,_op:[58,112],_output:65,_presucessor:62,_program:62,_proj:8,_recurrent_group:108,_remove_no_grad_branch_:32,_reorder_input:65,_source_language_embed:108,_src_input:65,_sucessor:62,_target_language_embed:108,_test:34,_update_op:49,_use:62,_value_index:58,a75:53,a_op:112,aaaaa:37,aaaaaaaaaaaaa:126,abbrevi:15,abc:8,abil:56,abl:[8,30,32,45,60,72,76,79,141],about:[9,15,33,34,43,47,52,62,70,80,85,87,88,116,126],abov:[2,7,8,22,30,32,33,34,35,39,44,45,53,54,55,57,65,70,71,72,73,74,76,77,79,87,89,90,116,118,126,141],abs:[9,20,31,56],abs_numerical_grad:31,acc:45,acceler:[8,36,64,73,74],accept:[6,8,13,22,30,81],access:[8,9,22,30,34,39,42,43,44,45,79],accessmod:126,accessor:79,accord:[7,8,15,22,31,32,40,45,47,57,71,81,90],accordingli:[7,8],account:[81,141],accrodingli:38,accumul:[35,40,49,73,74],accur:[31,42,76],accuraci:[7,18,49],achiev:[47,73,74,88],acquir:54,across:[8,13,32,45,70],act1:58,act2:58,act:[8,9,22,23,33,45,58,71,79,90,95,102,103,105,108,119],act_output:87,act_typ:58,actgat:22,action:126,activ:[9,22,23,28,34,58,62,71,76,79,83,87,95,102,103,108],activi:9,actnod:22,actual:[8,22,38,48,54,56,58,65,69,74,87,88,89],actual_layout:65,adadelta:95,adagrad:[24,74,86],adagradoptim:72,adam:[24,30,40,45,56,97],adamax:24,adapt:[7,10,29,76,89],add:[8,9,13,20,22,24,27,29,31,32,33,34,38,42,45,47,49,53,55,59,61,72,74,78,79,81,83,85,88,92,110,113,119],add_activ:79,add_bia:79,add_depend:34,add_execut:34,add_input:[70,111],add_memori:70,add_output:70,add_scalar:[33,71,77],add_sum:79,add_test:[34,111],add_to:96,add_two:[33,70],add_unittest_without_exec:111,addattr:[87,112],addbia:111,addcom:[87,112],added:[7,8,18,22,27,29,33,47,48,53,69,73,74,83,110],adding:83,addinput:[87,112],addit:[8,9,32,73,76,81,83,90],addition:70,addmemori:65,addop:55,addoutput:112,addprimit:65,addprimitivedesc:65,addr:35,address:[35,40,44,45,122,141],addrow:111,addtolay:8,addtyp:87,adjust:[32,48],admin:141,administr:[42,141],adopt:[53,56],advanc:31,advantag:[31,53,54,74,80],adversari:[56,80],affect:[8,33],affili:71,afford:39,afi:2,aforement:34,after:[8,9,14,15,22,32,33,34,39,40,42,45,46,47,48,50,52,53,62,65,73,75,76,79,110,116,126],aftern:76,again:[30,35,74],against:126,age:[14,128],agg_level:[8,104,105],aggreg:[49,73,126],aggregatelevel:[104,105],ago:34,agre:[2,95,102],alex:22,alexnet_pass1:135,alexnet_pass2:135,algo:65,algo_hrnn_demo:105,algorithm:[8,10,22,32,39,48,62,65,71,74,83,89],alia:22,align:[8,9,13],all:[2,6,7,8,18,20,22,23,29,30,32,33,34,35,38,40,42,43,44,45,46,48,50,52,54,56,57,58,61,62,65,66,68,69,70,71,72,73,74,76,77,79,81,87,88,92,95,102,107,119,126,128,141],all_output_nam:32,alloc:[6,40,43,62,65,88,113,119],allow:[30,40,44,45,48,54,74,83,126],allow_only_one_model_on_one_gpu:[132,133,135],allreduc:73,almost:22,along:[8,15,22,23],alpha:[22,34,83],alreadi:[22,34,35,54,65,79,85,92,126],also:[8,9,14,22,30,32,33,34,38,41,45,53,54,55,56,57,58,61,62,69,70,71,74,75,76,77,78,79,80,83,85,87,88,90,91,118,141],altern:116,although:[32,73],altogeth:141,alwai:[8,9,22,29,34,66,86,126,128],amazon:[126,127],amazonaw:126,amazonec2fullaccess:126,amazonelasticfilesystemfullaccess:126,amazonroute53domainsfullaccess:126,amazonroute53fullaccess:126,amazons3fullaccess:126,amazonvpcfullaccess:126,ambigu:80,amd64:126,amd:69,amend:110,among:[22,126],amort:73,amount:22,analys:76,analysi:[76,116],analyz:62,ancestor:[77,79],andd:126,andrew:62,android:137,android_abi:137,android_api:137,android_arm_neon:137,android_native_api_level:137,android_standalone_toolchain:137,android_toolchain:137,androideabi:137,ani:[2,8,9,13,22,24,30,34,35,40,42,43,44,45,50,53,54,60,62,66,71,73,74,79,80,82,83,89,95,102,126],announc:53,anoth:[8,13,29,30,32,33,43,54,65,71,79,85,87,88,89,126],anroid_arm_mod:137,ans:126,answer:[44,54,126],anymor:73,anyth:[13,71,80,126],anytim:56,anywai:116,apach:[2,64,95,102],apart:22,api:[14,18,29,30,32,34,40,41,43,44,49,51,55,56,58,70,75,76,81,84,90,91,101,115,116,117,118,120,122,124,126,128,136,137,141],api_shar:34,api_test:34,api_trainer_config_helpers_lay:108,apiserv:126,apivers:[126,127,128],appar:32,appear:[44,54,57,88],appel:62,append:[2,22,29,32,48,49,71,79,80,105,108,124,128],append_backward:[24,32,72,116,117],append_batch_s:22,append_clip_op:48,append_gradient_machin:29,append_op:[48,61,79],append_oper:79,appleyard:118,appli:[8,22,56,57,73,76,85],applic:[2,26,44,53,54,57,79,81,95,102,116,118,126,127,141],applyl1:38,approach:[8,45,46,47,73,74,75,83,141],approxim:[20,22,74],apt:[99,116,117],arang:22,arbitrari:[8,45,66],arch:137,architectur:53,archiv:[14,67,68,120],area:56,arg:[2,7,9,26,32,58,72,87,97,112,128],arg_nam:8,argpars:128,args_ext:128,argu:78,argument:[2,8,13,15,26,32,33,38,39,45,72,75,78,79,120,122,123,128,137],argumentpars:128,arithmet:53,arm64:[137,138],arm64_standalone_toolchain:137,arm:[53,137,138,139],arm_standalone_toolchain:137,armeabi:137,armv7:[53,138],armv8:53,arn:126,around:[2,8,42,62,79,126,141],arrai:[4,6,8,13,15,22,29,40,44,57,71,77,79,80,81,90,95,97,102,112,122],arrang:90,arrari:[22,122],array_to_lod_tensor:62,arrow:56,articl:[54,57,110],artifact:[84,126],artifici:[20,62],arxiv:[9,20,22,56],as_row_vector:8,as_step_input:33,asgd:74,ask:[32,35,42],assert:4,assgin:62,assign:[7,8,23,32,39,44,46,48,53,73,122,126,141],assignmemt:62,associ:[75,82],assum:[7,8,22,33,45,65],assumpt:45,ast:44,astyp:[80,112],asyc:35,async:[35,132],async_count:[132,133],async_lagged_grad_discard_ratio:133,async_lagged_ratio_default:[132,133],async_lagged_ratio_min:[132,133],asynchron:[35,73,76],atom:46,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,23],attn_scor:23,attr1:8,attr2:8,attr:[6,8,9,22,33,44,58,61,65,77,78,79,87,95,96,97,108,112],attr_map:87,attrdesc:77,attribu:65,attribut:[8,9,22,28,32,33,47,48,61,77,79,81,85,87,90],attributemap:112,attrproto:87,attrtyp:[77,87,112],attrvalu:87,auc:[49,132],authent:126,author:[2,51,95,102,126],auto:[33,38,46,65,67,78,81,85,89,90,98,111,112,113,118],autom:126,automat:[8,22,30,32,40,45,47,48,55,72,81,87,116,126],avail:[35,40,47,53,54,62,126,141],averag:[7,8,11,22,29,39],average_test_period:[132,133],avg:[104,118],avg_cost:[45,119],avg_x:22,avgpool:8,avoid:[31,33,35,45,61,65,73,74,75,118],avx:99,awai:54,await:127,awar:[30,44,49,70,79,116,126],awk:129,aws:51,aws_account_id:126,awsaccountid:126,awskeymanagementservicepowerus:126,axes:22,axi:[8,22,95],axis:8,aync:47,b363:127,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:127,ba5f:126,back:[8,22,29,32,35,45,53,56,74],background:[7,8,83],background_id:[7,8],backpropag:[31,32],backward:[5,8,9,27,31,33,38,40,48,56,63,64,72,74,75,78,82,83,111,112,119],backward_first:108,backward_op:31,backwardactiv:111,baidu:[54,127],bake:45,balanc:[47,73,126],bandwidth:[53,73],bare:[127,141],barrier:124,barrierstatset:118,basci:58,base:[7,8,11,13,14,18,20,22,24,27,30,39,48,49,53,54,60,65,69,72,73,74,76,81,82,83,88,90,109,116,119,126],baseactiv:9,baseerrorclipattr:48,baseev:29,basematrix:111,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,29],bash:[98,99,109,110,124,126,127,128],basi:[2,95,102],basic:[8,29,45,58,65,76,77,81,82,90],batch:[8,9,13,15,18,22,23,29,30,33,35,37,38,45,49,50,54,56,59,69,70,71,73,74,90,102,122,126,127,128],batch_id:[29,56,102],batch_im:56,batch_images_from_tar:15,batch_label:56,batch_norm:56,batch_norm_lay:9,batch_norm_typ:8,batch_read:[37,80],batch_siz:[13,45,56,63,71,95,102],batch_szi:56,batch_z:56,batchnorm:[22,56],batchsiz:[8,111],bazel:34,bbbbb:37,bbox:7,bcd:8,bcebo:14,bcm2708:139,bdist_wheel:84,beacus:58,beam:[8,108],beam_gen:[8,108],beam_search:[29,71,107,108],beam_siz:[8,71,108,132,133,135],becaus:[7,8,14,23,30,33,34,35,40,53,71,75,79,80,83,85,86,89,90,91,105,116,126],becom:[46,47,85,88],been:[8,9,22,32,34,39,54],befor:[8,9,22,32,35,42,48,52,57,69,74,75,76,80,83,92,95,112,116,126,141],begin:[7,8,18,22,32,38,40,49,52,57,71,73],beginiter:[29,30],beginn:108,beginpass:[29,30],begintrain:30,behavior:22,behind:[54,90],being:[22,32,42,48,54,78,80,116],belong:[7,8,45,85],below:[33,35,40,45,47,53,54,66,75,80,83,90,91,126],benchmark:66,benefit:[9,42,43,71],bengio:20,besid:[8,14,45,62,69,73],best:[34,65],besteffort:127,beta1:[10,24],beta2:[10,24],beta:[22,56],better:[9,34,54,62,65,71,89,126,141],between:[7,8,15,22,29,32,34,35,40,45,47,53,54,65,68,73,75,82,85,126],bgr:15,bi_gru:9,bi_lstm:9,bia:[8,9,22,71,79,111],bias:[8,22],bias_attr:[8,9,22,79,95,97,105,108],bias_initi:22,bias_param_attr:9,biases_:111,biasparameter_:111,biassiz:111,bidi:127,bidirect:[8,9],bidirectional_lstm:96,big:[44,47,62,141],bigger:35,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:118,bin:[99,123,124,126,127,128],binari:[7,8,13,22,34,43,45,53,56,66,116,123,126],bind:[44,53,55,85,88],bioinf:22,bit:[53,54],bitcod:138,black:56,blank:[8,126],block0:62,block1:62,block2:62,block:[8,32,36,38,40,44,45,46,47,48,49,50,54,60,62,69,70,72,88,91,113],block_i:8,block_id:[44,50],block_x:8,blockdesc:[33,57,79,81],blockdescbind:60,blockingcount:46,blueprint:71,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,81,99,108,114,119],bool:[6,7,8,9,10,11,13,15,22,29,33,53,59,61,63,64,65,78,79,86,87,90,91,111,122,133,135],boost:[69,88],boot:[8,107,108,141],boot_bia:8,boot_bias_active_typ:8,boot_lay:[105,108],boot_stat:90,boot_with_const_id:8,bootstrapp:141,borrow:[56,90],bos_id:[8,108],both:[5,6,8,9,15,22,30,33,34,35,42,45,47,53,54,56,60,62,69,71,73,76,78,86,88,126],bottl:73,bottleneck:76,bottom:29,bound:[8,22,62],boundari:45,boundri:7,box:[8,56],brace:[33,57],brain:42,branch:[8,22,30,33,34,45,54,59,77,84,110],break_if:90,brief:[34,40,53,88,113],bring:[54,62],broadcast:[22,35,73,81,141],broken:110,browser:[116,126],bsd:[73,109],bucket_nam:126,buf:38,buf_siz:[13,45],buffer:[13,38,65,66,74,80,85,119],buffer_s:13,buffered_read:80,bufsiz:13,bug:[110,126],build:[8,14,34,43,45,57,58,62,64,74,83,84,87,92,98,109,110,114,116,117,120,124,126,128,130,131,137,138,139],build_dict:14,build_doc:114,build_model:56,buildtool:84,built:[34,44,45,53,54,62,69,73,87,90,116,117,118,141],bunch:66,button:126,c11:67,c703c041:110,c99:68,c99e:126,cach:[53,95],cache_pass_in_mem:[2,95],cachetyp:[2,95],cacul:[9,49],caff:[33,54],caffe2:[33,44,54],caffe_poli:97,calc_batch_s:2,calcul:[7,8,9,18,22,31,32,35,40,46,49,53,62],calcut:62,calendar:76,call:[7,8,9,13,22,29,30,31,32,33,38,39,40,41,43,44,45,48,54,56,57,62,70,71,72,76,79,81,82,85,87,88,90,116,117,118,126,128],callabl:[6,8,13,14],callback:[48,111],caller:[31,116,126],calrnn:105,can:[6,7,8,9,13,14,15,22,23,26,29,30,31,32,33,34,35,38,39,42,43,44,45,47,48,50,53,54,55,56,57,58,60,61,62,65,69,70,71,72,73,74,76,77,78,79,80,81,82,83,87,88,89,90,91,116,118,126,141],can_over_batch_s:2,cancel:42,candid:[8,22,71],candidate_activ:22,cannot:[81,85,89,90,92],cantain:58,capabl:[53,75,81],capac:[83,126],capi:[67,120],capi_priv:120,capi_prvi:68,caption:71,captur:8,card:73,care:[9,43,62,80,88,141],caret:29,carpedm20:56,carri:22,cast:[53,89],cast_to_op_attr:87,cat:[13,15,99,128,129],categori:[8,14,35],categorig:14,categoryfil:127,caus:[35,52],caution:126,cbla:[63,120],cc_:34,cc_binari:34,cc_test:34,cclient:41,cde:8,cdn:14,cduadevicecontext:[69,88],ceil:8,ceil_mod:8,cell:[8,9,22],cell_activ:22,cell_t_prev:22,cell_valu:22,center:15,center_crop:15,cento:[101,141],central:83,ceph:[13,37],cephf:[37,43,51],certain:[22,61,69,72,76,85,88],certif:[30,51,92,126],cffi:67,cfg:[62,127],cgo:67,chain:[13,32,57],challeng:[8,35,54,59,88],chanc:[30,53],chang:[8,14,34,39,43,45,54,65,75,77,80,82,84,85,110,126],changes:65,channel:[8,9,15,22,44,118],channel_shar:8,chapter:[70,71],chapter_data:70,chapter_out:70,check:[2,13,21,32,33,34,48,65,78,81,92,97,110,111,122,126,133],check_align:13,check_attr:87,check_eq:111,check_fail_continu:2,check_grad:[31,112],check_l:111,check_output:112,check_sparse_distribution_batch:[132,133],check_sparse_distribution_in_pserv:[132,133],check_sparse_distribution_ratio:[132,133],check_sparse_distribution_unbalance_degre:[132,133],checker:81,checkgrad:133,checkgrad_ep:133,checkmark:141,checkout:110,checkpoint:[47,78],checksum:51,child:33,chip:54,chmod:126,choic:[22,34,54],choos:[22,61],chosen:[56,69],chunk:[39,51],chunk_schem:7,chunktyp:7,chw:15,circl:57,circumst:88,claim:126,claimnam:[126,128],clang:[53,67,110,137],clarifi:[7,22],clariti:71,classdim:22,classic:[8,62],classif:[8,20,57],classifi:[8,56],classification_cost:[95,105],classification_error_evalu:7,classification_evalu:7,claster:126,clean:[33,34,50,75,81,92,110],clear:[7,34,71,75,85,89],clearer:[75,79],clearli:85,cli:126,click:[116,126],client:[38,41,81],clip:[6,9,133],clip_op:48,clip_op_desc:48,clock:8,clone:[8,98,109,114,116,117,120,137,139],close:[2,80,110],cloud:[34,35,43,51,52,81,141],cloud_read:13,cludform:126,cluster:[13,29,30,33,35,40,45,124,125,128],cluster_test_fil:124,cluster_train:[95,125],cluster_train_fil:124,cluster_train_v2:[125,129],cm469:126,cmake:[68,92,98,109,110,112,114,116,118,120,137,138,139],cmake_build_typ:[116,137,138,139],cmake_c:[137,138],cmake_system_nam:[137,138,139],cmakefil:92,cmakelist:[34,63,64,111],cmatrix:[67,68],cname:126,cnn:[8,22,127],coars:55,code:[2,4,8,13,30,32,34,42,45,47,50,53,54,55,56,57,61,66,69,72,74,75,76,78,80,81,82,83,87,90,111,126,127],codebas:81,coded_stream:97,codedinputstream:97,coeff:8,colindic:122,collabor:35,collect:[8,14,29,76],collectbia:111,color:15,colour:14,colum:122,column:[7,8,22,57,80,116,122],column_evalu:7,com:[8,9,14,34,56,84,92,98,109,110,114,116,117,119,120,126,127,137,139,141],combin:[7,8,9,13,24,29,62,72,81,85],come:[45,49,62,77,90],comma:[26,29,40],command:[13,26,34,38,43,52,109,111,116,126,127,128,130,131,135],commandlin:[118,128],comment:[22,34,58,87,105,128],commit:[34,127],common:[15,20,24,27,37,83,88],commonli:[52,83,116],commun:[35,40,41,45,47,73,126],compani:54,compar:[31,34,44,81],comparison:[34,54],compat:[23,53,55,73],compil:[8,34,45,58,60,62,69,73,82,86,87,91,109,124,137,138,139],complaint:34,complet:[8,9,14,22,24,29,32,33,35,39,40,48,51,57,66,69,81,116,126,127,128,141],complex:[9,42,62,71,81],complianc:[2,95,102],complic:[8,45,55,80,89,90],compon:[45,58,90,91],compos:[13,23,30,55,58,70,79,81],composenotalign:13,composit:55,compress:[39,122],compris:32,comput:[8,9,22,23,26,30,31,35,45,47,50,53,54,58,62,66,69,72,73,74,76,82,85,88,89,91,112,113,116,119,126],computation:8,computationgraph:58,con:73,concat:[56,108],concaten:[8,9,22,56,70,90,95],concentr:81,concept:[7,30,44,54,55,56,58,65,70,71,74,75,77,85,90,91],conceptu:[50,54,56,58],concern:[30,49],concis:[56,90],conckerneltrac:26,concret:[81,88],concurr:[35,42,47,54,76],cond:[22,33,54,59,77],condit:[2,8,22,39,45,54,59,65,95,102,127],condtion:56,conf:[4,8,97,105,125,128],conf_paddle_gradient_num:[126,128],conf_paddle_n:[126,128],conf_paddle_port:[126,128],conf_paddle_ports_num:[126,128],conf_paddle_ports_num_spars:[126,128],confer:20,confid:8,confidence_threshold:8,config:[6,8,26,37,52,71,102,111,120,126,127,128,132,133,135,141],config_:[38,133],config_arg:[132,133,135],config_bas:[7,8,29],config_lay:111,config_len:40,config_pars:[4,63,64,111],config_proto:40,configprotostr:97,configur:[8,22,29,32,38,40,42,43,45,47,54,58,61,79,88,89,103,111,141],confirm:52,conflict:[85,110],confus:[15,56,61],conll:14,connect:[9,22,43,44,45,47,93,126,127,141],connectionist:8,consequ:[8,9],consid:[7,8,20,32,78,88,141],consider:[8,9,69],consist:[7,8,14,15,22,39,66,77,80,81,82,87,91],consol:126,consolid:33,constant:[8,20,22,58,60,61,69,97],constantiniti:22,constraint:85,construct:[7,22,30,50,58,62,70,79,81,85,87],constructbackwardgraph:57,constructoptimizationgraph:57,constructor:[22,48,53,76,79,81,85,87],consum:[35,116],consumpt:62,contact:42,contain:[2,7,8,9,11,13,14,15,22,23,29,30,32,33,39,50,56,58,65,66,69,75,76,79,81,82,85,86,87,90,91,109,126,127,128],containerport:126,content:[40,52,66,71,114],content_dir:114,content_len:40,context:[2,8,9,14,48,65,85,86,88,95,108,112,113,119],context_attr:9,context_len:[8,9],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9],contin:126,continu:[7,32,35,66],contrast:8,contrib:83,contribut:83,contributor:81,control:[6,33,44,126,127,141],controlflowgraph:62,conv2d:56,conv:[9,56,65,89],conv_act:[9,23],conv_batchnorm_drop_r:[9,23],conv_bias_attr:9,conv_filter_s:[9,23],conv_fwd:65,conv_layer_attr:9,conv_num_filt:[9,23],conv_op:8,conv_pad:[9,23],conv_param_attr:9,conv_pool_2:45,conv_strid:9,conv_with_batchnorm:[9,23],conveni:[30,32,58,72,87],convent:[22,32,40],convers:[53,54],convert:[2,4,14,22,37,45,46,47,53,54,65,80,82],convlay:8,convlution2d:22,convolut:[8,9,13,22,23,56,69