diff --git a/develop/doc/_sources/howto/usage/cmd_parameter/arguments_en.md.txt b/develop/doc/_sources/howto/usage/cmd_parameter/arguments_en.md.txt
index e5546f0ddc78a9f8bdc306a19c2fe9a415463e5a..d1963067bda949b11ececefed3db7db1432c6223 100644
--- a/develop/doc/_sources/howto/usage/cmd_parameter/arguments_en.md.txt
+++ b/develop/doc/_sources/howto/usage/cmd_parameter/arguments_en.md.txt
@@ -228,16 +228,6 @@ It looks like there are a lot of arguments. However, most of them are for develo
| | √ | √ |
-
-metric learning | external |
-√ | √ | √ | √ |
-
-
-
-data_server_port |
- | √ | | √ |
-
-
PServer | start_pserver |
| √ | | √ |
diff --git a/develop/doc/_sources/howto/usage/cmd_parameter/detail_introduction_en.md.txt b/develop/doc/_sources/howto/usage/cmd_parameter/detail_introduction_en.md.txt
index 33b7ec0d51a96ee126197e7aa819fdae0d3dc353..b681ebc81a355dfc1a7638a4463dff6979929a45 100644
--- a/develop/doc/_sources/howto/usage/cmd_parameter/detail_introduction_en.md.txt
+++ b/develop/doc/_sources/howto/usage/cmd_parameter/detail_introduction_en.md.txt
@@ -184,15 +184,6 @@
- Specify shared dynamic library. It can be defined out of paddle by user.
- type: string (default: "", null).
-## Metric Learning
-* `--external`
- - Whether to use external machine for metric learning.
- - type: bool (default: 0).
-
-* `--data_server_port`
- - Listening port for dserver (data server), dserver is mainly used in metric learning.
- - type: int32 (default: 21134).
-
## DataProvider
* `--memory_threshold_on_load_data`
diff --git a/develop/doc/howto/usage/cmd_parameter/arguments_en.html b/develop/doc/howto/usage/cmd_parameter/arguments_en.html
index c7294f4a3bb8b6e2f9d5bf8eba2862ccf3246d2a..0394a978bf99d2b9db20ffe552fcfe985049ab43 100644
--- a/develop/doc/howto/usage/cmd_parameter/arguments_en.html
+++ b/develop/doc/howto/usage/cmd_parameter/arguments_en.html
@@ -351,12 +351,6 @@
diy_beam_search_prob_so |
| | √ | √ |
-metric learning | external |
-√ | √ | √ | √ |
-
-data_server_port |
- | √ | | √ |
-
PServer | start_pserver |
| √ | | √ |
diff --git a/develop/doc/howto/usage/cmd_parameter/detail_introduction_en.html b/develop/doc/howto/usage/cmd_parameter/detail_introduction_en.html
index 373753121702befd25804a3dee4d6767600ced61..e39a4fa8ed1f58b0cb6d09b53e135c632247beb0 100644
--- a/develop/doc/howto/usage/cmd_parameter/detail_introduction_en.html
+++ b/develop/doc/howto/usage/cmd_parameter/detail_introduction_en.html
@@ -181,7 +181,6 @@
Test
GPU
NLP: RNN/LSTM/GRU
-Metric Learning
DataProvider
Unit Test
Parameter Server and Distributed Communication
@@ -463,21 +462,6 @@
-
-
Metric Learning
-
---external
-- Whether to use external machine for metric learning.
-- type: bool (default: 0).
-
-
---data_server_port
-- Listening port for dserver (data server), dserver is mainly used in metric learning.
-- type: int32 (default: 21134).
-
-
-
-
DataProvider
diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js
index e09089878571b2b990c129d8ef7515e8d6be8d5b..1c7705c05810954e6c325b7c72341860ff830cfa 100644
--- a/develop/doc/searchindex.js
+++ b/develop/doc/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/reader/README","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/reader/README.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]},"paddle.trainer_config_helpers":{attrs:[7,1,0,"-"],data_sources:[8,1,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,2,1,""],ExtraLayerAttribute:[7,3,1,""],ParamAttr:[7,2,1,""],ParameterAttribute:[7,3,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,4,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"],"2":["py","attribute","Python attribute"],"3":["py","class","Python class"],"4":["py","method","Python method"]},objtypes:{"0":"py:function","1":"py:module","2":"py:attribute","3":"py:class","4":"py:method"},terms:{"0000x":52,"00186201e":5,"00m":36,"02595v1":[10,16],"03m":36,"0424m":36,"0473v3":[11,17],"055ee37d":42,"05d":49,"0630u":36,"06u":36,"0810u":36,"08823112e":5,"0957m":36,"0ab":[10,16],"0rc1":27,"0th":57,"10007_10":56,"10014_7":56,"100gb":36,"100gi":42,"10m":36,"1150u":36,"11e6":43,"12194102e":5,"124n":36,"13m":43,"1490u":36,"15501715e":5,"1550u":36,"15mb":52,"1636k":57,"16mb":52,"16u":36,"173m":50,"173n":36,"1770u":36,"18ad":42,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":43,"197u":36,"1gb":36,"1st":[47,50,56,57],"202mb":57,"210u":36,"211839e770f7b538e2d8":[11,17],"215n":36,"228u":36,"234m":50,"2520u":36,"252kb":52,"25639710e":5,"25k":52,"2680u":36,"27787406e":5,"279n":36,"27m":36,"285m":36,"2863m":36,"28m":36,"28x28":3,"2977m":36,"2cbf7385":42,"2nd":[10,16,56,57],"302n":36,"30u":36,"32777140e":5,"328n":36,"32u":36,"32x32":49,"331n":36,"3320u":36,"36540484e":5,"365e":42,"36u":36,"3710m":36,"3768m":36,"387u":36,"38u":36,"3920u":36,"39u":36,"3rd":[54,56,57],"4035m":36,"4090u":36,"4096mb":39,"4279m":36,"43630644e":5,"43u":36,"448a5b355b84":43,"4560u":36,"4563m":36,"45u":36,"4650u":36,"4726m":36,"473m":43,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":39,"50bd":42,"50gi":42,"51111044e":5,"514u":36,"525n":36,"526u":36,"53018653e":5,"536u":36,"5460u":36,"5470u":36,"54u":36,"55g":57,"5690m":36,"573u":36,"578n":36,"5798m":36,"586u":36,"58s":43,"5969m":36,"6080u":36,"6082v4":[10,16],"6140u":36,"6305m":36,"639u":36,"655u":36,"6780u":36,"6810u":36,"682u":36,"6970u":36,"6ce9":42,"6node":37,"6th":57,"704u":36,"70634608e":5,"7090u":36,"72296313e":5,"72u":36,"73u":36,"75u":36,"760u":36,"767u":36,"783n":36,"784u":36,"78m":36,"7eamaa":20,"7kb":43,"8250u":36,"8300u":36,"830n":36,"849m":36,"85625684e":5,"861u":36,"864k":57,"8661m":36,"892m":36,"901n":36,"90u":36,"918u":36,"9247m":36,"924n":36,"9261m":36,"93137714e":5,"9330m":36,"94u":36,"9530m":36,"96644767e":5,"983m":36,"988u":36,"997u":36,"99982715e":5,"99m":50,"99u":36,"9f18":43,"\u7ea2\u697c\u68a6":47,"\ufb01xed":57,"abstract":[34,39],"break":52,"case":[10,16,24,25,32,33,34,36,40,42,48,52],"char":54,"class":[5,7,10,12,14,15,16,17,19,20,23,38,49,56],"const":34,"default":[3,7,9,10,11,12,15,16,17,19,20,22,23,27,37,39,41,42,43,52,54,56,57],"export":[26,27,49],"final":[11,17,25,26,34,54,56],"float":[3,7,9,10,12,15,16,20,25,34,36,41,47,50,54],"function":[3,5,8,10,11,12,16,17,20,23,24,25,32,34,36,37,39,48,49,52,55,56,57],"import":[3,5,9,10,16,23,25,27,32,36,42,47,48,49,50,52,54,56,57],"int":[3,7,9,10,11,12,15,16,17,20,24,34,41,52,54,55],"long":[2,10,11,16,17,20,27,36,55,56],"new":[3,10,16,20,24,33,35,42,43,48,52,55,56],"null":[10,34,39,54],"public":[34,37,42,43,56],"return":[3,8,9,10,11,16,17,19,20,22,23,25,32,34,42,48,50,52,53,54,57],"short":[10,11,16,17,25,54,55,56],"static":[10,42],"super":34,"switch":[42,56],"throw":42,"true":[3,7,9,10,11,12,15,16,17,19,20,23,24,25,32,34,39,41,42,50,54,55,56,57],"try":[12,24,36,48,54],"void":34,"while":[2,3,7,9,15,20,24,32,39,48,52,56,57],AGE:[42,43],AND:54,ARE:54,AWS:[35,44,45],Abs:6,Age:53,And:[3,9,10,12,16,24,27,29,33,41,42,43,47,50,54,56,57],But:[3,10,11,16,17],EOS:[10,16],For:[2,3,8,9,10,12,16,20,23,24,25,26,27,32,34,36,37,38,39,41,47,49,50,52,56,57],Going:56,Has:3,IDs:52,Ids:52,Into:42,Its:[3,32,42,54],Not:[23,37],ONE:3,One:[9,10,11,17,32,34,39,48,52,56,57],QoS:43,THE:3,TLS:[23,42],That:[10,16,20,24,27,39,41],The:[2,3,5,7,8,9,10,11,12,14,15,16,17,20,22,23,24,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],Their:[3,10,16],Then:[5,10,26,27,32,33,34,36,42,43,47,49,54,55,56],There:[9,10,16,22,23,25,29,36,42,48,49,50,51,52,54,57],These:[37,41,49,55],USE:54,USING:54,Use:[3,23,24,34,36,39,40,42,54],Used:[11,17],Useful:3,Using:[43,56],VPS:42,WITH:33,Will:20,With:[3,10,11,16,17,25,48,55],Yes:27,___fc_layer_0__:42,__init__:34,__list_to_map__:54,__main__:50,__meta__:54,__name__:50,__rnn_step__:32,_error:48,_link:[11,17],_proj:[10,16],_res2_1_branch1_bn:50,_source_language_embed:[32,47],_target_language_embed:[32,47],aaaaaaaaaaaaa:42,abc:[10,16],abl:[10,16,23,48,56],about:[5,10,11,16,17,25,27,36,38,39,42,46,55,56,57],abov:[3,5,10,16,23,25,27,36,42,43,48,50,52,55],abs:[11,17,48],absolut:[2,37],academ:53,acceler:41,accept:[3,5,20,23,24,52,55],acceptor:55,access:[2,10,11,17,23,32,57],accessmod:42,accident:53,accord:[2,3,9,10,16,32,33,37,38,39,41],accordingli:[5,34],accordingto:55,accrod:[11,17],accuraci:[9,34,52,53,56],achiev:[36,49],ack:39,acl:56,aclimdb:56,aclimdb_v1:20,across:[10,16],act:[10,11,16,17,25,32,52],act_typ:52,action:[42,53],activ:[0,4,5,10,11,16,17,21,25,26,34,39,52,56],activi:[11,17],actual:[3,10,16,25,27],adadelta:[12,52],adagrad:[12,52],adam:[12,23,52,56,57],adamax:[12,52],adamoptim:[47,52,56,57],adapt:[9,12,25,56,57],add:[3,10,11,16,17,20,25,26,33,34,36,41,52,54],add_input:34,add_test:34,add_to:[10,16],add_unittest_without_exec:34,addbia:34,added:[3,9,34],adding:50,addit:[10,11,16,17,27,52],address:[27,36,39],addrow:34,addtion:37,addto:10,addtolay:[10,16],adject:56,adjust:25,admin:53,adopt:55,advanc:[32,36,39],advantag:[27,56],adventur:53,adverb:56,adversari:24,advic:36,affect:[10,16],afi:3,aforement:37,after:[10,16,26,29,32,34,37,39,41,42,43,48,49,50,52,54,55,56,57],again:[23,36],against:42,age:54,agg_level:[10,16],aggreg:42,aggregatelevel:[10,16],aid:36,aim:[56,57],aircraft:57,airplan:49,aistat:[10,16],alex:[10,16,56],alexnet_pass1:41,alexnet_pass2:41,algorithm:[10,12,16,25,32,47,49,56,57],alia:[6,7,13,14,15],align:[10,11,16,17,20,57],all:[0,3,7,9,10,12,15,16,22,23,25,27,32,33,34,36,37,38,39,41,42,43,47,48,50,52,53,54,55,56,57],alloc:[7,15,34,41],allow:[23,27,33,34,36,39,42,52],allow_only_one_model_on_one_gpu:[38,39,41],almost:[11,17,25,37,47],along:56,alreadi:[27,36,37,39,42,43,56],alreali:[38,57],also:[2,3,9,10,11,16,17,23,24,26,27,32,34,36,37,43,48,49,50,52,55,56],although:25,alwai:[5,10,11,16,17,24,25,39,42,57],amaz:49,amazon:[42,43,52,56],amazonaw:42,amazonec2fullaccess:42,amazonelasticfilesystemfullaccess:42,amazonroute53domainsfullaccess:42,amazonroute53fullaccess:42,amazons3fullaccess:42,amazonvpcfullaccess:42,ambigu:[24,55],amd64:42,amend:33,american:49,among:[42,56],amount:[36,56],analysi:[25,36,51,55],analyz:[52,56],andd:42,ani:[2,3,10,11,16,17,20,23,24,32,33,36,42,52,54,57],anim:53,annot:55,annual:55,anoth:[3,10,16,23,27,39,42,55,56],ans:42,answer:[25,42,55],anyth:[20,24,33,42,55],api:[16,20,23,26,34,36,42,46,48,52,54,56],apiserv:42,apivers:[42,43],apo:57,appar:57,appear:55,append:[3,24,32,34,37,54],appleclang:26,appleyard:36,appli:[0,10,11,16,17,32,34,49,52],applic:[27,36,42,43,56],appreci:[33,56],approach:[10,16],apt:[26,29,49],arbitrari:10,architectur:[47,55,56,57],architecur:56,arg:[3,8,9,10,11,12,16,17,20,25,27,38,48,49,50,52,54,55,56],arg_nam:[10,16],argu:55,argument:[3,5,8,10,16,20,32,34,39,40,47,48,49,50,54,55,56,57],argv:50,arn:42,around:[3,10,16,42],arrai:[5,10,16,20,22,24,25,50],art:[25,55],articl:[37,43],artifact:42,artifici:48,artist:53,arxiv:[10,11,16,17,48,56],aspect:56,assign:[10,39,42],associ:[55,56,57],assum:[10,16,32,41,47],assur:2,astyp:[24,48],async:[12,38],async_count:39,async_lagged_grad_discard_ratio:39,async_lagged_ratio_default:[38,39],async_lagged_ratio_min:[38,39],asynchron:39,atla:26,atlas_root:26,attenion:[11,17],attent:[10,11,17,57],attitud:56,attr:[7,11,15,16,17],attribut:[3,4,10,11,16,17,21,34,47,55],auc:[9,38],aucvalidationlay:39,authent:42,author:[42,50],authorized_kei:37,autmot:33,auto:[34,36,51,54],autom:[42,57],automak:26,automat:[10,16,23,26,27,32,34,37,38,39,42,54,55,57],automaticli:[10,16],automobil:49,avail:[26,42],availabel:26,averag:[9,10,12,16,19,39,50,52,54,55,56,57],average_test_period:[38,39,55],average_window:56,averagepool:[10,16],avg:[13,36,52],avgcost:[9,52,54,56,57],avgpool:[10,16,52],avoid:36,avx:[26,29],await:43,awar:[23,27,42],aws_account_id:42,awsaccountid:42,awskeymanagementservicepowerus:42,b2t:47,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,ba5f:42,back:[3,27],background:30,backward:[10,11,14,16,17,32,34,39,41],backward_first:32,backwardactiv:34,bag:[52,56],baidu:[0,10,16,25,29,33,43,47],baik:47,balanc:[39,42,48],balasubramanyan:56,bank:55,bardward:[11,17],bare:43,barrier:39,barrierstatset:36,base:[6,12,16,17,19,20,23,25,29,32,33,34,36,37,39,42,47,48,52,54,56,57],baseactiv:[10,11],basematrix:34,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,54],bash:[27,42,43],bashrc:26,basic:[3,10,33,34,52,53,56],batch:[3,9,10,11,12,16,17,20,22,23,34,37,39,42,43,48,49,50,52,54,55,56,57],batch_0:50,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:24,batch_siz:[3,12,20,22,25,37,47,48,49,52,54,56,57],batchsiz:[10,16,34],bcd:[10,16],beam:[10,32,39,55,57],beam_gen:[10,32],beam_search:32,beam_siz:[10,32,38,39,41],beamsiz:57,becaus:[5,10,16,23,24,32,33,34,41,42,49,52,55],becom:[33,36],been:[3,26,33,49,52,55,56,57],befor:[5,10,11,16,17,24,27,33,37,42,49,54,56,57],begin:[5,9,10,34],beginiter:[22,23],beginn:32,beginpass:[22,23],begintrain:23,behavior:36,being:[24,48],belong:[10,16,57],below:[3,10,16,24,32,34,36,37,42,48,49,52,54],benefit:[11,17],bengio:[10,16],bertolami:56,besid:[2,10,16,57],best:[8,10,16,26,27,39,52,54,56,57],best_model_path:55,besteffort:43,beta1:12,beta2:12,beta:50,better:[10,11,16,17,25,37,42,48,54],between:[10,12,16,25,33,42,48,52,53,56,57],bgr:50,bi_lstm:[11,17],bia:[10,11,12,16,17,32,34,50],bias:[10,16,34],bias_attr:[10,11,16,17,25,32],bias_param_attr:[11,17],biases_:34,biasparameter_:34,biassiz:34,bidi:43,bidirect:[11,17,32,55,57],bidirectional_lstm_net:56,big:36,biggest:56,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:36,bin:[26,27,37,42,43,54],binari:[3,9,10,16,20,36,42,47,52,56],bird:49,bison:26,bit:52,bitext:57,bla:26,blank:[10,16,42],block:[10,16,25,34,36,39,50,56],block_expand:10,block_i:[10,16],block_x:[10,16],blog:56,bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:56,bool:[3,7,9,10,11,12,15,16,17,19,20,34,39,41,52,54,56],boot:[10,32],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,32],boot_with_const_id:10,bootstrap:26,bos_id:[10,32],both:[0,7,10,11,14,15,16,17,23,27,32,34,36,42,48,50,52],bottleneck:[36,50],bottom:56,bow:[52,56],box:36,branch:[10,16,23,33],breadth:[39,57],brelu:6,brendan:56,brew:26,briefli:36,brows:27,browser:[27,42],bryan:56,bucket_nam:42,buf_siz:20,buffer:[3,20,24,39],buffered_read:24,bug:42,bui:56,build:[0,25,27,30,39,42,44,45,47,49,50,52,54,56,57],build_and_instal:27,built:[0,26,48,55],bunch:[36,52],bunk:56,button:[33,42],c99e:42,cach:[52,54,55],cache_pass_in_mem:[3,52,54,55],cachetyp:[3,52,54,55],calc_batch_s:[3,55],calcul:[3,9,10,11,12,16,17,32,34,36,39,41,48,54],call:[3,10,11,16,17,23,25,32,34,36,39,42,49,50,52,56,57],callabl:[3,10,20],callback:34,caller:42,caltech:49,can:[2,3,5,7,8,9,10,11,15,16,17,20,23,24,25,26,27,29,32,33,34,36,37,38,39,41,42,43,47,48,49,50,52,54,55,56,57],can_over_batch_s:[3,55],candid:[10,16],cannot:34,caoi:57,capabl:[26,56],capac:42,caption:[25,57],captur:[25,37],card:37,care:[11,17,24,38,39,53],carefulli:[37,39,50],cat:[27,49,50,56],categor:55,categori:[10,16,52,56],categoryfil:43,caution:[42,43],ccb2_pc30:57,cde:[10,16],ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17,56],center:3,ceph:43,certain:[2,38,55],certif:[23,42],cfg:43,chain:[20,34],chanc:[23,34,52],chang:[10,24,25,27,32,33,34,36,39,42,52,56],channel:[10,16,36,37,50],channl:[37,50],char_bas:54,charact:[52,54],character:25,characterist:[41,49],check:[3,20,25,26,27,33,39,41,42,53],check_align:20,check_eq:34,check_fail_continu:3,check_l:34,check_sparse_distribution_batch:[38,39],check_sparse_distribution_in_pserv:[38,39],check_sparse_distribution_ratio:[38,39],check_sparse_distribution_unbalance_degre:[38,39],checkgrad:39,checkgrad_ep:39,checkout:33,children:53,chines:51,chmod:[26,42],choic:[27,53],choos:[39,52,54],chosen:[2,53,57],chunk:[9,48,55],chunk_schem:9,chunktyp:9,cifar:[48,49],cifar_vgg_model:49,claim:42,claimnam:42,clang:[26,33],class1:56,class2:56,class_dim:56,classfic:[50,56],classfiic:49,classic:[10,16,25],classif:[3,5,10,16,41,50,51,52,56,57],classifc:56,classifi:[9,48,49,50,52,56],classification_cost:[49,52],classification_error_evalu:[48,52,56,57],classification_threshold:9,claster:42,clean:[5,54],cleric:53,cli:42,click:[33,36,42],client:33,clip:[7,12,15,39,52,56],clock:[10,16],clone:[26,27],close:[3,24],closer:25,cls:52,cludform:42,cluster:[23,38,39,43,52,57],cluster_train:37,cm469:42,cmake3:26,cmake:[26,34,36],cmakelist:34,cmd:43,cna:[10,16],cname:42,cnn:[43,50,52],code:[0,3,5,16,20,23,24,25,26,27,28,32,34,35,36,37,42,43,48,52,53],coeff:[10,16],coeffici:[10,16],collect:[10,16,22,25,53],collectbia:34,colleg:53,color:[49,50],column:[9,10,16,24,34,47,57],colunm:57,com:[10,11,16,17,20,26,27,29,33,42,43,50],combin:[10,11,16,17,20,48,54,56],come:56,comedi:53,comma:[39,47],command:[2,5,25,26,27,29,33,34,35,36,37,42,43,44,45,47,48,49,50,54,55,56],commandlin:[36,56],commenc:52,comment:[11,17,20,33,52,56],commnun:37,common:[32,34,38],common_util:[37,54],commonli:[32,36,41],commun:[0,34,37,42],compani:56,compar:[34,48,52],compat:3,compet:56,competit:48,compil:[26,33,34],complet:[0,5,10,11,16,17,20,22,34,42,43,52],complex:[2,3,11,17,24,32,36,52],complic:[10,16],compon:34,compos:[20,23,48,55],composenotalign:20,comput:[10,11,16,17,23,25,26,27,32,34,36,41,42,52,54,55,56],computation:32,conat:16,conat_lay:10,concat:[10,57],concat_lay:32,concaten:[11,17],concept:[3,23,32],concern:23,concurrentremoteparameterupdat:39,condit:[10,16,32,37,43,57],conduct:36,conf:[5,10,16,37,47,48,50,57],conf_paddle_gradient_num:42,conf_paddle_n:42,conf_paddle_port:42,conf_paddle_ports_num:42,conf_paddle_ports_num_spars:42,confid:56,config:[3,7,10,11,15,16,17,25,34,37,38,39,42,43,47,48,49,50,52,56,57],config_:39,config_arg:[38,39,41,50,52,55,56],config_bas:[16,17,22],config_fil:55,config_gener:[37,54],config_lay:34,config_pars:[5,34],configur:[1,2,3,5,8,10,16,25,27,31,33,34,36,39,47,49,50,56,57],conflict:33,confront:57,congest:39,conll05st:55,conll:55,connect:[2,11,17,25,27,34,42,43,48,49,50,52,54,56],connectionist:[10,16,56],connor:56,consequ:[10,11,16,17],consid:[9,10,12,16,26,36,41,49],consider:[3,11,17],consist:[10,16,24,27,49,50,52,55,57],consol:[36,42],constant:34,construct:[3,5,23,32,54],construct_featur:54,constructor:34,consum:56,contain:[3,8,9,10,11,16,17,19,20,23,28,29,32,33,37,42,49,50,52,53,56,57],containerport:42,contemporan:56,content:[43,55,56],context:[10,11,16,17,32,47,52,54,55,56,57],context_attr:[11,17],context_len:[10,11,16,17,52,54],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,54],context_start:[10,11,16,17,52],contibut:33,contin:42,continu:[3,29,39],contrast:[10,16,57],contribut:[0,28,35,56],contributor:0,control:[7,15,39,42,43,57],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:[23,37],converg:[37,48,56],convert:[3,5,20,24,32,47,49,50,52,54],convlay:[10,16],convolut:[10,11,16,17,48,50,54],convoper:[10,16],convtranslay:[10,16],cool:[3,33],copi:[23,42,48,54],copy_shared_paramet:48,copytonumpymat:48,core:[3,7,15,39,57],coreo:42,corespond:55,corpora:57,corpu:55,correct:[3,9,10,16,34,42],correctli:[9,20,34,48],correl:[25,49,56],correspoind:23,correspond:[3,5,23,25,32,34,49,53,55,56,57],corss_entropi:23,cos:[10,16],cos_sim:54,cosin:[10,16,54],cost:[5,12,23,25,39,48,52,54,56,57],cost_id:10,could:[3,5,9,10,16,20,22,23,24,36,37,42,52,54],count:[24,36,39,41,43,47,54,55,56,57],coupl:25,coverag:26,coveral:26,coveralls_uploadpackag:26,cpickl:[50,54],cpp:[33,34,36,52,54,57],cpu:[2,3,7,10,15,16,26,29,36,39,43,48,55,56,57],cpuinfo:27,craftsman:53,crash:[36,37,39],crazi:37,creat:[5,7,10,15,16,20,23,25,26,27,34,37,39,47,48,49,57],create_bias_paramet:34,create_input_paramet:34,createargu:48,createfromconfigproto:[5,48],createstack:42,creation:42,creationd:42,creator:20,credit:48,cretor:20,crf:[10,55],crf_decod:10,crime:53,critic:56,crop:50,crop_siz:50,cross:[10,16,52,55],cross_entropi:[16,23,48],cross_entropy_with_selfnorm:16,csc:34,cslm:57,csr:34,csv:53,ctc:10,ctc_layer:9,ctest:27,ctrl:[37,54],ctx:55,ctx_0:55,ctx_0_slot:55,ctx_n1:55,ctx_n1_slot:55,ctx_n2:55,ctx_n2_slot:55,ctx_p1:55,ctx_p1_slot:55,ctx_p2:55,ctx_p2_slot:55,cub:49,cuda:[26,27,29,36,37,39],cuda_dir:[38,39],cuda_so:27,cudaconfigurecal:36,cudadevicegetattribut:36,cudaeventcr:36,cudaeventcreatewithflag:36,cudafre:36,cudagetdevic:36,cudagetdevicecount:36,cudagetdeviceproperti:36,cudagetlasterror:36,cudahostalloc:36,cudalaunch:36,cudamalloc:36,cudamemcpi:36,cudaprofilerstart:36,cudaprofilerstop:36,cudaruntimegetvers:36,cudasetdevic:36,cudasetupargu:36,cudastreamcr:36,cudastreamcreatewithflag:36,cudastreamsynchron:36,cudeviceget:36,cudevicegetattribut:36,cudevicegetcount:36,cudevicegetnam:36,cudevicetotalmem:36,cudnn:[10,16,19,26,29,39],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[38,39],cudnn_dir:[38,39],cudrivergetvers:36,cuinit:36,cumul:[10,16],curl:[26,42],current:[3,10,12,16,25,27,32,33,34,37,39,42,52,56,57],current_word:32,currentcost:[9,52,54,56,57],currentev:[9,52,54,56,57],curv:[23,49,55],custom:[2,3,23,34,42,53,56],custom_batch_read:24,cyclic:[10,16],d3e0:42,daemon:27,dai:57,daili:56,dalla:3,dan:55,danger:3,darwin:42,dat:[20,37,54],data:[2,3,5,8,11,12,17,22,23,26,30,34,36,37,38,39,41,44,50,53],data_batch_gen:48,data_dir:[47,49,56,57],data_feed:20,data_fil:25,data_initialz:52,data_lay:[3,9,25,32,48,49,52,54,55],data_nam:20,data_provid:8,data_read:[20,24],data_reader_creator_random_imag:24,data_server_port:[38,39],data_sourc:[8,48],data_typ:[16,20],databas:56,datadim:[10,16],datalay:[10,16],dataprovid:[2,8,25,32,37,54,55],dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:[10,16],dataset:[1,3,24,25,39,47,49,50,52,55,56],datasourc:[4,54],date:55,db_lstm:55,dcgan:48,dcmake_install_prefix:26,deal:[33,48],deb:[28,29],debian:28,debug:3,decai:[12,49],decid:[23,24],declar:[10,11,16,54],decod:[10,11,16,17,32,55,57],decoder_boot:32,decoder_group_nam:32,decoder_input:32,decoder_mem:32,decoder_prev:[11,17],decoder_s:32,decoder_st:[11,17,32],deconv:[10,16],deconvolut:[10,16],decor:[3,20,34],decreas:25,decrypt:42,deep:[0,10,16,25,27,36,48,49,50,52,55],deeper:[25,27,50],deer:49,def:[3,10,16,20,23,24,25,32,34,48,50,52,54,55],defalut:[10,16,39,41],default_devic:41,default_valu:41,defferenct:3,defin:[2,3,8,9,10,11,16,17,20,23,24,25,32,34,37,39,47,48,49,54,55],define_py_data_sources2:[3,8,25,49,50,52,54],defini:57,definit:[3,20,25,27,47,52,56],degre:[10,16],del:54,delai:39,delar:52,deletestack:42,delimit:[9,53,54],demo:[10,32,37,43,44,47,48,49,50,51,52,53,54,55,56,57],demograph:53,demolish:43,demonstr:[25,32,48,54],denot:[41,52,53,55],dens:[3,10,16,20,34,42,52,54],dense_vector:[3,5,16,20,25,54],dense_vector_sequ:20,depend:[25,29,37,41,49,53],deploi:[37,41],deploy:[37,42],deriv:[14,23],descent:[10,12,16],describ:[23,25,34,42,43,48,52,55],describestack:42,describestackev:42,describestackresourc:42,descript:[5,26,32,40,42,49,54],design:[3,10,16,20,56],desir:[42,43,47],destructor:34,detail:[3,5,7,10,11,12,15,16,17,32,33,34,36,37,40,41,42,43,47,48,50,52,54,56,57],detect:9,determin:[3,10,16,20,34,48],dev:[26,27,49,54,57],devel:26,develop:[0,26,33,38,39,57],deverlop:39,deviat:[7,15],devic:[7,15,27,39,57],deviceid:41,devid:[10,16,39],dez:56,dfs:11,diagnos:37,diagram:50,dict:[3,8,52,54,56,57],dict_dim:56,dict_fil:[9,32,52,55],dict_nam:8,dictionai:52,dictionari:[3,8,9,10,20,22,23,32,41,50,52,54,55,56,57],dictsiz:57,did:3,differ:[3,8,9,10,16,25,27,32,33,34,37,39,42,43,47,49,50,52,56,57],difficult:25,dig:[27,36,42],digit:[3,10,16],dim:[20,34,47,50,52,56],dimens:[10,14,16,19,20,34,41,47,52,54,56],dimension:[3,25,32,34,48,52],dimenst:47,dimes:[10,16],din:54,dir:[37,50,52,54,55,56,57],direct:[10,11,16,17,27,50,55],directli:[2,3,11,17,25,37,43,56],directori:[2,26,33,36,37,39,43,49,50,52,54,55,56,57],diretcoti:50,dis_conf:48,dis_train:48,dis_training_machin:48,disabl:3,discard:[20,39],discount:[10,16],discov:55,discoveri:42,discrep:36,discrimin:48,discriminator_train:48,discuss:23,disk:43,dispatch:[37,39],disput:57,dist_train:23,distanc:9,distibut:47,distinguish:[37,48,57],distribut:[10,16,26,35,43,44,45,48,52,55],distribute_test:[38,39],distributedli:34,disucss:23,divid:[12,38,49,57],diy_beam_search_prob_so:[38,39],dmkl_root:26,dns:42,do_forward_backward:24,doc:[5,11,17,20,26,27,37],docker:[28,42,44,45],docker_build:23,docker_push:23,dockerfil:27,dockerhub:27,doctor:53,document:[3,5,11,17,26,33,41,49,52,54,55,56],documentari:[3,53],doe:[3,5,11,17,24,25,29,32,34,36,52,54,55],doesn:[7,10,15,20,23,24,27,33,36,43,57],dog:[49,50],doing:36,domain:42,don:[11,17,23,24,25,27,42,56],done:[10,11,16,17,32,36,42,48,56],dopenblas_root:26,dot:[39,50,57],dot_period:[39,41,48,49,54,56,57],dotmuloper:[10,16],dotmulproject:[10,16],doubl:[3,26,39],down:[36,52],download:[20,29,48,49,52,55,56],download_cifar:49,downsampl:49,doxygen:[26,33],dpkg:29,drama:53,driver:27,drop:3,drop_rat:[7,15],dropout:[7,10,15,16,34,52],dropout_lay:10,dropout_r:[11,17],drwxr:43,dserver:39,dtoh:36,dtype:[5,25,50],dubai:57,due:[53,54],duplic:53,durat:36,dure:[2,3,10,16,25,33,34,38,39,42,52,54,55,57],durn:3,dwith_doc:26,dwith_profil:36,dwith_tim:36,dynam:[2,3,24,26,36,39],dynamic_cast:34,each:[2,3,5,9,10,16,19,20,22,24,25,27,32,33,34,37,39,41,42,47,49,50,52,53,54,55,56,57],each_feature_vector:14,each_meta:54,each_pixel_str:3,each_sequ:[10,16],each_time_step_output:14,each_timestep:[10,16],each_word:3,eaqual:[10,16],eas:[20,24,50],easi:[0,24,27,34,37,52],easier:[23,24,34],easili:[23,24,25],echo:[27,54,56],edit:[9,42],editor:33,edu:[20,42,43,49],educ:53,eeoi3ezpr86c:42,effect:[3,39,42],effici:[0,2,3,32,34],efg:[10,16],efs:42,efs_dns_nam:42,efsvol:42,eight:55,either:[10,16,20,22,23,36,52,54],elb:42,elbapis:42,elec:52,electron:[43,52],elem_dim:[10,16],element:[3,5,9,10,11,16,17,20,22,24,52,56,57],elif:[23,54],elimin:55,els:[10,23,27,34,50,52,54],emac:33,emb:[43,52],embed:[10,23,32,51,54,56],embedd:55,embedding_lay:[32,52,54],embedding_nam:32,embedding_s:32,emphas:36,empir:[10,16],emplace_back:34,emploi:[32,53],empti:[9,20,25],emul:57,enabl:[3,7,15,36,37,39,42],enable_grad_shar:[38,39],enable_parallel_vector:39,enc_proj:[11,17,32],enc_seq:[11,17],enc_vec:32,encod:[11,17,32,57],encoded_proj:[11,17,32],encoded_sequ:[11,17,32],encoded_vector:32,encoder_last:10,encoder_proj:32,encoder_s:32,encrypt:42,encrypt_decrypt:42,end:[3,9,10,16,24,25,32,39,47,55,56,57],end_pass:23,enditer:[22,23],endpass:[22,23],endpoint:42,endtrain:23,engin:[0,36,53],english:[3,10,16,57],enjoi:27,enough:25,ensembl:[11,17],ensur:[3,34],enter:53,entir:[10,11,16,17,56],entri:[20,27,34,42,53],entropi:[10,16,52,55],enumer:[10,14,52,54],env:[33,42],environ:[23,26,27,29,36,37,38,39,42,43,48,49,54],eol:33,eos:10,eos_id:[10,16,32],epel:26,epoch:53,epsilon:12,equal:[10,11,12,16,17,39],equat:[10,11,12,16,17,27],equilibrium:48,equip:[26,32],equival:[10,16,23],error:[7,9,10,12,15,16,23,25,29,34,37,39,42,49,50,52,53,54,56,57],error_clipping_threshold:[7,15],errorr:9,especi:[3,11,17,55],essenc:23,essenti:[10,23,26,55,57],estat:25,estim:[10,16,23],eta:43,etc:[12,20,24,37,38,41,42,56,57],eth0:[37,42],ethternet:37,eval:[9,52,54,56,57],eval_bleu:57,evalu:[2,4,10,16,30,36,37,52,56,57],evaluate_pass:56,evaluator_bas:9,evalut:[25,57],even:[23,24,36,39,56],evenli:42,event:43,event_handl:23,everi:[2,3,9,10,11,17,20,23,32,33,34,39,52,55,56,57],everyth:[25,27,33],exactli:[3,9,10,11,16,17,42,55],exampl:[2,3,8,9,10,11,12,16,17,20,22,24,25,26,27,32,34,36,37,38,39,41,42,43,49,50,51,52,56,57],exceed:10,except:[3,41,47,54,56],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exec:39,execut:[34,36,42,53,55,56],exist:[23,24,34,39,42,53,56],exit:[39,43],exp:6,expand:[10,34,55,56,57],expand_a:[10,16],expand_level:[10,16],expandconvlay:[10,16],expandlevel:[10,16],expect:[10,16,36,56],expens:57,experi:41,explain:[3,9,37,48,56],explan:[10,16,52,57],explanatori:[25,27],explicit:34,explicitli:[3,23],exploit:49,explor:10,exponenti:14,expos:[27,42],express:[23,42,56],extend:[0,54],extens:[12,53,54,57],extern:[3,39],extra:[10,11,15,16,17,25],extraattr:[7,15,41],extraattribut:[16,17],extraattributenon:16,extract:[10,16,42,49,55,56],extract_fea_c:50,extract_fea_pi:50,extract_para:47,extralayerattribut:[7,10,11,15],extralayeroutput:11,extrapaddl:17,extrem:[10,36],extremli:2,f120da72:43,f7e3:42,fa0wx:43,fabric:37,facotr:[10,16],fact:50,factor:[7,10,12,15,16],fail:[3,39,41,43,49],fake:48,fake_imag:24,fals:[3,7,9,10,11,12,15,16,17,20,24,25,32,34,39,41,43,47,52,54,55,56,57],false_label:24,false_read:24,famili:57,familiar:[3,25],fanscin:3,fantasi:53,fantast:52,far:0,farmer:53,fascinatingli:2,fast:[10,16,33,36],faster:[10,11,16,17,32,36,56],favorit:33,fbd1f2bb71f4:43,fc1:[34,41],fc2:41,fc3:41,fc4:41,fc8a365:42,fc8a:42,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[25,34,41,52,54],fc_layer_nam:11,fc_name:17,fc_param_attr:[11,17],fclayer:34,fdata:55,fea:50,fea_output:50,feat:56,featur:[3,10,14,16,20,33,39,49,52,56,57],feature_map:54,feed:[11,17,20,22,23,25,56],feedback:0,feeder:20,feedforward:49,femal:53,fernan:56,festiv:3,fetch:[20,32,34],few:[3,24],fewer:10,fg0:[10,16],field:[10,16,22,36,42],figur:[23,32,34,36,47,48,49,50,55,56,57],file1:57,file2:57,file:[2,3,5,9,10,16,20,23,24,25,26,32,33,34,37,39,47,49,50,55,56,57],file_list:3,file_nam:[3,25,50,52,55],filenam:[3,54],filer:[10,16],filesystem:42,fill:[10,16,42,52],film:53,filter:[10,16,50],filter_s:[10,11,16,17],filter_size_i:[10,16],finali:37,find:[10,12,36,49,56,57],fine:[7,15,54],fingerprint:42,finish:[3,37,42,43,49],finit:34,first:[3,10,16,20,23,25,29,32,33,34,36,39,41,42,47,48,49,50,52,54,55,56,57],first_seq:32,firstn:20,firstseen:43,fit:[2,20,33],five:[36,52],fix:[3,7,15,57],flag:[39,48,49,55],flexiabl:24,flexibl:[0,2,10,11,17,23,32],flight:57,float32:[5,20,24,25,48,50],floor:[10,16],flow:33,fly:[25,52],fnt03:42,focu:[3,36],folder:[26,42,49,56,57],follow:[2,3,9,10,11,12,16,17,20,23,24,26,27,29,32,33,34,36,37,41,42,43,44,45,47,48,49,50,52,53,54,55,56,57],fool:48,forbid:23,forecast:56,forget:[12,23,27,56],form:[2,3,11,12,17,36,55],format:[2,3,9,25,33,34,39,42,47,49,53,54,56],former:[23,57],formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,32,33,34,41,48,55,56],forwardactiv:34,forwardtest:5,found:[3,5,10,16,26,32,48,49,52,56],four:[3,29,47,50,52,54,55,56],frame:9,framework:[23,34,50,52,56],free:57,french:57,frequenc:[20,36,47,52,56],frequent:[24,37,57],frog:49,from:[0,3,5,10,11,16,17,20,22,24,25,27,30,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],from_timestep:[10,16],fromfil:[24,25,50],fulfil:36,full:[10,16,27,32,34],full_matrix_project:[11,17,32],fulli:[25,33,34,36,48,49,50,52,54,56],fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnect:47,fullyconnectedlay:34,func:20,fundament:25,further:10,fusion:54,gain:[10,16],game:48,gamma:50,gan:23,gan_train:48,gap:39,gate:[10,11,16,17,56],gate_act:[10,11,16,17],gate_recurr:[10,16],gather:[10,34,54],gauss:[7,15],gaussian:48,gcc:26,gdebi:29,gen:[10,57],gen_conf:[48,57],gen_data:57,gen_result:57,gen_train:48,gen_training_machin:48,gen_trans_fil:32,gender:[53,54],gener:[2,3,5,9,10,11,16,17,20,22,23,24,25,26,27,36,37,39,41,42,47,50,51,52,54,56],generatedinput:32,generator_conf:48,generator_machin:48,generator_train:48,genert:3,genr:[53,54],gereat:9,get:[3,10,11,16,17,25,26,29,32,34,36,37,42,46,49,50,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[41,52,54,56],get_data:[43,52,55],get_imdb:56,get_input_lay:34,get_mnist_data:48,get_model:50,get_nois:48,get_output_attr:17,get_output_layer_attr:11,get_training_loss:48,get_word_dict:20,getbatchs:34,getenv:23,getinput:34,getinputgrad:34,getinputvalu:34,getoutputgrad:34,getoutputvalu:34,getparameterptr:34,getsiz:34,getslotvalu:48,gettempl:42,gettranspos:34,getw:34,getweight:34,getwgrad:34,gfortran:26,gildea:55,gist:[11,17],git:[26,27,33],github:[10,11,16,17,26,27,29,50],give:[3,25,27,34,36,42,52],given:[3,20,22,24,34,39,48,52,55,56,57],global:[3,7,12,15,23,36,39,42,54,56],global_learning_r:[7,15],globalstat:36,globalstatinfo:36,globe:3,goal:[36,55],goe:[10,11,16,17,25],going:[52,56],good:[10,16,24,36,56,57],goodfellow13:[10,16],googl:23,googleapi:42,got:27,gpg2:42,gpg:42,gpu:[2,3,7,10,12,15,16,19,26,29,35,37,48,49,50,54,55,56,57],gpu_id:[39,41,48],gpugpu_id:38,grab:56,grad:[39,53],grad_share_block_num:[38,39],gradient:[7,9,10,12,15,16,39,52,56],gradient_clipping_threshold:[7,12,15,52,56],gradientmachin:[5,48,54,57],gradual:[25,36],grai:49,gram:[47,56],grant:42,graph:[10,47],graphviz:50,grave:56,grayscal:3,greater:[10,16],grep:[27,56],groudtruth:32,ground:[9,10,16,52,57],group:[11,17,56],group_id:54,group_input:32,grouplen:53,gru:[10,16,32,52,57],gru_attr:17,gru_bias_attr:[11,17],gru_decod:32,gru_decoder_with_attent:32,gru_encoder_decod:[47,57],gru_layer_attr:11,gru_memori:[11,17],gru_siz:52,gru_step:[17,32],gru_step_lay:[11,32],grumemori:[11,17,32],gserver:[10,34],gsizex:36,guarante:34,guess:[25,56],gui:36,guid:[28,32,33,34,36,42,43,47,49,56,57],guidenc:25,gur_group:[11,17],gzip:43,hack:[28,37],hadoop:23,half:42,hand:[53,54,56],handl:[23,24,37,54,56],handwrit:[3,56],hard:[42,52],hardwar:[27,36],has:[3,5,10,11,12,16,17,23,32,34,36,42,43,47,49,52,53,54,55,56,57],have:[2,3,5,9,10,11,16,17,20,23,24,25,26,32,33,34,36,37,39,41,42,47,49,52,53,54,56,57],hdf:2,head:[33,47,56],header:[25,34,47,50,54],health:53,heavi:37,height:[10,16,20,24,34,49],hello:23,help:[3,5,33,37],helper:[8,10,11,16,17,34],here:[3,5,7,10,11,15,16,17,20,23,24,25,26,32,37,38,41,42,43,47,49,50,51,52,53,54,55,56,57],heurist:[10,39,57],hidden:[10,11,16,17,32,42,52,54,56],hidden_s:[11,17,54],hierarch:[10,16,32],high:[7,15,34,48],higher:2,highest:[20,57],highli:[2,3,32,41,54,56],him:23,hint:25,histor:56,hl_get_sync_flag:34,hold:[23,42],home:[37,42,43],homemak:53,hook:[3,54,55],hope:0,horizont:[10,16,50],horror:53,hors:49,horst:56,host:[26,37,42,43],hostnam:[37,42],hostpath:43,hostport:42,hot:54,hour:57,hous:[3,20,25,47],how:[2,3,7,10,15,16,23,25,32,37,39,42,43,46,49,50,52,54],howev:[3,11,17,24,25,32,33,38,39,42,56,57],html:[20,27,49],htod:36,http:[10,11,16,17,20,26,27,29,33,42,43,48,49,50,57],huber:[10,16],huge:[10,16,33],huina:56,human:57,hyper:[10,16,34],hyperplan:20,i0601:54,i0706:57,i0719:57,i1117:36,iamfullaccess:42,iamusersshkei:42,ib0:37,icwsm:56,id_input:[9,32],idea:[10,16,24],ident:[25,42,53],identifi:[32,34],identityoffsetproject:[10,16],identityproject:[10,16],ids:[9,10,16,22,34,52,54],idx:34,ieee:56,ignor:[3,9,39],ijcnlp:56,illustr:[3,32,34,36,52],ilsvrc:50,imag:[3,19,20,23,24,25,28,41,42,44,45,48,50,51,57],image_a:24,image_b:24,image_classif:49,image_fil:24,image_lay:24,image_list_provid:50,image_nam:23,image_path:24,image_provid:49,image_reader_cr:24,image_s:50,imagenet:51,imagepullpolici:42,imageri:[10,16],images_reader_cr:24,imdb:53,imdber:56,img:[3,10,16,49],img_conv:17,img_conv_lay:11,img_featur:3,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:49,imgsiz:36,imgsizei:36,imgsizex:36,immedi:42,immutable_paramet:23,implement:[3,10,11,12,16,17,20,32,52,55],importerror:54,improv:[0,36,42,56,57],inbound:42,includ:[2,3,10,11,16,17,23,26,27,32,34,36,39,42,43,47,52,53,55,57],inconsist:53,incorrect:[10,16],increas:[39,57],increment:39,incupd:34,inde:[20,24],independ:[10,16,52],index:[3,9,10,16,19,20,32,37,42,54],indexslot:[10,55],indic:[3,9,10,16,25,37,42,55],individu:[25,42],infer:[1,23,26],infiniband:37,info:[9,10,16,34,37],infom:33,inform:[5,9,34,36,39,42,53,54,55,56,57],infrastructur:[42,48],ingor:39,ininst:23,init:[7,15,34,41,42,48,52,54,55],init_hook:[52,54,55],init_hook_wrapp:8,init_model_path:[38,39,41,47,52,55],initi:[3,5,7,10,15,16,32,34,39,47,48,52,55],initial_max:[7,15],initial_mean:[7,10,15,16],initial_min:[7,15],initial_std:[7,10,15,16],initpaddl:[5,48],inlcud:[11,17],inlin:42,inner:34,inner_param_attr:[11,17],input1:[10,11,16,17],input2:[10,16],input:[3,5,9,10,11,14,16,17,19,20,22,24,25,32,34,41,47,48,49,50,52,54,55,56,57],input_data:34,input_data_target:34,input_featur:14,input_fil:[25,55],input_hassub_sequence_data:34,input_id:[10,16],input_imag:[11,17,49],input_index:34,input_label:34,input_lay:[10,34],input_nam:23,input_sequence_data:34,input_sequence_label:34,input_sparse_float_value_data:34,input_sparse_non_value_data:34,input_t:34,input_typ:[25,32,52,54],inputdef:34,inputlayers_:34,inputtyp:[3,20],insid:[9,10,16,24,27,42],inspir:47,instal:[27,30,33,37,43,49,50,54,55,56],instanc:[10,12,16,32,34,36,39,55],instance_ip:42,instead:[10,16,19,24,33,37,52,57],instruct:[27,29,36,52],int32:39,integ:[3,9,10,16,20,32,34,52,56],integer_valu:[3,20,52],integer_value_sequ:[3,20,32,52,55],integr:[26,55],intend:0,inter:[10,16,37],interact:[27,42],intercept:[10,16],interest:[36,56],interfac:[5,7,10,11,15,16,17,37,42,49,54,56],interg:52,intergr:[10,16],intermedi:55,intern:[10,11,17,20,42],internet:56,interpol:10,interpret:[3,9,26,27,36],interv:56,intrins:26,introduc:[3,43,54,56],introduct:[4,48],invalid:24,invari:49,invok:[3,10,36,42,54],involv:48,iob:9,ioe:9,ips:42,ipt:[10,16,32],ipython:23,is_async:12,is_discriminator_train:48,is_gener:[10,47,48,57],is_generator_train:48,is_kei:54,is_layer_typ:10,is_predict:[52,54,56],is_seq:[10,32,54],is_sequ:54,is_stat:[7,15],is_test:[50,55,56],is_train:3,isn:36,isspars:34,issu:[26,27,36],item:[10,16,20,24],iter:[10,11,12,17,20,22,23,24,49,55,56],its:[3,9,10,11,16,17,23,34,36,39,42,47,48,49,52,56,57],itself:[11,17],jeremi:36,jie:[55,56],jmlr:[10,16],job:[5,9,38,39,41,50,52,54,55,56,57],job_dispatch_packag:37,job_mod:47,job_nam:42,job_namespac:42,job_path:42,job_workspac:37,jobpath:42,jobport0:42,jobport1:42,jobport2:42,jobport3:42,johan:56,joint:[47,57],jointli:[11,17,57],journal:[55,56],journei:27,jpeg:49,jpg:50,json:[37,42,43,54],jth:[11,17],judg:57,jupyt:27,just:[3,9,10,11,14,16,17,25,27,33,37,41,42,49,54,55,56],jx4xr:42,jypyt:23,k8s_data:42,k8s_job:23,k8s_token:23,k8s_train:42,k8s_user:23,kaim:[10,16],kaimingh:50,kebilinearinterpbw:36,kebilinearinterpfw:36,keep:[3,10,16],kei:[3,36,37,54,56],kernel:[10,16,36,52],key1:39,key2:39,key_pair_nam:42,keyid:42,keymetadata:42,keypair:42,keyserv:42,keystat:42,keyusag:42,keyword:3,kill:42,kind:[2,3,23,25,42,43,48,52,54],kingsburi:55,kms:42,know:[3,11,17,23,25,27,34,36,42,54],knowledg:56,known:[48,56,57],kriz:[20,49],ksimonyan:[11,17],kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeconfig:42,kubectl:43,kuberent:42,kubernet:[23,35,37,44,45],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,20,52,54,55],l1_rate:[7,15],l2_rate:[7,15],l2regular:[49,52,56],label:[3,5,9,10,12,16,20,22,24,25,32,43,48,49,50,51,52,54,56],label_dict:55,label_dim:[10,16,52],label_fil:[24,55],label_lay:[10,24],label_list:55,label_path:24,label_slot:55,labeledbow:56,labl:56,lag:39,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,41,47,55,56,57],laptop:27,larg:[19,55,56,57],larger:[3,7,9,10,12,15,16,37],last:[9,10,11,16,17,25,32,37,39,52,56,57],last_time_step_output:10,lastseen:43,late:56,latenc:[37,42],later:[26,33,42,52],latest:[10,16,27,33,43,56],latter:57,launch:[39,42,56],launcher:23,lawyer:53,layer1:[10,11,16,17],layer2:[10,16],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,24,25,32,35,38,39,47,48,49,50,52,54,55,56],layer_0:34,layer_attr:[10,16,32,41],layer_num:[41,50],layer_s:[10,16],layer_typ:[10,16],layerbas:34,layerconfig:34,layergradutil:34,layermap:34,layeroutput:[9,11,54],lbl:[9,49],ld_library_path:[26,29,37],lead:36,learn:[0,7,9,10,11,12,15,16,17,23,24,25,27,32,34,36,49,50,52,55,56,57],learnabl:[10,16],learning_method:[12,25,47,49,52,54,56,57],learning_r:[7,12,15,25,47,49,52,54,56,57],learningextern:38,least:[9,10,16,26,53],leav:[3,42],lecun:20,left:[10,16,25,50],leman:57,len:[3,10,16,32,34,52,54,55],length:[10,11,16,17,20,32,39,43,56,57],less:[10,16,23,37,57],less_than:23,let02:43,let:[5,10,16,23,25,27,42,54],level:[7,10,15,16,37,39,48,54,56,57],lib64:[26,27,37,39],libcuda:27,libcudnn:26,libjpeg:49,libnvidia:27,libpython:26,librari:[10,16,26,37,39,54],licens:55,like:[3,9,10,16,24,25,26,32,36,37,38,41,42,47,50,52,54,56,57],limit:[10,20,36,39],line:[2,3,5,9,20,25,33,35,36,37,41,42,47,49,50,54,55,56,57],linear:[6,10,16,30],linear_comb:10,linearactiv:[10,25],linguist:55,link:[10,11,16,17,26,42,52,56],linux:[26,27,29,42,57],lipeng:47,lipton:56,list:[2,3,8,9,10,11,16,20,23,25,32,34,37,39,41,42,49,50,52,54,55,56,57],listen:[27,39],literatur:56,littl:[2,3,39,52,56],lium:57,live:27,liwicki:56,load:[2,3,5,10,16,23,25,39,42,50,54,55,56,57],load_featur:50,load_feature_c:50,load_feature_pi:50,load_missing_parameter_strategi:[38,39,41,47,55],load_uniform_data:48,loadparamet:5,loadsave_parameters_in_pserv:[38,39],local:[7,15,26,27,33,37,38,39,43,49,56],localhost:27,locat:[32,34,52,55],log:[3,6,27,33,34,37,39,42,43,49,54,55,56,57],log_barrier_abstract:39,log_barrier_lowest_nod:[38,39],log_barrier_show_log:[38,39],log_clip:[38,39],log_error_clip:[38,39],log_period:[39,41,43,48,49,52,54,55,56,57],log_period_serv:[38,39],logarithm:14,logger:3,logic:[3,37],longer:57,look:[3,9,25,37,38,42,43,48,52],lookup:52,loop:24,loss:[10,16,34,48,52,56,57],lot:38,low:[10,16],lower:37,lowest:39,lst:54,lstm:[10,16,32,43,52],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17],lstm_layer_attr:11,lstm_size:52,lstm_step:[11,17],lstmemori:[11,17,32],lstmemory_group:10,ltr:[10,16],lucki:25,mac:[26,27],machan:[11,17],machin:[10,11,12,16,17,25,33,34,38,39,41,42,43,52,54,56,57],made:[3,25,32,53],mai:[3,8,9,10,16,24,33,36,42,53],main:[3,5,33,42,49,55,56],mainli:39,maintain:[10,42],major:[27,33,48,50,56,57],make:[3,10,16,23,24,26,27,33,34,36,37,42,49,52,54,56],male:53,malloc:34,manag:[33,37],manageri:53,mandarin:[10,16],mani:[0,10,11,16,17,25,39,52,53,54,56],mannal:37,manual:[27,33],manufactur:57,mao:56,map:[3,10,16,23,39,49,50,54],map_read:20,mapreduc:23,marcu:56,mark:[3,32,55],mark_slot:55,market:[25,53,56],martha:55,mask:[7,10,15,16],master:[23,33,39,56],mat_param_attr:[11,17],match:36,math:[11,17,34,36],matirx:[10,16],matplotlib:49,matric:[5,32,34],matrix:[9,10,11,16,17,20,32,34,38,41,50,55],matrixptr:34,matter:3,max:[3,7,10,13,15,16,20,36,39,41,49,52,54],max_id:52,max_length:[10,32],max_sort_s:[10,16],maxid:[9,10,52],maxid_lay:[9,52],maxim:[10,57],maximum:[9,32,36,39,52,55,56],maxinum:19,maxout:10,maxpool:[10,16],mayb:[10,11,16,17,49],mean:[3,7,9,10,11,12,15,16,17,19,20,22,24,25,32,36,37,39,41,42,47,48,49,50,52,54,55,56,57],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,measur:[25,36],mechan:[10,11,17,32,42,56],media:56,meet:55,member:23,memcpi:36,memor:56,memori:[2,3,11,17,32,34,36,39,41,43,52,55,56,57],memory_threshold_on_load_data:39,mere:[11,17],merg:[33,39,47,57],mergedict:[47,57],messag:[25,39,43,54,56,57],meta:[37,49,50,52],meta_config:[37,54],meta_fil:54,meta_gener:[37,54],meta_path:49,meta_to_head:54,metadata:[42,43],metaplotlib:23,method:[3,8,10,11,12,16,22,27,34,36,39,41,52,54,56,57],metric:38,might:[10,16,34,42],mileag:36,million:[41,53],min:[7,15,36,41,42,54],min_pool_s:3,mind:37,mini:[3,10,16,20],mini_batch:24,minibatch:[10,16],minibatch_data:20,minim:[3,12,25,39],minimum:[10,16],minimun:39,minst:3,minut:[42,57],miss:[39,47,55],mit:42,mix:[11,17,32,55],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,32,55],mixed_layer_attr:11,mixedlayertyp:10,mkdir:[26,42],mkl:26,mkl_path:26,mkl_root:26,ml_data:[37,54],mnist:[3,5,24],mnist_provid:3,mnist_random_image_batch_read:24,mnist_train:[3,24],mnist_train_batch_read:24,mod:55,modal:55,mode:[10,16,39,48,49,50,54,56,57],model:[1,2,5,8,10,11,12,16,17,30,33,34,35,39,42,54,55,56],model_averag:12,model_config:[5,48],model_list:[39,41,55,56],model_output:56,model_path:41,model_zoo:[47,50],modelaverag:12,modifi:[5,32,33,34,37,42],modul:[2,3,5,8,11,17,20,25,26,49,50,52,54,55],modulo:[10,16],momentum:[7,12,15,25,52],momentumoptim:[25,49],mon:43,monitor:[52,56],mono:[10,16],month:[52,57],mood:56,more:[2,3,5,9,10,11,16,17,20,23,24,25,27,32,34,36,37,41,43,49,52,55,56,57],morin:[10,16],mose:[56,57],moses_bleu:57,mosesdecod:56,most:[3,5,10,20,23,24,25,32,34,36,38,54,55,56,57],mostli:[49,53],mount:[27,42,43],mountpath:[42,43],move:[10,16,36,42,54,56],movement:[36,56],movi:[3,56],movie_featur:54,movie_head:54,movie_id:54,movie_meta:54,movie_nam:54,movie_review:20,movieid:53,movielen:51,moving_average_fract:[10,16],mpi:37,mse:10,much:[10,16,24,36],mul:34,mulit:37,multi:[10,16,34,38,39,50,57],multi_binary_label_cross_entropi:16,multi_crop:50,multinomi:[10,16],multipl:[9,10,11,16,17,20,23,32,34,39,41,42,48,52,54,56],multipli:[9,10,16,34,49],multithread:3,music:53,must:[3,9,10,11,14,16,17,24,26,32,33,34,37,39,41,42,57],my_cluster_nam:42,my_cool_stuff_branch:33,my_external_dns_nam:42,mypaddl:43,mysteri:53,name:[3,7,8,9,10,11,15,16,17,19,20,23,25,27,32,34,36,37,39,41,43,44,45,47,48,49,50,52,54,56,57],namespac:[34,43],nano:33,nativ:[10,16],natur:[41,55,56],nchw:[10,16],ndarrai:22,ndcg:[10,16],ndcg_num:[10,16],nearest:52,necessari:[3,10,16,26,34,37,52,56],necessarili:34,need:[3,10,11,16,17,20,23,25,26,27,29,32,33,34,37,38,39,41,42,43,48,49,50,52,54,55,56,57],neg:[3,9,10,16,52,55,56],neg_distribut:[10,16],negat:55,neighbor:52,nest:[3,20],net:[10,11,16,17],net_conf:56,net_diagram:50,network:[2,3,4,5,7,9,10,12,15,16,20,21,22,23,24,25,34,36,37,39,47,56,57],network_config:41,networkadministr:42,neural:[3,5,10,11,12,16,17,20,22,23,25,36,39,47,48,50,56,57],neuralnetwork:[10,16,30],neuron:[5,34,52,56],never:[20,24,42,43],newest:33,newtork:56,next:[10,32,34,36,39,42,43,55,56,57],nfs4:42,nfs:42,nfsver:42,nginx:27,nic:[37,38,39],nine:55,nlp:[3,10],nltk:20,nmt:57,nnz:34,no_cach:3,no_sequ:[3,54],noah:56,noavx:[27,29],node:[10,16,34,37,39,42,43,56,57],node_0:42,node_1:42,node_2:42,nodefil:37,noir:53,nois:[10,16,48],noise_dim:48,non:[10,16,34,39,42],none:[2,3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,25,32,50,52],nonlinear:34,norm:48,norm_by_tim:[10,16],normal:[3,5,10,11,16,17,29,32,34,37,39,43,47,48,50],normzal:50,north:49,notat:[10,16],note:[3,5,7,10,11,12,15,16,17,19,23,24,26,27,36,39,41,42,47,49,54,56],notebook:27,noth:[14,39],notic:[32,34],novel:56,now:[0,3,10,16,25,27,33,39,42,48,54,55],np_arrai:20,nproc:26,ntst1213:57,ntst14:57,nullptr:34,num:[10,16,37,39,52,55,56,57],num_channel:[10,11,16,17,49],num_chunk_typ:9,num_class:[10,11,16,17,49],num_filt:[10,11,16,17],num_gradient_serv:[38,39],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[25,38,39,41,43,52,54,55,56,57],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[3,9,10,16,20,24,25,34,37,39,42,47,49,50,52,55,56,57],numchunktyp:9,numdevices_:41,numlogicaldevices_:41,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,24,25,26,48,50],numsampl:36,numtagtyp:9,nvidia:[26,27,36,39],obj:[3,8,25,49,50,52,54],object:[3,5,7,8,9,10,11,12,15,16,17,20,22,23,36,48,49,50,52,55],observ:[12,25,34,36,57],obtain:[52,55,56],occup:[53,54],occur:[20,33],oct:43,odd:[10,16],off:27,offer:[5,55],offici:[27,42,49],offset:[10,16,54],often:[9,37,52,57],ograd:34,old:[27,33,39],omit:52,on_coverallscompil:26,on_init:3,on_travisexclud:26,onc:[3,10,27,33,34,42,52],one:[3,8,9,10,11,12,14,16,17,19,20,23,24,25,27,33,34,37,39,41,42,43,47,48,49,50,52,54,55,56,57],one_host_dens:54,one_hot_dens:54,onli:[2,3,5,9,10,11,16,17,19,20,23,25,26,32,33,34,36,38,39,41,42,43,47,50,52,53,56,57],onlin:[12,24],onto:42,open:[0,3,10,16,23,24,25,27,42,50,52,54,55],openbla:26,openblas_path:26,openblas_root:26,oper:[10,11,12,16,17,27,32,34,36,39,42,47,49,54],opinion:56,opt:[23,26],optim:[3,4,7,15,21,25,34,36,56],option:[3,9,10,16,23,25,33,34,37,41],order:[3,10,11,16,17,20,24,34,39,42,43,48,50,52,56,57],ordinari:56,oregon:42,org:[10,11,16,17,26,48],organ:[10,16,49,56,57],origin:[0,2,3,10,16,20,33,48,55,57],other:[3,9,10,11,12,16,17,20,26,29,32,33,41,42,43,47,48,49,50,52,53,54,55,56,57],otherchunktyp:9,otherwis:[2,8,10,16,20,23,24,32,37,41,54,57],our:[23,27,32,34,42,43,47,49,52,55,56,57],out:[10,16,23,25,32,36,39,42,43,49,56],out_dir:42,out_left:[10,16],out_mem:32,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outlin:40,outperform:55,output:[5,7,9,10,14,15,16,17,19,20,22,23,24,25,32,34,36,39,41,43,47,48,49,50,52,54,55,56,57],output_:[10,16,34],output_dir:50,output_fil:55,output_id:[10,16],output_lay:[22,50],output_max_index:19,output_mem:[10,16,32],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outter_kwarg:3,outv:34,over:[2,10,11,16,17,23,33,34,36,52,55,56],overcom:56,overhead:36,overlap:34,overrid:34,owe:0,own:[33,37,42],pacakg:29,packag:[3,16,20,28,42],pad:[10,32,52],pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],paddepaddl:2,padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,23,25,26,27,28,29,33,34,35,36,37,39,41,42,48,49,52,54,55,56,57],paddle_n:37,paddle_output:43,paddle_port:37,paddle_ports_num:37,paddle_ports_num_for_spars:37,paddle_pserver2:37,paddle_root:47,paddle_source_root:47,paddle_train:37,paddledev:[27,42,43],paddlepaddl:[0,2,3,5,10,11,12,16,17,20,24,25,26,29,30,32,33,34,35,36,37,44,45,50,52,54,55,56],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[33,42,54],pair:[9,55],palmer:55,paper:[10,16,47,48,50,55,56,57],paraconvert:47,paragraph:56,parallel:[36,39,41,42,43,57],parallel_nn:[7,15,38,39],param:[7,10,15,16,54],param_attr:[10,11,16,17,25,32],paramattr:[7,10,15,16,25,32],paramet:[2,3,4,5,8,9,10,11,12,16,17,19,20,21,24,25,34,35,41,48,49,52,54,55,56,57],parameter_attribut:[10,16],parameter_block_s:[38,39],parameter_block_size_for_spars:[38,39],parameter_learning_r:[7,15],parameter_nam:23,parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parametermap:34,parameters_:34,parameterset:23,parametris:12,paramt:[42,47],paramutil:54,paraphras:57,paraphrase_data:47,paraphrase_model:47,paraspars:34,parent:[10,34],pars:[5,20,41,42,48,54,55],parse_config:[5,48],parser:54,part:[3,16,25,32,33,34,36,48,52,54,55,56,57],parti:[36,54],partial:[10,16,48],participl:47,particular:36,partit:42,pass:[3,8,10,16,22,24,25,33,34,36,37,39,42,43,48,49,52,54,55,56,57],pass_idx:24,pass_test:48,passtyp:34,password:[27,37],past:[23,27,42],path:[2,3,9,20,24,25,26,32,37,39,41,42,43,47,49,50,52,55,56,57],pattern:[25,42,54,56],paul:55,pave:57,pdf:[10,11,16,17],pem:[23,42],penn:55,per:[10,24,39,49,52],perfom:[39,41],perform:[2,10,11,16,17,25,32,33,34,35,37,38,48,49,52,56,57],period:[2,39,52,54,55,56,57],perl:[56,57],permiss:42,peroid:[10,16],persist:42,persistentvolum:42,persistentvolumeclaim:42,person:23,perspect:36,perturb:34,pgp:42,phase:25,photo:49,pick:[3,42],pickl:54,picklabl:8,pictur:52,piec:[10,11,16,17,25],pillow:49,pip:[26,33,37,49,54],pipe:53,pipelin:55,pixel:[3,10,16,20],pixels_float:3,pixels_str:3,place:[2,3,34,36,37,50,57],placehold:25,plai:[55,56],plain:[2,9,10,16],plan:34,platform:[0,25,27,42],pleas:[3,5,7,10,11,12,15,16,17,23,24,26,27,28,32,33,34,42,47,49,52,54,55],plot:[23,49],plotcurv:49,png:[49,50],pnpairvalidationlay:39,pnpairvalidationpredict_fil:38,pod:[42,43],pod_nam:42,point:[25,27,36],polar:56,polici:42,polit:56,poll:56,poo:49,pool3:34,pool:[3,4,11,17,21,49,52,54],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,52,54],pooling_typ:[10,16,52],poolingtyp:19,popular:[25,50],port:[27,37,38,39,42,43],port_num:38,ports_num:39,ports_num_for_spars:[38,39,41],pos:[54,56],posit:[3,9,10,16,20,52,55,56,57],positive_label:9,possibl:[23,33,36,48],post1:26,potenti:36,power:[10,52,57],practic:[8,10,16,25,32,34],pre:[3,10,11,17,23,42,43,47,49,55,56,57],pre_dictandmodel:47,precis:[9,26],pred:[52,55],predefin:56,predetermin:[10,39,57],predic:55,predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,4,9,12,16,22,25,32,37,39,47,52,57],predict_fil:39,predict_output_dir:[38,39,52],predict_sampl:5,predicted_label_id:52,predictor:54,predin:49,prefer:56,prefetch:34,prefix:42,pregrad:34,preinstal:26,premodel:47,prepar:[5,30,44,52],preprcess:56,preprocess:[20,32,37,43,56],prerequisit:26,present:[23,50,55,57],pretti:25,prev_batch_st:[38,39],prevent:[2,12,23],previou:[10,11,16,17,34,39,42,55,57],previous:[43,50],price:25,primari:16,primarili:56,principl:23,print:[7,15,22,23,25,32,39,47,52,54,55,56,57],printallstatu:36,printer:9,printstatu:36,prite:9,privileg:42,prob:[9,48],probabilist:[10,16,47],probability_of_label_0:52,probability_of_label_1:52,probabl:[9,10,16,22,32,33,50,52,55],problem:[5,10,12,