,79,88],convolution2d:22,convolution_algorithm_opt:65,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:110,coordin:[35,40],copi:[2,29,30,39,42,52,57,70,71,73,74,90,95,102,126],copy_from:48,copyright:[2,95,102],copyvariablewithtensor:89,core:[6,18,22,32,58,61,68,74,75,90,119],coreo:[126,141],corespond:22,corner:81,corpu:14,correct:[8,22,31,32,53,73,126],correctli:[7,13,32,53,56],corresond:53,correspend:22,correspoind:30,correspond:[8,22,23,27,30,32,33,34,48,53,58,59,65,69,70,71,79,81,82,83,87,88,97,116],corss_entropi:30,cortex:53,cos:[8,87],cosin:[8,22,87],cosineop:87,cosineopproto:87,cosineopprotomak:87,cost:[22,29,30,32,45,57,72,73,77,78,89,102,119],cost_id:8,cost_np:78,could:[8,13,29,30,31,39,44,45,46,47,53,54,70,72,74,75,77,79,80,82,116,126],count:[7,35,43,49,78,80,118,124,127,133,135],counter:[26,35,39,46,57],cours:[7,43,69],covari:8,cover:54,cp27:101,cp27m:[84,101],cp27mu:[84,101],cpp:[31,38,55,63,64,67,68,75,81,91,97,105,111,118,128],cprofil:[116,117],cprofilev:[116,117],cpu:[2,6,8,31,43,53,61,69,74,75,76,81,83,84,88,89,109,112,113,116,118,119,127,135],cpu_avx_mkl:101,cpu_avx_openbla:101,cpu_kernel:61,cpu_ns_:76,cpu_per_pserv:45,cpu_per_train:45,cpudevicecontext:[69,88,112],cpuelapsedu:76,cpuengin:64,cpuinfo:99,cpuplac:[45,61,65,69,88,89,112,113,119],cpusparsematrix:68,crash:[35,118],creat:[6,13,18,22,29,30,31,33,35,40,44,46,48,49,50,51,52,53,54,55,56,57,65,69,70,72,73,74,75,79,82,83,97,102,110,111,114,122,127,128,129,141],create_backward_pass:72,create_bias_paramet:111,create_block:79,create_doc_str:87,create_input_paramet:111,create_local_scop:50,create_oper:55,create_optimization_pass:[24,72],create_paramet:79,create_python_ops_creatation_funct:87,create_rnn:33,create_rnn_op:70,create_st:18,create_tmp_var:79,create_tmp_vari:79,create_var:79,create_whileloop:90,createfromconfigproto:4,creategradientoper:82,creatememori:65,createop:87,createoper:33,createprimitivedesc:65,createstack:126,createvari:33,creation:[55,126],creationd:126,creator:[13,14,37,81,82],creator_:82,credenti:52,crf:[88,89],critic:[56,116],crlf:110,crop:[15,88],crop_grad:88,crop_siz:15,crope:15,cropgradkernel:88,cropkernel:88,cross:[8,22,79,97,137,138,139],cross_entropi:[8,30,45,56,62,89],cross_entropy_with_selfnorm:8,crt:51,csc:111,csr:[111,122],csv:[26,97],ctc:7,ctc_evalu:7,ctest:[98,109,110,112],ctor:79,ctrl:[109,125],ctx:[65,89,112,113],cubla:69,cublas_handle_:88,cublashandle_t:88,cuda7:[101,103],cuda8:[98,99,101],cuda:[26,34,54,69,76,81,88,109,112,118,133],cuda_dir:[132,133],cuda_fp16:53,cuda_profil:26,cuda_so:[92,99],cuda_visible_devic:95,cudaconfigurecal:118,cudadevicecontext:[69,88,112],cudadevicegetattribut:118,cudaelapsedu:76,cudaevent_t:76,cudaeventcr:118,cudaeventcreatewithflag:118,cudafre:118,cudagetdevic:118,cudagetdevicecount:118,cudagetdeviceproperti:118,cudagetlasterror:118,cudahostalloc:118,cudalaunch:118,cudamalloc:118,cudamemcpi:118,cudaplac:[69,88,89],cudaprofilerstart:118,cudaprofilerstop:118,cudaprofilestop:118,cudaruntimegetvers:118,cudasetdevic:118,cudasetupargu:118,cudastream_t:88,cudastreamcr:118,cudastreamcreatewithflag:118,cudastreamsynchron:118,cudeviceget:118,cudevicegetattribut:118,cudevicegetcount:118,cudevicegetnam:118,cudevicetotalmem:118,cudnn:[8,11,22,34,61,65,69,88,89],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[132,133],cudnn_convt:8,cudnn_dir:[132,133],cudnn_kernel:61,cudnnavginclpadpool:8,cudnnavgpool:8,cudnnv5:98,cudrivergetvers:118,cuinit:118,cumtim:[116,117],cumul:8,cur_mem:71,curl:126,curli:[33,57],current:[2,8,22,32,33,34,35,38,40,44,47,49,54,61,69,70,71,74,75,76,79,85,89,90,114,126],current_block:[77,79],current_oper:77,current_word:[95,108],curv:30,custom:[24,30,43,53,56,71,74,81,126],custom_batch_read:80,cut:[13,90],cut_lin:13,cutoff:14,cv2:15,cxx:[137,138],cxx_compil:[137,138,139],cxx_flag:[137,138],cxxabi_1:101,cycl:35,cyclic:8,cython:67,d3e0:126,d_b0:56,d_b1:56,d_b2:56,d_block:56,d_f:56,d_g:56,d_h0:56,d_h0_bn:56,d_h0_relu:56,d_h1:56,d_h1_bn:56,d_h1_relu:56,d_h2:56,d_loss:56,d_loss_fak:56,d_loss_real:56,d_optim:56,d_step:56,d_t:56,d_w0:56,d_w1:56,d_w2:56,dalla:2,dandroid_abi:137,dandroid_arm_mod:137,dandroid_arm_neon:137,dandroid_standalone_toolchain:137,darwin:126,dash:56,dat:37,data:[2,7,14,15,18,23,29,30,31,33,37,38,39,47,49,51,53,54,56,57,58,60,61,62,65,66,69,70,71,72,73,74,75,77,79,81,83,85,86,87,88,90,91,95,102,103,105,108,113,119,122,124,127,128,130,132],data_batch:95,data_config:4,data_fil:15,data_i:56,data_lay:[2,38,95,105],data_layout:22,data_layout_:89,data_read:[13,80],data_reader_creator_random_imag:80,data_shar:90,data_typ:[13,14,66,86,89,91,102,103,108,122],data_type_:[61,69,89],data_x:56,databas:14,datacent:[37,52],datacenter1:37,datacenter2:37,datacenter_1:37,datacenter_2:37,datacenter_nam:37,datadim:8,datafeed:[16,119],dataflow:58,dataflow_analysi:62,datalayout:89,dataparallel:45,dataprovid:[1,95,97,128],dataproviderconvert:4,datasci:8,dataset:[22,37,43,45,74,80,102,103,108,116,117,124],dataset_nam:15,datatransform:89,datatyp:[14,18,22,61,65,86,89,91],dcgan:56,dcmake_build_typ:[114,120],dcmake_install_prefix:[120,137,138,139],dcmake_system_nam:[137,138,139],dcuda_arch_nam:98,dcudnn_root:98,ddim:[69,88,113],dead:35,deal:[32,141],deb:110,debug:[31,32,45,52,54,79,114,116,117],debug_str:58,decai:[10,24,27],decar:13,decayr:38,decent:39,decid:[30,42,56,66,74,82,83,86],declar:[22,33,56,70],decod:[8,9,107,108],decoder_boot:108,decoder_dim:71,decoder_group_nam:108,decoder_input:[71,95,108],decoder_mem:[71,108],decoder_prev:9,decoder_s:[95,108],decoder_st:[9,108],deconv:[8,56],deconvolut:[8,22],decor:[2,13],decrement:46,decrementcount:46,decrypt:126,deduc:81,deep:[8,20,22,32,42,50,56,57,62,64,76,81,83,88,118],deepspeech2:63,def:[2,4,8,13,30,31,32,37,43,48,49,55,56,58,61,62,70,71,72,79,80,87,90,95,97,102,105,108,111,112,128],def_block:56,defalut:22,default_block:56,default_decor:128,default_devic:135,default_main_program:[18,119],default_param_attr:79,default_st:90,default_startup_program:[18,119],default_valu:135,defaultdict:62,defaultinfervartyp:60,defect:75,defer:42,defin:[2,8,9,13,20,24,27,29,30,32,33,34,35,42,44,46,47,48,53,54,55,56,58,61,62,69,70,73,77,79,80,81,85,87,88,90,95,102,112,116,119],define_py_data_sources2:[2,97],definit:[32,33,35,39,45,50,61,77,82,87,90,116,119],definiton:55,degener:22,degre:8,delai:[74,88],delet:[43,51,110],deletestack:126,delimit:[7,97],deliv:141,delta:[8,31],delv:[8,20],demand:[35,88],demo:[4,8,14,81,127,130],denot:22,dens:[8,13,40,41,86,126],dense_arrai:13,dense_vector:[2,4,13,102,103,122],dense_vector_sequ:[13,122],dense_vector_sub_sequ:122,dep:34,depend:[22,33,34,35,43,45,47,58,73,78,86,141],dependent_var:78,deploi:[8,141],deploy:[58,66,81,126,141],deprec:8,depth:[33,54],dequeu:47,deriv:[5,30,45,48,59,72],desc:[33,48,65,66,79,87,90],desc_:33,descend:[22,90],descent:[8,35,74],descproto:66,describ:[30,32,33,34,39,44,45,50,61,65,66,70,71,75,77,79,81,86,87,89,91,126,127],describestack:126,describestackev:126,describestackresourc:126,descripotor:65,descript:[7,33,34,60,64,66,69,82,86,89,91,126,128],descriptor:[65,89],deseri:[29,66,75],deserializ:81,desgin:57,design:[8,13,20,32,38,61,62,67,74,76,83,141],desir:[13,35,45,74,126,127],destin:[40,52],destroi:[33,50],destruct:85,destructor:76,det_output:7,detail:[6,7,8,9,10,22,31,32,39,43,45,47,52,54,56,58,62,65,66,69,70,76,79,83,85,88,89,90,91,116,126,141],detect:[60,110],detection_evalu:7,detection_output:7,determin:[8,13,22,33,45,62,69,81],dev:[81,92,99,109,110,116,117,137,141],dev_ctx:[33,65,76],devel:84,develop:[32,34,54,60,75,76,79,82,84,110,116,119,138],deviat:[6,20],devic:[6,44,45,49,53,58,64,65,69,73,75,76,81,89,92,99,113,119,135],device_:76,device_context:[65,112],devicecontext:[33,69,76,112],deviceid:[64,135],deviceid_:64,deviceplac:88,devid:8,dhcp:141,diagon:22,diagram:70,diamond:56,dic:15,dict:[2,7,14,29,32,79,97,105,128],dict_dim:[95,105],dict_fil:[7,105],dict_siz:[14,22,38,71],dictionari:[2,7,8,14,29,30,31,79,95],did:75,diff:110,diff_mat:31,differ:[7,8,22,23,29,32,33,34,35,40,42,45,46,47,48,49,50,53,54,56,58,59,62,65,69,71,73,74,76,78,82,85,89,90,91,116,126],differenti:55,difficult:[7,31,54],difficulti:20,dig:126,digit:8,digraph:58,dilat:[8,22,65],dilation_h:22,dilation_i:8,dilation_w:22,dim0:112,dim1:112,dim:[8,13,22,23,38,65,66,70,81,86,88,91,111,112,113],dim_:[88,113],dimens:[5,8,9,11,13,22,23,56,81,86,88,90,95,113],dimension:[8,22,122],dimes:8,dios_arch:138,dios_enable_bitcod:138,dios_platform:138,dios_use_veclib_for_bla:138,dir:[92,128,137],direct:[8,9,15,54,62,74,116],directli:[9,20,24,27,34,41,43,45,53,61,75,87,89,90],directori:[8,34,37,42,51,52,88,110,114,118,127],disabl:[22,76,97],disadvantag:[74,79],discard:[13,35,39,71,110,133],discexp:97,discount:8,discov:35,discoveri:126,discret:8,discrim:56,discuss:[30,33,39,40,41,45,65],disk:66,dispatch:[45,75],displai:[43,52],dist:[84,92,98],dist_train:[30,43],distanc:[7,8],distinguish:34,distribut:[2,8,20,33,39,40,41,42,44,49,54,73,81,91,95,102,130,131,133,141],distribute_test:[132,133],distributedli:45,disucss:30,div:22,divid:[8,10,22,32,49,87,91,116],divisor:22,diy_beam_search_prob_so:[132,133],dnn:[65,92],dns:126,do_forward_backward:80,doc:[4,13,58,70,90,112,114,124,125,128],doc_cn:114,docker:[84,92,98,99,110,114,124,126,127,128,130,131,137,141],docker_build:30,docker_clust:[125,129],docker_push:30,dockerfil:[109,110,128,137,139],document:[8,9,31,45,51,54,57,70,71,76,81],documentari:2,doe:[9,35,39,40,42,43,44,45,47,50,53,58,62,70,75,79,81,82,83,119],doesn:[6,8,13,30,33,44,80,116],doing:[38,42,45,57],domain:126,don:[9,30,34,55,57,62,80,126],done:[7,8,9,32,34,35,39,40,45,46,60,62,66,74,82,83,110,116,118,126,128],dot:[8,9,23,112],dot_period:[128,133,135],dotmuloper:8,dotmulproject:8,doubl:[22,45,53,57,76,89,112,133],down:118,download:[14,34,35,38,42,51,92,127,141],doxygen:110,dozen:34,dpython_execut:92,dpython_include_dir:92,dpython_librari:92,draw:71,drive:85,drop:[8,9,71],drop_fc:96,drop_rat:[6,96],dropout:[6,9,96],dropout_prob:22,dropout_r:[8,96],drpi_arm_neon:139,drpi_toolchain:139,drwxr:127,dst:[40,65],dst_primitive_desc:65,dtoh:118,dtype:[4,18,22,45,58,79,97,119],due:[39,42,56,62,71,79,116,117],dummi:[29,39],dump:[66,123],dump_config:123,dump_v2_config:123,duplic:[22,47],durat:39,dure:[2,8,9,27,32,33,35,39,42,43,49,54,62,73,74,76,79,81,91,126,141],duse_eigen_for_bla:137,dwith_c_api:[68,120,137,138,139],dwith_doc:114,dwith_golang:120,dwith_gpu:[98,114,120,139],dwith_mkl:[114,120],dwith_profil:118,dwith_python:[68,120,139],dwith_swig_pi:[68,120,137,138,139],dwith_test:[98,112,138],dwith_tim:118,dynam:[2,22,40,68,70,79,80],dynamic_cast:111,dynamic_recurrent_op:90,e2e:141,each:[2,7,8,9,11,13,14,18,22,23,29,31,32,34,35,38,39,40,42,43,44,45,48,49,50,54,57,60,62,65,69,70,71,73,75,76,78,79,80,81,82,85,86,87,88,89,90,91,116,126,141],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:54,earli:53,eas:[13,60],easi:[31,32,71,74,80,81,83],easier:[30,47,53,54,80,90],easili:[30,56,73,76,80,82,85,88],echo:[92,99],edg:[15,62],edit:[7,126],editor:79,edu:[14,126,127],eeoi3ezpr86c:126,effect:[8,29,126],effici:[8,45,66,80,88],effort:45,efg:8,efs:126,efs_dns_nam:126,efsvol:126,egd:62,eigen:[53,69,74,81,83,88,112],eigen_device_:88,eigen_use_gpu:112,eigenmatrix:113,eigentensor:113,eigenvector:113,either:[2,8,9,13,22,29,30,45,56,59,60,70,74,83,95,102],elb:126,elbapis:126,electr:62,electron:127,elem_dim:8,elememt:8,element:[7,8,9,13,15,22,29,31,39,47,58,71,81,112],element_typ:40,elementari:81,elementwis:[22,23],elif:[30,87],els:[30,38,43,45,47,48,54,56,59,60,61,62,85,87,99,105,111],elsewher:76,emac:109,emailweixu:34,emb1:[38,105],emb2:[38,105],emb:[95,97,105,127],emb_group:105,emb_para:97,emb_param_fil:97,emb_sum:95,embed:[30,33,38,47,60,71,86,90,97,108],embedding_lay:[38,95,105],embedding_nam:[8,108],embedding_s:[8,108],empir:8,emplace_back:111,emploi:[32,48,87],empti:[7,13,32,35,71],emul:53,enabl:[6,8,22,33,34,39,44,47,48,58,76,109,118,126],enable_grad_shar:[132,133],enable_parallel_vector:133,enableonstart:26,enc_proj:[9,108],enc_seq:9,enc_vec:108,encapsul:40,encod:[9,39,71,105],encoded_proj:[9,108],encoded_sequ:[9,108],encoded_vector:108,encoder1:105,encoder1_expand:105,encoder1_last:105,encoder1_rep:105,encoder2:105,encoder2_rep:105,encoder_ctx:71,encoder_ctx_expand:71,encoder_ctx_proj:71,encoder_dim:71,encoder_last:8,encoder_out_seq:71,encoder_s:108,encount:38,encourag:[45,50],encrypt:126,encrypt_decrypt:126,end2end:141,end:[7,8,22,29,32,33,45,48,58,62,71,75,76,80,85,108,110],end_pass:30,end_po:8,endforwardbackward:29,endian:66,endif:[69,76],enditer:[29,30,102],endpass:[29,30,102],endpoint:[13,37,126],endtrain:30,engin:[43,64,65],english:8,enough:[32,33,61,62,69],enqueu:47,ensembl:9,ensur:[35,65,73,85],enter:[33,50],enterpris:81,entir:[8,9,40,42],entiti:[7,33,85],entranc:50,entri:[13,22,39,43,60,126],entropi:[8,22,79],entry_point:43,enueu:47,enumer:[5,69,97],env:[95,114,116,117,126,128],environ:[30,45,92,116,118,126,127],environmenterror:124,eol:110,eos_id:[8,108],epoch:56,epsilon:[8,10,22,24],equal:[8,9,22,23,35,90,105,112],equat:[7,8,9,10,22,62,112],equival:[30,33,44,48,54,59,87,141],error:[6,7,8,9,22,30,31,39,52,53,54,65,85,92,97,120,126,133],error_clip:48,error_clip_callback:48,error_clipping_threshold:[6,95],errorclipbyvalu:48,especi:[8,9,64],essenc:[30,32],essenti:[8,30,50,53],establish:44,estim:[8,30,47,74],eta:127,etc:[7,13,22,33,45,49,65,73,74,80,85,126,141],etcd:[13,29,35,39,40,42],etcd_addr:40,etcd_endpoint:13,eth0:[126,128],euclidean:8,eval:[7,18,33,49,56,81],eval_program:[18,49],eval_result:49,evalu:[8,16,28,29,42,58,78,118,119,123],evaluate_difficult:7,even:[30,53,54,73,79,80],evenli:[40,126],event:[102,127],event_:76,event_block:76,event_handl:[29,30,102],eventkind:76,eventlist:76,eventu:[45,90],everi:[7,8,9,13,18,30,35,39,40,42,48,49,57,58,60,62,65,69,70,73,79,85,87,89,102,119],everyth:[45,47,56],evid:75,evolv:54,exactli:[8,9,95,126],exampl:[7,8,9,13,14,15,22,23,29,33,43,45,47,49,52,54,55,56,57,58,60,62,65,69,70,71,75,76,77,79,80,81,82,83,86,88,89,90,116,119,126],example_read:13,exc_path:92,exceed:8,except:[2,8,14,42,44,54,57,76,90,102],excess:62,exchang:75,exclud:8,exclude_mod:8,exclude_param:29,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:[45,119],execut:[8,34,35,39,43,44,45,49,50,56,58,62,65,73,76,82,91,116,126],executioncontext:[65,89,112,113],executor:[16,18,44,45,49,53,54,56,72,77,79,89,91,116,117,119],exist:[30,33,35,52,54,71,79,80,82,87,88,90,113,126],exit:[40,52,127],exp:97,expand:[22,71,105],expand_a:[8,104,105],expand_lay:105,expand_level:[8,104],expandconvlay:8,expandlevel:104,expans:8,expect:[8,89],expected_desc:65,expected_kernel_kei:89,experi:66,expert:34,expir:35,explain:[7,22,35,44,54,55,57,116],explan:[8,31,43,44,45,85,89],explicit:[76,90,111],explicitli:[30,45,50],explod:48,explor:[8,71,83],expon:8,exponenti:[5,22],expos:[32,41,65,66,88,90,126],express:[2,30,47,49,58,62,95,102,126],extend:[7,74,90],extens:[42,47,71],extent:68,extern:[34,64,67,68,81],extern_mklml:92,external_librari:34,extingrad_:64,extinval_:64,extoutgrad_:64,extoutval_:64,extra:[6,8,9,45,83,88,141],extra_lay:29,extraattr:[6,135],extraattribut:8,extraattributenon:8,extract:[7,8,54,75,126],extralayerattribut:[6,9,95,96],extralayeroutput:9,extrem:[8,44,54],f1205:97,f120da72:127,f7e3:126,fa0wx:127,fabric:[124,125],face:[34,83],fact:[22,44,54,73,77,79],factor:[6,10,22],factor_s:8,factori:67,fail:[35,39,71,92,97,127,133],failur:[35,40],fake:56,fake_imag:80,faked_imag:56,fall:[53,78],falloc:51,fals:[6,7,8,9,10,13,22,23,24,31,32,33,54,59,61,63,70,77,78,80,86,91,95,102,103,105,108,111,112,122,124,127,135],false_block:[33,59,77],false_label:80,false_neg:49,false_posit:49,false_read:80,fan_in:20,fan_out:20,faq:136,far:[48,90],fashion:45,fast:[8,39,54,118],faster:[8,9,22,27,35,54],fastest:54,father:32,fault:[29,39,81],fbd1f2bb71f4:127,fc1:[58,111,135],fc1_bia:58,fc1_weight:58,fc2:[58,135],fc3:[58,135],fc4:135,fc8a365:126,fc8a:126,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[79,87,95,97,105,135],fc_layer_nam:9,fc_mat:29,fc_op:87,fc_out:33,fc_output:87,fc_param_attr:9,fc_without_b:33,fclayer:111,fcop:55,fdata:105,feasibl:74,featur:[2,5,8,13,14,22,32,45,53,58,73,76,110],feed:[9,29,30,45,57,70,83,102,119],feed_dict:56,feed_list:119,feeder:[13,45,119],feedforward:20,festiv:2,fetch:[14,35,38,45,78,92,110,119],fetch_list:[45,79,119],fetch_op:78,few:[34,35,45,62,74,80,86],fewer:[8,22,79],fg0:8,field1:29,field2:29,field:[8,29,33,58,60,66,78,79,82,86,87,95,126],fifth:57,figur:[30,34,45,47,54,56,64,70,76,79],file:[2,7,8,13,14,15,26,29,30,32,34,35,37,39,40,42,43,51,52,54,58,66,68,80,81,88,91,95,102,110,112,119,141],file_list:2,file_nam:[97,105],file_typ:13,filenam:[2,15,37,79,95,116,117],fileoffset:51,filesystem:[42,43,45,51,126],fill:[8,35,39,54,69,79,122,126],fill_zero_grad:81,fill_zeros_like_op:32,filter:[8,9,22,48,65],filter_s:[8,9,22,23],filter_size_h:22,filter_size_i:8,filter_size_w:22,filter_strid:22,find:[8,22,33,35,42,53,58,65,71,85,89],find_var:31,findmemori:65,findop:33,findprimit:65,findprimitivedesc:65,findvar:[33,85],fine:[6,39,55],fingerprint:126,finish:[35,39,42,43,50,62,73,87,126,127],first:[8,22,29,30,32,33,35,39,42,43,44,45,50,52,54,56,57,58,65,70,71,77,78,79,81,86,87,88,90,112,113,122,126,141],first_seq:108,firstli:[7,8],firstn:13,firstseen:127,fit:[14,53,61,62,66,71,81],five:77,fix:[6,8,22,45,62,67,79,110,116,122],flag:[8,14,22,63,64,76],flatten0:58,flatten:[22,58,77,79,113],flatten_result:95,flexibl:[8,9,30,40,45,54,57,61,70,71,74,80,88,90],flip:15,flist:124,fliud:44,float16_t:53,float32:[4,13,22,45,53,55,56,79,80,97,112,119],float64:22,float_16:22,float_to_half_rn:53,floor:[8,97],flow:[22,33,44,70,76,84],fluid:[0,18,20,21,22,23,24,26,27,32,45,47,50,69,76,79,88,89,116,117],fly:32,fmt:97,fname:97,fnt03:126,focu:[58,116],folder:[34,37,43,52,126],follow:[7,8,9,10,13,15,22,23,29,30,31,32,33,34,35,39,43,44,45,47,50,53,54,55,56,57,58,59,60,62,65,69,70,71,73,74,76,77,78,79,80,81,82,83,85,86,87,88,89,90,116,119,126,130,131,141],forbid:30,forc:[73,79,89],force_cpu:[22,61],force_cudnn:61,force_load:67,forest:33,forget:[10,22,30],forget_bia:22,fork:8,form:[8,9,22,49],formal:89,format:[7,13,14,15,22,26,29,31,39,45,53,54,69,71,90,103,110,111,122,126],former:[30,34,54,62,74],formul:22,formula:[8,9,10,22,31,62],formular:8,forth:56,forward:[5,8,9,22,31,32,33,38,40,48,54,56,63,64,65,66,72,75,77,80,81,82,83,86,111],forward_infer:65,forward_list:76,forward_op:31,forward_proj:22,forward_train:65,forwardactiv:111,forwardbackward:29,forwardtest:4,found:[53,77,83,85],four:[7,22,49,54,57,65,69],foward:78,fp16:[53,81,91],fp32:[69,81,89,91],fp64:[69,91],fparam:97,fpga:[69,119],fpgadevicecontext:88,fpgaengin:64,fpgaplac:[69,88],frac:22,frame:[7,50,81,90],framework:[30,32,33,48,49,53,54,58,69,73,74,76,77,81,83,85,87,88,112,116,117,119],free:[14,88,141],frequenc:14,frequent:[39,80,81,83,88],fresh:42,friend:85,friendli:[54,56],from:[2,4,7,8,9,13,14,15,20,22,29,31,32,33,34,35,37,38,39,40,44,45,47,48,49,52,53,54,55,56,57,58,59,61,62,65,70,71,72,73,75,77,79,80,81,82,85,88,89,90,92,107,112,113,116,117,118,123,126,127,141],from_no_sequ:[8,104],from_sequ:[8,104],from_tar:[29,102],fromfil:[80,97],fromstr:97,front:[58,62],fuction:26,fulfil:118,full:[8,22,35,42,70,73,74,141],full_matrix_project:[9,105,108],fulli:[22,45,47,141],fullmatrixproject:8,fullsiz:38,fully_matrix_project:9,fullyconnect:[58,79],fullyconnectedlay:111,func:[2,13,39,44,82],funciton:[9,22],functor:[55,58],fundament:[47,53,81],funtion:22,further:[8,87,141],futur:[8,42,45,53,62,70,81],fvs:87,fwd_desc:65,fwd_op:82,fwd_primit:65,fwd_primitive_desc:65,fwd_var:48,g_b0:56,g_b1:56,g_b2:56,g_block:56,g_command_config_arg:[63,64],g_h0:56,g_h0_bn:56,g_h0_relu:56,g_h1:56,g_h1_bn:56,g_h1_relu:56,g_h2:56,g_im:56,g_loss:56,g_optim:56,g_program:79,g_state:76,g_step:56,g_w0:56,g_w1:56,g_w2:56,gain:8,gan:30,gangliao:34,gate:[8,9,22,23],gate_act:[8,9,105],gate_activ:22,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gate_v:22,gatedrecurrentlay:63,gather:[8,32,62,73,75,112],gauss:6,gaussian:20,gaussian_normal_random:56,gcc:[53,67,81,98,109,116,137,139],gcc_3:101,gcreators_:87,gemm:63,gen:8,gen_proto_pi:114,gen_rand_param:97,gender:[14,128],gendrated_id:71,gener:[2,7,8,9,13,18,29,30,31,32,33,34,35,37,39,40,42,44,45,54,55,60,62,65,69,73,74,77,78,79,80,81,82,86,87,88,90,102,118,122,126,128,135],generated_id:71,generated_scor:71,generated_word_embed:8,generatedinput:[8,107,108],genr:128,gereat:7,get:[2,7,8,14,22,29,31,32,33,34,35,39,40,42,43,51,54,56,58,61,62,63,64,65,69,70,71,76,79,81,82,85,87,88,89,90,99,111,116,117,122,125,126,127,129],get_all_op_proto:87,get_block:79,get_config_arg:135,get_data:127,get_dict:14,get_dim:31,get_embed:14,get_float_el:31,get_grad:29,get_grad_op_desc:32,get_input_lay:111,get_lin:13,get_movie_title_dict:14,get_numeric_gradi:31,get_numerical_gradi:31,get_output:31,get_program:62,get_sample_from_lin:95,get_shap:29,get_support:[92,101],get_symbol:58,get_tensor:31,get_vari:33,get_word_dict:14,get_worker_addr:44,getactualkerneltyp:61,getattr:48,getbatchs:111,geteigendevic:113,getengin:65,getenv:[30,43,124,128],getexpectedkerneltyp:[61,65,89],gethostbynam:128,gethostnam:128,getidmap:128,getinfervartyp:60,getinput:111,getinputgrad:111,getinputvalu:111,getkerneltyp:53,getkerneltypeforvar:89,getlayeroutput:29,getlibrari:65,getmat:38,getoptconfig:38,getoutputgrad:111,getoutputvalu:111,getparam:38,getparameterconfig:38,getparameterptr:111,getparameterspars:38,getparametersremot:38,getplac:[65,88,112,113],getpodlist:128,getsiz:111,gettask:39,gettempl:126,gettensor:89,gettranspos:111,getw:111,getweight:111,getwgrad:111,gflag:120,gflags_complet:120,gflags_declar:120,gist:9,git:[84,92,98,109,110,114,120,137,139],github:[9,34,56,69,84,92,98,109,110,114,116,117,119,120,137,139],give:[2,22,35,70,79,81,89,126],given:[8,13,22,23,29,32,40,42,47,48,54,55,56,71,80,83,90],glibc:[137,139],glibc_2:101,glibcxx_3:101,glide:34,global:[6,22,24,30,33,34,35,58,61,75,76,81,85,87,88,89,109,118,126],global_block:79,global_learning_r:6,global_pool:22,global_step:24,globalstat:118,globalstatinfo:118,globe:2,glog:120,glorot10a:20,glorot:20,gnueabihf:139,go_librari:34,go_test:34,goal:[47,53,57,73,81],gob:39,godep:34,godoc:67,goe:[9,35,54,59,85,119],going:[32,55,74,116,141],golang:34,good:[54,56,74,79,80,83,116,141],googl:[30,76,81,97,116,117,120,137],googleapi:126,googlenet:64,goroutin:44,got:[61,85],govern:[2,95,102],gpg2:126,gpg:126,gprof:117,gprotos_:87,gpu:[6,8,11,31,43,49,53,62,69,73,74,75,76,81,83,84,88,89,92,99,101,103,109,118,119,122,124,135,141],gpu_id:[95,133,135],gpu_per_train:45,gpudevic:88,gpugpu_id:132,gpukernel:81,gpustarttimestamp:26,grab:35,grad:[31,32,40,48,64,79,86,133],grad_info_map:32,grad_n:48,grad_nam:48,grad_op:48,grad_op_class:81,grad_op_desc:48,grad_op_maker_:82,grad_op_typ:[81,82],grad_op_type_:82,grad_s_block:32,grad_share_block_num:[132,133],grad_to_var:[32,48],grad_var_nam:31,gradient:[6,7,8,10,20,22,24,27,29,35,39,46,48,57,60,72,73,74,75,79,81,86,116,123,124,128,133],gradient_clipping_threshold:[6,95],gradient_evalu:7,gradient_flat:31,gradient_machin:[29,68,120],gradientmachin:[4,29,68,75,128],gradientmachine_:38,gradopdescmak:[60,82],gradopdescmakerbas:82,gradopmak:82,grai:15,grain:55,grandient:29,grant:126,graph:[8,22,29,32,33,34,35,44,45,46,47,49,54,56,70,73,74,77],great:[47,141],greater:[8,48,74,122],greaterthan:87,green:[44,56],grep:[99,129],gridsize3d:26,groudtruth:108,ground:[7,8,22],group:[9,22,23,39,58,65,88,141],group_input1:108,group_input2:108,group_input:[105,108],grouplen:14,grpc:141,gru:[8,22,71],gru_bias_attr:9,gru_decod:108,gru_decoder_with_attent:108,gru_layer_attr:9,gru_memori:9,gru_out:71,gru_param_attr:9,gru_step:[71,108],gru_step_lay:9,grumemori:[9,96,108],gserver:[8,63,64,111],gsizex:118,gtx:62,guarante:[65,79],guard:38,guest:101,gui:116,guid:[26,51,62,81,126,127],gzip:[39,127],h0_bn:56,h_f:22,h_prev:33,hadoop:30,half:[8,22,23,53,126],half_to_float:53,hand:[62,81,88],handi:34,handl:[13,30,32,43,44,45,58,62,65,69,75,80,85,88,90,119],handler:[29,33],happen:[22,39,87],hard:[45,54,71,90,126],hardshrink:22,hardsigmoid:22,hardwar:[54,88],has:[7,8,9,14,22,26,30,31,32,33,34,35,39,40,42,45,47,48,49,53,54,56,58,62,66,69,71,73,76,77,81,86,87,88,89,118,119,122,126,141],has_kei:[29,32,48],has_selected_colum:8,has_var_recurs:32,hasdependentvar:78,hash:[69,73],hasn:54,hassubseq:105,have:[8,9,13,22,30,31,32,33,34,35,39,40,42,43,45,47,48,50,53,54,55,56,57,61,62,65,66,69,70,71,73,74,75,76,77,79,80,81,82,85,86,88,89,91,126,141],haven:54,hdf:[13,37],head:[112,129],header:[40,66,68,81,88,97],headip:129,height:[8,13,15,22,33,67,80,97,111,112,122],height_:86,held:35,hello:30,help:[4,8,22,33,52,54,58,65,71,80,81,90,110,116],helper:[22,45,65,82,90],henc:[45,74,79,82,83,85],here:[6,7,8,9,13,22,23,30,34,35,41,47,48,50,52,54,57,58,65,69,70,80,83,87,122,126,141],heterogen:[45,47,76],heurist:[8,47,71],hidden:[8,9,22,72,79,96,97,126],hidden_a:97,hidden_b:97,hidden_dim:[22,105],hidden_out:33,hidden_s:9,hidden_t_prev:22,hidden_v:22,hidden_valu:22,hierach:107,hierarch:[8,77,79,81],hierarchi:81,high:[6,20,53,73,88,141],higher:[55,70,90],highest:[13,33],highli:[14,90],him:30,hint:[4,61,116],histor:55,histori:10,hl_get_sync_flag:111,hold:[30,32,35,39,41,53,56,58,60,62,85,87,88,89,113,126],holder_:[88,113],home:[37,52,99,116,117,126,127,128,129],honor:39,hook2:105,hook:[6,105],hookattr:6,hookattribut:6,horizont:[8,15],host:[34,43,76,126,127],host_c:[137,138,139],hostfil:129,hostnam:126,hostnetwork:128,hostpath:[127,128],hostport:126,hot:22,hous:[2,14,103],how:[6,8,22,30,33,35,39,44,45,50,52,54,55,58,61,65,70,71,75,76,83,87,89,116,126],howardjohnson:105,howev:[8,9,22,31,32,42,45,50,54,62,69,74,75,79,80,82,83,86,87,88,89,126],howto:[124,125,128],hpp:[53,67],html:[14,20],htod:118,http:[2,8,9,14,20,22,34,43,56,84,92,95,98,99,102,109,110,114,116,117,119,120,126,127,137,139,141],hub:84,huber:8,huge:74,human:[8,20,76],hwc:15,hyper:[8,56],hyperparamet:[8,83],hyperplan:13,i1116:128,i1117:118,i386:138,iOS:138,iamfullaccess:126,iamusersshkei:126,icc:54,ics:14,id_input:7,id_rsa:129,idea:[34,54,74,80,83,116],ideal:[45,89],ident:[8,22,82,126],identifi:[8,59,69],identityoffsetproject:8,identityproject:8,idmap:128,ids:[7,8,22,71,95,122],ids_arrai:122,idx:[39,56,62,111],ies:52,if_else_op:32,ifdef:[69,76],ifels:[33,77],ifelseop:77,ignor:[2,8,22],iil:97,illustr:[7,22,35,40,45,55,70],im_siz:56,imag:[11,12,13,14,22,23,30,45,54,56,57,71,72,77,80,109,110,126,127,128,130,131,141],image_a:80,image_b:80,image_fil:80,image_h:22,image_lay:80,image_nam:30,image_path:80,image_reader_cr:80,image_w:22,imagenet:[8,20,37],imagepullpolici:[126,128],imageri:8,images_reader_cr:80,imagin:57,img2label:15,img:[8,9],img_conv_lay:9,img_pool_lay:9,imgsiz:118,imgsizei:118,imgsizex:118,immedi:[62,65,74,83,126],immutable_paramet:30,impel:88,imper:44,imperfect:81,implement:[8,9,13,20,22,23,24,27,33,39,40,41,42,43,44,45,47,54,55,58,59,60,62,65,67,68,69,71,75,78,85,87,88,89,90],implemet:38,impli:[2,34,95,102],implicitli:44,imposs:[71,141],impractic:89,improv:[8,46,47,62,81,116,126],in_arg:122,in_fals:22,in_plac:22,in_tru:22,inarg:[4,38],inbound:126,inc_path:92,includ:[7,8,9,14,15,22,24,30,33,34,40,43,53,54,56,58,62,67,68,70,71,76,77,79,81,87,110,112,116,118,120,126,137,138,139],inclus:71,incom:[44,61],incorpor:8,incorrect:8,increas:[35,39,53,97],increment:[49,57,62],incupd:111,inde:13,independ:[8,22,31,32,40,46,85,88,141],index:[7,8,11,13,14,22,29,31,32,33,35,39,44,77,79,90,105,126],indexslot:8,indiact:22,indic:[7,8,22,32,33,40,50,56,70,77,82,86,88,90,122,126],indice_map:90,indices_map:90,individu:[35,73,126],industri:[35,66,141],ineffici:[75,89],infer:[15,22,30,32,33,35,49,54,59,60,61,62,63,67,69,78,79,81,86,89,102,103],infer_shap:79,infer_var_type_:60,inferfac:60,inferior:42,infershap:[33,79,81,112,113],infershapecontext:[112,113],infervartypefn:60,info:[7,8,14,53,70,102,105,111,125,128,141],infom:8,inform:[8,14,22,29,33,43,52,58,61,62,65,66,69,70,73,79,83,85,86,116,126],infrastructur:[54,126],ingrad_:64,inherit:[33,72,81,88],ininst:30,init:[6,20,29,33,46,56,64,70,71,102,103,111,124,126,128],init_attr:79,init_from_tar:29,init_hook:105,init_model_path:[132,133,135],initi:[2,6,8,9,14,16,22,29,32,34,39,44,45,46,47,49,57,70,73,74,79,83,87,90,103,119,133],initial_max:[6,97],initial_mean:[6,8,97],initial_min:[6,97],initial_std:[6,8,97],initialize_op_attr:79,initpaddl:4,initrd:141,inlcud:9,inlin:[88,113,126],inner:[8,95,105,122],inner_:105,inner_mem:105,inner_param_attr:9,inner_pos_arrai:122,inner_rnn_output:105,inner_rnn_st:105,inner_rnn_state_:105,inner_seq_pos_arrai:122,inner_step:105,inner_step_impl:105,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:113,input1:[8,9,113],input2:8,input:[2,5,7,8,9,11,13,15,21,22,23,29,31,32,33,38,42,44,45,46,47,48,49,53,54,55,56,57,58,60,61,62,64,65,69,70,71,74,75,78,79,80,81,82,85,87,88,89,90,95,96,97,102,103,104,105,107,108,111,112,113,119,122,128,135],input_conf:8,input_data:111,input_data_target:111,input_dim_idx:22,input_dtyp:22,input_featur:5,input_hassub_sequence_data:111,input_id:8,input_imag:9,input_index:111,input_label:111,input_lay:111,input_loc:8,input_nam:30,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:90,input_seq:[8,22],input_sequence_data:111,input_sequence_label:111,input_sparse_float_value_data:111,input_sparse_non_value_data:111,input_t:111,input_to_check:31,input_typ:[95,105],input_valu:31,input_var:[31,79],inputbuff:38,inputdef:111,inputgradi:82,inputlayers_:111,inputs_to_check:31,inputsizechang:65,inputtyp:13,insert:[32,48,73,78,81,82,110],insid:[7,9,32,35,45,47,48,49,61,65,75,76,80,81,82,126],inspir:76,instal:[8,22,43,64,84,92,98,99,101,103,110,114,116,117,120,124,127,137,138,139],install_android:137,instanc:[8,22,31,33,35,37,41,44,45,46,48,50,59,65,70,71,74,79,81,82],instance_ip:126,instanti:[35,50,119],instead:[8,9,11,32,34,38,43,44,45,53,54,57,58],instrins:53,instruct:[33,57],int16:91,int32:[69,77,90,91,133],int64:[22,45,51,69,86,89,91],int64_t:76,int8:69,integ:[2,7,8,13,22,39,43,44,53,67,71,102],integer_sequ:95,integer_valu:[2,13,95,102,105,122],integer_value_sequ:[2,13,71,105,108,122],integer_value_sub_sequ:[105,122],integr:[7,141],intel:[54,69,88],intellig:[20,62],inteloptimizedpaddl:64,inter:[8,45],interact:[8,45,126],intercept:8,interchang:[57,81],interconnect:73,interest:[44,53,73],interestingli:54,interfac:[6,8,9,20,24,26,27,29,33,39,43,52,58,73,75,81,82,88,126,141],intergr:8,intermedi:[22,45,52,56,62,72],intern:[8,9,20,24,29,53,116,117,126],internel:64,internet:[34,35,141],interpret:[7,22,50,54,91],intrins:[44,50,53],introduc:[8,15,33,35,56,63,66,83,85,87,116],intuit:[42,81],inval_:64,invalid:[80,85],invent:54,invoc:[34,54,55,81],invok:[2,8,18,29,32,45,48,75,79,81,82,87,89,118,126],involv:71,iob:7,ioe:7,ios:138,ios_arch:138,ios_deployment_target:138,ios_development_root:138,ios_enable_bitcod:138,ios_platform:138,ios_sdk_root:138,ios_use_veclib_for_bla:138,ip_str:128,ips:[126,128],ipt:[8,79,87,97,105,108],ipx:141,ipython:30,is_color:15,is_cpu_plac:65,is_inf:123,is_loc:29,is_mkldnn_librari:65,is_revers:22,is_seq:[8,108],is_spars:22,is_stat:[6,97],is_target:78,is_tensor:87,is_test:[22,65],is_traget:78,is_train:[2,15],isbinari:122,isinst:[4,48,102],ismkldnnkernel:65,ispodallrun:128,isspars:111,issu:[34,56],issue_numb:110,istag:84,item:[8,13,22,29,42,53,80,103,128,141],iter:[2,8,9,10,13,29,30,35,45,54,62,65,74,76,80,90],iter_multiple_input_and_param:79,its:[2,8,9,20,22,27,29,30,31,32,33,35,39,44,48,49,54,56,57,58,60,62,66,70,71,73,74,75,78,79,81,82,85,86,87,88,89,118,126],itself:[32,35,42,65,74,85],ivector:[122,123],ivs:87,java:[33,67,77,81],jeremi:118,jian:20,jku:22,job:[14,32,42,44,45,48,81,128,132,133,135],job_desc:45,job_dispatch_packag:125,job_id:14,job_nam:[43,126,128],job_namespac:[126,128],job_path:[126,128],job_path_output:128,job_workspac:125,jobdesc:45,jobnam:[45,128],jobpath:[126,128],jobport0:126,jobport1:126,jobport2:126,jobport3:126,jobselector:128,jobserv:43,join:[35,105],jointli:9,jpg:15,json:[58,126,127],jth:9,judg:8,juditski:74,jupyt:43,just:[5,7,8,9,14,22,34,39,40,44,45,54,56,60,65,74,75,79,80,81,82,83,85,86,126],jx4xr:126,jypyt:30,k8s:[44,128,141],k8s_data:[126,128],k8s_job:30,k8s_token:30,k8s_train:[126,128],k8s_user:30,kafka:37,kaim:20,kcpu:76,kcuda:76,kdisabl:76,kebilinearinterpbw:118,kebilinearinterpfw:118,keep:[8,13,15,20,35,54,57,71,74,79,85,87,141],keep_dim:22,keep_top_k:8,kei:[2,14,15,23,26,29,31,32,33,35,37,39,51,53,61,65,81,82,87,90,109,110,118,128],kept:[8,62,79],kera:83,kernel:[8,22,31,53,54,61,64,74,76,83,86,88,89,112,113],kernel_hint:61,kernel_type_for_var:89,kerneltyp:[61,65],key1:133,key2:133,key_pair_nam:126,keyid:126,keymetadata:126,keypair:126,keyserv:126,keystat:126,keyusag:126,keyword:[79,128],kforcecpu:61,kill:[35,126],kind:[2,30,31,35,41,45,48,57,61,65,72,73,76,88,89,91,95,102,126,127,128],kind_:76,kmark:76