16,23,30,52,55,56],proc:27,proc_from_raw_data:52,proce:[20,24,42],procedur:[47,55,57],proceed:[10,16,55],process:[2,3,5,7,8,10,11,12,15,16,17,23,25,32,37,39,41,42,43,47,49,50,52,54,55,56,57],process_pr:52,process_test:8,process_train:8,processdata:[49,50],processor:36,produc:[11,17,20,24,27,50,52],product:[0,34,42,52,56],productgraph:43,profil:26,proflier:36,program:[2,20,23,24,36,37,39],programm:53,progress:39,proivid:3,proj:[10,16],project:[10,11,16,17,26,32,34,54],promis:[10,11,17],prompt:33,prone:23,prop:55,propag:[12,39,41],properli:52,properti:[3,39],propos:57,proposit:55,protect:34,proto:19,protobuf:26,protocol:39,prove:52,proven:57,provid:[0,8,10,16,20,23,25,32,36,37,42,47,48,49,50,53,56],providermemory_threshold_on_load_data:38,provis:42,provod:3,prune:10,pserver:[37,38,39,42],pserver_num_thread:[38,39],pserverstart_pserv:38,pseudo:23,psize:34,pull:[47,57],punctuat:56,purchas:52,purpos:[0,36],push_back:34,put:[34,37,43,52],pvc:42,pwd:27,py_paddl:[5,20,48],pydataprovid:[2,3,52],pydataprovider2:[4,5,25,32,52,54,56],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[2,3,4,8,16,22,23,25,26,27,33,37,47,48,49,55,56,57],pythonpath:49,pzo:56,qualifi:26,qualiti:52,queri:[10,16,42,57],question:[10,16,23,42,55],quick:[39,43,51,57],quick_start:[42,43,44,52],quick_start_data:43,quickli:25,quickstart:43,quit:36,quot:53,rais:20,ramnath:56,ran:36,rand:[36,39,41,48,55],random:[3,7,10,15,16,20,24,25,39,48,49,55],randomli:56,randomnumberse:38,rang:[3,10,16,20,24,39,41,49,53,55],rank:[10,16,23,42,50,52],rare:3,rate:[7,9,12,15,34,37,49,52,54,56,57],rather:[5,42,56],ratio:39,raw:[10,16,25,52,56],raw_meta:54,rdma:[26,39],rdma_tcp:[38,39],reach:[36,55],read:[2,3,20,23,24,25,32,37,42,50,52,54],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_ranking_model_data:23,reader:[22,57],reader_creator_bool:24,reader_creator_random_imag:[20,24],reader_creator_random_image_and_label:[20,24],reader_dict:20,readi:[25,42,43,49],readm:[53,54,56],readonesamplefromfil:3,readwritemani:42,real:[3,24,25,48],realist:23,reason:[10,11,17,23,27,43],rebas:33,recal:9,receiv:8,recent:57,reciev:39,recogn:49,recognit:[3,10,16,50,56],recommand:3,recommend:[2,11,17,23,32,34,37,39,54],recommonmark:26,recompil:36,record:[42,54,55],recordio:23,recov:[25,48],rectangular:[10,16],recurr:[55,56],recurrent_group:[11,17,32],recurrent_lay:11,recurrentgroup:9,recurrentlay:39,recurs:27,recv:42,reduc:[12,37,39,41],refer:[2,5,7,8,10,11,12,15,16,17,32,34,37,43,47,49,52,54,57],referenc:10,regard:55,regardless:57,regex:54,region:[36,55],regist:[34,36],register_gpu_profil:36,register_lay:34,register_timer_info:36,registri:43,regress:[9,30,51],regression_cost:[25,54],regular:[7,12,15,34,42,49,52,56],rel:[2,11,17,37],relat:[3,8,29,43,54,56],relationship:[25,48],releas:[26,27,29,42,53,55],relev:[55,57],reli:26,relu:[6,10,16,34],reluactiv:10,remain:52,remot:[7,15,27,33,34,37,39,41,42],remoteparameterupdat:39,remov:[20,37,39,56],renam:57,reorgan:[10,16],repeat:10,replac:56,repo:33,report:[36,37],repositori:33,repres:[3,5,10,12,16,32,34,42,49,52,53],represent:[52,56],reproduc:57,request:[42,43,47,57],requir:[2,9,10,16,23,34,37,42,43,48,49,52,54],requrest:33,res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[10,16,49,53,56],resembl:56,reserv:3,reserveoutput:34,reset:[10,16],reshap:24,reshape_s:[10,16],residu:50,resnet:51,resnet_101:50,resnet_152:50,resnet_50:50,resolv:[33,43],resourc:[27,42],respect:[3,25,32,34,39,49,50,55,57],respons:[10,16,42,43],rest:[3,10,16,25],restart:[42,43],restartpolici:[42,43],restrict:39,resu:24,result:[5,9,10,14,16,22,32,36,39,42,49,50,52,54,55,56],result_fil:[9,32],ret_val:54,retir:53,retran:42,retriev:[34,43],return_seq:[11,17],reus:[24,34],reveal:23,revers:[10,11,16,17,32,55,56],review:[33,43,52,56],reviews_electronics_5:43,revis:52,rewrit:57,rgb:[10,16],rgen:56,rho:12,rich:25,right:[3,10,16,50],rmsprop:[12,52],rmspropoptim:54,rnn:[10,11,17,35,38,52,56],rnn_bias_attr:32,rnn_layer_attr:32,rnn_out:32,rnn_step:10,rnn_use_batch:[38,39],rnnlm:20,robot:49,role:[23,32,42,51,56],roman:56,romanc:53,root:[12,19,27,37,42,43],root_dir:37,rot:[10,16],rotat:10,roughli:[3,48],routin:54,routledg:56,row:[5,9,10,16,20,34,50],row_id:[10,16],rsize:42,rtype:54,rule:[34,42],run:[23,27,33,34,35,36,39,42,44,45,47,49,50,52,54,56,57],runinitfunct:36,runtim:[2,3,26,37],s_fusion:54,s_id:54,s_param:48,s_recurrent_group:32,sacrif:2,sai:[25,39,41],sake:34,sale:53,same:[3,5,8,9,10,11,16,17,23,32,37,41,42,47,52,54,55,56,57],samping_id:[10,16],sampl:[3,5,9,20,37,39,41,47,48,50,52,54,55,56,57],sample_dim:48,sample_id:9,sample_num:9,santiago:56,satisfi:[37,42,52],save:[3,10,16,20,25,39,41,42,43,49,50,52,54,55,56,57],save_dir:[25,39,41,43,48,49,52,54,55,56,57],save_only_on:[38,39],saving_period:[38,39],saving_period_by_batch:[38,39,41,52],saw:3,scalabl:0,scalar:[3,10,16],scale:[0,10,14,50,53,54],scalingproject:[10,16],scatter:10,scenario:[25,38],scene:38,schdule:42,schedul:[42,48],scheduler_factor:[7,15],schema:47,scheme:[9,12,55],schmidhub:56,schwenk:57,sci:53,scienc:56,scientist:[0,53],score:[9,10,16,54,56,57],screen:54,scrip:52,script:[5,20,27,37,42,49,50,52,55,56,57],seaplane_s_000978:49,search:[10,26,32,39,55,57],seat:57,second:[3,10,16,20,23,24,25,33,37,47,50,52,53,54,56],secret:42,section:[3,32,34,37,42,52],sed:56,see:[3,5,10,11,16,17,23,25,33,36,42,47,48,50,52,54,56,57],seed:[36,39],segment:9,segmentor:47,sel_fc:[10,16],select:[10,16,33,42,53,57],selectiv:[10,16],selector:43,self:[25,34,53,56],selfnorm:[10,16],semant:[23,32,51,56],semat:23,sen_len:55,send:[39,42],sens:10,sent:[23,43],sent_id:32,sentenc:[3,10,32,52,55,56,57],sentiment:[3,25,51,52,55],sentiment_data:56,sentiment_net:56,sentimental_provid:3,separ:[3,9,39,47,52,53,54,55,57],seq:[10,16,54],seq_pool:[10,16],seq_text_print:9,seq_to_seq_data:[47,57],seq_typ:[3,20,54],seqtext_printer_evalu:32,seqtoseq:[10,32,47,57],seqtoseq_net:[10,32,47,57],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,34,47,52,54,55,56,57],sequence_conv_pool:52,sequence_layer_group:10,sequence_nest_layer_group:10,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[8,10,16,32,52,55],seri:[11,17,56],serial:3,serv:[27,36,42,48],server:[23,27,34,37,38],servic:53,session:36,set:[2,3,5,7,9,10,11,15,16,17,20,23,25,26,27,29,32,34,35,36,37,38,39,41,42,43,47,49,50,52,53,54,55,56,57],set_active_typ:34,set_default_parameter_nam:[7,15],set_drop_r:34,set_siz:34,set_typ:34,setp:42,settup:34,setup:[3,34,52],sever:[3,10,16,37,41,42,51,52,54,55,56,57],sgd:[12,23,37,48,56,57],sgdasync_count:38,shallow:55,shape:[10,16,50],shard:42,share:[10,16,26,27,36,39,43,55],shared_bia:[11,17],shared_bias:[10,16],shell:[42,50],shift:50,ship:49,shold:56,shop:56,shorter:50,should:[3,5,9,10,12,16,20,22,23,24,25,29,32,33,37,42,49,52,54,55,56,57],should_be_fals:23,should_be_tru:23,should_shuffl:[3,55],shouldn:33,show:[5,12,16,25,33,39,42,43,47,50,52,54,55,56,57],show_check_sparse_distribution_log:[38,39],show_layer_stat:[38,39],show_parameter_stats_period:[38,39,41,43,52,55,56,57],shown:[3,9,10,16,23,32,34,36,42,48,49,50,52,54,56,57],shrink:34,shuf:54,shuffl:[3,20,54,56],sid:42,side:[10,16,50],sig:42,sigint:37,sigmoid:[6,10,16,17,34],sigmoidactiv:[10,11],sign:42,signal:37,signatur:42,signific:36,similar:[10,16,24,42,52,54],similarli:[10,16,55],simpl:[2,3,9,10,11,14,16,17,20,26,30,33,36,39,52,54,55,56],simple_attent:32,simple_gru:52,simple_lstm:[10,16,52],simple_rnn:[10,32],simplest:42,simpli:[2,10,16,23,26,27,32,33,36,47,50,54,56,57],simplifi:[23,34,43],simultan:42,sinc:[10,16,24,25,36,42,48,52,53,57],sincer:[33,56],singl:[3,9,11,12,17,20,27,34,37,43,50,52,55,57],site:42,six:[47,55,57],size:[3,9,10,11,12,16,17,20,24,25,32,34,37,39,48,49,50,52,53,54,55,56,57],size_a:[10,16],size_b:[10,16],size_t:34,sizeof:47,skill:57,skip:[24,25,37,42,50],slide:12,slightli:49,slope:[10,16],slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,slow:[3,36],small:[3,34,37,39,49,57],small_messag:[38,39],small_vgg:49,smaller:[10,16],smith:56,snap:43,snapshot:42,snippet:[32,34,36,42,52],social:56,sock_recv_buf_s:[38,39],sock_send_buf_s:[38,39],socket:39,softmax:[6,10,11,16,17,23,32,34,47,52,55,56],softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[32,52],softrelu:6,softwar:36,solv:[23,55],solver:57,some:[3,7,10,12,15,16,20,23,25,26,33,34,36,38,39,41,42,48,52,53,54,55,56,57],somedata:22,someth:[3,10,16],sometim:[12,24,36,56],sophist:[25,34,37],sort:[10,16,20,39,42,54,56,57],sourc:[0,8,10,16,24,25,27,30,32,33,42,43,47,52,54,57],source_dict_dim:32,source_language_word:32,space:[9,32,36],space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[3,7,10,12,15,16,20,34,37,39,42,52],sparse_binary_vector:[3,20,52],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15],sparse_value_slot:20,sparse_vector:20,sparse_vector_sequ:20,sparseparam:34,sparseprefetchrowcpumatrix:34,spatial:[10,16,49],speak:[32,57],spec:[42,43],specfii:39,speci:49,special:[10,26,47,52,57],specif:[2,41,49,52,54],specifi:[2,3,9,10,16,20,23,25,26,32,34,39,42,48,49,50,52,53,54,56,57],speech:[10,16],speed:[11,17],spefici:50,sphinx:26,sphinx_rtd_them:26,split:[3,10,16,37,41,42,47,50,52,55],split_count:42,spp:10,sql:2,squar:[6,10,12,16,19,25],squarerootn:13,squarerootnpool:[10,16],squash:57,srand:39,src:57,src_backward:32,src_dict:32,src_embed:32,src_forward:32,src_id:32,src_root:5,src_word_id:32,srl:55,ssh:[27,37,42,43],sshd:27,ssl:26,sstabl:23,stabl:42,stack:[25,42,52,55],stacked_lstm_net:56,stacked_num:56,stackexchang:[10,16],stage:37,stake:57,stale:33,stamp:36,standard:[7,15,47,49,55,56,57],stanford:[20,43],stanh:6,star:53,start:[10,16,25,27,32,33,36,37,39,46,47,51,54,57],start_pass:[38,39],start_pserv:39,startup:42,stat:[26,36,39,55,56,57],state:[10,11,16,17,25,32,39,43,48,55,57],state_act:[10,11,16,17],statement:[34,42],staticinput:[10,32],statist:[10,16,39,52,55,56,57],statset:36,statu:[9,33,36,42,43],status:43,std:[34,39],stderr:37,stdout:37,step:[5,10,11,12,16,17,19,32,34,36,37,42,43,52,54,55,56,57],still:50,stmt1482205552000:42,stmt1482205746000:42,stochast:12,stock:56,stop:[10,37,39,43,54],storag:[42,43,49],store:[9,10,16,34,37,39,42,43,47,49,50,52,54,55,56,57],str:[22,41],straight:33,strategi:[3,19,39,55],street:[10,16,55],strength:48,strict:24,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[2,3,8,9,10,16,34,39,42,56],strip:[52,54,55],structur:[20,37,42,47,49,52,54,55,56,57],sts:42,stub:[10,16],student:53,stuff:33,stun:3,style:[3,10,16,26,33],sub:[9,10,16,20,23,32,34,49,52,57],sub_sequ:3,subgradi:12,submit:[33,38,39,42],subnet0:42,subnet:[23,42],subobjectpath:43,subsequenceinput:10,subset:[34,57],substanti:50,substitut:57,succe:56,succeed:43,success:[42,43,50,55],successfulcr:43,successfuli:56,successfulli:[50,54,56],successor:[39,57],sucessfulli:57,sudo:[26,29,42,49],suffic:[24,25],suffici:39,suffix:57,suggest:[10,16,36],suitabl:[33,39,49],sum:[9,10,12,13,16,32,34],sum_to_one_norm:10,summar:[52,56],sumpool:[10,16],support:[7,9,10,12,15,16,19,20,24,26,27,29,32,34,36,39,42,55],suppos:[25,34,52],sure:[33,34,42,49,56],survei:56,swap_channel:50,swig:[5,26],swig_paddl:[5,20,48],symbol:10,sync:[33,39,48],syncflag:34,synchron:[12,37,39,42],syntact:55,syntax:[24,54],synthect:25,synthes:48,synthet:25,sys:50,system:[26,27,37,43,52,55,56,57],t2b:47,tab:52,tabl:[3,10,16,50,52,57],tableproject:[10,16],tag:[9,32],tagtyp:9,take:[3,5,9,10,11,16,17,23,32,34,36,42,43,48,55,57],taken:[3,55],tanh:[6,10,11,16,17,34],tanhactiv:[10,11,32],taobao:56,tar:[20,26,42],tarbal:42,target:[10,16,32,47,52,57],target_dict_dim:32,target_language_word:32,targetinlink:10,task:[3,9,10,16,25,32,41,47,50,55,56,57],tconf:56,tcp:[39,42],teach:52,tear:36,technician:53,techniqu:[32,34],tee:[43,49,54,55,56,57],tell:[36,54],tellig:56,templat:[43,55],tempor:[10,16,52,55],tensor:10,term:[10,11,16,17,55,56],termin:[27,43],terminolog:25,tese:2,tesh:55,test:[2,3,8,9,10,16,20,23,24,26,27,29,33,36,37,38,47,49,50,52,53,57],test_all_data_in_one_period:[43,49,54,55,56],test_data:57,test_fcgrad:34,test_gpuprofil:36,test_layergrad:34,test_list:[3,8,25,49,52],test_part_000:56,test_pass:[38,39,41,57],test_period:[38,39,41],test_ratio:54,test_wait:[38,39],testa:23,testb:23,testbilinearfwdbwd:36,testconfig:34,tester:[54,57],testfcgrad:34,testfclay:34,testlayergrad:34,testmodel_list:38,testq:23,testsave_dir:38,testutil:34,text:[2,3,9,11,17,20,23,27,32,42,47,51,52,54,56],text_conv:52,text_conv_pool:54,text_fil:[20,56],tflop:36,tgz:26,than:[3,5,7,9,10,11,12,15,16,17,26,27,32,34,37,42,50,55,56,57],thank:[0,47,57],thei:[3,23,25,32,34,36,37,38,42,50,56],them:[2,3,11,17,23,24,25,27,32,36,38,39,42,49,50,52,54,56,57],theori:36,therefor:26,therein:[10,16],therun:50,thi:[2,3,7,8,9,10,11,12,15,16,17,20,23,24,25,26,27,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],thing:[3,25,32,33,36,54,55],think:23,third:[10,16,36,50,56],those:[50,55],thought:36,thread:[34,36,39,41,54,55,56,57],thread_local_rand_use_global_se:[38,39],threadid:41,threadloc:36,three:[3,9,10,12,16,24,25,32,39,48,50,56,57],threshold:[7,9,12,15,39,56],thriller:53,through:[5,10,16,32,34,36,37,47,48,49,56,57],throughout:52,throughput:36,thu:[3,10,16,25,34,42,57],tier:43,tight:26,time:[3,10,11,16,17,19,20,23,24,25,32,36,39,41,43,52,53,55,56,57],timelin:[10,16,36],timeo:42,timer:26,timestamp:[10,16,53],timestep:[3,10,16],titil:54,titl:[33,53,54],tmall:56,todo:[9,11,17,20,22],toend:[10,16],togeth:[3,10,11,16,17,20,32],token:[9,10,23,32,47,56,57],too:[27,29],tool:[32,33,42,56],toolchain:26,toolkit:[26,29],top:[9,50,55],top_k:9,topolog:[16,23],toronto:[20,49],total:[9,24,36,37,43,47,57],total_pass:24,touch:56,tourism:56,tourist:57,toward:25,tra:57,track:10,tractabl:10,tradesman:53,tradit:[10,16],trail:20,train:[1,2,3,5,7,8,9,10,12,15,16,20,30,32,34,35,36,38,44,45,50],train_conf:[47,57],train_config_dir:42,train_data:57,train_id:42,train_list:[3,8,25,49,50,52],train_part_000:56,trainabl:[10,16],traindot_period:38,trainer:[3,5,23,25,34,37,39,41,48,52,55,56,57],trainer_config:[2,3,25,37,42,43,52,54,56],trainer_config_help:[3,6,7,8,9,10,11,12,13,25,34,49,52,54],trainer_count:[38,39,41,42,43,54,55,56,57],trainer_id:[39,42],trainerintern:[52,54,57],training_machin:48,trainingtest_period:38,trainonedatabatch:48,tran:[10,34,39],trane:3,transact:56,transfer:[2,3],transform:[10,16,32,34,48,49,52,55],transform_param_attr:[11,17],translat:[10,11,17,25,47,54,56,57],transpar:37,transport:39,transpos:[10,16,34,48],transposedfullmatrixproject:[10,16],travel:[3,11],travi:[26,33],treat:[10,16,32],tree:[10,16,27,33,39,57],trg:57,trg_dict:32,trg_dict_path:32,trg_embed:32,trg_id:32,trg_ids_next:32,triain:2,trivial:3,trn:52,truck:49,true_imag:24,true_label:24,true_read:24,truth:[9,10,16,52,57],tst:52,tune:[7,15,35,52,54,57],tuninglog_barrier_abstract:38,tupl:[3,8,10,11,16,20,24],ture:[10,16],turn:[10,24,48],tutori:[32,33,34,36,37,42,43,44,45,46,50,52],tweet:56,twelv:57,twitter:56,two:[2,3,10,11,16,17,23,24,25,32,36,37,41,42,47,48,49,50,52,54,55,56,57],txt:[3,34,37,42,52,54,56],type:[3,8,9,10,11,12,16,17,19,20,22,23,24,25,32,34,39,41,42,43,49,50,52,54,55],type_nam:[10,54],typic:[5,9,36,56],ubuntu:29,ubyt:24,uci:20,ufldl:[10,16],uid:43,unbalanc:39,unbound:32,unconstrain:56,under:[25,26,42,53,56],underli:25,understand:[27,36,47,49,56],understudi:57,undeterminist:36,unemploi:53,unexist:55,uniform:[7,10,15,16,20,24,39,48],uniqu:[23,33,39,42],unique_ptr:34,unit:[10,11,16,17,25,26,27,32,33,55],unittestcheckgrad_ep:38,univ:57,unix:37,unk:[47,57],unk_idx:[52,55],unknown:[10,16],unlabel:56,unlik:[55,56,57],unseg:[10,16],unsup:56,unsupbow:56,until:[37,42,55],unus:54,unzip:54,updat:[7,10,12,15,16,26,34,37,39,41,56],updatecallback:34,updatestack:42,upon:[0,55],upstream:33,uri:42,url:[29,56],urls_neg:56,urls_po:56,urls_unsup:56,usag:[2,3,9,10,11,16,17,20,22,25,36,47,48,54],use:[0,2,3,5,7,8,9,10,11,12,15,16,17,19,20,23,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],use_global_stat:[10,16],use_gpu:[38,39,41,43,48,49,50,52,54,55,56,57],use_jpeg:49,use_old_updat:[38,39],use_seq:[25,54],use_seq_or_not:54,used:[2,3,5,9,10,11,12,16,17,19,20,23,24,25,28,29,32,34,36,37,38,39,41,42,47,49,50,52,54,55,56,57],useful:[2,3,10,11,17,32,34,41,52,55,56],usegpu:[34,48],useless:37,user:[2,3,7,9,10,11,15,16,17,20,22,23,24,25,27,33,37,38,39,42,50,52,55],user_featur:54,user_head:54,user_id:54,user_meta:54,user_nam:54,userid:53,usernam:33,uses:[3,32,33,34,39,42,49,50,52,54,57],using:[2,3,5,7,8,10,15,16,20,23,24,25,27,32,33,34,36,39,41,42,43,47,48,49,50,52,55,56],usr:[26,27,37,39,42],usrdict:47,usrmodel:47,usual:[10,16,20,25,26,27,36,39,41,42,56],utf:47,util:[5,26,32,34,36,49,54,56],v28:[10,16],valid:[24,42,50,56],valu:[3,5,7,9,10,12,15,16,19,20,22,25,32,34,39,41,42,48,49,50,55,56],value1:39,value2:39,value_rang:20,vanilla:32,vanish:56,vari:[36,42],variabl:[3,10,16,20,23,25,26,29,34,37,42,43,56],varianc:[10,16,50],vast:33,vector:[3,10,11,16,17,20,23,32,34,47,52,54,56,57],vectorenable_parallel_vector:38,verb:55,veri:[3,10,16,19,32,36,49,52,56],verifi:[33,34],versa:26,version:[10,11,16,17,26,27,29,34,36,37,38,39,42,43,47,49,53,55,56,57],versu:23,vertic:[10,16,50],vgg:[11,17,49],vgg_16_cifar:49,via:[24,26,36,37,42,52],vice:26,view:[10,16],vim:33,virtualenv:54,vision:49,visipedia:49,visual:[10,16,27,36],viterbi:55,voc_dim:52,vocab:56,volum:[27,43],volumemount:[42,43],volumn:42,voluntarili:53,vutbr:20,wai:[3,10,11,16,17,23,25,27,32,34,37,41,54,55,57],wait:[12,39],walk:[5,48],wall:55,want:[3,10,11,16,17,23,24,25,26,27,34,39,41,47,50,52,54,55,56],war:53,warn:[10,16],warp:[10,16,36],wbia:[42,50],web:27,websit:[49,52,55,56],wei:[55,56],weight:[9,10,11,12,16,17,32,34,39,41,49,50],weight_act:[11,17],weightlist:34,weights_:34,weights_t:34,welcom:[54,56],well:[34,39,42,49,52],west:42,western:53,wether:[10,16],what:[7,10,11,12,15,16,17,25,37,52,54],wheel:26,when:[2,3,7,9,10,12,15,16,20,29,32,33,34,36,39,41,42,43,47,48,49,55,56,57],whenev:54,where:[3,10,11,12,16,17,23,25,32,34,36,37,39,41,47,50,55,57],whether:[9,10,11,16,17,24,34,39,48,49,54,56,57],which:[0,2,3,5,9,10,11,12,16,17,20,23,24,25,29,32,34,36,37,39,41,42,48,49,50,52,53,54,55,56,57],whichev:48,whl:26,who:[47,50,53],whole:[3,9,20,42,43,52,53,54,57],whole_cont:54,whose:[3,20,32,54,55],why:[11,17],wide:55,width:[9,10,16,20,24,34,49,57],wiki:[10,16],wikipedia:[10,16],wilder:3,window:[10,16,19,27,56],wise:[10,16],with_avx:27,with_avxcompil:26,with_doccompil:26,with_doubl:34,with_doublecompil:26,with_dsocompil:26,with_gpucompil:26,with_profil:36,with_profilercompil:26,with_pythoncompil:26,with_rdmacompil:26,with_style_checkcompil:26,with_swig_pycompil:26,with_testingcompil:26,with_tim:36,with_timercompil:26,within:[10,25],without:[9,10,16,24,37,56],wmt14:57,wmt14_data:57,wmt14_model:57,wmt:57,woboq:27,won:[36,50],wonder:3,word:[3,9,10,20,32,41,51,54,55,56,57],word_dict:[52,55],word_dim:52,word_id:3,word_slot:55,word_vector:52,word_vector_dim:[32,47],words_freq_sort:20,work:[3,5,20,23,24,26,27,32,33,34,36,37,39,42,43,52,54],worker:42,workercount:42,workflow:[33,42],workspac:[39,54],worri:25,wors:48,would:[22,24,27,37,42,48,52,55],wouldn:27,wrap:55,wrapper:[11,17,36],writ:54,write:[3,20,23,24,32,33,35,37,42,49,54,55,57],writelin:25,writer:[23,53],written:[54,56],wrong:[3,24],wsize:42,wsj:55,www:[10,16,20,27,49,57],x64:26,xarg:[27,34],xgbe0:39,xgbe1:39,xiaojun:56,xrang:[24,25,34],xxbow:56,xxx:[23,27,50,57],xxxxxxxxx:42,xxxxxxxxxx:42,xxxxxxxxxxxxx:42,xxxxxxxxxxxxxxxxxxx:42,xzf:26,y_predict:25,yaml:[42,54],yann:20,year:53,yeild:49,yield:[3,20,23,24,25,32,52,54,55,56],you:[2,3,5,7,10,11,12,15,16,17,25,26,27,29,32,33,34,36,37,39,41,42,47,48,49,50,52,54,55,56,57],your:[3,10,16,23,26,27,34,36,37,41,42,52,56],your_access_key_id:42,your_secrete_access_kei:42,yum:26,yuyang18:[11,17,20,22],yyi:27,zachari:56,zeng:56,zero:[3,7,10,12,15,16,20,34,39,42,52],zhidao:47,zhou:[55,56],zip:53,zone:42,zxvf:42,zzz:27},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","Datasets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Python Data Reader Design Doc","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"case":41,"class":34,"function":47,"new":34,"return":24,AWS:42,Abs:14,DNS:42,EFS:42,For:43,KMS:42,Use:[41,43],Using:[27,33],about:0,absactiv:6,access:42,account:42,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,add:42,address:42,addto:16,addto_lay:10,adversari:48,aggreg:[10,16],algorithm:52,analysi:56,api:[1,4],appendix:52,applic:4,approach:36,architectur:[32,52],argument:[24,38,41,52],asset:42,associ:42,async:39,attent:32,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,avx:27,aws:42,background:25,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:24,batch_norm:16,batch_norm_lay:10,batch_siz:24,beam_search:[10,16],between:23,bidirect:56,bidirectional_lstm:[11,17],bilinear_interp:16,bilinear_interp_lay:10,bleu:57,block_expand:16,block_expand_lay:10,book:27,brelu:14,breluactiv:6,bucket:42,build:[26,28,43],built:36,cach:3,cento:26,check:[10,16,34,37],chines:47,choos:42,chunk_evalu:9,cifar:20,classif:[9,49],classification_error_evalu:9,classification_error_printer_evalu:9,clone:33,cloudform:42,cluster:[37,41,42],code:33,column_sum_evalu:9,command:[40,41,52,57],commit:[33,43],common:39,commun:39,compos:24,concat:16,concat_lay:10,concept:42,config:[4,41,54,55],configur:[21,32,35,37,42,52,54],conll05:20,connect:[10,16],contain:[27,43],content:[36,42],context_project:[10,16],contribut:33,conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,convolut:[49,52],core:42,cos_sim:[10,16],cost:[10,16],cpu:[27,41],creat:[24,33,42,43],creator:24,credenti:42,credit:0,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cudnnavg:19,cudnnmax:19,custom:24,dat:53,data:[10,16,20,24,25,32,42,43,47,48,49,52,54,55,56,57],data_lay:10,datafeed:20,dataprovid:[3,4,39],dataset:[20,53,54,57],datasourc:8,datatyp:20,date:33,debian:29,decayedadagrad:18,decayedadagradoptim:12,decor:24,defin:[42,52,56,57],delet:42,delv:49,demo:42,depend:26,deriv:34,descript:[39,48,53,55],design:[23,24],destroi:42,detail:[39,49],develop:[27,35],devic:41,dictionari:[24,47],differ:41,directori:42,distribut:[23,37,39,42],doc:[23,24],docker:[27,43],document:[27,46],dotmul_oper:[10,16],dotmul_project:[10,16],down:42,download:[26,42,43,47,50,54,57],dropout_lay:[11,17],ec2:42,elast:42,embed:[16,47,52],embedding_lay:10,entri:24,eos:16,eos_lay:10,equat:34,evalu:[9,25,54],evalutaion:57,event:[22,23],exampl:[23,47,48],exercis:49,exp:14,expactiv:6,expand:16,expand_lay:10,extern:42,extract:[47,50,54,57],fc_layer:10,featur:[50,53,54,55],field:54,file:[42,43,52,53,54],find:42,first_seq:[10,16],fork:33,format:52,from:[23,26,28],full_matrix_project:[10,16],fulli:[10,16],gan:48,gate:32,gener:[32,48,57],get:[30,43],get_output:16,get_output_lay:10,github:33,gpu:[27,36,39,41],gradient:34,gradient_printer_evalu:9,group:[10,16,42],gru:[11,17,39],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],guid:29,hand:36,handler:23,hook:33,how:[24,35,36],hsigmoid:[10,16],huber_cost:[10,16],iam:42,ident:14,identity_project:[10,16],identityactiv:6,imag:[10,11,16,17,27,43,49],imagenet:50,imdb:[20,56],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:[24,34,48],infer:[22,52],info:50,ingredi:23,init_hook:3,initi:[41,42],input_typ:3,inspect:42,instal:[26,28,29,42,52],instanc:42,integr:42,interfac:[20,24,50],interpol:16,interpolation_lay:10,introduct:[2,47,50,56,57],isn:24,job:[37,42,43],join:[10,16],keep:33,kei:42,kill:37,kube:42,kubectl:42,kubernet:[42,43],label:55,lambda_cost:[10,16],last_seq:[10,16],lastest:33,launch:37,layer:[10,16,23,34,41],layeroutput:10,layertyp:10,learn:39,line:[40,52],linear:[14,25],linear_comb:16,linear_comb_lay:10,linearactiv:6,list:24,local:[41,42],log:[14,52],logactiv:6,logist:52,lstm:[11,17,39,55,56],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:24,math:[10,16],matrix:39,max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16],meta:54,metric:39,mini:24,minibatch:20,misc:[11,17],mix:[10,16,41],mixed_lay:10,mnist:[20,48],model:[3,4,21,23,25,31,32,37,41,47,48,49,50,51,52,57],modifi:43,momentum:18,momentumoptim:12,movi:[53,54],movielen:[20,53,54],multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:24,name:42,nce:16,nce_lay:10,need:[24,36],network:[11,17,32,41,48,49,50,52,54,55],neural:[32,49,52,54,55],neuralnetwork:25,nlp:[11,17,39],non:[3,27],norm:[10,16],nvprof:36,nvvp:36,object:54,observ:[47,50],onli:[24,27],optim:[12,18,35,52],option:[26,47],outlin:38,output:[11,37,42],overview:52,packag:29,pad:16,pad_lay:10,paddl:[24,43],paddlepaddl:[23,27,28,42,46,47,57],pair:42,parallel_nn:41,paramet:[7,15,22,23,39,40,42,47,50],paraphras:47,pass:41,perform:[36,39],pnpair_evalu:9,point:42,pool:[10,13,16,19],pooling_lay:10,power:16,power_lay:10,pre:33,precision_recall_evalu:9,predict:[5,49,50,54,55,56],prefetch:24,prepar:[25,32,37,42,47,48,49,54,56,57],preprocess:[47,49,52,54,57],prerequisit:37,pretrain:[47,57],print:9,privat:42,problem:25,profil:36,provid:[3,24,52,54,55],pull:33,push:33,pydataprovider2:3,python:[5,24,34,50,52,54],quick:52,randomnumb:39,rank:9,rank_cost:[10,16],rat:54,rate:53,reader:[20,23,24],recurr:[10,11,16,17,32,52],recurrent_group:[10,16],recurrent_lay:10,refer:[3,36,55,56],region:42,regress:[25,52,54],relu:14,reluactiv:6,render:42,repeat:16,repeat_lay:10,request:33,requir:[26,33],reshap:[10,16],resnet:50,result:[37,43,57],revis:[33,47],rmsprop:18,rmspropoptim:12,rnn:[31,32,39],role:55,rotat:16,rotate_lay:10,route53:42,run:[37,43,55],sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:16,scaling_lay:10,scaling_project:[10,16],script:43,secur:42,selective_fc:16,selective_fc_lay:10,semant:55,sentiment:[20,56],seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:32,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,sequenti:3,server:[39,42],servic:42,set:[12,40],setup:[26,42],sgd:39,share:23,shuffl:24,sigmoid:14,sigmoidactiv:6,simpl:[25,32],simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:24,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,sourc:[26,28],span:26,spars:41,specifi:[41,47],split:54,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:56,standard:52,stanh:14,stanhactiv:6,start:[23,30,42,43,52],startup:43,structur:48,suffici:24,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,summari:52,sumpool:13,system:42,table_project:[10,16],take:24,tanh:14,tanhactiv:6,tear:42,templat:42,tensor:16,tensor_lay:10,test:[34,39,41,54,55,56],text:57,text_conv_pool:[11,17],timer:36,tip:36,toi:48,tool:36,train:[22,23,24,25,37,39,41,42,43,47,48,49,52,54,55,56,57],trainer:[22,42,54],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,transfer:52,tune:[36,39],tutori:[47,49,51,55,56,57],ubuntu:26,uci_h:20,unit:[34,39],updat:[23,33,42],usag:[24,27,35],use:24,user:[47,53,54,56,57],util:9,value_printer_evalu:9,vector:39,verifi:42,version:33,vgg_16_network:[11,17],visual:50,volum:42,vpc:42,warp_ctc:16,warp_ctc_lay:10,what:36,why:[24,36],wmt14:20,word:[47,52],workflow:57,workspac:37,wrapper:34,write:[34,52],yaml:43,your:33,zoo:[50,51]}})
\ No newline at end of file
+Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/reader/README","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/reader/README.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]},"paddle.trainer_config_helpers":{attrs:[7,1,0,"-"],data_sources:[8,1,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,2,1,""],ExtraLayerAttribute:[7,3,1,""],ParamAttr:[7,2,1,""],ParameterAttribute:[7,3,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,4,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"],"2":["py","attribute","Python attribute"],"3":["py","class","Python class"],"4":["py","method","Python method"]},objtypes:{"0":"py:function","1":"py:module","2":"py:attribute","3":"py:class","4":"py:method"},terms:{"0000x":52,"00186201e":5,"00m":36,"02595v1":[10,16],"03m":36,"0424m":36,"0473v3":[11,17],"055ee37d":42,"05d":49,"0630u":36,"06u":36,"0810u":36,"08823112e":5,"0957m":36,"0ab":[10,16],"0rc1":27,"0th":57,"10007_10":56,"10014_7":56,"100gb":36,"100gi":42,"10m":36,"1150u":36,"11e6":43,"12194102e":5,"124n":36,"13m":43,"1490u":36,"15501715e":5,"1550u":36,"15mb":52,"1636k":57,"16mb":52,"16u":36,"173m":50,"173n":36,"1770u":36,"18ad":42,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":43,"197u":36,"1gb":36,"1st":[47,50,56,57],"202mb":57,"210u":36,"211839e770f7b538e2d8":[11,17],"215n":36,"228u":36,"234m":50,"2520u":36,"252kb":52,"25639710e":5,"25k":52,"2680u":36,"27787406e":5,"279n":36,"27m":36,"285m":36,"2863m":36,"28m":36,"28x28":3,"2977m":36,"2cbf7385":42,"2nd":[10,16,56,57],"302n":36,"30u":36,"32777140e":5,"328n":36,"32u":36,"32x32":49,"331n":36,"3320u":36,"36540484e":5,"365e":42,"36u":36,"3710m":36,"3768m":36,"387u":36,"38u":36,"3920u":36,"39u":36,"3rd":[54,56,57],"4035m":36,"4090u":36,"4096mb":39,"4279m":36,"43630644e":5,"43u":36,"448a5b355b84":43,"4560u":36,"4563m":36,"45u":36,"4650u":36,"4726m":36,"473m":43,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":39,"50bd":42,"50gi":42,"51111044e":5,"514u":36,"525n":36,"526u":36,"53018653e":5,"536u":36,"5460u":36,"5470u":36,"54u":36,"55g":57,"5690m":36,"573u":36,"578n":36,"5798m":36,"586u":36,"58s":43,"5969m":36,"6080u":36,"6082v4":[10,16],"6140u":36,"6305m":36,"639u":36,"655u":36,"6780u":36,"6810u":36,"682u":36,"6970u":36,"6ce9":42,"6node":37,"6th":57,"704u":36,"70634608e":5,"7090u":36,"72296313e":5,"72u":36,"73u":36,"75u":36,"760u":36,"767u":36,"783n":36,"784u":36,"78m":36,"7eamaa":20,"7kb":43,"8250u":36,"8300u":36,"830n":36,"849m":36,"85625684e":5,"861u":36,"864k":57,"8661m":36,"892m":36,"901n":36,"90u":36,"918u":36,"9247m":36,"924n":36,"9261m":36,"93137714e":5,"9330m":36,"94u":36,"9530m":36,"96644767e":5,"983m":36,"988u":36,"997u":36,"99982715e":5,"99m":50,"99u":36,"9f18":43,"\u7ea2\u697c\u68a6":47,"\ufb01xed":57,"abstract":[34,39],"break":52,"case":[10,16,24,25,32,33,34,36,40,42,48,52],"char":54,"class":[5,7,10,12,14,15,16,17,19,20,23,38,49,56],"const":34,"default":[3,7,9,10,11,12,15,16,17,19,20,22,23,27,37,39,41,42,43,52,54,56,57],"export":[26,27,49],"final":[11,17,25,26,34,54,56],"float":[3,7,9,10,12,15,16,20,25,34,36,41,47,50,54],"function":[3,5,8,10,11,12,16,17,20,23,24,25,32,34,36,37,39,48,49,52,55,56,57],"import":[3,5,9,10,16,23,25,27,32,36,42,47,48,49,50,52,54,56,57],"int":[3,7,9,10,11,12,15,16,17,20,24,34,41,52,54,55],"long":[2,10,11,16,17,20,27,36,55,56],"new":[3,10,16,20,24,33,35,42,43,48,52,55,56],"null":[10,34,39,54],"public":[34,37,42,43,56],"return":[3,8,9,10,11,16,17,19,20,22,23,25,32,34,42,48,50,52,53,54,57],"short":[10,11,16,17,25,54,55,56],"static":[10,42],"super":34,"switch":[42,56],"throw":42,"true":[3,7,9,10,11,12,15,16,17,19,20,23,24,25,32,34,39,41,42,50,54,55,56,57],"try":[12,24,36,48,54],"void":34,"while":[2,3,7,9,15,20,24,32,39,48,52,56,57],AGE:[42,43],AND:54,ARE:54,AWS:[35,44,45],Abs:6,Age:53,And:[3,9,10,12,16,24,27,29,33,41,42,43,47,50,54,56,57],But:[3,10,11,16,17],EOS:[10,16],For:[2,3,8,9,10,12,16,20,23,24,25,26,27,32,34,36,37,38,39,41,47,49,50,52,56,57],Going:56,Has:3,IDs:52,Ids:52,Into:42,Its:[3,32,42,54],Not:[23,37],ONE:3,One:[9,10,11,17,32,34,39,48,52,56,57],QoS:43,THE:3,TLS:[23,42],That:[10,16,20,24,27,39,41],The:[2,3,5,7,8,9,10,11,12,14,15,16,17,20,22,23,24,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],Their:[3,10,16],Then:[5,10,26,27,32,33,34,36,42,43,47,49,54,55,56],There:[9,10,16,22,23,25,29,36,42,48,49,50,51,52,54,57],These:[37,41,49,55],USE:54,USING:54,Use:[3,23,24,34,36,39,40,42,54],Used:[11,17],Useful:3,Using:[43,56],VPS:42,WITH:33,Will:20,With:[3,10,11,16,17,25,48,55],Yes:27,___fc_layer_0__:42,__init__:34,__list_to_map__:54,__main__:50,__meta__:54,__name__:50,__rnn_step__:32,_error:48,_link:[11,17],_proj:[10,16],_res2_1_branch1_bn:50,_source_language_embed:[32,47],_target_language_embed:[32,47],aaaaaaaaaaaaa:42,abc:[10,16],abl:[10,16,23,48,56],about:[5,10,11,16,17,25,27,36,38,39,42,46,55,56,57],abov:[3,5,10,16,23,25,27,36,42,43,48,50,52,55],abs:[11,17,48],absolut:[2,37],academ:53,acceler:41,accept:[3,5,20,23,24,52,55],acceptor:55,access:[2,10,11,17,23,32,57],accessmod:42,accident:53,accord:[2,3,9,10,16,32,33,37,38,39,41],accordingli:[5,34],accordingto:55,accrod:[11,17],accuraci:[9,34,52,53,56],achiev:[36,49],ack:39,acl:56,aclimdb:56,aclimdb_v1:20,across:[10,16],act:[10,11,16,17,25,32,52],act_typ:52,action:[42,53],activ:[0,4,5,10,11,16,17,21,25,26,34,39,52,56],activi:[11,17],actual:[3,10,16,25,27],adadelta:[12,52],adagrad:[12,52],adam:[12,23,52,56,57],adamax:[12,52],adamoptim:[47,52,56,57],adapt:[9,12,25,56,57],add:[3,10,11,16,17,20,25,26,33,34,36,41,52,54],add_input:34,add_test:34,add_to:[10,16],add_unittest_without_exec:34,addbia:34,added:[3,9,34],adding:50,addit:[10,11,16,17,27,52],address:[27,36,39],addrow:34,addtion:37,addto:10,addtolay:[10,16],adject:56,adjust:25,admin:53,adopt:55,advanc:[32,36,39],advantag:[27,56],adventur:53,adverb:56,adversari:24,advic:36,affect:[10,16],afi:3,aforement:37,after:[10,16,26,29,32,34,37,39,41,42,43,48,49,50,52,54,55,56,57],again:[23,36],against:42,age:54,agg_level:[10,16],aggreg:42,aggregatelevel:[10,16],aid:36,aim:[56,57],aircraft:57,airplan:49,aistat:[10,16],alex:[10,16,56],alexnet_pass1:41,alexnet_pass2:41,algorithm:[10,12,16,25,32,47,49,56,57],alia:[6,7,13,14,15],align:[10,11,16,17,20,57],all:[0,3,7,9,10,12,15,16,22,23,25,27,32,33,34,36,37,38,39,41,42,43,47,48,50,52,53,54,55,56,57],alloc:[7,15,34,41],allow:[23,27,33,34,36,39,42,52],allow_only_one_model_on_one_gpu:[38,39,41],almost:[11,17,25,37,47],along:56,alreadi:[27,36,37,39,42,43,56],alreali:[38,57],also:[2,3,9,10,11,16,17,23,24,26,27,32,34,36,37,43,48,49,50,52,55,56],although:25,alwai:[5,10,11,16,17,24,25,39,42,57],amaz:49,amazon:[42,43,52,56],amazonaw:42,amazonec2fullaccess:42,amazonelasticfilesystemfullaccess:42,amazonroute53domainsfullaccess:42,amazonroute53fullaccess:42,amazons3fullaccess:42,amazonvpcfullaccess:42,ambigu:[24,55],amd64:42,amend:33,american:49,among:[42,56],amount:[36,56],analysi:[25,36,51,55],analyz:[52,56],andd:42,ani:[2,3,10,11,16,17,20,23,24,32,33,36,42,52,54,57],anim:53,annot:55,annual:55,anoth:[3,10,16,23,27,39,42,55,56],ans:42,answer:[25,42,55],anyth:[20,24,33,42,55],api:[16,20,23,26,34,36,42,46,48,52,54,56],apiserv:42,apivers:[42,43],apo:57,appar:57,appear:55,append:[3,24,32,34,37,54],appleclang:26,appleyard:36,appli:[0,10,11,16,17,32,34,49,52],applic:[27,36,42,43,56],appreci:[33,56],approach:[10,16],apt:[26,29,49],arbitrari:10,architectur:[47,55,56,57],architecur:56,arg:[3,8,9,10,11,12,16,17,20,25,27,38,48,49,50,52,54,55,56],arg_nam:[10,16],argu:55,argument:[3,5,8,10,16,20,32,34,39,40,47,48,49,50,54,55,56,57],argv:50,arn:42,around:[3,10,16,42],arrai:[5,10,16,20,22,24,25,50],art:[25,55],articl:[37,43],artifact:42,artifici:48,artist:53,arxiv:[10,11,16,17,48,56],aspect:56,assign:[10,39,42],associ:[55,56,57],assum:[10,16,32,41,47],assur:2,astyp:[24,48],async:[12,38],async_count:39,async_lagged_grad_discard_ratio:39,async_lagged_ratio_default:[38,39],async_lagged_ratio_min:[38,39],asynchron:39,atla:26,atlas_root:26,attenion:[11,17],attent:[10,11,17,57],attitud:56,attr:[7,11,15,16,17],attribut:[3,4,10,11,16,17,21,34,47,55],auc:[9,38],aucvalidationlay:39,authent:42,author:[42,50],authorized_kei:37,autmot:33,auto:[34,36,51,54],autom:[42,57],automak:26,automat:[10,16,23,26,27,32,34,37,38,39,42,54,55,57],automaticli:[10,16],automobil:49,avail:[26,42],availabel:26,averag:[9,10,12,16,19,39,50,52,54,55,56,57],average_test_period:[38,39,55],average_window:56,averagepool:[10,16],avg:[13,36,52],avgcost:[9,52,54,56,57],avgpool:[10,16,52],avoid:36,avx:[26,29],await:43,awar:[23,27,42],aws_account_id:42,awsaccountid:42,awskeymanagementservicepowerus:42,b2t:47,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,ba5f:42,back:[3,27],background:30,backward:[10,11,14,16,17,32,34,39,41],backward_first:32,backwardactiv:34,bag:[52,56],baidu:[0,10,16,25,29,33,43,47],baik:47,balanc:[39,42,48],balasubramanyan:56,bank:55,bardward:[11,17],bare:43,barrier:39,barrierstatset:36,base:[6,12,16,17,19,20,23,25,29,32,33,34,36,37,39,42,47,48,52,54,56,57],baseactiv:[10,11],basematrix:34,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,54],bash:[27,42,43],bashrc:26,basic:[3,10,33,34,52,53,56],batch:[3,9,10,11,12,16,17,20,22,23,34,37,39,42,43,48,49,50,52,54,55,56,57],batch_0:50,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:24,batch_siz:[3,12,20,22,25,37,47,48,49,52,54,56,57],batchsiz:[10,16,34],bcd:[10,16],beam:[10,32,39,55,57],beam_gen:[10,32],beam_search:32,beam_siz:[10,32,38,39,41],beamsiz:57,becaus:[5,10,16,23,24,32,33,34,41,42,49,52,55],becom:[33,36],been:[3,26,33,49,52,55,56,57],befor:[5,10,11,16,17,24,27,33,37,42,49,54,56,57],begin:[5,9,10,34],beginiter:[22,23],beginn:32,beginpass:[22,23],begintrain:23,behavior:36,being:[24,48],belong:[10,16,57],below:[3,10,16,24,32,34,36,37,42,48,49,52,54],benefit:[11,17],bengio:[10,16],bertolami:56,besid:[2,10,16,57],best:[8,10,16,26,27,39,52,54,56,57],best_model_path:55,besteffort:43,beta1:12,beta2:12,beta:50,better:[10,11,16,17,25,37,42,48,54],between:[10,12,16,25,33,42,48,52,53,56,57],bgr:50,bi_lstm:[11,17],bia:[10,11,12,16,17,32,34,50],bias:[10,16,34],bias_attr:[10,11,16,17,25,32],bias_param_attr:[11,17],biases_:34,biasparameter_:34,biassiz:34,bidi:43,bidirect:[11,17,32,55,57],bidirectional_lstm_net:56,big:36,biggest:56,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:36,bin:[26,27,37,42,43,54],binari:[3,9,10,16,20,36,42,47,52,56],bird:49,bison:26,bit:52,bitext:57,bla:26,blank:[10,16,42],block:[10,16,25,34,36,39,50,56],block_expand:10,block_i:[10,16],block_x:[10,16],blog:56,bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:56,bool:[3,7,9,10,11,12,15,16,17,19,20,34,39,41,52,54,56],boot:[10,32],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,32],boot_with_const_id:10,bootstrap:26,bos_id:[10,32],both:[0,7,10,11,14,15,16,17,23,27,32,34,36,42,48,50,52],bottleneck:[36,50],bottom:56,bow:[52,56],box:36,branch:[10,16,23,33],breadth:[39,57],brelu:6,brendan:56,brew:26,briefli:36,brows:27,browser:[27,42],bryan:56,bucket_nam:42,buf_siz:20,buffer:[3,20,24,39],buffered_read:24,bug:42,bui:56,build:[0,25,27,30,39,42,44,45,47,49,50,52,54,56,57],build_and_instal:27,built:[0,26,48,55],bunch:[36,52],bunk:56,button:[33,42],c99e:42,cach:[52,54,55],cache_pass_in_mem:[3,52,54,55],cachetyp:[3,52,54,55],calc_batch_s:[3,55],calcul:[3,9,10,11,12,16,17,32,34,36,39,41,48,54],call:[3,10,11,16,17,23,25,32,34,36,39,42,49,50,52,56,57],callabl:[3,10,20],callback:34,caller:42,caltech:49,can:[2,3,5,7,8,9,10,11,15,16,17,20,23,24,25,26,27,29,32,33,34,36,37,38,39,41,42,43,47,48,49,50,52,54,55,56,57],can_over_batch_s:[3,55],candid:[10,16],cannot:34,caoi:57,capabl:[26,56],capac:42,caption:[25,57],captur:[25,37],card:37,care:[11,17,24,38,39,53],carefulli:[37,39,50],cat:[27,49,50,56],categor:55,categori:[10,16,52,56],categoryfil:43,caution:[42,43],ccb2_pc30:57,cde:[10,16],ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17,56],center:3,ceph:43,certain:[2,38,55],certif:[23,42],cfg:43,chain:[20,34],chanc:[23,34,52],chang:[10,24,25,27,32,33,34,36,39,42,52,56],channel:[10,16,36,37,50],channl:[37,50],char_bas:54,charact:[52,54],character:25,characterist:[41,49],check:[3,20,25,26,27,33,39,41,42,53],check_align:20,check_eq:34,check_fail_continu:3,check_l:34,check_sparse_distribution_batch:[38,39],check_sparse_distribution_in_pserv:[38,39],check_sparse_distribution_ratio:[38,39],check_sparse_distribution_unbalance_degre:[38,39],checkgrad:39,checkgrad_ep:39,checkout:33,children:53,chines:51,chmod:[26,42],choic:[27,53],choos:[39,52,54],chosen:[2,53,57],chunk:[9,48,55],chunk_schem:9,chunktyp:9,cifar:[48,49],cifar_vgg_model:49,claim:42,claimnam:42,clang:[26,33],class1:56,class2:56,class_dim:56,classfic:[50,56],classfiic:49,classic:[10,16,25],classif:[3,5,10,16,41,50,51,52,56,57],classifc:56,classifi:[9,48,49,50,52,56],classification_cost:[49,52],classification_error_evalu:[48,52,56,57],classification_threshold:9,claster:42,clean:[5,54],cleric:53,cli:42,click:[33,36,42],client:33,clip:[7,12,15,39,52,56],clock:[10,16],clone:[26,27],close:[3,24],closer:25,cls:52,cludform:42,cluster:[23,38,39,43,52,57],cluster_train:37,cm469:42,cmake3:26,cmake:[26,34,36],cmakelist:34,cmd:43,cna:[10,16],cname:42,cnn:[43,50,52],code:[0,3,5,16,20,23,24,25,26,27,28,32,34,35,36,37,42,43,48,52,53],coeff:[10,16],coeffici:[10,16],collect:[10,16,22,25,53],collectbia:34,colleg:53,color:[49,50],column:[9,10,16,24,34,47,57],colunm:57,com:[10,11,16,17,20,26,27,29,33,42,43,50],combin:[10,11,16,17,20,48,54,56],come:56,comedi:53,comma:[39,47],command:[2,5,25,26,27,29,33,34,35,36,37,42,43,44,45,47,48,49,50,54,55,56],commandlin:[36,56],commenc:52,comment:[11,17,20,33,52,56],commnun:37,common:[32,34,38],common_util:[37,54],commonli:[32,36,41],commun:[0,34,37,42],compani:56,compar:[34,48,52],compat:3,compet:56,competit:48,compil:[26,33,34],complet:[0,5,10,11,16,17,20,22,34,42,43,52],complex:[2,3,11,17,24,32,36,52],complic:[10,16],compon:34,compos:[20,23,48,55],composenotalign:20,comput:[10,11,16,17,23,25,26,27,32,34,36,41,42,52,54,55,56],computation:32,conat:16,conat_lay:10,concat:[10,57],concat_lay:32,concaten:[11,17],concept:[3,23,32],concern:23,concurrentremoteparameterupdat:39,condit:[10,16,32,37,43,57],conduct:36,conf:[5,10,16,37,47,48,50,57],conf_paddle_gradient_num:42,conf_paddle_n:42,conf_paddle_port:42,conf_paddle_ports_num:42,conf_paddle_ports_num_spars:42,confid:56,config:[3,7,10,11,15,16,17,25,34,37,38,39,42,43,47,48,49,50,52,56,57],config_:39,config_arg:[38,39,41,50,52,55,56],config_bas:[16,17,22],config_fil:55,config_gener:[37,54],config_lay:34,config_pars:[5,34],configur:[1,2,3,5,8,10,16,25,27,31,33,34,36,39,47,49,50,56,57],conflict:33,confront:57,congest:39,conll05st:55,conll:55,connect:[2,11,17,25,27,34,42,43,48,49,50,52,54,56],connectionist:[10,16,56],connor:56,consequ:[10,11,16,17],consid:[9,10,12,16,26,36,41,49],consider:[3,11,17],consist:[10,16,24,27,49,50,52,55,57],consol:[36,42],constant:34,construct:[3,5,23,32,54],construct_featur:54,constructor:34,consum:56,contain:[3,8,9,10,11,16,17,19,20,23,28,29,32,33,37,42,49,50,52,53,56,57],containerport:42,contemporan:56,content:[43,55,56],context:[10,11,16,17,32,47,52,54,55,56,57],context_attr:[11,17],context_len:[10,11,16,17,52,54],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,54],context_start:[10,11,16,17,52],contibut:33,contin:42,continu:[3,29,39],contrast:[10,16,57],contribut:[0,28,35,56],contributor:0,control:[7,15,39,42,43,57],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:[23,37],converg:[37,48,56],convert:[3,5,20,24,32,47,49,50,52,54],convlay:[10,16],convolut:[10,11,16,17,48,50,54],convoper:[10,16],convtranslay:[10,16],cool:[3,33],copi:[23,42,48,54],copy_shared_paramet:48,copytonumpymat:48,core:[3,7,15,39,57],coreo:42,corespond:55,corpora:57,corpu:55,correct:[3,9,10,16,34,42],correctli:[9,20,34,48],correl:[25,49,56],correspoind:23,correspond:[3,5,23,25,32,34,49,53,55,56,57],corss_entropi:23,cos:[10,16],cos_sim:54,cosin:[10,16,54],cost:[5,12,23,25,39,48,52,54,56,57],cost_id:10,could:[3,5,9,10,16,20,22,23,24,36,37,42,52,54],count:[24,36,39,41,43,47,54,55,56,57],coupl:25,coverag:26,coveral:26,coveralls_uploadpackag:26,cpickl:[50,54],cpp:[33,34,36,52,54,57],cpu:[2,3,7,10,15,16,26,29,36,39,43,48,55,56,57],cpuinfo:27,craftsman:53,crash:[36,37,39],crazi:37,creat:[5,7,10,15,16,20,23,25,26,27,34,37,39,47,48,49,57],create_bias_paramet:34,create_input_paramet:34,createargu:48,createfromconfigproto:[5,48],createstack:42,creation:42,creationd:42,creator:20,credit:48,cretor:20,crf:[10,55],crf_decod:10,crime:53,critic:56,crop:50,crop_siz:50,cross:[10,16,52,55],cross_entropi:[16,23,48],cross_entropy_with_selfnorm:16,csc:34,cslm:57,csr:34,csv:53,ctc:10,ctc_layer:9,ctest:27,ctrl:[37,54],ctx:55,ctx_0:55,ctx_0_slot:55,ctx_n1:55,ctx_n1_slot:55,ctx_n2:55,ctx_n2_slot:55,ctx_p1:55,ctx_p1_slot:55,ctx_p2:55,ctx_p2_slot:55,cub:49,cuda:[26,27,29,36,37,39],cuda_dir:[38,39],cuda_so:27,cudaconfigurecal:36,cudadevicegetattribut:36,cudaeventcr:36,cudaeventcreatewithflag:36,cudafre:36,cudagetdevic:36,cudagetdevicecount:36,cudagetdeviceproperti:36,cudagetlasterror:36,cudahostalloc:36,cudalaunch:36,cudamalloc:36,cudamemcpi:36,cudaprofilerstart:36,cudaprofilerstop:36,cudaruntimegetvers:36,cudasetdevic:36,cudasetupargu:36,cudastreamcr:36,cudastreamcreatewithflag:36,cudastreamsynchron:36,cudeviceget:36,cudevicegetattribut:36,cudevicegetcount:36,cudevicegetnam:36,cudevicetotalmem:36,cudnn:[10,16,19,26,29,39],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[38,39],cudnn_dir:[38,39],cudrivergetvers:36,cuinit:36,cumul:[10,16],curl:[26,42],current:[3,10,12,16,25,27,32,33,34,37,39,42,52,56,57],current_word:32,currentcost:[9,52,54,56,57],currentev:[9,52,54,56,57],curv:[23,49,55],custom:[2,3,23,34,42,53,56],custom_batch_read:24,cyclic:[10,16],d3e0:42,daemon:27,dai:57,daili:56,dalla:3,dan:55,danger:3,darwin:42,dat:[20,37,54],data:[2,3,5,8,11,12,17,22,23,26,30,34,36,37,38,39,41,44,50,53],data_batch_gen:48,data_dir:[47,49,56,57],data_feed:20,data_fil:25,data_initialz:52,data_lay:[3,9,25,32,48,49,52,54,55],data_nam:20,data_provid:8,data_read:[20,24],data_reader_creator_random_imag:24,data_sourc:[8,48],data_typ:[16,20],databas:56,datadim:[10,16],datalay:[10,16],dataprovid:[2,8,25,32,37,54,55],dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:[10,16],dataset:[1,3,24,25,39,47,49,50,52,55,56],datasourc:[4,54],date:55,db_lstm:55,dcgan:48,dcmake_install_prefix:26,deal:[33,48],deb:[28,29],debian:28,debug:3,decai:[12,49],decid:[23,24],declar:[10,11,16,54],decod:[10,11,16,17,32,55,57],decoder_boot:32,decoder_group_nam:32,decoder_input:32,decoder_mem:32,decoder_prev:[11,17],decoder_s:32,decoder_st:[11,17,32],deconv:[10,16],deconvolut:[10,16],decor:[3,20,34],decreas:25,decrypt:42,deep:[0,10,16,25,27,36,48,49,50,52,55],deeper:[25,27,50],deer:49,def:[3,10,16,20,23,24,25,32,34,48,50,52,54,55],defalut:[10,16,39,41],default_devic:41,default_valu:41,defferenct:3,defin:[2,3,8,9,10,11,16,17,20,23,24,25,32,34,37,39,47,48,49,54,55],define_py_data_sources2:[3,8,25,49,50,52,54],defini:57,definit:[3,20,25,27,47,52,56],degre:[10,16],del:54,delai:39,delar:52,deletestack:42,delimit:[9,53,54],demo:[10,32,37,43,44,47,48,49,50,51,52,53,54,55,56,57],demograph:53,demolish:43,demonstr:[25,32,48,54],denot:[41,52,53,55],dens:[3,10,16,20,34,42,52,54],dense_vector:[3,5,16,20,25,54],dense_vector_sequ:20,depend:[25,29,37,41,49,53],deploi:[37,41],deploy:[37,42],deriv:[14,23],descent:[10,12,16],describ:[23,25,34,42,43,48,52,55],describestack:42,describestackev:42,describestackresourc:42,descript:[5,26,32,40,42,49,54],design:[3,10,16,20,56],desir:[42,43,47],destructor:34,detail:[3,5,7,10,11,12,15,16,17,32,33,34,36,37,40,41,42,43,47,48,50,52,54,56,57],detect:9,determin:[3,10,16,20,34,48],dev:[26,27,49,54,57],devel:26,develop:[0,26,33,38,39,57],deverlop:39,deviat:[7,15],devic:[7,15,27,39,57],deviceid:41,devid:[10,16,39],dez:56,dfs:11,diagnos:37,diagram:50,dict:[3,8,52,54,56,57],dict_dim:56,dict_fil:[9,32,52,55],dict_nam:8,dictionai:52,dictionari:[3,8,9,10,20,22,23,32,41,50,52,54,55,56,57],dictsiz:57,did:3,differ:[3,8,9,10,16,25,27,32,33,34,37,39,42,43,47,49,50,52,56,57],difficult:25,dig:[27,36,42],digit:[3,10,16],dim:[20,34,47,50,52,56],dimens:[10,14,16,19,20,34,41,47,52,54,56],dimension:[3,25,32,34,48,52],dimenst:47,dimes:[10,16],din:54,dir:[37,50,52,54,55,56,57],direct:[10,11,16,17,27,50,55],directli:[2,3,11,17,25,37,43,56],directori:[2,26,33,36,37,39,43,49,50,52,54,55,56,57],diretcoti:50,dis_conf:48,dis_train:48,dis_training_machin:48,disabl:3,discard:[20,39],discount:[10,16],discov:55,discoveri:42,discrep:36,discrimin:48,discriminator_train:48,discuss:23,disk:43,dispatch:[37,39],disput:57,dist_train:23,distanc:9,distibut:47,distinguish:[37,48,57],distribut:[10,16,26,35,43,44,45,48,52,55],distribute_test:[38,39],distributedli:34,disucss:23,divid:[12,38,49,57],diy_beam_search_prob_so:[38,39],dmkl_root:26,dns:42,do_forward_backward:24,doc:[5,11,17,20,26,27,37],docker:[28,42,44,45],docker_build:23,docker_push:23,dockerfil:27,dockerhub:27,doctor:53,document:[3,5,11,17,26,33,41,49,52,54,55,56],documentari:[3,53],doe:[3,5,11,17,24,25,29,32,34,36,52,54,55],doesn:[7,10,15,20,23,24,27,33,36,43,57],dog:[49,50],doing:36,domain:42,don:[11,17,23,24,25,27,42,56],done:[10,11,16,17,32,36,42,48,56],dopenblas_root:26,dot:[39,50,57],dot_period:[39,41,48,49,54,56,57],dotmuloper:[10,16],dotmulproject:[10,16],doubl:[3,26,39],down:[36,52],download:[20,29,48,49,52,55,56],download_cifar:49,downsampl:49,doxygen:[26,33],dpkg:29,drama:53,driver:27,drop:3,drop_rat:[7,15],dropout:[7,10,15,16,34,52],dropout_lay:10,dropout_r:[11,17],drwxr:43,dtoh:36,dtype:[5,25,50],dubai:57,due:[53,54],duplic:53,durat:36,dure:[2,3,10,16,25,33,34,38,39,42,52,54,55,57],durn:3,dwith_doc:26,dwith_profil:36,dwith_tim:36,dynam:[2,3,24,26,36,39],dynamic_cast:34,each:[2,3,5,9,10,16,19,20,22,24,25,27,32,33,34,37,39,41,42,47,49,50,52,53,54,55,56,57],each_feature_vector:14,each_meta:54,each_pixel_str:3,each_sequ:[10,16],each_time_step_output:14,each_timestep:[10,16],each_word:3,eaqual:[10,16],eas:[20,24,50],easi:[0,24,27,34,37,52],easier:[23,24,34],easili:[23,24,25],echo:[27,54,56],edit:[9,42],editor:33,edu:[20,42,43,49],educ:53,eeoi3ezpr86c:42,effect:[3,39,42],effici:[0,2,3,32,34],efg:[10,16],efs:42,efs_dns_nam:42,efsvol:42,eight:55,either:[10,16,20,22,23,36,52,54],elb:42,elbapis:42,elec:52,electron:[43,52],elem_dim:[10,16],element:[3,5,9,10,11,16,17,20,22,24,52,56,57],elif:[23,54],elimin:55,els:[10,23,27,34,50,52,54],emac:33,emb:[43,52],embed:[10,23,32,51,54,56],embedd:55,embedding_lay:[32,52,54],embedding_nam:32,embedding_s:32,emphas:36,empir:[10,16],emplace_back:34,emploi:[32,53],empti:[9,20,25],emul:57,enabl:[3,7,15,36,37,39,42],enable_grad_shar:[38,39],enable_parallel_vector:39,enc_proj:[11,17,32],enc_seq:[11,17],enc_vec:32,encod:[11,17,32,57],encoded_proj:[11,17,32],encoded_sequ:[11,17,32],encoded_vector:32,encoder_last:10,encoder_proj:32,encoder_s:32,encrypt:42,encrypt_decrypt:42,end:[3,9,10,16,24,25,32,39,47,55,56,57],end_pass:23,enditer:[22,23],endpass:[22,23],endpoint:42,endtrain:23,engin:[0,36,53],english:[3,10,16,57],enjoi:27,enough:25,ensembl:[11,17],ensur:[3,34],enter:53,entir:[10,11,16,17,56],entri:[20,27,34,42,53],entropi:[10,16,52,55],enumer:[10,14,52,54],env:[33,42],environ:[23,26,27,29,36,37,38,39,42,43,48,49,54],eol:33,eos:10,eos_id:[10,16,32],epel:26,epoch:53,epsilon:12,equal:[10,11,12,16,17,39],equat:[10,11,12,16,17,27],equilibrium:48,equip:[26,32],equival:[10,16,23],error:[7,9,10,12,15,16,23,25,29,34,37,39,42,49,50,52,53,54,56,57],error_clipping_threshold:[7,15],errorr:9,especi:[3,11,17,55],essenc:23,essenti:[10,23,26,55,57],estat:25,estim:[10,16,23],eta:43,etc:[12,20,24,37,38,41,42,56,57],eth0:[37,42],ethternet:37,eval:[9,52,54,56,57],eval_bleu:57,evalu:[2,4,10,16,30,36,37,52,56,57],evaluate_pass:56,evaluator_bas:9,evalut:[25,57],even:[23,24,36,39,56],evenli:42,event:43,event_handl:23,everi:[2,3,9,10,11,17,20,23,32,33,34,39,52,55,56,57],everyth:[25,27,33],exactli:[3,9,10,11,16,17,42,55],exampl:[2,3,8,9,10,11,12,16,17,20,22,24,25,26,27,32,34,36,37,38,39,41,42,43,49,50,51,52,56,57],exceed:10,except:[3,41,47,54,56],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exec:39,execut:[34,36,42,53,55,56],exist:[23,24,34,39,42,53,56],exit:[39,43],exp:6,expand:[10,34,55,56,57],expand_a:[10,16],expand_level:[10,16],expandconvlay:[10,16],expandlevel:[10,16],expect:[10,16,36,56],expens:57,experi:41,explain:[3,9,37,48,56],explan:[10,16,52,57],explanatori:[25,27],explicit:34,explicitli:[3,23],exploit:49,explor:10,exponenti:14,expos:[27,42],express:[23,42,56],extend:[0,54],extens:[12,53,54,57],extern:3,extra:[10,11,15,16,17,25],extraattr:[7,15,41],extraattribut:[16,17],extraattributenon:16,extract:[10,16,42,49,55,56],extract_fea_c:50,extract_fea_pi:50,extract_para:47,extralayerattribut:[7,10,11,15],extralayeroutput:11,extrapaddl:17,extrem:[10,36],extremli:2,f120da72