,kms:126,knchw8c:69,knchw:69,knhwc:69,know:[30,39,44,62,66,116,126],known:[22,32,33,54,55,70],kpoprang:76,kpushrang:76,kriz:14,krizhevski:22,kselectedrow:86,ksimonyan:9,kstate:76,kube_cluster_tl:30,kube_ctrl_start_job:30,kube_get_workers_addr:44,kube_list_containers_in_job_and_return_current_containers_rank:30,kubeconfig:126,kubectl:[125,127,128,129],kuberent:[35,126],kubernet:[30,35,44,45,81,124,128,130,131,141],kubernetes_service_host:30,kusecudnn:61,kusemkldnn:61,kvp:26,kwarg:[2,9,10,13,18,22,24,49,58,79,87,105],kwd:26,l1_rate:6,l1_regularization_op:83,l2_rate:6,l2_regularization_op:83,l2_sim:8,l2regular:95,l93:38,label:[2,7,8,13,14,15,22,29,45,49,54,56,57,58,72,77,80,89,95,102,105,119,127],label_dim:[8,105],label_fil:80,label_lay:80,label_path:80,labelselector:128,lag:133,lake:2,lambda:[22,44,48],lambdacost:8,lambdarank:8,lan:124,languag:[2,8,14,23,44,57,62,76,81,85,95,102],larg:[11,14,45,47,48,62,66,74,110],larger:[6,7,8,62],larger_than:[33,59,77],largest:22,last:[7,8,9,22,32,48,54,62,70,76,77,104,105],last_seq:[71,105],last_time_step_output:8,lastseen:127,latenc:[8,53,126],latent:8,later:[34,54,81,83,88,113,126],latest:[8,33,34,35,42,84,92,99,110,114,127,128,137],latter:[74,90,116],launch:[65,126],launcher:30,law:[2,95,102],layer1:[8,9,95,104],layer2:[8,95,104],layer3:8,layer:[4,6,7,9,11,13,16,20,28,29,32,33,38,44,45,47,54,56,57,59,72,74,77,80,81,83,87,88,90,95,97,102,103,104,107,108,111,119,122,123],layer_0:111,layer_att:96,layer_attr:[8,95,96,108,135],layer_help:61,layer_num:135,layer_s:122,layer_typ:[8,63,64],layerbas:111,layerconfig:111,layergradutil:111,layerhelp:[22,61,79],layermap:111,layeroutout:8,layeroutput:9,layers_test:92,layout:[15,65,89],layout_:[61,69],layouttyp:61,lazi:[74,83],lbl:7,ld_library_path:120,lead:[62,69],leaki:56,leakyrelu:22,learing_r:72,learn:[6,7,8,9,10,14,30,32,40,42,45,47,50,56,57,62,64,71,73,74,76,80,81,83,88,99,118],learnabl:[22,29],learning_r:[6,24,40,45,95,97,119],learning_rate_arg:97,learning_rate_decay_a:97,learning_rate_decay_b:97,learning_rate_schedul:97,leas:35,least:[7,35],leav:[33,126],lectur:62,lecun:14,left:[8,33],left_right_flip:15,legal:87,len:[2,8,22,40,44,51,54,79,103,105,111,128],length:[8,9,13,14,15,22,23,40,53,63,66,70,71,81,90,127],leran:62,less:[8,22,30,48,141],less_than:[30,62],lesser:22,let02:127,let:[7,8,30,33,42,44,55,57,61,65,69,70,71,72,82,88,89,116,126],level:[6,8,20,22,53,55,58,66,70,71,76,88,90,91,107,122],lgtest:34,lgtest_main:34,lib64:[92,99,133],lib:[68,98,116,117,120,137,138,139],lib_path:92,libapi:34,libari:68,libc:101,libcuda:[92,99],libgcc_:101,libgflag:120,libglog:120,libgoogl:[116,117],libiomp5:64,libmkldnn:64,libmklml_intel:64,libnvidia:[92,99],libopenbla:120,libpaddl:[67,68,81,110,116,117],libpaddle_capi:68,libpaddle_capi_engin:120,libpaddle_capi_lay:120,libpaddle_capi_shar:120,libpaddle_capi_whol:120,libpaddle_gserv:68,libpaddle_math:68,libprotobuf:[97,120],librari:[8,22,34,41,45,64,65,68,73,89,133],library_:69,library_type_:89,librarydevicecontext:69,librarytyp:89,libstdc:101,libz:120,licens:[2,64,73,95,102],life:35,lifecycl:[76,141],lifetim:85,lightweight:55,like:[7,8,13,14,22,32,33,34,35,38,43,44,50,54,55,56,57,58,60,65,69,73,74,79,80,81,82,83,85,86,89,90,116,119,126,141],limit:[2,8,13,22,54,62,66,71,81,83,95,97,102,118],linaro:139,line:[2,7,13,22,26,34,38,43,52,57,74,77,79,81,83,95,97,105,110,116,126,135],line_break:13,line_count:97,linear:[8,22,23,71,95,97,102,103],lineno:[116,117],link1:53,link2:53,link:[8,9,34,51,52,85,107,126,141],linux:[13,51,101,109,126,137,139],linux_x86_64:[84,92,101],lipo:138,list:[1,2,7,8,9,13,15,18,22,24,26,29,30,32,33,34,39,43,44,50,52,54,56,69,72,75,76,79,82,85,90,95,116,117,126,135],listdir:124,listen:[35,44,45],listen_and_do:44,listenanddo:44,lite:120,littl:[40,54,61,66],live:119,live_in:62,live_out:62,load:[15,30,35,45,56,73,79,102,126,128],load_and_transform:15,load_data_arg:4,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[132,133,135],load_mnist:56,load_paramet:97,loadparamet:4,loadsave_parameters_in_pserv:[38,132,133],loc:[7,20],local:[6,22,29,31,33,35,41,42,57,62,70,77,79,81,98,116,128,132,133],local_scop:31,localhost:[99,114],localip:128,localpath:52,locat:[8,22,29,34,54,69,76,88,90],lock:[34,35,39,40],lod:[22,66,70,86,90,91],lod_desc:[86,91],lod_expand:71,lod_level:[22,79,86,91],lod_rank_table_obj:22,lod_tensor:[22,70,86,91],lod_tensor_aarri:22,lod_tensor_arrai:22,lodrankt:22,lodtensor:[22,23,60,66,81,91],lodtensorarrai:22,lodtensordesc:[66,86],log:[39,45,52,56,93,97,101,111,124,125,126,127,128,129,133],log_barrier_abstract:[132,133],log_barrier_lowest_nod:[132,133],log_barrier_show_log:[132,133],log_clip:[132,133],log_error_clip:[132,133],log_period:[127,128,133,135],log_period_serv:[132,133],logarithm:[5,22],logger:[2,105],logic:[42,45,47,48,56,60,72,73,75,85,90],logist:22,logit:[56,89],longer:[35,45,62],look:[2,7,22,33,43,44,54,57,74,79,82,83,119,126],lookahead:8,lookup:[22,60,71,119],lookup_t:62,loop:[31,33,54,62,76,80,85],loop_var:90,loss:[8,22,24,32,45,56,58,72,74,83],lot:[45,69,71,74,79,83,88,141],low:[8,20,72,73,88,90],low_rnn:70,lower:[8,22,53,70,71],lower_level_rnn:70,lpaddle_capi_engin:120,lpaddle_capi_lay:120,lpaddle_capi_shar:68,lpaddle_capi_whol:68,lrelu:56,lstm:[8,22,105,108,127],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,105],lstm_group_input:105,lstm_input:105,lstm_last:105,lstm_layer_attr:9,lstm_nest_group:105,lstm_output:105,lstm_step:9,lstm_unit_op:22,lstmemori:[9,96,105,108],lstmemory_group:[8,96,105],lstmemory_unit:96,lstmlayer:63,ltr:8,luckili:62,mac:[68,137],machin:[9,14,29,45,47,54,56,62,64,73,74,83,95,107,123,126,129,141],machine_transl:108,maco:[101,109],macro:[55,69,82],made:[35,40,54],mai:[2,8,9,22,31,33,45,49,53,61,62,65,73,76,80,81,85,89,95,102,126],main:[4,22,44,48,54,58,73,77,81,116,117,120,126],main_program:[18,22,32,49],mainli:[41,62,69,88],maintain:[8,33,39,74,79,81,126],majel:34,major:[45,53,89],make:[2,7,8,22,30,32,33,34,35,39,40,42,45,46,53,54,57,70,71,74,75,79,80,81,83,88,90,92,98,109,110,111,112,114,116,118,120,126,137,138,139,141],make_ddim:113,make_function_oper:55,make_vari:87,maker:[81,82],malloc:88,man:51,manag:[24,29,35,40,41,44,45,52,76,85,88,114],mandarin:8,mani:[9,15,32,34,39,44,54,56,61,62,71,75,76,79,81,82,85,86,87,89,90],manili:58,manipul:[54,79,82],manner:[8,74,83],mantain:62,manual:[45,72,74,82,97,141],manufactur:54,manylinux1:101,manylinux1_x86_64:[84,92,101],manylinux:84,map:[7,8,13,23,29,30,33,39,48,65,69,79,82,85,87,88,90,102,120,141],map_fn:90,map_read:13,mapper:13,mapreduc:30,margin:22,mark:[32,47,56,57,70,71,76,85,116,141],marker:76,market:53,mask:[6,8,22],master:[30,42,81,84,139],mastermind:34,mat:[67,68,122],mat_cache_row:38,mat_norm:38,mat_normal_shar:38,mat_param_attr:9,mat_sparse_row:38,mat_sparse_row_auto_grow:38,mat_sparse_row_id:38,mat_sparse_row_prefetch:38,mat_sparse_row_prefetch_full_s:38,mat_value_shar:38,match:[22,34,53,95],matchbox:141,math:[9,64,67,81,111,112,118],mathemat:83,matirx:8,matmul:[33,58,70,90,112],matric:22,matrix:[7,8,9,13,22,23,29,38,67,68,111,112,120,122,123],matrixptr:111,matrixtyp:68,mattyp:38,max:[6,8,13,14,22,23,31,46,48,62,79,97,104,118,135],max_diff:31,max_id:[8,29],max_job_id:14,max_length:[8,71,108],max_movie_id:14,max_relative_error:[31,112],max_seq_len:22,max_sort_s:8,max_user_id:14,max_x:22,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:[8,48],maximum:[7,8,14,22,33,40],maxinum:11,maxoutfunctor:88,maxpool:8,mayb:[33,65],mchw:22,md5:[14,36],mean:[6,7,8,9,10,11,13,15,20,29,32,34,45,46,48,58,71,78,80,85,89,95,116,119,126,133,141],mean_var_nam:8,meant:90,measur:49,mechan:[8,9,23,32,41,49,65,79,82,126],mem:[8,33,43,71,105],mem_per_pserv:45,mem_per_train:45,member:[8,14,30,48,57,58,69,75,79,85],memcpi:[75,118],memor:8,memori:[9,32,33,38,39,43,53,64,65,66,69,71,74,76,81,89,108,113,118,119,127],memory_boot:9,memory_nam:[8,96],memory_optim:62,memory_test:109,memory_threshold_on_load_data:[132,133],memoryalloc:88,memorydesc:65,mention:[22,32,34,39,45,47,54,70,73,74,76],mere:9,merg:[8,18,22,40,42,46,49,64,70,73,75,110,123],merge_model:123,merge_v2_model:123,merge_v2_modelss:123,messag:[33,44,50,54,57,66,76,77,78,79,81,82,86,91,92,110,127],metadata:[51,126,127,128],metal:141,metaphor:57,metaplotlib:30,method:[2,8,10,20,24,29,31,33,42,44,45,46,48,53,56,57,58,61,72,73,79,80,81,85,86,89,90,116,117],methodolog:74,metric:[18,49,76],mfs:128,microarchitectur:53,might:[8,33,34,44,54,62,77,116,126],million:14,min:[6,8,22,46,48,79,118,126,135],min_block:33,min_count:47,min_desc:33,min_pool_s:[2,95],min_word_freq:14,mind:116,mini:[8,13,18,22,29,33,35,49,50,54,59,70],mini_batch:80,minibatch:[8,22,33,49,57,59,77],minim:[24,33,45,47,48,54,56,72,81,119],minimum:[8,22],minsizerel:[137,138,139],minu:82,minus_grad:82,minusgradop:82,minusop:82,minusopgradmak:82,minusopprotoandcheckermak:82,minut:[35,42,126],mip:137,mirror:34,mislead:40,mismatch:22,miss:56,mistak:54,mit:126,mix:[9,76,90,108],mixed_lay:[9,105],mixed_layer_attr:9,mixedlayertyp:8,mixtur:116,mkdir:[52,98,114,120,126,129],mkl:[54,65,81,88,89,92,98,120],mkl_packed_:63,mkldnn:[8,64,69,89],mkldnn_:64,mkldnn_batch_norm:8,mkldnnactiv:64,mkldnnbase:64,mkldnnlayer:64,mkldnnmatrix:64,mkldnnstream:64,mkldnntester:64,mklml:[64,92],mklml_lnx_2018:92,mklpack:63,mklpackedgatedrecurrentlay:63,mklpackedgemm:63,mklpackedlstmlay:63,mklpackedrecurrentlay:63,mlp:58,mlr:20,mnist:[2,4,37,45,56,57,77,80,81,116,117,123],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:80,mnist_train:[2,80],mnist_train_batch_read:80,mnist_v2:123,mnt:128,mobil:[53,54,62,81,114,136],mode:[8,26,29,53,63,73,110,128],model:[8,9,14,23,29,32,33,35,36,44,45,47,48,49,57,62,63,72,73,74,81,83,89,90,102,103,114,123,126,135],model_config:4,model_list:[133,135],model_path:135,modelparallel:45,modern:62,modifi:[8,45,53,58,83,110,126],modul:[2,9,14,29,45,55,56,71,90,97,112,116,117],modular:71,modulo:8,moment:[24,116],momentum:[6,22,24,85,95,102],momentumop:[116,117],mon:127,monitor:76,mono:8,month:34,more:[7,8,9,13,22,30,31,32,34,35,39,42,43,45,47,52,53,54,55,57,61,62,65,69,70,71,72,76,79,80,81,83,88,90,97,116,118,119,141],most:[8,13,22,29,30,32,34,42,45,57,58,69,71,74,76,80,83,88,116,119,141],mostli:[53,141],motiv:81,mount:[43,126],mountpath:[126,127,128],move:[8,35,39,52,54,74,126,141],movi:[2,14],movidiu:54,movie_categori:14,movie_id:128,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[73,129],mpirun:129,mse:[54,57,72,77],msra:20,much:[8,22,35,54,65,72,80,83,90],mul:[55,62,79,111,112],mul_grad:112,mul_op:[22,112],mul_ratio:8,mul_result:79,mulgradkernel:112,mulkernel:112,mulop:[55,112],mulopgrad:112,mulopmak:112,mult:44,multi:[8,49,73,75,89,116,141],multi_binary_label_cross_entropi:8,multidimension:22,multigradientmachin:75,multinomi:8,multip:[22,23],multipl:[7,8,9,13,18,22,23,29,30,31,39,40,42,44,45,47,49,54,55,61,73,76,81,89,91,102,116,126],multiple_input:79,multiple_param_attr:79,multipli:[7,8,22,44],multiprocess:13,must:[5,7,8,9,13,15,22,32,40,48,62,65,66,69,76,78,79,80,81,87,91,95,111,112,113,124,126],mutabl:[88,113],mutable_data:[65,88,112,113],mutuable_data:88,mxnet:[33,44,54],my_cluster_nam:126,my_cost:97,my_external_dns_nam:126,my_lib:124,myerrorclip:48,myfil:13,mypaddl:[127,128],naiv:44,name:[6,7,8,9,11,15,18,22,26,29,30,31,32,33,35,37,38,40,43,44,45,49,53,55,58,61,64,65,66,68,69,71,76,77,79,81,84,86,87,90,91,97,102,103,105,108,111,118,119,127,128,130,131,135,141],name_:76,name_prefix:37,namespac:[33,59,67,79,111,112,127,128],nativ:[8,53],natur:[22,39,42,47,71,90],ncall:[116,117],nccl1:73,nccl2:73,ncclinit:73,nchw8:89,nchw8c:89,nchw:[8,22,64,69],ndarrai:[15,29,37],ndcg:8,ndcg_num:8,ndk:137,nearest:53,nearli:31,necess:90,necessari:[8,32,33,40,42,48,49,62,66,71,75,79,87,90],necessarili:44,neck:73,need:[7,8,9,13,20,22,23,24,27,30,31,32,34,38,39,40,42,43,45,47,48,49,52,54,55,56,61,62,65,69,71,72,73,74,75,76,78,79,81,82,83,85,86,87,88,90,92,118,126,128,141],need_tran:97,neg:[2,7,8,22],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:73,neither:8,neon:53,ner:7,nervana:54,nest:[8,13,32,33,76,77,91,122],net:[8,9,16,22,33,56,70,85,123],netop:[33,81],network:[4,6,7,8,13,20,23,27,28,29,30,31,32,33,35,38,45,47,49,56,58,62,63,64,70,72,74,76,79,80,83,85,87,88,89,91,96,102,103,105,122,123,128,135,141],network_config:135,networkadministr:126,neural:[8,9,13,20,29,30,32,33,35,45,58,62,63,64,70,74,83,85,88,89,91,103,105,107],neuralnetwork:75,never:[13,62,80,85,126,127,128],new_block_idx:79,new_dim:22,new_op_desc:48,new_scop:89,new_stat:70,newblock:79,newbuff:65,newest:40,newli:[53,141],newop:33,newopdesc:79,newprogram:79,newscop:89,newvardesc:79,next:[2,8,14,32,35,41,48,71,73,90,116,126],nextlay:64,nfs4:126,nfs:[126,128],nfsdir:128,nfsver:126,ngram:14,nic:[128,132,133],nil:39,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:95,nnz:[111,122],no_cach:2,no_grad_dict:32,no_grad_set:[24,31,32,112],no_gradi:32,no_sequ:[2,8,102],node0:128,node1ip:129,node2ip:129,node3ip:129,node:[8,34,42,44,45,47,58,62,71,73,81,126,127,128,129,141],node_0:[126,128],node_1:[126,128],node_2:[126,128],node_id:124,nodeattr:58,nodeentri:58,nodefil:125,nodesep:58,nohup:124,nois:[8,35,56],noisi:[8,56],non:[8,22,35,53,54,86,126],none:[2,4,6,7,8,9,10,11,15,18,20,22,23,24,29,30,31,32,33,48,49,56,58,59,70,71,72,77,79,87,90,108,119],noneedtran:65,nonlinear:20,nontranspos:22,nor:44,norm:[9,22,56,69],norm_by_tim:8,normal:[8,9,14,20,22,74,127,128],notat:[8,62],note:[6,8,9,11,15,18,22,23,29,30,32,33,38,39,43,62,66,69,73,80,81,88,89,113,126],notebook:[43,99],noteworthi:54,noth:[5,29,61,79,85,110],notic:[8,48,54,73,82],notimplementederror:48,notin:89,notingradi:112,notion:90,notori:31,now:[13,32,34,35,47,56,66,69,74,81,82,83,85,107,126],np_arrai:13,nproc:109,nullptr:[65,76,82,85,111],num:[8,9,124,128,133],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,58],num_col_dim:22,num_filt:[8,9,22,23],num_flatten_dim:22,num_gradient_serv:[124,132,133],num_hidden:58,num_neg_sampl:8,num_or_sect:22,num_parameter_serv:30,num_pass:[29,102,127,128,132,133,135],num_per_batch:15,num_pserv:45,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:86,num_samples_process:97,num_shard:37,num_step:90,num_train:45,number:[7,8,9,13,14,15,22,33,35,37,47,49,62,74,76,80,81,87,90,116,126],numchunktyp:7,numdevices_:135,numer:8,numeric_grad:31,numerical_grad:31,numlogicaldevices_:135,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,22,29,37,53,56,79,80,97,98,102,112],numreal:38,numsampl:118,numtagtyp:7,numtimeout:39,nv_:34,nv_gpu:109,nv_librari:34,nv_test:34,nvcc:[34,53,54],nvidia:[53,54,69,73,88,92,99,109],nvlink:73,nvprof:76,obei:7,obj:[2,97],object:[2,6,8,9,13,22,29,30,38,45,48,49,56,58,62,67,72,76,79,81,83,85,118],observ:8,obtain:[2,8,22,42,74,95,102],obvious:[34,69,116],occup:[62,128],occupi:[53,76],occur:[14,29,62],occurr:33,oct:127,odd:8,odoti:22,off:[68,98,109,110,114,120,124,137,138,139,141],offer:[33,81,87],offici:[8,34,126],offlin:[35,37,141],offset:[8,22,38,122],often:[8,38,58,62,69,116],ograd:111,old:[31,40,42,71,81],older:[22,54],omega:83,omit:[22,95],omp_num_thread:[116,117],ompi_comm_world_rank:124,on_init:2,onc:[8,35,39,44,45,47,49,54,57,74,126],one:[2,5,7,8,9,11,13,20,22,24,27,29,30,31,32,33,35,38,39,40,42,43,44,45,48,49,50,53,54,55,56,58,60,61,65,66,69,70,71,72,73,74,75,77,78,79,80,81,82,85,86,88,89,90,119,122,126,141],onehotcrossentropyopkernel:112,ones:[55,56,81],onli:[7,8,9,11,15,22,27,29,30,31,32,34,38,39,40,41,42,43,44,45,47,48,49,50,52,53,54,56,57,62,65,70,71,72,73,75,76,79,81,86,87,88,89,90,105,107,122,126,141],onlin:[8,10,35,37,62,80],only_cpu:31,onnx:54,onto:[22,45,47,126],op1:[62,89],op1_2_op2:89,op1_to_op2:89,op2:[62,89],op3:62,op_:112,op_check:112,op_class:[81,87],op_desc:[48,60,78],op_info:119,op_kei:65,op_maker_class:[81,87],op_proto:87,op_registri:119,op_siz:48,op_test:112,op_typ:[81,112],op_unique_kei:65,opattrcheck:112,opcreat:87,opdesc:[33,48,57,77,78,79,81,82,87,91],opdescbind:[60,82],opdescbuild:33,open:[2,8,15,30,37,54,56,64,80,95,97,102,105,116,126],openbla:[98,99,120],opencv:15,openmp:116,openmpi:[124,129],opensourc:73,oper:[8,9,13,15,20,22,24,27,31,33,44,45,46,47,49,50,53,54,56,57,58,60,61,70,71,72,73,76,78,83,85,88,89,91,112,113,119,126],operand:[22,53],operartor:113,operator_grad:31,operator_list:76,operatorbas:[33,55,81,82,87,112],operatorwithkernel:[89,112],opinfo:[60,81,82],opinfomak:60,opinfomap:82,opkernel:[112,113],opkernelkei:81,opkerneltyp:[69,89],opmak:87,opposit:22,opproto:112,opprotoandcheckermak:[82,112],opprotomak:[87,112],opregist:87,opregistri:87,ops:[24,31,32,33,34,44,57,58,74,77,78,79,81,88,112,141],ops_:33,ops_test:34,opt:[30,72,78,87,98,128],opt_op_list:72,optest:112,optim:[6,16,28,29,31,32,45,46,47,56,73,74,75,77,81,83,86,95,97,102,116,119],optimis:72,optimize_op_attr:79,optimzi:95,option:[7,8,18,22,26,30,34,45,56,61,66,77,78,79,81,86,87,91,116,137,141],optmization_op_list:72,opts_np:78,optyp:[60,87],opwithkernel:86,order:[8,9,13,15,22,29,32,57,66,76,80,83,90,116,117,126,128,141],ordereddict:29,orderli:22,oregon:126,org:[2,7,8,9,14,20,22,37,51,56,95,99,102],organ:[7,8],orient:87,origin:[8,9,13,14,22,31,53,56,85,90,110],other:[7,8,9,13,22,24,33,35,40,44,52,53,54,60,62,65,69,70,74,78,83,85,87,88,89,116,119,126,141],otherchunktyp:7,otherwis:[8,13,14,15,22,29,30,32,35,40,42,56,60,65,80],our:[22,30,32,34,45,47,56,60,62,69,73,74,85,90,116,126],out:[8,22,23,29,30,33,34,39,42,45,48,54,58,62,65,70,71,79,89,95,105,107,108,112,113,116,117,126],out_dir:[126,128],out_fals:22,out_left:8,out_mem:108,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:22,outer:[8,105],outer_mem:105,outer_rnn_st:105,outer_rnn_state_:105,outer_step:105,outgrad_:64,outlier:8,outout_lay:29,outout_layer1:29,outout_layer2:29,output:[5,6,7,9,11,13,22,23,26,29,30,31,32,33,37,42,44,47,48,52,54,55,56,57,58,59,60,62,65,66,70,71,74,77,78,79,80,81,82,85,86,87,88,89,90,95,102,105,108,112,113,116,123,125,127,128,135],output_:[8,64],output_all_step:70,output_arg_nam:48,output_dim_idx:22,output_dtyp:22,output_fil:[26,123],output_id:8,output_lay:[29,95,102,103],output_max_index:11,output_mem:[8,108],output_mod:26,output_nam:31,output_num:70,output_path:37,output_s:22,output_seg:90,outputbuff:38,outputgradi:82,outputh:8,outputw:8,outsid:[2,8,9,45,85],outter:122,outter_pos_arrai:122,outter_seq_pos_arrai:122,outupt:90,outv:111,outval_:64,over:[8,9,22,29,30,54,62,73,74,90],overal:[56,74,76,141],overfit:83,overlap:[7,8],overlap_threshold:[7,8],overload:[53,61],overrid:[33,35,52,65,88,112,113],overview:[39,40,41,88],overwrit:52,own:[8,32,40,42,48,50,58,60,72,73,74,83,87,126],paam:15,pack:[90,97],packag:[13,14,39,43,44,55,64,84,92,116,117,126],pad:[9,22,65],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:22,padding_i:8,padding_w:22,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,24,26,27,29,30,33,34,35,37,43,45,52,55,56,59,63,64,65,66,67,68,70,71,75,77,81,83,84,87,88,90,95,97,98,99,101,102,103,108,109,110,111,112,114,116,117,118,119,120,122,123,124,125,126,127,128,129,135,137,141],paddle_arguments_get_sequence_start_po:122,paddle_arguments_set_id:122,paddle_arguments_set_sequence_start_po:122,paddle_arguments_set_valu:122,paddle_begin_init_param:40,paddle_capi:120,paddle_dir:112,paddle_doc:114,paddle_docs_cn:114,paddle_element_typ:40,paddle_element_type_float32:40,paddle_element_type_float64:40,paddle_element_type_int32:40,paddle_element_type_int64:40,paddle_element_type_uint32:40,paddle_element_type_uint64:40,paddle_enforc:[33,65],paddle_enforce_eq:[112,113],paddle_error:[67,68],paddle_exampl:43,paddle_finish_init_param:40,paddle_get_param:40,paddle_gradi:40,paddle_gradient_machine_create_shared_param:123,paddle_gradient_machine_forward:123,paddle_gradient_machine_load_parameter_from_disk:123,paddle_init:123,paddle_init_num_gradient_serv:124,paddle_init_param:40,paddle_init_port:124,paddle_init_ports_num:124,paddle_init_ports_num_for_spars:124,paddle_init_pserv:124,paddle_init_trainer_count:124,paddle_init_trainer_id:124,paddle_init_use_gpu:124,paddle_ivector:122,paddle_ivector_cr:122,paddle_job:43,paddle_manylinux_devel:98,paddle_matrix:[67,68,122,123],paddle_matrix_cr:[68,122],paddle_matrix_create_spars:122,paddle_matrix_get_row:122,paddle_matrix_get_shap:67,paddle_matrix_shap:67,paddle_matrix_sparse_copy_from:122,paddle_n:128,paddle_new_etcd_pserver_cli:40,paddle_new_pserver_cli:40,paddle_on_cloud:43,paddle_output:127,paddle_paramet:40,paddle_port:128,paddle_ports_num:128,paddle_ports_num_spars:128,paddle_process_by_paddl:128,paddle_pserver2:125,paddle_pserver_cli:40,paddle_pserver_client_releas:40,paddle_r:122,paddle_root:120,paddle_save_model:40,paddle_send_grad:40,paddle_server_num:128,paddle_train:[68,84,125,128],paddle_with_cuda:76,paddle_with_mkldnn:69,paddlepaddl:[2,8,9,13,14,15,29,34,35,37,40,41,42,43,44,45,51,52,55,56,57,59,61,66,70,71,72,75,76,79,80,81,85,90,91,95,98,99,101,102,103,108,109,110,115,116,117,118,122,123,124,125,127,128,130,131,137,139,141],paddlepaddle_gpu:101,paddlepaddlebook:99,page:126,pair:[7,23,24,26,32,33,45,57,72,76,81],pairwis:8,pakcag:34,paper:[8,20,22,56],para:38,paradigm:[44,50,81],paragraph:70,paragraph_data:70,paragraph_out:70,parallel:[44,45,47,73,76,81,89,118,126,127,128,135],parallel_for:44,parallel_nn:[6,132,133],paralleldo:46,parallelfor:44,param:[6,8,9,13,22,24,31,33,40,75,79,88,97,113],param_attr:[8,9,22,23,38,79,95,97,108],param_config_proto:40,param_fil:[97,123],param_initi:22,paramattr:[6,8,16,22,95,97,108],paramet:[7,9,10,11,13,18,21,22,24,28,31,32,33,34,36,38,42,44,45,46,48,50,52,54,56,57,58,60,66,70,72,73,77,80,85,87,90,95,97,102,103,119,122,124,125,128,133],parameter_block_s:[132,133],parameter_block_size_for_spars:[132,133],parameter_learning_r:6,parameter_list:[24,32,72],parameter_nam:[29,30],parameter_serv:30,parameter_valu:38,parameterattribut:[6,8,9,38],parameterclient2:128,parameterclient_:38,parametermap:111,parametermutex_:38,parameters_:111,parameters_and_grad:[24,72],parameterserver2:38,parameterset:30,parameterupdat:75,parameterupdater_:38,parametr:8,params_grad:72,params_pass_4:123,params_pass_90:102,params_pass_:102,paramt:126,paraspars:111,parent:[33,44,77,79,81],parent_:[33,85],parent_idx:79,parenthes:81,pars:[13,14,34,45,58,109,126],parse_config:4,parse_known_arg:128,parsefromstr:97,parser:[13,128],part:[7,8,22,23,32,33,42,45,54,65,66,77,79,88,116,141],partial:[8,29],partial_sum:8,particular:[57,66,81,89],particularli:20,partit:[35,37,45,47,81,126],paserv:128,pass:[2,8,18,22,27,29,32,33,35,48,49,54,56,62,66,72,74,75,78,79,80,81,83,85,90,95,102,110,118,126,127,128,133,135],pass_gener:8,pass_id:[29,45,102],pass_idx:80,pass_manu:97,passtyp:111,past:[30,126],patch:51,path:[7,13,14,15,29,35,39,40,43,62,71,80,120,126,127,128,133,137,138,139],path_to_paddlepaddle_working_directori:114,pattern:[14,35,67,74,83,126],paus:[35,42],pcie:73,pd_api:122,pdf:[9,22],peephol:22,peer:[73,93],pem:[30,37,126],pend:[35,39],pep425tag:[92,101],per:[7,8,14,15,22,35,40,73,74,80,83],percal:[116,117],perf_test:[116,117],perform:[8,9,20,22,31,40,45,49,53,54,56,62,73,75,76,80,81,83,88,89,117,118,132],perftool:[76,116,117],period:[35,42,133],permiss:[2,95,102,126],permut:22,peroid:[8,15],persist:[22,50,86,91,126],persistentvolum:126,persistentvolumeclaim:[126,128],person:[7,30,61],perspect:81,perturb:31,pex:141,pfs:[37,52],pfsclient:37,pfspath:52,pgp:126,phase:[65,71,73,74,80,82,141],philosophi:[74,83],photo:56,physic:141,pick:[22,126],pickl:[124,129],pictur:73,piec:[9,44,76],pil:15,pillow:43,pip:[84,92,98,101,103,110,114,116,117],pipe:13,pipelin:49,piperead:13,pivot:65,pixel:[2,8,13,14,45],pixels_float:2,pixels_str:2,place:[2,22,32,33,35,42,45,47,50,61,65,73,81,89,113,119],place_:[61,69,88,89],placehold:[56,88,113],placement:47,plain:[7,8,13,43,66,68,69],plan:[35,44,65,81],platform:[33,65,69,76,88,89,101,112,113,119,126,137,138],pleas:[6,8,9,10,15,22,30,35,39,40,41,44,58,69,70,79,80,81,88,91,92,114,116,126,128],plot:30,plu:[8,31],plug:[73,74],pnpairvalid:132,pod:[37,43,44,126,127,128],pod_nam:126,podip:128,podlist:128,point:[22,33,35,43,53,62,65,73,88,113,116,118,122,141],pointer:[33,40,54,58,62,69,79,81,85,88,113,122],polar:14,poli:97,polici:126,pollut:42,polyak:74,ponit:58,pool3:111,pool:[9,22,28,46,62],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,22],pool_siz:[2,8,9,22,23],pool_size_i:8,pool_strid:[9,22,23],pool_typ:[8,9,22,23],pooled_height:8,pooled_width:8,pooling_lay:[9,95],pooling_typ:[8,95,104],poolingtyp:11,pop:[33,50],popul:40,popular:[34,56,58,76],port:[34,44,116,124,126,127,128,132,133],port_num:132,portabl:58,portal:114,ports_num:[124,128,133],ports_num_for_spars:[38,124,128,132,133,135],pose:35,posit:[2,7,8,9,22,122],positive_label:7,possibl:[30,33,39,47,62,79,83,91],post:[43,51],postpon:83,potenti:[53,118],pow:97,power:[53,62,73,141],ppo_workspac:114,pprof:[116,117],pre:[8,9,14,30,40,61,62,126],pre_activ:79,pre_bia:79,pre_stat:[70,90],preambl:79,precis:[7,49,53,74],precision_evalu:7,precompil:50,pred:[58,62],predecessor:62,predetermin:8,predic:14,predict:[2,4,7,8,22,29,45,83,95,103,123],predict_fil:[132,133],predict_lay:29,predict_output_dir:[132,133],predict_sampl:4,prediction1:29,prediction2:29,prefer:[54,61],prefetch:[38,111],prefix:[7,9,35,37,71,126],pregrad:111,prepand:79,prepar:[31,43,75,124,129,130],prepend:[22,79],prepend_oper:79,preprocess:[14,15,90],present:[30,32,33,76,90,110],preserv:52,press:20,prev_batch_st:[132,133],prev_cel:22,prev_cell_data:22,prev_hidden:22,prev_hidden_data:22,prevent:[10,30,35,39,42,48,83,116],preview:81,previou:[8,9,22,29,32,35,47,52,70,71,116,126],previous:8,previous_memori:33,price:[14,81,103],prim:65,primari:[54,57],primarili:[74,83],primit:[53,64,65,73,90],primitive_desc:65,primitivedesc:65,principl:[30,34,69],print:[4,6,29,30,45,54,58,79,92,101,102,103,116,129],print_graphviz:58,printallstatu:118,printer:7,printstatu:118,priorbox:8,prioriti:81,prite:7,privat:[33,68,76,79,85,86,87,88,90,110,113],privileg:126,pro:73,prob:[7,29,103],probabilist:8,probabl:[7,8,22,29,71],problem:[8,30,31,34,42,54,56,57,74,81,83],proc:99,proce:[13,35,80,126],procedur:[33,66],proceed:20,process2:105,process:[2,6,8,9,13,22,30,32,33,37,38,39,42,44,45,49,50,54,58,62,64,66,73,83,87,89,95,97,105,116,126,128],process_num:13,processor:[53,118],prod:110,produc:[8,9,13,22,35,54,58,80],product:[8,9,22,23,43,54,102,126],productgraph:127,prof:[116,117],profil:[16,52,76,117,118],profilerst:76,profl:117,proflier:[76,118],prog:128,program:[13,18,20,22,26,30,32,37,40,42,45,47,50,57,59,62,72,73,76,80,81,85,91,116,118,128],programdesc:[44,45,50,54,62,66,78,79,82,91],programm:[45,54,79],progress:[35,39],proj:8,project:[8,9,43,68],promis:[8,9,71],prompt:[52,54],prone:30,prop_kind:65,propag:[8,10,32,54,74],proper:61,properli:61,properti:[58,83],propos:[33,46,47,54,71,72,73,74,90],proprietari:64,protect:[53,87,111,112],proto:[11,61,66,69,77,81,87,91,112],proto_:87,protobuf:[29,33,43,44,45,50,54,57,58,62,66,77,79,81,82,87,97,120,123],protocol:[7,119,141],protomak:112,provi:124,provid:[8,14,22,30,33,40,43,44,49,50,53,54,56,58,60,61,69,73,74,76,79,83,87,88,90,95,103,105,116,126,132,141],provis:[126,141],prune:[8,33],ps_desir:35,pserver:[29,38,40,41,43,81,124,125,126,128,132,133],pserver_addr:40,pserver_cpu:43,pserver_id:36,pserver_mem:43,pserver_num_thread:[38,132,133],pserver_spec:29,pseudo:[30,32,43,82,90],pseudocod:90,psize:111,ptr:[68,88],pub:129,pull:[34,81,84,99,137],purpos:[8,35,45,47,61,118],push:[33,50,54,76,84,128],push_back:111,put:[34,35,38,47,62,65,79,88],pvc:126,pwd:[98,99,109,110,114,137],pxe:141,py_paddl:[4,92],pybind:[33,53],pydataprovid:95,pydataprovider2:[2,4,128],pyramid:8,pyramid_height:8,python2:[116,117],python:[22,29,30,33,41,49,50,54,55,56,57,58,61,67,71,75,76,81,84,88,90,92,95,98,101,103,108,109,110,111,112,114,117,119,123,124,129],pythonpath:92,pytorch:[54,76],qualcomm:53,queri:[7,8,23,126],query_id:7,question:[8,30,44,47,87,126],queue:47,quick:58,quick_start:[43,126,127,128,130],quick_start_data:127,quickli:[71,79,81],quickstart:127,quit:71,r14b:137,r_h_val:22,r_t:8,rais:[13,22,48,58,124],rajathkmp:56,ran:[47,118],rand:[56,97,118,122,133,135],rand_max:122,random:[6,8,13,20,37,56,69,75,79,80,97,112],random_crop:15,random_imag:37,randomli:[15,42,122],rang:[8,13,20,22,37,44,45,53,56,62,76,80,87,128],rank0:73,rank1:73,rank:[8,22,30,90,126],rank_tabl:22,rankdir:58,ranktabl:22,rapid:82,rare:2,raspberri:140,raspberrypi:139,raspbian:139,rasspberri:139,rate:[6,7,8,9,10,14,40,95,128],rather:[32,43,56,90,126],ratio:[8,133],raw:[8,22,66],rdma_tcp:[132,133],reach:[35,62,73],read:[2,13,15,22,29,30,32,35,37,44,45,47,54,80,81,90,97,126,141],read_from_arrai:62,read_from_realistic_imag:30,read_from_rng:30,read_lock:36,read_minibatch:54,read_mnist_imag:30,read_next_from_fil:95,read_paramet:97,read_ranking_model_data:30,readabl:[76,81,116],reader:[14,29,37,45,53,56,57,77,102,116,117,124],reader_cr:37,reader_creator_bool:80,reader_creator_random_imag:[13,80],reader_creator_random_image_and_label:[13,80],readi:[35,126,127,141],readlockguard:38,readm:[68,110],readwritebuffer_:38,readwritemani:126,real:[8,22,38,56,80],real_process:2,realist:30,realiz:[33,70],realli:[54,83],rearrang:22,reason:[9,30,31,35,54,127],recal:7,receiv:[35,43,45,47,70],recent:[62,74],recognit:8,recommend:[9,22,30,128],record:[13,39,65,76,87,126],recordev:76,recordio:[13,14,30,37,39],recov:[35,90],recover:81,recoveri:39,rectifi:[8,20],recurr:[63,70,85,105,106],recurrent_group:[9,96,105,107,108],recurrent_lay:9,recurrent_op:90,recurrentgradientmachin:[68,71,90],recurrentgroup:7,recurrentlay:63,recurs:[32,33,34,52,62,81],recv:[44,45,47,73,126],recvparametertyp:38,red:[56,116],redirect:13,reduc:[8,22,47,53,73,81,116,117],reduce_by_kei:81,reduce_mean:56,refactor:[45,47,57,71,74,75,79,83,90],refer:[6,8,9,10,15,20,22,23,26,31,33,35,39,40,41,44,53,58,65,69,70,73,77,79,81,83,85,88,90,91],referenc:39,refine_unknown_arg:128,reflect:39,reg:87,regard:141,region:[8,85],regist:[62,69,82,88,89],register_gpu_profil:118,register_lay:111,register_op:[55,81,82,87,112],register_op_cpu_kernel:[88,112],register_op_cuda_kernel:[88,112],register_op_without_gradi:[81,112],register_oper:[60,82],register_tim:38,register_timer_info:118,registerop:87,registr:119,registri:[43,60,88,127,141],regress:8,regular:[6,16,24,32,95,126],regularization_coeff:27,reiniti:65,rel:[9,31,42,83],relat:[35,42,43,53,69,76,85,89,116,141],relationship:[82,88],releas:[84,92,120,126,137,138,139],reli:[31,44,71,72,74,83,116],reliabl:[35,83],relu1:58,relu2:58,relu:[8,56,58,62],relwithdebinfo:[116,117],remain:90,remaind:22,rememb:8,remind:88,remot:[6,34,38,45,81,110,126,133,135],remoteparameterupdat:[38,41],remov:[13,22,32,45,52,54,71,110],ren:20,renam:[32,52,53],reorder:65,reorder_primit:65,reorgan:8,repeat:[33,57,77,78,86,87,91,116],repeatedli:[57,62],replac:[34,39,60,74,82],replic:45,replicaset:43,repo:[34,139],report:[39,53,54,76],reportdataset:39,repositori:[8,114,137],reprenset:22,repres:[8,9,22,23,32,33,39,44,45,47,48,54,58,66,69,71,74,79,81,83,86,88,90,91,126],represent:[8,22,40,45,56,57,62,69,71,86],request:[34,35,38,42,44,81,84,126,127,141],requir:[2,7,8,24,30,32,35,40,42,43,45,47,48,52,53,58,62,64,70,74,76,77,78,81,83,86,87,91,95,102,114,126,141],requisit:62,research:[14,45,54],reserv:[2,22,52,95,102],reserveoutput:111,reset:[8,18,22,35,49,93],reset_program:[18,49],resetingrad:64,resetinvalu:64,resetoutgrad:64,resetoutvalu:64,resetxxx:64,reshap:[31,80,97],reshape_s:8,resid:22,resiz:[15,38,88,112,113],resize_s:15,resize_short:15,resolv:[34,110,127],resourc:[45,50,73,76,88,126],respect:[22,31,48,53,56,70],respons:[8,38,45,49,56,73,74,75,83,126,127],rest:[22,33,43,51,89,141],restart:[35,40,126,127,141],restartpolici:[126,127,128],restor:[31,74],restrict:[83,85,116,117],result:[2,5,7,8,21,22,26,29,31,32,39,49,56,57,58,62,66,71,72,73,75,102,116,118,119,126],result_fil:7,resum:42,retran:126,retriev:[33,71,85,116],return_op_list:24,return_seq:9,reuqest:84,reus:[33,42,71,80,81],rev:109,revamp:45,reveal:[30,116],revers:[8,9,22,32,107,108],review:[14,44,110,127],reviews_electronics_5:127,rewrit:34,rgb:[8,15],rho:10,rid:54,right:[2,8,31,32,33,34,43,49,62,81,83,95,102],ring:73,risk:32,rkt:[43,109],rmsprop:[74,95],rmspropoptim:74,rnn:[8,9,33,54,56,71,79,81,85,107,108,132],rnn_bias_attr:108,rnn_layer_attr:108,rnn_out:108,rnn_output:90,rnn_state:105,rnn_state_:105,rnn_step:8,rnn_use_batch:[63,132,133],rnnalgorithm:71,rnnlm:14,rnnstep:90,roadmap:90,robust:[8,20],rocmplac:69,roi:8,role:[14,30,39,40,45,73,126],rollback:79,root:[10,11,32,73,126,127,128],rot:8,round:[53,73],routin:[53,64,73],row:[7,8,13,22,38,122],row_id:8,row_offset:122,rowoffset:122,rows_:86,rpc:39,rpcserver:39,rpi:139,rpi_arm_neon:139,rpi_toolchain:139,rsize:126,rstrip:128,rtk:141,rtype:13,rule:[7,22,32,45,48,54,57,126],run:[30,31,32,33,34,35,43,44,45,46,47,49,53,54,55,56,57,58,62,65,69,70,72,73,74,76,77,78,79,81,84,85,86,88,89,92,98,99,109,110,113,114,116,117