:43,f7e3:42,fa0wx:43,fabric:37,facotr:[10,16],fact:50,factor:[7,10,12,15,16],fail:[3,39,41,43,49],fake:48,fake_imag:24,fals:[3,7,9,10,11,12,15,16,17,20,24,25,32,34,39,41,43,47,52,54,55,56,57],false_label:24,false_read:24,famili:57,familiar:[3,25],fanscin:3,fantasi:53,fantast:52,far:0,farmer:53,fascinatingli:2,fast:[10,16,33,36],faster:[10,11,16,17,32,36,56],favorit:33,fbd1f2bb71f4:43,fc1:[34,41],fc2:41,fc3:41,fc4:41,fc8a365:42,fc8a:42,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[25,34,41,52,54],fc_layer_nam:11,fc_name:17,fc_param_attr:[11,17],fclayer:34,fdata:55,fea:50,fea_output:50,feat:56,featur:[3,10,14,16,20,33,39,49,52,56,57],feature_map:54,feed:[11,17,20,22,23,25,56],feedback:0,feeder:20,feedforward:49,femal:53,fernan:56,festiv:3,fetch:[20,32,34],few:[3,24],fewer:10,fg0:[10,16],field:[10,16,22,36,42],figur:[23,32,34,36,47,48,49,50,55,56,57],file1:57,file2:57,file:[2,3,5,9,10,16,20,23,24,25,26,32,33,34,37,39,47,49,50,55,56,57],file_list:3,file_nam:[3,25,50,52,55],filenam:[3,54],filer:[10,16],filesystem:42,fill:[10,16,42,52],film:53,filter:[10,16,50],filter_s:[10,11,16,17],filter_size_i:[10,16],finali:37,find:[10,12,36,49,56,57],fine:[7,15,54],fingerprint:42,finish:[3,37,42,43,49],finit:34,first:[3,10,16,20,23,25,29,32,33,34,36,39,41,42,47,48,49,50,52,54,55,56,57],first_seq:32,firstn:20,firstseen:43,fit:[2,20,33],five:[36,52],fix:[3,7,15,57],flag:[39,48,49,55],flexiabl:24,flexibl:[0,2,10,11,17,23,32],flight:57,float32:[5,20,24,25,48,50],floor:[10,16],flow:33,fly:[25,52],fnt03:42,focu:[3,36],folder:[26,42,49,56,57],follow:[2,3,9,10,11,12,16,17,20,23,24,26,27,29,32,33,34,36,37,41,42,43,44,45,47,48,49,50,52,53,54,55,56,57],fool:48,forbid:23,forecast:56,forget:[12,23,27,56],form:[2,3,11,12,17,36,55],format:[2,3,9,25,33,34,39,42,47,49,53,54,56],former:[23,57],formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,32,33,34,41,48,55,56],forwardactiv:34,forwardtest:5,found:[3,5,10,16,26,32,48,49,52,56],four:[3,29,47,50,52,54,55,56],frame:9,framework:[23,34,50,52,56],free:57,french:57,frequenc:[20,36,47,52,56],frequent:[24,37,57],frog:49,from:[0,3,5,10,11,16,17,20,22,24,25,27,30,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],from_timestep:[10,16],fromfil:[24,25,50],fulfil:36,full:[10,16,27,32,34],full_matrix_project:[11,17,32],fulli:[25,33,34,36,48,49,50,52,54,56],fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnect:47,fullyconnectedlay:34,func:20,fundament:25,further:10,fusion:54,gain:[10,16],game:48,gamma:50,gan:23,gan_train:48,gap:39,gate:[10,11,16,17,56],gate_act:[10,11,16,17],gate_recurr:[10,16],gather:[10,34,54],gauss:[7,15],gaussian:48,gcc:26,gdebi:29,gen:[10,57],gen_conf:[48,57],gen_data:57,gen_result:57,gen_train:48,gen_training_machin:48,gen_trans_fil:32,gender:[53,54],gener:[2,3,5,9,10,11,16,17,20,22,23,24,25,26,27,36,37,39,41,42,47,50,51,52,54,56],generatedinput:32,generator_conf:48,generator_machin:48,generator_train:48,genert:3,genr:[53,54],gereat:9,get:[3,10,11,16,17,25,26,29,32,34,36,37,42,46,49,50,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[41,52,54,56],get_data:[43,52,55],get_imdb:56,get_input_lay:34,get_mnist_data:48,get_model:50,get_nois:48,get_output_attr:17,get_output_layer_attr:11,get_training_loss:48,get_word_dict:20,getbatchs:34,getenv:23,getinput:34,getinputgrad:34,getinputvalu:34,getoutputgrad:34,getoutputvalu:34,getparameterptr:34,getsiz:34,getslotvalu:48,gettempl:42,gettranspos:34,getw:34,getweight:34,getwgrad:34,gfortran:26,gildea:55,gist:[11,17],git:[26,27,33],github:[10,11,16,17,26,27,29,50],give:[3,25,27,34,36,42,52],given:[3,20,22,24,34,39,48,52,55,56,57],global:[3,7,12,15,23,36,39,42,54,56],global_learning_r:[7,15],globalstat:36,globalstatinfo:36,globe:3,goal:[36,55],goe:[10,11,16,17,25],going:[52,56],good:[10,16,24,36,56,57],goodfellow13:[10,16],googl:23,googleapi:42,got:27,gpg2:42,gpg:42,gpu:[2,3,7,10,12,15,16,19,26,29,35,37,48,49,50,54,55,56,57],gpu_id:[39,41,48],gpugpu_id:38,grab:56,grad:[39,53],grad_share_block_num:[38,39],gradient:[7,9,10,12,15,16,39,52,56],gradient_clipping_threshold:[7,12,15,52,56],gradientmachin:[5,48,54,57],gradual:[25,36],grai:49,gram:[47,56],grant:42,graph:[10,47],graphviz:50,grave:56,grayscal:3,greater:[10,16],grep:[27,56],groudtruth:32,ground:[9,10,16,52,57],group:[11,17,56],group_id:54,group_input:32,grouplen:53,gru:[10,16,32,52,57],gru_attr:17,gru_bias_attr:[11,17],gru_decod:32,gru_decoder_with_attent:32,gru_encoder_decod:[47,57],gru_layer_attr:11,gru_memori:[11,17],gru_siz:52,gru_step:[17,32],gru_step_lay:[11,32],grumemori:[11,17,32],gserver:[10,34],gsizex:36,guarante:34,guess:[25,56],gui:36,guid:[28,32,33,34,36,42,43,47,49,56,57],guidenc:25,gur_group:[11,17],gzip:43,hack:[28,37],hadoop:23,half:42,hand:[53,54,56],handl:[23,24,37,54,56],handwrit:[3,56],hard:[42,52],hardwar:[27,36],has:[3,5,10,11,12,16,17,23,32,34,36,42,43,47,49,52,53,54,55,56,57],have:[2,3,5,9,10,11,16,17,20,23,24,25,26,32,33,34,36,37,39,41,42,47,49,52,53,54,56,57],hdf:2,head:[33,47,56],header:[25,34,47,50,54],health:53,heavi:37,height:[10,16,20,24,34,49],hello:23,help:[3,5,33,37],helper:[8,10,11,16,17,34],here:[3,5,7,10,11,15,16,17,20,23,24,25,26,32,37,38,41,42,43,47,49,50,51,52,53,54,55,56,57],heurist:[10,39,57],hidden:[10,11,16,17,32,42,52,54,56],hidden_s:[11,17,54],hierarch:[10,16,32],high:[7,15,34,48],higher:2,highest:[20,57],highli:[2,3,32,41,54,56],him:23,hint:25,histor:56,hl_get_sync_flag:34,hold:[23,42],home:[37,42,43],homemak:53,hook:[3,54,55],hope:0,horizont:[10,16,50],horror:53,hors:49,horst:56,host:[26,37,42,43],hostnam:[37,42],hostpath:43,hostport:42,hot:54,hour:57,hous:[3,20,25,47],how:[2,3,7,10,15,16,23,25,32,37,39,42,43,46,49,50,52,54],howev:[3,11,17,24,25,32,33,38,39,42,56,57],html:[20,27,49],htod:36,http:[10,11,16,17,20,26,27,29,33,42,43,48,49,50,57],huber:[10,16],huge:[10,16,33],huina:56,human:57,hyper:[10,16,34],hyperplan:20,i0601:54,i0706:57,i0719:57,i1117:36,iamfullaccess:42,iamusersshkei:42,ib0:37,icwsm:56,id_input:[9,32],idea:[10,16,24],ident:[25,42,53],identifi:[32,34],identityoffsetproject:[10,16],identityproject:[10,16],ids:[9,10,16,22,34,52,54],idx:34,ieee:56,ignor:[3,9,39],ijcnlp:56,illustr:[3,32,34,36,52],ilsvrc:50,imag:[3,19,20,23,24,25,28,41,42,44,45,48,50,51,57],image_a:24,image_b:24,image_classif:49,image_fil:24,image_lay:24,image_list_provid:50,image_nam:23,image_path:24,image_provid:49,image_reader_cr:24,image_s:50,imagenet:51,imagepullpolici:42,imageri:[10,16],images_reader_cr:24,imdb:53,imdber:56,img:[3,10,16,49],img_conv:17,img_conv_lay:11,img_featur:3,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:49,imgsiz:36,imgsizei:36,imgsizex:36,immedi:42,immutable_paramet:23,implement:[3,10,11,12,16,17,20,32,52,55],importerror:54,improv:[0,36,42,56,57],inbound:42,includ:[2,3,10,11,16,17,23,26,27,32,34,36,39,42,43,47,52,53,55,57],inconsist:53,incorrect:[10,16],increas:[39,57],increment:39,incupd:34,inde:[20,24],independ:[10,16,52],index:[3,9,10,16,19,20,32,37,42,54],indexslot:[10,55],indic:[3,9,10,16,25,37,42,55],individu:[25,42],infer:[1,23,26],infiniband:37,info:[9,10,16,34,37],infom:33,inform:[5,9,34,36,39,42,53,54,55,56,57],infrastructur:[42,48],ingor:39,ininst:23,init:[7,15,34,41,42,48,52,54,55],init_hook:[52,54,55],init_hook_wrapp:8,init_model_path:[38,39,41,47,52,55],initi:[3,5,7,10,15,16,32,34,39,47,48,52,55],initial_max:[7,15],initial_mean:[7,10,15,16],initial_min:[7,15],initial_std:[7,10,15,16],initpaddl:[5,48],inlcud:[11,17],inlin:42,inner:34,inner_param_attr:[11,17],input1:[10,11,16,17],input2:[10,16],input:[3,5,9,10,11,14,16,17,19,20,22,24,25,32,34,41,47,48,49,50,52,54,55,56,57],input_data:34,input_data_target:34,input_featur:14,input_fil:[25,55],input_hassub_sequence_data:34,input_id:[10,16],input_imag:[11,17,49],input_index:34,input_label:34,input_lay:[10,34],input_nam:23,input_sequence_data:34,input_sequence_label:34,input_sparse_float_value_data:34,input_sparse_non_value_data:34,input_t:34,input_typ:[25,32,52,54],inputdef:34,inputlayers_:34,inputtyp:[3,20],insid:[9,10,16,24,27,42],inspir:47,instal:[27,30,33,37,43,49,50,54,55,56],instanc:[10,12,16,32,34,36,39,55],instance_ip:42,instead:[10,16,19,24,33,37,52,57],instruct:[27,29,36,52],int32:39,integ:[3,9,10,16,20,32,34,52,56],integer_valu:[3,20,52],integer_value_sequ:[3,20,32,52,55],integr:[26,55],intend:0,inter:[10,16,37],interact:[27,42],intercept:[10,16],interest:[36,56],interfac:[5,7,10,11,15,16,17,37,42,49,54,56],interg:52,intergr:[10,16],intermedi:55,intern:[10,11,17,20,42],internet:56,interpol:10,interpret:[3,9,26,27,36],interv:56,intrins:26,introduc:[3,43,54,56],introduct:[4,48],invalid:24,invari:49,invok:[3,10,36,42,54],involv:48,iob:9,ioe:9,ips:42,ipt:[10,16,32],ipython:23,is_async:12,is_discriminator_train:48,is_gener:[10,47,48,57],is_generator_train:48,is_kei:54,is_layer_typ:10,is_predict:[52,54,56],is_seq:[10,32,54],is_sequ:54,is_stat:[7,15],is_test:[50,55,56],is_train:3,isn:36,isspars:34,issu:[26,27,36],item:[10,16,20,24],iter:[10,11,12,17,20,22,23,24,49,55,56],its:[3,9,10,11,16,17,23,34,36,39,42,47,48,49,52,56,57],itself:[11,17],jeremi:36,jie:[55,56],jmlr:[10,16],job:[5,9,38,39,41,50,52,54,55,56,57],job_dispatch_packag:37,job_mod:47,job_nam:42,job_namespac:42,job_path:42,job_workspac:37,jobpath:42,jobport0:42,jobport1:42,jobport2:42,jobport3:42,johan:56,joint:[47,57],jointli:[11,17,57],journal:[55,56],journei:27,jpeg:49,jpg:50,json:[37,42,43,54],jth:[11,17],judg:57,jupyt:27,just:[3,9,10,11,14,16,17,25,27,33,37,41,42,49,54,55,56],jx4xr:42,jypyt:23,k8s_data:42,k8s_job:23,k8s_token:23,k8s_train:42,k8s_user:23,kaim:[10,16],kaimingh:50,kebilinearinterpbw:36,kebilinearinterpfw:36,keep:[3,10,16],kei:[3,36,37,54,56],kernel:[10,16,36,52],key1:39,key2:39,key_pair_nam:42,keyid:42,keymetadata:42,keypair:42,keyserv:42,keystat:42,keyusag:42,keyword:3,kill:42,kind:[2,3,23,25,42,43,48,52,54],kingsburi:55,kms:42,know:[3,11,17,23,25,27,34,36,42,54],knowledg:56,known:[48,56,57],kriz:[20,49],ksimonyan:[11,17],kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeconfig:42,kubectl:43,kuberent:42,kubernet:[23,35,37,44,45],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,20,52,54,55],l1_rate:[7,15],l2_rate:[7,15],l2regular:[49,52,56],label:[3,5,9,10,12,16,20,22,24,25,32,43,48,49,50,51,52,54,56],label_dict:55,label_dim:[10,16,52],label_fil:[24,55],label_lay:[10,24],label_list:55,label_path:24,label_slot:55,labeledbow:56,labl:56,lag:39,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,41,47,55,56,57],laptop:27,larg:[19,55,56,57],larger:[3,7,9,10,12,15,16,37],last:[9,10,11,16,17,25,32,37,39,52,56,57],last_time_step_output:10,lastseen:43,late:56,latenc:[37,42],later:[26,33,42,52],latest:[10,16,27,33,43,56],latter:57,launch:[39,42,56],launcher:23,lawyer:53,layer1:[10,11,16,17],layer2:[10,16],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,24,25,32,35,38,39,47,48,49,50,52,54,55,56],layer_0:34,layer_attr:[10,16,32,41],layer_num:[41,50],layer_s:[10,16],layer_typ:[10,16],layerbas:34,layerconfig:34,layergradutil:34,layermap:34,layeroutput:[9,11,54],lbl:[9,49],ld_library_path:[26,29,37],lead:36,learn:[0,7,9,10,11,12,15,16,17,23,24,25,27,32,34,36,49,50,52,55,56,57],learnabl:[10,16],learning_method:[12,25,47,49,52,54,56,57],learning_r:[7,12,15,25,47,49,52,54,56,57],least:[9,10,16,26,53],leav:[3,42],lecun:20,left:[10,16,25,50],leman:57,len:[3,10,16,32,34,52,54,55],length:[10,11,16,17,20,32,39,43,56,57],less:[10,16,23,37,57],less_than:23,let02:43,let:[5,10,16,23,25,27,42,54],level:[7,10,15,16,37,39,48,54,56,57],lib64:[26,27,37,39],libcuda:27,libcudnn:26,libjpeg:49,libnvidia:27,libpython:26,librari:[10,16,26,37,39,54],licens:55,like:[3,9,10,16,24,25,26,32,36,37,38,41,42,47,50,52,54,56,57],limit:[10,20,36,39],line:[2,3,5,9,20,25,33,35,36,37,41,42,47,49,50,54,55,56,57],linear:[6,10,16,30],linear_comb:10,linearactiv:[10,25],linguist:55,link:[10,11,16,17,26,42,52,56],linux:[26,27,29,42,57],lipeng:47,lipton:56,list:[2,3,8,9,10,11,16,20,23,25,32,34,37,39,41,42,49,50,52,54,55,56,57],listen:[27,39],literatur:56,littl:[2,3,39,52,56],lium:57,live:27,liwicki:56,load:[2,3,5,10,16,23,25,39,42,50,54,55,56,57],load_featur:50,load_feature_c:50,load_feature_pi:50,load_missing_parameter_strategi:[38,39,41,47,55],load_uniform_data:48,loadparamet:5,loadsave_parameters_in_pserv:[38,39],local:[7,15,26,27,33,37,38,39,43,49,56],localhost:27,locat:[32,34,52,55],log:[3,6,27,33,34,37,39,42,43,49,54,55,56,57],log_barrier_abstract:39,log_barrier_lowest_nod:[38,39],log_barrier_show_log:[38,39],log_clip:[38,39],log_error_clip:[38,39],log_period:[39,41,43,48,49,52,54,55,56,57],log_period_serv:[38,39],logarithm:14,logger:3,logic:[3,37],longer:57,look:[3,9,25,37,38,42,43,48,52],lookup:52,loop:24,loss:[10,16,34,48,52,56,57],lot:38,low:[10,16],lower:37,lowest:39,lst:54,lstm:[10,16,32,43,52],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17],lstm_layer_attr:11,lstm_size:52,lstm_step:[11,17],lstmemori:[11,17,32],lstmemory_group:10,ltr:[10,16],lucki:25,mac:[26,27],machan:[11,17],machin:[10,11,12,16,17,25,33,34,38,39,41,42,43,52,54,56,57],made:[3,25,32,53],mai:[3,8,9,10,16,24,33,36,42,53],main:[3,5,33,42,49,55,56],mainli:39,maintain:[10,42],major:[27,33,48,50,56,57],make:[3,10,16,23,24,26,27,33,34,36,37,42,49,52,54,56],male:53,malloc:34,manag:[33,37],manageri:53,mandarin:[10,16],mani:[0,10,11,16,17,25,39,52,53,54,56],mannal:37,manual:[27,33],manufactur:57,mao:56,map:[3,10,16,23,39,49,50,54],map_read:20,mapreduc:23,marcu:56,mark:[3,32,55],mark_slot:55,market:[25,53,56],martha:55,mask:[7,10,15,16],master:[23,33,39,56],mat_param_attr:[11,17],match:36,math:[11,17,34,36],matirx:[10,16],matplotlib:49,matric:[5,32,34],matrix:[9,10,11,16,17,20,32,34,38,41,50,55],matrixptr:34,matter:3,max:[3,7,10,13,15,16,20,36,39,41,49,52,54],max_id:52,max_length:[10,32],max_sort_s:[10,16],maxid:[9,10,52],maxid_lay:[9,52],maxim:[10,57],maximum:[9,32,36,39,52,55,56],maxinum:19,maxout:10,maxpool:[10,16],mayb:[10,11,16,17,49],mean:[3,7,9,10,11,12,15,16,17,19,20,22,24,25,32,36,37,39,41,42,47,48,49,50,52,54,55,56,57],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,measur:[25,36],mechan:[10,11,17,32,42,56],media:56,meet:55,member:23,memcpi:36,memor:56,memori:[2,3,11,17,32,34,36,39,41,43,52,55,56,57],memory_threshold_on_load_data:39,mere:[11,17],merg:[33,39,47,57],mergedict:[47,57],messag:[25,39,43,54,56,57],meta:[37,49,50,52],meta_config:[37,54],meta_fil:54,meta_gener:[37,54],meta_path:49,meta_to_head:54,metadata:[42,43],metaplotlib:23,method:[3,8,10,11,12,16,22,27,34,36,39,41,52,54,56,57],might:[10,16,34,42],mileag:36,million:[41,53],min:[7,15,36,41,42,54],min_pool_s:3,mind:37,mini:[3,10,16,20],mini_batch:24,minibatch:[10,16],minibatch_data:20,minim:[3,12,25,39],minimum:[10,16],minimun:39,minst:3,minut:[42,57],miss:[39,47,55],mit:42,mix:[11,17,32,55],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,32,55],mixed_layer_attr:11,mixedlayertyp:10,mkdir:[26,42],mkl:26,mkl_path:26,mkl_root:26,ml_data:[37,54],mnist:[3,5,24],mnist_provid:3,mnist_random_image_batch_read:24,mnist_train:[3,24],mnist_train_batch_read:24,mod:55,modal:55,mode:[10,16,39,48,49,50,54,56,57],model:[1,2,5,8,10,11,12,16,17,30,33,34,35,39,42,54,55,56],model_averag:12,model_config:[5,48],model_list:[39,41,55,56],model_output:56,model_path:41,model_zoo:[47,50],modelaverag:12,modifi:[5,32,33,34,37,42],modul:[2,3,5,8,11,17,20,25,26,49,50,52,54,55],modulo:[10,16],momentum:[7,12,15,25,52],momentumoptim:[25,49],mon:43,monitor:[52,56],mono:[10,16],month:[52,57],mood:56,more:[2,3,5,9,10,11,16,17,20,23,24,25,27,32,34,36,37,41,43,49,52,55,56,57],morin:[10,16],mose:[56,57],moses_bleu:57,mosesdecod:56,most:[3,5,10,20,23,24,25,32,34,36,38,54,55,56,57],mostli:[49,53],mount:[27,42,43],mountpath:[42,43],move:[10,16,36,42,54,56],movement:[36,56],movi:[3,56],movie_featur:54,movie_head:54,movie_id:54,movie_meta:54,movie_nam:54,movie_review:20,movieid:53,movielen:51,moving_average_fract:[10,16],mpi:37,mse:10,much:[10,16,24,36],mul:34,mulit:37,multi:[10,16,34,38,39,50,57],multi_binary_label_cross_entropi:16,multi_crop:50,multinomi:[10,16],multipl:[9,10,11,16,17,20,23,32,34,39,41,42,48,52,54,56],multipli:[9,10,16,34,49],multithread:3,music:53,must:[3,9,10,11,14,16,17,24,26,32,33,34,37,39,41,42,57],my_cluster_nam:42,my_cool_stuff_branch:33,my_external_dns_nam:42,mypaddl:43,mysteri:53,name:[3,7,8,9,10,11,15,16,17,19,20,23,25,27,32,34,36,37,39,41,43,44,45,47,48,49,50,52,54,56,57],namespac:[34,43],nano:33,nativ:[10,16],natur:[41,55,56],nchw:[10,16],ndarrai:22,ndcg:[10,16],ndcg_num:[10,16],nearest:52,necessari:[3,10,16,26,34,37,52,56],necessarili:34,need:[3,10,11,16,17,20,23,25,26,27,29,32,33,34,37,38,39,41,42,43,48,49,50,52,54,55,56,57],neg:[3,9,10,16,52,55,56],neg_distribut:[10,16],negat:55,neighbor:52,nest:[3,20],net:[10,11,16,17],net_conf:56,net_diagram:50,network:[2,3,4,5,7,9,10,12,15,16,20,21,22,23,24,25,34,36,37,39,47,56,57],network_config:41,networkadministr:42,neural:[3,5,10,11,12,16,17,20,22,23,25,36,39,47,48,50,56,57],neuralnetwork:[10,16,30],neuron:[5,34,52,56],never:[20,24,42,43],newest:33,newtork:56,next:[10,32,34,36,39,42,43,55,56,57],nfs4:42,nfs:42,nfsver:42,nginx:27,nic:[37,38,39],nine:55,nlp:[3,10],nltk:20,nmt:57,nnz:34,no_cach:3,no_sequ:[3,54],noah:56,noavx:[27,29],node:[10,16,34,37,39,42,43,56,57],node_0:42,node_1:42,node_2:42,nodefil:37,noir:53,nois:[10,16,48],noise_dim:48,non:[10,16,34,39,42],none:[2,3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,25,32,50,52],nonlinear:34,norm:48,norm_by_tim:[10,16],normal:[3,5,10,11,16,17,29,32,34,37,39,43,47,48,50],normzal:50,north:49,notat:[10,16],note:[3,5,7,10,11,12,15,16,17,19,23,24,26,27,36,39,41,42,47,49,54,56],notebook:27,noth:[14,39],notic:[32,34],novel:56,now:[0,3,10,16,25,27,33,39,42,48,54,55],np_arrai:20,nproc:26,ntst1213:57,ntst14:57,nullptr:34,num:[10,16,37,39,52,55,56,57],num_channel:[10,11,16,17,49],num_chunk_typ:9,num_class:[10,11,16,17,49],num_filt:[10,11,16,17],num_gradient_serv:[38,39],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[25,38,39,41,43,52,54,55,56,57],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[3,9,10,16,20,24,25,34,37,39,42,47,49,50,52,55,56,57],numchunktyp:9,numdevices_:41,numlogicaldevices_:41,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,24,25,26,48,50],numsampl:36,numtagtyp:9,nvidia:[26,27,36,39],obj:[3,8,25,49,50,52,54],object:[3,5,7,8,9,10,11,12,15,16,17,20,22,23,36,48,49,50,52,55],observ:[12,25,34,36,57],obtain:[52,55,56],occup:[53,54],occur:[20,33],oct:43,odd:[10,16],off:27,offer:[5,55],offici:[27,42,49],offset:[10,16,54],often:[9,37,52,57],ograd:34,old:[27,33,39],omit:52,on_coverallscompil:26,on_init:3,on_travisexclud:26,onc:[3,10,27,33,34,42,52],one:[3,8,9,10,11,12,14,16,17,19,20,23,24,25,27,33,34,37,39,41,42,43,47,48,49,50,52,54,55,56,57],one_host_dens:54,one_hot_dens:54,onli:[2,3,5,9,10,11,16,17,19,20,23,25,26,32,33,34,36,38,39,41,42,43,47,50,52,53,56,57],onlin:[12,24],onto:42,open:[0,3,10,16,23,24,25,27,42,50,52,54,55],openbla:26,openblas_path:26,openblas_root:26,oper:[10,11,12,16,17,27,32,34,36,39,42,47,49,54],opinion:56,opt:[23,26],optim:[3,4,7,15,21,25,34,36,56],option:[3,9,10,16,23,25,33,34,37,41],order:[3,10,11,16,17,20,24,34,39,42,43,48,50,52,56,57],ordinari:56,oregon:42,org:[10,11,16,17,26,48],organ:[10,16,49,56,57],origin:[0,2,3,10,16,20,33,48,55,57],other:[3,9,10,11,12,16,17,20,26,29,32,33,41,42,43,47,48,49,50,52,53,54,55,56,57],otherchunktyp:9,otherwis:[2,8,10,16,20,23,24,32,37,41,54,57],our:[23,27,32,34,42,43,47,49,52,55,56,57],out:[10,16,23,25,32,36,39,42,43,49,56],out_dir:42,out_left:[10,16],out_mem:32,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outlin:40,outperform:55,output:[5,7,9,10,14,15,16,17,19,20,22,23,24,25,32,34,36,39,41,43,47,48,49,50,52,54,55,56,57],output_:[10,16,34],output_dir:50,output_fil:55,output_id:[10,16],output_lay:[22,50],output_max_index:19,output_mem:[10,16,32],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outter_kwarg:3,outv:34,over:[2,10,11,16,17,23,33,34,36,52,55,56],overcom:56,overhead:36,overlap:34,overrid:34,owe:0,own:[33,37,42],pacakg:29,packag:[3,16,20,28,42],pad:[10,32,52],pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],paddepaddl:2,padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,23,25,26,27,28,29,33,34,35,36,37,39,41,42,48,49,52,54,55,56,57],paddle_n:37,paddle_output:43,paddle_port:37,paddle_ports_num:37,paddle_ports_num_for_spars:37,paddle_pserver2:37,paddle_root:47,paddle_source_root:47,paddle_train:37,paddledev:[27,42,43],paddlepaddl:[0,2,3,5,10,11,12,16,17,20,24,25,26,29,30,32,33,34,35,36,37,44,45,50,52,54,55,56],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[33,42,54],pair:[9,55],palmer:55,paper:[10,16,47,48,50,55,56,57],paraconvert:47,paragraph:56,parallel:[36,39,41,42,43,57],parallel_nn:[7,15,38,39],param:[7,10,15,16,54],param_attr:[10,11,16,17,25,32],paramattr:[7,10,15,16,25,32],paramet:[2,3,4,5,8,9,10,11,12,16,17,19,20,21,24,25,34,35,41,48,49,52,54,55,56,57],parameter_attribut:[10,16],parameter_block_s:[38,39],parameter_block_size_for_spars:[38,39],parameter_learning_r:[7,15],parameter_nam:23,parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parametermap:34,parameters_:34,parameterset:23,parametris:12,paramt:[42,47],paramutil:54,paraphras:57,paraphrase_data:47,paraphrase_model:47,paraspars:34,parent:[10,34],pars:[5,20,41,42,48,54,55],parse_config:[5,48],parser:54,part:[3,16,25,32,33,34,36,48,52,54,55,56,57],parti:[36,54],partial:[10,16,48],participl:47,particular:36,partit:42,pass:[3,8,10,16,22,24,25,33,34,36,37,39,42,43,48,49,52,54,55,56,57],pass_idx:24,pass_test:48,passtyp:34,password:[27,37],past:[23,27,42],path:[2,3,9,20,24,25,26,32,37,39,41,42,43,47,49,50,52,55,56,57],pattern:[25,42,54,56],paul:55,pave:57,pdf:[10,11,16,17],pem:[23,42],penn:55,per:[10,24,39,49,52],perfom:[39,41],perform:[2,10,11,16,17,25,32,33,34,35,37,38,48,49,52,56,57],period:[2,39,52,54,55,56,57],perl:[56,57],permiss:42,peroid:[10,16],persist:42,persistentvolum:42,persistentvolumeclaim:42,person:23,perspect:36,perturb:34,pgp:42,phase:25,photo:49,pick:[3,42],pickl:54,picklabl:8,pictur:52,piec:[10,11,16,17,25],pillow:49,pip:[26,33,37,49,54],pipe:53,pipelin:55,pixel:[3,10,16,20],pixels_float:3,pixels_str:3,place:[2,3,34,36,37,50,57],placehold:25,plai:[55,56],plain:[2,9,10,16],plan:34,platform:[0,25,27,42],pleas:[3,5,7,10,11,12,15,16,17,23,24,26,27,28,32,33,34,42,47,49,52,54,55],plot:[23,49],plotcurv:49,png:[49,50],pnpairvalidationlay:39,pnpairvalidationpredict_fil:38,pod:[42,43],pod_nam:42,point:[25,27,36],polar:56,polici:42,polit:56,poll:56,poo:49,pool3:34,pool:[3,4,11,17,21,49,52,54],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,52,54],pooling_typ:[10,16,52],poolingtyp:19,popular:[25,50],port:[27,37,38,39,42,43],port_num:38,ports_num:39,ports_num_for_spars:[38,39,41],pos:[54,56],posit:[3,9,10,16,20,52,55,56,57],positive_label:9,possibl:[23,33,36,48],post1:26,potenti:36,power:[10,52,57],practic:[8,10,16,25,32,34],pre:[3,10,11,17,23,42,43,47,49,55,56,57],pre_dictandmodel:47,precis:[9,26],pred:[52,55],predefin:56,predetermin:[10,39,57],predic:55,predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,4,9,12,16,22,25,32,37,39,47,52,57],predict_fil:39,predict_output_dir:[38,39,52],predict_sampl:5,predicted_label_id:52,predictor:54,predin:49,prefer:56,prefetch:34,prefix:42,pregrad:34,preinstal:26,premodel:47,prepar:[5,30,44,52],preprcess:56,preprocess:[20,32,37,43,56],prerequisit:26,present:[23,50,55,57],pretti:25,prev_batch_st:[38,39],prevent:[2,12,23],previou:[10,11,16,17,34,39,42,55,57],previous:[43,50],price:25,primari:16,primarili:56,principl:23,print:[7,15,22,23,25,32,39,47,52,54,55,56,57],printallstatu:36,printer:9,printstatu:36,prite:9,privileg:42,prob:[9,48],probabilist:[10,16,47],probability_of_label_0:52,probability_of_label_1:52,probabl:[9,10,16,22,32,33,50,52,55],problem:[5,10,12,16,23,30,52,55,56],proc:27,proc_from_raw_data:52,proce:[20,24,42],procedur:[47,55,57],proceed:[10,16,55],process:[2,3,5,7,8,10,11,12,15,16,17,23,25,32,37,39,41,42,43,47,49,50,52,54,55,56,57],process_pr:52,process_test:8,process_train:8,processdata:[49,50],processor:36,produc:[11,17,20,24,27,50,52],product:[0,34,42,52,56],productgraph:43,profil:26,proflier:36,program:[2,20,23,24,36,37,39],programm:53,progress:39,proivid:3,proj:[10,16],project:[10,11,16,17,26,32,34,54],promis:[10,11,17],prompt:33,prone:23,prop:55,propag:[12,39,41],properli:52,properti:[3,39],propos:57,proposit:55,protect:34,proto:19,protobuf:26,protocol:39,prove:52,proven:57,provid:[0,8,10,16,20,23,25,32,36,37,42,47,48,49,50,53,56],providermemory_threshold_on_load_data:38,provis:42,provod:3,prune:10,pserver:[37,38,39,42],pserver_num_thread:[38,39],pserverstart_pserv:38,pseudo:23,psize:34,pull:[47,57],punctuat:56,purchas:52,purpos:[0,36],push_back:34,put:[34,37,43,52],pvc:42,pwd:27,py_paddl:[5,20,48],pydataprovid:[2,3,52],pydataprovider2:[4,5,25,32,52,54,56],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[2,3,4,8,16,22,23,25,26,27,33,37,47,48,49,55,56,57],pythonpath:49,pzo:56,qualifi:26,qualiti:52,queri:[10,16,42,57],question:[10,16,23,42,55],quick:[39,43,51,57],quick_start:[42,43,44,52],quick_start_data:43,quickli:25,quickstart:43,quit:36,quot:53,rais:20,ramnath:56,ran:36,rand:[36,39,41,48,55],random:[3,7,10,15,16,20,24,25,39,48,49,55],randomli:56,randomnumberse:38,rang:[3,10,16,20,24,39,41,49,53,55],rank:[10,16,23,42,50,52],rare:3,rate:[7,9,12,15,34,37,49,52,54,56,57],rather:[5,42,56],ratio:39,raw:[10,16,25,52,56],raw_meta:54,rdma:[26,39],rdma_tcp:[38,39],reach:[36,55],read:[2,3,20,23,24,25,32,37,42,50,52,54],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_ranking_model_data:23,reader:[22,57],reader_creator_bool:24,reader_creator_random_imag:[20,24],reader_creator_random_image_and_label:[20,24],reader_dict:20,readi:[25,42,43,49],readm:[53,54,56],readonesamplefromfil:3,readwritemani:42,real:[3,24,25,48],realist:23,reason:[10,11,17,23,27,43],rebas:33,recal:9,receiv:8,recent:57,reciev:39,recogn:49,recognit:[3,10,16,50,56],recommand:3,recommend:[2,11,17,23,32,34,37,39,54],recommonmark:26,recompil:36,record:[42,54,55],recordio:23,recov:[25,48],rectangular:[10,16],recurr:[55,56],recurrent_group:[11,17,32],recurrent_lay:11,recurrentgroup:9,recurrentlay:39,recurs:27,recv:42,reduc:[12,37,39,41],refer:[2,5,7,8,10,11,12,15,16,17,32,34,37,43,47,49,52,54,57],referenc:10,regard:55,regardless:57,regex:54,region:[36,55],regist:[34,36],register_gpu_profil:36,register_lay:34,register_timer_info:36,registri:43,regress:[9,30,51],regression_cost:[25,54],regular:[7,12,15,34,42,49,52,56],rel:[2,11,17,37],relat:[3,8,29,43,54,56],relationship:[25,48],releas:[26,27,29,42,53,55],relev:[55,57],reli:26,relu:[6,10,16,34],reluactiv:10,remain:52,remot:[7,15,27,33,34,37,39,41,42],remoteparameterupdat:39,remov:[20,37,39,56],renam:57,reorgan:[10,16],repeat:10,replac:56,repo:33,report:[36,37],repositori:33,repres:[3,5,10,12,16,32,34,42,49,52,53],represent:[52,56],reproduc:57,request:[42,43,47,57],requir:[2,9,10,16,23,34,37,42,43,48,49,52,54],requrest:33,res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[10,16,49,53,56],resembl:56,reserv:3,reserveoutput:34,reset:[10,16],reshap:24,reshape_s:[10,16],residu:50,resnet:51,resnet_101:50,resnet_152:50,resnet_50:50,resolv:[33,43],resourc:[27,42],respect:[3,25,32,34,39,49,50,55,57],respons:[10,16,42,43],rest:[3,10,16,25],restart:[42,43],restartpolici:[42,43],restrict:39,resu:24,result:[5,9,10,14,16,22,32,36,39,42,49,50,52,54,55,56],result_fil:[9,32],ret_val:54,retir:53,retran:42,retriev:[34,43],return_seq:[11,17],reus:[24,34],reveal:23,revers:[10,11,16,17,32,55,56],review:[33,43,52,56],reviews_electronics_5:43,revis:52,rewrit:57,rgb:[10,16],rgen:56,rho:12,rich:25,right:[3,10,16,50],rmsprop:[12,52],rmspropoptim:54,rnn:[10,11,17,35,38,52,56],rnn_bias_attr:32,rnn_layer_attr:32,rnn_out:32,rnn_step:10,rnn_use_batch:[38,39],rnnlm:20,robot:49,role:[23,32,42,51,56],roman:56,romanc:53,root:[12,19,27,37,42,43],root_dir:37,rot:[10,16],rotat:10,roughli:[3,48],routin:54,routledg:56,row:[5,9,10,16,20,34,50],row_id:[10,16],rsize:42,rtype:54,rule:[34,42],run:[23,27,33,34,35,36,39,42,44,45,47,49,50,52,54,56,57],runinitfunct:36,runtim:[2,3,26,37],s_fusion:54,s_id:54,s_param:48,s_recurrent_group:32,sacrif:2,sai:[25,39,41],sake:34,sale:53,same:[3,5,8,9,10,11,16,17,23,32,37,41,42,47,52,54,55,56,57],samping_id:[10,16],sampl:[3,5,9,20,37,39,41,47,48,50,52,54,55,56,57],sample_dim:48,sample_id:9,sample_num:9,santiago:56,satisfi:[37,42,52],save:[3,10,16,20,25,39,41,42,43,49,50,52,54,55,56,57],save_dir:[25,39,41,43,48,49,52,54,55,56,57],save_only_on:[38,39],saving_period:[38,39],saving_period_by_batch:[38,39,41,52],saw:3,scalabl:0,scalar:[3,10,16],scale:[0,10,14,50,53,54],scalingproject:[10,16],scatter:10,scenario:[25,38],scene:38,schdule:42,schedul:[42,48],scheduler_factor:[7,15],schema:47,scheme:[9,12,55],schmidhub:56,schwenk:57,sci:53,scienc:56,scientist:[0,53],score:[9,10,16,54,56,57],screen:54,scrip:52,script:[5,20,27,37,42,49,50,52,55,56,57],seaplane_s_000978:49,search:[10,26,32,39,55,57],seat:57,second:[3,10,16,20,23,24,25,33,37,47,50,52,53,54,56],secret:42,section:[3,32,34,37,42,52],sed:56,see:[3,5,10,11,16,17,23,25,33,36,42,47,48,50,52,54,56,57],seed:[36,39],segment:9,segmentor:47,sel_fc:[10,16],select:[10,16,33,42,53,57],selectiv:[10,16],selector:43,self:[25,34,53,56],selfnorm:[10,16],semant:[23,32,51,56],semat:23,sen_len:55,send:[39,42],sens:10,sent:[23,43],sent_id:32,sentenc:[3,10,32,52,55,56,57],sentiment:[3,25,51,52,55],sentiment_data:56,sentiment_net:56,sentimental_provid:3,separ:[3,9,39,47,52,53,54,55,57],seq:[10,16,54],seq_pool:[10,16],seq_text_print:9,seq_to_seq_data:[47,57],seq_typ:[3,20,54],seqtext_printer_evalu:32,seqtoseq:[10,32,47,57],seqtoseq_net:[10,32,47,57],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,34,47,52,54,55,56,57],sequence_conv_pool:52,sequence_layer_group:10,sequence_nest_layer_group:10,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[8,10,16,32,52,55],seri:[11,17,56],serial:3,serv:[27,36,42,48],server:[23,27,34,37,38],servic:53,session:36,set:[2,3,5,7,9,10,11,15,16,17,20,23,25,26,27,29,32,34,35,36,37,38,39,41,42,43,47,49,50,52,53,54,55,56,57],set_active_typ:34,set_default_parameter_nam:[7,15],set_drop_r:34,set_siz:34,set_typ:34,setp:42,settup:34,setup:[3,34,52],sever:[3,10,16,37,41,42,51,52,54,55,56,57],sgd:[12,23,37,48,56,57],sgdasync_count:38,shallow:55,shape:[10,16,50],shard:42,share:[10,16,26,27,36,39,43,55],shared_bia:[11,17],shared_bias:[10,16],shell:[42,50],shift:50,ship:49,shold:56,shop:56,shorter:50,should:[3,5,9,10,12,16,20,22,23,24,25,29,32,33,37,42,49,52,54,55,56,57],should_be_fals:23,should_be_tru:23,should_shuffl:[3,55],shouldn:33,show:[5,12,16,25,33,39,42,43,47,50,52,54,55,56,57],show_check_sparse_distribution_log:[38,39],show_layer_stat:[38,39],show_parameter_stats_period:[38,39,41,43,52,55,56,57],shown:[3,9,10,16,23,32,34,36,42,48,49,50,52,54,56,57],shrink:34,shuf:54,shuffl:[3,20,54,56],sid:42,side:[10,16,50],sig:42,sigint:37,sigmoid:[6,10,16,17,34],sigmoidactiv:[10,11],sign:42,signal:37,signatur:42,signific:36,similar:[10,16,24,42,52,54],similarli:[10,16,55],simpl:[2,3,9,10,11,14,16,17,20,26,30,33,36,39,52,54,55,56],simple_attent:32,simple_gru:52,simple_lstm:[10,16,52],simple_rnn:[10,32],simplest:42,simpli:[2,10,16,23,26,27,32,33,36,47,50,54,56,57],simplifi:[23,34,43],simultan:42,sinc:[10,16,24,25,36,42,48,52,53,57],sincer:[33,56],singl:[3,9,11,12,17,20,27,34,37,43,50,52,55,57],site:42,six:[47,55,57],size:[3,9,10,11,12,16,17,20,24,25,32,34,37,39,48,49,50,52,53,54,55,56,57],size_a:[10,16],size_b:[10,16],size_t:34,sizeof:47,skill:57,skip:[24,25,37,42,50],slide:12,slightli:49,slope:[10,16],slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,slow:[3,36],small:[3,34,37,39,49,57],small_messag:[38,39],small_vgg:49,smaller:[10,16],smith:56,snap:43,snapshot:42,snippet:[32,34,36,42,52],social:56,sock_recv_buf_s:[38,39],sock_send_buf_s:[38,39],socket:39,softmax:[6,10,11,16,17,23,32,34,47,52,55,56],softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[32,52],softrelu:6,softwar:36,solv:[23,55],solver:57,some:[3,7,10,12,15,16,20,23,25,26,33,34,36,38,39,41,42,48,52,53,54,55,56,57],somedata:22,someth:[3,10,16],sometim:[12,24,36,56],sophist:[25,34,37],sort:[10,16,20,39,42,54,56,57],sourc:[0,8,10,16,24,25,27,30,32,33,42,43,47,52,54,57],source_dict_dim:32,source_language_word:32,space:[9,32,36],space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[3,7,10,12,15,16,20,34,37,39,42,52],sparse_binary_vector:[3,20,52],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15],sparse_value_slot:20,sparse_vector:20,sparse_vector_sequ:20,sparseparam:34,sparseprefetchrowcpumatrix:34,spatial:[10,16,49],speak:[32,57],spec:[42,43],specfii:39,speci:49,special:[10,26,47,52,57],specif:[2,41,49,52,54],specifi:[2,3,9,10,16,20,23,25,26,32,34,39,42,48,49,50,52,53,54,56,57],speech:[10,16],speed:[11,17],spefici:50,sphinx:26,sphinx_rtd_them:26,split:[3,10,16,37,41,42,47,50,52,55],split_count:42,spp:10,sql:2,squar:[6,10,12,16,19,25],squarerootn:13,squarerootnpool:[10,16],squash:57,srand:39,src:57,src_backward:32,src_dict:32,src_embed:32,src_forward:32,src_id:32,src_root:5,src_word_id:32,srl:55,ssh:[27,37,42,43],sshd:27,ssl:26,sstabl:23,stabl:42,stack:[25,42,52,55],stacked_lstm_net:56,stacked_num:56,stackexchang:[10,16],stage:37,stake:57,stale:33,stamp:36,standard:[7,15,47,49,55,56,57],stanford:[20,43],stanh:6,star:53,start:[10,16,25,27,32,33,36,37,39,46,47,51,54,57],start_pass:[38,39],start_pserv:39,startup:42,stat:[26,36,39,55,56,57],state:[10,11,16,17,25,32,39,43,48,55,57],state_act:[10,11,16,17],statement:[34,42],staticinput:[10,32],statist:[10,16,39,52,55,56,57],statset:36,statu:[9,33,36,42,43],status:43,std:[34,39],stderr:37,stdout:37,step:[5,10,11,12,16,17,19,32,34,36,37,42,43,52,54,55,56,57],still:50,stmt1482205552000:42,stmt1482205746000:42,stochast:12,stock:56,stop:[10,37,39,43,54],storag:[42,43,49],store:[9,10,16,34,37,39,42,43,47,49,50,52,54,55,56,57],str:[22,41],straight:33,strategi:[3,19,39,55],street:[10,16,55],strength:48,strict:24,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[2,3,8,9,10,16,34,39,42,56],strip:[52,54,55],structur:[20,37,42,47,49,52,54,55,56,57],sts:42,stub:[10,16],student:53,stuff:33,stun:3,style:[3,10,16,26,33],sub:[9,10,16,20,23,32,34,49,52,57],sub_sequ:3,subgradi:12,submit:[33,38,39,42],subnet0:42,subnet:[23,42],subobjectpath:43,subsequenceinput:10,subset:[34,57],substanti:50,substitut:57,succe:56,succeed:43,success:[42,43,50,55],successfulcr:43,successfuli:56,successfulli:[50,54,56],successor:[39,57],sucessfulli:57,sudo:[26,29,42,49],suffic:[24,25],suffici:39,suffix:57,suggest:[10,16,36],suitabl:[33,39,49],sum:[9,10,12,13,16,32,34],sum_to_one_norm:10,summar:[52,56],sumpool:[10,16],support:[7,9,10,12,15,16,19,20,24,26,27,29,32,34,36,39,42,55],suppos:[25,34,52],sure:[33,34,42,49,56],survei:56,swap_channel:50,swig:[5,26],swig_paddl:[5,20,48],symbol:10,sync:[33,39,48],syncflag:34,synchron:[12,37,39,42],syntact:55,syntax:[24,54],synthect:25,synthes:48,synthet:25,sys:50,system:[26,27,37,43,52,55,56,57],t2b:47,tab:52,tabl:[3,10,16,50,52,57],tableproject:[10,16],tag:[9,32],tagtyp:9,take:[3,5,9,10,11,16,17,23,32,34,36,42,43,48,55,57],taken:[3,55],tanh:[6,10,11,16,17,34],tanhactiv:[10,11,32],taobao:56,tar:[20,26,42],tarbal:42,target:[10,16,32,47,52,57],target_dict_dim:32,target_language_word:32,targetinlink:10,task:[3,9,10,16,25,32,41,47,50,55,56,57],tconf:56,tcp:[39,42],teach:52,tear:36,technician:53,techniqu:[32,34],tee:[43,49,54,55,56,57],tell:[36,54],tellig:56,templat:[43,55],tempor:[10,16,52,55],tensor:10,term:[10,11,16,17,55,56],termin:[27,43],terminolog:25,tese:2,tesh:55,test:[2,3,8,9,10,16,20,23,24,26,27,29,33,36,37,38,47,49,50,52,53,57],test_all_data_in_one_period:[43,49,54,55,56],test_data:57,test_fcgrad:34,test_gpuprofil:36,test_layergrad:34,test_list:[3,8,25,49,52],test_part_000:56,test_pass:[38,39,41,57],test_period:[38,39,41],test_ratio:54,test_wait:[38,39],testa:23,testb:23,testbilinearfwdbwd:36,testconfig:34,tester:[54,57],testfcgrad:34,testfclay:34,testlayergrad:34,testmodel_list:38,testq:23,testsave_dir:38,testutil:34,text:[2,3,9,11,17,20,23,27,32,42,47,51,52,54,56],text_conv:52,text_conv_pool:54,text_fil:[20,56],tflop:36,tgz:26,than:[3,5,7,9,10,11,12,15,16,17,26,27,32,34,37,42,50,55,56,57],thank:[0,47,57],thei:[3,23,25,32,34,36,37,38,42,50,56],them:[2,3,11,17,23,24,25,27,32,36,38,39,42,49,50,52,54,56,57],theori:36,therefor:26,therein:[10,16],therun:50,thi:[2,3,7,8,9,10,11,12,15,16,17,20,23,24,25,26,27,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],thing:[3,25,32,33,36,54,55],think:23,third:[10,16,36,50,56],those:[50,55],thought:36,thread:[34,36,39,41,54,55,56,57],thread_local_rand_use_global_se:[38,39],threadid:41,threadloc:36,three:[3,9,10,12,16,24,25,32,39,48,50,56,57],threshold:[7,9,12,15,39,56],thriller:53,through:[5,10,16,32,34,36,37,47,48,49,56,57],throughout:52,throughput:36,thu:[3,10,16,25,34,42,57],tier:43,tight:26,time:[3,10,11,16,17,19,20,23,24,25,32,36,39,41,43,52,53,55,56,57],timelin:[10,16,36],timeo:42,timer:26,timestamp:[10,16,53],timestep:[3,10,16],titil:54,titl:[33,53,54],tmall:56,todo:[9,11,17,20,22],toend:[10,16],togeth:[3,10,11,16,17,20,32],token:[9,10,23,32,47,56,57],too:[27,29],tool:[32,33,42,56],toolchain:26,toolkit:[26,29],top:[9,50,55],top_k:9,topolog:[16,23],toronto:[20,49],total:[9,24,36,37,43,47,57],total_pass:24,touch:56,tourism:56,tourist:57,toward:25,tra:57,track:10,tractabl:10,tradesman:53,tradit:[10,16],trail:20,train:[1,2,3,5,7,8,9,10,12,15,16,20,30,32,34,35,36,38,44,45,50],train_conf:[47,57],train_config_dir:42,train_data:57,train_id:42,train_list:[3,8,25,49,50,52],train_part_000:56,trainabl:[10,16],traindot_period:38,trainer:[3,5,23,25,34,37,39,41,48,52,55,56,57],trainer_config:[2,3,25,37,42,43,52,54,56],trainer_config_help:[3,6,7,8,9,10,11,12,13,25,34,49,52,54],trainer_count:[38,39,41,42,43,54,55,56,57],trainer_id:[39,42],trainerintern:[52,54,57],training_machin:48,trainingtest_period:38,trainonedatabatch:48,tran:[10,34,39],trane:3,transact:56,transfer:[2,3],transform:[10,16,32,34,48,49,52,55],transform_param_attr:[11,17],translat:[10,11,17,25,47,54,56,57],transpar:37,transport:39,transpos:[10,16,34,48],transposedfullmatrixproject:[10,16],travel:[3,11],travi:[26,33],treat:[10,16,32],tree:[10,16,27,33,39,57],trg:57,trg_dict:32,trg_dict_path:32,trg_embed:32,trg_id:32,trg_ids_next:32,triain:2,trivial:3,trn:52,truck:49,true_imag:24,true_label:24,true_read:24,truth:[9,10,16,52,57],tst:52,tune:[7,15,35,52,54,57],tuninglog_barrier_abstract:38,tupl:[3,8,10,11,16,20,24],ture:[10,16],turn:[10,24,48],tutori:[32,33,34,36,37,42,43,44,45,46,50,52],tweet:56,twelv:57,twitter:56,two:[2,3,10,11,16,17,23,24,25,32,36,37,41,42,47,48,49,50,52,54,55,56,57],txt:[3,34,37,42,52,54,56],type:[3,8,9,10,11,12,16,17,19,20,22,23,24,25,32,34,39,41,42,43,49,50,52,54,55],type_nam:[10,54],typic:[5,9,36,56],ubuntu:29,ubyt:24,uci:20,ufldl:[10,16],uid:43,unbalanc:39,unbound:32,unconstrain:56,under:[25,26,42,53,56],underli:25,understand:[27,36,47,49,56],understudi:57,undeterminist:36,unemploi:53,unexist:55,uniform:[7,10,15,16,20,24,39,48],uniqu:[23,33,39,42],unique_ptr:34,unit:[10,11,16,17,25,26,27,32,33,55],unittestcheckgrad_ep:38,univ:57,unix:37,unk:[47,57],unk_idx:[52,55],unknown:[10,16],unlabel:56,unlik:[55,56,57],unseg:[10,16],unsup:56,unsupbow:56,until:[37,42,55],unus:54,unzip:54,updat:[7,10,12,15,16,26,34,37,39,41,56],updatecallback:34,updatestack:42,upon:[0,55],upstream:33,uri:42,url:[29,56],urls_neg:56,urls_po:56,urls_unsup:56,usag:[2,3,9,10,11,16,17,20,22,25,36,47,48,54],use:[0,2,3,5,7,8,9,10,11,12,15,16,17,19,20,23,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],use_global_stat:[10,16],use_gpu:[38,39,41,43,48,49,50,52,54,55,56,57],use_jpeg:49,use_old_updat:[38,39],use_seq:[25,54],use_seq_or_not:54,used:[2,3,5,9,10,11,12,16,17,19,20,23,24,25,28,29,32,34,36,37,38,39,41,42,47,49,50,52,54,55,56,57],useful:[2,3,10,11,17,32,34,41,52,55,56],usegpu:[34,48],useless:37,user:[2,3,7,9,10,11,15,16,17,20,22,23,24,25,27,33,37,38,39,42,50,52,55],user_featur:54,user_head:54,user_id:54,user_meta:54,user_nam:54,userid:53,usernam:33,uses:[3,32,33,34,39,42,49,50,52,54,57],using:[2,3,5,7,8,10,15,16,20,23,24,25,27,32,33,34,36,39,41,42,43,47,48,49,50,52,55,56],usr:[26,27,37,39,42],usrdict:47,usrmodel:47,usual:[10,16,20,25,26,27,36,39,41,42,56],utf:47,util:[5,26,32,34,36,49,54,56],v28:[10,16],valid:[24,42,50,56],valu:[3,5,7,9,10,12,15,16,19,20,22,25,32,34,39,41,42,48,49,50,55,56],value1:39,value2:39,value_rang:20,vanilla:32,vanish:56,vari:[36,42],variabl:[3,10,16,20,23,25,26,29,34,37,42,43,56],varianc:[10,16,50],vast:33,vector:[3,10,11,16,17,20,23,32,34,47,52,54,56,57],vectorenable_parallel_vector:38,verb:55,veri:[3,10,16,19,32,36,49,52,56],verifi:[33,34],versa:26,version:[10,11,16,17,26,27,29,34,36,37,38,39,42,43,47,49,53,55,56,57],versu:23,vertic:[10,16,50],vgg:[11,17,49],vgg_16_cifar:49,via:[24,26,36,37,42,52],vice:26,view:[10,16],vim:33,virtualenv:54,vision:49,visipedia:49,visual:[10,16,27,36],viterbi:55,voc_dim:52,vocab:56,volum:[27,43],volumemount:[42,43],volumn:42,voluntarili:53,vutbr:20,wai:[3,10,11,16,17,23,25,27,32,34,37,41,54,55,57],wait:[12,39],walk:[5,48],wall:55,want:[3,10,11,16,17,23,24,25,26,27,34,39,41,47,50,52,54,55,56],war:53,warn:[10,16],warp:[10,16,36],wbia:[42,50],web:27,websit:[49,52,55,56],wei:[55,56],weight:[9,10,11,12,16,17,32,34,39,41,49,50],weight_act:[11,17],weightlist:34,weights_:34,weights_t:34,welcom:[54,56],well:[34,39,42,49,52],west:42,western:53,wether:[10,16],what:[7,10,11,12,15,16,17,25,37,52,54],wheel:26,when:[2,3,7,9,10,12,15,16,20,29,32,33,34,36,39,41,42,43,47,48,49,55,56,57],whenev:54,where:[3,10,11,12,16,17,23,25,32,34,36,37,39,41,47,50,55,57],whether:[9,10,11,16,17,24,34,39,48,49,54,56,57],which:[0,2,3,5,9,10,11,12,16,17,20,23,24,25,29,32,34,36,37,39,41,42,48,49,50,52,53,54,55,56,57],whichev:48,whl:26,who:[47,50,53],whole:[3,9,20,42,43,52,53,54,57],whole_cont:54,whose:[3,20,32,54,55],why:[11,17],wide:55,width:[9,10,16,20,24,34,49,57],wiki:[10,16],wikipedia:[10,16],wilder:3,window:[10,16,19,27,56],wise:[10,16],with_avx:27,with_avxcompil:26,with_doccompil:26,with_doubl:34,with_doublecompil:26,with_dsocompil:26,with_gpucompil:26,with_profil:36,with_profilercompil:26,with_pythoncompil:26,with_rdmacompil:26,with_style_checkcompil:26,with_swig_pycompil:26,with_testingcompil:26,with_tim:36,with_timercompil:26,within:[10,25],without:[9,10,16,24,37,56],wmt14:57,wmt14_data:57,wmt14_model:57,wmt:57,woboq:27,won:[36,50],wonder:3,word:[3,9,10,20,32,41,51,54,55,56,57],word_dict:[52,55],word_dim:52,word_id:3,word_slot:55,word_vector:52,word_vector_dim:[32,47],words_freq_sort:20,work:[3,5,20,23,24,26,27,32,33,34,36,37,39,42,43,52,54],worker:42,workercount:42,workflow:[33,42],workspac:[39,54],worri:25,wors:48,would:[22,24,27,37,42,48,52,55],wouldn:27,wrap:55,wrapper:[11,17,36],writ:54,write:[3,20,23,24,32,33,35,37,42,49,54,55,57],writelin:25,writer:[23,53],written:[54,56],wrong:[3,24],wsize:42,wsj:55,www:[10,16,20,27,49,57],x64:26,xarg:[27,34],xgbe0:39,xgbe1:39,xiaojun:56,xrang:[24,25,34],xxbow:56,xxx:[23,27,50,57],xxxxxxxxx:42,xxxxxxxxxx:42,xxxxxxxxxxxxx:42,xxxxxxxxxxxxxxxxxxx:42,xzf:26,y_predict:25,yaml:[42,54],yann:20,year:53,yeild:49,yield:[3,20,23,24,25,32,52,54,55,56],you:[2,3,5,7,10,11,12,15,16,17,25,26,27,29,32,33,34,36,37,39,41,42,47,48,49,50,52,54,55,56,57],your:[3,10,16,23,26,27,34,36,37,41,42,52,56],your_access_key_id:42,your_secrete_access_kei:42,yum:26,yuyang18:[11,17,20,22],yyi:27,zachari:56,zeng:56,zero:[3,7,10,12,15,16,20,34,39,42,52],zhidao:47,zhou:[55,56],zip:53,zone:42,zxvf:42,zzz:27},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","Datasets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Python Data Reader Design Doc","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"case":41,"class":34,"function":47,"new":34,"return":24,AWS:42,Abs:14,DNS:42,EFS:42,For:43,KMS:42,Use:[41,43],Using:[27,33],about:0,absactiv:6,access:42,account:42,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,add:42,address:42,addto:16,addto_lay:10,adversari:48,aggreg:[10,16],algorithm:52,analysi:56,api:[1,4],appendix:52,applic:4,approach:36,architectur:[32,52],argument:[24,38,41,52],asset:42,associ:42,async:39,attent:32,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,avx:27,aws:42,background:25,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:24,batch_norm:16,batch_norm_lay:10,batch_siz:24,beam_search:[10,16],between:23,bidirect:56,bidirectional_lstm:[11,17],bilinear_interp:16,bilinear_interp_lay:10,bleu:57,block_expand:16,block_expand_lay:10,book:27,brelu:14,breluactiv:6,bucket:42,build:[26,28,43],built:36,cach:3,cento:26,check:[10,16,34,37],chines:47,choos:42,chunk_evalu:9,cifar:20,classif:[9,49],classification_error_evalu:9,classification_error_printer_evalu:9,clone:33,cloudform:42,cluster:[37,41,42],code:33,column_sum_evalu:9,command:[40,41,52,57],commit:[33,43],common:39,commun:39,compos:24,concat:16,concat_lay:10,concept:42,config:[4,41,54,55],configur:[21,32,35,37,42,52,54],conll05:20,connect:[10,16],contain:[27,43],content:[36,42],context_project:[10,16],contribut:33,conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,convolut:[49,52],core:42,cos_sim:[10,16],cost:[10,16],cpu:[27,41],creat:[24,33,42,43],creator:24,credenti:42,credit:0,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cudnnavg:19,cudnnmax:19,custom:24,dat:53,data:[10,16,20,24,25,32,42,43,47,48,49,52,54,55,56,57],data_lay:10,datafeed:20,dataprovid:[3,4,39],dataset:[20,53,54,57],datasourc:8,datatyp:20,date:33,debian:29,decayedadagrad:18,decayedadagradoptim:12,decor:24,defin:[42,52,56,57],delet:42,delv:49,demo:42,depend:26,deriv:34,descript:[39,48,53,55],design:[23,24],destroi:42,detail:[39,49],develop:[27,35],devic:41,dictionari:[24,47],differ:41,directori:42,distribut:[23,37,39,42],doc:[23,24],docker:[27,43],document:[27,46],dotmul_oper:[10,16],dotmul_project:[10,16],down:42,download:[26,42,43,47,50,54,57],dropout_lay:[11,17],ec2:42,elast:42,embed:[16,47,52],embedding_lay:10,entri:24,eos:16,eos_lay:10,equat:34,evalu:[9,25,54],evalutaion:57,event:[22,23],exampl:[23,47,48],exercis:49,exp:14,expactiv:6,expand:16,expand_lay:10,extern:42,extract:[47,50,54,57],fc_layer:10,featur:[50,53,54,55],field:54,file:[42,43,52,53,54],find:42,first_seq:[10,16],fork:33,format:52,from:[23,26,28],full_matrix_project:[10,16],fulli:[10,16],gan:48,gate:32,gener:[32,48,57],get:[30,43],get_output:16,get_output_lay:10,github:33,gpu:[27,36,39,41],gradient:34,gradient_printer_evalu:9,group:[10,16,42],gru:[11,17,39],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],guid:29,hand:36,handler:23,hook:33,how:[24,35,36],hsigmoid:[10,16],huber_cost:[10,16],iam:42,ident:14,identity_project:[10,16],identityactiv:6,imag:[10,11,16,17,27,43,49],imagenet:50,imdb:[20,56],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:[24,34,48],infer:[22,52],info:50,ingredi:23,init_hook:3,initi:[41,42],input_typ:3,inspect:42,instal:[26,28,29,42,52],instanc:42,integr:42,interfac:[20,24,50],interpol:16,interpolation_lay:10,introduct:[2,47,50,56,57],isn:24,job:[37,42,43],join:[10,16],keep:33,kei:42,kill:37,kube:42,kubectl:42,kubernet:[42,43],label:55,lambda_cost:[10,16],last_seq:[10,16],lastest:33,launch:37,layer:[10,16,23,34,41],layeroutput:10,layertyp:10,line:[40,52],linear:[14,25],linear_comb:16,linear_comb_lay:10,linearactiv:6,list:24,local:[41,42],log:[14,52],logactiv:6,logist:52,lstm:[11,17,39,55,56],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:24,math:[10,16],matrix:39,max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16],meta:54,mini:24,minibatch:20,misc:[11,17],mix:[10,16,41],mixed_lay:10,mnist:[20,48],model:[3,4,21,23,25,31,32,37,41,47,48,49,50,51,52,57],modifi:43,momentum:18,momentumoptim:12,movi:[53,54],movielen:[20,53,54],multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:24,name:42,nce:16,nce_lay:10,need:[24,36],network:[11,17,32,41,48,49,50,52,54,55],neural:[32,49,52,54,55],neuralnetwork:25,nlp:[11,17,39],non:[3,27],norm:[10,16],nvprof:36,nvvp:36,object:54,observ:[47,50],onli:[24,27],optim:[12,18,35,52],option:[26,47],outlin:38,output:[11,37,42],overview:52,packag:29,pad:16,pad_lay:10,paddl:[24,43],paddlepaddl:[23,27,28,42,46,47,57],pair:42,parallel_nn:41,paramet:[7,15,22,23,39,40,42,47,50],paraphras:47,pass:41,perform:[36,39],pnpair_evalu:9,point:42,pool:[10,13,16,19],pooling_lay:10,power:16,power_lay:10,pre:33,precision_recall_evalu:9,predict:[5,49,50,54,55,56],prefetch:24,prepar:[25,32,37,42,47,48,49,54,56,57],preprocess:[47,49,52,54,57],prerequisit:37,pretrain:[47,57],print:9,privat:42,problem:25,profil:36,provid:[3,24,52,54,55],pull:33,push:33,pydataprovider2:3,python:[5,24,34,50,52,54],quick:52,randomnumb:39,rank:9,rank_cost:[10,16],rat:54,rate:53,reader:[20,23,24],recurr:[10,11,16,17,32,52],recurrent_group:[10,16],recurrent_lay:10,refer:[3,36,55,56],region:42,regress:[25,52,54],relu:14,reluactiv:6,render:42,repeat:16,repeat_lay:10,request:33,requir:[26,33],reshap:[10,16],resnet:50,result:[37,43,57],revis:[33,47],rmsprop:18,rmspropoptim:12,rnn:[31,32,39],role:55,rotat:16,rotate_lay:10,route53:42,run:[37,43,55],sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:16,scaling_lay:10,scaling_project:[10,16],script:43,secur:42,selective_fc:16,selective_fc_lay:10,semant:55,sentiment:[20,56],seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:32,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,sequenti:3,server:[39,42],servic:42,set:[12,40],setup:[26,42],sgd:39,share:23,shuffl:24,sigmoid:14,sigmoidactiv:6,simpl:[25,32],simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:24,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,sourc:[26,28],span:26,spars:41,specifi:[41,47],split:54,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:56,standard:52,stanh:14,stanhactiv:6,start:[23,30,42,43,52],startup:43,structur:48,suffici:24,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,summari:52,sumpool:13,system:42,table_project:[10,16],take:24,tanh:14,tanhactiv:6,tear:42,templat:42,tensor:16,tensor_lay:10,test:[34,39,41,54,55,56],text:57,text_conv_pool:[11,17],timer:36,tip:36,toi:48,tool:36,train:[22,23,24,25,37,39,41,42,43,47,48,49,52,54,55,56,57],trainer:[22,42,54],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,transfer:52,tune:[36,39],tutori:[47,49,51,55,56,57],ubuntu:26,uci_h:20,unit:[34,39],updat:[23,33,42],usag:[24,27,35],use:24,user:[47,53,54,56,57],util:9,value_printer_evalu:9,vector:39,verifi:42,version:33,vgg_16_network:[11,17],visual:50,volum:42,vpc:42,warp_ctc:16,warp_ctc_lay:10,what:36,why:[24,36],wmt14:20,word:[47,52],workflow:57,workspac:37,wrapper:34,write:[34,52],yaml:43,your:33,zoo:[50,51]}})
\ No newline at end of file
diff --git a/develop/doc_cn/_sources/howto/usage/cmd_parameter/arguments_cn.md.txt b/develop/doc_cn/_sources/howto/usage/cmd_parameter/arguments_cn.md.txt
index 2e2a2fcc54a09f4f41e4ebbc317e1409591ddd9c..f7aa525054468670f59309ddf9206af55bb77869 100644
--- a/develop/doc_cn/_sources/howto/usage/cmd_parameter/arguments_cn.md.txt
+++ b/develop/doc_cn/_sources/howto/usage/cmd_parameter/arguments_cn.md.txt
@@ -228,16 +228,6 @@
| | √ | √ |
-
-度量学习(metric learning) | external |
-√ | √ | √ | √ |
-
-
-
-data_server_port |
- | √ | | √ |
-
-
参数服务器(PServer) | start_pserver |
| √ | | √ |
diff --git a/develop/doc_cn/_sources/howto/usage/cmd_parameter/detail_introduction_cn.md.txt b/develop/doc_cn/_sources/howto/usage/cmd_parameter/detail_introduction_cn.md.txt
index 3b573a324d541b024600a254d5266e517db229c5..b4625ba68cf23e5697554ba94efaf0b873f2c1de 100644
--- a/develop/doc_cn/_sources/howto/usage/cmd_parameter/detail_introduction_cn.md.txt
+++ b/develop/doc_cn/_sources/howto/usage/cmd_parameter/detail_introduction_cn.md.txt
@@ -180,15 +180,6 @@
- 用户可以自定义beam search的方法,编译成动态库,供PaddlePaddle加载。 该参数用于指定动态库路径.