,118,124,125,126,127,128,130,131,137,141],run_test:98,runinitfunct:[118,128],runnabl:47,running_on_cloud:43,runserv:114,runtim:[2,26,33,44,45,60,70,81,91,92],runtime_table_:33,s_block:32,safe:43,sai:[8,57,59,62,80],said:54,same:[2,7,8,9,20,22,29,30,31,39,40,42,44,45,55,56,58,61,62,70,71,73,79,81,82,85,89,90,105,113,126],samping_id:8,sampl:[2,7,13,14,22,49,56,79,87,122],sample_id:7,sample_num:7,sampler:56,satifi:[7,62],satisfi:[34,65,86,126],save:[2,8,13,29,35,37,39,40,43,44,45,57,58,62,66,74,86,91,126,127],save_dir:[127,128,133,135],save_only_on:[132,133],save_parameter_to_tar:[29,102],savetxt:97,saving_period:[128,132,133],saving_period_by_batch:[132,133,135],saw:2,scalabl:81,scalar:[8,22,32,33,59,90],scale:[5,20,45,47,74,82,87,112],scaleop:112,scaleopmak:[81,112],scalingproject:8,scan:[32,39,62,81],scatter:[8,32,73],scenario:71,schdule:126,schedul:[39,43,47,126],scheduler_factor:6,scheme:[7,10,38,83],scienc:62,scope:[31,44,46,50,89,119],score:[7,8,22,23,71],scp:129,script:[14,73,98,114,125,126,129,137],sdk:138,search:[8,35,85,108],second:[8,22,30,44,52,54,56,58,70,71,77,78,80,85,87,112],secret:126,section:[32,47,54,79,116,126],see:[2,8,9,22,30,32,35,44,47,53,54,79,95,97,102,116,126],seed:[20,22,97,118,133],seem:[34,53,54],seen:[23,83],segment:[7,22,70,90],sel_fc:8,selcet:8,select:[8,22,71,126],selected_generation_scor:71,selected_id:[8,71],selected_indic:8,selected_row:[86,91],selected_rows_desc:[86,91],selected_scor:71,selectedrow:[60,91],selectiv:8,selector:127,self:[31,48,49,56,58,62,63,64,66,72,79,90,111,112],self_addr:44,selfnorm:8,semant:[14,30,71,84],semat:30,send:[35,40,44,45,47,61,73,81,87,126],send_back_parameter_typ:38,sendbackparameterspars:38,sendbackparametertyp:38,sendparameterrequest:38,sendparameterrespons:38,sens:[74,83,116],sensit:8,sent:[30,40,44,45,81,87,91,127],sentanc:95,sentenc:[2,8,14,54,70,71,90,105,108],sentence_input:90,sentence_last_state1:105,sentence_last_state2:105,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,22,26,40,45,55,74,82,83],seper:90,seq:[8,14,105],seq_len:90,seq_po:122,seq_pool:[8,104],seq_pos_arrai:122,seq_silc:8,seq_text_print:7,seq_typ:13,seqlastin:105,seqtext_evalu:7,seqtoseq:[8,97],seqtoseq_net:8,sequel:2,sequenc:[2,5,7,8,9,11,13,14,22,23,32,33,44,50,54,57,63,72,77,90,95,102,105,107,122],sequence_group:8,sequence_layer_group:105,sequence_nest_group:8,sequence_nest_layer_group:105,sequence_start_posit:122,sequencegen:105,sequencesoftmaxop:22,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,102],sequenti:[8,33,44],seri:[9,105],serial:[29,33,39,66,75,81],serializ:[81,91],serv:[45,53,81,90,126],server:[30,34,38,41,42,45,54,73,81,93,98,124,125,128,133,141],serverless:35,servic:[116,141],sess:[56,58,72],session:[58,72,78],set:[2,6,7,8,9,13,14,15,22,23,26,29,30,32,35,43,56,60,62,65,69,70,71,76,78,79,81,82,85,88,90,95,97,102,105,109,112,113,114,116,118,122,126,127],set_active_typ:111,set_attr:48,set_default_parameter_nam:6,set_drop_r:111,set_float_el:31,set_input:[8,48],set_output:48,set_siz:111,set_typ:[48,111],setdatatyp:86,setdefault:112,setp:126,setq:109,settotalbyteslimit:97,setup:[45,74,84,111,112,141],sever:[7,8,31,38,45,47,56,70,71,73,75,76,79,86,88,90,126],sexstant:141,sgd:[24,29,30,35,43,47,74,75,86,102,119,124,132],sgd_optim:119,shall:[32,34],shaoq:20,shape:[7,8,13,18,22,23,29,31,32,33,45,56,59,69,70,77,79,81,86,88,102,119],shard:[35,36,37,38,39,40,42,45,47,124,126],share:[8,22,34,56,68,75,79,81,83,88,90],shared_bia:9,shared_bias:8,shared_librari:34,shared_ptr:[65,67,68,85,88,113],shell:126,shift:[8,22],shorten:8,shorter:15,should:[6,7,8,13,15,18,20,22,24,26,27,29,30,31,32,33,40,43,45,48,49,53,54,55,56,60,61,65,69,70,71,72,74,75,76,77,80,81,82,83,86,87,89,90,91,107,112,114,126],should_be_fals:30,should_be_tru:30,should_shuffl:[2,105],show:[7,10,32,33,35,52,54,59,62,66,70,73,74,77,90,109,126],show_check_sparse_distribution_log:[132,133],show_layer_stat:[132,133],show_parameter_stats_period:[127,132,133,135],shown:[8,30,45,49,73,76,126],shrink_rnn_memori:22,shrunk:48,shuf:95,shuffl:[13,45,95],sid:126,side:[8,29,45,49,62,75],sig:126,sigint:125,sigmod:87,sigmod_op:87,sigmod_output:87,sigmoid:[8,23,33,87,90],sigmoidactiv:[9,105],sign:[51,66,126],signatur:126,similar:[8,22,33,44,45,47,50,54,71,74,76,80,81,83,88,89,90,116,126,141],similarli:[8,13,54,62],simpl:[5,7,8,9,13,14,24,29,44,47,53,57,58,62,70,74,77,83,85,87,90,128],simple_attent:108,simple_gru:108,simple_lstm:[8,96],simple_rnn:[8,108],simple_transform:15,simpler:75,simplest:126,simpli:[8,15,30,40,45],simplifi:[30,71,79,87],simul:[54,138],simultan:126,sinc:[8,9,35,39,41,42,45,46,54,60,62,65,69,74,79,80,82,83,90,126,141],singl:[7,9,13,22,32,35,45,47,49,53,61,73,81,85,116],singleton:[44,46],sinlg:29,sit:45,site:[34,116,117,126],situat:[32,78,89],size:[2,7,8,9,13,14,15,22,23,29,35,37,38,40,45,53,56,62,66,71,74,79,80,86,87,88,90,95,97,102,103,105,108,111,112,113,119,122],size_a:8,size_b:8,size_in_byt:65,size_t:[38,88,90,111],sizeof:[33,122],skip:[32,80,97,110,126],sleep:128,slice:[22,44],sliceproject:8,slide:[8,10,14,35],slight:54,slightli:56,slope:[8,22],slopeinterceptlay:8,slowli:116,small:[8,14,22,31,44,56,64,71],small_messag:[132,133],smaller:[22,31,35,53,71],smart:85,smooth:8,snap:127,snapdragon:53,snapshot:[36,42,126],snippet:[55,72,126],sock:43,sock_recv_buf_s:[132,133],sock_send_buf_s:[132,133],socket:128,soft:22,soft_label:22,softmax:[8,9,22,30,33,45,47,54,58,59,71,77,95,108,111],softmax_param:97,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:105,softmaxoutput:58,softrelu:22,softwar:[2,53,76,95,102,141],solid:56,solut:[73,141],solv:[30,32,62,81],some:[6,8,13,15,29,30,32,33,34,38,39,40,42,43,45,47,48,53,55,56,57,61,62,65,69,70,71,72,77,78,79,80,81,82,85,88,89,90,126,141],some_c_api_funct:68,some_inst:68,some_op:[60,70,90],some_python_class:67,somecppclass:67,somedata:29,somegotyp:67,someth:[32,38,79,116],sometim:[8,76,80],somewhat:40,somewher:85,soon:35,sort:[8,14,22,90,116,126,128],sort_by_length:90,sourc:[8,14,31,34,52,54,56,64,66,68,71,80,81,116,126],source_dict_dim:[71,108],source_dict_s:71,source_language_word:[71,108],space:[7,8,47,53,79,83],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,span:76,spars:[6,8,10,13,22,38,95,111,122,124,126,128,133,135],sparse_binary_vector:[2,13,95,102,122],sparse_binary_vector_sequ:[13,122],sparse_binary_vector_sub_sequ:122,sparse_float_vector:[2,13,102],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:38,sparse_upd:[6,38,95],sparse_value_slot:13,sparse_vector:[95,122],sparse_vector_sequ:122,sparse_vector_sub_sequ:122,sparseparam:111,sparseprefetchrowcpumatrix:111,spatial:8,spatial_scal:8,spec:[126,127,128],special:[8,22,32,40,45,53,60,69,71,72],specialvartypeinfer:60,specif:[2,22,23,29,32,34,35,45,48,52,71,81,85,88,95,102],specifi:[7,8,18,22,30,31,38,39,40,43,44,45,46,48,49,50,52,56,66,76,79,85,87,90,114,116,126],speech:8,speed:[8,9,53,66,73,74,141],speedup:76,sphinx:[67,114],split:[2,8,13,23,42,44,46,54,59,71,81,90,105,124,126],split_count:[124,126,128],spread:32,sqrt:20,sqrt_x:22,squar:[8,10,11,58],square_error_cost:[102,119],squash:110,srand:[122,133],src:[34,65,92,124,125,128],src_backward:108,src_dict:97,src_dict_path:97,src_embed:[71,108],src_forward:108,src_primitive_desc:65,src_root:4,src_word_id:[71,108],src_word_vec:71,sreializ:91,srl:14,ssd:8,ssh:[126,129],ssh_server:125,sstabl:30,stabil:[8,31,62],stabl:[84,126],stack:[22,50,81,90,126],stackexchang:8,stage:[34,41,46,54,56,62,65,91,110],stale:35,stamp:92,standalon:137,standard:[6,13,20,22,54,81,83,116],stanford:[14,31,127],star:34,start:[8,9,22,29,32,34,35,38,39,40,42,43,45,46,71,73,75,76,92,110,116,122,127,128,133],start_mpi_train:129,start_op_idx:32,start_paddl:128,start_pass:[132,133],start_po:8,start_pserv:[132,133],startpaddl:128,startup:[22,35,43,54,126],startup_program:[18,22,24],stat:[118,133],state:[8,9,18,22,24,33,35,49,50,70,71,76,85,90,96,107,127],state_act:[8,9,105],statem:62,statement:[54,57,62,126],statfulset:128,static_cast:[65,113],staticinput:[8,107,108],statist:[8,18,20,49,76],statset:118,statu:[43,71,110,118,126,127,128],status:127,std:[29,34,38,58,60,61,65,67,68,76,78,81,82,85,87,88,111,112,113,133],stdbuf:124,stderr:125,stdout:[13,125],step:[8,9,11,22,24,31,33,35,40,45,47,49,54,56,57,63,71,74,75,79,81,87,90,105,107,108,116,126,141],step_gradi:32,step_id:90,step_input:90,step_net:33,step_output:90,step_scop:81,stepnet:[33,70,81,85],stepout:105,still:[32,39,42,45,54,62,82],stirng:79,stmt1482205552000:126,stmt1482205746000:126,stochast:[10,35,39,42,74],stop:[8,79],stop_gradi:[22,79],storag:[51,53,126],store:[7,8,14,22,29,31,33,34,38,50,58,60,66,69,71,75,77,79,81,82,83,85,90,126],str:[15,18,22,29,32,43,90,128,135],straight:[77,80,86],straightforward:65,strategi:[11,35,79,133],stream:[13,45,65,76,88],stream_:88,streamid:26,street:8,strict:80,stride:[8,9,22,65,69],stride_h:22,stride_i:8,stride_w:22,stride_x:8,string:[2,7,8,13,15,22,26,29,32,33,39,52,58,61,66,76,77,78,79,81,82,85,86,87,91,111,112,126,133],strip:[97,105,116],struct:[39,40,51,53,60,61,68,69,76,82,87,89,97],structur:[32,33,39,54,56,66,71,77,79,81,86,126],sts:126,stuff:110,stun:2,style:[8,81,87],sub:[7,8,13,22,30,32,42,44,47,56,62,70,73,75,79],sub_block:32,sub_nest_seq:8,sub_sequ:[2,8,102],subclass:[24,79],subcommand:52,subgradi:10,subgraph:[47,56],submiss:45,submit:[65,81,126],subnet0:126,subnet:[30,126],subobjectpath:127,subscript:22,subseq:[104,107],subsequ:[8,73],subsequenceinput:[8,105],subset:22,succ:62,succeed:[39,127],success:[8,40,126,127],successfulcr:127,sucess:62,sucessor:62,sudo:[109,126],suffer:31,suffix:[18,43,124],suggest:[8,34],suit:141,suitabl:86,sum:[8,10,23,32,33,36,46,60,79],sum_op:32,sum_x:22,sume:22,summar:[56,76],summari:76,summat:22,sumopgradmak:82,sumpool:95,sun:20,supercomput:62,suppli:[22,86],support:[6,7,8,10,11,13,15,22,23,31,33,35,42,43,44,45,47,54,55,56,62,65,66,69,71,74,75,76,78,80,81,82,83,86,89,101,105,126,141],support_inplac:62,suppos:[9,22,23,34,44,55,86,122],suppress:[8,52],sure:[22,116,126],surpass:[8,20],sutibal:88,svs:87,swagger:51,swig:[41,67,68,98],swig_paddl:4,switchop:33,sychron:73,symbol:[8,33,58,68],symbols_ready_:33,symbolt:[33,81],symlink:110,sync:[35,74,83],sync_with_cpp:[116,117],syncflag:111,synchron:[35,39,65,73,76,126],syntax:[44,50,54,71,80],sysroot:137,system:[33,34,35,40,42,45,47,51,55,56,62,64,95,116],t_max:22,t_min:22,tabl:[7,8,22,33,44,54,60,66,86,91],tablelookup:86,tablelookupgrad:86,tablelookupop:86,tableproject:8,tag:[7,14,84,92,99,110,124],tagtyp:7,tail:71,tainer_id:128,take:[2,7,8,9,13,22,29,30,32,33,34,35,42,44,45,48,50,53,56,57,59,60,62,65,69,74,77,78,79,80,81,82,88,89,90,116,126],taken:[8,48,58,62,69,90],talk:40,tangl:116,tanh:[8,9,56,71,108,111],tanhactiv:[9,105],tanhshrink:22,tar:[15,29,92,102,123,126],tarbal:126,target:[8,14,22,24,29,32,33,34,48,50,56,58,72,78,81],target_block:[32,48],target_dict_dim:108,target_dict_s:71,target_dictionary_dim:8,target_language_embed:8,target_language_word:108,target_link_librari:34,target_word:71,targetinlink:[8,105],task:[7,8,45,66,71,76,87,123],task_queu:39,taskentri:39,taskqueu:39,tbd:[41,65,105],tcp:[126,133],tear:118,technic:[32,35],techniqu:[62,116],technolog:54,tee:127,tell:[35,39,40,71,87],templat:[55,65,87,88,112,113,127,128,141],tempor:8,temporari:[18,32,43,50,62,74,79],tempori:62,tensor:[22,23,31,34,44,46,47,53,54,56,58,60,61,65,66,69,70,71,86,90,91,112,119],tensor_arrai:44,tensor_array_read:90,tensor_array_s:90,tensor_array_stack:90,tensor_array_unstack:90,tensor_array_writ:90,tensor_data:66,tensor_in:89,tensor_s:31,tensor_test:34,tensor_to_check:31,tensorarrai:46,tensorarraydesc:90,tensordesc:[66,86],tensorflow:[33,44,45,47,54,56,59,83,90],term:[8,9,22,35,82,83],termin:127,terminolog:62,tessorarrai:90,test100:14,test10:14,test1:37,test:[1,2,8,13,14,15,29,30,31,34,58,68,74,80,84,103,110,111,112,113,118,119,122,124,129,133,135],test_:112,test_all_data_in_one_period:127,test_check_grad_ingore_i:112,test_check_grad_ingore_x:112,test_check_grad_norm:112,test_check_output:112,test_compar:92,test_comparespars:92,test_comparetwonet:92,test_comparetwoopt:92,test_config_pars:92,test_data:4,test_data_dir:124,test_fcgrad:111,test_gpuprofil:118,test_layergrad:111,test_list:[2,97],test_mkldnn:64,test_mklpack:63,test_mul_op:[98,112],test_networkcompar:92,test_pass:[132,133,135],test_period:[132,133,135],test_predict:92,test_pydataprovid:92,test_pydataprovider2:92,test_pydataproviderwrapp:92,test_recurrent_machine_gener:92,test_recurrentgradientmachin:[92,105],test_swig_api:92,test_train:92,test_traineronepass:92,test_wait:[132,133],testa:30,testb:30,testbilinearfwdbwd:118,testconfig:111,testfcgrad:111,testfclay:111,testlayergrad:111,testmulop:112,testq:30,testresult:29,testutil:111,text1:52,text:[2,7,9,13,22,30,66,70,76,126],text_fil:13,tflop:118,tftp:141,tgz:[14,92,101],than:[6,7,8,9,22,32,35,43,44,48,54,55,56,79,81,83,90,97,122,126,141],the_step:54,theano:54,thei:[8,18,20,22,27,30,32,34,35,40,42,44,47,48,52,54,56,57,61,62,71,72,76,79,81,87,90,91,118,126],them:[7,8,9,15,22,30,31,32,34,35,38,43,47,48,54,55,60,61,62,71,79,80,81,82,85,86,87,89,90,91,118,126],themselv:[32,34],theori:54,therefor:[32,62,74],therein:[8,33],theta:56,theta_d:56,theta_g:56,thi:[2,6,7,8,9,10,13,14,15,18,20,21,22,23,24,26,27,29,30,31,32,33,34,35,38,39,40,41,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,61,62,65,69,70,71,72,73,74,75,76,77,79,80,81,82,83,86,87,88,89,90,95,101,102,116,118,119,122,126,141],thin:60,thing:[2,45,56,81,88],think:[30,34],third:[8,35,58,116,122],third_parti:[8,64,92,120,137,138,139],those:[8,33,34,35,55,57,58,59,77],though:[90,141],thought:34,thread:[44,46,76,116,118],thread_count:46,thread_id:76,thread_id_:76,thread_local_rand_use_global_se:[132,133],thread_pool:46,threadblocks:26,threadid:135,threadloc:118,threadpool:44,three:[7,8,22,31,32,35,49,53,54,57,65,71,72,75,76,77,80,88],threshold:[6,7,8,22,35,39,48,133],thresholdedrelu:22,through:[8,23,32,34,35,39,41,49,62,72,74,114,119],throughout:50,throughput:118,thrust:81,thu:[8,22,42,49,58,62,126],tier:127,time:[8,9,11,13,22,29,30,31,34,35,39,42,45,47,48,54,55,60,62,63,69,70,71,73,76,79,80,81,82,86,87,90,91,105,116,117,118,122,127,128,133,141],timelin:[8,76,81],timeo:126,timeout:[35,39],timeout_sec:13,timer:118,timestamp:[8,36],timestep:[8,85],titan:62,titl:[14,128],tls:51,tmp:[2,79],to_chw:15,to_no_sequ:[8,104],to_sequ:[8,104,105],to_tar:29,to_your_paddle_clone_path:114,todo:[7,13,14,33,35,39,42,71,87],toend:8,togeth:[8,9,13,29,32,90],token:[7,8,30,108],toler:[29,31],too:[14,31,44,48,65,89,90],took:141,tool:[76,114,116,126,128,137,139],toolchain:[116,137],top:[7,22,29,70,71],top_k:[7,22,71],top_level_rnn:70,topic:65,topk_generated_scor:71,topk_id:71,topk_indic:22,topk_out:22,topk_scor:71,toplevel:109,topolog:[30,35,45,58,62,66,75],topoloi:58,topolopi:29,torch:[33,54],toronto:14,tostr:97,total:[22,29,35,47,49,73,76,80,116,118,127,141],total_pass:80,tottim:[116,117],touch:92,trace:[33,56],track:[35,39,58,79,110],tractabl:8,tradit:[8,33,53],traffic:45,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,32,33,37,39,40,42,44,48,49,50,54,56,57,62,63,66,73,74,75,76,77,78,79,81,83,86,88,91,93,95,99,102,108,124,125,127,128,129,130,131,133,135],train_arg:128,train_args_dict:128,train_args_list:128,train_config_dir:[126,128],train_data:124,train_data_dir:124,train_i:102,train_id:126,train_list:[2,97,124],train_loop:54,train_read:[45,102],train_x:102,trainabl:[8,66,79],trainer:[2,4,30,36,37,38,39,41,45,47,54,63,64,74,75,81,102,111,124,128,133,135],trainer_config:[1,2,4,123,126,127,128],trainer_config_help:[2,111],trainer_count:[95,103,124,126,127,128,132,133,135],trainer_cpu:43,trainer_cr:43,trainer_gpu:43,trainer_id:[124,126,128,133],trainer_intern:38,trainer_mem:43,trainer_packag:43,trainer_prog:45,trainerconfighelp:97,trainerid:[42,128],trainingjob:45,trainonebatch:38,tran:[65,111],trans_var:89,transact:[35,39],transfer:[62,76],transform:[8,9,15,22,81],transform_param_attr:9,transformed_st:9,translat:[8,9,54,62,95],translation_id:71,translation_scor:71,transpar:71,transpil:[44,54],transpos:[8,15],transpose_i:22,transpose_x:22,transposedfullmatrixproject:8,travel:2,travers:[32,57,62],travi:110,treat:[8,22,33,40,62],treatment:[40,53],tree:[8,33,44,50,54,79,119,128,139],trg_dic_siz:71,trg_embed:[71,108],trick:71,tricki:67,trigger:[42,75],trim:8,trivial:[71,90],true_block:[33,59,77],true_imag:80,true_label:80,true_neg:49,true_posit:49,true_read:80,truth:[7,8,22],tune:[6,116,117,132],tupl:[8,9,13,14,15,18,22,23,29,32,79,80],ture:8,turn:[8,22,79,80,107],tutori:[116,126,128,129,130,131],twice:[47,56],twine:84,two:[7,8,9,22,23,30,32,40,41,42,43,44,45,49,52,53,54,56,57,60,62,66,69,71,74,76,77,80,81,82,83,85,86,87,89,90,91,112,113,118,126],txt:[2,34,43,52,63,64,111,114,124,126,129],type:[2,7,8,9,11,13,14,18,22,30,32,33,35,38,39,42,43,45,51,52,53,60,61,65,66,67,68,70,71,77,78,79,80,81,82,83,86,87,88,89,91,102,103,105,108,111,112,113,122,126,127,135],type_nam:87,typedef:[40,53,67,68,69,88],typeerror:48,typeid:87,typenam:[55,87,88,112,113],typic:[7,45],ubuntu:[84,101,103,116],ubyt:80,uci:14,uci_h:103,ufldl:[8,22],uid:127,uint16_t:53,uint32:[51,66],uint32_t:76,uint64:[66,67],uint64_t:[67,122],unawar:40,unbound:62,unclear:42,uncreat:32,under:[2,34,39,47,73,89,95,102,126],underli:[22,71],understand:[20,54,79,116,141],understand_senti:108,undeterminist:118,unidirect:8,unifi:[50,58,86],uniform:[6,8,13,20,37,56,79,80],uniform_random:79,uniniti:32,uninstal:[92,98],uniqu:[30,33,35,42,43,65,69,79,85,126],unique_nam:79,unique_name_gener:79,unique_ptr:[82,85,88,111],unit:[8,9,22,23,34,74,76,83,88],unittest:[68,92,112],unk:[86,91],unknown:[8,22],unless:[2,22,95,102],unlik:[8,22,71],unnecessari:32,unordered_map:85,unpack:90,unrol:70,unseen:83,unseg:8,unsign:[40,53],unstack:90,unstack_from:90,unsupervis:56,unsupport:112,until:[35,40,46,47,54,62,85,126,128],untrack:110,unzip:137,updat:[6,8,10,22,24,32,35,39,40,45,51,53,56,70,71,72,73,74,75,85,90,110,116,117,135],update_equ:[29,102],update_hook:6,update_memori:33,update_op:72,updatecallback:111,updatestack:126,upgrad:[73,92,101],upload:[35,43,51,84],upon:35,upper:8,upstream:[92,110],uri:126,url:[13,14],usag:[7,8,9,15,29,53,59,62,75,79,124,125,128],use:[2,6,7,8,9,11,13,14,15,20,22,24,27,29,30,31,33,34,35,41,45,46,47,50,53,56,58,60,61,62,65,69,71,72,73,75,76,79,85,86,87,89,90,91,95,102,110,112,116,118,122,124,126,128],use_cpu:61,use_cudnn:[22,23,61],use_eigen_bla:137,use_eigen_for_bla:[137,138],use_etcd:29,use_global_stat:8,use_gpu:[4,95,102,103,124,127,128,132,133,135],use_mkl_pack:63,use_mkldnn:[8,61,64],use_nesterov:24,use_old_updat:[38,132,133],use_peephol:22,use_sparse_remote_updat:38,used:[2,7,8,9,10,11,13,14,15,20,22,26,29,30,31,33,34,35,41,42,45,48,50,53,54,56,58,62,70,71,74,75,76,79,80,81,83,85,87,88,89,90,116,118,126],useful:[8,9,31,53,62,79,85,89],usegpu:[111,122],user:[6,8,9,13,14,15,18,20,22,24,26,27,29,30,31,32,33,34,37,39,42,43,44,45,46,47,48,49,50,52,55,56,57,58,60,61,65,69,71,72,73,74,76,79,80,81,82,83,85,87,88,89,90,116,126,141],user_id:128,user_info:14,user_nam:37,usercert:37,userinfo:14,userkei:37,usernam:[37,110,137],uses:[8,35,42,44,45,53,62,69,70,71,75,76,88,89,126],using:[6,8,9,13,22,29,30,32,33,34,35,39,40,42,43,45,50,52,53,54,55,56,58,60,62,70,72,74,77,79,80,82,83,85,87,88,103,112,126],usr:[92,98,99,124,126,128,133],usual:[8,22,29,32,43,62,69,76,77,83,88,116,118,126],util:[45,63,64,73,118,123,128,141],uuid:[36,42],v7a:137,v8a:137,val:32,valgrind:117,valid:[8,15,22,80,81,85,126],valu:[2,4,6,7,8,11,13,14,15,20,22,23,26,29,31,32,33,35,44,48,49,58,59,62,64,66,70,71,72,74,75,77,81,85,86,87,90,91,95,111,122,126,128,135,137],value1:133,value2:133,value_:86,value_evalu:7,value_rang:13,valueerror:[22,58,95],values_:90,vanilla:108,var_nam:[32,89],var_recurs:48,varabl:47,vardesc:[33,57,77,79,81,86],vardescbuild:33,vari:126,variabl:[10,13,14,18,20,21,22,23,24,30,31,33,44,45,47,48,49,50,56,57,58,59,60,69,70,71,72,74,77,78,82,83,86,87,89,90,116,119,126,127],variablenamemap:112,varialbl:56,varianc:8,variant:[8,60,69,88,90],varibal:32,varibl:58,varienc:90,varient:90,variou:[33,53,62,83],varproto:87,vars_:[33,85],vartyp:[22,86,91],vartypeinfer:60,vec1:8,vec2:8,vec:97,veclib:138,vecter:22,vector:[8,9,13,14,22,30,33,38,40,58,59,65,70,71,76,79,81,82,86,90,120,122],veloc:24,vendor:34,verb:14,verbos:52,veri:[8,11,34,39,44,47,50,54,55,56,62,65,71,75,80,83,85,88,90,116],verifi:33,version:[2,8,9,32,34,43,45,48,52,54,56,58,59,66,71,84,95,102,110,116,118,124,126,132,133,138],versu:30,vertic:8,vgg:[9,23],via:[22,32,35,69,110,126,141],view:[8,66,69],vim:99,virtual:[48,60,61,82,88],virtualenv:109,visibl:[42,85],visit:[29,32],visual:[8,71],vlog:38,volum:[114,127,128],volumemount:[126,127,128],volumn:126,vutbr:14,w_f:22,wai:[7,9,22,30,32,40,42,50,54,61,62,71,74,79,80,83,90],wait:[35,40,46,128],wangkuiyi:34,want:[2,8,30,43,44,49,56,61,69,74,76,78,80,83,85,88,89,90,116],warn:[29,52,92,97,128],warp:8,warpctc:8,warranti:[2,95,102],wast:73,watch:35,wbia:126,weav:54,web:116,weight:[7,8,9,10,20,22,23,27,63,66,83,111],weight_act:9,weightlist:111,weights_:111,weights_primitive_desc:65,weights_t:111,welcom:34,well:[22,32,43,45,54,55,56,83,86,126],were:[7,34,54],west:126,wget:[92,137],wgt:65,what:[6,8,34,54,56,71,79,87,89,110,116,141],wheel:101,when:[2,6,7,8,10,13,18,22,29,31,32,33,34,35,38,39,40,43,44,45,47,48,49,50,52,53,54,58,71,73,74,75,76,77,79,81,88,90,116,118,126,141],whenev:79,where:[8,9,10,20,22,23,30,32,33,35,42,44,45,54,57,69,70,71,74,77,81,83,88,90,116,119],wherea:[22,33,39,55,59,88,91],whether:[7,8,15,21,22,29,31,32,33,50,76,80,86,90,122],which:[6,7,8,9,13,14,15,22,23,29,30,31,32,33,34,35,37,39,40,42,43,44,45,46,48,50,53,54,55,56,58,60,62,65,66,69,70,71,72,73,75,77,78,79,80,81,82,85,86,87,89,90,91,102,116,117,126,141],while_grad:62,while_loop:[71,90],while_op:32,whileloop:90,whileop:33,whl:[98,101],who:[32,55,57,73,79],whoever:40,whole:[2,7,13,32,56,59,62,67,68,70,73,78,87,120,126,141],whose:[8,13,22,31,32,35,42,48,70,81,82,87,90],why:[9,31,68,118],wide:[34,48,56,125,129],width:[7,8,13,15,22,38,67,80,97,111,112,122],wiki:[8,34],wikipedia:[8,14],wilder:2,window:[8,11,14,74,109],wirt:58,wise:[8,15,22,47,81],with_avx:[98,110,124,137,138],with_bia:87,with_c_api:[98,120,137,138,139],with_doc:98,with_doubl:[98,111,124],with_dso:98,with_golang:[98,120,137],with_gpu:[98,109,110,120,124,137,138],with_mkl:[63,64,98,120,137],with_mkldnn:64,with_mklml:64,with_profil:118,with_python:[98,120,124,137,138],with_rdma:[124,137,138],with_style_check:[98,110],with_swig_pi:[98,120,137,138],with_test:[98,110,112],with_tim:[118,124],within:[8,39,45,54],without:[2,7,8,24,32,35,40,76,79,80,81,95,102,116],wloop:90,wmt14:108,wmt_shrinked_data:14,won:105,wonder:2,word2vec:[43,95,124,125],word:[2,7,8,14,32,47,57,60,62,70,71,81,87,90,95,105,107],word_dict:[105,124,129],word_dim:[97,105],word_id:[2,95],word_idx:14,word_vector_dim:[8,71,108],words_freq_sort:14,work:[8,13,22,30,33,34,35,45,50,53,54,61,72,74,76,79,99,105,110,114,116,126,127,128,141],worker:[47,91,126],workercount:126,workflow:[81,126],workspac:[124,125],worth:119,would:[29,33,34,35,42,45,46,47,54,55,56,57,65,72,74,75,79,80,86,90,116,126,141],wouldn:[54,57],wrap:[54,55,56,73,141],wrapper:[9,34,55,73,74,82,90,118],write:[2,13,22,30,35,42,44,45,47,53,54,55,58,60,65,72,74,79,80,81,82,88,90,95,97,102,126],write_lock:36,write_to_arrai:62,writer:[30,79],written:[22,26,32,33,44,50,56,66,74,81,82,86,116],wrong:80,wrote:[47,58],wsize:126,www:[2,14,22,95,102],x64:139,x86:[137,138],x86_64:[137,138],x_first_step:22,x_last_step:22,x_neg:31,x_num_col_dim:22,x_po:31,x_reshap:22,x_t:22,x_t_data:22,xarg:[7,92,99,111,129],xavier:20,xavieriniti:22,xcode:138,xcodebuild:138,xgbe0:133,xgbe1:133,xiangyu:20,xmap_read:13,xpu:54,xrang:[31,54,56,76,80,102,103,111],xx_layer:61,xxx:[30,90],xxxx:36,xxxxxxxxx:126,xxxxxxxxxx:126,xxxxxxxxxxxxx:126,xxxxxxxxxxxxxxxxxxx:126,y_dim:56,y_neg:31,y_num_col_dim:22,y_po:31,y_predict:[22,102,103,119],yaml:[34,125,126,127,128,129,141],yancey1989:43,yann:14,yapf:110,year:54,yeild:29,yep:[76,116,117],yet:[54,141],yield:[2,13,30,37,80,95,102,105],yoshua:20,you:[2,6,8,9,13,23,29,31,43,45,53,85,95,102,116,126,141],your:[8,13,29,30,34,38,43,52,81,92,126,137,138,139,141],your_access_key_id:126,your_param_nam:97,your_repo:128,your_secrete_access_kei:126,your_source_root:68,yuang:54,yuyang18:[13,14],yuyang:[116,117],z_dim:56,z_size:56,zero:[6,8,9,10,13,14,18,31,32,35,56,71,75,79,86,126,133],zhang:20,zip:[14,79,128,137],zlib:120,zone:126,zxf:92,zxvf:126},titles:["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","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","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","Alalysis of large model distributed training in Paddle","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","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\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","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u7f16\u8bd1 PaddlePaddle \u9884\u6d4b\u5e93","PaddlePaddle C-API","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API \u4f7f\u7528\u6d41\u7a0b","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":128,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0b\u8f7d\u6570\u636e":127,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":92,"\u4e0d\u4f7f\u7528":67,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":67,"\u4e0d\u540c\u7684":96,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":67,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":67,"\u4e24\u79cd\u4f7f\u7528":96,"\u4e3a\u4ec0\u4e48\u8981":109,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":118,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":118,"\u4ec5\u4ec5\u4f7f\u7528void":67,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4ece\u6e90\u7801\u7f16\u8bd1":98,"\u4ee3\u7801\u8981\u6c42":110,"\u4f7f\u7528":[110,127],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":124,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":67,"\u4f7f\u7528\u6848\u4f8b":135,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":135,"\u4f7f\u7528\u6d41\u7a0b":123,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":128,"\u4f7f\u7528\u8bf4\u660e":115,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":99,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":99,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":99,"\u4f7f\u7528docker\u6784\u5efa":114,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":125,"\u4f7f\u7528paddlepaddl":114,"\u4f7f\u7528pip\u5b89\u88c5":101,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":110,"\u4fee\u6539\u542f\u52a8\u811a\u672c":127,"\u4fee\u6539\u6587\u6863":114,"\u514b\u9686":110,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":68,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":68,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":118,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":111,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":125,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[137,138],"\u51c6\u5907\u6570\u636e\u96c6":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":128,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":124,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":123,"\u51c6\u5907openmpi\u96c6\u7fa4":129,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":95,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":95,"\u51fa\u73b0":96,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"\u5206\u652f\u89c4\u8303":84,"\u521b\u5efa\u672c\u5730\u5206\u652f":110,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":123,"\u521b\u5efajob":128,"\u521b\u5efapaddlepaddl":127,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":123,"\u5220\u9664\u672c\u5730\u5206\u652f":110,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":110,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":95,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":110,"\u5236\u4f5c\u955c\u50cf":128,"\u5236\u4f5cdocker\u955c\u50cf":127,"\u524d\u5411\u8ba1\u7b97":123,"\u524d\u5411operator\u5355\u6d4b":112,"\u52a0\u8f7d\u6a21\u578b":123,"\u52a0\u8f7dpaddlepaddl":102,"\u52a0\u901f\u6267\u884c":36,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":67,"\u52a8\u6001\u6269\u5bb9":36,"\u5355\u5143\u6d4b\u8bd5":133,"\u5355\u53cc\u5c42rnn":105,"\u539f\u56e0":67,"\u539f\u56e0\u5217\u8868":67,"\u53c2\u6570\u5185\u5b58":95,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":133,"\u53c2\u6570\u6982\u8ff0":132,"\u53c2\u6570\u8bbe\u7f6e":97,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":51,"\u53c2\u8003\u8d44\u6599":118,"\u53cc\u5c42rnn":105,"\u53cc\u5c42rnn\u4ecb\u7ecd":107,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":107,"\u53cd\u5411operator\u5355\u6d4b":112,"\u53d1\u5e03docker\u955c\u50cf":84,"\u53d1\u5e03wheel\u5305\u5230pypi":84,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":109,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":101,"\u540d\u8bcd\u89e3\u91ca":51,"\u5411\u91cf":133,"\u542f\u52a8\u4efb\u52a1":128,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":124,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":124,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":124,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[125,129],"\u5440":109,"\u548c":104,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":135,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":124,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":99,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":129,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":113,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[102,122],"\u57fa\u672c\u539f\u7406":107,"\u57fa\u672c\u8981\u6c42":67,"\u5982\u4f55\u4e66\u5199\u6587\u6863":114,"\u5982\u4f55\u4f7f\u7528":96,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":97,"\u5982\u4f55\u5199\u65b0\u7684oper":112,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":95,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":97,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":97,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":97,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":95,"\u5982\u4f55\u66f4\u65b0www":114,"\u5982\u4f55\u6784\u5efa\u6587\u6863":114,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":97,"\u5982\u4f55\u8c03\u7528":95,"\u5982\u4f55\u8d21\u732e":114,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":110,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":97,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":105,"\u5b50\u5e8f\u5217\u95f4\u6709memori":105,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":97,"\u5b89\u88c5":101,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":100,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"\u5b89\u88c5\u6d41\u7a0b":100,"\u5b9a\u4e49operator\u7c7b":112,"\u5b9a\u4e49opkernel\u7c7b":112,"\u5b9a\u4e49protomaker\u7c7b":112,"\u5b9e\u73b0":67,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":112,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":111,"\u5b9e\u73b0\u65b9\u5f0f":68,"\u5b9e\u73b0\u8ba1\u7b97":113,"\u5b9e\u73b0c":[111,112],"\u5b9e\u73b0python\u5c01\u88c5":111,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":117,"\u5bfc\u51fac":67,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":135,"\u5c0f\u7ed3":2,"\u5de5\u5177":118,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":101,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":100,"\u5e76\u5b8c\u6210":110,"\u5efa\u7acb":110,"\u5f00\u53d1\u6807\u51c6":115,"\u5f00\u59cb\u5f00\u53d1":110,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":133,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u5feb\u901f\u5b89\u88c5":103,"\u5feb\u901f\u5f00\u59cb":103,"\u6027\u80fd\u4f18\u5316":115,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":118,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":118,"\u6027\u80fd\u8c03\u4f18":133,"\u603b\u4f53\u6d41\u7a0b":109,"\u603b\u7ed3":122,"\u6216\u8005\u662f":92,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":98,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":92,"\u62a5importerror":92,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":67,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":95,"\u63a8\u5bfc\u65b9\u7a0b":111,"\u63a8\u6d4b\u6267\u884c":36,"\u63d0\u4ea4":110,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":110,"\u63d0\u4ea4\u955c\u50cf":127,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":102,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":104,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6570\u636e\u652f\u6301":133,"\u6574\u4f53\u65b9\u6848":128,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u6587\u6863":136,"\u65b0\u624b\u5165\u95e8":103,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