- 类型: string (默认: "", null).
-## 度量学习(Metric Learning)
-* `--external`
- - 指示是否使用外部机器进行度量学习.
- - 类型: bool (默认: 0).
-
-* `--data_server_port`
- - 数据服务器(data server)的监听端口,主要用在度量学习中.
- - 类型: int32 (默认: 21134).
-
## 数据支持(DataProvider)
* `--memory_threshold_on_load_data`
diff --git a/develop/doc_cn/howto/usage/cmd_parameter/arguments_cn.html b/develop/doc_cn/howto/usage/cmd_parameter/arguments_cn.html
index 014e5e57d01a0deb45286541468cbeb007fcb459..197e5fbda35201bd242f58eb6471b0f9d4517b4b 100644
--- a/develop/doc_cn/howto/usage/cmd_parameter/arguments_cn.html
+++ b/develop/doc_cn/howto/usage/cmd_parameter/arguments_cn.html
@@ -358,12 +358,6 @@
diy_beam_search_prob_so |
| | √ | √ |
-度量学习(metric learning) | external |
-√ | √ | √ | √ |
-
-data_server_port |
- | √ | | √ |
-
参数服务器(PServer) | start_pserver |
| √ | | √ |
diff --git a/develop/doc_cn/howto/usage/cmd_parameter/detail_introduction_cn.html b/develop/doc_cn/howto/usage/cmd_parameter/detail_introduction_cn.html
index fdd6a3e20ce192ca508774e18820e464c187bcee..0cd040d74a359a61cd463e07b6df5158db52f641 100644
--- a/develop/doc_cn/howto/usage/cmd_parameter/detail_introduction_cn.html
+++ b/develop/doc_cn/howto/usage/cmd_parameter/detail_introduction_cn.html
@@ -188,7 +188,6 @@
测试
GPU
自然语言处理(NLP): RNN/LSTM/GRU
-度量学习(Metric Learning)
数据支持(DataProvider)
单元测试
参数服务器和分布式通信
@@ -470,21 +469,6 @@
-
-
度量学习(Metric Learning)
-
---external
-- 指示是否使用外部机器进行度量学习.
-- 类型: bool (默认: 0).
-
-
---data_server_port
-- 数据服务器(data server)的监听端口,主要用在度量学习中.
-- 类型: int32 (默认: 21134).
-
-
-
-
数据支持(DataProvider)
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index e2b3f7021a3ac6bd8b43d78c943040f487af8d14..0c6d0f4c51bd48efc55e681e7c3ea5dd5a153450 100644
--- a/develop/doc_cn/searchindex.js
+++ b/develop/doc_cn/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/reader/README","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/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/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/concepts/use_concepts_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/reader/README.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/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/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/concepts/use_concepts_cn.rst","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{"paddle.trainer_config_helpers":{attrs:[7,0,0,"-"],data_sources:[8,0,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,1,1,""],ExtraLayerAttribute:[7,2,1,""],ParamAttr:[7,1,1,""],ParameterAttribute:[7,2,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,3,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,4,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","attribute","Python \u5c5e\u6027"],"2":["py","class","Python \u7c7b"],"3":["py","method","Python \u65b9\u6cd5"],"4":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:attribute","2":"py:class","3":"py:method","4":"py:function"},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":63,"0005\u4e58\u4ee5batch":55,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":62,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":62,"000\u4e2atxt\u6587\u4ef6":62,"000\u4f4d\u7528\u6237\u5bf94":59,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":56,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":59,"000\u90e8\u7535\u5f71\u76841":59,"00186201e":5,"00m":41,"02595v1":[10,16],"03m":41,"0424m":41,"0473v3":[11,17],"05d":55,"0630u":41,"06u":41,"0810u":41,"08823112e":5,"0957m":41,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":44,"0\u5c42\u5e8f\u5217":32,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":62,"0ab":[10,16],"0b1":30,"0rc1":28,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":55,"10007_10":62,"10014_7":62,"100m":25,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":56,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":56,"101\u5c42\u7f51\u7edc\u6a21\u578b":56,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":55,"10\u6570\u636e\u96c6":55,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":55,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":55,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"1150u":41,"11e6":49,"12194102e":5,"124n":41,"128\u7ef4\u548c256\u7ef4":54,"13m":49,"1490u":41,"14\u6570\u636e\u96c6":63,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":63,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":46,"152\u5c42\u7f51\u7edc\u6a21\u578b":56,"15501715e":5,"1550u":41,"15\u884c":33,"1636k":63,"16u":41,"173m":56,"173n":41,"1770u":41,"18\u5c81\u4ee5\u4e0b":59,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":49,"197u":41,"1\u7684\u5c42\u4e4b\u5916":46,"1\u7a00\u758f\u6570\u636e":38,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":46,"1\u9664\u4ee5batch":55,"1m\u6570\u636e\u96c6\u4e2d":60,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":60,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":55,"210u":41,"211839e770f7b538e2d8":[11,17],"215n":41,"228u":41,"234m":56,"24\u5c81":59,"2520u":41,"25639710e":5,"25k":58,"2680u":41,"26\u884c":33,"27787406e":5,"279n":41,"27m":41,"285m":41,"2863m":41,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":41,"2977m":41,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":25,"2\u4e2a\u6d6e\u70b9\u6570":26,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":50,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":46,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":50,"2nd":[10,16],"302n":41,"30u":41,"3206325\u4e2a\u8bcd\u548c3\u4e2a\u7279\u6b8a\u6807\u8bb0":54,"32777140e":5,"328n":41,"32\u7ef4":54,"32u":41,"331n":41,"3320u":41,"34\u5c81":59,"35\u65f6":63,"36540484e":5,"36u":41,"3710m":41,"3768m":41,"387u":41,"38u":41,"3920u":41,"39u":41,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"3\u53f7gpu":25,"4035m":41,"4090u":41,"4096mb":44,"4279m":41,"43630644e":5,"43u":41,"448a5b355b84":49,"44\u5c81":59,"4560u":41,"4563m":41,"45u":41,"4650u":41,"4726m":41,"473m":49,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":59,"4gb":44,"500\u4e2atxt\u6587\u4ef6":62,"500m":25,"50\u5c42":56,"50\u5c42\u7f51\u7edc\u6a21\u578b":56,"51111044e":5,"514u":41,"525n":41,"526u":41,"53018653e":5,"536u":41,"5460u":41,"5470u":41,"54u":41,"55\u5c81":59,"55g":63,"5690m":41,"573u":41,"578n":41,"5798m":41,"586u":41,"58s":49,"5969m":41,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":54,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":30,"6080u":41,"6082v4":[10,16],"6140u":41,"6305m":41,"639u":41,"64\u7ef4":54,"655u":41,"6780u":41,"6810u":41,"682u":41,"6970u":41,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":41,"6\u4e2a\u8282\u70b9":42,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":54,"704u":41,"70634608e":5,"7090u":41,"72296313e":5,"72u":41,"73u":41,"75u":41,"760u":41,"767u":41,"783n":41,"784u":41,"78m":41,"7eamaa":20,"7kb":49,"8250u":41,"8300u":41,"830n":41,"849m":41,"85625684e":5,"861u":41,"864k":63,"8661m":41,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":54,"877\u884c":54,"892m":41,"8\u4ee5\u4e0a":37,"901n":41,"90u":41,"918u":41,"9247m":41,"924n":41,"9261m":41,"93137714e":5,"9330m":41,"94u":41,"9530m":41,"96644767e":5,"983m":41,"988u":41,"997u":41,"99982715e":5,"99m":56,"99u":41,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":49,"\u0233":26,"\u03b5":26,"\u4e00":33,"\u4e00\u4e2a":47,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":26,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":55,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u4f5c\u4e1a\u91cc\u5305\u62ec\u82e5\u5e72trainer\u8fdb\u7a0b\u548c\u82e5\u5e72paramet":47,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":48,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":49,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":35,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":55,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":35,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":35,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":35,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":62,"\u4e00\u4e2a\u6216\u591a\u4e2a":48,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":25,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":41,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":32,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":32,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":62,"\u4e00\u4e2a\u7b80\u5355\u7684\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3a":47,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":28,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":38,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":44,"\u4e00\u4e2alabel":33,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":36,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":61,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":58,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":48,"\u4e00\u4e2apserver\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u7aef\u53e3\u7528\u6765\u505a\u7a00\u758f\u66f4\u65b0":47,"\u4e00\u4e9b\u60c5\u51b5\u4e0b":47,"\u4e00\u4e9b\u968f\u673a\u5316\u566a\u58f0\u6dfb\u52a0\u90fd\u5e94\u8be5\u5728dataprovider\u4e2d\u5b8c\u6210":47,"\u4e00\u4eba":33,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":35,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":60,"\u4e00\u65e6\u4f60\u521b\u5efa\u4e86\u4e00\u4e2afork":37,"\u4e00\u65e9":33,"\u4e00\u662fbatch":25,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":42,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":48,"\u4e00\u6b21\u6027\u676f\u5b50":33,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":26,"\u4e00\u7bc7\u8bba\u6587":63,"\u4e00\u7ea7\u76ee\u5f55":[62,63],"\u4e00\u81f4":[32,33],"\u4e00\u822c\u5728paddlepaddle\u4e2d":33,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,26],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u5c01\u88c5\u4e86\u8bb8\u591a\u590d\u6742\u64cd\u4f5c\u7684\u96c6\u5408":47,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":25,"\u4e00\u822c\u6765\u8bf4":36,"\u4e00\u822c\u800c\u8a00":63,"\u4e00\u822c\u8868\u793a":33,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":58,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u4e09\u7ea7\u76ee\u5f55":[62,63],"\u4e0a":37,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":61,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":62,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":33,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":50,"\u4e0a\u7f51":33,"\u4e0a\u8fd0\u884c":28,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":25,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":41,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":42,"\u4e0b":55,"\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":41,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":55,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":61,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":56,"\u4e0b\u56fe\u63cf\u8ff0\u4e86\u7528\u6237\u4f7f\u7528\u6846\u56fe":47,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":38,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":35,"\u4e0b\u6587\u4f7f\u7528":50,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":49,"\u4e0b\u6b21":33,"\u4e0b\u7684":50,"\u4e0b\u8868\u5c55\u793a\u4e86batch":56,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":49,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":30,"\u4e0b\u8f7d\u6570\u636e\u96c6":55,"\u4e0b\u8f7dwmt":63,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":41,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":60,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":48,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u6570\u636e\u6e90\u914d\u7f6e":47,"\u4e0b\u9762\u5217\u51fa\u4e86":36,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":38,"\u4e0b\u9762\u5c06\u5206\u522b\u4ecb\u7ecd\u8fd9\u4e24\u90e8\u5206":47,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":50,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":55,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":55,"\u4e0b\u9762\u662fcifar":55,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":38,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":56,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":56,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":38,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":26,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":32,"\u4e0d":33,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":25,"\u4e0d\u4f1a\u5c06\u6e90\u7801\u5bfc\u5165\u5230\u955c\u50cf\u4e2d\u5e76\u7f16\u8bd1\u5b83":28,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":38,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":63,"\u4e0d\u540c":61,"\u4e0d\u540c\u4e3b\u673a":48,"\u4e0d\u540c\u4ea7\u54c1":62,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":44,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":56,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":36,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":25,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":50,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":3,"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":48,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":35,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":35,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":33,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":48,"\u4e0d\u542b\u53ef\u5b66\u4e60\u53c2\u6570":47,"\u4e0d\u5c11":33,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":35,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":63,"\u4e0d\u6307\u5b9a\u65f6":35,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":48,"\u4e0d\u652f\u6301":61,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":3,"\u4e0d\u6ee1\u8db3\u94a9\u5b50":37,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u63d0\u4ea4\u4ee3\u7801\u5230":37,"\u4e0d\u8fc7":33,"\u4e0d\u8fdc":33,"\u4e0d\u9002\u5408\u63d0\u4ea4\u7684\u4e1c\u897f":37,"\u4e0d\u9519":33,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":36,"\u4e0e":[50,54,63],"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":33,"\u4e0e\u5728":61,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":42,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":50,"\u4e0e\u7ffb\u8bd1":63,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":62,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":63,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":25,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":59,"\u4e0ejob":50,"\u4e0etime":59,"\u4e14":33,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":3,"\u4e14\u652f\u6301\u90e8\u7f72\u5230":48,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":33,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":62,"\u4e24":33,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":42,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":39,"\u4e24\u4e2a\u5d4c\u5957\u7684":35,"\u4e24\u4e2a\u64cd\u4f5c":41,"\u4e24\u4e2a\u6587\u4ef6\u5939":55,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":61,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":33,"\u4e24\u4e2a\u90e8\u5206":39,"\u4e24\u79cd\u7c7b\u522b":58,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":58,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":25,"\u4e2a\u5355\u8bcd":63,"\u4e2a\u6027\u5316\u63a8\u8350":57,"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":60,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":44,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":44,"\u4e2d":[25,38,47,50,55,58,60,61,62],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6":37,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":54,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":63,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":63,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":33,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":58,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":63,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":37,"\u4e2d\u5b89\u88c5":42,"\u4e2d\u5b8c\u6210":62,"\u4e2d\u5b9a\u4e49":36,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":35,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":62,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":56,"\u4e2d\u6307\u5b9a":44,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":46,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":56,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":56,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":27,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":39,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":33,"\u4e2d\u65b0\u7684\u63d0\u4ea4\u5bfc\u81f4\u4f60\u7684":37,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":59,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":50,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":44,"\u4e2d\u7684":56,"\u4e2d\u7684\u4e00\u884c":3,"\u4e2d\u7684\u5185\u5bb9":61,"\u4e2d\u7684\u63a5\u53e3":60,"\u4e2d\u7684\u6570\u636e":56,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":60,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":56,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":62,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":60,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":63,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":48,"\u4e2d\u7684\u7b2ci\u884c":63,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":59,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u4e2d\u7f16\u8bd1paddlepaddl":28,"\u4e2d\u83b7\u53d6":50,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":42,"\u4e2d\u8bbe\u7f6e":42,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":42,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":38,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":25,"\u4e3a":[3,36],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":62,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":38,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":62,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":48,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":38,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":35,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":42,"\u4e3a\u4e86\u66f4\u7075\u6d3b\u7684\u914d\u7f6e":47,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":42,"\u4e3a\u4e86\u7528\u6237\u80fd\u591f\u7075\u6d3b\u7684\u5904\u7406\u6570\u636e":47,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":41,"\u4e3a\u4e86\u8fd8\u539f":26,"\u4e3a\u4e86\u907f\u514d\u7528\u6237\u76f4\u63a5\u5199\u590d\u6742\u7684protobuf":47,"\u4e3a\u4f8b":58,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":42,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":58,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":25,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":41,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":54,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":42,"\u4e3a\u6b64":[37,49],"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":38,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":42,"\u4e3ajson\u6216yaml\u683c\u5f0f":60,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":38,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u539f\u56e0":33,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":25,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":55,"\u4e3b\u8981\u7528\u5728\u5ea6\u91cf\u5b66\u4e60\u4e2d":44,"\u4e3b\u8981\u7531layer\u7ec4\u6210":47,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":25,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":58,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":25,"\u4e3e\u4f8b":25,"\u4e3e\u4f8b\u8bf4\u660e":33,"\u4e4b\u524d":37,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":58,"\u4e4b\u540e":[26,38],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":42,"\u4e4b\u540e\u4f7f\u7528":38,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":38,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":38,"\u4e4b\u540e\u5b9a\u4e49\u7684":55,"\u4e4b\u95f4\u7684\u8ddd\u79bb":26,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":35,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u4e58\u9664\u7b49\u65f6\u5019":25,"\u4e5d\u4e2a":61,"\u4e5f":33,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":35,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":48,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":35,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":41,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":50,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":48,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":58,"\u4e5f\u5c31\u662f\u8bf4":[44,46,54],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":60,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":50,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":41,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":48,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":35,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":25,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":58,"\u4e5f\u79f0\u4f5c":47,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":55,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e7e":33,"\u4e86":33,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":41,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":36,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":36,"\u4e8c\u7ea7\u76ee\u5f55":[62,63],"\u4e8c\u7ef4\u77e9\u9635":56,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":33,"\u4e8c\u8fdb\u5236":54,"\u4e92\u76f8\u901a\u4fe1":48,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":62,"\u4e94\u661f\u7ea7":33,"\u4e9a\u9a6c\u900a":62,"\u4ea4\u901a":33,"\u4ea4\u901a\u4fbf\u5229":33,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":28,"\u4ec0\u4e48":60,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":62,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":60,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":60,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":38,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":38,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":50,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":48,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":58,"\u4ece":[41,61],"\u4ece0\u5230num":44,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":35,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":41,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":62,"\u4ece\u5927\u5230\u5c0f":63,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":61,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":33,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":58,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":63,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":62,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":63,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":38,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":26,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":58,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":63,"\u4ece\u8bed\u4e49\u4e0a\u770b":35,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":33,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":54,"\u4ecestart":44,"\u4ecetest":63,"\u4ed3\u5e93":37,"\u4ed4\u7ec6\u89c2\u5bdf":56,"\u4ed6\u4eec\u5206\u522b\u662f":33,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":33,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":56,"\u4ee3\u66ff":50,"\u4ee3\u7801":60,"\u4ee3\u7801\u4e2d9":33,"\u4ee3\u7801\u5982\u4e0b":36,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":50,"\u4ee3\u8868\u7f16\u53f7":60,"\u4ee5\u4e0a\u4ee3\u7801\u4f1a\u542f\u52a8\u4e00\u4e2a\u5e26\u6709paddlepaddle\u5f00\u53d1\u73af\u5883\u7684docker\u5bb9\u5668":28,"\u4ee5\u4e0a\u6307\u4ee4\u4f1a\u5728":28,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":28,"\u4ee5\u4e0a\u7684":28,"\u4ee5\u4e0b":60,"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":36,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":36,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":59,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":28,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":37,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":58,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":42,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":54,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":42,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u7eafcpu\u7684\u955c\u50cf":28,"\u4ee5\u4fbf\u5ba1\u9605\u8005\u53ef\u4ee5\u770b\u5230\u65b0\u7684\u8bf7\u6c42\u548c\u65e7\u7684\u8bf7\u6c42\u4e4b\u95f4\u7684\u533a\u522b":37,"\u4ee5\u4fbf\u7528\u6237":42,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":38,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":38,"\u4ee5\u5206\u7c7b\u6765\u81ea":62,"\u4ee5\u53ca":38,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":32,"\u4ee5\u53ca\u544a\u8bc9docker":28,"\u4ee5\u53ca\u5728wmt":63,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":55,"\u4ee5\u53ca\u6570\u636e\u8bfb\u53d6\u51fd\u6570":47,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":35,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":38,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":60,"\u4ee5\u53carelu":38,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":42,"\u4ee5\u9017\u53f7":54,"\u4ee5\u9017\u53f7\u95f4\u9694":44,"\u4ef7\u683c":33,"\u4efb\u52a1":60,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":42,"\u4efb\u52a1\u7b80\u4ecb":31,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u4f18\u5316":62,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":38,"\u4f18\u5316\u7b97\u6cd5":47,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":50,"\u4f1a\u5171\u4eab\u53c2\u6570":25,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":44,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":33,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":50,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":25,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":35,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":35,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":25,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":35,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":35,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":38,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":63,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":50,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":35,"\u4f20\u5165":3,"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":25,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":44,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":38,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":44,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":33,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":33,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":26,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":35,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":27,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":33,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u662f":[25,33,37],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":28,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":42,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":43,"\u4f46\u662f\u5982\u679c\u5b58\u5728\u4ee3\u7801\u51b2\u7a81":37,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":33,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":27,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":46,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":25,"\u4f46\u662f\u8fd9\u4e2a\u503c\u4e0d\u53ef\u4ee5\u8c03\u7684\u8fc7\u5927":47,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":63,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":62,"\u4f46\u662fbatch":25,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":3,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":3,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":33,"\u4f4f":33,"\u4f53\u88c1\u5b57\u5178":60,"\u4f53\u88c1\u5b57\u6bb5":60,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":60,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":33,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":36,"\u4f5c\u4e3a\u53c2\u6570\u7684id":25,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":35,"\u4f5c\u4e3a\u6d88\u606f\u957f\u5ea6":47,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":59,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":26,"\u4f5c\u4e3a\u8f93\u51fa":36,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":42,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":33,"\u4f5c\u5bb6":59,"\u4f5c\u7528":32,"\u4f60":37,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":56,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":58,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":54,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":56,"\u4f60\u53ea\u9700\u5b8c\u6210":42,"\u4f60\u53ea\u9700\u81ea\u5df1\u521b\u5efa\u5b83":37,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":58,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":63,"\u4f60\u53ef\u4ee5\u4f7f\u7528":56,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":62,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4f60\u6700\u559c\u6b22\u7684":37,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":42,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":42,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":60,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":60,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":46,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":56,"\u4f60\u53ef\u4ee5\u70b9\u51fb":37,"\u4f60\u53ef\u4ee5\u7528":37,"\u4f60\u53ef\u4ee5\u901a\u8fc7":37,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":56,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":60,"\u4f60\u53ef\u80fd\u8981\u5904\u7406\u51b2\u7a81":37,"\u4f60\u53ef\u80fd\u9700\u8981\u6839\u636egit\u63d0\u793a\u89e3\u51b3\u51b2\u7a81":37,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":54,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":63,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":56,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":56,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":63,"\u4f60\u5c06\u5728\u76ee\u5f55":62,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":60,"\u4f60\u5e94\u8be5\u4ece\u6700\u65b0\u7684":37,"\u4f60\u7684\u4ed3\u5e93":37,"\u4f60\u7684\u4ee3\u7801\u5fc5\u987b\u5b8c\u5168\u9075\u5b88":37,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":42,"\u4f60\u7684\u672c\u5730\u4e3b\u5206\u652f\u4e0e\u4e0a\u6e38\u4fee\u6539\u7684\u4e00\u81f4\u5e76\u662f\u6700\u65b0\u7684":37,"\u4f60\u7684\u8bf7\u6c42":37,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":42,"\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":38,"\u4f60\u9700\u8981\u5728\u672c\u5730\u4ed3\u5e93\u6267\u884c\u5982\u4e0b\u547d\u4ee4":37,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":46,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":38,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":60,"\u4f60\u9700\u8981\u624b\u52a8\u8fdb\u884c\u66f4\u65b0":37,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":38,"\u4f60\u9700\u8981\u9996\u5148\u6dfb\u52a0\u8fdc\u7a0b":37,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":58,"\u4f7f\u5f97":26,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":63,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":25,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":38,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":26,"\u4f7f\u7528":[25,33,35,36,38,41,44,47,58,61,62],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":46,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":46,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":56,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":46,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":46,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":38,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":25,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":49,"\u4f7f\u7528\u4e86":47,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":25,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":61,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":30,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":54,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":62,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":25,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":55,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":54,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":36,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":50,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":49,"\u4f7f\u7528\u624b\u5de5\u6307\u5b9a\u7aef\u53e3\u6570\u91cf":47,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u6848\u4f8b":45,"\u4f7f\u7528\u7684":25,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":44,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":56,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":44,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":44,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":63,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":61,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":55,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":33,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":38,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":54,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":44,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":46,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":46,"\u4f7f\u7528cpu\u8bad\u7ec3":62,"\u4f7f\u7528init":46,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":33,"\u4f7f\u7528max":55,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":33,"\u4f7f\u7528model":46,"\u4f7f\u7528paddlepaddl":58,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":55,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":44,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":55,"\u4f86":33,"\u4f8b\u5982":[3,25,27,33,36,38,41,42,43,44,46,47,50,56,58,60,62],"\u4f8b\u5982\u4e0a\u6587\u7684pod":48,"\u4f8b\u5982\u4e0a\u9762\u7684":26,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":42,"\u4f8b\u5982\u4f7f\u7528":25,"\u4f8b\u5982\u586b\u5145":36,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":33,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":33,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":33,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":25,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":55,"\u4f8b\u5982hostpath":48,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":50,"\u4f8b\u5982sigmoid":38,"\u4f8b\u5982sigmoid\u53d8\u6362":58,"\u4f8b\u5b50\u4e2d\u662f":38,"\u4f8b\u5b50\u4e2d\u662f0":38,"\u4f8b\u5b50\u4e2d\u662f100":38,"\u4f8b\u5b50\u4e2d\u662f4096":38,"\u4f8b\u5b50\u4e2d\u662f8192":38,"\u4f8b\u5b50\u4e2d\u662ffc":38,"\u4f8b\u5b50\u4e2d\u662fsoftmax":38,"\u4f8b\u5b50\u4f7f\u7528":48,"\u4f9bpaddlepaddle\u52a0\u8f7d":44,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":62,"\u4f9d\u8d56\u4e8epython\u7684":55,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":48,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":48,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":28,"\u4fbf\u5229":33,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":33,"\u4fbf\u5b9c":33,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":44,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":63,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":44,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":44,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":56,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":42,"\u4fee\u6539":[48,49],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":49,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":41,"\u4fee\u6539\u6587\u6863":40,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":33,"\u503c\u5f97\u6df1\u5165\u5206\u6790":41,"\u503c\u7c7b\u578b":46,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":25,"\u5047\u8bbe":38,"\u5047\u8bbe\u53d8\u91cf":26,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":38,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":54,"\u504f\u7f6e\u53c2\u6570":56,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":38,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":44,"\u505c\u7535":33,"\u513f\u7ae5\u7247":59,"\u5143\u7d20":32,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":32,"\u5148\u4f7f\u7528\u547d\u4ee4":47,"\u5148\u8c03\u7528initializer\u51fd\u6570":58,"\u5168\u5bb6":33,"\u5168\u8fde\u63a5\u5c42":[26,47,54,55,60],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":38,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":60,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":56,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":38,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":38,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":38,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":38,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":61,"\u516c\u5f0f":28,"\u516c\u94a5\u5199\u5165":42,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":61,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":61,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":50,"\u5171\u670932":54,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":55,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":33,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u5173\u4e8eunbound":35,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":55,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":55,"\u5176\u4e2d":[3,25,26,36,38,47,54,55,56],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":56,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":55,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":55,"\u5176\u4e2d\u5305\u542b6":59,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":55,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":62,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":61,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":63,"\u5176\u4e2d\u6570\u636e\u6e90\u914d\u7f6e\u4e0edataprovider\u7684\u5173\u7cfb\u662f":47,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":58,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":32,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":63,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":63,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":63,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":56,"\u5176\u4e2dbeam":63,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":44,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":44,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4ed6":59,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":63,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":25,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":25,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":58,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":46,"\u5176\u4ed6\u7528\u6237\u5206\u652f\u662f\u7279\u5f81\u5206\u652f":37,"\u5176\u4ed6\u884c\u53ef\u4ee5\u6dfb\u52a0\u4e00\u4e9b\u7ec6\u8282":37,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":36,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":38,"\u5176\u4f59\u884c\u662f":54,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":60,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":48,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":58,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":58,"\u5176\u5b83layer\u7684\u8f93\u51fa":35,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":25,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":48,"\u5176\u6b21":[3,33,58],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":61,"\u5176\u8bf4\u660e\u5982\u4e0b":33,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":63,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":36,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":25,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,38],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":35,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":41,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":25,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":58,"\u5177\u4f53\u7684\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":47,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u5177\u4f53\u8ba1\u7b97\u662f\u901a\u8fc7\u5185\u90e8\u7684":47,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":56,"\u5177\u4f53\u8bf7\u53c2\u8003":3,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":33,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":62,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":36,"\u5185\u5b58":41,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":44,"\u5185\u5bb9":58,"\u5185\u5bb9\u5982\u4e0b":49,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":33,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":50,"\u5185\u90e8":50,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":60,"\u518d\u4f20\u5165\u7ed9train":47,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":33,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":33,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":33,"\u518d\u6307\u5b9a":27,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":38,"\u518d\u901a\u8fc7\u51fd\u6570":50,"\u5192\u9669\u7247":59,"\u5197\u4f59\u7b49\u529f\u80fd":48,"\u5199\u4e0b\u4f60\u7684\u6ce8\u91ca":37,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":63,"\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":38,"\u519c\u6c11":59,"\u51c6\u5907":33,"\u51c6\u5907\u597d\u6570\u636e":60,"\u51c6\u5907\u6570\u636e":31,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":36,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":25,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":25,"\u51cf\u5c0fbatch":25,"\u51fa\u53bb\u73a9":33,"\u51fa\u5dee":33,"\u51fa\u6765":33,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":25,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":25,"\u51fd\u6570":[3,26,36,38,41,61,62],"\u51fd\u6570\u4e2d":36,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":42,"\u51fd\u6570\u5047\u8bbe":36,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":41,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":35,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":36,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":38,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":38,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":35,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":38,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":41,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":38,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":38,"\u5206\u4e3a\u597d\u8bc4":58,"\u5206\u522b\u4e3a":54,"\u5206\u522b\u4e3atrain":63,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":35,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":33,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":63,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":35,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":26,"\u5206\u522b\u662f":32,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":36,"\u5206\u522b\u662fsentences\u548clabel":33,"\u5206\u522b\u662fwords\u548clabel":33,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":38,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":33,"\u5206\u5272":[59,61],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":60,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":37,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":41,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":62,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":56,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":54,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":54,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":54,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":44,"\u5206\u9694":[54,60],"\u5206\u9694\u7b26\u4e3a":59,"\u5217\u8868":60,"\u5217\u8868\u5982\u4e0b":3,"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":38,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f1a\u9ed8\u8ba4\u751f\u6210\u4e00\u4e2alist\u6587\u4ef6":47,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":61,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":44,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":44,"\u5219\u5148\u505a\u5d4c\u5165":60,"\u5219\u53ef\u4ee5\u50cf":42,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":58,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":44,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":41,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":44,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":25,"\u5219\u9700\u8981\u914d\u7f6e":48,"\u521b\u5efa":37,"\u521b\u5efa\u4e00\u4e2akubernet":50,"\u521b\u5efa\u5e76\u6d4b\u8bd5\u4f60\u7684\u4ee3\u7801":37,"\u521b\u5efa\u6210\u529f\u540e":50,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":63,"\u521b\u5efa\u8fdc\u7a0b\u5206\u652f":37,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":38,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":38,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":44,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":54,"\u521d\u59cb\u5316\u7236\u7c7b":38,"\u521d\u59cb\u5316biases_":38,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":35,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":58,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":25,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":60,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":62,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":35,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":58,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":48,"\u5229\u843d":33,"\u5230":[25,36],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":42,"\u5230\u672c\u5730":37,"\u5230\u76ee\u524d\u4e3a\u6b62":61,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":50,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":50,"\u5237\u7259":33,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":50,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":63,"\u524d\u53f0":33,"\u524d\u5411\u4f20\u64ad":38,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":38,"\u524d\u5411\u548c\u540e\u5411":38,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":38,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":58,"\u52a0\u5165":41,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":36,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":36,"\u52a0\u8f7d\u6570\u636e":61,"\u52a0\u8f7d\u6a21\u578b":61,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":63,"\u52a0\u8f7dtest":44,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"\u52a8\u4f5c\u7247":59,"\u52a8\u753b\u7247":59,"\u52a8\u8bcd":61,"\u52a9\u624b":38,"\u5305\u542b12":62,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":54,"\u5305\u542b3\u4e2a\u5c5e\u6027":54,"\u5305\u542b50":62,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":25,"\u5305\u62ec":[44,58,61,63],"\u5305\u62ec\u4e86\u56fe\u50cf\u7684\u5377\u79ef":47,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":59,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":25,"\u5305\u62ec\u5b66\u4e60\u7387":47,"\u5305\u62ec\u6570\u636e\u8f93\u5165":26,"\u5305\u62ec\u751f\u6210cpu":27,"\u5305\u62ec\u7b80\u5355\u7684":58,"\u5305\u62ecbool":46,"\u5305\u62ecdocker\u955c\u50cf":29,"\u5305\u62eclinux":28,"\u5305\u662f\u6700\u65b0\u7684":25,"\u5305\u6bd4\u8f83\u8001":25,"\u5305\u7684\u65b9\u6cd5\u662f":25,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":33,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":33,"\u533b\u751f":59,"\u533b\u7597\u4fdd\u5065":59,"\u5341\u4e00":33,"\u5347\u5e8f\u6392\u5217":63,"\u534e\u6da6\u4e07\u5bb6":33,"\u5355\u4f4d\u662fmb":44,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":25,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":43,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":33,"\u5355\u53cc\u5c42rnn":34,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":26,"\u5355\u5c42":35,"\u5355\u5c42\u4e0d\u7b49\u957frnn":33,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":33,"\u5355\u5c42\u5e8f\u5217":32,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":32,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":32,"\u5355\u5c42\u6216\u53cc\u5c42":32,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u5355\u5c42rnn":[33,35],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":33,"\u5355\u673a\u6a21\u5f0f\u7528\u547d\u4ee4":47,"\u5355\u673a\u8bad\u7ec3\u901a\u5e38\u53ea\u5305\u62ec\u4e00\u4e2atrainer\u8fdb\u7a0b":47,"\u5355\u673acpu\u8bad\u7ec3":25,"\u5355\u673agpu\u8bad\u7ec3":25,"\u5355\u6b65\u51fd\u6570":36,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":36,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":36,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":36,"\u5355\u8fdb\u5355\u51fa":35,"\u536b\u751f":33,"\u5373":[25,26,39,50,58,62],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":33,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":33,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":33,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":33,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":33,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":33,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":33,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":44,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4fbf\u8bbe\u7f6e":25,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":35,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":36,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":62,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":35,"\u5373\u53ef":26,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":25,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":33,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":25,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":3,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":58,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":33,"\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":33,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":26,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":35,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":32,"\u5373\u6574\u6570\u6570\u7ec4":33,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":33,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":33,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":62,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":62,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":33,"\u5373\u7f51\u5361\u540d":50,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":25,"\u5373\u8bbe\u7f6e":25,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":25,"\u5373input":35,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":33,"\u5377\u79ef\u5c42":55,"\u5377\u79ef\u5c42\u6743\u91cd":56,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":55,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":58,"\u5378\u8f7dpaddlepaddle\u5305":25,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":33,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":25,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":30,"\u53bb\u8fc7":33,"\u53c2\u6570":[3,7,8,9,10,11,12,15,16,17,19,20,22,38,43,50,54,56,62],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":25,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":61,"\u53c2\u6570\u5373\u53ef":62,"\u53c2\u6570\u540d":56,"\u53c2\u6570\u6570\u91cf":58,"\u53c2\u6570\u670d\u52a1\u5668":43,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":44,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":44,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":25,"\u53c2\u6570\u6982\u8ff0":45,"\u53c2\u6570\u7684\u89e3\u6790":50,"\u53c2\u6570\u7ef4\u5ea6":54,"\u53c2\u6570\u884c":54,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":33,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":36,"\u53c2\u8003":48,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":41,"\u53c2\u8003\u6587\u732e":63,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":33,"\u53c2\u8003\u955c\u50cf\u7684":50,"\u53c8":33,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":32,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":25,"\u53ca":38,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":36,"\u53cc\u5c42":35,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":33,"\u53cc\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":33,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":35,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":32,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":32,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":33,"\u53cc\u5c42rnn":35,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":33,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":33,"\u53cc\u7f13\u51b2":47,"\u53cc\u8fdb\u5355\u51fa":35,"\u53cc\u8fdb\u53cc\u51fa":35,"\u53cd\u4e4b\u5219":61,"\u53cd\u5411\u4f20\u64ad":38,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":25,"\u53d1\u884c\u548c\u7ef4\u62a4":37,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":44,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":27,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":27,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":27,"\u53d8\u6362\u77e9\u9635":38,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":33,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":59,"\u53e5\u5b50":62,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":61,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":58,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":62,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":28,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":41,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":25,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":28,"\u53e6\u4e00\u65b9\u9762":62,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":46,"\u53e6\u5916":[33,47],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":56,"\u53e6\u5916\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u5982\u679c\u592a\u5927\u7684\u8bdd":47,"\u53ea\u4f5c\u4e3aread":35,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":44,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":59,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":27,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":56,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":33,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":58,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u6309\u88c5cuda\u9a71\u52a8":28,"\u53ea\u6709":33,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":54,"\u53ea\u6709\u542b\u6709\u4eba":59,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":44,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":35,"\u53ea\u7528\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":28,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":46,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":33,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":25,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":28,"\u53ea\u8bfbmemory\u8f93\u5165":35,"\u53ea\u9488\u5bf9\u5185\u5b58":25,"\u53ea\u9700\u4e2d\u65ad":42,"\u53ea\u9700\u4f7f\u7528":42,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":62,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":63,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":42,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":36,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":60,"\u53ea\u9700\u8981\u8fd0\u884c":60,"\u53ef\u4ee5":[33,42],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":28,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":25,"\u53ef\u4ee5\u4f7f\u7528":[25,47],"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":30,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":25,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":44,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":25,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":49,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":55,"\u53ef\u4ee5\u53c2\u8003":[33,36,47,48,50,63],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":54,"\u53ef\u4ee5\u542f\u52a8":47,"\u53ef\u4ee5\u542f\u52a8\u4e00\u4e2atrainer\u8fdb\u7a0b":47,"\u53ef\u4ee5\u542f\u52a8\u5206\u5e03\u5f0f\u4f5c\u4e1a":47,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":41,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":50,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":61,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":61,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":48,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":48,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":35,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":41,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":33,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":62,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[32,35],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":35,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":38,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":35,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":35,"\u53ef\u4ee5\u6709\u53ef\u5b66\u4e60\u7684\u53c2\u6570":47,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":44,"\u53ef\u4ee5\u67e5\u770b":50,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":49,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":46,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":55,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":48,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":41,"\u53ef\u4ee5\u7528\u811a\u672c":28,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":32,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":41,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":25,"\u53ef\u4ee5\u8bbe\u7f6e":55,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":60,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":55,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":46,"\u53ef\u4ee5\u901a\u8fc7":48,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":36,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":58,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":46,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":58,"\u53ef\u80fd\u4f1a\u53d1\u751f\u4e00\u4e9b\u51b2\u7a81":37,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":50,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":25,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":25,"\u53ef\u80fd\u7684\u53c2\u6570\u662f":47,"\u53ef\u80fd\u7684\u547d\u4ee4\u662f":37,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":41,"\u53ef\u9009":[3,38],"\u53f3\u8fb9\u662f":56,"\u5403":33,"\u5403\u996d":33,"\u5404\u65b9\u9762":33,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":55,"\u5408":33,"\u5408\u5e76":63,"\u5408\u5e76\u6bcf\u4e2a":63,"\u5408\u7406":33,"\u540c\u65f6":[25,41],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":27,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":25,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":35,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":58,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":56,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":58,"\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":41,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":25,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":25,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":29,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":46,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":25,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":44,"\u540c\u6837\u529f\u80fd\u7684":47,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":35,"\u540c\u6b65\u4ee3\u7801":37,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":44,"\u540d\u79f0":58,"\u540e":[25,27,50,62],"\u540e\u5411\u4f20\u64ad":38,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":62,"\u5411\u91cfenable_parallel_vector":43,"\u5426":27,"\u5426\u5219":[2,42,60],"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":63,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":44,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":44,"\u5426\u5219\u4f7f\u7528gpu":46,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":36,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":42,"\u5426\u5b9a":61,"\u542b\u4e49":[56,62],"\u542b\u53ef\u5b66\u4e60\u53c2\u6570":47,"\u542b\u6709":59,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":38,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u542f\u52a8\u4e00\u4e2apserver\u8fdb\u7a0b":47,"\u542f\u52a8\u4e4b\u540e":47,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":50,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":44,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":44,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":44,"\u5440":33,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":60,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":60,"\u5468\u56f4":33,"\u547d\u4ee4":42,"\u547d\u4ee4\u4e3a":49,"\u547d\u4ee4\u5176\u5b9e\u4f1a\u542f\u52a8\u4e00\u4e2a\u57282202\u7aef\u53e3\u76d1\u542c\u7684sshd\u670d\u52a1\u5668":28,"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":49,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":27,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":58,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":58,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":27,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":42,"\u547d\u540d\u7a7a\u95f4":48,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":48,"\u548c":[25,26,27,28,33,36,37,38,39,41,42,46,47,48,54,55,58,60,63],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":33,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u548c\u4e2d\u6587\u6587\u6863":39,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":25,"\u548c\u504f\u7f6e\u5411\u91cf":38,"\u548c\u533a\u57df\u6807\u8bb0":61,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":32,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":48,"\u548c\u5dee\u8bc4":58,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":32,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":36,"\u548c\u68af\u5ea6\u622a\u65ad":58,"\u548c\u6a21\u578b\u8def\u5f84":62,"\u548c\u6c60\u5316":47,"\u548c\u771f\u5b9e":26,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":33,"\u548c\u7b2c6\u884c\u7684":63,"\u548c\u90e8\u5206layer":35,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":63,"\u548cargument":61,"\u548cavgpool":32,"\u548ccudnn":30,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":56,"\u54c1\u8d28":33,"\u54ea\u4e9b\u4e0d\u662f":33,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":36,"\u5546\u52a1":33,"\u554a":33,"\u559c\u5267\u7247":59,"\u5668":58,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":3,"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":26,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":38,"\u56e0\u4e3a\u5176\u4e3a\u8d1f\u8d23\u63d0\u4f9bgradient":47,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":61,"\u56e0\u4e3a\u53c2\u6570":46,"\u56e0\u4e3a\u589e\u52a0\u8fd9\u4e2a\u503c":47,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":36,"\u56e0\u4e3a\u5b83\u6bd4":36,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":50,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":48,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":55,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":28,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":25,"\u56e0\u6b64":[2,3,33,35,38,47],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":33,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":54,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":59,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":55,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":33,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":38,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":43,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":56,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":25,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":62,"\u56fe":[56,62],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":62,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":62,"\u56fe\u4e2d\u6bcf\u4e2a\u7070\u8272\u65b9\u5757\u662f\u4e00\u53f0\u673a\u5668":47,"\u56fe\u50cf\u5206\u7c7b":57,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":56,"\u56fe\u50cf\u63cf\u8ff0":63,"\u56fe\u7247\u5206\u4e3a10\u7c7b":55,"\u56fe\u7684\u5e95\u90e8\u662fword":62,"\u56fe\u8868":[28,62],"\u5728":[3,30,32,33,36,37,42,47,56,58,59,61],"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":49,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":38,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":61,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":44,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":33,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":49,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":58,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":55,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":48,"\u5728\u4e0d\u540c\u7684\u5e94\u7528\u91cc":47,"\u5728\u4e4b\u540e\u7684":25,"\u5728\u4ee3\u7801\u5ba1\u67e5":37,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":63,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":62,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":38,"\u5728\u51fd\u6570":50,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":44,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":44,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":33,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":44,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":44,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":33,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":25,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":33,"\u5728\u5404\u4e2a\u673a\u5668\u4e0a\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":47,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":48,"\u5728\u542f\u52a8job\u4e4b\u524d":50,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":44,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":50,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":50,"\u5728\u5c42\u4e2d\u6307\u5b9a":46,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":35,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":55,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":38,"\u5728\u5f97\u5230":50,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":36,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":62,"\u5728\u62c9":37,"\u5728\u63d0\u4ea4\u524d\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":37,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":58,"\u5728\u6587\u4ef6":60,"\u5728\u6587\u4ef6\u7684\u5f00\u59cb":47,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":62,"\u5728\u672c\u4f8b\u4e2d":[33,46],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[36,55],"\u5728\u672c\u6587\u4e2d":42,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":42,"\u5728\u672c\u6f14\u793a\u4e2d":62,"\u5728\u672c\u793a\u4f8b\u4e2d":[33,62],"\u5728\u672c\u8282\u4e2d":36,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":44,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":42,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":58,"\u5728\u6b64":[0,43,46],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":58,"\u5728\u6b64\u611f\u8c22":54,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":36,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":33,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":36,"\u5728\u6bcf\u4e2a\u673a\u5668\u4e2d":47,"\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":50,"\u5728\u6bcf\u8bad\u7ec3":60,"\u5728\u6d4b\u8bd5\u9636\u6bb5":44,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":56,"\u5728\u6f14\u793a\u4e2d":61,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":48,"\u5728\u751f\u6210\u65f6":36,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":63,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":63,"\u5728\u7528\u6237\u6587\u4ef6user":60,"\u5728\u7535\u5f71\u6587\u4ef6movi":60,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":63,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":55,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":38,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":63,"\u5728\u811a\u672c":60,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":32,"\u5728\u8bad\u7ec3\u4e2d":36,"\u5728\u8bad\u7ec3\u4e4b\u524d":50,"\u5728\u8bad\u7ec3\u4e86":60,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":60,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":55,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u5728\u8bad\u7ec3\u65f6":49,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[50,63],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":44,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8be5\u914d\u7f6e\u76847":33,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":63,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":58,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":41,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":35,"\u5728\u8fd0\u884c":62,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":63,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[26,62],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[38,49],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":33,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":41,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":36,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":61,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":60,"\u5728\u8fd9\u4e9blayer\u4e2d":33,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":62,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[36,38],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":35,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":49,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":50,"\u5728\u8fd9\u91cc":35,"\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":38,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":56,"\u5728\u91c7\u7528sgd":25,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":46,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":62,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":62,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":48,"\u5728cub":55,"\u5728docker\u5f00\u53d1\u73af\u5883\u4e2d\u7f16\u8bd1\u4e0e\u5b89\u88c5paddlpaddle\u4ee3\u7801":28,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":48,"\u5728linux\u4e0b":63,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":60,"\u5728movielen":60,"\u5728paddl":50,"\u5728paddle\u4e2d":46,"\u5728paddlepaddle\u4e2d":35,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":33,"\u5728paddlepaddle\u91cc":26,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":35,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":35,"\u5728trainer":46,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":33,"\u5730\u7406\u4f4d\u7f6e":33,"\u5730\u94c1\u7ad9":33,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":56,"\u5747\u5300\u5206\u5e03":25,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":44,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":33,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":33,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":35,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":60,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,58],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":40,"\u57fa\u672c\u76f8\u540c":54,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":49,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":46,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":38,"\u58f0\u660epython\u6570\u636e\u6e90":60,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":41,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":58,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":35,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":55,"\u5904\u7406batch":47,"\u5907\u6ce8":41,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":41,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":33,"\u5916\u5c42outer_step\u4e2d":33,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":58,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":35,"\u591a\u673a\u8bad\u7ec3":25,"\u591a\u673a\u8bad\u7ec3\u7684\u7ecf\u5178\u62d3\u6251\u7ed3\u6784\u5982\u4e0b":47,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":35,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":62,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":38,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":38,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":61,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":38,"\u5927\u5b66\u751f":59,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":28,"\u5927\u5c0f":42,"\u5929":33,"\u5929\u4e00\u5e7f\u573a":33,"\u5929\u4e00\u9601":33,"\u5929\u732b":62,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":38,"\u5934\u6587\u4ef6\u5982\u4e0b":38,"\u5947\u5e7b\u7247":59,"\u597d":33,"\u597d\u5403":33,"\u597d\u8bc4":58,"\u5982":[3,36,42,46,47],"\u59822":42,"\u5982\u4e0b":[3,60,62],"\u5982\u4e0b\u56fe\u6240\u793a":[33,41,55],"\u5982\u4e0b\u6240\u793a":[46,56,60],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":58,"\u5982\u4f55":60,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":40,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":40,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":58,"\u5982\u4fe1\u606f\u63d0\u53d6":61,"\u5982\u56fe2\u6240\u793a":62,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":62,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":63,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":38,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":56,"\u5982\u679c\u4e0d\u4e3a0":44,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":58,"\u5982\u679c\u4e0d\u6536\u655b":25,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":60,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":44,"\u5982\u679c\u4e3afals":44,"\u5982\u679c\u4e3atrue":[3,44],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":27,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":44,"\u5982\u679c\u4f20\u5165\u4e00\u4e2alist\u7684\u8bdd":47,"\u5982\u679c\u4f20\u5165\u5b57\u7b26\u4e32\u7684\u8bdd":47,"\u5982\u679c\u4f60\u4e00\u76f4\u5728\u505a\u4e00\u4e9b\u6539\u53d8":37,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":62,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":36,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":62,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":46,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":44,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":63,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":62,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":36,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":55,"\u5982\u679c\u4f60\u7684\u4ed3\u5e93\u4e0d\u5305\u542b":37,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":38,"\u5982\u679c\u4f7f\u7528":[42,54],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":30,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":48,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":25,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":25,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":54,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":44,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":44,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":44,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":25,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":61,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":25,"\u5982\u679c\u5df2\u5b89\u88c5":61,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":50,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":27,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":28,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":60,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":41,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":41,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":41,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":33,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":41,"\u5982\u679c\u6211\u4eec\u60f3\u8fd9\u6837\u505a":28,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":41,"\u5982\u679c\u6267\u884c\u5931\u8d25":48,"\u5982\u679c\u6267\u884c\u6210\u529f":56,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u636e\u89c4\u6a21\u6bd4\u8f83\u5927":47,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":62,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":48,"\u5982\u679c\u662f\u5e8f\u5217":60,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":35,"\u5982\u679c\u6709\u5fc5\u8981\u7684\u8bdd":37,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u672a\u8bbe\u7f6e":44,"\u5982\u679c\u672a\u8bbe\u7f6egpu":46,"\u5982\u679c\u672c\u5730\u6ca1\u6709\u63d0\u4ea4":37,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":41,"\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":44,"\u5982\u679c\u6ca1\u6709\u51b2\u7a81":37,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":35,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":63,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":44,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":54,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":25,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":41,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":42,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":25,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":38,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":36,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":62,"\u5982\u679c\u8981\u542f\u7528gpu":42,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":25,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":60,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":25,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":44,"\u5982\u679c\u8f93\u51fa\u662fno":28,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[56,62],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":42,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":38,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":38,"\u5982\u679clearning_rate\u592a\u5927":25,"\u5982\u679clearning_rate\u592a\u5c0f":25,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":25,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":25,"\u5982\u9ad8\u4eae\u90e8\u5206":41,"\u5b50":33,"\u5b50\u53e5":35,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":35,"\u5b57\u5178":63,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":63,"\u5b57\u5178\u5171\u5305\u542b":54,"\u5b57\u5178\u6587\u4ef6":[61,62],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":54,"\u5b57\u5178imdb":62,"\u5b57\u6bb5\u4e2d":50,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":50,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":50,"\u5b58\u50a8\u5377":48,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":62,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":63,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":60,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":62,"\u5b66\u4e60\u7b97\u6cd5":26,"\u5b66\u672f":59,"\u5b81\u6ce2":33,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":62,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":26,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":36,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":42,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":36,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":56,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":38,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":38,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":30,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":63,"\u5b83\u53eb\u505a":36,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":62,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":42,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":37,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":41,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":63,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":38,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":63,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":42,"\u5b83\u5b9a\u4e49\u4e86":36,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":26,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":36,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":42,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":63,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":56,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":63,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":38,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":33,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":33,"\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":42,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":63,"\u5b83\u7684":36,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":62,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":32,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":62,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":38,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":62,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":62,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":26,"\u5b83\u8fd4\u56degen":63,"\u5b83\u8fd4\u56detrain":63,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":62,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":38,"\u5b89\u6392":33,"\u5b89\u88c5":37,"\u5b89\u88c5\u4e0e\u6d4b\u8bd5paddlepaddl":28,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":31,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":30,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":39,"\u5b89\u88c5\u5b8c\u6210\u540e":30,"\u5b89\u88c5\u6d41\u7a0b":[31,58],"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":58,"\u5b89\u88c5pillow":55,"\u5b89\u9759":33,"\u5b8c\u6210":47,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":35,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":50,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":32,"\u5b8c\u6574\u6559\u7a0b":53,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":25,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":38,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":36,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":36,"\u5b98\u65b9\u6587\u6863":27,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":35,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":61,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":55,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":26,"\u5b9a\u4e49\u5728\u5916\u5c42":35,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":44,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":26,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":36,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":36,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":62,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u5927\u5c0f":47,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":26,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":36,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":36,"\u5b9e\u4f8b\u5982\u4e0b":61,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":33,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":38,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":36,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":38,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":38,"\u5b9e\u73b0\u7ec6\u8282":38,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":38,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":38,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":35,"\u5b9e\u73b0\u8be5\u5c42\u7684c":38,"\u5b9e\u9645\u4e0a\u53ea\u6709":56,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":59,"\u5ba2\u6237":33,"\u5ba2\u6237\u670d\u52a1":59,"\u5ba2\u6237\u7aef\u514b\u9686\u4f60\u7684\u4ed3\u5e93":37,"\u5bb6":33,"\u5bb9\u5668":48,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":48,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":50,"\u5bbf\u4e3b\u673a\u76ee\u5f55":48,"\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":41,"\u5bf9":33,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":3,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":3,"\u5bf9\u4e8e":36,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":33,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":33,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":33,"\u5bf9\u4e8e\u53cc\u5c42rnn":33,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":33,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":38,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":63,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":33,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":33,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2apaddlepaddle\u7248\u672c":28,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":60,"\u5bf9\u4e8e\u7b80\u5355\u7684\u591a\u673a\u534f\u540c\u8bad\u7ec3\u4f7f\u7528\u4e0a\u8ff0\u65b9\u5f0f\u5373\u53ef":47,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":58,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":36,"\u5bf9\u4e8eamazon":58,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":38,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":55,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":35,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":35,"\u5bf9\u5e94\u4e8e\u5b57\u5178":54,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6027\u80fd\u5c24\u5176\u662f\u5185\u5b58\u5360\u7528\u6709\u4e00\u5b9a\u7684\u5f00\u9500":47,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":63,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":58,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":62,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":63,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":38,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":38,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":38,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":58,"\u5bf9\u8c61":[25,47],"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":60,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":35,"\u5bf9\u9762":33,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":3,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":25,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":25,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":25,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":25,"\u5c01\u88c5\u4e86":41,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":38,"\u5c06":[3,25,41,47,58],"\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":36,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":60,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":44,"\u5c06\u5176\u8bbe\u7f6e\u6210":25,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":33,"\u5c06\u542b\u6709\u5b50\u53e5":35,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":55,"\u5c06\u5728":55,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":42,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":48,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":33,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":44,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":25,"\u5c06\u5f00\u53d1\u73af\u5883\u6784\u5efa\u4e3adocker\u955c\u50cf":28,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":36,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":54,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":55,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":38,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":60,"\u5c06\u672c\u5730\u66f4\u65b0\u5230\u6700\u65b0\u7684\u4ee3\u7801\u5e93":37,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":50,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":63,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":50,"\u5c06\u7528\u6237\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u7684\u6570\u636e\u7c7b\u578b":47,"\u5c06\u7b80\u5355\u5730\u6267\u884c\u5feb\u8fdb":37,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":50,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":54,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":50,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":58,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":42,"\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":33,"\u5c06\u900f\u660e":42,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":50,"\u5c11\u4e8e5":42,"\u5c1a\u53ef":33,"\u5c31":33,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":28,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":48,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":25,"\u5c31\u662f":33,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":26,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":41,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":58,"\u5c31\u8fd9\u4e48\u7b80\u5355":28,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":41,"\u5c3a\u5bf8":56,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":55,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":61,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":38,"\u5c42\u6743\u91cd":56,"\u5c42\u6b21\u5316\u7684rnn":35,"\u5c42\u7279\u5f81":56,"\u5c42\u7684\u540d\u79f0\u4e0e":36,"\u5c42\u7684\u5927\u5c0f":38,"\u5c42\u7684\u7279\u5f81":56,"\u5c42\u7684\u7c7b\u578b":38,"\u5c42\u7684\u8f93\u5165":61,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":61,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":36,"\u5c42\u7ec4\u6210\u4e00\u5bf9":61,"\u5c45\u7136":33,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":63,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":58,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":60,"\u5c5e\u6027":61,"\u5d4c\u5165\u5c42":60,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":60,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":60,"\u5de5\u4f5c\u6a21\u5f0f":44,"\u5de5\u4f5c\u7a7a\u95f4":42,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":42,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":42,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":42,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":42,"\u5de5\u5177":62,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":62,"\u5de5\u5177\u6765\u7ba1\u7406git\u9884\u63d0\u4ea4\u94a9\u5b50":37,"\u5de5\u7a0b\u5e08":59,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":56,"\u5de6\u8fb9\u662f":56,"\u5dee\u8bc4":58,"\u5df2\u6253\u5f00":37,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":44,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":42,"\u5e02\u573a":59,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":41,"\u5e0c\u671b\u52a0\u901f\u8bad\u7ec3":47,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":60,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":35,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":35,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":32,"\u5e38\u5e38\u51fa\u73b0":25,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":58,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":48,"\u5e72\u51c0":33,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":54,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":55,"\u5e74\u9f84":59,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":59,"\u5e74\u9f84\u548c\u804c\u4e1a":60,"\u5e76\u4e0d\u4fdd\u8bc1":38,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":33,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":50,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":33,"\u5e76\u4e14":[3,36],"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":33,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":63,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":46,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":56,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":25,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":26,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":50,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":58,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":56,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":60,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":63,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":25,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":62,"\u5e76\u4e14\u7cfb\u7edf\u6bcf\u4e00\u8f6e\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f1a\u91cd\u7f6edataprovid":47,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":37,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":42,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":38,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":25,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":61,"\u5e76\u4f7f\u7528\u4e86dropout":58,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":55,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":38,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":36,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":28,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":38,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":38,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":36,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":63,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":63,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":26,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":63,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":62,"\u5e76\u6307\u5b9a\u7aef\u53e3\u53f7":47,"\u5e76\u6307\u5b9abatch":63,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":62,"\u5e76\u7531":61,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":55,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":54,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":61,"\u5e76\u89c2\u5bdf\u7ed3\u679c":41,"\u5e76\u8bbe\u7f6e":[30,42],"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":58,"\u5e8a\u4e0a\u7528\u54c1":33,"\u5e8a\u57ab":33,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":32,"\u5e8f\u5217\u5230\u5e8f\u5217":63,"\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":35,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":32,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":35,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":35,"\u5e8f\u5217\u7684\u5f00\u59cb":63,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":32,"\u5e8f\u5217\u7684\u7ed3\u5c3e":63,"\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5e93":42,"\u5e93\u7684\u8def\u5f84":42,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":36,"\u5e94\u7528\u6a21\u578b":58,"\u5e94\u8be5":33,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":36,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":25,"\u5e95\u5c42\u8fdb\u7a0b":42,"\u5ea6\u91cf\u5b66\u4e60":43,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":42,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":44,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":37,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u4e2d\u5f00\u53d1paddlepaddl":28,"\u5f00\u59cb":26,"\u5f00\u59cb\u5f00\u53d1\u5427":37,"\u5f00\u59cb\u6807\u8bb0":36,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":58,"\u5f00\u59cb\u9636\u6bb5":41,"\u5f02\u6b65\u8bfb\u53d6\u7b49\u95ee\u9898":47,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":43,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":62,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":20,"\u5f15\u5bfc\u5c42":36,"\u5f15\u7528":42,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":35,"\u5f3a\u70c8\u63a8\u8350":33,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":60,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":36,"\u5f53":46,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":62,"\u5f53\u4f60":37,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":38,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":63,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":63,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":36,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":38,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":33,"\u5f53\u524d\u8bc4\u4f30\u4e2d":63,"\u5f53\u524dbatch\u7684cost":63,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":58,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":58,"\u5f53\u5728\u5bb9\u5668\u91cc\u9762\u7684\u65f6\u5019":28,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":44,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":44,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":48,"\u5f53\u60a8\u8fdb\u5165\u5bb9\u5668\u5185\u4e4b\u540e":28,"\u5f53\u6211\u4eec\u7f16\u8bd1\u597d\u4e86":28,"\u5f53\u6240\u6709\u6570\u636e\u8bfb\u53d6\u5b8c\u4e00\u8f6e\u540e":47,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":50,"\u5f53\u6839\u636e\u5ba1\u9605\u8005\u7684\u610f\u89c1\u4fee\u6539":37,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":44,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":58,"\u5f53\u6a21\u5f0f\u4e3a":44,"\u5f53\u7136":41,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":38,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":36,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":44,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":46,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":63,"\u5f53classif":63,"\u5f62\u6210recurr":35,"\u5f62\u6210recurrent\u8fde\u63a5":35,"\u5f62\u72b6":56,"\u5f88":[33,58],"\u5f88\u591a":33,"\u5f88\u5b89\u9759":33,"\u5f88\u5bb9\u6613\u5bfc\u81f4\u67d0\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u6ca1\u6709\u5206\u914d\u5230\u4efb\u4f55\u53c2\u6570":47,"\u5f88\u5e72\u51c0":33,"\u5f88\u65b9\u4fbf":33,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":41,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":55,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":59,"\u5f97":33,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":58,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":60,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":35,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":36,"\u5faa\u73af\u7f51\u7edc\u4ece":36,"\u5fc5\u987b":38,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":33,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":35,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":36,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":62,"\u5feb":[33,62],"\u5feb\u901f\u5165\u95e8":57,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":48,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":48,"\u6027\u4ef7\u6bd4":33,"\u6027\u522b":[59,60],"\u6027\u80fd\u5206\u6790":41,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":41,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":41,"\u6027\u80fd\u8c03\u4f18":43,"\u603b\u4f53\u6765\u8bf4":33,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":54,"\u603b\u8bc4\u520610\u5206":62,"\u6050\u6016\u7247":59,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":41,"\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":41,"\u60a8\u53ef\u4ee5\u5bfc\u5165":41,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":41,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":36,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":41,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":41,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":41,"\u60a8\u9700\u8981\u66f4\u6539":28,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":41,"\u60ac\u7591\u7247":59,"\u60c5\u6001\u52a8\u8bcd":61,"\u60c5\u611f\u5206\u6790":57,"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":62,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":62,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":62,"\u60ca\u9669\u7535\u5f71":59,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":62,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":36,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":44,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":44,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":44,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":44,"\u611f\u89c9":33,"\u620f\u5267":59,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":50,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":38,"\u6211\u4eec\u4e3a\u7528\u6237\u5b9a\u4ee5python\u63a5\u53e3\u6765\u914d\u7f6e\u7f51\u7edc":47,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":41,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":60,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":38,"\u6211\u4eec\u4ec5\u7528":60,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":49,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":50,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":58,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":63,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":38,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":38,"\u6211\u4eec\u4f7f\u7528":[38,42,62],"\u6211\u4eec\u4f7f\u7528\u4e86":33,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":63,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":62,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":63,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":61,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":63,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":56,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":46,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":26,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":26,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":55,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":62,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":62,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":49,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":33,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":58,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":55,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":36,"\u6211\u4eec\u53ef\u4ee5\u5728docker\u5bb9\u5668\u91cc\u505a\u5f00\u53d1":28,"\u6211\u4eec\u53ef\u4ee5\u5c06":42,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":32,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":60,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":26,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":62,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":35,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":55,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":50,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":63,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":36,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":63,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":63,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":58,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":36,"\u6211\u4eec\u5c06":[50,60],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":33,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":49,"\u6211\u4eec\u5c06\u4ee5":[42,58],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":58,"\u6211\u4eec\u5c06\u4f7f\u7528":36,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":36,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":55,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":33,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":58,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":43,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":58,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":42,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":60,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":42,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":55,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":58,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":58,"\u6211\u4eec\u5c31\u80fdssh\u8fdb\u5165\u6211\u4eec\u7684\u5f00\u53d1\u5bb9\u5668\u4e86":28,"\u6211\u4eec\u5c31\u9700\u8981\u624b\u52a8\u7f16\u8bd1\u4e00\u4e2a\u975eavx\u7248\u672c\u7684\u955c\u50cf":28,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":26,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":26,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":55,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":38,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":38,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":58,"\u6211\u4eec\u611f\u8c22":63,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":27,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":29,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":62,"\u6211\u4eec\u63d0\u4f9b\u4e86c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86python\u5904\u7406\u6570\u636e\u7684\u63a5\u53e3":47,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":33,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":36,"\u6211\u4eec\u7528":59,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":60,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":60,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":26,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":54,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":61,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":33,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":33,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":62,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":37,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":32,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":36,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":33,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":42,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u6211\u4eec\u901a\u8fc7\u8bbe\u7f6e":28,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":50,"\u6211\u4eec\u9075\u5faa":63,"\u6211\u4eec\u90fd\u4f1a\u53d1\u5e03\u4e24\u4e2adocker\u955c\u50cf":28,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":61,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":58,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":63,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":49,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":42,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":38,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":60,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":62,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":60,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":54,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":60,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":62,"\u6216":[3,41,47,55,61],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6216\u4e00\u4e2a\u5411\u91cf":35,"\u6216\u4e0d\u786e\u5b9a":59,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6216\u53ea\u662f\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u8f93\u5165":37,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":60,"\u6216\u6700\u5927\u503c":32,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u79f0pserver":47,"\u6216\u7b2c\u4e00\u4e2a":32,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":32,"\u6216\u8005":[25,28,30,32,33,41,47],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[32,35],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":41,"\u6216\u8005\u53cd\u5411\u5730\u4ece":36,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":44,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":43,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":33,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":62,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":41,"\u6216\u8005\u66f4\u65e9":25,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":33,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":56,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":25,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":25,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":46,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":44,"\u6216gpu\u4e2a\u6570":62,"\u6218\u4e89\u7247":59,"\u623f":33,"\u623f\u95f4":33,"\u6240\u4ee5":[3,25,47],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":62,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":25,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":26,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":49,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":33,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":48,"\u6240\u4ee5\u5bf9":33,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":26,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":41,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":49,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":50,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":33,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":26,"\u6240\u4ee5\u8bad\u7ec3":42,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":38,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":33,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":37,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":44,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":62,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":42,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":42,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":62,"\u6240\u6709\u7684":38,"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":59,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":38,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":33,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":38,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":38,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":38,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":42,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":36,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":58,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":56,"\u6240\u793a":61,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5de5\u827a\u8005":59,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":33,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":28,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":41,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":60,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":27,"\u6253\u5f00":41,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":39,"\u6267\u884c":[30,61,62],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":62,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":36,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":41,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":56,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":48,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":60,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":61,"\u6279\u6b21\u7684\u6570\u636e":60,"\u627e\u5230":36,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":41,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":41,"\u6280\u672f\u5458":59,"\u628a":38,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":62,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":49,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":62,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":36,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":36,"\u62a5\u9519":30,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":54,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":63,"\u62c6\u89e3":35,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":33,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":50,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":58,"\u6307\u5411\u4e00\u4e2alayer":35,"\u6307\u5b9a":[25,35,36,47],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":44,"\u6307\u5b9a\u4e86dataprovider\u7684\u6587\u4ef6\u540d\u548c\u8fd4\u56de\u6570\u636e\u7684\u51fd\u6570\u540d":47,"\u6307\u5b9a\u4ee5\u592a\u7f51\u7c7b\u578b\u4e3atcp\u7f51\u7edc":47,"\u6307\u5b9a\u4f7f\u75282":25,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":58,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":44,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":56,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":56,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":56,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":56,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":58,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":63,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":58,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":35,"\u6307\u5b9a\u7f51\u7edc\u63a5\u53e3\u540d\u5b57\u4e3aeth0":47,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":58,"\u6307\u5b9abatch":63,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":44,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":33,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":44,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":44,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":44,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u5916\u90e8\u673a\u5668\u8fdb\u884c\u5ea6\u91cf\u5b66\u4e60":44,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":44,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":44,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":44,"\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":44,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":61,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":61,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":44,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":50,"\u6309\u94ae":37,"\u633a":33,"\u633a\u597d":33,"\u6355\u83b7":58,"\u635f\u5931\u51fd\u6570":47,"\u635f\u5931\u51fd\u6570\u5373\u4e3a\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":47,"\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u5668":47,"\u6362":33,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":32,"\u63a5\u4e0b\u6765":[58,62],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":41,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":41,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":58,"\u63a5\u53d7":61,"\u63a5\u53d7\u7684\u4e1c\u897f":61,"\u63a5\u53d7\u8005":61,"\u63a5\u53e3\u540d\u79f0":42,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":56,"\u63a5\u53e3\u6709\u4e00\u4e2a":25,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":58,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":56,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":56,"\u63a5\u53e3\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u53c2\u6570\u548c":47,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":28,"\u63a7\u5236":44,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":26,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":38,"\u63a8\u8350":33,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":27,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":42,"\u63a8\u9500\u5458":59,"\u63cf\u8ff0":27,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":58,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":48,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801":37,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801\u65f6":37,"\u63d0\u4ea4\u4fe1\u606f\u7684\u7b2c\u4e00\u884c\u662f\u6807\u9898":37,"\u63d0\u4f9b":42,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":50,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":42,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":42,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":42,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":32,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":42,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":54,"\u63d0\u793a":25,"\u64cd\u4f5c":[33,47],"\u64cd\u6301\u5bb6\u52a1\u8005":59,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":30,"\u652f\u6301\u5355\u673a\u6a21\u5f0f\u548c\u591a\u673a\u6a21\u5f0f":47,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[34,35],"\u652f\u6301nvidia":30,"\u652f\u6301rbd":48,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":50,"\u653e\u5fc3":33,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u6548\u679c\u603b\u7ed3":58,"\u6559\u7a0b\u6587\u6863\u5230":42,"\u6559\u80b2\u5de5\u4f5c\u8005":59,"\u6570":[35,61],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":35,"\u6570\u636e":63,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":55,"\u6570\u636e\u4e2d0":25,"\u6570\u636e\u5217\u8868":56,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":54,"\u6570\u636e\u5c42":[26,60],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":42,"\u6570\u636e\u63d0\u4f9b\u5668":43,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":60,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":60,"\u6570\u636e\u670d\u52a1\u5668":44,"\u6570\u636e\u7684\u6574\u6570id":36,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":42,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u7a0b\u5e8f\u5f80\u5f80\u5b9a\u4e49\u5728\u4e00\u4e2a\u5355\u72ecpython\u811a\u672c\u6587\u4ef6\u91cc":47,"\u6570\u636e\u8f93\u5165":35,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":59,"\u6570\u636e\u96c6\u63cf\u8ff0":60,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":63,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":58,"\u6570\u636e\u9884\u6d4b":61,"\u6570\u6910\u5b9a\u4e49":62,"\u6570\u6910\u8bf4\u660e\u6587\u6863":62,"\u6570\u6910\u96c6\u548c":62,"\u6570\u76ee":46,"\u6574\u4f53":33,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":33,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":50,"\u6574\u6570":38,"\u6574\u6570\u6807\u7b7e":3,"\u6574\u6d01":33,"\u6587\u4e66\u5de5\u4f5c":59,"\u6587\u4ef6":[49,61],"\u6587\u4ef6\u4e2d":[50,56,59,61],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":56,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":56,"\u6587\u4ef6\u4e2d\u7684":56,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":63,"\u6587\u4ef6\u4e3a":[25,63],"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":56,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6587\u4ef6\u540d\u79f0\u4e3a":60,"\u6587\u4ef6\u59390":50,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":63,"\u6587\u4ef6\u5f00\u5934":47,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":60,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":60,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":55,"\u6587\u4ef6\u7d22\u5f15":42,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":58,"\u6587\u4ef6model":46,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":28,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":58,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":58,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":58,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":60,"\u6587\u672c\u6295\u5f71\u5c42":60,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":62,"\u6587\u6863":[25,47],"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":61,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":39,"\u6587\u7ae0":50,"\u65b0":33,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":38,"\u65b0\u624b\u5165\u95e8":53,"\u65b9\u4fbf":33,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":27,"\u65b9\u5f0f1":25,"\u65b9\u5f0f2":25,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":61,"\u65b9\u6cd5\u4e00":46,"\u65b9\u6cd5\u4e09":46,"\u65b9\u6cd5\u4e8c":46,"\u65c1\u8fb9":33,"\u65c5\u6e38\u7f51\u7ad9":62,"\u65e0":33,"\u65e0\u4e1a\u4eba\u58eb":59,"\u65e0\u5ef6\u8fdf":44,"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":62,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":63,"\u65e9\u9910":33,"\u65f6":[25,32,36,38,44,50],"\u65f6\u5019":33,"\u65f6\u52a0\u4e0a":62,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":58,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":63,"\u65f6\u88ab\u8bad\u7ec3\u7684":38,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":46,"\u65f6\u95f4":33,"\u65f6\u95f4\u6233":59,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":59,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":33,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":38,"\u662f":[27,33,47],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":38,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":41,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":41,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":61,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":32,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":41,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":46,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":26,"\u662f\u4e00\u4e2a\u7ec4\u5408\u5c42":47,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":63,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":62,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":38,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":35,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":3,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":35,"\u662f\u4e00\u7ec4":48,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":49,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u5206\u652f":37,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":61,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":26,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":25,"\u662f\u504f\u5dee":36,"\u662f\u5176\u5927\u5c0f":26,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":63,"\u662f\u5411\u91cf":38,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":35,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":27,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":44,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":38,"\u662f\u5426\u4f7f\u7528gpu":60,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":63,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":27,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":44,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":27,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":27,"\u662f\u5426\u5f00\u542frdma":27,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":44,"\u662f\u5426\u652f\u6301gpu":27,"\u662f\u5426\u663e\u793a":44,"\u662f\u5426\u7a00\u758f":38,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":27,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":27,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":27,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":44,"\u662f\u56e0\u4e3apaddle\u7684\u7f51\u7edc\u901a\u4fe1\u4e2d":47,"\u662f\u56e0\u4e3apaddlepaddle\u914d\u7f6e\u6587\u4ef6\u4e0ec":47,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":61,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":36,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":26,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":38,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":38,"\u662f\u5e8f\u5217":60,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":32,"\u662f\u6307\u4e00\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6":47,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":33,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":33,"\u662f\u6570\u636e\u8f93\u5165":36,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":60,"\u662f\u6700\u65b0\u7684\u4e86":37,"\u662f\u6709\u610f\u4e49\u7684":33,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":36,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":26,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":61,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":63,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":63,"\u662f\u77e9\u9635":38,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":26,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":55,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":38,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":38,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":38,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":38,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":38,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":38,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":38,"\u662f\u8f93\u5165":36,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":56,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":41,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":35,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":41,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":35,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":58,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":48,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":38,"\u662frnn\u72b6\u6001":36,"\u663e":58,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u663e\u793a\u5de5\u4f5c\u6811\u72b6\u6001":37,"\u665a":33,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":29,"\u6682\u4e0d\u8003\u8651\u5728\u5185":25,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":25,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":62,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":62,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":35,"\u66f4\u5feb":36,"\u66f4\u65b0":[25,37],"\u66f4\u65b0\u4f60\u7684":37,"\u66f4\u65b0\u5206\u652f":37,"\u66f4\u65b0\u6a21\u5f0f":25,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":25,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u4f7f\u7528":47,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":58,"\u66f4\u8fdb\u4e00\u6b65":35,"\u66f4\u9ad8":36,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":35,"\u6700":33,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":63,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":50,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,38,42,58,62],"\u6700\u540e\u4e00\u4e2a":32,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":26,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":38,"\u6700\u597d\u7684\u6a21\u578b\u662f":62,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":44,"\u6700\u65b0log":62,"\u6700\u7ec8":38,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":35,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":35,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":26,"\u6708\u6e56":33,"\u6709":33,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":48,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":63,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":60,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":38,"\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":38,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":25,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":59,"\u6709\u5173":33,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":36,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":50,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":62,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":42,"\u6709\u56db\u4e2a\u8bad\u7ec3\u8fdb\u7a0b":47,"\u6709\u65f6\u79f0\u4e3a":62,"\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":41,"\u670d\u52a1":33,"\u670d\u52a1\u5458":33,"\u671f\u95f4":37,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":63,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":62,"\u672a\u77e5\u8bcd":54,"\u672c\u4f8b\u4e2d\u4e3a0":54,"\u672c\u4f8b\u4e2d\u4e3a32":54,"\u672c\u4f8b\u4e2d\u4e3a4":54,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":33,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":58,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":58,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":58,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":58,"\u672c\u5730\u6d4b\u8bd5":43,"\u672c\u5730\u8bad\u7ec3":43,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":46,"\u672c\u5b9e\u4f8b\u4e2d":54,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":58,"\u672c\u5c42\u5c3a\u5bf8":56,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":56,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":56,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":61,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":36,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":62,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":56,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":33,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":26,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":33,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":33,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":48,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":50,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":54,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":48,"\u672c\u6587\u9996\u5148\u4ecb\u7ecdtrainer\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4f7f\u7528\u6982\u5ff5":47,"\u672c\u6765":33,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":50,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":50,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":50,"\u672c\u6b21\u8bd5\u9a8c":58,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":33,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":33,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":62,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":63,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":63,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":63,"\u673a\u5668\u7684\u8bbe\u5907":46,"\u673a\u5668\u7ffb\u8bd1":57,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":44,"\u6761\u4ef6\u4e0b":48,"\u6765":33,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":38,"\u6765\u505ableu\u8bc4\u4f30":63,"\u6765\u505c\u6b62\u8bad\u7ec3":60,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":41,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":60,"\u6765\u521d\u59cb\u5316\u53c2\u6570":25,"\u6765\u5b89\u88c5":42,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":33,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":58,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":62,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":38,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":56,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u63d0\u4ea4\u66f4\u6539":37,"\u6765\u6ce8\u518c\u8be5\u5c42":38,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":46,"\u6765\u751f\u6210\u5e8f\u5217":63,"\u6765\u7684\u79d2\u6570":59,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u7f16\u8bd1":28,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u6765\u8868\u793a":36,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":61,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u6765\u8ba1\u7b97\u68af\u5ea6":38,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":33,"\u6765\u8bbe\u7f6e":25,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574c":37,"\u6765\u8fd0\u884c":42,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":41,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":25,"\u676f\u5b50":33,"\u6784\u5efapaddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":39,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":32,"\u6784\u9020":50,"\u6784\u9020paddl":5,"\u67b6\u6784\u5bf9\u591a\u4e2a\u8282\u70b9\u7684":47,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":62,"\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":33,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":43,"\u67e5\u770b":58,"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":30,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":49,"\u6807\u51c6\u5dee\u4e3a":25,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":61,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":55,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":55,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":62,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":62,"\u6807\u7b7e\u6587\u4ef6":61,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":61,"\u6807\u8bb0":47,"\u6807\u8bb0\u7f51\u7edc\u8f93\u51fa\u7684\u51fd\u6570\u4e3a":47,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":44,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":46,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":50,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":42,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":59,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":54,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":36,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":44,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":43,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":44,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":44,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":49,"\u683c\u5f0f":44,"\u683c\u5f0f\u5982\u4e0b":58,"\u683c\u5f0f\u8bf4\u660e":54,"\u68af\u5ea6\u4f1a\u5c31\u5730":38,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":44,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":38,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":44,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":38,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":38,"\u68d2":58,"\u697c\u5c42":33,"\u6a21\u5757":55,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u5757\u63a5\u7ba1\u4e86shuffl":47,"\u6a21\u5757\u901a\u4fe1\u7684\u6700\u57fa\u7840\u534f\u8bae\u662fprotobuf":47,"\u6a21\u578b":61,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":25,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":62,"\u6a21\u578b\u5171\u5305\u542b1":54,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":61,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":55,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":58,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":61,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":63,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":42,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":63,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":36,"\u6a21\u578b\u68c0\u9a8c":31,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":36,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":36,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":54,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":36,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":60,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":58,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":26,"\u6a21\u578b\u8def\u5f84":[56,61],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":61,"\u6a21\u578b\u914d\u7f6e":[1,47],"\u6a21\u578b\u91c7\u7528":54,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":33,"\u6b22\u8fce\u901a\u8fc7":37,"\u6b63\u5219\u65b9\u6cd5\u7b49":47,"\u6b63\u6837\u672c":58,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":43,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":62,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":62,"\u6b64\u5904":54,"\u6b64\u5904\u90fd\u4e3a2":33,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":41,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":62,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":35,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":62,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":61,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":62,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":61,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":58,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":33,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":33,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":60,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":42,"\u6bcf\u4e00\u4e2akey\u7531":60,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":33,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a":[36,42,61],"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u6bcf\u4e2a\u5355\u5c42rnn":35,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":63,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":33,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":36,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":36,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":33,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":55,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":63,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":63,"\u6bcf\u4e2a\u5c42\u5728\u5176":38,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":58,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":44,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":36,"\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":37,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":63,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":62,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":35,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":33,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":38,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":33,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":33,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":60,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":60,"\u6bcf\u4e2a\u72b6\u6001":35,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":55,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":55,"\u6bcf\u4e2a\u7ebf\u7a0b":44,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":44,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":63,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":44,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":62,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":62,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":38,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":38,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":63,"\u6bcf\u4e2alayer\u8fd4\u56de\u7684\u90fd\u662f\u4e00\u4e2a":47,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":58,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":58,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":50,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":59,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":44,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":46,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":63,"\u6bcf\u5f53\u7cfb\u7edf\u9700\u8981\u65b0\u7684\u6570\u636e\u8bad\u7ec3\u65f6":47,"\u6bcf\u6279\u6b21":44,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":62,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":63,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":58,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":54,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":56,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":54,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":38,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":63,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":44,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":44,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":44,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":44,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":58,"\u6bcfdot":44,"\u6bcflog":44,"\u6bcfsave":44,"\u6bcftest":44,"\u6bd4\u5982":[25,28,58],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":33,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":25,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":48,"\u6bd4\u8f83\u5bb9\u6613\u5728\u5927\u6a21\u578b\u4e0b\u6ea2\u51fa":47,"\u6c34\u6e29":33,"\u6c49\u5ead":33,"\u6c60\u5316\u5c42":55,"\u6ca1":33,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":30,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":59,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":60,"\u6cd5\u8bed":63,"\u6ce8\u610f":[3,27,36,38,50,55],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":50,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":46,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":62,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":50,"\u6ce8\u91ca\u6389":62,"\u6cf3\u6c60":33,"\u6d41":33,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":37,"\u6d44":33,"\u6d4b\u8bd5":37,"\u6d4b\u8bd5\u6570\u636e":42,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":42,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":42,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":63,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":42,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":42,"\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":44,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":37,"\u6d4b\u8bd5\u6837\u672c":42,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":62,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":46,"\u6d4b\u8bd5\u811a\u672c\u662f":61,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u6d4b\u8bd5model_list":43,"\u6d4b\u8bd5save_dir":43,"\u6d4f\u89c8\u4ee3\u7801":28,"\u6d6a\u6f2b\u7247":59,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":54,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":38,"\u6dd8\u5b9d\u7b49":62,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":61,"\u6df7\u5408":61,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":36,"\u6dfb\u52a0":37,"\u6dfb\u52a0\u4e0a\u6e38":37,"\u6dfb\u52a0\u4fee\u6539\u65e5\u5fd7":37,"\u6dfb\u52a0\u4fee\u6539\u8fc7\u7684\u6587\u4ef6":37,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":50,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":25,"\u6e29\u99a8":33,"\u6e90":63,"\u6e90\u4ee3\u7801":[28,58],"\u6e90\u4ee3\u7801\u4f1a\u88ab\u6302\u8f7d\u5230":28,"\u6e90\u4ee3\u7801\u53ef\u4ee5\u901a\u8fc7\u6302\u8f7d\u672c\u5730\u6587\u4ef6\u6765\u88ab\u8f7d\u5165docker\u7684\u5f00\u53d1\u73af\u5883\u91cc\u9762":28,"\u6e90\u4ee3\u7801\u683c\u5f0f":37,"\u6e90\u5b57\u5178":63,"\u6e90\u5e8f\u5217":36,"\u6e90\u7801":28,"\u6e90\u7801\u4e0edemo":49,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":63,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":54,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":54,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":54,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":56,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":56,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":61,"\u6f14\u793a\u91c7\u7528":61,"\u6fc0\u6d3b":38,"\u6fc0\u6d3b\u51fd\u6570":47,"\u6fc0\u6d3b\u51fd\u6570\u4e3asoftmax":47,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":58,"\u6fc0\u6d3b\u65b9\u7a0b":38,"\u6fc0\u6d3b\u7684\u7c7b\u578b":38,"\u6fc0\u6d3b\u7c7b\u578b\u7b49":47,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":33,"\u7136\u540e":[41,42,54,60],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":26,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":35,"\u7136\u540e\u4ecb\u7ecdpserver\u8fdb\u7a0b\u4e2d\u6982\u5ff5":47,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\u7136\u540e\u4f60\u53ef\u4ee5\u901a\u8fc7\u505a\u4e00\u4e2a\u672c\u5730\u5f00\u53d1\u5206\u652f\u5f00\u59cb\u5f00\u53d1":37,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":62,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":60,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":26,"\u7136\u540e\u52a0":47,"\u7136\u540e\u5355\u51fb":37,"\u7136\u540e\u53ea\u9700\u5728":37,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":56,"\u7136\u540e\u5728":63,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":33,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":28,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":63,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":25,"\u7136\u540e\u5b9a\u4e49":36,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":50,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":60,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":60,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":63,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":61,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":60,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":56,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":49,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":62,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":63,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":60,"\u7136\u540e\u7528\u5bc6\u7801":28,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":60,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":50,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":38,"\u7136\u540e\u89e3\u538b":63,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":63,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":60,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":60,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":50,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":50,"\u7136\u800c":[36,44],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":62,"\u7248\u672c":30,"\u7248\u672c\u57283":37,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":25,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":61,"\u7279\u5f81":60,"\u7279\u5f81\u56fe\u5747\u503c":56,"\u7279\u5f81\u56fe\u65b9\u5dee":56,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":56,"\u7279\u5f81\u6587\u4ef6":61,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":60,"\u72af\u7f6a\u7247":59,"\u73af\u5883\u53d8\u91cf":50,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":25,"\u73b0\u5728":37,"\u73b0\u5728\u4f60\u7684":37,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":60,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":62,"\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e\u4e00\u4e2a\u5b8c\u6574\u7684lstm":47,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":41,"\u751f\u6210":50,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":39,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":36,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":63,"\u751f\u6210\u6570\u636e\u51fd\u6570\u63a5\u53e3":47,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":63,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":50,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":25,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":63,"\u751f\u6210\u7684html\u7248\u672c\u7684c":28,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":60,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":36,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":38,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":60,"\u7528":[59,60,61],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":58,"\u7528\u4e8e":42,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":62,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":38,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":46,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":36,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":44,"\u7528\u4e8e\u653e\u7f6e":42,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":36,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":44,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":62,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":36,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":55,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":42,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":42,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":36,"\u7528\u547d\u4ee4":47,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":33,"\u7528\u6237":42,"\u7528\u62371\u7684\u7279\u5f81":60,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u7528\u6237\u53ea\u9700\u6267\u884c":61,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":61,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003":47,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":54,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":58,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":44,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":46,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":28,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":27,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":27,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":25,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":50,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":61,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":25,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":54,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":60,"\u7528\u6237\u7279\u5f81":60,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":61,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":46,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":25,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":60,"\u7528\u6237id":59,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":59,"\u7528\u6700\u65b0\u7684":37,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":38,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":26,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":60,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":60,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":26,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":50,"\u7531":35,"\u7531\u4e8e":37,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":33,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":48,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":26,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":59,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":38,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":61,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":63,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":56,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":26,"\u7531\u4e8estep":35,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":32,"\u7531grouplen":59,"\u7535\u5f711\u7684\u7279\u5f81":60,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":59,"\u7535\u5f71\u540d\u5b57\u6bb5":60,"\u7535\u5f71\u540d\u79f0":59,"\u7535\u5f71\u548c\u7528\u6237":60,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":60,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":59,"\u7535\u5f71\u7279\u5f81":60,"\u7535\u5f71\u7c7b\u578b":59,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":59,"\u7535\u5f71id":59,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":59,"\u7535\u8111":33,"\u767e\u4e07\u6570\u636e\u96c6":59,"\u7684":[33,37,42,49,50,58,62],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":35,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":26,"\u7684\u4e00\u79cd":63,"\u7684\u4e3a0":44,"\u7684\u4e3b\u8981\u90e8\u5206":61,"\u7684\u4efb\u4e00\u4e00\u79cd":25,"\u7684\u4efb\u52a1":63,"\u7684\u4f5c\u7528":47,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":32,"\u7684\u504f\u7f6e\u5411\u91cf":38,"\u7684\u5185\u5b58":25,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":63,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":50,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":41,"\u7684\u51fd\u6570":47,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":56,"\u7684\u522b\u540d":[6,7,13,14,15],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":60,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":44,"\u7684\u53d8\u6362\u77e9\u9635":38,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":62,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":36,"\u7684\u540e\u7f00":59,"\u7684\u5411\u91cf":38,"\u7684\u542f\u52a8\u53c2\u6570":50,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":50,"\u7684\u5730\u5740":48,"\u7684\u5747\u5300\u5206\u5e03":25,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":26,"\u7684\u5e73\u5747\u503c":32,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":33,"\u7684\u603b":42,"\u7684\u6570\u636e":47,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":58,"\u7684\u6570\u76ee\u4e00\u81f4":32,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":63,"\u7684\u65b9\u7a0b":38,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":30,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":25,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":33,"\u7684\u6700\u5c0f\u503c":44,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":36,"\u7684\u6837\u5f0f":37,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":35,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":61,"\u7684\u7248\u672c\u53f7":54,"\u7684\u7279\u5f81":56,"\u7684\u72b6\u6001":35,"\u7684\u7528\u6237\u53c2\u8003":42,"\u7684\u76d1\u542c\u7aef\u53e3":44,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":60,"\u7684\u76f8\u5173\u6587\u6863\u8fdb\u884c\u914d\u7f6e":47,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":26,"\u7684\u77e9\u9635":38,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":38,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":61,"\u7684\u7b2ci\u4e2a\u503c":38,"\u7684\u7b2cj\u4e2a\u503c":38,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":42,"\u7684\u7ed3\u6784\u5982\u4e0b":60,"\u7684\u7ef4\u5ea6":54,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":63,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u7684\u8bdd":25,"\u7684\u8def\u5f84\u4e2d":62,"\u7684\u8f93\u5165":35,"\u7684\u8f93\u51fa":41,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":41,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":36,"\u7684\u8f93\u51fa\u683c\u5f0f":33,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":36,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":59,"\u7684\u90e8\u5206":42,"\u7684\u914d\u7f6e":[47,54],"\u7684\u9875\u9762":37,"\u7684\u9ed8\u8ba4\u5165\u53e3\u662f":28,"\u76ee\u524d":[35,37,61],"\u76ee\u524d\u4f7f\u7528":37,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":32,"\u76ee\u524d\u652f\u6301fail":44,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":44,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":35,"\u76ee\u5f55":[42,49,50,62],"\u76ee\u5f55\u4e0b":[38,58,63],"\u76ee\u5f55\u4e0b\u627e\u5230":58,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":25,"\u76ee\u5f55\u4e2d":[42,60],"\u76ee\u5f55\u4e2d\u7684":[41,42],"\u76ee\u5f55\u4e2d\u8fd0\u884c":37,"\u76ee\u5f55\u4e2dpaddl":50,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":61,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":50,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":63,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":58,"\u76ee\u6807":63,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":61,"\u76ee\u6807\u5411\u91cf":36,"\u76ee\u6807\u5b57\u5178":63,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":25,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":26,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":58,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":55,"\u76f8\u5173\u8bba\u6587":61,"\u76f8\u53cd":63,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":25,"\u76f8\u5bf9":33,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":61,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":61,"\u76f8\u5f53":33,"\u77e9\u9635":43,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":62,"\u7814\u7a76\u751f":59,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":37,"\u793a":58,"\u793a\u4f8b":[25,56],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":33,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":33,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":33,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":25,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u795e\u7ecf\u7f51\u7edc\u7684\u67d0\u4e00\u5c42":47,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":33,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":25,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":26,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u4e3b\u8981\u5305\u62ec\u7f51\u7edc\u8fde\u63a5":47,"\u79bb":33,"\u79d1\u5b66\u5bb6":59,"\u79d1\u5e7b\u7247":59,"\u79f0\u4e3a":[36,47],"\u79f0\u4e3a\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":47,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":32,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":44,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":38,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a00\u758f\u768401\u5411\u91cf":3,"\u7a00\u758f\u7684\u5411\u91cf":3,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":46,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":50,"\u7a0b\u5e8f\u505c\u6b62":44,"\u7a0b\u5e8f\u5458":59,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":44,"\u7a0d\u505a\u8be6\u7ec6\u8bf4\u660e":47,"\u7a20\u5bc6\u5411\u91cf":38,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":3,"\u7a97\u6237":33,"\u7acb\u523b\u9000\u51fa":25,"\u7aef\u53e3":42,"\u7aef\u53e3\u6570":42,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":42,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":25,"\u7b2c":33,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":33,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u5929":33,"\u7b2c\u4e00\u884c\u4ece":62,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":56,"\u7b2c\u4e00\u884c\u662f":54,"\u7b2c\u4e00\u884c\u7684":63,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":26,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":62,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":63,"\u7b2c\u4e09\u6b65":56,"\u7b2c\u4e8c":62,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":63,"\u7b2c\u4e8c\u6b65":[54,56],"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":56,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":26,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":38,"\u7b49\u5176\u4ed6":63,"\u7b49\u53c2\u6570":50,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":48,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":48,"\u7b49\u7b49":[37,58,63],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":48,"\u7b80\u4ecb":40,"\u7b80\u5355\u6765\u8bf4":41,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":25,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":60,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":41,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":60,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":49,"\u7b80\u76f4":33,"\u7b97\u6cd5":[25,26,36,62],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":36,"\u7b97\u6cd5\u914d\u7f6e":62,"\u7ba1\u7406\u4eba\u5458":59,"\u7ba1\u7406\u5458":59,"\u7c7b\u4f3c":32,"\u7c7b\u4f3c\u5730":61,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":38,"\u7c7b\u522b\u4e2a\u6570":55,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":43,"\u7c7b\u522bid":58,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":58,"\u7c7b\u578b":[44,60],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":32,"\u7c7b\u578b\u662fsparse_binary_vector":3,"\u7c7b\u578b\u662fsparse_float_vector":3,"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":33,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":38,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":38,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":25,"\u7cfb\u7edfc":47,"\u7d2f\u52a0\u6c42\u548c":47,"\u7ea2\u697c\u68a6":54,"\u7eaa\u5f55\u7247":59,"\u7eafcpu\u7684\u548cgpu\u7684":28,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":28,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":26,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":26,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":26,"\u7ebf\u7a0bid\u53f7":46,"\u7ec4\u6210":47,"\u7ec6\u8282\u63cf\u8ff0":45,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":31,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":25,"\u7ed3\u5408":48,"\u7ed3\u675f\u6807\u8bb0":36,"\u7ed3\u6784\u5982\u4e0b":62,"\u7ed3\u6784\u5982\u4e0b\u56fe":54,"\u7ed3\u679c\u4fdd\u5b58\u5728":61,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":62,"\u7ed9":33,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":55,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":55,"\u7ed9\u5b9a\u52a8\u8bcd":61,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":62,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":35,"\u7edd\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4e0d\u5e94\u8be5":37,"\u7ee7\u7eed\u6df1\u5165\u4e86\u89e3":47,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":33,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":33,"\u7ef4\u5ea6\u4e3aword_dim":58,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":58,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":58,"\u7ef4\u62a4":48,"\u7ef4\u7a7a\u95f4":36,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":36,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":25,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":60,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":50,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":50,"\u7f16\u53f7":60,"\u7f16\u53f7\u4ece0\u5f00\u59cb":25,"\u7f16\u53f7\u5b57\u6bb5":60,"\u7f16\u7801\u5411\u91cf":36,"\u7f16\u7801\u5668\u8f93\u51fa":36,"\u7f16\u7801\u6e90\u5e8f\u5217":36,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":63,"\u7f16\u8bd1\u5b8c\u6210\u540e":39,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":44,"\u7f16\u8bd1\u6d41\u7a0b":31,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":29,"\u7f16\u8bd1\u751f\u6210":39,"\u7f16\u8bd1\u9009\u9879":27,"\u7f16\u8f91":48,"\u7f29\u653e\u53c2\u6570":56,"\u7f51\u7edc":[61,62],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u7f51\u7edc\u540d\u79f0":58,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":38,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":38,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":38,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":38,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":44,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":38,"\u7f51\u7edc\u63a5\u53e3\u5361":42,"\u7f51\u7edc\u6a21\u5757":56,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":61,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":62,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":47,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e5f\u53ef\u901a\u8fc7":47,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":60,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u4e09\u90e8\u5206":47,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u8fd9\u4e09\u90e8\u5206\u8be5\u6982\u5ff5":47,"\u7f51\u7edc\u8fde\u63a5":47,"\u7f51\u7edc\u901a\u4fe1":38,"\u7f51\u7edc\u914d\u7f6e":[42,58,62],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[56,61],"\u800c":[26,36,49,60],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":62,"\u800c\u4e0d\u662f":37,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":42,"\u800c\u4e0d\u662f\u65b0\u6570\u636e\u9a71\u52a8\u7cfb\u7edf":47,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":25,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":33,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":62,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":63,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":44,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":41,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":41,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":46,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":33,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":56,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":62,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":33,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":33,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":33,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":41,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":25,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":41,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":43,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":62,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":36,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":46,"\u800c\u7cfb\u7edf\u4e2d\u7684":25,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":33,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":33,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":35,"\u800cweight":55,"\u804c\u4e1a":59,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":59,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":35,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":35,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":58,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":35,"\u80fd\u83b7\u53d6":42,"\u811a\u672c":[42,55,60],"\u811a\u672c\u4fdd\u5b58\u5728":55,"\u811a\u672c\u5f00\u59cb\u65f6":50,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":62,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":62,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":55,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":42,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":35,"\u81ea\u52a8\u751f\u6210\u6700\u65b0\u7684docker\u955c\u50cf":28,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":36,"\u81ea\u5e95\u5411\u4e0a\u6cd5":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":46,"\u81ea\u7531\u804c\u4e1a\u8005":59,"\u81f3\u6b64":[3,33],"\u8212\u9002":33,"\u827a\u672f\u5bb6":59,"\u8282\u70b9\u4e2d\u7684":42,"\u82e5":38,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":32,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":41,"\u82e5\u6709\u5fc5\u8981":38,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":32,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":32,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":39,"\u82f1\u8bed":63,"\u8303\u56f4":46,"\u83b7\u53d6\u5229\u7528":58,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":62,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":58,"\u83b7\u53d6\u901a\u8fc7":62,"\u83b7\u53d6trainer":50,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":38,"\u867d\u7136":26,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":42,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":43,"\u884c":54,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":56,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":59,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":38,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":38,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":48,"\u8868\u793a\u4e3adeviceid":46,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":42,"\u8868\u793a\u5973\u6027":59,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":33,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":42,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":42,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":63,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":59,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":58,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":62,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":62,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":62,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":50,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":58,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":58,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":50,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u88ab\u653e\u5728":38,"\u88ab\u79f0\u4e3a":36,"\u88ab\u79f0\u4e3a\u6570\u636e\u63d0\u4f9b\u5668":47,"\u897f\u90e8\u7247":59,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":60,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":63,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":41,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":42,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":55,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":60,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":32,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":35,"\u8981\u8c03\u7528":38,"\u89c2\u5bdf\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u914d\u7f6e":37,"\u89e3\u51b3\u529e\u6cd5\u662f":25,"\u89e3\u51b3\u65b9\u6848\u662f":25,"\u89e3\u538b":63,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":60,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":60,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":50,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":36,"\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":36,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u89e3\u91ca":58,"\u8ba1\u7b97":36,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":26,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":36,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":38,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":36,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":38,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":26,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":38,"\u8ba1\u7b97\u8f93\u51fa":38,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":58,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":60,"\u8bad\u7ec3":[43,62],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4f5c\u4e1a":42,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":55,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":61,"\u8bad\u7ec3\u540e":61,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":42,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":41,"\u8bad\u7ec3\u5b8c\u6210\u540e":26,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":63,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":25,"\u8bad\u7ec3\u6570\u636e\u7684\u683c\u5f0f\u5f80\u5f80\u5404\u4e0d\u76f8\u540c":47,"\u8bad\u7ec3\u6570\u6910\u96c6":62,"\u8bad\u7ec3\u65f6":50,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":58,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b":31,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":62,"\u8bad\u7ec3\u6a21\u578b\u540e":36,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":63,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":61,"\u8bad\u7ec3\u7b97\u6cd5":47,"\u8bad\u7ec3\u7b97\u6cd5\u901a\u5e38\u5b9a\u4e49\u5728\u53e6\u4e00\u5355\u72ecpython\u6587\u4ef6\u4e2d":47,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":50,"\u8bad\u7ec3\u811a\u672c":58,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":58,"\u8bad\u7ec3\u81f3\u591a":60,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":50,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":25,"\u8bad\u7ec3\u8f6e\u6b21":58,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":25,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":43,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":44,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":44,"\u8bad\u7ec3\u8fdb\u7a0b":47,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":44,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6e90":47,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u7684\u6570\u636e\u6e90\u914d\u7f6e\u4e2d\u6307\u5b9adataprovider\u6587\u4ef6\u540d\u5b57":47,"\u8bad\u7ec3\u9636\u6bb5":47,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":62,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":62,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":62,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":55,"\u8bad\u7ec3dot_period":43,"\u8bb0\u5fc6\u6a21\u5757":36,"\u8bba\u6587":56,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":42,"\u8bbe\u4e3a\u672c\u5730":42,"\u8bbe\u7f6e\u4e3a":38,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":44,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":44,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":63,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":63,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":62,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":25,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[25,40,60],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":62,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":62,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":62,"\u8bbe\u7f6e\u6210":25,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":25,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":61,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":62,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":62,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":62,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":63,"\u8bbe\u7f6e\u7c7b\u522b\u6570":62,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[61,62],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":62,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":38,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":62,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":46,"\u8bbe\u7f6ebatch":62,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":63,"\u8bbe\u7f6egpu":44,"\u8bbe\u7f6epass":62,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":63,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":50,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":26,"\u8bc4\u4f30\u5668":47,"\u8bc4\u4f30\u5668\u53ef\u4ee5\u8bc4\u4ef7\u6a21\u578b\u7ed3\u679c":47,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":58,"\u8bc4\u5206":[59,60],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":60,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":59,"\u8bcd\u5411\u91cf":54,"\u8bcd\u5411\u91cf\u6a21\u578b":57,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":54,"\u8bcd\u9891\u6700\u9ad8\u7684":63,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":41,"\u8be5":[42,61],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":44,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":44,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":44,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":44,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":44,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":44,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":44,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":44,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":44,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":38,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":58,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":44,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":38,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":27,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":59,"\u8be5\u6570\u636e\u96c6":54,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":59,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":59,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":44,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":60,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":56,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":60,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":55,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":58,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":63,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":26,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":36,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":60,"\u8be5\u76ee\u5f55\u4e0b\u4f1a\u751f\u6210\u5982\u4e0b\u4e24\u4e2a\u5b50\u76ee\u5f55":39,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":60,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":60,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":26,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":38,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":60,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":56,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":55,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":38,"\u8be5layer\u5c06\u591a\u4e2a\u8f93\u5165":47,"\u8be5python\u4ee3\u7801\u53ef\u4ee5\u751f\u6210protobuf\u5305":47,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":33,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":42,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":58,"\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003":47,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":56,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":25,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":58,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":27,"\u8be6\u7ec6\u89c1":32,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[57,61],"\u8bed\u8a00\u6a21\u578b":54,"\u8bf4\u660e":[27,50],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":60,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":38,"\u8bf7\u4e0d\u8981\u6df7\u6dc6":47,"\u8bf7\u4f7f\u7528":37,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":46,"\u8bf7\u53c2\u8003":[3,25,33,36,38,47,58],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":58,"\u8bf7\u53c2\u8003\u9875\u9762":60,"\u8bf7\u53c2\u8003layer\u6587\u6863":55,"\u8bf7\u53c2\u9605":36,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":61,"\u8bf7\u5b89\u88c5cuda":30,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":44,"\u8bf7\u67e5\u770b":54,"\u8bf7\u6c42\u53ef\u80fd\u4f1a\u5931\u6548":37,"\u8bf7\u6c42\u65f6":37,"\u8bf7\u6ce8\u610f":[28,36,49,54],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":46,"\u8bf7\u786e\u4fdd":37,"\u8bf7\u8bb0\u4f4f":42,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":25,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":46,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":26,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":50,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":50,"\u8c03\u7528":[38,55],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":26,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":38,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":61,"\u8d1f\u6837\u672c":58,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":62,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":62,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":48,"\u8d77":33,"\u8def\u5f84\u4e0b":[26,56],"\u8df3\u8f6c\u5230":37,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":55,"\u8f6c\u5230":37,"\u8f6c\u6362\u8fc7\u6765\u7684":56,"\u8f6e":60,"\u8f83":33,"\u8f93\u5165":[32,36],"\u8f93\u5165\u5168\u662f\u5176\u4ed6layer\u7684\u8f93\u51fa":47,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":35,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":35,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":55,"\u8f93\u5165\u5c42\u5c3a\u5bf8":56,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":33,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":33,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":46,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":62,"\u8f93\u5165\u6587\u672c":54,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":54,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":38,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":38,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":56,"\u8f93\u5165\u7684":54,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":63,"\u8f93\u5165\u7684\u540d\u5b57":38,"\u8f93\u5165\u7684\u5927\u5c0f":38,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":54,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8f93\u5165\u7684\u7c7b\u578b":38,"\u8f93\u5165\u95e8":62,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":62,"\u8f93\u5165n\u4e2a\u5355\u8bcd":58,"\u8f93\u51fa":[32,36],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":58,"\u8f93\u51fa\u51fd\u6570":36,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":32,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":35,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":60,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":54,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":62,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":62,"\u8f93\u51fa\u67092\u5217":54,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":56,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":54,"\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u8f93\u51fa\u76ee\u5f55":56,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":49,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":33,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":25,"\u8fd0\u884c":30,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":60,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":63,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":54,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":54,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":26,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":42,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[25,40,58],"\u8fd0\u884c\u5931\u8d25":46,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":54,"\u8fd0\u884c\u5b8c\u6210\u540e":42,"\u8fd0\u884c\u5b8c\u811a\u672c":62,"\u8fd0\u884c\u5f00\u53d1\u73af\u5883":28,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":54,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":62,"\u8fd0\u884c\u65e5\u5fd7":42,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":50,"\u8fd1":33,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":63,"\u8fd4\u56de":[8,9,10,11,16,17,20,22],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":61,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":60,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":3,"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":38,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,11,16,17,20,22],"\u8fd8\u4f1a":33,"\u8fd8\u662f":33,"\u8fd8\u6709":33,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":62,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":61,"\u8fd8\u9700\u8981\u8bbe\u7f6e\u4e0b\u9762\u4e24\u4e2a\u53c2\u6570":47,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":55,"\u8fd9":[25,33,58],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":41,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":35,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":58,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":42,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":55,"\u8fd9\u4e24\u4e2a\u6807\u51c6":61,"\u8fd9\u4e24\u4e2a\u9700\u8981\u4e0e":47,"\u8fd9\u4e2a":[33,48],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":25,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":25,"\u8fd9\u4e2a\u51fd\u6570\u7684":36,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":33,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":36,"\u8fd9\u4e2a\u5305\u91cc\u9762\u5305\u542b\u4e86\u6a21\u578b\u914d\u7f6e\u9700\u8981\u7684\u5404\u4e2a\u6a21\u5757":47,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":63,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":50,"\u8fd9\u4e2a\u57fa\u7c7b":38,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":62,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":35,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":33,"\u8fd9\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u662f\u6bcf\u4e00\u4e2a\u8bad\u7ec3\u6216\u8005\u6d4b\u8bd5\u6587\u4ef6\u7684\u8def\u5f84":47,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":63,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":58,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":63,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":33,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":38,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":38,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":61,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":48,"\u8fd9\u4e2a\u8868\u683c":48,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":35,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":26,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":48,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u7f51\u7edc\u7531":47,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":63,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":36,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":50,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":35,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":25,"\u8fd9\u4e9b":42,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":50,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":60,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":38,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":25,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":25,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":56,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":56,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":56,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":61,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":33,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":38,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":26,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":38,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":63,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":33,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":33,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":61,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":33,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":61,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":36,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":63,"\u8fd9\u5c31\u662f":47,"\u8fd9\u5df2\u7ecf\u5728":62,"\u8fd9\u610f\u5473\u7740":36,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":26,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":46,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":62,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":32,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":55,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":33,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":25,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":63,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":63,"\u8fd9\u6837":[26,28,42],"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u8fd9\u6837\u5355\u4e2a\u5b50\u7ebf\u7a0b\u7684\u957f\u5ea6\u5c31\u4e0d\u4f1a\u6ea2\u51fa\u4e86":47,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":46,"\u8fd9\u6837\u5bb9\u5668\u7684":50,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":60,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":28,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":38,"\u8fd9\u6837\u7684\u8bdd":49,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":60,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":41,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":26,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":38,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":25,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":38,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":46,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":36,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":35,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":50,"\u8fd9\u7bc7\u6587\u7ae0":63,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":33,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":36,"\u8fd9\u91cc":[25,36,47,48,50,56,61],"\u8fd9\u91cc\u4e5f\u53ef\u53eb\u5206\u7c7b\u5c42":47,"\u8fd9\u91cc\u4ee5":58,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":26,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":26,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":62,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":33,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":25,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":26,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":63,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":58,"\u8fd9\u91cc\u5bf9":47,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":26,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":60,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":55,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":55,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":60,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":38,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":50,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":58,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":26,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":63,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":63,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":42,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":63,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":63,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":63,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":55,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":58,"\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecdlayer":47,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":48,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":63,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":63,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":63,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":58,"\u8fdb\u5165":62,"\u8fdb\u5165\u5bb9\u5668":49,"\u8fdb\u7a0b":47,"\u8fdb\u7a0b\u4e2d\u53ef\u4ee5\u542f\u52a8\u591a\u4e2a\u5b50\u7ebf\u7a0b\u53bb\u63a5\u53d7":47,"\u8fdb\u7a0b\u4e4b\u540e":47,"\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u4e2a\u7aef\u53e3\u7528\u6765\u505a\u7a20\u5bc6\u66f4\u65b0":47,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":50,"\u8fdb\u7a0b\u7684":42,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":50,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":50,"\u8fdb\u7a0b\u7aef\u53e3\u662f":47,"\u8fdb\u7a0b\u9700\u8981\u7684":50,"\u8fdb\u884c\u4e86":33,"\u8fdb\u884c\u4f7f\u7528":55,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":50,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":50,"\u8fdb\u884c\u540c\u6b65":47,"\u8fdb\u884c\u5f00\u53d1":37,"\u8fdb\u884c\u62c6\u89e3":33,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":38,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":26,"\u8fdb\u884c\u9884\u6d4b":58,"\u8fdb\u9636\u6307\u5357":53,"\u8fde\u63a5":35,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":62,"\u9000\u4f11\u4eba\u5458":59,"\u9000\u51fa\u5bb9\u5668":49,"\u9002\u4e2d":33,"\u9009":33,"\u9009\u62e9":33,"\u9009\u62e9\u4f60\u7684\u5f00\u53d1\u5206\u652f\u5e76\u5355\u51fb":37,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":40,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":58,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":44,"\u9009\u62e9\u8fc7\u540e\u7684":63,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