":93,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":105,"\u65f6\u95f4\u6b65":105,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":68,"\u672c\u5730\u6d4b\u8bd5":135,"\u672c\u5730\u8bad\u7ec3":135,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":95,"\u672f\u8bed":36,"\u6784\u5efa\u548c\u6d4b\u8bd5":110,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":137,"\u67b6\u6784\u56fe":51,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":127,"\u67e5\u770b\u8f93\u51fa":128,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":51,"\u6848\u4f8b\u4e00":135,"\u6848\u4f8b\u4e8c":135,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":125,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":125,"\u6982\u5ff5\u7b80\u4ecb":112,"\u6982\u5ff5\u89e3\u91ca":37,"\u6982\u8ff0":[104,107,120,124],"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":68,"\u6a21\u578b\u914d\u7f6e":[96,105,115],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":105,"\u6ce8\u518coper":112,"\u6ce8\u610f\u4e8b\u9879":[2,112,123],"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u6d4b\u8bd5":133,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"\u6e05\u7406":123,"\u73af\u5883\u51c6\u5907":124,"\u751f\u6210\u5e8f\u5217":108,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":109,"\u7684\u533a\u522b":96,"\u7684\u53c2\u6570":96,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":96,"\u76ee\u5f55\u7ed3\u6784":68,"\u76ee\u6807":51,"\u76f4\u63a5\u6784\u5efa":114,"\u76f8\u5173\u6982\u5ff5":107,"\u77e9\u9635":133,"\u793a\u4f8b1":105,"\u793a\u4f8b2":105,"\u793a\u4f8b3":105,"\u793a\u4f8b4":105,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":95,"\u7a00\u758f\u8bad\u7ec3":135,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":122,"\u7b26\u53f7":67,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u7c7b":[67,111,112],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":102,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":122,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[122,123],"\u7ec6\u8282\u63cf\u8ff0":133,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":125,"\u7ed1\u5b9apython":112,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":123,"\u7f16\u5199yaml\u6587\u4ef6":127,"\u7f16\u8bd1":[112,120],"\u7f16\u8bd1\u4f9d\u8d56":98,"\u7f16\u8bd1\u548c\u5b89\u88c5":[137,138,139],"\u7f16\u8bd1\u548c\u6267\u884c":112,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":92,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":92,"\u7f16\u8bd1\u65b9\u6cd5":98,"\u7f16\u8bd1\u6d41\u7a0b":100,"\u7f16\u8bd1\u9009\u9879":[68,98],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":98,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":98,"\u7f16\u8bd1paddlepaddl":137,"\u7f29\u5bb9":36,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":67,"\u80cc\u666f":67,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":133,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":99,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3":133,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":95,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8bad\u7ec3\u6a21\u578b":102,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":95,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":134,"\u8bcd\u6c47\u8868":105,"\u8be6\u7ec6\u6559\u7a0b":118,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":105,"\u8f6c\u6362\u5e93":37,"\u8f93\u5165":[107,122],"\u8f93\u5165\u4e0d\u7b49\u957f":105,"\u8f93\u5165\u793a\u4f8b":107,"\u8f93\u51fa":107,"\u8f93\u51fa\u6570\u636e":122,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":122,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":122,"\u8fd0\u884c\u5bb9\u5668":127,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":101,"\u8fd0\u884cdocker":92,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":67,"\u8fdb\u884c\u8bad\u7ec3":[37,127],"\u8fdb\u9636\u6307\u5357":115,"\u901a\u7528":133,"\u9047\u5230":92,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[137,138,139],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u914d\u7f6e\u7f51\u7edc":102,"\u94a9\u5b50":110,"\u94fe\u63a5\u8bf4\u660e":120,"\u9519\u8bef\u600e\u4e48\u529e":96,"\u968f\u673a\u6570":133,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":93,"\u96c6\u7fa4\u8bad\u7ec3":135,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":93,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":109,"\u975e\u6cd5\u6307\u4ee4":92,"\u9884\u6d4b\u5e93":120,"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[45,46,47,73,141],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":105,"api\u5e93":137,"beam_search\u7684\u751f\u6210":105,"book\u4e2d\u6240\u6709\u7ae0\u8282":84,"book\u6559\u7a0b":99,"case":32,"class":[56,75,79],"cmake\u6e90\u7801\u7f16\u8bd1":92,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":61,"float":95,"function":[34,55,56,79],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":135,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":118,"gpu\u955c\u50cf\u51fa\u73b0":92,"group\u6559\u7a0b":107,"import":92,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":138,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"kubernetes\u5355\u673a\u8bad\u7ec3":127,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":88,"org\u5de5\u5177":114,"paddle\u52a8\u6001\u5e93\u4e2d":67,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":67,"paddle\u7248\u672c\u53f7\u4e3a0":92,"paddlepaddle\u53d1\u884c\u89c4\u8303":84,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":84,"paddlepaddle\u73af\u5883\u4f9d\u8d56":101,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":98,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":139,"pod\u95f4\u901a\u4fe1":128,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":117,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":92,"return":[79,80],"rnn\u76f8\u5173\u6a21\u578b":106,"rnn\u914d\u7f6e":108,"switch":[65,88],"tensor\u4f7f\u7528\u6837\u4f8b":113,"tensor\u5230eigentensor\u7684\u8f6c\u6362":113,"tensor\u6a21\u5757":113,AWS:126,Abs:5,DNS:126,EFS:126,For:34,KMS:126,The:[33,40,44,50,54,56,57,59,60,69,72,75,81,82],Use:[33,77],Using:[34,40],With:43,about:56,abs:22,absolut:71,access:126,account:126,accuraci:22,action:[63,64],activ:[5,8,64],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[62,65,126],address:126,addto:8,advanc:88,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,70,78],all:[85,90],analog:44,analysi:[45,62],anneal:97,api:[0,3,45,63,64,68,72,74,79,83,87,121,123],appendix:141,applic:3,arbitrari:54,architectur:[45,76],argument:[52,80],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:126,assign:22,associ:[85,126],assumpt:141,async:133,attent:108,attribut:[6,62,83],auc:7,auto:31,averag:74,avg:11,aws:126,backgraound:31,background:[47,63,88,89,90,91],backward:[32,54,57,81],base:[43,71],basepool:11,basic:[62,88,141],batch:80,batch_norm:[8,22],batch_siz:80,beam:71,beam_search:8,beam_search_decod:22,becaus:97,benchmark:[63,64],benefit:[47,81],between:[30,79,81,87,88],bidirectional_gru:9,bidirectional_lstm:9,big:97,bilinear_interp:8,binari:33,bla:98,block:[33,56,57,77,79,81],block_expand:8,blockdesc:77,bootstrap:141,bottleneck:116,brelu:[5,22],bring:141,bucket:126,build:[32,56,81],cach:2,can:85,capi:68,capi_priv:68,cast:22,ceil:22,challeng:[32,47,78],chang:71,check:[8,31],checker:31,checkpoint:[35,36,42],choic:61,choos:[34,126],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],clone:110,close:31,cloudform:126,cluster:[41,126,141],cmake:[34,63,64],code:[43,79,116,119],column_sum:7,commit:110,compar:141,comparis:79,compat:54,compil:[33,53,54,77,81,119],complet:54,compos:80,comput:[33,57,65,81,83],con:141,concat:[8,22],concept:[79,81,126],concern:64,conclus:[42,58,141],concurr:44,condit:56,config:3,configur:[28,126],conll05:14,connect:8,constantiniti:20,construct:57,content:[2,63,64,68,92,93,95,96,97,104,118,126],context_project:8,control:[62,81],contruct:62,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,79,126],corner:32,cos_sim:[8,22],cost:8,cpu:46,creat:[32,80,81,85,126],create_arrai:22,creation:[39,74,83],creator:80,credenti:126,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[53,92,98],cudnn:98,cudnnavg:11,cudnnmax:11,current:[53,82],custom:80,data:[8,12,13,22,35,45,80,89,126],datafeed:[13,17],dataflow:62,dataprovid:[3,133],dataset:[12,14,35,39],datatyp:[13,69],decayedadagrad:10,decayedadagradoptim:24,decod:71,decor:80,deep:[33,54],defin:126,definit:91,delet:126,demo:[56,126],dens:42,depend:56,deploi:43,describ:[54,72],descript:[52,81],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,55,56,57,60,63,64,65,66,69,70,71,72,73,75,77,79,80,81,82,85,86,88,90],destroi:[85,126],detail:38,detect:[7,8],detection_map:7,detection_output:8,develop:81,devic:88,devicecontext:88,dictionari:80,differ:[81,88],directori:126,discrimin:56,discuss:[47,56],dispatch:[35,39],distribut:[30,35,38,43,45,47,126],dnn:64,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,55,57,60,63,64,65,66,69,73,75,77,79,80,81,82,86,88],docker:[43,109],doe:80,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:126,download:126,driver:92,drop_out:96,dropout:[8,22],duplic:96,dure:[71,80],dylib:68,dynam:[35,90],dynamic_lstm:22,dynet:58,ec2:126,eigen:113,elast:126,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:56,enough:31,entri:80,environ:43,eos:8,error:48,evalu:[7,18,49],event:[29,30,76],evolut:54,examin:116,exampl:[30,34,44,59,68],except:95,execut:[33,46,54,77,81],executor:[19,50],exp:[5,22],expand:[8,104],expandlevel:8,explain:31,extern:126,factor:8,factorization_machin:8,faq:94,fault:35,file:[33,116,126],fill_const:22,fill_constant_batch_size_lik:22,find:126,first_seq:[8,104],float16:53,floor:22,flow:62,fluid:[16,44,54,65,73,119],fork:110,format:[33,35,66],forward:57,frame:33,framework:[31,113],from:[30,42,87],full_matrix_project:8,fulli:8,functor:88,futur:54,gan:56,gate:108,gated_unit:8,gener:[56,71,116,141],get_output:8,give:80,global:[77,79],glu:23,gpu:133,grad_op:32,gradient:[31,32,40,64,82],gradient_print:7,graident:31,graph:[57,58,62,81,83],group:[8,126],gru:[9,133],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,handler:[30,67],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,helper:79,hierarchi:33,high:[72,74,83,87],how:[31,38,74,80,81,88],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:126,ident:5,identifi:116,identity_project:8,ifels:59,ifelseop:33,illeg:92,imag:[8,9,15,43],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,66,70,73,74,79,80,81,82,83],increment:22,infer:[29,95],infershap:[77,86],infervartyp:60,ingredi:30,ingress:51,init_hook:2,initi:[20,40,56,126],input_typ:2,insid:85,inspect:126,instal:[126,141],instanc:126,instead:80,instruct:92,insuffici:92,integr:[88,126],intel:[63,64],interact:87,interfac:[12,13,15,31,35,40,41,50,72,80,85],intermedi:81,interpol:8,introduc:[71,90],introduct:[76,83],is_paramet:21,isn:80,issu:[53,110],job:[35,43,126,127],join:8,kei:[63,69,126],kernel:[65,69,81],kmax_sequence_scor:8,kube:126,kubectl:126,kubernet:[43,126,127],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,54],larg:38,last_seq:[8,104],layer:[8,22,30,55,63,64,79,96],layout:69,leaky_relu:22,learn:[33,54,97],learnabl:8,less_than:22,leval:87,level:[72,74,83,87],libpaddle_capi_shar:68,libpaddle_capi_whol:68,librari:[40,53,69,81,88],limit:45,linear:5,linear_chain_crf:22,linear_comb:8,list:[36,80],live:62,local:[45,85,126],lod:71,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[70,71,90],lodtensordesc:91,log:[5,22],logic:39,logsigmoid:22,look:116,low:[74,83,87],lstm:[9,133],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,71],macro:81,main:56,make:62,manag:34,map:[80,81],master:[35,39,43,44],math:[8,88],mathemat:31,matmul:22,matrix:64,max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:56,memori:[8,62,70,88,96,105,107],merge_lod_tensor:22,messag:[87,97],method:71,might:56,migrat:81,mileston:81,mini:80,minibatch:13,misc:8,mix:8,mkl:[63,64],mkldnn:65,mkldnn_helper:65,mkldnndevicecontext:65,mnist:14,mobil:140,model:[3,28,30,38,40,42,54,56,66,71,108],modul:[81,88,92],momentum:10,momentumoptim:24,more:56,motiv:[32,50,66,73,78],movielen:14,msrainiti:20,mul:22,multi:46,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:80,multiplex:8,mxnet:58,name:[85,92,96,126],nccl:73,nce:8,necess:79,necessari:81,need:80,nest:70,net:23,network:[9,81,108],neural:108,nlp:[9,133],norm:[8,83],normaliniti:20,note:31,numer:31,numpi:31,nvprof:118,nvvp:118,object:35,offset:71,ones:22,onli:[80,85],op_mak:81,oper:[55,59,62,65,69,74,77,79,81,82,86,90],opinfomap:81,opkernel:[81,88],opproto:87,ops:83,optim:[10,24,35,40,57,62,72,79],option:52,opwithkernel:81,order:52,org:114,origin:81,orthogon:85,other:64,out_prod:8,output:[8,126],overview:[42,48,50,63,64,81,85,119],pack:[63,71],packag:34,pad:8,paddl:[38,73,80,85,92,96,113],paddlejob:43,paddlepaddl:[30,33,54,63,64,74,77,83,84,92,114,119,120,121,126,136],pair:126,paradigm:54,parallel_nn:135,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,64,74,75,79,83,126],parameteraverageoptim:74,parent:85,part:57,partit:40,path:[42,52],penalti:83,perform:[74,116,133],persist:39,pfsclient:[51,52],pfsserver:51,place:[62,69,88],placement:45,platform:92,pnpair:7,point:[63,95,126],polici:62,pool2d:22,pool:[8,11,104],pose:[60,82],potenti:61,pow:22,power:8,pre:110,precision_recal:7,prefetch:80,prelu:8,prepar:126,principl:65,print:7,privat:126,pro:141,problem:[49,60,61,62,69,72,82,89],procedur:141,process:[35,40,43,72,81],profil:[26,116],program:[33,44,46,54,77,79],programdesc:77,project:34,propos:[60,82,83],protobuf:86,protocol:97,provid:[2,80],prune:78,pserver:42,pull:110,push:110,python:[31,43,45,63,64,70,72,74,79,80,83,87,91,116,122],qualiti:81,queue:[35,39],rank:7,rank_cost:8,raspberri:139,rate:97,reader:[12,13,30,80],realiz:81,reciproc:22,recoveri:35,recurr:[8,9,96,107,108],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:81,refer:[2,45,47,62,63,64],region:126,regist:[60,81,87],registr:[81,82],registri:81,regular:[27,40,83],reject:97,rel:71,relat:[81,90],relu6:22,relu:[5,22],remot:41,remoteexecutor:45,render:126,repeat:8,represent:[33,81],request:110,requir:[34,56],reshap:[8,22],resiz:8,retri:39,reus:79,rmsprop:10,rnn:[70,90,105,133],rnnop:[33,70,81],roi_pool:8,rotat:8,round:22,route53:126,row:86,row_conv:8,row_l2_norm:8,run:[50,119],runtim:43,sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,70,81,85],search:71,secur:126,select:[40,86],selectedrow:86,selective_fc:8,sentiment:14,separ:81,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[71,108],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_reshap:22,sequence_softmax:22,sequencesoftmax:5,server:[35,39,40,43,47,126],servic:126,setup:126,sextant:141,sgd:133,sgdoptim:24,shape:71,share:[30,32,62,85],should:85,shrink_memori:22,shuffl:80,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:71,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:80,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[60,61,62,63,69,78,82,89],sourc:119,spars:[40,41,42,86],split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,stanh:5,start:[30,126],statement:49,step2:123,step:[70,123],storag:83,store:35,strategi:62,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:80,suitabl:34,sulut:65,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:66,support:[53,73,88,90,92],survei:[53,58,83,141],swish:22,synopsi:52,system:[54,126],tabl:68,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:126,tecton:141,templat:126,tensor:[8,81,88,113],tensorarrai:[71,90],tensordesc:91,tensorflow:58,test:[63,64,65],text_conv_pool:9,theori:31,thi:[85,92],think:56,three:90,thresholded_relu:22,time:119,timelin:42,todo:[36,37,46],togeth:85,toler:35,too:97,tool:[34,141],topic:88,topk:22,toward:54,train:[29,30,35,38,41,43,45,72,80,126],trainer:[29,35,40,42,43,126],tran:8,trans_full_matrix_project:8,transform:89,translat:71,transpil:[45,46,47,62,73],transpos:22,tune:133,ture:54,two:31,type:69,uci_h:14,uniform:90,uniforminiti:20,unit:[63,64,65],unpack:71,updat:[30,41,42,126],usag:[32,48,70,71,80],use:[38,80],user:35,util:7,valu:79,value_print:7,vardesc:91,variabl:[32,62,79,81,85,91],verifi:126,version:[44,53,92],vgg_16_network:9,volum:126,vpc:126,warp_ctc:8,weightdecayregular:27,what:[38,42],wheel:92,when:[42,85],whl:92,why:[53,54,74,80,81,90],wmt14:14,worker:44,xavieriniti:20,zero:22}})
\ No newline at end of file