":48,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":59,"\u9009\u9879":[27,54],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"\u901a\u5e38":[42,62],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":50,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":46,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":25,"\u901a\u5e38\u5728\u9ad8\u7ea7\u60c5\u51b5\u4e0b":47,"\u901a\u5e38\u60c5\u51b5\u4e0b":41,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":49,"\u901a\u5e38\u662f\u4e00\u4e2apython\u51fd\u6570":47,"\u901a\u5e38\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u90fd\u4f1a\u5305\u62ec":47,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":48,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":36,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":38,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":33,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":46,"\u901a\u7528":43,"\u901a\u77e5":33,"\u901a\u77e5\u7cfb\u7edf\u4e00\u8f6e\u6570\u636e\u8bfb\u53d6\u7ed3\u675f":47,"\u901a\u8fc7":[25,33,38,42,47,58],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":35,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":55,"\u901a\u8fc7\u4ee5\u4e0b\u6307\u4ee4\u53ef\u4ee5\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":28,"\u901a\u8fc7\u4f7f\u7528":27,"\u901a\u8fc7\u51fd\u6570":50,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":55,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":25,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":35,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":35,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":37,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":62,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":58,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":38,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":58,"\u901a\u8fc7data":35,"\u901a\u8fc7volum":48,"\u903b\u8f91\u56de\u5f52":58,"\u9053\u6b49":33,"\u9069":33,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":59,"\u9075\u5faa\u6587\u7ae0":54,"\u90a3\u4e48":[35,38],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":35,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":25,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":25,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":26,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":36,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":36,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":25,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":25,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":25,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":46,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":41,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":41,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":25,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":41,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":41,"\u90ae\u7f16":59,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":48,"\u90e8\u7f72kubernetes\u96c6\u7fa4":40,"\u90fd":33,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":44,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":26,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":33,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":32,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":33,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":38,"\u914d\u5408\u4f7f\u7528":47,"\u914d\u7f6e":62,"\u914d\u7f6e\u4e86\u7f51\u7edc":60,"\u914d\u7f6e\u51fa\u975e\u5e38\u590d\u6742\u7684\u7f51\u7edc":47,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":55,"\u914d\u7f6e\u5982\u4e0b":54,"\u914d\u7f6e\u6253\u5f00":41,"\u914d\u7f6e\u6570\u636e\u6e90":47,"\u914d\u7f6e\u6587\u4ef6":58,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":38,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":54,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":42,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":36,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":38,"\u914d\u7f6eapi":32,"\u914d\u7f6ekubectl":40,"\u9152\u5e97":33,"\u91c7\u6837\u5c42":60,"\u91c7\u7528":61,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":61,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":44,"\u91c7\u7528multi":25,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":49,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":30,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":56,"\u91cc\u7684\u65e5\u5fd7":42,"\u91cc\u901a\u8fc7train_list\u548ctest_list\u6307\u5b9a\u662f\u8bad\u7ec3\u6587\u4ef6\u5217\u8868\u548c\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":47,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":41,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":49,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":25,"\u9488\u5bf9\u6587\u672c":60,"\u94a9\u5b50\u4f1a\u68c0\u67e5\u672c\u5730\u4ee3\u7801\u662f\u5426\u5b58\u5728":37,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":27,"\u94fe\u63a5\u5f85\u8865\u5145":58,"\u9500\u552e":59,"\u9519\u8bef\u7387":58,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":25,"\u955c\u50cf\u91cc\u6709":49,"\u957f\u5ea6":25,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":36,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":36,"\u95ee\u9898":26,"\u95f4\u9694":58,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":44,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":44,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":33,"\u9664\u53bbdata\u5c42":58,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":54,"\u9664\u96f6\u7b49\u95ee\u9898":25,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":61,"\u968f\u673a\u6570\u7684\u79cd\u5b50":44,"\u968f\u673a\u6570seed":43,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":26,"\u9694\u5f00":56,"\u96c6":59,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":63,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":63,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":44,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":49,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":42,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":42,"\u96c6\u7fa4\u5de5\u4f5c":42,"\u96c6\u7fa4\u6d4b\u8bd5":43,"\u96c6\u7fa4\u8bad\u7ec3":43,"\u96c6\u7fa4\u8fdb\u7a0b":42,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":42,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":42,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":42,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":41,"\u9700\u8981\u4e0e":47,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":50,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":48,"\u9700\u8981\u542f\u52a8":47,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":50,"\u9700\u8981\u5728":42,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":49,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":39,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":56,"\u9700\u8981\u5bf9":48,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":25,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":62,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":33,"\u9700\u8981\u660e\u786e\u6307\u5b9a":44,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":48,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":50,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[44,47,60],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":38,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":33,"\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2a\u53c2\u6570":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":35,"\u9700\u8981import\u8fd9\u4e9b\u51fd\u6570":47,"\u9700\u8981python\u63a5\u53e3\u91cc\u5904\u7406shuffl":47,"\u975e\u5e38\u6570":38,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":38,"\u97f3\u4e50\u5267":59,"\u9875\u9762\u4e2d\u7684":37,"\u987a\u5e8f":33,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":60,"\u9884\u5904\u7406\u811a\u672c":62,"\u9884\u5b9a\u4e49\u7f51\u7edc":62,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":62,"\u9884\u6d4b\u540e":61,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":62,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":56,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":60,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":58,"\u9884\u6d4b\u811a\u672c\u662f":61,"\u9884\u6d4b\u9636\u6bb5":47,"\u9884\u6d4bid":58,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":62,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":54,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":54,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":56,"\u989d\u5916\u7684\u53c2\u6570":58,"\u9996\u5148":[3,26,33,36,38,54,56,58,61,62],"\u9996\u5148\u4e0b\u8f7dcifar":55,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":27,"\u9996\u5148\u5b89\u88c5paddlepaddl":62,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":38,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":38,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":63,"\u9a71\u52a8":39,"\u9a8c\u8bc1\u65b0\u7684":37,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":59,"\u9ad8\u4eae\u90e8\u5206":33,"\u9ad8\u53ef\u7528":48,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":36,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":25,"\u9ed1\u8272\u7535\u5f71":59,"\u9ed8\u8ba4":[3,44,63],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u9ed8\u8ba4\u4e0d\u663e\u793a":44,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":35,"\u9ed8\u8ba4\u4e3a0":[44,46],"\u9ed8\u8ba4\u4e3a1":[3,46],"\u9ed8\u8ba4\u4e3a100":46,"\u9ed8\u8ba4\u4e3a4096mb":44,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":60,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":35,"\u9ed8\u8ba4\u4e3anull":44,"\u9ed8\u8ba4\u4f7f\u7528\u591a\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u548c\u5206\u7c7b\u9519\u8bef\u7387\u7edf\u8ba1\u8bc4\u4f30\u5668":47,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":44,"\u9ed8\u8ba4\u503c":[27,32,46],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":35,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[25,28,42,62],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":62,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":33,"\u9ed8\u8ba4\u662f0":47,"\u9ed8\u8ba4\u662f1":47,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":62,"\u9ed8\u8ba4\u7684":49,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":46,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":42,"adamax\u7b49":58,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":58,"api\u5bf9\u6bd4\u4ecb\u7ecd":34,"api\u63a5\u53e3":48,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":25,"atlas\u7684\u8def\u5f84":27,"awselasticblockstore\u7b49":48,"batch\u4e2d\u5305\u542b":25,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":44,"batches\u6b21":44,"bin\u548c\u8bc4\u5206\u6587\u4ef6":60,"blas\u7684\u8def\u5f84":27,"bool\u578b\u53c2\u6570":3,"byte":25,"caoying\u7684pul":63,"case":[10,16,24,41],"class":[7,10,12,14,15,16,17,19,20,23,25,38,62],"cmake\u4e2d\u5c06":41,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":25,"cmake\u7f16\u8bd1\u65f6":27,"cmake\u914d\u7f6e\u4e2d\u5c06":41,"conf\u4f5c\u4e3a\u914d\u7f6e":63,"const":38,"container\u4e2d":49,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":25,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":46,"count\u548cgpu":46,"cpu\u7248\u672c":30,"cuda\u5e73\u53f0":30,"cuda\u5e93":44,"cudnn\u5e93":[27,44],"dat\u4e2d":60,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":50,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":33,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":33,"dataprovider\u662f\u88ab\u7cfb\u7edf\u8c03\u7528":47,"dataprovider\u662fpaddlepaddle\u7cfb\u7edf\u7684\u6570\u636e\u63d0\u4f9b\u5668":47,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,58],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"dataprovider\u8fd4\u56de\u7a7a\u6570\u636e":47,"dataprovider\u91cc\u5b9a\u4e49\u6570\u636e\u8bfb\u53d6\u51fd\u6570":47,"deb\u5b89\u88c5\u5305":30,"decay\u5219\u4e3a0":55,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":35,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":35,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":35,"decoer\u67b6\u6784":35,"default":[7,9,10,11,12,15,16,17,19,20,22,23,46,49,50,62],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":60,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":63,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":39,"docker\u7684\u5b98\u7f51":39,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":28,"dockers\u8bbe\u7f6e":28,"dropout\u7684\u6bd4\u4f8b":38,"elec\u6d4b\u8bd5\u96c6":58,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":58,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":35,"encoder\u8f93\u51fa":35,"entropy\u4f5c\u4e3acost":25,"evaluator\u7684\u503c\u4f4e\u4e8e0":63,"export":[25,28,30,55],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":3,"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":46,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":46,"final":[11,17,60],"float":[3,7,9,10,12,15,16,20,26,41,56,60],"float\u7b49":46,"function":[8,10,11,12,16,17,20,23,24,36,62],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":63,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":37,"github\u4e0a":37,"github\u5141\u8bb8\u81ea\u52a8\u66f4\u65b0":37,"github\u9996\u9875":37,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":41,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548ccpu\u901a\u4fe1":47,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":40,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":44,"gpu\u7248\u672c":30,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":61,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":25,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":62,"group\u6559\u7a0b":34,"gru\u6216lstm":36,"gru\u6a21\u578b":58,"gru\u6a21\u578b\u914d\u7f6e":58,"hot\u7a20\u5bc6\u5411\u91cf":60,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":39,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":3,"id\u4e3a0\u7684\u6982\u7387":58,"id\u4e3a1\u7684\u6982\u7387":58,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":44,"id\u6307\u5b9a\u7684gpu":46,"id\u65e0\u6548":44,"image\u91cc":49,"imdb\u6570\u636e\u96c6\u5305\u542b25":62,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":62,"imdb\u7684\u6570\u6910\u96c6":62,"import":[3,5,9,10,16,23,25,26,47,54,55,56,60,62,63],"include\u4e0b\u9700\u8981\u5305\u542bcbla":27,"include\u4e0b\u9700\u8981\u5305\u542bmkl":27,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"int":[3,7,9,10,11,12,15,16,17,20,24,33,38,46,58,60,61],"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":48,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":48,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":50,"job\u7684\u540d\u5b57":50,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":50,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":40,"kubernetes\u5355\u673a\u8bad\u7ec3":40,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":48,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":50,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":50,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":48,"kubernetes\u652f\u6301\u591a\u79cdvolum":48,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":49,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":48,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":33,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":33,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":35,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":38,"layer\u91cc\u9762\u53ef\u4ee5\u5b9a\u4e49\u53c2\u6570\u5c5e\u6027":47,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":27,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":27,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":27,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":27,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":46,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6216\u8005test":47,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":46,"long":[10,11,16,17,20],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":62,"lstm\u6a21\u578b":58,"lstm\u6a21\u578b\u914d\u7f6e":58,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":62,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":35,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":36,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":36,"memory\u53ea\u80fd\u5728":35,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":33,"memory\u6307\u5411\u4e00\u4e2alay":35,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":36,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":33,"memory\u7684":36,"memory\u7684\u521d\u59cb\u72b6\u6001":35,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":33,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":35,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":36,"memory\u7684i":35,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":35,"mkl\u7684\u8def\u5f84":27,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":27,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":63,"mode\u7684python\u51fd\u6570":63,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":60,"name\u662f\u4f53\u88c1":60,"name\u662f\u5e74\u9f84":60,"name\u662f\u6027\u522b":60,"name\u662f\u7535\u5f71\u540d":60,"name\u662f\u804c\u4e1a":60,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":50,"new":[10,16,20,24,38],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":48,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":63,"noavx\u7248\u672c":30,"normalization\u5c42":56,"normalization\u5c42\u7684\u53c2\u6570":56,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":28,"null":[10,38,44,60],"num_gradient_servers\u53c2\u6570":50,"openblas\u7684\u8def\u5f84":27,"operator\u7684\u6982\u5ff5":47,"out\u4e0b\u5305\u542b":55,"out\u7684\u6587\u4ef6\u5939":55,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":50,"packages\u91cc\u9762":25,"packages\u91cc\u9762\u7684python\u5305":25,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":63,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":33,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":25,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":49,"paddle\u7684dock":49,"paddle\u7684docker\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":28,"paddle\u955c\u50cf":49,"paddlepaddle\u4e2d":[32,35],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":62,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":33,"paddlepaddle\u4e66\u7c4d\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":28,"paddlepaddle\u4e66\u7c4d\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":28,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":58,"paddlepaddle\u4f7f\u7528\u5747\u503c0":25,"paddlepaddle\u4f7f\u7528avx":25,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":26,"paddlepaddle\u5305\u62ec\u5f88\u591a\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u8d77":47,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":27,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":58,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":33,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":38,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":33,"paddlepaddle\u591a\u673a\u91c7\u7528\u7ecf\u5178\u7684":47,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":3,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":58,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":26,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":26,"paddlepaddle\u5c06train":3,"paddlepaddle\u63d0\u4f9b\u4e86\u57fa\u4e8e":47,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":26,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":30,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":29,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":27,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":26,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":25,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":25,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6":47,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":26,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":25,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":39,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":39,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":29,"paddlepaddle\u7684bas":38,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":29,"paddlepaddle\u7684trainer\u8fdb\u7a0b\u91cc\u5185\u5d4c\u4e86python\u89e3\u91ca\u5668":47,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":33,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":28,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":25,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":58,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":35,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":35,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":50,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":44,"pass\u5230":63,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":44,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":44,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":44,"passes\u8f6e":44,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":46,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":44,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":44,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":44,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":44,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":62,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":62,"period\u6574\u9664":44,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":44,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":48,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":48,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":55,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":58,"pserver\u8fdb\u7a0b\u7528\u4e8e\u534f\u8c03\u591a\u4e2atrainer\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1":47,"public":[38,49,62],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,25,36,47,58,60],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":25,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":26,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":38,"python\u811a\u672c\u91cc\u5b9a\u4e49\u4e86\u6a21\u578b\u914d\u7f6e":47,"query\u6539\u5199":63,"rate\u4e3a0":63,"rate\u4e3a5":63,"rate\u88ab\u8bbe\u7f6e\u4e3a0":55,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":50,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":59,"resnet\u6a21\u578b":57,"return":[3,10,11,16,17,19,20,22,23,26,33,36,38,50,56,58,60],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":33,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":33,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":35,"rnn\u6a21\u578b":58,"rnn\u76f8\u5173\u6a21\u578b":40,"rnn\u914d\u7f6e":34,"search\u7684\u65b9\u6cd5":44,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":33,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":35,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":44,"sh\u6765\u8bad\u7ec3\u6a21\u578b":55,"sh\u8c03\u7528\u4e86":56,"short":[10,11,16,17],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":25,"size\u4e3a1":63,"size\u4e3a50":63,"size\u4e3a512":44,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":25,"size\u5927\u5c0f\u4e3a128":62,"size\u662f3":63,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":25,"size\u7684\u503c":3,"softmax\u5c42":54,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":38,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":25,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":61,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":28,"ssh\u8fdb\u5165\u5bb9\u5668":28,"static":10,"step\u51fd\u6570\u4e2d\u7684memori":35,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":35,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"super":38,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":63,"tflops\u4e86":41,"trainer\u8fdb\u7a0b\u4f1a\u8c03\u7528dataprovider\u51fd\u6570\u8fd4\u56de\u6570\u636e":47,"trainer\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u89e3\u91ca\u5668\u6267\u884cpython\u811a\u672c":47,"true":[7,9,10,11,12,15,16,17,19,20,23,24,25,33,36,38,46,50,56,60,61,62,63],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"try":[12,24,25,60],"type\u662fon":60,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":29,"ubuntu\u90e8\u7f72paddlepaddl":29,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":44,"utf8\u7f16\u7801":54,"uts\u7b49linux":48,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":27,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":62,"vocab\u505a\u4e3a\u5b57\u5178":62,"void":38,"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":48,"w0\u548c":56,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":56,"while":[7,9,15,20,24,50,63],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":33,"x\u548cwindow":28,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":28,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":50,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":50,"zero\u4e09\u79cd\u64cd\u4f5c":44,AGE:49,AWS:[48,51,52],Abs:6,And:[9,10,12,16,24],But:[10,11,16,17,25],EOS:[10,16],For:[5,8,9,10,12,16,20,23,24,30,41],NFS:48,Not:23,One:[9,10,11,17],QoS:49,TLS:23,That:[10,16,20,24],The:[3,7,8,9,10,11,12,14,15,16,17,20,22,23,24,38,50,58,60,61,63],Their:[10,16],Then:[10,60],There:[9,10,16,22,23],Use:[23,24],Used:[11,17],Using:62,WITH:37,Will:20,With:[10,11,16,17],Yes:28,___embedding_0__:50,___embedding_1__:50,__init__:38,__list_to_map__:60,__main__:[5,56],__meta__:60,__name__:[5,56],__regression_cost_0__:50,__rnn_step__:36,_link:[11,17],_proj:[10,16],_recurrent_group:36,_res2_1_branch1_bn:56,_source_language_embed:[36,54],_target_language_embed:[36,54],abc:[10,16],abl:[10,16,23],about:[10,11,16,17,61,63],abov:[3,10,16,23,41],abs:[11,17],accept:[20,23,24,61],access:[10,11,17,23],accord:[9,10,16],accrod:[11,17],accuraci:9,acl:62,aclimdb:62,aclimdb_v1:20,across:[10,16],act:[10,11,16,17,25,26,33,36,47],act_typ:58,activ:[4,10,11,16,17,21,47,58],activi:[11,17],actual:[10,16],adadelta:[12,25,58],adagrad:[12,58],adam:[12,23,58,62],adamax:12,adamoptim:[47,54,58,62,63],adapt:[9,12],add:[10,11,16,17,20,37,60],add_input:38,add_test:38,add_to:[10,16],add_unittest_without_exec:38,addbia:38,added:9,addit:[10,11,16,17],addrow:38,addto:10,addtolay:[10,16],adversari:24,affect:[10,16],afi:3,after:[10,16],again:23,age:[50,60],agg_level:[10,16,32,33],aggregatelevel:[10,16,32,33],aircraft:63,airplan:55,aistat:[10,16],alex:[10,16,62],alexnet_pass1:46,alexnet_pass2:46,algo_hrnn_demo:33,algorithm:[10,12,16,54,62,63],align:[10,11,16,17,20,63],all:[3,7,9,10,12,15,16,22,23,35,50,60,61,62],alloc:[7,15],allow:[23,58],allow_only_one_model_on_one_gpu:[43,44,46],almost:[11,17],alreadi:[25,30],also:[9,10,11,16,17,23,24,41,58],alwai:[10,11,16,17,24,50],amazon:49,ambigu:24,amd64:48,amend:37,analysi:[61,62],ani:[10,11,16,17,20,23,24],annot:61,annual:61,anoth:[10,16,23],anyth:[20,24,61],api:[16,20,23,41,47,50,53,62],api_pydataprovider2_sequential_model:8,api_trainer_config:60,apiserv:48,apivers:[48,49,50],apo:63,append:[3,24,33,36,50,60],appleyard:41,appli:[10,11,16,17],applic:[41,49],approach:[10,16,58],apt:[30,55],arbitrari:10,architectur:63,arg:[3,8,9,10,11,12,16,17,20,25,26,28,50,55,56,58,60,61,62],arg_nam:[10,16],argpars:50,args_ext:50,argument:[3,8,10,16,20,50,58,60,61],argumentpars:50,argv:56,around:[3,10,16],arrai:[5,10,16,20,22,24,56],arxiv:[10,11,16,17,62],assert:5,assign:10,associ:61,assum:[10,16],astyp:24,async:[12,43],async_count:[43,44],async_lagged_grad_discard_ratio:44,async_lagged_ratio_default:[43,44],async_lagged_ratio_min:[43,44],atla:27,atlas_root:27,attenion:[11,17],attent:[10,11,17,63],attr:[7,11,15,16,17],attribut:[4,10,11,16,17,21],auc:[9,43],author:48,authorized_kei:42,auto:[38,41],automat:[10,16,23,63],automaticli:[10,16],automobil:55,averag:[9,10,12,16,19,61],average_test_period:[43,44,61],averagepool:[10,16],avg:[13,41,58],avgcost:[9,58,60,62,63],avgpool:[10,16,32,58],avoid:41,avx:28,await:49,awar:23,azur:48,b2t:54,b363:49,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:49,backward:[10,11,14,16,17,38],backward_first:36,backwardactiv:38,bag:58,baidu:[10,16,37,49],balasubramanyan:62,bank:61,bardward:[11,17],bare:[48,49],barrierstatset:41,base:[6,12,16,17,19,20,23],baseactiv:[10,11],basematrix:38,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,60],bash:[28,39,49,50],basic:10,batch:[9,10,11,12,16,17,20,22,23,26,42,49,50,55,56,58,60,62,63],batch_0:56,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:24,batch_siz:[12,20,22,25,26,42,47,54,55,58,60,62,63],batchsiz:[10,16,38],bcd:[10,16],beam:[10,36,63],beam_gen:[10,36],beam_search:[35,36],beam_siz:[10,36,43,44,46],beamsiz:63,becaus:[10,16,23,24,33],been:61,befor:[10,11,16,17,24,25,60],begin:[9,10],beginiter:[22,23],beginn:36,beginpass:[22,23],begintrain:23,being:24,belong:[10,16],below:[10,16,24],benefit:[11,17],bengio:[10,16],bertolami:62,besid:[10,16],best:[8,10,16,60],best_model_path:61,besteffort:49,beta1:12,beta2:12,beta:56,better:[10,11,16,17],between:[10,12,16,63],bgr:56,bi_lstm:[11,17],bia:[10,11,12,16,17,38,47,56],bias:[10,16],bias_attr:[10,11,16,17,25,26,33,36],bias_param:25,bias_param_attr:[11,17],biases_:38,biasparameter_:38,biassiz:38,bidi:49,bidirect:[11,17,61,62],bidirectional_lstm_net:62,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:41,bin:[28,30,42,48,49,50,60],binari:[9,10,16,20,58],bird:55,bitext:63,blank:[10,16],bleu:63,block:[10,16],block_expand:10,block_i:[10,16],block_x:[10,16],bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:62,bool:[7,9,10,11,12,15,16,17,19,20,38,44,46,58,60,62],boot:[10,35,36],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,33,36],boot_with_const_id:10,bos_id:[10,36],both:[7,10,11,14,15,16,17,23],bottom:58,bow:58,branch:[10,16,23,37],brelu:6,brendan:62,browser:28,bryan:62,buf_siz:20,buffer:[20,24],buffered_read:24,build:[28,50,51,52,63],build_and_instal:28,build_doc:39,built:41,bunk:62,cach:[25,58,60,61],cache_pass_in_mem:[3,25,58,60,61],cachetyp:[3,25,58,60,61],calc_batch_s:[3,61],calcul:[9,10,11,12,16,17],call:[10,11,16,17,23,41,50,58],callabl:[10,20],callback:38,calrnn:33,caltech:55,can:[7,8,9,10,11,15,16,17,20,23,24,41,58],can_over_batch_s:[3,61],candid:[10,16],caption:63,card:42,care:[11,17,24],cat:[28,50,55,56,62],categori:[10,16,58],categoryfil:49,ccb2_pc30:63,cde:[10,16],ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17],ceph:48,certif:[23,48],cfg:49,chain:20,chanc:23,chang:[10,24,62],channel:[10,16,41],char_bas:60,check:[3,20,25,30,37,38,44],check_align:20,check_eq:38,check_fail_continu:3,check_l:38,check_sparse_distribution_batch:[43,44],check_sparse_distribution_in_pserv:[43,44],check_sparse_distribution_ratio:[43,44],check_sparse_distribution_unbalance_degre:[43,44],checkgrad:44,checkgrad_ep:44,checkout:37,chunk:9,chunk_schem:9,chunktyp:9,cifar:55,cifar_vgg_model:55,claimnam:50,clang:37,class1:62,class2:62,class_dim:62,classic:[10,16],classif:[10,16,58,62,63],classifi:[9,56],classification_cost:[25,33,47,55,58],classification_error_evalu:[58,62,63],classification_threshold:9,clean:25,client:48,clip:[7,12,15,44,58],clock:[10,16],clone:28,close:[3,24],cluster:[23,42,48,50],cluster_train:42,cmake:[25,27,39,41],cmakelist:38,cna:[10,16],cnn:[49,58],code:[3,5,16,20,23,24,28,37,38,49,60],coded_stream:25,codedinputstream:25,coeff:[10,16],coeffici:[10,16],collect:[10,16,22],collectbia:38,color:[55,56],column:[9,10,16,24],com:[10,11,16,17,20,28,30,37,48,49,56],combin:[10,11,16,17,20,60],command:[38,46,49,50,51,52],commandlin:[41,50],comment:[11,17,20,33,50,58],commit:49,common_util:[42,60],compil:30,complet:[10,11,16,17,20,22,49,50],complex:[11,17,24],complic:[10,16],compos:[20,23],composenotalign:20,comput:[10,11,16,17,23,61,62],conat:16,conat_lay:10,concat:[10,63],concat_lay:36,concaten:[11,17],concept:23,concern:23,condit:[10,16,49],conf:[5,10,16,25,33,42,50,54,56,63],conf_paddle_gradient_num:50,conf_paddle_n:50,conf_paddle_port:50,conf_paddle_ports_num:50,conf_paddle_ports_num_spars:50,config:[7,10,11,15,16,17,26,38,42,43,44,46,47,48,49,50,55,58,60,61,62,63],config_:44,config_arg:[43,44,46,56,58,61,62],config_bas:[16,17,22],config_fil:61,config_gener:[42,60],config_lay:38,config_pars:[5,38],configprotostr:25,configur:[8,10,16,38,54,56,63],confront:63,conll05st:61,conll:61,connect:[11,17,49,58],connectionist:[10,16,62],connor:62,consequ:[10,11,16,17],consid:[9,10,12,16],consider:[11,17],consist:[10,16,24],construct:[23,60],construct_featur:60,contain:[3,8,9,10,11,16,17,19,20,23,49,50,58],context:[3,10,11,16,17,36,48],context_attr:[11,17],context_len:[10,11,16,17,58,60],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,60],context_start:[10,11,16,17,58],contrast:[10,16],control:[7,15,49,63],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:23,convert:[3,5,20,24,58,60],convlay:[10,16],convolut:[10,11,16,17,47],convoper:[10,16],convtranslay:[10,16],copi:[23,60],core:[7,15],corpora:63,corpu:61,correct:[9,10,16],correctli:[9,20],correspoind:23,correspond:23,corss_entropi:23,cos:[10,16],cos_sim:60,cosin:[10,16],cost:[12,23,26,47,60,62,63],cost_id:10,could:[9,10,16,20,22,23,24],couldn:30,count:[24,41,44,46,49,60,61,62,63],cpickl:60,cpp:[25,33,37,38,41,50,58,60,63],cpu:[3,7,10,15,16,28,30,41,46,49,50,61],cpuinfo:28,crash:41,creat:[7,10,15,16,20,23,38,49,50],create_bias_paramet:38,create_input_paramet:38,createfromconfigproto:5,creator:20,cretor:20,crf:[10,61],crf_decod:10,critic:62,crop:56,crop_siz:56,cross:[10,16,25,58],cross_entropi:[16,23],cross_entropy_with_selfnorm:16,crt:48,csc:38,cslm:63,csr:38,ctc:10,ctc_layer:9,ctest:28,ctrl:[42,60],ctx:61,ctx_0:61,ctx_0_slot:61,ctx_n1:61,ctx_n1_slot:61,ctx_n2:61,ctx_n2_slot:61,ctx_p1:61,ctx_p1_slot:61,ctx_p2:61,ctx_p2_slot:61,cub:55,cuda:[30,41,42,44],cuda_dir:[43,44],cuda_so:[25,28],cuda_visible_devic:25,cudaconfigurecal:41,cudadevicegetattribut:41,cudaeventcr:41,cudaeventcreatewithflag:41,cudafre:41,cudagetdevic:41,cudagetdevicecount:41,cudagetdeviceproperti:41,cudagetlasterror:41,cudahostalloc:41,cudalaunch:41,cudamalloc:41,cudamemcpi:41,cudaprofilerstart:41,cudaprofilerstop:41,cudaprofilestop:41,cudaruntimegetvers:41,cudasetdevic:41,cudasetupargu:41,cudastreamcr:41,cudastreamcreatewithflag:41,cudastreamsynchron:41,cudeviceget:41,cudevicegetattribut:41,cudevicegetcount:41,cudevicegetnam:41,cudevicetotalmem:41,cudnn:[10,16,19],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[43,44],cudnn_dir:[43,44],cudnnv5:27,cudrivergetvers:41,cuinit:41,cumul:[10,16],curl:48,current:[3,10,12,16,48,58],current_word:36,currentcost:[9,58,60,62,63],currentev:[9,58,60,62,63],curv:23,custom:23,custom_batch_read:24,cyclic:[10,16],dalla:3,dan:61,darwin:48,dat:[20,42,60],data:[3,8,11,12,17,22,23,25,30,33,42,43,44,47,49,50,51,54,55,56,58,60,61,62,63],data_config:5,data_dir:[54,55,62,63],data_feed:20,data_fil:26,data_initialz:58,data_lay:[3,9,25,26,33,36,47,55,58,60,61],data_nam:20,data_provid:8,data_read:[20,24],data_reader_creator_random_imag:24,data_server_port:[43,44],data_sourc:8,data_typ:[16,20],datadim:[10,16],datalay:[10,16],dataprovid:[2,8,25,26,36,42,47,50,58,60,61],dataprovider_:58,dataprovider_bow:58,dataprovider_emb:58,dataproviderconvert:5,datasci:[10,16],dataset:[24,56,58,59,62,63],datasourc:[4,60],date:61,db_lstm:61,dcudnn_root:27,deb:30,decai:12,decid:[23,24],declar:[10,11,16],decod:[10,11,16,17,35,36,63],decoder_boot:36,decoder_group_nam:36,decoder_input:36,decoder_mem:36,decoder_prev:[11,17],decoder_s:36,decoder_st:[11,17,36],deconv:[10,16],deconvolut:[10,16],decor:[3,20],deep:[10,16,41,55,56],deer:55,def:[3,5,10,16,20,23,24,25,26,33,36,38,50,56,58,60,61],defalut:[10,16],default_decor:50,default_devic:46,default_valu:46,defin:[3,8,9,10,11,16,17,20,23,24,25,58,60],define_py_data_sources2:[3,8,25,26,47,55,56,58,60],defini:63,definit:[20,54],degre:[10,16],del:60,delar:58,delimit:[9,60],demo:[5,10,36,42,49,51,54,55,56,58,60,62,63],dens:[10,16,20,60],dense_vector:[3,5,16,20,26,60],dense_vector_sequ:20,deriv:[14,23],descent:[10,12,16],describ:[23,49,58],descript:50,design:[10,16,20],desir:49,detail:[7,10,11,12,15,16,17],detect:9,determin:[10,16,20],dev:[25,28,55,60,63],develop:[37,63],deviat:[7,15],devic:[7,15,25,28,46],deviceid:46,devid:[10,16],dez:62,dfs:11,dict:[3,8,25,33,50,58,60,62,63],dict_dim:[25,33,62],dict_fil:[9,33,36,58,61],dict_nam:8,dictionai:58,dictionari:[3,8,9,10,20,22,23,25,58,63],dictrionari:58,dictsiz:63,differ:[8,9,10,16],digit:[10,16],dim:[20,38,54,62],dimens:[10,14,16,19,20,25,58],dimes:[10,16],din:60,dir:[42,50,56,60,61,62,63],direct:[10,11,16,17],directli:[11,17],directori:[41,49],disabl:25,discard:[20,44],discount:[10,16],discuss:23,disput:63,dist_train:23,distanc:9,distribut:[10,16,44,51,52],distribute_test:[43,44],disucss:23,divid:12,diy_beam_search_prob_so:[43,44],dmkl_root:27,do_forward_backward:24,doc:[5,11,17,20,28,39,50],doc_cn:39,docker:[25,28,49,50,51,52],docker_build:23,docker_push:23,dockerfil:[28,50],dockerhub:28,document:[11,17],documentari:3,doe:[11,17,24],doesn:[7,10,15,20,23,24],dog:[55,56],don:[11,17,23,24],done:[10,11,16,17,41,50],dot:63,dot_period:[44,46,50,55,60,62,63],dotmuloper:[10,16],dotmulproject:[10,16],doubl:44,down:41,download:[20,49],download_cifar:55,doxygen:37,dpkg:30,dpython_execut:25,dpython_include_dir:25,dpython_librari:25,drop_rat:[7,15,47],dropout:[7,10,15,16],dropout_lay:10,dropout_r:[11,17],drwxr:49,dso_handl:30,dtoh:41,dtype:[5,26,56],dubai:63,due:60,dure:[3,10,16,58,63],dwith_gpu:27,dwith_profil:41,dwith_tim:41,dynam:[3,24],dynamic_cast:38,each:[3,9,10,16,19,20,22,24,58,60],each_feature_vector:14,each_meta:60,each_pixel_str:3,each_sequ:[10,16,32,33],each_time_step_output:14,each_timestep:[10,16,32],each_word:3,eaqual:[10,16],eas:[20,24],easi:24,easier:[23,24],easili:[23,24],ec2:48,echo:[25,28,60,62],edit:9,editor:37,edu:[20,49,55],efg:[10,16],either:[10,16,20,22,23,58],electron:49,elem_dim:[10,16],element:[9,10,11,16,17,20,22,24],elif:[23,60],els:[10,23,28,33,38,56,58,60],emac:37,emb1:33,emb2:33,emb:[25,33,49,58],emb_group:33,emb_sum:25,embed:[10,23,54,60,62],embedding_lay:[25,33,36,58,60],embedding_nam:36,embedding_s:36,empir:[10,16],emplace_back:38,empti:[9,20,26],enabl:[7,15,41],enable_grad_shar:[43,44],enable_parallel_vector:44,enc_proj:[11,17,36],enc_seq:[11,17],enc_vec:36,encod:[11,17,33,63],encoded_proj:[11,17,36],encoded_sequ:[11,17,36],encoded_vector:36,encoder1:33,encoder1_expand:33,encoder1_rep:33,encoder2:33,encoder2_rep:33,encoder_last:10,encoder_proj:36,encoder_s:36,end:[9,10,16,24,36,61,62],end_pass:23,enditer:[22,23],endpass:[22,23],endtrain:23,english:[10,16,63],ensembl:[11,17],entir:[10,11,16,17],entri:20,entropi:[10,16,58],enumer:[10,14,25,58,60],env:[25,37,50],environ:[23,25,41,49],eol:37,eos:10,eos_id:[10,16,36],epsilon:12,equal:[10,11,12,16,17,33],equat:[10,11,12,16,17],equival:[10,16,23],error:[7,9,10,12,15,16,23,25,44,58,60,62,63],error_clipping_threshold:[7,15,33],errorr:9,especi:[11,17],essenc:23,essenti:[10,23],estim:[10,16,23],eta:49,etc:[12,20,24,63],eth0:[42,47,50],eval:[9,58,60,62,63],eval_bleu:63,evalu:[4,10,16,41,42,47,60,62,63],evaluate_pass:62,evaluator_bas:9,even:[23,24],event:49,event_handl:23,everi:[9,10,11,17,20,23],exactli:[9,10,11,16,17],exampl:[8,9,10,11,12,16,17,20,22,24,56,58],exc_path:25,exceed:10,except:60,excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exe:48,exist:[23,24,62],exit:49,exp:6,expand:[10,32],expand_a:[10,16,32,33],expand_lay:33,expand_level:[10,16,32],expandconvlay:[10,16],expandlevel:[10,16,32],expect:[10,16],explain:9,explan:[10,16],explicit:38,explicitli:23,explor:10,exponenti:14,express:23,extend:60,extens:12,extern:[43,44],extra:[10,11,15,16,17],extraattr:[7,15,46,47],extraattribut:[16,17],extraattributenon:16,extract:[10,16,54,56,61],extract_fea_c:56,extract_fea_pi:56,extralayerattribut:[7,10,11,15,33],extralayeroutput:11,extrapaddl:17,extrem:10,f1205:25,f120da72:49,fa0wx:49,fabric:42,facotr:[10,16],factor:[7,10,12,15,16],fail:[25,30,44,49],fake_imag:24,fals:[7,9,10,11,12,15,16,17,20,24,25,26,33,36,38,46,49,54,58,60,61,62,63],false_label:24,false_read:24,faq:53,fast:[10,16,41],faster:[10,11,16,17],fbd1f2bb71f4:49,fc1:[38,46],fc2:46,fc3:46,fc4:46,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[25,26,33,46,47,58,60],fc_layer_nam:11,fc_name:17,fc_param:25,fc_param_attr:[11,17],fclayer:38,fdata:[33,61],fea:56,fea_output:56,feat:62,featur:[3,10,14,16,20,37,56,58,60,61],feature_a:25,feature_b:25,feature_map:60,feed:[11,17,20,22,23],feeder:20,fernan:62,festiv:3,fetch:20,few:24,fewer:10,fg0:[10,16],field:[10,16,22,60],figur:[23,54,63],file1:63,file2:63,file:[3,9,10,16,20,23,24,56,58,59,60,62,63],file_list:3,file_nam:[26,33,56,58,61],filenam:[3,25,60],filer:[10,16],fill:[10,16,58],filter:[10,16],filter_s:[10,11,16,17,47],filter_size_i:[10,16],find:[10,12,30],fine:[7,15],finish:49,first:[10,16,20,23,58,60],first_seq:36,firstn:20,firstseen:49,fit:20,fix:[7,15],flexiabl:24,flexibl:[10,11,17,23],flight:63,float32:[5,20,24,26,56],floor:[10,16],fly:58,folder:63,follow:[9,10,11,12,16,17,20,23,24,51,52,60],forbid:23,forget:[12,23],form:[11,12,17],format:[9,37,38],former:23,formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,38],forwardactiv:38,forwardtest:5,found:[10,16],frame:9,framework:[23,58],french:63,frequenc:20,frequent:24,frog:55,from:[3,5,10,11,16,17,20,22,24,25,26,28,35,41,47,49,54,55,58,60,61,62,63],from_sequ:32,from_timestep:[10,16,32],fromfil:[24,26,56],fulfil:41,full:[10,16],full_matrix_project:[11,17,33,36,47],fulli:58,fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnectedlay:38,func:[3,20],further:10,fusion:60,gain:[10,16],gamma:56,gan:23,gate:[10,11,16,17],gate_act:[10,11,16,17,33],gate_recurr:[10,16],gather:[10,60],gauss:[7,15],gce:48,gcepersistentdisk:48,gdebi:30,gen:[10,63],gen_conf:63,gen_data:63,gen_result:63,gen_trans_fil:36,gender:[50,60],gener:[3,9,10,11,16,17,20,22,23,24,41,46,50,54,58,63],generatedinput:[35,36],genr:[50,60],gereat:9,get:[3,10,11,16,17,30,38,49,55,58,60,61,62],get_batch_s:61,get_best_pass:62,get_config_arg:[46,58,60,62],get_data:[49,58,61],get_imdb:62,get_input_lay:38,get_model:56,get_output_attr:17,get_output_layer_attr:11,get_sample_from_lin:25,get_word_dict:20,getbatchs:38,getenv:[23,50],gethostbynam:50,gethostnam:50,getidmap:50,getinput:38,getinputgrad:38,getinputvalu:38,getoutputgrad:38,getoutputvalu:38,getparameterptr:38,getpodlist:50,getsiz:38,gettranspos:38,getw:38,getweight:38,getwgrad:38,gildea:61,gist:[11,17],git:[28,37],github:[10,11,16,17,28,30,56],give:3,given:[20,22,24,58],global:[7,12,15,23,41,60],global_learning_r:[7,15],globalstat:41,globalstatinfo:41,globe:3,glusterf:48,goe:[10,11,16,17],good:[10,16,24],goodfellow13:[10,16],googl:[23,25],googleapi:48,gpu:[7,10,12,15,16,19,25,28,30,41,46,56,61,62,63],gpu_id:[25,44,46],gpugpu_id:43,grad:44,grad_share_block_num:[43,44],gradient:[7,9,10,12,15,16,44,50,58],gradient_clipping_threshold:[7,12,15,58,62],gradient_serv:47,gradientmachin:[5,50,60,63],gradientserv:47,gram:54,graph:10,grave:62,greater:[10,16],grep:[28,62],groudtruth:36,ground:[9,10,16,63],group:[11,17],group_id:60,group_input:[33,36],grouplen:59,gru:[10,16,58],gru_attr:17,gru_bias_attr:[11,17],gru_decod:36,gru_decoder_with_attent:36,gru_encoder_decod:[54,63],gru_layer_attr:11,gru_memori:[11,17],gru_siz:58,gru_step:[17,36],gru_step_lay:[11,36],grumemori:[11,17,36],gserver:[10,38],gsizex:41,guid:49,gur_group:[11,17],gzip:49,hadoop:23,handl:[23,24],handwrit:62,harvest:58,has:[10,11,12,16,17,23,41,58,61],hassubseq:33,have:[9,10,11,16,17,20,23,24],head:62,header:[26,56,60],height:[10,16,20,24,38],hello:23,help:5,helper:[8,10,11,16,17],here:[7,10,11,15,16,17,20,23,24],heurist:[10,63],hidden1:47,hidden2:47,hidden:[10,11,16,17,25,60],hidden_a:25,hidden_b:25,hidden_dim:33,hidden_s:[11,17,60],hierach:35,hierarch:[10,16,33],high:[7,15],highest:20,him:23,hint:5,hl_dso_load:30,hl_get_sync_flag:38,hold:23,home:[42,49,50],hook2:33,hook:[33,60,61],horizont:[10,16],hors:55,horst:62,host:[42,49],hostnetwork:50,hostpath:[48,49,50],hot:58,hous:[3,20],how:[7,10,15,16,23],howardjohnson:33,howev:[11,17,24],howto:50,html:[20,39,55],htod:41,http:[10,11,16,17,20,28,30,37,48,49,55,56,59,63],huber:[10,16],huge:[10,16],huina:62,hyper:[10,16],hyperplan:20,i0601:60,i0706:63,i0719:63,i1116:50,i1117:41,ib0:42,icwsm:62,id_input:[9,36],idea:[10,16,24],identityoffsetproject:[10,16],identityproject:[10,16],idmap:50,ids:[9,10,16,22,25,58,60],idx:38,ieee:62,ignor:[3,9],ijcnlp:62,ilsvrc:56,imag:[19,20,23,24,49,50,51,52,55,56,63],image_a:24,image_b:24,image_classif:55,image_fil:24,image_lay:24,image_list_provid:56,image_nam:23,image_path:24,image_provid:55,image_reader_cr:24,image_s:56,imagepullpolici:50,imageri:[10,16],images_reader_cr:24,imdber:62,img:[3,10,16,47,55],img_conv:17,img_conv_lay:11,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:55,imgsiz:41,imgsizei:41,imgsizex:41,immutable_paramet:23,implement:[10,11,12,16,17,20],importerror:60,inarg:5,inc_path:25,includ:[10,11,16,17,23,41],incorrect:[10,16],increas:25,incupd:38,inde:[20,24],independ:[10,16],index:[9,10,16,19,20,33,39,60],indexslot:10,indic:[9,10,16],infer:23,infiniband:42,info:[9,10,16,33,38,42,50],inform:9,ininst:23,init:[7,15,38,50,60,61],init_hook:[33,58,60,61],init_hook_wrapp:8,init_model_path:[43,44,46,54,58,61],initi:[3,7,10,15,16,44,58],initial_max:[7,15,25],initial_mean:[7,10,15,16,25],initial_min:[7,15,25],initial_std:[7,10,15,16,25],initpaddl:5,inlcud:[11,17],inner:[25,33],inner_:33,inner_mem:33,inner_param_attr:[11,17],inner_rnn_output:33,inner_rnn_st:33,inner_rnn_state_:33,inner_step:33,inner_step_impl:33,input1:[10,11,16,17],input2:[10,16],input:[3,9,10,11,14,16,17,19,20,22,24,25,26,32,33,35,36,38,46,47,50,54,55,58,60,61,63],input_data:38,input_data_target:38,input_featur:14,input_fil:[26,61],input_hassub_sequence_data:38,input_id:[10,16],input_imag:[11,17,55],input_index:38,input_label:38,input_lay:[10,38],input_nam:23,input_sequence_data:38,input_sequence_label:38,input_sparse_float_value_data:38,input_sparse_non_value_data:38,input_t:38,input_typ:[25,26,33,36,58,60],inputdef:38,inputlayers_:38,inputtyp:20,insid:[9,10,16,24],instal:[25,30,37,42,49,55,60],instanc:[10,12,16],instead:[10,16,19,24],int32:[44,47],integ:[3,9,10,16,20,58],integer_sequ:25,integer_valu:[3,20,25,33,58],integer_value_sequ:[3,20,33,36,58,61],integer_value_sub_sequ:33,integr:61,inter:[10,16],intercept:[10,16],interfac:[7,10,11,15,16,17,42],intergr:[10,16],intern:[10,11,17,20],interpol:10,interpret:9,invalid:24,invok:[3,10,41,60],iob:9,ioe:9,ip_str:50,ipc:48,ips:50,ipt:[10,16,25,33,36],ipython:23,is_async:12,is_gener:[10,54,63],is_kei:60,is_layer_typ:10,is_predict:[58,60,62],is_seq:[10,36,60],is_sequ:60,is_stat:[7,15],is_test:[56,61,62],is_train:3,isinst:5,ispodallrun:50,isspars:38,item:[10,16,20,24,50],iter:[3,10,11,12,17,20,22,23,24],its:[3,9,10,11,16,17,23,30,41],itself:[11,17],jeremi:41,jie:[61,62],jmlr:[10,16],job:[9,42,43,44,46,48,50,56,58,61,62,63],job_dispatch_packag:42,job_mod:54,job_nam:50,job_namespac:50,job_path:50,job_path_output:50,job_workspac:42,jobnam:50,jobpath:50,jobselector:50,johan:62,join:33,joint:63,jointli:[11,17,63],journal:[61,62],jpg:56,json:[42,49,60],jth:[11,17],jupyt:28,just:[9,10,11,14,16,17],jypyt:23,k8s:50,k8s_data:50,k8s_job:23,k8s_token:23,k8s_train:50,k8s_user:23,kaim:[10,16],kaimingh:56,kebilinearinterpbw:41,kebilinearinterpfw:41,keep:[10,16],kei:[3,41,48,50,60],kernel:[10,16],key1:44,key2:44,keyword:50,kind:[23,48,49,50],kingsburi:61,know:[11,17,23],kriz:[20,55],ksimonyan:[11,17],kube:48,kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeadm:48,kubectl:[48,49,50],kubernet:[23,40,42,50,51,52],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,20,33,58,60,61],l1_rate:[7,15],l2_rate:[7,15],l2regular:[47,55,58,62],label:[3,9,10,12,16,20,22,24,25,26,33,47,49,55,56,58,60,61,62],label_dict:61,label_dim:[10,16,33,58],label_fil:[24,61],label_lay:[10,24],label_list:61,label_path:24,label_slot:61,labeledbow:62,labelselector:50,lag:44,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,54],larg:[19,63],larger:[7,9,10,12,15,16],last:[9,10,11,16,17,32,33],last_seq:33,last_time_step_output:10,lastseen:49,later:58,latest:[10,16,25,49,50],launcher:23,layer1:[10,11,16,17,32],layer2:[10,16,32],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,24,32,35,36,38,47,56,58,60,61],layer_0:38,layer_attr:[10,16,36,46,47],layer_num:[46,56],layer_s:[10,16],layer_typ:[10,16],layerbas:38,layerconfig:38,layergradutil:38,layermap:38,layeroutput:[9,11,47,60],layers_test:25,lbl:[9,55],ld_library_path:[30,42],learn:[7,9,10,11,12,15,16,17,23,24,28,41,43,55,56,61,62,63],learnabl:[10,16],learning_method:[12,26,47,54,55,58,60,62,63],learning_r:[7,12,15,25,26,47,54,55,58,60,62,63],least:[9,10,16],lecun:20,left:[10,16],leman:63,len:[3,10,16,33,36,38,50,58,60,61],length:[10,11,16,17,20,49],less:[10,16,23],less_than:23,let02:49,let:[10,16,23],level:[7,10,15,16,35],lib64:[25,28,30,42,44],lib:[27,30],lib_path:25,libcuda:[25,28],libjpeg:55,libnvidia:[25,28],libprotobuf:25,librari:[10,16,30,42,44],like:[9,10,16,24,56],limit:[10,20,25,41],line:[3,9,20,25,33,46,58,60,61],line_count:25,linear:[6,10,16],linear_comb:10,linearactiv:[10,26],linguist:61,link:[10,11,16,17,35,62],linux:[28,48],lipeng:54,lipton:62,list:[2,3,8,9,10,11,16,20,23,26,42,46,47,55,56,58,60,61,62,63],lium:63,liwicki:62,load:[10,16,23,26,50,56,60,61,62,63],load_data_arg:5,load_featur:56,load_feature_c:56,load_feature_pi:56,load_missing_parameter_strategi:[43,44,46,54,61],loadparamet:5,loadsave_parameters_in_pserv:[43,44],local:[7,15,27,30,42,43,44,50],localhost:[28,48],localip:50,log:[6,25,38,42,44,49,50,55,60,61,62,63],log_barrier_abstract:[43,44],log_barrier_lowest_nod:[43,44],log_barrier_show_log:[43,44],log_clip:[43,44],log_error_clip:[43,44],log_period:[44,46,49,50,55,58,60,61,62,63],log_period_serv:[43,44],logarithm:14,logger:[3,33],logist:58,look:[3,9,58],loop:24,loss:[10,16,58],low:[10,16],lst:60,lstm:[10,16,33,36,49,58],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17,33],lstm_group_input:33,lstm_input:33,lstm_last:33,lstm_layer_attr:[11,33],lstm_nest_group:33,lstm_output:33,lstm_size:58,lstm_step:[11,17],lstmemori:[11,17,33,36],lstmemory_group:[10,33],ltr:[10,16],mac:28,machan:[11,17],machin:[10,11,12,16,17,35,62,63],mai:[8,9,10,16,24],main:5,maintain:10,major:63,make:[3,10,16,23,24,30,38,41,62],mandarin:[10,16],mani:[10,11,16,17],manufactur:63,mao:62,map:[10,16,23,60],map_read:20,mapreduc:23,marcu:62,mark:61,mark_slot:61,market:62,martha:61,mask:[7,10,15,16],master:[23,48,62],mat_param_attr:[11,17],math:[11,17,38,41],matirx:[10,16],matplotlib:55,matrix:[9,10,11,16,17,20,38],matrixptr:38,max:[7,10,13,15,16,20,41,46,60],max_length:[10,36],max_sort_s:[10,16],maxid:[9,10],maxid_lay:9,maxim:10,maximum:9,maxinum:19,maxout:10,maxpool:[10,16,32],mayb:[10,11,16,17],mean:[7,9,10,11,12,15,16,17,19,20,22,24,25,44,56,58,60],mean_img_s:55,mean_meta:56,mean_meta_224:56,mean_valu:56,mechan:[10,11,17],meet:61,mem:33,member:23,memcpi:41,memori:[11,17,36,41,49,58],memory_threshold_on_load_data:[43,44],mere:[11,17],mergedict:[54,63],messag:49,meta:[42,55,56,60],meta_config:[42,60],meta_fil:60,meta_gener:[42,60],meta_path:55,meta_to_head:60,metadata:[49,50],metal:48,metaplotlib:23,method:[3,8,10,11,12,16,22,60,63],metric:43,mfs:50,might:[10,16],min:[7,15,41,46,60],min_pool_s:[3,25,47],mini:[10,16,20],mini_batch:24,minibatch:[10,16],minibatch_data:20,minikub:48,minim:12,minimum:[10,16],miss:61,mix:[11,17,47],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,33,36,47,61],mixed_layer_attr:11,mixedlayertyp:10,mkl:27,mkl_root:27,ml_data:[42,60],mnist:[3,5,24],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:24,mnist_train:[3,24],mnist_train_batch_read:24,mnt:50,mod:61,mode:[10,16,50,62],model:[10,11,12,16,17,46,47,54,55,58,60,61,62,63],model_averag:12,model_config:5,model_list:[44,46,61,62],model_output:62,model_path:46,model_zoo:[54,56],modelaverag:12,modul:[3,8,11,17,20,25,26,47,55,56,58,60],modulo:[10,16],momentum:[7,12,15,25,58],momentumoptim:[26,55],mon:49,mono:[10,16],month:63,mood:62,moosef:48,more:[9,10,11,16,17,20,23,24,25,41],morin:[10,16],mose:[62,63],moses_bleu:63,mosesdecod:62,most:[10,20,23,24],mountpath:[49,50],move:[10,16],movi:[3,60],movie_featur:60,movie_head:60,movie_id:[50,60],movie_meta:60,movie_nam:60,movie_review:20,movielen:59,moving_average_fract:[10,16],mpi:42,mse:10,much:[10,16,24],mul:38,multi:[10,16,56,63],multi_binary_label_cross_entropi:16,multi_crop:56,multinomi:[10,16],multipl:[9,10,11,16,17,20,23],multipli:[9,10,16],must:[9,10,11,14,16,17,24,30,38],my_cool_stuff_branch:37,mypaddl:[49,50],name:[3,7,8,9,10,11,15,16,17,19,20,23,25,26,28,33,36,38,41,46,47,48,49,50,51,52,55,58,60,63],namespac:[38,48,49,50],nano:37,nativ:[10,16],nchw:[10,16],ndarrai:22,ndcg:[10,16],ndcg_num:[10,16],necessari:[10,16,58],need:[10,11,16,17,20,23,25,41,50,58],neg:[3,9,10,16,58,61,62],neg_distribut:[10,16],nest:20,net:[10,11,16,17,62],net_conf:62,net_diagram:56,network:[4,5,7,9,10,12,15,16,20,21,22,23,24,33,42,46,50,54,55,56,60,61,62,63],network_config:46,neural:[10,11,12,16,17,20,22,23,33,35,54,60,61,62,63],neuralnetwork:[10,16],never:[20,24,49,50],next:[3,10],nfs:50,nfsdir:50,nginx:28,nic:[42,43,44,47,50],nlp:10,nltk:20,nmt:63,nnz:38,no_cach:3,no_sequ:[3,60],noah:62,noavx:28,node0:50,node:[10,16,48,49,50],node_0:50,node_1:50,node_2:50,nodebook:28,nodefil:42,nois:[10,16],non:[10,16],none:[3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,26,36,56,58],norm_by_tim:[10,16],normal:[10,11,16,17,49,50,56],notat:[10,16],note:[7,10,11,12,15,16,17,19,23,24,30,62],notebook:28,noth:14,novel:62,now:[10,16,35],np_arrai:20,ntst1213:63,ntst14:63,nullptr:[30,38],num:[10,16,42,44,50,61,62,63],num_channel:[10,11,16,17,47,55],num_chunk_typ:9,num_class:[10,11,16,17,55],num_filt:[10,11,16,17,47],num_gradient_serv:[43,44,47],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[26,43,44,46,49,50,58,60,61,62,63],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[9,10,16,20,24,63],numchunktyp:9,numdevices_:46,numlogicaldevices_:46,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,24,26,56],numsampl:41,numtagtyp:9,nvidia:[25,28],obj:[3,8,25,26,47,55,56,58,60],object:[3,7,8,9,10,11,12,15,16,17,20,22,23,41,58,60],observ:12,occup:[50,60],occur:20,oct:49,odd:[10,16],off:[27,28,30],offset:[10,16,60],often:9,ograd:38,omit:[25,58],on_init:3,onc:10,one:[3,8,9,10,11,12,14,16,17,19,20,23,24,58,61,62],one_host_dens:60,one_hot_dens:60,onli:[9,10,11,16,17,19,20,23,33,35],onlin:[12,24],open:[3,10,16,23,24,25,26,33,39,56,58,60,61],openbla:27,openblas_root:27,oper:[10,11,12,16,17,47],opinion:62,opt:[23,27,50],optim:[4,7,15,21,25,47],option:[9,10,16,23],order:[10,11,16,17,20,24,50],org:[10,11,16,17,59],organ:[10,16],origin:[10,16,20,37],other:[9,10,11,12,16,17,20,58,60],otherchunktyp:9,otherwis:[8,10,16,20,23,24],our:23,out:[10,16,23,33,35,36,47,55],out_dir:50,out_left:[10,16],out_mem:36,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outer:33,outer_mem:33,outer_rnn_st:33,outer_rnn_state_:33,outer_step:33,output:[7,9,10,14,15,16,17,19,20,22,23,24,25,26,33,36,42,46,47,49,50,54,55,56,58,60,61,62],output_:[10,16],output_dir:56,output_fil:61,output_id:[10,16],output_lay:[22,56],output_max_index:19,output_mem:[10,16,36],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outv:38,over:[10,11,16,17,23],packag:[16,20,25],pad:10,pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,23,25,26,28,30,37,38,39,41,42,46,47,49,50,54,55,58,60,61,62,63],paddle_n:[42,50],paddle_output:49,paddle_port:[42,50],paddle_ports_num:[42,50],paddle_ports_num_for_spars:42,paddle_ports_num_spars:50,paddle_process_by_paddl:50,paddle_pserver2:42,paddle_root:54,paddle_server_num:50,paddle_source_root:54,paddle_train:[42,50],paddledev:[25,28,49,50],paddlepaddl:[10,11,12,16,17,20,24,25,28,30,36,37,41,42,47,51,52,54,61],pair:9,palmer:61,paper:[10,16,63],para:54,paraconvert:54,parallel:[41,46,49,50,63],parallel_nn:[7,15,43,44],param:[7,10,15,16,60],param_attr:[10,11,16,17,25,26,36],paramattr:[7,10,15,16,25,26,36],paramet:[4,9,10,11,12,16,17,19,20,21,24,44,47,50,60,61,62,63],parameter_attribut:[10,16],parameter_block_s:[43,44],parameter_block_size_for_spars:[43,44],parameter_learning_r:[7,15],parameter_nam:23,parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parameterclient2:50,parametermap:38,parameters_:38,parameterset:23,parametris:12,paramutil:60,paraphras:[54,63],paraphrase_data:54,paraphrase_model:54,paraphrase_modeldata:54,paraspars:38,parent:10,pars:[20,60],parse_config:5,parse_known_arg:50,parsefromstr:25,parser:50,part:[16,60,62],partial:[10,16],paserv:50,pass:[3,8,10,16,22,24,25,26,41,44,46,49,50,55,58,60,61,62,63],pass_idx:24,passtyp:38,past:23,path:[9,20,24,30,42,44,48,49,50,61,62],pattern:[60,62],paul:61,pave:63,pdf:[10,11,16,17],pem:23,penn:61,per:[10,24],perform:[10,11,16,17,41,43],period:[44,61,62,63],perl:[62,63],peroid:[10,16],persistentvolum:48,persistentvolumeclaim:[48,50],person:23,pickl:60,picklabl:8,pid:48,piec:[10,11,16,17],pillow:55,pip:[25,37,42,55,60],pixel:[3,10,16,20,47],pixels_float:3,pixels_str:3,place:3,plain:[9,10,16],pleas:[7,10,11,12,15,16,17,23,24,25,30,50],plot:[23,55],plotcurv:55,png:55,pnpairvalid:43,pod:[48,49,50],podip:50,podlist:50,point:41,poll:62,pool3:38,pool:[4,11,17,21,47,60],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17,47],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,25,58,60],pooling_typ:[10,16,25,32,58],poolingtyp:19,port:[42,43,44,47,49,50],port_num:43,ports_num:[44,47,50],ports_num_for_spars:[43,44,46,47,50],pos:[60,62],posit:[3,9,10,16,20,58],positive_label:9,posix:48,possibl:23,potenti:41,power:10,practic:[8,10,16],pre:[10,11,17,23,54,62,63],pre_dictandmodel:54,precis:9,pred:[58,61],predetermin:10,predic:61,predicate_dict:61,predicate_dict_fil:61,predicate_slot:61,predict:[3,5,9,12,16,22,25,42,47,54,55,56,58,60,61,62],predict_fil:[43,44],predict_output_dir:[43,44,58],predict_sampl:5,predin:55,prefer:48,prefetch:38,pregrad:38,premodel:54,prepar:51,preprocess:[20,42,54,55,58,60,62,63],present:23,prev_batch_st:[43,44],prevent:[12,23],previou:[10,11,16,17],primari:16,principl:23,print:[5,7,15,22,23,26],printallstatu:41,printer:9,printstatu:41,prite:9,prob:9,probabilist:[10,16,54],probabl:[9,10,16,22],problem:[10,12,16,23],proc:28,proce:[20,24],proceed:[10,16,61],process2:33,process:[3,7,8,10,11,12,15,16,17,23,25,26,33,36,47,50,58,60,61],process_predict:58,process_test:8,process_train:8,processdata:[55,56],processor:41,produc:[11,17,20,24],productgraph:49,profil:41,proflier:41,prog:50,program:[20,23,24,41,50],proj:[10,16],project:[10,11,16,17,47],promis:[10,11,17],prone:23,prop:61,propag:12,properli:58,proposit:61,protect:38,proto:19,protobuf:25,provid:[8,10,16,20,23,25,26,33,43,47,58,60,61],prune:10,pserver:[42,43,44,47,50],pserver_num_thread:[43,44],pseudo:23,psize:38,purpos:41,push:50,push_back:38,put:58,pwd:28,py_paddl:[5,20],pydataprovid:[25,47],pydataprovider2:[3,5,26,47,50,60],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[8,16,22,23,25,37,38,42,54,55,56,60,61,62,63],pythonpath:[25,55],pzo:62,queri:[10,16,63],question:[10,16,23],quick:49,quick_start:[49,50,51,58],quick_start_data:49,quickstart:49,rais:20,ramnath:62,ran:41,rand:[41,44,46,61],random:[7,10,15,16,20,24,26],rang:[10,16,20,24,50,58],rank:[10,16,23,56,58],rare:3,rate:[7,9,12,15,42,50,60],ratio:44,raw:[10,16],raw_meta:60,rdma_tcp:[43,44],read:[3,20,23,24,26,56,58,60],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_next_from_fil:25,read_ranking_model_data:23,reader:22,reader_creator_bool:24,reader_creator_random_imag:[20,24],reader_creator_random_image_and_label:[20,24],reader_dict:20,readi:49,readm:[60,62],real:24,real_process:3,realist:23,reason:[10,11,17,23,49],rebas:37,recal:9,receiv:8,recognit:[10,16,56,62],recommend:[11,17,23,42,50,60],record:[60,61],recordio:23,rectangular:[10,16],recurr:[33,34,61,62],recurrent_group:[11,17,33,35,36],recurrent_lay:11,recurrentgroup:9,recurs:28,reduc:12,ref:60,refer:[7,8,10,11,12,15,16,17,27],referenc:10,reference_cblas_root:27,refine_unknown_arg:50,regex:60,register_gpu_profil:41,register_lay:38,register_timer_info:41,registri:49,regress:9,regression_cost:[26,60],regular:[7,12,15,47,55,58,62],rel:[11,17],relat:[8,60],releas:[30,48,61],relu:[6,10,16],reluactiv:10,remot:[7,15,37,42,44,46],remov:20,reorgan:[10,16],repeat:10,repo:37,repres:[10,12,16,58],represent:58,request:[49,63],requir:[9,10,16,23,42,60],res5_3_branch2c_bn:56,res5_3_branch2c_conv:56,res:61,research:[10,16,55],reserveoutput:38,reset:[10,16],reshap:24,reshape_s:[10,16],residu:56,resnet_101:56,resnet_152:56,resnet_50:56,resolv:49,respons:[10,16,49],rest:[10,16],restart:49,restartpolici:[49,50],resu:24,result:[3,9,10,14,16,22,41,58,63],result_fil:[9,36],ret_val:60,return_seq:[11,17],reus:24,reveal:23,revers:[10,11,16,17,35,36],review:[37,49,62],reviews_electronics_5:49,rewrit:63,rgb:[10,16],rgen:62,rho:12,right:[10,16],rmsprop:[12,58],rmspropoptim:60,rnn:[10,11,17,35,36,43,62],rnn_bias_attr:36,rnn_layer_attr:36,rnn_out:36,rnn_state:33,rnn_state_:33,rnn_step:10,rnn_use_batch:[43,44],rnnlm:20,robot:55,role:[23,61,62],roman:62,root:[12,19,28,42,49,50,54],root_dir:42,rot:[10,16],rotat:10,routin:60,routledg:62,row:[9,10,16,20],row_id:[10,16],rstrip:50,rtype:60,run:[23,25,28,41,42,49,50,51,52,60],runinitfunct:[41,50],runtim:[3,25],s_fusion:60,s_id:60,same:[3,8,9,10,11,16,17,23,33,58],samping_id:[10,16],sampl:[3,9,20,58,60,62,63],sample_id:9,sample_num:9,santiago:62,save:[3,10,16,20,49,60,61,62,63],save_dir:[26,44,46,49,50,55,58,60,61,62,63],save_only_on:[43,44],saving_period:[43,44,50],saving_period_by_batch:[43,44,46],saw:3,scalar:[10,16],scale:[10,14,60],scalingproject:[10,16],scatter:10,scheduler_factor:[7,15],scheme:[9,12],schmidhub:62,schwenk:63,scienc:62,score:[9,10,16,60],script:[20,28,39],seaplane_s_000978:55,search:[10,36,63],seat:63,second:[10,16,20,23,24,58,60],sed:62,see:[10,11,16,17,23,25,58],seed:[41,44],segment:9,sel_fc:[10,16],select:[10,16],selectiv:[10,16],selector:49,self:38,selfnorm:[10,16],semant:[23,61,62],semantic_role_label:36,semat:23,sen_len:61,sens:10,sent:[23,49],sent_id:36,sentanc:25,sentenc:[3,10,33,36,61],sentence_last_state1:33,sentence_last_state2:33,sentiment:[3,61,62],sentiment_data:62,sentiment_net:62,sentimental_provid:3,sentimental_train:3,separ:[9,58,60],seq:[10,16,33,60],seq_pool:[10,16,32],seq_text_print:9,seq_to_seq_data:[54,63],seq_typ:[20,60],seqlastin:33,seqtext_printer_evalu:36,seqtoseq:[10,25,36,54,63],seqtoseq_net:[10,36,54,63],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,25,33,35,58,60,62,63],sequence_conv_pool:58,sequence_layer_group:[10,33],sequence_nest_layer_group:[10,33],sequencegen:33,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[10,16,61],seri:[11,17,33,62],server:[23,42,44,47,48,50],set:[3,7,9,10,11,15,16,17,20,23,25,26,33,36,41,42,47,49,54,55,56,58,60,61,62,63],set_active_typ:38,set_default_parameter_nam:[7,15],set_drop_r:38,set_siz:38,set_typ:38,settotalbyteslimit:25,setup:[38,58],sever:[10,16],sgd:[12,23,26,42,43,62],shape:[10,16],share:[10,16,61],shared_bia:[11,17],shared_bias:[10,16],ship:55,shold:62,should:[9,10,12,16,20,22,23,24,35],should_be_fals:23,should_be_tru:23,should_shuffl:[3,33,61],show:[12,16,61,62,63],show_check_sparse_distribution_log:[43,44],show_layer_stat:[43,44],show_parameter_stats_period:[43,44,46,49,61,62,63],shown:[9,10,16,23],shuf:[25,60],shuffl:[20,25],side:[10,16],sigint:42,sigmoid:[6,10,16,17],sigmoidactiv:[10,11,33],similar:[10,16,24,60],similarli:[10,16],simpl:[9,10,11,14,16,17,20,50],simple_attent:36,simple_gru:58,simple_img_conv_pool:47,simple_lstm:[10,16,58],simple_rnn:[10,36],simpli:[10,16,23],simplifi:23,sinc:[10,16,24],singl:[9,11,12,17,20],size:[3,9,10,11,12,16,17,20,24,25,26,33,36,38,47,55,56,58,60,62,63],size_a:[10,16],size_b:[10,16],size_t:38,skip:[24,26,56],sleep:50,slide:12,slope:[10,16],slot:[60,61],slot_dim:60,slot_nam:60,slottyp:60,small_messag:[43,44],small_vgg:55,smaller:[10,16],smith:62,snap:49,sock_recv_buf_s:[43,44],sock_send_buf_s:[43,44],socket:50,softmax:[6,10,11,16,17,23,25,36,38,58],softmax_param:25,softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[25,33,36,47,58],softrelu:6,solv:23,some:[7,10,12,15,16,20,23],somedata:22,someth:[10,16],sometim:[12,24],sort:[10,16,20,50,60,62],sourc:[8,10,16,24,63],source_dict_dim:36,source_language_word:36,space:9,space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[7,10,12,15,16,20,25,38,42,44,46,50,58],sparse_binary_vector:[3,20,25,58],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15,25],sparse_value_slot:20,sparse_vector:[20,25],sparse_vector_sequ:20,sparseparam:38,sparseprefetchrowcpumatrix:38,spatial:[10,16],spec:[49,50],special:10,specifi:[9,10,16,20,23,30,58],speech:[10,16],speed:[11,17],sphinx:39,split:[3,10,16,33,42,58,60,61],split_count:50,spp:10,squar:[6,10,12,16,19],squarerootn:13,squarerootnpool:[10,16],srand:44,src:[50,63],src_backward:36,src_dict:[25,36],src_dict_path:25,src_embed:36,src_forward:36,src_id:36,src_root:5,src_word_id:36,srl:61,ssh:[28,42],sshd:28,sstabl:23,stabl:48,stacked_lstm_net:62,stacked_num:62,stackexchang:[10,16],stake:63,standard:[7,15],stanford:[20,49],stanh:6,start:[10,16,25,44,49,50],start_paddl:50,start_pass:[43,44],start_pserv:[43,44],startpaddl:50,stat:[41,44,61,62,63],state:[10,11,16,17,35,49],state_act:[10,11,16,17,33],statfulset:50,staticinput:[10,35,36],statist:[10,16],statset:41,statu:[9,37,41,49,50],status:49,std:[38,44],stderr:42,stdout:42,step:[10,11,12,16,17,19,33,35,36],stepout:33,stochast:12,stock:62,stop:10,storag:48,store:[9,10,16,58,60],str:[22,46,50],strategi:[19,44,61],street:[10,16,61],strict:24,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[3,8,9,10,16,38,44,47],strip:[25,33,58,60,61],structur:[20,58],stub:[10,16],stun:3,style:[10,16,37],sub:[9,10,16,20,23],sub_sequ:3,subgradi:12,subnet:23,subobjectpath:49,subseq:[32,35],subsequenceinput:[10,33],succeed:49,success:49,successfulcr:49,sudo:[30,55],suffic:24,suggest:[10,16],sum:[9,10,12,13,16],sum_to_one_norm:10,sumpool:[10,16,25],support:[7,9,10,12,15,16,19,20,24,33],sure:[30,62],swap_channel:56,swig_paddl:[5,20],symbol:10,syncflag:38,synchron:12,syntax:24,sys:56,system:[25,62],t2b:54,tab:58,tabl:[10,16],tableproject:[10,16],tag:9,tagtyp:9,tainer_id:50,take:[3,9,10,11,16,17,23],tanh:[6,10,11,16,17,38],tanhactiv:[10,11,33,36,47],tar:20,target:[10,16,63],target_dict_dim:36,target_language_word:36,targetinlink:[10,33],task:[9,10,16,61],tbd:[33,39],tconf:62,tcp:[44,47],tcp_rdma:47,tear:41,tee:[49,55,60,61,62,63],tellig:62,templat:[49,50],tempor:[10,16],tensor:10,term:[10,11,16,17],termin:49,tesh:61,test:[2,3,8,9,10,16,20,23,24,38,41,42,44,46,47,55,56,58,60,61,62,63],test_all_data_in_one_period:[49,55,60,61,62],test_compar:25,test_comparespars:25,test_comparetwonet:25,test_comparetwoopt:25,test_config_pars:25,test_data:[5,63],test_fcgrad:38,test_gpuprofil:41,test_layergrad:38,test_list:[3,8,25,26,47,55,58],test_networkcompar:25,test_part_000:62,test_pass:[43,44,46,63],test_period:[43,44,46],test_predict:25,test_pydataprovid:25,test_pydataprovider2:25,test_pydataproviderwrapp:25,test_ratio:60,test_recurrent_machine_gener:25,test_recurrentgradientmachin:[25,33],test_swig_api:25,test_train:25,test_traineronepass:25,test_wait:[43,44],testa:23,testb:23,testbilinearfwdbwd:41,testconfig:38,tester:[60,63],testfcgrad:38,testfclay:38,testlayergrad:38,testq:23,testutil:38,text:[3,9,11,17,20,23,54,58,62,63],text_conv:58,text_conv_pool:60,text_fil:[20,62],tflop:41,than:[7,9,10,11,12,15,16,17,25],thei:[23,41],them:[11,17,23,24,41,58,60],therein:[10,16],thi:[3,7,8,9,10,11,12,15,16,17,20,23,24,41,58,60,62],thing:3,think:23,third:[10,16],those:61,thread:41,thread_local_rand_use_global_se:[43,44],threadid:46,threadloc:41,three:[9,10,12,16,24,56],threshold:[7,9,12,15,44],through:[10,16],throughput:41,thu:[10,16],tier:49,time:[10,11,16,17,19,20,23,24,33,41,44,49,50,62],timelin:[10,16],timer:41,timestamp:[10,16],timestep:[10,16],titl:[50,60],tmp:3,to_your_paddle_clone_path:39,todo:[9,11,17,20,22],toend:[10,16],togeth:[10,11,16,17,20],token:[9,10,23,36,62],tool:[39,50],top:[9,56],top_k:9,topolog:[16,23],toronto:[20,55],total:[9,24,41,49,63],total_pass:24,touch:62,tourist:63,track:10,tractabl:10,tradit:[10,16],trail:20,train:[2,3,7,8,9,10,12,15,16,20,25,26,30,42,44,46,47,49,50,51,52,54,55,56,58,60,61,62,63],train_arg:50,train_args_dict:50,train_args_list:50,train_conf:[54,63],train_config_dir:50,train_data:63,train_list:[3,8,25,26,47,55,56,58],train_part_000:62,trainabl:[10,16],trainer:[3,5,23,26,38,44,46,47,50,60,61,62,63],trainer_config:[2,3,5,26,42,49,50,58,60,62],trainer_config_help:[3,6,7,8,9,10,11,12,13,25,26,38,47,55,60],trainer_count:[25,43,44,46,49,50,60,61,62,63],trainer_id:[44,50],trainerconfighelp:25,trainerid:50,trainerintern:[58,60,63],tran:[10,38],transact:62,transform:[10,16],transform_param_attr:[11,17],translat:[10,11,17,54,63],transpos:[10,16],transposedfullmatrixproject:[10,16],travel:[3,11],travi:37,treat:[10,16],tree:[10,16,50],trg:63,trg_dict:36,trg_dict_path:36,trg_embed:36,trg_id:36,trg_ids_next:36,trn:58,truck:55,true_imag:24,true_label:24,true_read:24,truth:[9,10,16,63],tst:58,tune:[7,15,43],tupl:[8,10,11,16,20,24],ture:[10,16],turn:[10,24,35],tutori:[49,50,51,52,54,63],tweet:62,twitter:62,two:[10,11,16,17,23,24,41,58],txt:[3,38,42,48,58,60,62],type:[3,9,10,11,12,16,17,19,20,23,24,26,33,38,46,49,56,58,60,61],type_nam:[10,60],typic:9,ubyt:24,uci:20,ufldl:[10,16],uid:49,unconstrain:62,undeterminist:41,uniform:[7,10,15,16,20,24],uninstal:25,uniqu:23,unique_ptr:38,unit:[10,11,16,17],unittest:25,univ:63,unix:42,unk:[54,63],unk_idx:[58,61],unknown:[10,16],unseg:[10,16],unsup:62,unsupbow:62,until:50,unus:60,updat:[7,10,12,15,16,37,42,46],updatecallback:38,upgrad:25,upstream:37,url:62,urls_neg:62,urls_po:62,urls_unsup:62,usag:[9,10,11,16,17,20,22,50,60],use:[7,8,9,10,11,12,15,16,17,19,20,23,41,50,56,58,60,61,62,63],use_global_stat:[10,16],use_gpu:[5,25,43,44,46,49,50,55,56,58,60,61,62,63],use_jpeg:55,use_old_updat:[43,44],use_seq:[26,60],use_seq_or_not:60,used:[3,9,10,11,12,16,17,19,20,23,24,41,58,60,62],useful:[10,11,17],usegpu:38,user:[7,9,10,11,15,16,17,20,22,23,24,48,58,60],user_featur:60,user_head:60,user_id:[50,60],user_meta:60,user_nam:60,usernam:37,using:[7,8,10,15,16,20,23,24,30,61],usr:[25,27,28,30,42,44,50],usrdict:54,usrmodel:54,usual:[10,16,20,41],utc:59,util:[41,50,55,60],v28:[10,16],valid:24,valu:[3,5,7,9,10,12,15,16,19,20,22,38,46,50,56,58,61],value1:44,value2:44,value_rang:20,vanilla:36,variabl:[10,16,20,23,49],varianc:[10,16],vector:[10,11,16,17,20,23,58,60],veri:[10,16,19,55],version:[10,11,16,17,30,41,43,44],versu:23,vertic:[10,16],vgg:[11,17,55],vgg_16_cifar:55,via:[24,30],view:[10,16],vim:37,vision:55,visipedia:55,visual:[10,16],vocab:62,volum:[28,48,49,50],volumemount:[49,50],vutbr:20,wai:[10,11,16,17,23,63],wait:[12,50],wall:61,want:[3,10,11,16,17,23,24],warn:[10,16,25,50],warp:[10,16],wbia:56,wei:[61,62],weight:[9,10,11,12,16,17,38,56],weight_act:[11,17],weightlist:38,weights_:38,weights_t:38,wether:[10,16],what:[7,10,11,12,15,16,17,58],when:[3,7,9,10,12,15,16,20,41],where:[10,11,12,16,17,23],whether:[9,10,11,16,17,24,62],which:[9,10,11,12,16,17,20,23,24,58,60],whole:[3,9,20],whole_cont:60,whose:20,why:[11,17,41],width:[9,10,16,20,24,38,63],wiki:[10,16],wikipedia:[10,16],wilder:3,window:[10,16,19,48],wise:[10,16],with_avx:[27,28,30],with_doc:27,with_doubl:[27,30,38],with_dso:27,with_gpu:[27,30],with_metric_learn:30,with_predict_sdk:30,with_profil:41,with_python:[27,30],with_rdma:[27,30],with_style_check:27,with_swig_pi:27,with_test:27,with_tim:[27,30,41],within:10,without:[9,10,16,24],wmt14:63,wmt14_data:63,wmt14_model:63,woboq:28,won:33,wonder:3,word2vec:25,word:[3,9,10,20,25,33,35,58,61],word_dict:[33,58,61],word_dim:[33,58],word_id:[3,25],word_slot:61,word_vector:58,word_vector_dim:[36,54],words_freq_sort:20,work:[20,23,24,33,49,50],workspac:42,would:[22,24,61],wrapper:[11,17,41],write:[20,23,24,61],writelin:26,writer:23,wrong:24,wsj:61,wuyi:48,www:[10,16,20,55,63],xarg:[25,28,38],xgbe0:44,xgbe1:44,xiaojun:62,xrang:[24,26,38],xxbow:62,xxx:[23,56,63],yaml:[49,50],yann:20,yield:[3,20,23,24,25,26,33,36,58,60,61],you:[3,7,10,11,12,15,16,17,30,56,62],your:[10,16,23,25],your_param_nam:25,your_repo:50,yuyang18:[11,17,20,22],zachari:62,zeng:62,zero:[7,10,12,15,16,20,44],zhou:[61,62],zip:[50,59],zoo:54},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","Datasets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Python Data Reader Design Doc","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\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","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":50,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":63,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":54,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":60,"\u4e0b\u8f7d\u6570\u636e":49,"\u4e2d\u6587\u5b57\u5178":54,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":54,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":54,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":54,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":41,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":41,"\u4ecb\u7ecd":[54,56],"\u4ee3\u7801\u8981\u6c42":37,"\u4efb\u52a1\u7b80\u4ecb":26,"\u4f18\u5316\u7b97\u6cd5":58,"\u4f18\u5316\u7b97\u6cd5\u914d\u7f6e":47,"\u4f7f\u7528":[37,49],"\u4f7f\u7528\u6700\u65b0\u7248\u672c\u66f4\u65b0\u4f60\u7684":37,"\u4f7f\u7528\u6848\u4f8b":46,"\u4f7f\u7528\u6982\u8ff0":58,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":46,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":50,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u4f7f\u7528\u8bf4\u660e":40,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":63,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":63,"\u4fdd\u6301":37,"\u4fee\u6539\u4f60\u7684":37,"\u4fee\u6539\u542f\u52a8\u811a\u672c":49,"\u4fee\u6539\u6587\u6863":39,"\u514b\u9686":37,"\u5173\u4e8epaddlepaddl":0,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":41,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":38,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":42,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":36,"\u51c6\u5907\u6570\u636e":[26,60],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":50,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":42,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":25,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"\u5206\u5272\u8bad\u7ec3":60,"\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u521b\u5efajob":50,"\u521b\u5efapaddl":49,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5230":37,"\u5236\u4f5c\u955c\u50cf":50,"\u5236\u4f5cdocker\u955c\u50cf":49,"\u524d\u63d0\u6761\u4ef6":42,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":25,"\u5355\u5143\u6d4b\u8bd5":44,"\u5355\u53cc\u5c42rnn":33,"\u5377\u79ef\u6a21\u578b":58,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"\u53c2\u6570\u4fe1\u606f":56,"\u53c2\u6570\u5185\u5b58":25,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":44,"\u53c2\u6570\u6982\u8ff0":43,"\u53c2\u6570\u8bfb\u53d6":56,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":62,"\u53c2\u8003\u8d44\u6599":41,"\u53cc\u5411lstm":62,"\u53cc\u5c42rnn":33,"\u53cc\u5c42rnn\u4ecb\u7ecd":35,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":35,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":30,"\u53ef\u9009\u529f\u80fd":54,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":58,"\u5411\u91cf":44,"\u542f\u52a8\u4efb\u52a1":50,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":42,"\u547d\u4ee4\u884c\u53c2\u6570":58,"\u548c":32,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":55,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":46,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":54,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":47,"\u57fa\u672c\u539f\u7406":35,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":39,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":25,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":25,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":25,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":25,"\u5982\u4f55\u66f4\u65b0www":39,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u5982\u4f55\u8d21\u732e":39,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":37,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":25,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":33,"\u5b50\u5e8f\u5217\u95f4\u6709memori":33,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":60,"\u5b89\u88c5":[30,58],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":29,"\u5b89\u88c5\u6d41\u7a0b":29,"\u5b89\u88c5kubectl":48,"\u5b8c\u6574\u6559\u7a0b":57,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":38,"\u5b9e\u73b0c":38,"\u5b9e\u73b0python\u5c01\u88c5":38,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":46,"\u5c0f\u7ed3":3,"\u5de5\u5177":41,"\u5e38\u7528\u6a21\u578b":57,"\u5ea6\u91cf\u5b66\u4e60":44,"\u5f00\u53d1\u6807\u51c6":40,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":44,"\u5f15\u7528":61,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":58,"\u6027\u80fd\u4f18\u5316":40,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":41,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":41,"\u6027\u80fd\u8c03\u4f18":44,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":58,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":62,"\u6216\u8005\u662f":25,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":25,"\u62c9\u53d6\u8bf7\u6c42":37,"\u63a5\u53e3":56,"\u63a8\u5bfc\u65b9\u7a0b":38,"\u63a8\u9001":37,"\u63d0\u4ea4":37,"\u63d0\u4ea4\u955c\u50cf":49,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":60,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":32,"\u6570\u636e\u51c6\u5907":[55,60,63],"\u6570\u636e\u63cf\u8ff0":61,"\u6570\u636e\u63d0\u4f9b":61,"\u6570\u636e\u63d0\u4f9b\u5668":47,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":60,"\u6570\u636e\u652f\u6301":44,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":58,"\u6570\u636e\u6e90\u914d\u7f6e":47,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":54,"\u6570\u636e\u96c6\u7279\u5f81":59,"\u6570\u636e\u9884\u5904\u7406":63,"\u6570\u6910\u4ecb\u7ecd":62,"\u6570\u6910\u51c6\u5907":62,"\u6574\u4f53\u65b9\u6848":50,"\u6587\u672c\u751f\u6210":63,"\u6587\u672c\u751f\u6210\u6559\u7a0b":63,"\u6587\u6863":[28,53],"\u65b0\u624b\u5165\u95e8":31,"\u65f6\u5e8f\u6a21\u578b":58,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":33,"\u65f6\u95f4\u6b65":33,"\u672c\u5730\u6d4b\u8bd5":46,"\u672c\u5730\u8bad\u7ec3":46,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u67e5\u770b\u8f93\u51fa":50,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":46,"\u6848\u4f8b\u4e8c":46,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":42,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":42,"\u6982\u8ff0":[32,35],"\u6a21\u578b":56,"\u6a21\u578b\u4e0b\u8f7d":56,"\u6a21\u578b\u68c0\u9a8c":26,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":58,"\u6a21\u578b\u8bad\u7ec3":[55,63],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":60,"\u6a21\u578b\u914d\u7f6e":[33,40],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":33,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d4b\u8bd5":[44,61],"\u6d4b\u8bd5\u6587\u4ef6":60,"\u6d4b\u8bd5\u6a21\u578b":62,"\u7279\u5f81":61,"\u7279\u5f81\u63d0\u53d6":56,"\u72b6\u6001\u6700\u65b0":37,"\u751f\u6210\u5e8f\u5217":36,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":35,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":59,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":63,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":62,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":59,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u76f8\u5173\u6982\u5ff5":35,"\u77e9\u9635":44,"\u793a\u4f8b1":33,"\u793a\u4f8b2":33,"\u793a\u4f8b3":33,"\u793a\u4f8b4":33,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":25,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":60,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":61,"\u7a00\u758f\u8bad\u7ec3":46,"\u7b80\u4ecb":[48,63],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u7c7b":38,"\u7cfb\u7edf\u6846\u56fe":47,"\u7eafcpu\u548cgpu\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":28,"\u7ec3\u4e60":55,"\u7ec6\u8282\u63a2\u7a76":55,"\u7ec6\u8282\u63cf\u8ff0":44,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":42,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":26,"\u7f16\u5199yaml\u6587\u4ef6":49,"\u7f16\u8bd1\u6d41\u7a0b":29,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u7f51\u7edc\u53ef\u89c6\u5316":56,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":47,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":44,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":54,"\u8bad\u7ec3":[44,60,61],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":60,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":25,"\u8bad\u7ec3\u6a21\u578b":[26,58,62],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":35,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":25,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":47,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":45,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":59,"\u8bcd\u5411\u91cf\u6a21\u578b":58,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":54,"\u8bcd\u6c47\u8868":33,"\u8be6\u7ec6\u6559\u7a0b":41,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":61,"\u8bf7\u6c42":37,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":33,"\u8f93\u5165":35,"\u8f93\u5165\u4e0d\u7b49\u957f":33,"\u8f93\u5165\u793a\u4f8b":35,"\u8f93\u51fa":35,"\u8f93\u51fa\u65e5\u5fd7":58,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":42,"\u8fd0\u884c\u5bb9\u5668":49,"\u8fd0\u884cdocker":25,"\u8fd0\u884cpaddlepaddle\u4e66\u7c4d":28,"\u8fdb\u884c\u8bad\u7ec3":49,"\u8fdb\u9636\u6307\u5357":40,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":48,"\u901a\u7528":44,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":28,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":58,"\u9047\u5230":25,"\u90e8\u7f72kubernetes\u96c6\u7fa4":48,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":58,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u914d\u7f6ekubectl":48,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":48,"\u94a9\u5b50":37,"\u9644\u5f55":58,"\u968f\u673a\u6570":44,"\u96c6\u7fa4\u8bad\u7ec3":46,"\u975e\u6cd5\u6307\u4ee4":25,"\u975eavx\u955c\u50cf":28,"\u9884\u5904\u7406":55,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":63,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":63,"\u9884\u6d4b":[55,56,58,61,62],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":63,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":33,"beam_search\u7684\u751f\u6210":33,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":27,"bleu\u8bc4\u4f30":63,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":27,"cmake\u6e90\u7801\u7f16\u8bd1":25,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":27,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"float":25,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":46,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":41,"gpu\u955c\u50cf\u51fa\u73b0":25,"group\u6559\u7a0b":35,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"kubernetes\u5355\u673a\u8bad\u7ec3":49,"meta\u6587\u4ef6":60,"meta\u914d\u7f6e\u6587\u4ef6":60,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":59,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":60,"org\u6587\u6863":39,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":27,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":28,"pod\u95f4\u901a\u4fe1":50,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":56,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":25,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":58,"return":24,"rnn\u76f8\u5173\u6a21\u578b":34,"rnn\u914d\u7f6e":36,"so\u627e\u4e0d\u5230":30,"ubuntu\u90e8\u7f72paddlepaddl":30,Abs:14,absactiv:6,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,addto:16,addto_lay:10,aggreg:[10,16],api:[1,4],applic:4,argument:24,async:44,attent:36,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:24,batch_norm:16,batch_norm_lay:10,batch_siz:24,beam_search:[10,16],becaus:25,between:23,bidirectional_lstm:[11,17],big:25,bilinear_interp:16,bilinear_interp_lay:10,bla:27,block_expand:16,block_expand_lay:10,brelu:14,breluactiv:6,cach:3,check:[10,16],chunk_evalu:9,cifar:20,classif:9,classification_error_evalu:9,classification_error_printer_evalu:9,clone:37,column_sum_evalu:9,commit:37,compos:24,concat:16,concat_lay:10,config:4,configur:21,conll05:20,connect:[10,16],content:[3,25,32,41,47],context_project:[10,16],conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,cos_sim:[10,16],cost:[10,16],cp27mu:25,creat:24,creator:24,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cuda:[25,27],cudnn:27,cudnnavg:19,cudnnmax:19,custom:24,dat:59,data:[10,16,20,24],data_lay:10,datafeed:20,dataprovid:[4,44],dataset:20,datasourc:8,datatyp:20,decayedadagrad:18,decayedadagradoptim:12,decor:24,design:[23,24],dictionari:24,distribut:23,doc:[23,24],dotmul_oper:[10,16],dotmul_project:[10,16],driver:25,dropout_lay:[11,17],embed:16,embedding_lay:10,entri:24,eos:16,eos_lay:10,evalu:9,event:[22,23],exampl:23,except:25,exp:14,expactiv:6,expand:16,expand_lay:[10,32],faq:25,fc_layer:10,first_seq:[10,16,32],fork:37,from:23,full_matrix_project:[10,16],fulli:[10,16],gate:36,get_output:16,get_output_lay:10,github:37,gpu:44,gradient_printer_evalu:9,group:[10,16],gru:[11,17,44],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],handler:23,how:24,hsigmoid:[10,16],huber_cost:[10,16],ident:14,identity_project:[10,16],identityactiv:6,illeg:25,imag:[10,11,16,17],imagenet:56,imdb:[20,62],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:24,infer:22,ingredi:23,init_hook:3,input_typ:3,instruct:25,insuffici:25,interfac:[20,24],interpol:16,interpolation_lay:10,isn:24,job:49,join:[10,16],kubernet:[48,49],lambda_cost:[10,16],last_seq:[10,16,32],layer:[10,16,23],layeroutput:10,layertyp:10,learn:44,libcudart:30,libcudnn:30,linear:14,linear_comb:16,linear_comb_lay:10,linearactiv:6,linux_x86_64:25,list:24,log:14,logactiv:6,lstm:[11,17,44,61,62],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:24,math:[10,16],max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16,33,35],messag:25,metric:44,mini:24,minibatch:20,misc:[11,17],mix:[10,16],mixed_lay:10,mnist:20,model:[4,21,23,36,56],momentum:18,momentumoptim:12,movi:59,movielen:20,multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:24,nce:16,nce_lay:10,need:24,network:[11,17,36],neural:36,nlp:[11,17,44],norm:[10,16],nvprof:41,nvvp:41,onli:24,optim:[12,18],output:11,pad:16,pad_lay:10,paddl:24,paddlepaddl:[23,39,53],parallel_nn:46,paramet:[7,15,22,23],perform:44,platform:25,pnpair_evalu:9,point:25,pool:[10,13,16,19],pooling_lay:[10,32],power:16,power_lay:10,pre:37,precision_recall_evalu:9,prefetch:24,print:9,protocol:25,provid:[3,24],pull:37,push:37,python:24,rank:9,rank_cost:[10,16],rate:59,reader:[20,23,24],recurr:[10,11,16,17,35,36],recurrent_group:[10,16],recurrent_lay:10,refer:3,reject:25,relu:14,reluactiv:6,repeat:16,repeat_lay:10,request:37,reshap:[10,16],resnet:56,rmsprop:18,rmspropoptim:12,rnn:[33,44],rotat:16,rotate_lay:10,sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:16,scaling_lay:10,scaling_project:[10,16],selective_fc:16,selective_fc_lay:10,sentiment:20,seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:36,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,set:12,sgd:44,share:23,shuffl:24,sigmoid:14,sigmoidactiv:6,simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:24,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:62,stanh:14,stanhactiv:6,start:23,suffici:24,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,sumpool:13,support:25,table_project:[10,16],take:24,tanh:14,tanhactiv:6,tensor:16,tensor_lay:10,text_conv_pool:[11,17],thi:25,too:25,train:[22,23,24],trainer:22,tran:16,trans_full_matrix_project:[10,16],trans_lay:10,tune:44,uci_h:20,updat:23,usag:24,use:24,user:59,util:9,value_printer_evalu:9,version:25,vgg_16_network:[11,17],warp_ctc:16,warp_ctc_lay:10,wheel:25,whl:25,why:24,wmt14:20,zoo:56}})
\ No newline at end of file
+Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/reader/README","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/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/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/concepts/use_concepts_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/reader/README.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/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/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/concepts/use_concepts_cn.rst","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{"paddle.trainer_config_helpers":{attrs:[7,0,0,"-"],data_sources:[8,0,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,1,1,""],ExtraLayerAttribute:[7,2,1,""],ParamAttr:[7,1,1,""],ParameterAttribute:[7,2,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,3,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,4,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","attribute","Python \u5c5e\u6027"],"2":["py","class","Python \u7c7b"],"3":["py","method","Python \u65b9\u6cd5"],"4":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:attribute","2":"py:class","3":"py:method","4":"py:function"},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":63,"0005\u4e58\u4ee5batch":55,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":62,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":62,"000\u4e2atxt\u6587\u4ef6":62,"000\u4f4d\u7528\u6237\u5bf94":59,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":56,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":59,"000\u90e8\u7535\u5f71\u76841":59,"00186201e":5,"00m":41,"02595v1":[10,16],"03m":41,"0424m":41,"0473v3":[11,17],"05d":55,"0630u":41,"06u":41,"0810u":41,"08823112e":5,"0957m":41,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":44,"0\u5c42\u5e8f\u5217":32,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":62,"0ab":[10,16],"0b1":30,"0rc1":28,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":55,"10007_10":62,"10014_7":62,"100m":25,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":56,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":56,"101\u5c42\u7f51\u7edc\u6a21\u578b":56,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":55,"10\u6570\u636e\u96c6":55,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":55,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":55,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"1150u":41,"11e6":49,"12194102e":5,"124n":41,"128\u7ef4\u548c256\u7ef4":54,"13m":49,"1490u":41,"14\u6570\u636e\u96c6":63,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":63,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":46,"152\u5c42\u7f51\u7edc\u6a21\u578b":56,"15501715e":5,"1550u":41,"15\u884c":33,"1636k":63,"16u":41,"173m":56,"173n":41,"1770u":41,"18\u5c81\u4ee5\u4e0b":59,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":49,"197u":41,"1\u7684\u5c42\u4e4b\u5916":46,"1\u7a00\u758f\u6570\u636e":38,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":46,"1\u9664\u4ee5batch":55,"1m\u6570\u636e\u96c6\u4e2d":60,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":60,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":55,"210u":41,"211839e770f7b538e2d8":[11,17],"215n":41,"228u":41,"234m":56,"24\u5c81":59,"2520u":41,"25639710e":5,"25k":58,"2680u":41,"26\u884c":33,"27787406e":5,"279n":41,"27m":41,"285m":41,"2863m":41,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":41,"2977m":41,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":25,"2\u4e2a\u6d6e\u70b9\u6570":26,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":50,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":46,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":50,"2nd":[10,16],"302n":41,"30u":41,"3206325\u4e2a\u8bcd\u548c3\u4e2a\u7279\u6b8a\u6807\u8bb0":54,"32777140e":5,"328n":41,"32\u7ef4":54,"32u":41,"331n":41,"3320u":41,"34\u5c81":59,"35\u65f6":63,"36540484e":5,"36u":41,"3710m":41,"3768m":41,"387u":41,"38u":41,"3920u":41,"39u":41,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"3\u53f7gpu":25,"4035m":41,"4090u":41,"4096mb":44,"4279m":41,"43630644e":5,"43u":41,"448a5b355b84":49,"44\u5c81":59,"4560u":41,"4563m":41,"45u":41,"4650u":41,"4726m":41,"473m":49,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":59,"4gb":44,"500\u4e2atxt\u6587\u4ef6":62,"500m":25,"50\u5c42":56,"50\u5c42\u7f51\u7edc\u6a21\u578b":56,"51111044e":5,"514u":41,"525n":41,"526u":41,"53018653e":5,"536u":41,"5460u":41,"5470u":41,"54u":41,"55\u5c81":59,"55g":63,"5690m":41,"573u":41,"578n":41,"5798m":41,"586u":41,"58s":49,"5969m":41,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":54,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":30,"6080u":41,"6082v4":[10,16],"6140u":41,"6305m":41,"639u":41,"64\u7ef4":54,"655u":41,"6780u":41,"6810u":41,"682u":41,"6970u":41,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":41,"6\u4e2a\u8282\u70b9":42,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":54,"704u":41,"70634608e":5,"7090u":41,"72296313e":5,"72u":41,"73u":41,"75u":41,"760u":41,"767u":41,"783n":41,"784u":41,"78m":41,"7eamaa":20,"7kb":49,"8250u":41,"8300u":41,"830n":41,"849m":41,"85625684e":5,"861u":41,"864k":63,"8661m":41,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":54,"877\u884c":54,"892m":41,"8\u4ee5\u4e0a":37,"901n":41,"90u":41,"918u":41,"9247m":41,"924n":41,"9261m":41,"93137714e":5,"9330m":41,"94u":41,"9530m":41,"96644767e":5,"983m":41,"988u":41,"997u":41,"99982715e":5,"99m":56,"99u":41,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":49,"\u0233":26,"\u03b5":26,"\u4e00":33,"\u4e00\u4e2a":47,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":26,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":55,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u4f5c\u4e1a\u91cc\u5305\u62ec\u82e5\u5e72trainer\u8fdb\u7a0b\u548c\u82e5\u5e72paramet":47,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":48,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":49,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":35,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":55,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":35,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":35,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":35,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":62,"\u4e00\u4e2a\u6216\u591a\u4e2a":48,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":25,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":41,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":32,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":32,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":62,"\u4e00\u4e2a\u7b80\u5355\u7684\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3a":47,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":28,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":38,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":44,"\u4e00\u4e2alabel":33,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":36,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":61,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":58,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":48,"\u4e00\u4e2apserver\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u7aef\u53e3\u7528\u6765\u505a\u7a00\u758f\u66f4\u65b0":47,"\u4e00\u4e9b\u60c5\u51b5\u4e0b":47,"\u4e00\u4e9b\u968f\u673a\u5316\u566a\u58f0\u6dfb\u52a0\u90fd\u5e94\u8be5\u5728dataprovider\u4e2d\u5b8c\u6210":47,"\u4e00\u4eba":33,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":35,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":60,"\u4e00\u65e6\u4f60\u521b\u5efa\u4e86\u4e00\u4e2afork":37,"\u4e00\u65e9":33,"\u4e00\u662fbatch":25,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":42,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":48,"\u4e00\u6b21\u6027\u676f\u5b50":33,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":26,"\u4e00\u7bc7\u8bba\u6587":63,"\u4e00\u7ea7\u76ee\u5f55":[62,63],"\u4e00\u81f4":[32,33],"\u4e00\u822c\u5728paddlepaddle\u4e2d":33,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,26],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u5c01\u88c5\u4e86\u8bb8\u591a\u590d\u6742\u64cd\u4f5c\u7684\u96c6\u5408":47,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":25,"\u4e00\u822c\u6765\u8bf4":36,"\u4e00\u822c\u800c\u8a00":63,"\u4e00\u822c\u8868\u793a":33,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":58,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u4e09\u7ea7\u76ee\u5f55":[62,63],"\u4e0a":37,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":61,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":62,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":33,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":50,"\u4e0a\u7f51":33,"\u4e0a\u8fd0\u884c":28,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":25,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":41,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":42,"\u4e0b":55,"\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":41,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":55,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":61,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":56,"\u4e0b\u56fe\u63cf\u8ff0\u4e86\u7528\u6237\u4f7f\u7528\u6846\u56fe":47,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":38,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":35,"\u4e0b\u6587\u4f7f\u7528":50,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":49,"\u4e0b\u6b21":33,"\u4e0b\u7684":50,"\u4e0b\u8868\u5c55\u793a\u4e86batch":56,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":49,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":30,"\u4e0b\u8f7d\u6570\u636e\u96c6":55,"\u4e0b\u8f7dwmt":63,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":41,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":60,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":48,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u6570\u636e\u6e90\u914d\u7f6e":47,"\u4e0b\u9762\u5217\u51fa\u4e86":36,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":38,"\u4e0b\u9762\u5c06\u5206\u522b\u4ecb\u7ecd\u8fd9\u4e24\u90e8\u5206":47,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":50,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":55,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":55,"\u4e0b\u9762\u662fcifar":55,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":38,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":56,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":56,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":38,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":26,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":32,"\u4e0d":33,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":25,"\u4e0d\u4f1a\u5c06\u6e90\u7801\u5bfc\u5165\u5230\u955c\u50cf\u4e2d\u5e76\u7f16\u8bd1\u5b83":28,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":38,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":63,"\u4e0d\u540c":61,"\u4e0d\u540c\u4e3b\u673a":48,"\u4e0d\u540c\u4ea7\u54c1":62,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":44,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":56,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":36,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":25,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":50,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":3,"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":48,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":35,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":35,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":33,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":48,"\u4e0d\u542b\u53ef\u5b66\u4e60\u53c2\u6570":47,"\u4e0d\u5c11":33,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":35,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":63,"\u4e0d\u6307\u5b9a\u65f6":35,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":48,"\u4e0d\u652f\u6301":61,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":3,"\u4e0d\u6ee1\u8db3\u94a9\u5b50":37,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u63d0\u4ea4\u4ee3\u7801\u5230":37,"\u4e0d\u8fc7":33,"\u4e0d\u8fdc":33,"\u4e0d\u9002\u5408\u63d0\u4ea4\u7684\u4e1c\u897f":37,"\u4e0d\u9519":33,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":36,"\u4e0e":[50,54,63],"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":33,"\u4e0e\u5728":61,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":42,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":50,"\u4e0e\u7ffb\u8bd1":63,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":62,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":63,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":25,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":59,"\u4e0ejob":50,"\u4e0etime":59,"\u4e14":33,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":3,"\u4e14\u652f\u6301\u90e8\u7f72\u5230":48,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":33,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":62,"\u4e24":33,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":42,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":39,"\u4e24\u4e2a\u5d4c\u5957\u7684":35,"\u4e24\u4e2a\u64cd\u4f5c":41,"\u4e24\u4e2a\u6587\u4ef6\u5939":55,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":61,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":33,"\u4e24\u4e2a\u90e8\u5206":39,"\u4e24\u79cd\u7c7b\u522b":58,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":58,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":25,"\u4e2a\u5355\u8bcd":63,"\u4e2a\u6027\u5316\u63a8\u8350":57,"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":60,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":44,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":44,"\u4e2d":[25,38,47,50,55,58,60,61,62],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6":37,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":54,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":63,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":63,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":33,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":58,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":63,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":37,"\u4e2d\u5b89\u88c5":42,"\u4e2d\u5b8c\u6210":62,"\u4e2d\u5b9a\u4e49":36,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":35,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":62,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":56,"\u4e2d\u6307\u5b9a":44,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":46,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":56,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":56,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":27,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":39,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":33,"\u4e2d\u65b0\u7684\u63d0\u4ea4\u5bfc\u81f4\u4f60\u7684":37,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":59,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":50,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":44,"\u4e2d\u7684":56,"\u4e2d\u7684\u4e00\u884c":3,"\u4e2d\u7684\u5185\u5bb9":61,"\u4e2d\u7684\u63a5\u53e3":60,"\u4e2d\u7684\u6570\u636e":56,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":60,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":56,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":62,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":60,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":63,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":48,"\u4e2d\u7684\u7b2ci\u884c":63,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":59,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u4e2d\u7f16\u8bd1paddlepaddl":28,"\u4e2d\u83b7\u53d6":50,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":42,"\u4e2d\u8bbe\u7f6e":42,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":42,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":38,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":25,"\u4e3a":[3,36],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":62,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":38,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":62,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":48,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":38,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":35,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":42,"\u4e3a\u4e86\u66f4\u7075\u6d3b\u7684\u914d\u7f6e":47,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":42,"\u4e3a\u4e86\u7528\u6237\u80fd\u591f\u7075\u6d3b\u7684\u5904\u7406\u6570\u636e":47,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":41,"\u4e3a\u4e86\u8fd8\u539f":26,"\u4e3a\u4e86\u907f\u514d\u7528\u6237\u76f4\u63a5\u5199\u590d\u6742\u7684protobuf":47,"\u4e3a\u4f8b":58,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":42,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":58,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":25,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":41,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":54,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":42,"\u4e3a\u6b64":[37,49],"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":38,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":42,"\u4e3ajson\u6216yaml\u683c\u5f0f":60,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":38,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u539f\u56e0":33,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":25,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":55,"\u4e3b\u8981\u7531layer\u7ec4\u6210":47,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":25,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":58,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":25,"\u4e3e\u4f8b":25,"\u4e3e\u4f8b\u8bf4\u660e":33,"\u4e4b\u524d":37,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":58,"\u4e4b\u540e":[26,38],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":42,"\u4e4b\u540e\u4f7f\u7528":38,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":38,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":38,"\u4e4b\u540e\u5b9a\u4e49\u7684":55,"\u4e4b\u95f4\u7684\u8ddd\u79bb":26,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":35,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u4e58\u9664\u7b49\u65f6\u5019":25,"\u4e5d\u4e2a":61,"\u4e5f":33,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":35,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":48,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":35,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":41,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":50,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":48,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":58,"\u4e5f\u5c31\u662f\u8bf4":[44,46,54],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":60,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":50,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":41,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":48,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":35,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":25,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":58,"\u4e5f\u79f0\u4f5c":47,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":55,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e7e":33,"\u4e86":33,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":41,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":36,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":36,"\u4e8c\u7ea7\u76ee\u5f55":[62,63],"\u4e8c\u7ef4\u77e9\u9635":56,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":33,"\u4e8c\u8fdb\u5236":54,"\u4e92\u76f8\u901a\u4fe1":48,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":62,"\u4e94\u661f\u7ea7":33,"\u4e9a\u9a6c\u900a":62,"\u4ea4\u901a":33,"\u4ea4\u901a\u4fbf\u5229":33,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":28,"\u4ec0\u4e48":60,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":62,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":60,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":60,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":38,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":38,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":50,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":48,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":58,"\u4ece":[41,61],"\u4ece0\u5230num":44,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":35,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":41,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":62,"\u4ece\u5927\u5230\u5c0f":63,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":61,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":33,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":58,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":63,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":62,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":63,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":38,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":26,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":58,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":63,"\u4ece\u8bed\u4e49\u4e0a\u770b":35,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":33,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":54,"\u4ecestart":44,"\u4ecetest":63,"\u4ed3\u5e93":37,"\u4ed4\u7ec6\u89c2\u5bdf":56,"\u4ed6\u4eec\u5206\u522b\u662f":33,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":33,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":56,"\u4ee3\u66ff":50,"\u4ee3\u7801":60,"\u4ee3\u7801\u4e2d9":33,"\u4ee3\u7801\u5982\u4e0b":36,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":50,"\u4ee3\u8868\u7f16\u53f7":60,"\u4ee5\u4e0a\u4ee3\u7801\u4f1a\u542f\u52a8\u4e00\u4e2a\u5e26\u6709paddlepaddle\u5f00\u53d1\u73af\u5883\u7684docker\u5bb9\u5668":28,"\u4ee5\u4e0a\u6307\u4ee4\u4f1a\u5728":28,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":28,"\u4ee5\u4e0a\u7684":28,"\u4ee5\u4e0b":60,"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":36,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":36,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":59,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":28,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":37,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":58,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":42,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":54,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":42,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u7eafcpu\u7684\u955c\u50cf":28,"\u4ee5\u4fbf\u5ba1\u9605\u8005\u53ef\u4ee5\u770b\u5230\u65b0\u7684\u8bf7\u6c42\u548c\u65e7\u7684\u8bf7\u6c42\u4e4b\u95f4\u7684\u533a\u522b":37,"\u4ee5\u4fbf\u7528\u6237":42,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":38,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":38,"\u4ee5\u5206\u7c7b\u6765\u81ea":62,"\u4ee5\u53ca":38,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":32,"\u4ee5\u53ca\u544a\u8bc9docker":28,"\u4ee5\u53ca\u5728wmt":63,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":55,"\u4ee5\u53ca\u6570\u636e\u8bfb\u53d6\u51fd\u6570":47,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":35,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":38,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":60,"\u4ee5\u53carelu":38,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":42,"\u4ee5\u9017\u53f7":54,"\u4ee5\u9017\u53f7\u95f4\u9694":44,"\u4ef7\u683c":33,"\u4efb\u52a1":60,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":42,"\u4efb\u52a1\u7b80\u4ecb":31,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u4f18\u5316":62,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":38,"\u4f18\u5316\u7b97\u6cd5":47,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":50,"\u4f1a\u5171\u4eab\u53c2\u6570":25,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":44,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":33,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":50,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":25,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":35,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":35,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":25,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":35,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":35,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":38,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":63,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":50,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":35,"\u4f20\u5165":3,"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":25,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":44,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":38,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":44,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":33,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":33,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":26,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":35,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":27,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":33,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u662f":[25,33,37],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":28,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":42,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":43,"\u4f46\u662f\u5982\u679c\u5b58\u5728\u4ee3\u7801\u51b2\u7a81":37,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":33,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":27,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":46,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":25,"\u4f46\u662f\u8fd9\u4e2a\u503c\u4e0d\u53ef\u4ee5\u8c03\u7684\u8fc7\u5927":47,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":63,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":62,"\u4f46\u662fbatch":25,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":3,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":3,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":33,"\u4f4f":33,"\u4f53\u88c1\u5b57\u5178":60,"\u4f53\u88c1\u5b57\u6bb5":60,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":60,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":33,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":36,"\u4f5c\u4e3a\u53c2\u6570\u7684id":25,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":35,"\u4f5c\u4e3a\u6d88\u606f\u957f\u5ea6":47,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":59,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":26,"\u4f5c\u4e3a\u8f93\u51fa":36,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":42,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":33,"\u4f5c\u5bb6":59,"\u4f5c\u7528":32,"\u4f60":37,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":56,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":58,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":54,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":56,"\u4f60\u53ea\u9700\u5b8c\u6210":42,"\u4f60\u53ea\u9700\u81ea\u5df1\u521b\u5efa\u5b83":37,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":58,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":63,"\u4f60\u53ef\u4ee5\u4f7f\u7528":56,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":62,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4f60\u6700\u559c\u6b22\u7684":37,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":42,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":42,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":60,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":60,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":46,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":56,"\u4f60\u53ef\u4ee5\u70b9\u51fb":37,"\u4f60\u53ef\u4ee5\u7528":37,"\u4f60\u53ef\u4ee5\u901a\u8fc7":37,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":56,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":60,"\u4f60\u53ef\u80fd\u8981\u5904\u7406\u51b2\u7a81":37,"\u4f60\u53ef\u80fd\u9700\u8981\u6839\u636egit\u63d0\u793a\u89e3\u51b3\u51b2\u7a81":37,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":54,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":63,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":56,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":56,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":63,"\u4f60\u5c06\u5728\u76ee\u5f55":62,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":60,"\u4f60\u5e94\u8be5\u4ece\u6700\u65b0\u7684":37,"\u4f60\u7684\u4ed3\u5e93":37,"\u4f60\u7684\u4ee3\u7801\u5fc5\u987b\u5b8c\u5168\u9075\u5b88":37,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":42,"\u4f60\u7684\u672c\u5730\u4e3b\u5206\u652f\u4e0e\u4e0a\u6e38\u4fee\u6539\u7684\u4e00\u81f4\u5e76\u662f\u6700\u65b0\u7684":37,"\u4f60\u7684\u8bf7\u6c42":37,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":42,"\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":38,"\u4f60\u9700\u8981\u5728\u672c\u5730\u4ed3\u5e93\u6267\u884c\u5982\u4e0b\u547d\u4ee4":37,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":46,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":38,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":60,"\u4f60\u9700\u8981\u624b\u52a8\u8fdb\u884c\u66f4\u65b0":37,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":38,"\u4f60\u9700\u8981\u9996\u5148\u6dfb\u52a0\u8fdc\u7a0b":37,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":58,"\u4f7f\u5f97":26,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":63,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":25,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":38,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":26,"\u4f7f\u7528":[25,33,35,36,38,41,44,47,58,61,62],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":46,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":46,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":56,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":46,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":46,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":38,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":25,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":49,"\u4f7f\u7528\u4e86":47,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":25,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":61,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":30,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":54,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":62,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":25,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":55,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":54,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":36,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":50,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":49,"\u4f7f\u7528\u624b\u5de5\u6307\u5b9a\u7aef\u53e3\u6570\u91cf":47,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u6848\u4f8b":45,"\u4f7f\u7528\u7684":25,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":44,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":56,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":44,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":44,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":63,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":61,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":55,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":33,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":38,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":54,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":44,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":46,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":46,"\u4f7f\u7528cpu\u8bad\u7ec3":62,"\u4f7f\u7528init":46,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":33,"\u4f7f\u7528max":55,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":33,"\u4f7f\u7528model":46,"\u4f7f\u7528paddlepaddl":58,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":55,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":44,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":55,"\u4f86":33,"\u4f8b\u5982":[3,25,27,33,36,38,41,42,43,44,46,47,50,56,58,60,62],"\u4f8b\u5982\u4e0a\u6587\u7684pod":48,"\u4f8b\u5982\u4e0a\u9762\u7684":26,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":42,"\u4f8b\u5982\u4f7f\u7528":25,"\u4f8b\u5982\u586b\u5145":36,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":33,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":33,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":33,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":25,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":55,"\u4f8b\u5982hostpath":48,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":50,"\u4f8b\u5982sigmoid":38,"\u4f8b\u5982sigmoid\u53d8\u6362":58,"\u4f8b\u5b50\u4e2d\u662f":38,"\u4f8b\u5b50\u4e2d\u662f0":38,"\u4f8b\u5b50\u4e2d\u662f100":38,"\u4f8b\u5b50\u4e2d\u662f4096":38,"\u4f8b\u5b50\u4e2d\u662f8192":38,"\u4f8b\u5b50\u4e2d\u662ffc":38,"\u4f8b\u5b50\u4e2d\u662fsoftmax":38,"\u4f8b\u5b50\u4f7f\u7528":48,"\u4f9bpaddlepaddle\u52a0\u8f7d":44,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":62,"\u4f9d\u8d56\u4e8epython\u7684":55,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":48,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":48,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":28,"\u4fbf\u5229":33,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":33,"\u4fbf\u5b9c":33,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":44,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":63,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":44,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":44,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":56,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":42,"\u4fee\u6539":[48,49],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":49,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":41,"\u4fee\u6539\u6587\u6863":40,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":33,"\u503c\u5f97\u6df1\u5165\u5206\u6790":41,"\u503c\u7c7b\u578b":46,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":25,"\u5047\u8bbe":38,"\u5047\u8bbe\u53d8\u91cf":26,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":38,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":54,"\u504f\u7f6e\u53c2\u6570":56,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":38,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":44,"\u505c\u7535":33,"\u513f\u7ae5\u7247":59,"\u5143\u7d20":32,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":32,"\u5148\u4f7f\u7528\u547d\u4ee4":47,"\u5148\u8c03\u7528initializer\u51fd\u6570":58,"\u5168\u5bb6":33,"\u5168\u8fde\u63a5\u5c42":[26,47,54,55,60],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":38,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":60,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":56,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":38,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":38,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":38,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":38,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":61,"\u516c\u5f0f":28,"\u516c\u94a5\u5199\u5165":42,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":61,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":61,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":50,"\u5171\u670932":54,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":55,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":33,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u5173\u4e8eunbound":35,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":55,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":55,"\u5176\u4e2d":[3,25,26,36,38,47,54,55,56],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":56,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":55,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":55,"\u5176\u4e2d\u5305\u542b6":59,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":55,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":62,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":61,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":63,"\u5176\u4e2d\u6570\u636e\u6e90\u914d\u7f6e\u4e0edataprovider\u7684\u5173\u7cfb\u662f":47,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":58,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":32,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":63,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":63,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":63,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":56,"\u5176\u4e2dbeam":63,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":44,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":44,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4ed6":59,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":63,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":25,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":25,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":58,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":46,"\u5176\u4ed6\u7528\u6237\u5206\u652f\u662f\u7279\u5f81\u5206\u652f":37,"\u5176\u4ed6\u884c\u53ef\u4ee5\u6dfb\u52a0\u4e00\u4e9b\u7ec6\u8282":37,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":36,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":38,"\u5176\u4f59\u884c\u662f":54,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":60,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":48,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":58,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":58,"\u5176\u5b83layer\u7684\u8f93\u51fa":35,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":25,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":48,"\u5176\u6b21":[3,33,58],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":61,"\u5176\u8bf4\u660e\u5982\u4e0b":33,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":63,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":36,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":25,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,38],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":35,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":41,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":25,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":58,"\u5177\u4f53\u7684\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":47,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u5177\u4f53\u8ba1\u7b97\u662f\u901a\u8fc7\u5185\u90e8\u7684":47,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":56,"\u5177\u4f53\u8bf7\u53c2\u8003":3,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":33,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":62,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":36,"\u5185\u5b58":41,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":44,"\u5185\u5bb9":58,"\u5185\u5bb9\u5982\u4e0b":49,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":33,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":50,"\u5185\u90e8":50,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":60,"\u518d\u4f20\u5165\u7ed9train":47,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":33,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":33,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":33,"\u518d\u6307\u5b9a":27,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":38,"\u518d\u901a\u8fc7\u51fd\u6570":50,"\u5192\u9669\u7247":59,"\u5197\u4f59\u7b49\u529f\u80fd":48,"\u5199\u4e0b\u4f60\u7684\u6ce8\u91ca":37,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":63,"\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":38,"\u519c\u6c11":59,"\u51c6\u5907":33,"\u51c6\u5907\u597d\u6570\u636e":60,"\u51c6\u5907\u6570\u636e":31,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":36,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":25,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":25,"\u51cf\u5c0fbatch":25,"\u51fa\u53bb\u73a9":33,"\u51fa\u5dee":33,"\u51fa\u6765":33,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":25,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":25,"\u51fd\u6570":[3,26,36,38,41,61,62],"\u51fd\u6570\u4e2d":36,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":42,"\u51fd\u6570\u5047\u8bbe":36,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":41,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":35,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":36,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":38,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":38,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":35,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":38,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":41,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":38,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":38,"\u5206\u4e3a\u597d\u8bc4":58,"\u5206\u522b\u4e3a":54,"\u5206\u522b\u4e3atrain":63,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":35,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":33,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":63,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":35,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":26,"\u5206\u522b\u662f":32,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":36,"\u5206\u522b\u662fsentences\u548clabel":33,"\u5206\u522b\u662fwords\u548clabel":33,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":38,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":33,"\u5206\u5272":[59,61],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":60,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":37,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":41,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":62,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":56,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":54,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":54,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":54,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":44,"\u5206\u9694":[54,60],"\u5206\u9694\u7b26\u4e3a":59,"\u5217\u8868":60,"\u5217\u8868\u5982\u4e0b":3,"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":38,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f1a\u9ed8\u8ba4\u751f\u6210\u4e00\u4e2alist\u6587\u4ef6":47,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":61,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":44,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":44,"\u5219\u5148\u505a\u5d4c\u5165":60,"\u5219\u53ef\u4ee5\u50cf":42,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":58,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":44,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":41,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":44,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":25,"\u5219\u9700\u8981\u914d\u7f6e":48,"\u521b\u5efa":37,"\u521b\u5efa\u4e00\u4e2akubernet":50,"\u521b\u5efa\u5e76\u6d4b\u8bd5\u4f60\u7684\u4ee3\u7801":37,"\u521b\u5efa\u6210\u529f\u540e":50,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":63,"\u521b\u5efa\u8fdc\u7a0b\u5206\u652f":37,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":38,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":38,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":44,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":54,"\u521d\u59cb\u5316\u7236\u7c7b":38,"\u521d\u59cb\u5316biases_":38,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":35,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":58,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":25,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":60,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":62,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":35,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":58,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":48,"\u5229\u843d":33,"\u5230":[25,36],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":42,"\u5230\u672c\u5730":37,"\u5230\u76ee\u524d\u4e3a\u6b62":61,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":50,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":50,"\u5237\u7259":33,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":50,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":63,"\u524d\u53f0":33,"\u524d\u5411\u4f20\u64ad":38,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":38,"\u524d\u5411\u548c\u540e\u5411":38,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":38,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":58,"\u52a0\u5165":41,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":36,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":36,"\u52a0\u8f7d\u6570\u636e":61,"\u52a0\u8f7d\u6a21\u578b":61,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":63,"\u52a0\u8f7dtest":44,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"\u52a8\u4f5c\u7247":59,"\u52a8\u753b\u7247":59,"\u52a8\u8bcd":61,"\u52a9\u624b":38,"\u5305\u542b12":62,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":54,"\u5305\u542b3\u4e2a\u5c5e\u6027":54,"\u5305\u542b50":62,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":25,"\u5305\u62ec":[44,58,61,63],"\u5305\u62ec\u4e86\u56fe\u50cf\u7684\u5377\u79ef":47,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":59,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":25,"\u5305\u62ec\u5b66\u4e60\u7387":47,"\u5305\u62ec\u6570\u636e\u8f93\u5165":26,"\u5305\u62ec\u751f\u6210cpu":27,"\u5305\u62ec\u7b80\u5355\u7684":58,"\u5305\u62ecbool":46,"\u5305\u62ecdocker\u955c\u50cf":29,"\u5305\u62eclinux":28,"\u5305\u662f\u6700\u65b0\u7684":25,"\u5305\u6bd4\u8f83\u8001":25,"\u5305\u7684\u65b9\u6cd5\u662f":25,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":33,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":33,"\u533b\u751f":59,"\u533b\u7597\u4fdd\u5065":59,"\u5341\u4e00":33,"\u5347\u5e8f\u6392\u5217":63,"\u534e\u6da6\u4e07\u5bb6":33,"\u5355\u4f4d\u662fmb":44,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":25,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":43,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":33,"\u5355\u53cc\u5c42rnn":34,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":26,"\u5355\u5c42":35,"\u5355\u5c42\u4e0d\u7b49\u957frnn":33,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":33,"\u5355\u5c42\u5e8f\u5217":32,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":32,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":32,"\u5355\u5c42\u6216\u53cc\u5c42":32,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u5355\u5c42rnn":[33,35],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":33,"\u5355\u673a\u6a21\u5f0f\u7528\u547d\u4ee4":47,"\u5355\u673a\u8bad\u7ec3\u901a\u5e38\u53ea\u5305\u62ec\u4e00\u4e2atrainer\u8fdb\u7a0b":47,"\u5355\u673acpu\u8bad\u7ec3":25,"\u5355\u673agpu\u8bad\u7ec3":25,"\u5355\u6b65\u51fd\u6570":36,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":36,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":36,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":36,"\u5355\u8fdb\u5355\u51fa":35,"\u536b\u751f":33,"\u5373":[25,26,39,50,58,62],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":33,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":33,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":33,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":33,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":33,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":33,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":33,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":44,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4fbf\u8bbe\u7f6e":25,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":35,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":36,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":62,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":35,"\u5373\u53ef":26,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":25,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":33,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":25,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":3,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":58,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":33,"\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":33,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":26,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":35,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":32,"\u5373\u6574\u6570\u6570\u7ec4":33,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":33,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":33,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":62,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":62,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":33,"\u5373\u7f51\u5361\u540d":50,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":25,"\u5373\u8bbe\u7f6e":25,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":25,"\u5373input":35,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":33,"\u5377\u79ef\u5c42":55,"\u5377\u79ef\u5c42\u6743\u91cd":56,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":55,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":55,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":58,"\u5378\u8f7dpaddlepaddle\u5305":25,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":33,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":25,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":30,"\u53bb\u8fc7":33,"\u53c2\u6570":[3,7,8,9,10,11,12,15,16,17,19,20,22,38,43,50,54,56,62],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":25,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":61,"\u53c2\u6570\u5373\u53ef":62,"\u53c2\u6570\u540d":56,"\u53c2\u6570\u6570\u91cf":58,"\u53c2\u6570\u670d\u52a1\u5668":43,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":44,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":44,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":25,"\u53c2\u6570\u6982\u8ff0":45,"\u53c2\u6570\u7684\u89e3\u6790":50,"\u53c2\u6570\u7ef4\u5ea6":54,"\u53c2\u6570\u884c":54,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":33,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":36,"\u53c2\u8003":48,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":41,"\u53c2\u8003\u6587\u732e":63,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":33,"\u53c2\u8003\u955c\u50cf\u7684":50,"\u53c8":33,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":32,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":25,"\u53ca":38,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":36,"\u53cc\u5c42":35,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":33,"\u53cc\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":33,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":32,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":35,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":32,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":32,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":33,"\u53cc\u5c42rnn":35,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":33,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":33,"\u53cc\u7f13\u51b2":47,"\u53cc\u8fdb\u5355\u51fa":35,"\u53cc\u8fdb\u53cc\u51fa":35,"\u53cd\u4e4b\u5219":61,"\u53cd\u5411\u4f20\u64ad":38,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":25,"\u53d1\u884c\u548c\u7ef4\u62a4":37,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":44,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":27,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":27,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":27,"\u53d8\u6362\u77e9\u9635":38,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":33,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":59,"\u53e5\u5b50":62,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":61,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":58,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":62,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":28,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":41,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":25,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":28,"\u53e6\u4e00\u65b9\u9762":62,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":46,"\u53e6\u5916":[33,47],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":56,"\u53e6\u5916\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u5982\u679c\u592a\u5927\u7684\u8bdd":47,"\u53ea\u4f5c\u4e3aread":35,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":44,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":59,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":27,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":56,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":33,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":58,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u6309\u88c5cuda\u9a71\u52a8":28,"\u53ea\u6709":33,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":54,"\u53ea\u6709\u542b\u6709\u4eba":59,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":44,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":35,"\u53ea\u7528\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":28,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":46,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":33,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":25,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":28,"\u53ea\u8bfbmemory\u8f93\u5165":35,"\u53ea\u9488\u5bf9\u5185\u5b58":25,"\u53ea\u9700\u4e2d\u65ad":42,"\u53ea\u9700\u4f7f\u7528":42,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":62,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":63,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":42,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":36,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":60,"\u53ea\u9700\u8981\u8fd0\u884c":60,"\u53ef\u4ee5":[33,42],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":28,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":25,"\u53ef\u4ee5\u4f7f\u7528":[25,47],"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":30,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":25,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":44,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":25,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":49,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":55,"\u53ef\u4ee5\u53c2\u8003":[33,36,47,48,50,63],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":54,"\u53ef\u4ee5\u542f\u52a8":47,"\u53ef\u4ee5\u542f\u52a8\u4e00\u4e2atrainer\u8fdb\u7a0b":47,"\u53ef\u4ee5\u542f\u52a8\u5206\u5e03\u5f0f\u4f5c\u4e1a":47,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":41,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":50,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":61,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":61,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":48,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":48,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":35,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":41,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":33,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":62,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[32,35],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":35,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":38,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":35,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":35,"\u53ef\u4ee5\u6709\u53ef\u5b66\u4e60\u7684\u53c2\u6570":47,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":44,"\u53ef\u4ee5\u67e5\u770b":50,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":49,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":46,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":55,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":48,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":41,"\u53ef\u4ee5\u7528\u811a\u672c":28,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":32,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":41,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":25,"\u53ef\u4ee5\u8bbe\u7f6e":55,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":60,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":55,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":46,"\u53ef\u4ee5\u901a\u8fc7":48,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":36,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":58,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":46,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":58,"\u53ef\u80fd\u4f1a\u53d1\u751f\u4e00\u4e9b\u51b2\u7a81":37,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":50,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":25,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":25,"\u53ef\u80fd\u7684\u53c2\u6570\u662f":47,"\u53ef\u80fd\u7684\u547d\u4ee4\u662f":37,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":41,"\u53ef\u9009":[3,38],"\u53f3\u8fb9\u662f":56,"\u5403":33,"\u5403\u996d":33,"\u5404\u65b9\u9762":33,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":55,"\u5408":33,"\u5408\u5e76":63,"\u5408\u5e76\u6bcf\u4e2a":63,"\u5408\u7406":33,"\u540c\u65f6":[25,41],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":27,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":25,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":35,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":58,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":56,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":58,"\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":41,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":25,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":25,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":29,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":46,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":25,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":44,"\u540c\u6837\u529f\u80fd\u7684":47,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":35,"\u540c\u6b65\u4ee3\u7801":37,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":44,"\u540d\u79f0":58,"\u540e":[25,27,50,62],"\u540e\u5411\u4f20\u64ad":38,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":62,"\u5411\u91cfenable_parallel_vector":43,"\u5426":27,"\u5426\u5219":[2,42,60],"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":63,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":44,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":44,"\u5426\u5219\u4f7f\u7528gpu":46,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":36,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":42,"\u5426\u5b9a":61,"\u542b\u4e49":[56,62],"\u542b\u53ef\u5b66\u4e60\u53c2\u6570":47,"\u542b\u6709":59,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":38,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u542f\u52a8\u4e00\u4e2apserver\u8fdb\u7a0b":47,"\u542f\u52a8\u4e4b\u540e":47,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":50,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":44,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":44,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":44,"\u5440":33,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":60,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":60,"\u5468\u56f4":33,"\u547d\u4ee4":42,"\u547d\u4ee4\u4e3a":49,"\u547d\u4ee4\u5176\u5b9e\u4f1a\u542f\u52a8\u4e00\u4e2a\u57282202\u7aef\u53e3\u76d1\u542c\u7684sshd\u670d\u52a1\u5668":28,"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":49,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":27,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":58,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":58,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":27,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":42,"\u547d\u540d\u7a7a\u95f4":48,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":48,"\u548c":[25,26,27,28,33,36,37,38,39,41,42,46,47,48,54,55,58,60,63],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":33,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u548c\u4e2d\u6587\u6587\u6863":39,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":25,"\u548c\u504f\u7f6e\u5411\u91cf":38,"\u548c\u533a\u57df\u6807\u8bb0":61,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":32,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":48,"\u548c\u5dee\u8bc4":58,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":32,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":36,"\u548c\u68af\u5ea6\u622a\u65ad":58,"\u548c\u6a21\u578b\u8def\u5f84":62,"\u548c\u6c60\u5316":47,"\u548c\u771f\u5b9e":26,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":33,"\u548c\u7b2c6\u884c\u7684":63,"\u548c\u90e8\u5206layer":35,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":63,"\u548cargument":61,"\u548cavgpool":32,"\u548ccudnn":30,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":56,"\u54c1\u8d28":33,"\u54ea\u4e9b\u4e0d\u662f":33,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":36,"\u5546\u52a1":33,"\u554a":33,"\u559c\u5267\u7247":59,"\u5668":58,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":3,"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":26,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":38,"\u56e0\u4e3a\u5176\u4e3a\u8d1f\u8d23\u63d0\u4f9bgradient":47,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":61,"\u56e0\u4e3a\u53c2\u6570":46,"\u56e0\u4e3a\u589e\u52a0\u8fd9\u4e2a\u503c":47,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":36,"\u56e0\u4e3a\u5b83\u6bd4":36,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":50,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":48,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":55,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":28,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":25,"\u56e0\u6b64":[2,3,33,35,38,47],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":33,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":54,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":59,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":55,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":33,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":38,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":43,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":56,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":25,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":62,"\u56fe":[56,62],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":62,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":62,"\u56fe\u4e2d\u6bcf\u4e2a\u7070\u8272\u65b9\u5757\u662f\u4e00\u53f0\u673a\u5668":47,"\u56fe\u50cf\u5206\u7c7b":57,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":56,"\u56fe\u50cf\u63cf\u8ff0":63,"\u56fe\u7247\u5206\u4e3a10\u7c7b":55,"\u56fe\u7684\u5e95\u90e8\u662fword":62,"\u56fe\u8868":[28,62],"\u5728":[3,30,32,33,36,37,42,47,56,58,59,61],"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":49,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":38,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":61,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":44,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":33,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":49,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":58,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":55,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":48,"\u5728\u4e0d\u540c\u7684\u5e94\u7528\u91cc":47,"\u5728\u4e4b\u540e\u7684":25,"\u5728\u4ee3\u7801\u5ba1\u67e5":37,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":63,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":62,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":38,"\u5728\u51fd\u6570":50,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":44,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":44,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":33,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":44,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":44,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":33,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":25,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":33,"\u5728\u5404\u4e2a\u673a\u5668\u4e0a\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":47,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":48,"\u5728\u542f\u52a8job\u4e4b\u524d":50,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":44,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":50,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":50,"\u5728\u5c42\u4e2d\u6307\u5b9a":46,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":35,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":55,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":38,"\u5728\u5f97\u5230":50,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":36,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":62,"\u5728\u62c9":37,"\u5728\u63d0\u4ea4\u524d\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":37,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":58,"\u5728\u6587\u4ef6":60,"\u5728\u6587\u4ef6\u7684\u5f00\u59cb":47,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":62,"\u5728\u672c\u4f8b\u4e2d":[33,46],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[36,55],"\u5728\u672c\u6587\u4e2d":42,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":42,"\u5728\u672c\u6f14\u793a\u4e2d":62,"\u5728\u672c\u793a\u4f8b\u4e2d":[33,62],"\u5728\u672c\u8282\u4e2d":36,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":44,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":42,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":58,"\u5728\u6b64":[0,43,46],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":58,"\u5728\u6b64\u611f\u8c22":54,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":36,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":33,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":36,"\u5728\u6bcf\u4e2a\u673a\u5668\u4e2d":47,"\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":50,"\u5728\u6bcf\u8bad\u7ec3":60,"\u5728\u6d4b\u8bd5\u9636\u6bb5":44,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":56,"\u5728\u6f14\u793a\u4e2d":61,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":48,"\u5728\u751f\u6210\u65f6":36,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":63,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":63,"\u5728\u7528\u6237\u6587\u4ef6user":60,"\u5728\u7535\u5f71\u6587\u4ef6movi":60,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":63,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":63,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":55,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":38,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":63,"\u5728\u811a\u672c":60,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":32,"\u5728\u8bad\u7ec3\u4e2d":36,"\u5728\u8bad\u7ec3\u4e4b\u524d":50,"\u5728\u8bad\u7ec3\u4e86":60,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":60,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":55,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u5728\u8bad\u7ec3\u65f6":49,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[50,63],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":44,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8be5\u914d\u7f6e\u76847":33,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":63,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":58,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":41,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":35,"\u5728\u8fd0\u884c":62,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":63,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[26,62],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[38,49],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":33,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":41,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":36,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":61,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":60,"\u5728\u8fd9\u4e9blayer\u4e2d":33,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":62,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[36,38],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":35,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":49,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":50,"\u5728\u8fd9\u91cc":35,"\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":38,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":56,"\u5728\u91c7\u7528sgd":25,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":46,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":62,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":62,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":48,"\u5728cub":55,"\u5728docker\u5f00\u53d1\u73af\u5883\u4e2d\u7f16\u8bd1\u4e0e\u5b89\u88c5paddlpaddle\u4ee3\u7801":28,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":48,"\u5728linux\u4e0b":63,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":60,"\u5728movielen":60,"\u5728paddl":50,"\u5728paddle\u4e2d":46,"\u5728paddlepaddle\u4e2d":35,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":33,"\u5728paddlepaddle\u91cc":26,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":35,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":35,"\u5728trainer":46,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":33,"\u5730\u7406\u4f4d\u7f6e":33,"\u5730\u94c1\u7ad9":33,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":56,"\u5747\u5300\u5206\u5e03":25,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":44,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":33,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":33,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":35,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":60,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,58],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":40,"\u57fa\u672c\u76f8\u540c":54,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":49,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":46,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":38,"\u58f0\u660epython\u6570\u636e\u6e90":60,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":41,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":58,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":35,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":55,"\u5904\u7406batch":47,"\u5907\u6ce8":41,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":41,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":33,"\u5916\u5c42outer_step\u4e2d":33,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":58,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":35,"\u591a\u673a\u8bad\u7ec3":25,"\u591a\u673a\u8bad\u7ec3\u7684\u7ecf\u5178\u62d3\u6251\u7ed3\u6784\u5982\u4e0b":47,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":35,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":62,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":38,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":38,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":61,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":38,"\u5927\u5b66\u751f":59,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":28,"\u5927\u5c0f":42,"\u5929":33,"\u5929\u4e00\u5e7f\u573a":33,"\u5929\u4e00\u9601":33,"\u5929\u732b":62,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":38,"\u5934\u6587\u4ef6\u5982\u4e0b":38,"\u5947\u5e7b\u7247":59,"\u597d":33,"\u597d\u5403":33,"\u597d\u8bc4":58,"\u5982":[3,36,42,46,47],"\u59822":42,"\u5982\u4e0b":[3,60,62],"\u5982\u4e0b\u56fe\u6240\u793a":[33,41,55],"\u5982\u4e0b\u6240\u793a":[46,56,60],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":58,"\u5982\u4f55":60,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":40,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":40,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":58,"\u5982\u4fe1\u606f\u63d0\u53d6":61,"\u5982\u56fe2\u6240\u793a":62,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":62,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":63,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":38,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":56,"\u5982\u679c\u4e0d\u4e3a0":44,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":58,"\u5982\u679c\u4e0d\u6536\u655b":25,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":60,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":44,"\u5982\u679c\u4e3afals":44,"\u5982\u679c\u4e3atrue":[3,44],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":27,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":44,"\u5982\u679c\u4f20\u5165\u4e00\u4e2alist\u7684\u8bdd":47,"\u5982\u679c\u4f20\u5165\u5b57\u7b26\u4e32\u7684\u8bdd":47,"\u5982\u679c\u4f60\u4e00\u76f4\u5728\u505a\u4e00\u4e9b\u6539\u53d8":37,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":62,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":36,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":62,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":46,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":44,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":63,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":62,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":36,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":55,"\u5982\u679c\u4f60\u7684\u4ed3\u5e93\u4e0d\u5305\u542b":37,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":38,"\u5982\u679c\u4f7f\u7528":[42,54],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":30,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":48,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":25,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":25,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":54,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":44,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":44,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":44,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":25,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":61,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":25,"\u5982\u679c\u5df2\u5b89\u88c5":61,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":50,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":27,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":28,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":60,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":41,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":41,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":41,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":33,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":41,"\u5982\u679c\u6211\u4eec\u60f3\u8fd9\u6837\u505a":28,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":41,"\u5982\u679c\u6267\u884c\u5931\u8d25":48,"\u5982\u679c\u6267\u884c\u6210\u529f":56,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u636e\u89c4\u6a21\u6bd4\u8f83\u5927":47,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":62,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":48,"\u5982\u679c\u662f\u5e8f\u5217":60,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":35,"\u5982\u679c\u6709\u5fc5\u8981\u7684\u8bdd":37,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u672a\u8bbe\u7f6e":44,"\u5982\u679c\u672a\u8bbe\u7f6egpu":46,"\u5982\u679c\u672c\u5730\u6ca1\u6709\u63d0\u4ea4":37,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":41,"\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":44,"\u5982\u679c\u6ca1\u6709\u51b2\u7a81":37,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":35,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":63,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":44,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":54,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":25,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":41,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":42,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":25,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":38,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":36,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":62,"\u5982\u679c\u8981\u542f\u7528gpu":42,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":25,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":60,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":25,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":44,"\u5982\u679c\u8f93\u51fa\u662fno":28,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[56,62],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":42,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":38,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":38,"\u5982\u679clearning_rate\u592a\u5927":25,"\u5982\u679clearning_rate\u592a\u5c0f":25,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":25,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":25,"\u5982\u9ad8\u4eae\u90e8\u5206":41,"\u5b50":33,"\u5b50\u53e5":35,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":35,"\u5b57\u5178":63,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":63,"\u5b57\u5178\u5171\u5305\u542b":54,"\u5b57\u5178\u6587\u4ef6":[61,62],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":54,"\u5b57\u5178imdb":62,"\u5b57\u6bb5\u4e2d":50,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":50,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":50,"\u5b58\u50a8\u5377":48,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":62,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":63,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":60,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":62,"\u5b66\u4e60\u7b97\u6cd5":26,"\u5b66\u672f":59,"\u5b81\u6ce2":33,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":62,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":26,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":36,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":42,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":36,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":56,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":38,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":38,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":30,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":63,"\u5b83\u53eb\u505a":36,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":62,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":42,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":37,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":41,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":63,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":38,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":63,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":42,"\u5b83\u5b9a\u4e49\u4e86":36,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":26,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":36,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":42,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":63,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":56,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":63,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":38,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":33,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":33,"\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":42,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":63,"\u5b83\u7684":36,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":62,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":32,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":62,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":38,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":62,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":62,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":26,"\u5b83\u8fd4\u56degen":63,"\u5b83\u8fd4\u56detrain":63,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":62,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":38,"\u5b89\u6392":33,"\u5b89\u88c5":37,"\u5b89\u88c5\u4e0e\u6d4b\u8bd5paddlepaddl":28,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":31,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":30,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":39,"\u5b89\u88c5\u5b8c\u6210\u540e":30,"\u5b89\u88c5\u6d41\u7a0b":[31,58],"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":58,"\u5b89\u88c5pillow":55,"\u5b89\u9759":33,"\u5b8c\u6210":47,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":35,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":50,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":32,"\u5b8c\u6574\u6559\u7a0b":53,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":25,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":38,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":36,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":36,"\u5b98\u65b9\u6587\u6863":27,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":35,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":61,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":55,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":26,"\u5b9a\u4e49\u5728\u5916\u5c42":35,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":44,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":26,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":36,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":36,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":62,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u5927\u5c0f":47,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":26,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":36,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":36,"\u5b9e\u4f8b\u5982\u4e0b":61,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":33,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":38,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":36,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":38,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":38,"\u5b9e\u73b0\u7ec6\u8282":38,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":38,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":38,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":35,"\u5b9e\u73b0\u8be5\u5c42\u7684c":38,"\u5b9e\u9645\u4e0a\u53ea\u6709":56,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":59,"\u5ba2\u6237":33,"\u5ba2\u6237\u670d\u52a1":59,"\u5ba2\u6237\u7aef\u514b\u9686\u4f60\u7684\u4ed3\u5e93":37,"\u5bb6":33,"\u5bb9\u5668":48,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":48,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":50,"\u5bbf\u4e3b\u673a\u76ee\u5f55":48,"\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":41,"\u5bf9":33,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":3,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":3,"\u5bf9\u4e8e":36,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":33,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":33,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":33,"\u5bf9\u4e8e\u53cc\u5c42rnn":33,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":33,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":38,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":63,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":33,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":33,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2apaddlepaddle\u7248\u672c":28,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":60,"\u5bf9\u4e8e\u7b80\u5355\u7684\u591a\u673a\u534f\u540c\u8bad\u7ec3\u4f7f\u7528\u4e0a\u8ff0\u65b9\u5f0f\u5373\u53ef":47,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":58,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":36,"\u5bf9\u4e8eamazon":58,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":38,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":55,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":35,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":35,"\u5bf9\u5e94\u4e8e\u5b57\u5178":54,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6027\u80fd\u5c24\u5176\u662f\u5185\u5b58\u5360\u7528\u6709\u4e00\u5b9a\u7684\u5f00\u9500":47,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":63,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":58,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":62,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":63,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":38,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":38,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":38,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":58,"\u5bf9\u8c61":[25,47],"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":60,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":35,"\u5bf9\u9762":33,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":3,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":25,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":25,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":25,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":25,"\u5c01\u88c5\u4e86":41,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":38,"\u5c06":[3,25,41,47,58],"\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":36,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":60,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":44,"\u5c06\u5176\u8bbe\u7f6e\u6210":25,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":33,"\u5c06\u542b\u6709\u5b50\u53e5":35,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":55,"\u5c06\u5728":55,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":42,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":48,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":33,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":44,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":25,"\u5c06\u5f00\u53d1\u73af\u5883\u6784\u5efa\u4e3adocker\u955c\u50cf":28,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":36,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":54,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":55,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":38,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":60,"\u5c06\u672c\u5730\u66f4\u65b0\u5230\u6700\u65b0\u7684\u4ee3\u7801\u5e93":37,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":50,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":63,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":50,"\u5c06\u7528\u6237\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u7684\u6570\u636e\u7c7b\u578b":47,"\u5c06\u7b80\u5355\u5730\u6267\u884c\u5feb\u8fdb":37,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":50,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":54,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":50,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":58,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":42,"\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":33,"\u5c06\u900f\u660e":42,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":50,"\u5c11\u4e8e5":42,"\u5c1a\u53ef":33,"\u5c31":33,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":28,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":48,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":25,"\u5c31\u662f":33,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":26,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":41,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":58,"\u5c31\u8fd9\u4e48\u7b80\u5355":28,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":41,"\u5c3a\u5bf8":56,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":55,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":61,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":38,"\u5c42\u6743\u91cd":56,"\u5c42\u6b21\u5316\u7684rnn":35,"\u5c42\u7279\u5f81":56,"\u5c42\u7684\u540d\u79f0\u4e0e":36,"\u5c42\u7684\u5927\u5c0f":38,"\u5c42\u7684\u7279\u5f81":56,"\u5c42\u7684\u7c7b\u578b":38,"\u5c42\u7684\u8f93\u5165":61,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":61,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":36,"\u5c42\u7ec4\u6210\u4e00\u5bf9":61,"\u5c45\u7136":33,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":63,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":58,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":60,"\u5c5e\u6027":61,"\u5d4c\u5165\u5c42":60,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":60,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":60,"\u5de5\u4f5c\u6a21\u5f0f":44,"\u5de5\u4f5c\u7a7a\u95f4":42,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":42,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":42,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":42,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":42,"\u5de5\u5177":62,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":62,"\u5de5\u5177\u6765\u7ba1\u7406git\u9884\u63d0\u4ea4\u94a9\u5b50":37,"\u5de5\u7a0b\u5e08":59,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":56,"\u5de6\u8fb9\u662f":56,"\u5dee\u8bc4":58,"\u5df2\u6253\u5f00":37,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":44,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":42,"\u5e02\u573a":59,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":41,"\u5e0c\u671b\u52a0\u901f\u8bad\u7ec3":47,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":60,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":35,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":35,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":32,"\u5e38\u5e38\u51fa\u73b0":25,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":58,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":48,"\u5e72\u51c0":33,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":54,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":55,"\u5e74\u9f84":59,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":59,"\u5e74\u9f84\u548c\u804c\u4e1a":60,"\u5e76\u4e0d\u4fdd\u8bc1":38,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":33,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":50,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":33,"\u5e76\u4e14":[3,36],"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":33,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":63,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":46,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":56,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":25,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":26,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":50,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":58,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":56,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":60,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":63,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":25,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":62,"\u5e76\u4e14\u7cfb\u7edf\u6bcf\u4e00\u8f6e\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f1a\u91cd\u7f6edataprovid":47,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":37,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":42,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":38,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":25,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":61,"\u5e76\u4f7f\u7528\u4e86dropout":58,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":55,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":38,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":36,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":28,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":38,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":38,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":36,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":63,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":63,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":26,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":63,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":62,"\u5e76\u6307\u5b9a\u7aef\u53e3\u53f7":47,"\u5e76\u6307\u5b9abatch":63,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":62,"\u5e76\u7531":61,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":55,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":54,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":61,"\u5e76\u89c2\u5bdf\u7ed3\u679c":41,"\u5e76\u8bbe\u7f6e":[30,42],"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":58,"\u5e8a\u4e0a\u7528\u54c1":33,"\u5e8a\u57ab":33,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":32,"\u5e8f\u5217\u5230\u5e8f\u5217":63,"\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":35,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":32,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":35,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":35,"\u5e8f\u5217\u7684\u5f00\u59cb":63,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":32,"\u5e8f\u5217\u7684\u7ed3\u5c3e":63,"\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5e93":42,"\u5e93\u7684\u8def\u5f84":42,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":36,"\u5e94\u7528\u6a21\u578b":58,"\u5e94\u8be5":33,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":36,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":25,"\u5e95\u5c42\u8fdb\u7a0b":42,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":42,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":44,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":37,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u4e2d\u5f00\u53d1paddlepaddl":28,"\u5f00\u59cb":26,"\u5f00\u59cb\u5f00\u53d1\u5427":37,"\u5f00\u59cb\u6807\u8bb0":36,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":58,"\u5f00\u59cb\u9636\u6bb5":41,"\u5f02\u6b65\u8bfb\u53d6\u7b49\u95ee\u9898":47,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":43,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":62,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":20,"\u5f15\u5bfc\u5c42":36,"\u5f15\u7528":42,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":35,"\u5f3a\u70c8\u63a8\u8350":33,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":60,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":36,"\u5f53":46,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":62,"\u5f53\u4f60":37,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":38,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":63,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":63,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":36,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":38,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":33,"\u5f53\u524d\u8bc4\u4f30\u4e2d":63,"\u5f53\u524dbatch\u7684cost":63,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":58,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":58,"\u5f53\u5728\u5bb9\u5668\u91cc\u9762\u7684\u65f6\u5019":28,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":44,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":44,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":48,"\u5f53\u60a8\u8fdb\u5165\u5bb9\u5668\u5185\u4e4b\u540e":28,"\u5f53\u6211\u4eec\u7f16\u8bd1\u597d\u4e86":28,"\u5f53\u6240\u6709\u6570\u636e\u8bfb\u53d6\u5b8c\u4e00\u8f6e\u540e":47,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":50,"\u5f53\u6839\u636e\u5ba1\u9605\u8005\u7684\u610f\u89c1\u4fee\u6539":37,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":44,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":58,"\u5f53\u6a21\u5f0f\u4e3a":44,"\u5f53\u7136":41,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":38,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":36,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":44,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":46,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":63,"\u5f53classif":63,"\u5f62\u6210recurr":35,"\u5f62\u6210recurrent\u8fde\u63a5":35,"\u5f62\u72b6":56,"\u5f88":[33,58],"\u5f88\u591a":33,"\u5f88\u5b89\u9759":33,"\u5f88\u5bb9\u6613\u5bfc\u81f4\u67d0\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u6ca1\u6709\u5206\u914d\u5230\u4efb\u4f55\u53c2\u6570":47,"\u5f88\u5e72\u51c0":33,"\u5f88\u65b9\u4fbf":33,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":41,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":55,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":59,"\u5f97":33,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":58,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":60,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":35,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":36,"\u5faa\u73af\u7f51\u7edc\u4ece":36,"\u5fc5\u987b":38,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":33,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":35,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":36,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":62,"\u5feb":[33,62],"\u5feb\u901f\u5165\u95e8":57,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":48,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":48,"\u6027\u4ef7\u6bd4":33,"\u6027\u522b":[59,60],"\u6027\u80fd\u5206\u6790":41,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":41,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":41,"\u6027\u80fd\u8c03\u4f18":43,"\u603b\u4f53\u6765\u8bf4":33,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":54,"\u603b\u8bc4\u520610\u5206":62,"\u6050\u6016\u7247":59,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":41,"\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":41,"\u60a8\u53ef\u4ee5\u5bfc\u5165":41,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":41,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":36,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":41,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":41,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":41,"\u60a8\u9700\u8981\u66f4\u6539":28,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":41,"\u60ac\u7591\u7247":59,"\u60c5\u6001\u52a8\u8bcd":61,"\u60c5\u611f\u5206\u6790":57,"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":62,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":62,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":62,"\u60ca\u9669\u7535\u5f71":59,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":62,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":36,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":44,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":44,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":44,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":44,"\u611f\u89c9":33,"\u620f\u5267":59,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":50,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":38,"\u6211\u4eec\u4e3a\u7528\u6237\u5b9a\u4ee5python\u63a5\u53e3\u6765\u914d\u7f6e\u7f51\u7edc":47,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":41,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":60,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":38,"\u6211\u4eec\u4ec5\u7528":60,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":49,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":50,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":58,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":63,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":38,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":38,"\u6211\u4eec\u4f7f\u7528":[38,42,62],"\u6211\u4eec\u4f7f\u7528\u4e86":33,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":63,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":62,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":63,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":61,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":63,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":56,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":46,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":26,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":26,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":55,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":62,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":62,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":49,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":33,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":58,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":55,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":36,"\u6211\u4eec\u53ef\u4ee5\u5728docker\u5bb9\u5668\u91cc\u505a\u5f00\u53d1":28,"\u6211\u4eec\u53ef\u4ee5\u5c06":42,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":32,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":60,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":26,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":62,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":35,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":63,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":55,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":50,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":63,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":36,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":63,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":63,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":58,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":36,"\u6211\u4eec\u5c06":[50,60],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":33,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":49,"\u6211\u4eec\u5c06\u4ee5":[42,58],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":58,"\u6211\u4eec\u5c06\u4f7f\u7528":36,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":36,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":55,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":33,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":58,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":43,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":58,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":42,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":60,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":42,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":55,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":58,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":58,"\u6211\u4eec\u5c31\u80fdssh\u8fdb\u5165\u6211\u4eec\u7684\u5f00\u53d1\u5bb9\u5668\u4e86":28,"\u6211\u4eec\u5c31\u9700\u8981\u624b\u52a8\u7f16\u8bd1\u4e00\u4e2a\u975eavx\u7248\u672c\u7684\u955c\u50cf":28,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":26,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":26,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":55,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":38,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":38,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":58,"\u6211\u4eec\u611f\u8c22":63,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":27,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":29,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":62,"\u6211\u4eec\u63d0\u4f9b\u4e86c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86python\u5904\u7406\u6570\u636e\u7684\u63a5\u53e3":47,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":33,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":36,"\u6211\u4eec\u7528":59,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":60,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":60,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":26,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":54,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":61,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":33,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":33,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":62,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":37,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":32,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":36,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":33,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":42,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u6211\u4eec\u901a\u8fc7\u8bbe\u7f6e":28,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":50,"\u6211\u4eec\u9075\u5faa":63,"\u6211\u4eec\u90fd\u4f1a\u53d1\u5e03\u4e24\u4e2adocker\u955c\u50cf":28,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":61,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":58,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":63,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":49,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":42,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":38,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":60,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":62,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":60,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":54,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":60,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":62,"\u6216":[3,41,47,55,61],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6216\u4e00\u4e2a\u5411\u91cf":35,"\u6216\u4e0d\u786e\u5b9a":59,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6216\u53ea\u662f\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u8f93\u5165":37,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":60,"\u6216\u6700\u5927\u503c":32,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u79f0pserver":47,"\u6216\u7b2c\u4e00\u4e2a":32,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":32,"\u6216\u8005":[25,28,30,32,33,41,47],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[32,35],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":41,"\u6216\u8005\u53cd\u5411\u5730\u4ece":36,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":44,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":43,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":33,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":32,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":62,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":41,"\u6216\u8005\u66f4\u65e9":25,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":33,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":56,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":25,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":25,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":46,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":44,"\u6216gpu\u4e2a\u6570":62,"\u6218\u4e89\u7247":59,"\u623f":33,"\u623f\u95f4":33,"\u6240\u4ee5":[3,25,47],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":62,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":25,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":26,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":49,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":33,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":48,"\u6240\u4ee5\u5bf9":33,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":26,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":41,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":49,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":50,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":33,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":26,"\u6240\u4ee5\u8bad\u7ec3":42,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":38,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":33,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":37,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":44,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":62,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":42,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":42,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":62,"\u6240\u6709\u7684":38,"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":59,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":38,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":33,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":59,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":38,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":38,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":38,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":42,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":36,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":58,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":56,"\u6240\u793a":61,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5de5\u827a\u8005":59,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":33,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":28,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":41,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":60,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":27,"\u6253\u5f00":41,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":39,"\u6267\u884c":[30,61,62],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":62,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":36,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":41,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":56,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":48,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":60,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":61,"\u6279\u6b21\u7684\u6570\u636e":60,"\u627e\u5230":36,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":41,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":41,"\u6280\u672f\u5458":59,"\u628a":38,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":62,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":49,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":62,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":36,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":36,"\u62a5\u9519":30,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":54,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":63,"\u62c6\u89e3":35,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":33,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":50,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":58,"\u6307\u5411\u4e00\u4e2alayer":35,"\u6307\u5b9a":[25,35,36,47],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":44,"\u6307\u5b9a\u4e86dataprovider\u7684\u6587\u4ef6\u540d\u548c\u8fd4\u56de\u6570\u636e\u7684\u51fd\u6570\u540d":47,"\u6307\u5b9a\u4ee5\u592a\u7f51\u7c7b\u578b\u4e3atcp\u7f51\u7edc":47,"\u6307\u5b9a\u4f7f\u75282":25,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":58,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":44,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":56,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":56,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":56,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":56,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":58,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":63,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":58,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":35,"\u6307\u5b9a\u7f51\u7edc\u63a5\u53e3\u540d\u5b57\u4e3aeth0":47,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":58,"\u6307\u5b9abatch":63,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":44,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":33,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":44,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":44,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":44,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":44,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":44,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":44,"\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":44,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":61,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":61,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":44,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":50,"\u6309\u94ae":37,"\u633a":33,"\u633a\u597d":33,"\u6355\u83b7":58,"\u635f\u5931\u51fd\u6570":47,"\u635f\u5931\u51fd\u6570\u5373\u4e3a\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":47,"\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u5668":47,"\u6362":33,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":32,"\u63a5\u4e0b\u6765":[58,62],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":41,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":41,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":58,"\u63a5\u53d7":61,"\u63a5\u53d7\u7684\u4e1c\u897f":61,"\u63a5\u53d7\u8005":61,"\u63a5\u53e3\u540d\u79f0":42,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":56,"\u63a5\u53e3\u6709\u4e00\u4e2a":25,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":58,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":56,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":56,"\u63a5\u53e3\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u53c2\u6570\u548c":47,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":28,"\u63a7\u5236":44,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":26,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":38,"\u63a8\u8350":33,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":27,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":42,"\u63a8\u9500\u5458":59,"\u63cf\u8ff0":27,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":58,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":48,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801":37,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801\u65f6":37,"\u63d0\u4ea4\u4fe1\u606f\u7684\u7b2c\u4e00\u884c\u662f\u6807\u9898":37,"\u63d0\u4f9b":42,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":50,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":42,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":42,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":42,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":32,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":42,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":54,"\u63d0\u793a":25,"\u64cd\u4f5c":[33,47],"\u64cd\u6301\u5bb6\u52a1\u8005":59,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":30,"\u652f\u6301\u5355\u673a\u6a21\u5f0f\u548c\u591a\u673a\u6a21\u5f0f":47,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[34,35],"\u652f\u6301nvidia":30,"\u652f\u6301rbd":48,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":50,"\u653e\u5fc3":33,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u6548\u679c\u603b\u7ed3":58,"\u6559\u7a0b\u6587\u6863\u5230":42,"\u6559\u80b2\u5de5\u4f5c\u8005":59,"\u6570":[35,61],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":35,"\u6570\u636e":63,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":55,"\u6570\u636e\u4e2d0":25,"\u6570\u636e\u5217\u8868":56,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":54,"\u6570\u636e\u5c42":[26,60],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":42,"\u6570\u636e\u63d0\u4f9b\u5668":43,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":60,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":60,"\u6570\u636e\u7684\u6574\u6570id":36,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":42,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u7a0b\u5e8f\u5f80\u5f80\u5b9a\u4e49\u5728\u4e00\u4e2a\u5355\u72ecpython\u811a\u672c\u6587\u4ef6\u91cc":47,"\u6570\u636e\u8f93\u5165":35,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":59,"\u6570\u636e\u96c6\u63cf\u8ff0":60,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":63,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":58,"\u6570\u636e\u9884\u6d4b":61,"\u6570\u6910\u5b9a\u4e49":62,"\u6570\u6910\u8bf4\u660e\u6587\u6863":62,"\u6570\u6910\u96c6\u548c":62,"\u6570\u76ee":46,"\u6574\u4f53":33,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":33,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":50,"\u6574\u6570":38,"\u6574\u6570\u6807\u7b7e":3,"\u6574\u6d01":33,"\u6587\u4e66\u5de5\u4f5c":59,"\u6587\u4ef6":[49,61],"\u6587\u4ef6\u4e2d":[50,56,59,61],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":56,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":56,"\u6587\u4ef6\u4e2d\u7684":56,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":63,"\u6587\u4ef6\u4e3a":[25,63],"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":56,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6587\u4ef6\u540d\u79f0\u4e3a":60,"\u6587\u4ef6\u59390":50,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":63,"\u6587\u4ef6\u5f00\u5934":47,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":60,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":60,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":55,"\u6587\u4ef6\u7d22\u5f15":42,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":58,"\u6587\u4ef6model":46,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":28,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":58,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":58,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":58,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":60,"\u6587\u672c\u6295\u5f71\u5c42":60,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":62,"\u6587\u6863":[25,47],"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":61,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":39,"\u6587\u7ae0":50,"\u65b0":33,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":38,"\u65b0\u624b\u5165\u95e8":53,"\u65b9\u4fbf":33,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":27,"\u65b9\u5f0f1":25,"\u65b9\u5f0f2":25,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":61,"\u65b9\u6cd5\u4e00":46,"\u65b9\u6cd5\u4e09":46,"\u65b9\u6cd5\u4e8c":46,"\u65c1\u8fb9":33,"\u65c5\u6e38\u7f51\u7ad9":62,"\u65e0":33,"\u65e0\u4e1a\u4eba\u58eb":59,"\u65e0\u5ef6\u8fdf":44,"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":62,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":63,"\u65e9\u9910":33,"\u65f6":[25,32,36,38,44,50],"\u65f6\u5019":33,"\u65f6\u52a0\u4e0a":62,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":58,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":63,"\u65f6\u88ab\u8bad\u7ec3\u7684":38,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":46,"\u65f6\u95f4":33,"\u65f6\u95f4\u6233":59,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":59,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":33,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":38,"\u662f":[27,33,47],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":38,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":41,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":41,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":61,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":32,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":41,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":46,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":26,"\u662f\u4e00\u4e2a\u7ec4\u5408\u5c42":47,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":63,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":62,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":38,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":35,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":3,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":35,"\u662f\u4e00\u7ec4":48,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":49,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u5206\u652f":37,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":61,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":26,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":25,"\u662f\u504f\u5dee":36,"\u662f\u5176\u5927\u5c0f":26,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":63,"\u662f\u5411\u91cf":38,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":35,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":27,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":44,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":38,"\u662f\u5426\u4f7f\u7528gpu":60,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":63,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":27,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":44,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":27,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":27,"\u662f\u5426\u5f00\u542frdma":27,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":44,"\u662f\u5426\u652f\u6301gpu":27,"\u662f\u5426\u663e\u793a":44,"\u662f\u5426\u7a00\u758f":38,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":27,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":27,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":27,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":44,"\u662f\u56e0\u4e3apaddle\u7684\u7f51\u7edc\u901a\u4fe1\u4e2d":47,"\u662f\u56e0\u4e3apaddlepaddle\u914d\u7f6e\u6587\u4ef6\u4e0ec":47,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":61,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":36,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":26,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":38,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":38,"\u662f\u5e8f\u5217":60,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":32,"\u662f\u6307\u4e00\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6":47,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":33,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":33,"\u662f\u6570\u636e\u8f93\u5165":36,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":60,"\u662f\u6700\u65b0\u7684\u4e86":37,"\u662f\u6709\u610f\u4e49\u7684":33,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":36,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":26,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":61,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":63,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":63,"\u662f\u77e9\u9635":38,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":26,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":55,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":38,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":38,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":38,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":38,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":38,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":38,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":38,"\u662f\u8f93\u5165":36,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":56,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":41,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":35,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":41,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":35,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":58,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":48,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":38,"\u662frnn\u72b6\u6001":36,"\u663e":58,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u663e\u793a\u5de5\u4f5c\u6811\u72b6\u6001":37,"\u665a":33,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":29,"\u6682\u4e0d\u8003\u8651\u5728\u5185":25,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":25,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":62,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":62,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":35,"\u66f4\u5feb":36,"\u66f4\u65b0":[25,37],"\u66f4\u65b0\u4f60\u7684":37,"\u66f4\u65b0\u5206\u652f":37,"\u66f4\u65b0\u6a21\u5f0f":25,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":25,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u4f7f\u7528":47,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":58,"\u66f4\u8fdb\u4e00\u6b65":35,"\u66f4\u9ad8":36,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":35,"\u6700":33,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":63,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":50,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,38,42,58,62],"\u6700\u540e\u4e00\u4e2a":32,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":26,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":38,"\u6700\u597d\u7684\u6a21\u578b\u662f":62,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":44,"\u6700\u65b0log":62,"\u6700\u7ec8":38,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":35,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":35,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":26,"\u6708\u6e56":33,"\u6709":33,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":48,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":63,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":60,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":38,"\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":38,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":25,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":59,"\u6709\u5173":33,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":36,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":50,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":62,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":42,"\u6709\u56db\u4e2a\u8bad\u7ec3\u8fdb\u7a0b":47,"\u6709\u65f6\u79f0\u4e3a":62,"\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":41,"\u670d\u52a1":33,"\u670d\u52a1\u5458":33,"\u671f\u95f4":37,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":63,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":62,"\u672a\u77e5\u8bcd":54,"\u672c\u4f8b\u4e2d\u4e3a0":54,"\u672c\u4f8b\u4e2d\u4e3a32":54,"\u672c\u4f8b\u4e2d\u4e3a4":54,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":33,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":58,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":58,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":58,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":58,"\u672c\u5730\u6d4b\u8bd5":43,"\u672c\u5730\u8bad\u7ec3":43,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":46,"\u672c\u5b9e\u4f8b\u4e2d":54,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":58,"\u672c\u5c42\u5c3a\u5bf8":56,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":56,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":56,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":61,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":36,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":62,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":56,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":33,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":26,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":33,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":33,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":48,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":50,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":54,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":48,"\u672c\u6587\u9996\u5148\u4ecb\u7ecdtrainer\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4f7f\u7528\u6982\u5ff5":47,"\u672c\u6765":33,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":50,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":50,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":50,"\u672c\u6b21\u8bd5\u9a8c":58,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":33,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":33,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":62,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":63,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":63,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":63,"\u673a\u5668\u7684\u8bbe\u5907":46,"\u673a\u5668\u7ffb\u8bd1":57,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":44,"\u6761\u4ef6\u4e0b":48,"\u6765":33,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":38,"\u6765\u505ableu\u8bc4\u4f30":63,"\u6765\u505c\u6b62\u8bad\u7ec3":60,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":41,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":60,"\u6765\u521d\u59cb\u5316\u53c2\u6570":25,"\u6765\u5b89\u88c5":42,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":33,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":58,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":62,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":38,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":56,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u63d0\u4ea4\u66f4\u6539":37,"\u6765\u6ce8\u518c\u8be5\u5c42":38,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":46,"\u6765\u751f\u6210\u5e8f\u5217":63,"\u6765\u7684\u79d2\u6570":59,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u7f16\u8bd1":28,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u6765\u8868\u793a":36,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":61,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u6765\u8ba1\u7b97\u68af\u5ea6":38,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":33,"\u6765\u8bbe\u7f6e":25,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574c":37,"\u6765\u8fd0\u884c":42,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":41,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":25,"\u676f\u5b50":33,"\u6784\u5efapaddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":39,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":32,"\u6784\u9020":50,"\u6784\u9020paddl":5,"\u67b6\u6784\u5bf9\u591a\u4e2a\u8282\u70b9\u7684":47,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":62,"\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":33,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":43,"\u67e5\u770b":58,"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":30,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":49,"\u6807\u51c6\u5dee\u4e3a":25,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":61,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":55,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":55,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":62,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":62,"\u6807\u7b7e\u6587\u4ef6":61,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":61,"\u6807\u8bb0":47,"\u6807\u8bb0\u7f51\u7edc\u8f93\u51fa\u7684\u51fd\u6570\u4e3a":47,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":44,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":46,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":50,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":42,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":59,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":54,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":36,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":44,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":43,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":44,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":44,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":49,"\u683c\u5f0f":44,"\u683c\u5f0f\u5982\u4e0b":58,"\u683c\u5f0f\u8bf4\u660e":54,"\u68af\u5ea6\u4f1a\u5c31\u5730":38,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":44,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":38,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":44,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":38,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":38,"\u68d2":58,"\u697c\u5c42":33,"\u6a21\u5757":55,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u5757\u63a5\u7ba1\u4e86shuffl":47,"\u6a21\u5757\u901a\u4fe1\u7684\u6700\u57fa\u7840\u534f\u8bae\u662fprotobuf":47,"\u6a21\u578b":61,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":25,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":62,"\u6a21\u578b\u5171\u5305\u542b1":54,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":61,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":55,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":58,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":61,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":63,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":42,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":63,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":36,"\u6a21\u578b\u68c0\u9a8c":31,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":36,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":36,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":54,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":36,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":60,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":58,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":26,"\u6a21\u578b\u8def\u5f84":[56,61],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":61,"\u6a21\u578b\u914d\u7f6e":[1,47],"\u6a21\u578b\u91c7\u7528":54,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":33,"\u6b22\u8fce\u901a\u8fc7":37,"\u6b63\u5219\u65b9\u6cd5\u7b49":47,"\u6b63\u6837\u672c":58,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":43,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":62,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":62,"\u6b64\u5904":54,"\u6b64\u5904\u90fd\u4e3a2":33,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":41,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":62,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":35,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":62,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":61,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":62,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":61,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":58,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":33,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":33,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":60,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":42,"\u6bcf\u4e00\u4e2akey\u7531":60,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":33,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a":[36,42,61],"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u6bcf\u4e2a\u5355\u5c42rnn":35,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":63,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":33,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":36,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":36,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":33,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":55,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":63,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":63,"\u6bcf\u4e2a\u5c42\u5728\u5176":38,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":58,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":44,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":36,"\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":37,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":63,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":62,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":35,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":33,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":38,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":33,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":33,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":60,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":60,"\u6bcf\u4e2a\u72b6\u6001":35,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":55,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":55,"\u6bcf\u4e2a\u7ebf\u7a0b":44,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":44,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":63,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":44,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":62,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":62,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":38,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":38,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":63,"\u6bcf\u4e2alayer\u8fd4\u56de\u7684\u90fd\u662f\u4e00\u4e2a":47,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":58,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":58,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":50,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":59,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":44,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":46,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":63,"\u6bcf\u5f53\u7cfb\u7edf\u9700\u8981\u65b0\u7684\u6570\u636e\u8bad\u7ec3\u65f6":47,"\u6bcf\u6279\u6b21":44,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":62,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":63,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":58,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":54,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":56,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":54,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":38,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":63,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":44,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":44,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":44,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":44,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":58,"\u6bcfdot":44,"\u6bcflog":44,"\u6bcfsave":44,"\u6bcftest":44,"\u6bd4\u5982":[25,28,58],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":33,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":25,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":48,"\u6bd4\u8f83\u5bb9\u6613\u5728\u5927\u6a21\u578b\u4e0b\u6ea2\u51fa":47,"\u6c34\u6e29":33,"\u6c49\u5ead":33,"\u6c60\u5316\u5c42":55,"\u6ca1":33,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":30,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":59,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":60,"\u6cd5\u8bed":63,"\u6ce8\u610f":[3,27,36,38,50,55],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":50,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":46,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":62,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":50,"\u6ce8\u91ca\u6389":62,"\u6cf3\u6c60":33,"\u6d41":33,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":37,"\u6d44":33,"\u6d4b\u8bd5":37,"\u6d4b\u8bd5\u6570\u636e":42,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":42,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":42,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":63,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":42,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":42,"\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":44,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":37,"\u6d4b\u8bd5\u6837\u672c":42,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":62,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":46,"\u6d4b\u8bd5\u811a\u672c\u662f":61,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u6d4b\u8bd5model_list":43,"\u6d4b\u8bd5save_dir":43,"\u6d4f\u89c8\u4ee3\u7801":28,"\u6d6a\u6f2b\u7247":59,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":54,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":38,"\u6dd8\u5b9d\u7b49":62,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":61,"\u6df7\u5408":61,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":36,"\u6dfb\u52a0":37,"\u6dfb\u52a0\u4e0a\u6e38":37,"\u6dfb\u52a0\u4fee\u6539\u65e5\u5fd7":37,"\u6dfb\u52a0\u4fee\u6539\u8fc7\u7684\u6587\u4ef6":37,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":50,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":25,"\u6e29\u99a8":33,"\u6e90":63,"\u6e90\u4ee3\u7801":[28,58],"\u6e90\u4ee3\u7801\u4f1a\u88ab\u6302\u8f7d\u5230":28,"\u6e90\u4ee3\u7801\u53ef\u4ee5\u901a\u8fc7\u6302\u8f7d\u672c\u5730\u6587\u4ef6\u6765\u88ab\u8f7d\u5165docker\u7684\u5f00\u53d1\u73af\u5883\u91cc\u9762":28,"\u6e90\u4ee3\u7801\u683c\u5f0f":37,"\u6e90\u5b57\u5178":63,"\u6e90\u5e8f\u5217":36,"\u6e90\u7801":28,"\u6e90\u7801\u4e0edemo":49,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":63,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":54,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":54,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":54,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":56,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":56,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":61,"\u6f14\u793a\u91c7\u7528":61,"\u6fc0\u6d3b":38,"\u6fc0\u6d3b\u51fd\u6570":47,"\u6fc0\u6d3b\u51fd\u6570\u4e3asoftmax":47,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":58,"\u6fc0\u6d3b\u65b9\u7a0b":38,"\u6fc0\u6d3b\u7684\u7c7b\u578b":38,"\u6fc0\u6d3b\u7c7b\u578b\u7b49":47,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":33,"\u7136\u540e":[41,42,54,60],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":26,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":35,"\u7136\u540e\u4ecb\u7ecdpserver\u8fdb\u7a0b\u4e2d\u6982\u5ff5":47,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\u7136\u540e\u4f60\u53ef\u4ee5\u901a\u8fc7\u505a\u4e00\u4e2a\u672c\u5730\u5f00\u53d1\u5206\u652f\u5f00\u59cb\u5f00\u53d1":37,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":62,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":60,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":26,"\u7136\u540e\u52a0":47,"\u7136\u540e\u5355\u51fb":37,"\u7136\u540e\u53ea\u9700\u5728":37,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":56,"\u7136\u540e\u5728":63,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":33,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":28,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":63,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":25,"\u7136\u540e\u5b9a\u4e49":36,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":50,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":60,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":60,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":63,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":61,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":60,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":56,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":49,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":62,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":63,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":60,"\u7136\u540e\u7528\u5bc6\u7801":28,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":60,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":50,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":38,"\u7136\u540e\u89e3\u538b":63,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":63,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":60,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":60,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":50,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":50,"\u7136\u800c":[36,44],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":62,"\u7248\u672c":30,"\u7248\u672c\u57283":37,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":25,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":61,"\u7279\u5f81":60,"\u7279\u5f81\u56fe\u5747\u503c":56,"\u7279\u5f81\u56fe\u65b9\u5dee":56,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":56,"\u7279\u5f81\u6587\u4ef6":61,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":60,"\u72af\u7f6a\u7247":59,"\u73af\u5883\u53d8\u91cf":50,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":25,"\u73b0\u5728":37,"\u73b0\u5728\u4f60\u7684":37,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":60,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":62,"\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e\u4e00\u4e2a\u5b8c\u6574\u7684lstm":47,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":41,"\u751f\u6210":50,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":39,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":36,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":63,"\u751f\u6210\u6570\u636e\u51fd\u6570\u63a5\u53e3":47,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":63,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":50,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":25,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":63,"\u751f\u6210\u7684html\u7248\u672c\u7684c":28,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":60,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":36,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":38,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":60,"\u7528":[59,60,61],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":58,"\u7528\u4e8e":42,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":62,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":38,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":46,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":36,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":44,"\u7528\u4e8e\u653e\u7f6e":42,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":36,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":44,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":62,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":36,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":55,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":42,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":42,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":36,"\u7528\u547d\u4ee4":47,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":33,"\u7528\u6237":42,"\u7528\u62371\u7684\u7279\u5f81":60,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":35,"\u7528\u6237\u53ea\u9700\u6267\u884c":61,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":61,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003":47,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":54,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":58,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":44,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":46,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":28,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":27,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":27,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":25,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":50,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":61,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":25,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":54,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":60,"\u7528\u6237\u7279\u5f81":60,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":61,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":46,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":25,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":60,"\u7528\u6237id":59,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":59,"\u7528\u6700\u65b0\u7684":37,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":38,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":26,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":60,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":60,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":26,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":50,"\u7531":35,"\u7531\u4e8e":37,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":33,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":48,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":26,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":59,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":33,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":38,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":61,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":63,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":56,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":26,"\u7531\u4e8estep":35,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":32,"\u7531grouplen":59,"\u7535\u5f711\u7684\u7279\u5f81":60,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":59,"\u7535\u5f71\u540d\u5b57\u6bb5":60,"\u7535\u5f71\u540d\u79f0":59,"\u7535\u5f71\u548c\u7528\u6237":60,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":60,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":59,"\u7535\u5f71\u7279\u5f81":60,"\u7535\u5f71\u7c7b\u578b":59,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":59,"\u7535\u5f71id":59,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":59,"\u7535\u8111":33,"\u767e\u4e07\u6570\u636e\u96c6":59,"\u7684":[33,37,42,49,50,58,62],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":35,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":26,"\u7684\u4e00\u79cd":63,"\u7684\u4e3a0":44,"\u7684\u4e3b\u8981\u90e8\u5206":61,"\u7684\u4efb\u4e00\u4e00\u79cd":25,"\u7684\u4efb\u52a1":63,"\u7684\u4f5c\u7528":47,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":32,"\u7684\u504f\u7f6e\u5411\u91cf":38,"\u7684\u5185\u5b58":25,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":63,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":50,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":41,"\u7684\u51fd\u6570":47,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":56,"\u7684\u522b\u540d":[6,7,13,14,15],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":60,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":44,"\u7684\u53d8\u6362\u77e9\u9635":38,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":62,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":36,"\u7684\u540e\u7f00":59,"\u7684\u5411\u91cf":38,"\u7684\u542f\u52a8\u53c2\u6570":50,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":50,"\u7684\u5730\u5740":48,"\u7684\u5747\u5300\u5206\u5e03":25,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":26,"\u7684\u5e73\u5747\u503c":32,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":33,"\u7684\u603b":42,"\u7684\u6570\u636e":47,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":58,"\u7684\u6570\u76ee\u4e00\u81f4":32,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":63,"\u7684\u65b9\u7a0b":38,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":30,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":25,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":33,"\u7684\u6700\u5c0f\u503c":44,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":36,"\u7684\u6837\u5f0f":37,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":35,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":61,"\u7684\u7248\u672c\u53f7":54,"\u7684\u7279\u5f81":56,"\u7684\u72b6\u6001":35,"\u7684\u7528\u6237\u53c2\u8003":42,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":60,"\u7684\u76f8\u5173\u6587\u6863\u8fdb\u884c\u914d\u7f6e":47,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":26,"\u7684\u77e9\u9635":38,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":38,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":61,"\u7684\u7b2ci\u4e2a\u503c":38,"\u7684\u7b2cj\u4e2a\u503c":38,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":42,"\u7684\u7ed3\u6784\u5982\u4e0b":60,"\u7684\u7ef4\u5ea6":54,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":63,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u7684\u8bdd":25,"\u7684\u8def\u5f84\u4e2d":62,"\u7684\u8f93\u5165":35,"\u7684\u8f93\u51fa":41,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":41,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":36,"\u7684\u8f93\u51fa\u683c\u5f0f":33,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":36,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":59,"\u7684\u90e8\u5206":42,"\u7684\u914d\u7f6e":[47,54],"\u7684\u9875\u9762":37,"\u7684\u9ed8\u8ba4\u5165\u53e3\u662f":28,"\u76ee\u524d":[35,37,61],"\u76ee\u524d\u4f7f\u7528":37,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":32,"\u76ee\u524d\u652f\u6301fail":44,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":44,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":35,"\u76ee\u5f55":[42,49,50,62],"\u76ee\u5f55\u4e0b":[38,58,63],"\u76ee\u5f55\u4e0b\u627e\u5230":58,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":25,"\u76ee\u5f55\u4e2d":[42,60],"\u76ee\u5f55\u4e2d\u7684":[41,42],"\u76ee\u5f55\u4e2d\u8fd0\u884c":37,"\u76ee\u5f55\u4e2dpaddl":50,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":61,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":50,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":63,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":58,"\u76ee\u6807":63,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":61,"\u76ee\u6807\u5411\u91cf":36,"\u76ee\u6807\u5b57\u5178":63,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":25,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":26,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":58,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":55,"\u76f8\u5173\u8bba\u6587":61,"\u76f8\u53cd":63,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":25,"\u76f8\u5bf9":33,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":61,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":61,"\u76f8\u5f53":33,"\u77e9\u9635":43,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":62,"\u7814\u7a76\u751f":59,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":37,"\u793a":58,"\u793a\u4f8b":[25,56],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":33,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":33,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":33,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":25,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u795e\u7ecf\u7f51\u7edc\u7684\u67d0\u4e00\u5c42":47,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":33,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":25,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":26,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u4e3b\u8981\u5305\u62ec\u7f51\u7edc\u8fde\u63a5":47,"\u79bb":33,"\u79d1\u5b66\u5bb6":59,"\u79d1\u5e7b\u7247":59,"\u79f0\u4e3a":[36,47],"\u79f0\u4e3a\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":47,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":32,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":44,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":38,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a00\u758f\u768401\u5411\u91cf":3,"\u7a00\u758f\u7684\u5411\u91cf":3,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":46,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":50,"\u7a0b\u5e8f\u505c\u6b62":44,"\u7a0b\u5e8f\u5458":59,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":44,"\u7a0d\u505a\u8be6\u7ec6\u8bf4\u660e":47,"\u7a20\u5bc6\u5411\u91cf":38,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":3,"\u7a97\u6237":33,"\u7acb\u523b\u9000\u51fa":25,"\u7aef\u53e3":42,"\u7aef\u53e3\u6570":42,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":42,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":25,"\u7b2c":33,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":33,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u5929":33,"\u7b2c\u4e00\u884c\u4ece":62,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":56,"\u7b2c\u4e00\u884c\u662f":54,"\u7b2c\u4e00\u884c\u7684":63,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":26,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":62,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":63,"\u7b2c\u4e09\u6b65":56,"\u7b2c\u4e8c":62,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":63,"\u7b2c\u4e8c\u6b65":[54,56],"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":56,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":26,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":38,"\u7b49\u5176\u4ed6":63,"\u7b49\u53c2\u6570":50,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":48,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":48,"\u7b49\u7b49":[37,58,63],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":48,"\u7b80\u4ecb":40,"\u7b80\u5355\u6765\u8bf4":41,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":25,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":60,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":41,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":60,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":49,"\u7b80\u76f4":33,"\u7b97\u6cd5":[25,26,36,62],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":36,"\u7b97\u6cd5\u914d\u7f6e":62,"\u7ba1\u7406\u4eba\u5458":59,"\u7ba1\u7406\u5458":59,"\u7c7b\u4f3c":32,"\u7c7b\u4f3c\u5730":61,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":38,"\u7c7b\u522b\u4e2a\u6570":55,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":43,"\u7c7b\u522bid":58,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":58,"\u7c7b\u578b":[44,60],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":32,"\u7c7b\u578b\u662fsparse_binary_vector":3,"\u7c7b\u578b\u662fsparse_float_vector":3,"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":33,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":38,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":38,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":25,"\u7cfb\u7edfc":47,"\u7d2f\u52a0\u6c42\u548c":47,"\u7ea2\u697c\u68a6":54,"\u7eaa\u5f55\u7247":59,"\u7eafcpu\u7684\u548cgpu\u7684":28,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":28,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":26,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":26,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":26,"\u7ebf\u7a0bid\u53f7":46,"\u7ec4\u6210":47,"\u7ec6\u8282\u63cf\u8ff0":45,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":31,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":25,"\u7ed3\u5408":48,"\u7ed3\u675f\u6807\u8bb0":36,"\u7ed3\u6784\u5982\u4e0b":62,"\u7ed3\u6784\u5982\u4e0b\u56fe":54,"\u7ed3\u679c\u4fdd\u5b58\u5728":61,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":62,"\u7ed9":33,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":55,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":55,"\u7ed9\u5b9a\u52a8\u8bcd":61,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":62,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":35,"\u7edd\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4e0d\u5e94\u8be5":37,"\u7ee7\u7eed\u6df1\u5165\u4e86\u89e3":47,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":33,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":33,"\u7ef4\u5ea6\u4e3aword_dim":58,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":58,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":58,"\u7ef4\u62a4":48,"\u7ef4\u7a7a\u95f4":36,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":36,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":25,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":60,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":50,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":50,"\u7f16\u53f7":60,"\u7f16\u53f7\u4ece0\u5f00\u59cb":25,"\u7f16\u53f7\u5b57\u6bb5":60,"\u7f16\u7801\u5411\u91cf":36,"\u7f16\u7801\u5668\u8f93\u51fa":36,"\u7f16\u7801\u6e90\u5e8f\u5217":36,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":63,"\u7f16\u8bd1\u5b8c\u6210\u540e":39,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":44,"\u7f16\u8bd1\u6d41\u7a0b":31,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":29,"\u7f16\u8bd1\u751f\u6210":39,"\u7f16\u8bd1\u9009\u9879":27,"\u7f16\u8f91":48,"\u7f29\u653e\u53c2\u6570":56,"\u7f51\u7edc":[61,62],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u7f51\u7edc\u540d\u79f0":58,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":38,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":38,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":38,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":38,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":44,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":38,"\u7f51\u7edc\u63a5\u53e3\u5361":42,"\u7f51\u7edc\u6a21\u5757":56,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":61,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":62,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":47,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e5f\u53ef\u901a\u8fc7":47,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":60,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u4e09\u90e8\u5206":47,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u8fd9\u4e09\u90e8\u5206\u8be5\u6982\u5ff5":47,"\u7f51\u7edc\u8fde\u63a5":47,"\u7f51\u7edc\u901a\u4fe1":38,"\u7f51\u7edc\u914d\u7f6e":[42,58,62],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[56,61],"\u800c":[26,36,49,60],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":62,"\u800c\u4e0d\u662f":37,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":42,"\u800c\u4e0d\u662f\u65b0\u6570\u636e\u9a71\u52a8\u7cfb\u7edf":47,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":25,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":33,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":62,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":63,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":44,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":41,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":41,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":46,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":33,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":56,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":62,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":33,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":33,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":33,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":41,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":25,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":41,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":43,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":62,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":36,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":46,"\u800c\u7cfb\u7edf\u4e2d\u7684":25,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":33,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":33,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":35,"\u800cweight":55,"\u804c\u4e1a":59,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":59,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":35,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":35,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":58,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":35,"\u80fd\u83b7\u53d6":42,"\u811a\u672c":[42,55,60],"\u811a\u672c\u4fdd\u5b58\u5728":55,"\u811a\u672c\u5f00\u59cb\u65f6":50,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":62,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":62,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":55,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":42,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":35,"\u81ea\u52a8\u751f\u6210\u6700\u65b0\u7684docker\u955c\u50cf":28,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":36,"\u81ea\u5e95\u5411\u4e0a\u6cd5":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":46,"\u81ea\u7531\u804c\u4e1a\u8005":59,"\u81f3\u6b64":[3,33],"\u8212\u9002":33,"\u827a\u672f\u5bb6":59,"\u8282\u70b9\u4e2d\u7684":42,"\u82e5":38,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":32,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":41,"\u82e5\u6709\u5fc5\u8981":38,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":32,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":32,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":39,"\u82f1\u8bed":63,"\u8303\u56f4":46,"\u83b7\u53d6\u5229\u7528":58,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":62,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":58,"\u83b7\u53d6\u901a\u8fc7":62,"\u83b7\u53d6trainer":50,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":38,"\u867d\u7136":26,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":42,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":43,"\u884c":54,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":56,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":59,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":38,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":38,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":48,"\u8868\u793a\u4e3adeviceid":46,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":42,"\u8868\u793a\u5973\u6027":59,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":33,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":42,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":42,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":63,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":59,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":58,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":62,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":62,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":62,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":50,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":58,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":58,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":50,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"\u88ab\u653e\u5728":38,"\u88ab\u79f0\u4e3a":36,"\u88ab\u79f0\u4e3a\u6570\u636e\u63d0\u4f9b\u5668":47,"\u897f\u90e8\u7247":59,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":60,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":63,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":41,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":42,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":55,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":60,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":32,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":35,"\u8981\u8c03\u7528":38,"\u89c2\u5bdf\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u914d\u7f6e":37,"\u89e3\u51b3\u529e\u6cd5\u662f":25,"\u89e3\u51b3\u65b9\u6848\u662f":25,"\u89e3\u538b":63,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":60,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":60,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":50,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":36,"\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":36,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u89e3\u91ca":58,"\u8ba1\u7b97":36,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":26,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":36,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":38,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":36,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":38,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":26,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":38,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":38,"\u8ba1\u7b97\u8f93\u51fa":38,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":58,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":60,"\u8bad\u7ec3":[43,62],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4f5c\u4e1a":42,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":55,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":61,"\u8bad\u7ec3\u540e":61,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":42,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":41,"\u8bad\u7ec3\u5b8c\u6210\u540e":26,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":63,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":25,"\u8bad\u7ec3\u6570\u636e\u7684\u683c\u5f0f\u5f80\u5f80\u5404\u4e0d\u76f8\u540c":47,"\u8bad\u7ec3\u6570\u6910\u96c6":62,"\u8bad\u7ec3\u65f6":50,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":58,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b":31,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":62,"\u8bad\u7ec3\u6a21\u578b\u540e":36,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":63,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":61,"\u8bad\u7ec3\u7b97\u6cd5":47,"\u8bad\u7ec3\u7b97\u6cd5\u901a\u5e38\u5b9a\u4e49\u5728\u53e6\u4e00\u5355\u72ecpython\u6587\u4ef6\u4e2d":47,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":50,"\u8bad\u7ec3\u811a\u672c":58,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":58,"\u8bad\u7ec3\u81f3\u591a":60,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":50,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":25,"\u8bad\u7ec3\u8f6e\u6b21":58,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":25,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":43,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":44,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":44,"\u8bad\u7ec3\u8fdb\u7a0b":47,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":44,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6e90":47,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u7684\u6570\u636e\u6e90\u914d\u7f6e\u4e2d\u6307\u5b9adataprovider\u6587\u4ef6\u540d\u5b57":47,"\u8bad\u7ec3\u9636\u6bb5":47,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":62,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":62,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":62,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":55,"\u8bad\u7ec3dot_period":43,"\u8bb0\u5fc6\u6a21\u5757":36,"\u8bba\u6587":56,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":42,"\u8bbe\u4e3a\u672c\u5730":42,"\u8bbe\u7f6e\u4e3a":38,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":44,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":44,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":63,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":63,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":62,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":25,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[25,40,60],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":62,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":62,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":62,"\u8bbe\u7f6e\u6210":25,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":25,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":61,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":62,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":62,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":62,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":63,"\u8bbe\u7f6e\u7c7b\u522b\u6570":62,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[61,62],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":62,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":38,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":62,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":46,"\u8bbe\u7f6ebatch":62,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":63,"\u8bbe\u7f6egpu":44,"\u8bbe\u7f6epass":62,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":63,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":50,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":26,"\u8bc4\u4f30\u5668":47,"\u8bc4\u4f30\u5668\u53ef\u4ee5\u8bc4\u4ef7\u6a21\u578b\u7ed3\u679c":47,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":58,"\u8bc4\u5206":[59,60],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":60,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":59,"\u8bcd\u5411\u91cf":54,"\u8bcd\u5411\u91cf\u6a21\u578b":57,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":54,"\u8bcd\u9891\u6700\u9ad8\u7684":63,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":41,"\u8be5":[42,61],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":44,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":44,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":44,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":44,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":44,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":44,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":44,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":44,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":44,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":38,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":58,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":44,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":38,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":27,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":59,"\u8be5\u6570\u636e\u96c6":54,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":59,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":59,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":44,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":60,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":56,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":60,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":55,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":58,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":63,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":26,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":36,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":60,"\u8be5\u76ee\u5f55\u4e0b\u4f1a\u751f\u6210\u5982\u4e0b\u4e24\u4e2a\u5b50\u76ee\u5f55":39,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":60,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":60,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":26,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":38,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":60,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":56,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":55,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":38,"\u8be5layer\u5c06\u591a\u4e2a\u8f93\u5165":47,"\u8be5python\u4ee3\u7801\u53ef\u4ee5\u751f\u6210protobuf\u5305":47,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":33,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":42,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":58,"\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003":47,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":56,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":25,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":58,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":27,"\u8be6\u7ec6\u89c1":32,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[57,61],"\u8bed\u8a00\u6a21\u578b":54,"\u8bf4\u660e":[27,50],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":60,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":38,"\u8bf7\u4e0d\u8981\u6df7\u6dc6":47,"\u8bf7\u4f7f\u7528":37,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":46,"\u8bf7\u53c2\u8003":[3,25,33,36,38,47,58],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":58,"\u8bf7\u53c2\u8003\u9875\u9762":60,"\u8bf7\u53c2\u8003layer\u6587\u6863":55,"\u8bf7\u53c2\u9605":36,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":61,"\u8bf7\u5b89\u88c5cuda":30,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":44,"\u8bf7\u67e5\u770b":54,"\u8bf7\u6c42\u53ef\u80fd\u4f1a\u5931\u6548":37,"\u8bf7\u6c42\u65f6":37,"\u8bf7\u6ce8\u610f":[28,36,49,54],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":46,"\u8bf7\u786e\u4fdd":37,"\u8bf7\u8bb0\u4f4f":42,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":25,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":46,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":26,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":50,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":50,"\u8c03\u7528":[38,55],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":26,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":38,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":61,"\u8d1f\u6837\u672c":58,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":62,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":62,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":48,"\u8d77":33,"\u8def\u5f84\u4e0b":[26,56],"\u8df3\u8f6c\u5230":37,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":55,"\u8f6c\u5230":37,"\u8f6c\u6362\u8fc7\u6765\u7684":56,"\u8f6e":60,"\u8f83":33,"\u8f93\u5165":[32,36],"\u8f93\u5165\u5168\u662f\u5176\u4ed6layer\u7684\u8f93\u51fa":47,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":35,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":35,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":55,"\u8f93\u5165\u5c42\u5c3a\u5bf8":56,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":33,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":33,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":33,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":46,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":62,"\u8f93\u5165\u6587\u672c":54,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":54,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":38,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":38,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":56,"\u8f93\u5165\u7684":54,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":63,"\u8f93\u5165\u7684\u540d\u5b57":38,"\u8f93\u5165\u7684\u5927\u5c0f":38,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":54,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8f93\u5165\u7684\u7c7b\u578b":38,"\u8f93\u5165\u95e8":62,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":62,"\u8f93\u5165n\u4e2a\u5355\u8bcd":58,"\u8f93\u51fa":[32,36],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":58,"\u8f93\u51fa\u51fd\u6570":36,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":32,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":35,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":60,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":54,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":62,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":62,"\u8f93\u51fa\u67092\u5217":54,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":56,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":54,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":54,"\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u8f93\u51fa\u76ee\u5f55":56,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":49,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":33,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":25,"\u8fd0\u884c":30,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":60,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":63,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":54,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":54,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":26,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":42,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[25,40,58],"\u8fd0\u884c\u5931\u8d25":46,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":54,"\u8fd0\u884c\u5b8c\u6210\u540e":42,"\u8fd0\u884c\u5b8c\u811a\u672c":62,"\u8fd0\u884c\u5f00\u53d1\u73af\u5883":28,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":54,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":62,"\u8fd0\u884c\u65e5\u5fd7":42,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":50,"\u8fd1":33,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":63,"\u8fd4\u56de":[8,9,10,11,16,17,20,22],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":61,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":60,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":3,"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":38,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,11,16,17,20,22],"\u8fd8\u4f1a":33,"\u8fd8\u662f":33,"\u8fd8\u6709":33,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":62,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":61,"\u8fd8\u9700\u8981\u8bbe\u7f6e\u4e0b\u9762\u4e24\u4e2a\u53c2\u6570":47,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":55,"\u8fd9":[25,33,58],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":41,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":35,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":58,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":42,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":55,"\u8fd9\u4e24\u4e2a\u6807\u51c6":61,"\u8fd9\u4e24\u4e2a\u9700\u8981\u4e0e":47,"\u8fd9\u4e2a":[33,48],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":25,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":25,"\u8fd9\u4e2a\u51fd\u6570\u7684":36,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":33,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":36,"\u8fd9\u4e2a\u5305\u91cc\u9762\u5305\u542b\u4e86\u6a21\u578b\u914d\u7f6e\u9700\u8981\u7684\u5404\u4e2a\u6a21\u5757":47,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":63,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":50,"\u8fd9\u4e2a\u57fa\u7c7b":38,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":62,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":35,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":33,"\u8fd9\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u662f\u6bcf\u4e00\u4e2a\u8bad\u7ec3\u6216\u8005\u6d4b\u8bd5\u6587\u4ef6\u7684\u8def\u5f84":47,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":63,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":58,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":63,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":33,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":38,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":38,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":61,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":48,"\u8fd9\u4e2a\u8868\u683c":48,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":35,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":26,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":48,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u7f51\u7edc\u7531":47,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":63,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":36,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":50,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":35,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":25,"\u8fd9\u4e9b":42,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":50,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":60,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":38,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":25,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":25,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":56,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":56,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":56,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":61,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":33,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":38,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":26,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":38,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":63,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":33,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":33,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":61,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":33,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":61,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":36,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":63,"\u8fd9\u5c31\u662f":47,"\u8fd9\u5df2\u7ecf\u5728":62,"\u8fd9\u610f\u5473\u7740":36,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":26,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":46,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":25,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":62,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":32,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":55,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":33,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":25,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":63,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":63,"\u8fd9\u6837":[26,28,42],"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u8fd9\u6837\u5355\u4e2a\u5b50\u7ebf\u7a0b\u7684\u957f\u5ea6\u5c31\u4e0d\u4f1a\u6ea2\u51fa\u4e86":47,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":46,"\u8fd9\u6837\u5bb9\u5668\u7684":50,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":60,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":28,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":38,"\u8fd9\u6837\u7684\u8bdd":49,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":60,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":41,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":26,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":38,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":25,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":38,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":46,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":36,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":35,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":50,"\u8fd9\u7bc7\u6587\u7ae0":63,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":33,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":36,"\u8fd9\u91cc":[25,36,47,48,50,56,61],"\u8fd9\u91cc\u4e5f\u53ef\u53eb\u5206\u7c7b\u5c42":47,"\u8fd9\u91cc\u4ee5":58,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":26,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":26,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":62,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":33,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":25,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":26,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":63,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":58,"\u8fd9\u91cc\u5bf9":47,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":26,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":60,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":55,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":55,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":60,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":38,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":50,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":58,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":26,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":63,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":63,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":42,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":63,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":63,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":63,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":55,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":58,"\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecdlayer":47,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":48,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":63,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":63,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":63,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":58,"\u8fdb\u5165":62,"\u8fdb\u5165\u5bb9\u5668":49,"\u8fdb\u7a0b":47,"\u8fdb\u7a0b\u4e2d\u53ef\u4ee5\u542f\u52a8\u591a\u4e2a\u5b50\u7ebf\u7a0b\u53bb\u63a5\u53d7":47,"\u8fdb\u7a0b\u4e4b\u540e":47,"\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u4e2a\u7aef\u53e3\u7528\u6765\u505a\u7a20\u5bc6\u66f4\u65b0":47,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":50,"\u8fdb\u7a0b\u7684":42,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":50,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":50,"\u8fdb\u7a0b\u7aef\u53e3\u662f":47,"\u8fdb\u7a0b\u9700\u8981\u7684":50,"\u8fdb\u884c\u4e86":33,"\u8fdb\u884c\u4f7f\u7528":55,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":50,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":50,"\u8fdb\u884c\u540c\u6b65":47,"\u8fdb\u884c\u5f00\u53d1":37,"\u8fdb\u884c\u62c6\u89e3":33,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":38,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":26,"\u8fdb\u884c\u9884\u6d4b":58,"\u8fdb\u9636\u6307\u5357":53,"\u8fde\u63a5":35,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":62,"\u9000\u4f11\u4eba\u5458":59,"\u9000\u51fa\u5bb9\u5668":49,"\u9002\u4e2d":33,"\u9009":33,"\u9009\u62e9":33,"\u9009\u62e9\u4f60\u7684\u5f00\u53d1\u5206\u652f\u5e76\u5355\u51fb":37,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":40,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":58,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":44,"\u9009\u62e9\u8fc7\u540e\u7684":63,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":48,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":59,"\u9009\u9879":[27,54],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"\u901a\u5e38":[42,62],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":50,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":46,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":25,"\u901a\u5e38\u5728\u9ad8\u7ea7\u60c5\u51b5\u4e0b":47,"\u901a\u5e38\u60c5\u51b5\u4e0b":41,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":49,"\u901a\u5e38\u662f\u4e00\u4e2apython\u51fd\u6570":47,"\u901a\u5e38\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u90fd\u4f1a\u5305\u62ec":47,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":48,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":36,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":38,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":33,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":46,"\u901a\u7528":43,"\u901a\u77e5":33,"\u901a\u77e5\u7cfb\u7edf\u4e00\u8f6e\u6570\u636e\u8bfb\u53d6\u7ed3\u675f":47,"\u901a\u8fc7":[25,33,38,42,47,58],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":35,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":55,"\u901a\u8fc7\u4ee5\u4e0b\u6307\u4ee4\u53ef\u4ee5\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":28,"\u901a\u8fc7\u4f7f\u7528":27,"\u901a\u8fc7\u51fd\u6570":50,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":55,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":25,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":35,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":35,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":37,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":62,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":58,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":38,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":58,"\u901a\u8fc7data":35,"\u901a\u8fc7volum":48,"\u903b\u8f91\u56de\u5f52":58,"\u9053\u6b49":33,"\u9069":33,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":59,"\u9075\u5faa\u6587\u7ae0":54,"\u90a3\u4e48":[35,38],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":35,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":25,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":25,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":26,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":36,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":36,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":25,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":25,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":25,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":25,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":46,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":41,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":41,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":25,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":41,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":41,"\u90ae\u7f16":59,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":48,"\u90e8\u7f72kubernetes\u96c6\u7fa4":40,"\u90fd":33,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":44,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":26,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":33,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":32,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":33,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":38,"\u914d\u5408\u4f7f\u7528":47,"\u914d\u7f6e":62,"\u914d\u7f6e\u4e86\u7f51\u7edc":60,"\u914d\u7f6e\u51fa\u975e\u5e38\u590d\u6742\u7684\u7f51\u7edc":47,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":55,"\u914d\u7f6e\u5982\u4e0b":54,"\u914d\u7f6e\u6253\u5f00":41,"\u914d\u7f6e\u6570\u636e\u6e90":47,"\u914d\u7f6e\u6587\u4ef6":58,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":38,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":54,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":42,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":36,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":38,"\u914d\u7f6eapi":32,"\u914d\u7f6ekubectl":40,"\u9152\u5e97":33,"\u91c7\u6837\u5c42":60,"\u91c7\u7528":61,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":61,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":44,"\u91c7\u7528multi":25,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":49,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":30,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":56,"\u91cc\u7684\u65e5\u5fd7":42,"\u91cc\u901a\u8fc7train_list\u548ctest_list\u6307\u5b9a\u662f\u8bad\u7ec3\u6587\u4ef6\u5217\u8868\u548c\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":47,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":41,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":49,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":25,"\u9488\u5bf9\u6587\u672c":60,"\u94a9\u5b50\u4f1a\u68c0\u67e5\u672c\u5730\u4ee3\u7801\u662f\u5426\u5b58\u5728":37,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":27,"\u94fe\u63a5\u5f85\u8865\u5145":58,"\u9500\u552e":59,"\u9519\u8bef\u7387":58,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":25,"\u955c\u50cf\u91cc\u6709":49,"\u957f\u5ea6":25,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":36,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":36,"\u95ee\u9898":26,"\u95f4\u9694":58,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":44,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":44,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":33,"\u9664\u53bbdata\u5c42":58,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":54,"\u9664\u96f6\u7b49\u95ee\u9898":25,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":61,"\u968f\u673a\u6570\u7684\u79cd\u5b50":44,"\u968f\u673a\u6570seed":43,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":26,"\u9694\u5f00":56,"\u96c6":59,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":63,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":63,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":44,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":49,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":42,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":42,"\u96c6\u7fa4\u5de5\u4f5c":42,"\u96c6\u7fa4\u6d4b\u8bd5":43,"\u96c6\u7fa4\u8bad\u7ec3":43,"\u96c6\u7fa4\u8fdb\u7a0b":42,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":42,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":42,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":42,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":41,"\u9700\u8981\u4e0e":47,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":50,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":48,"\u9700\u8981\u542f\u52a8":47,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":50,"\u9700\u8981\u5728":42,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":49,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":39,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":56,"\u9700\u8981\u5bf9":48,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":25,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":62,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":33,"\u9700\u8981\u660e\u786e\u6307\u5b9a":44,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":48,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":50,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[44,47,60],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":38,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":33,"\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2a\u53c2\u6570":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":35,"\u9700\u8981import\u8fd9\u4e9b\u51fd\u6570":47,"\u9700\u8981python\u63a5\u53e3\u91cc\u5904\u7406shuffl":47,"\u975e\u5e38\u6570":38,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":38,"\u97f3\u4e50\u5267":59,"\u9875\u9762\u4e2d\u7684":37,"\u987a\u5e8f":33,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":60,"\u9884\u5904\u7406\u811a\u672c":62,"\u9884\u5b9a\u4e49\u7f51\u7edc":62,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":62,"\u9884\u6d4b\u540e":61,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":62,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":56,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":60,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":58,"\u9884\u6d4b\u811a\u672c\u662f":61,"\u9884\u6d4b\u9636\u6bb5":47,"\u9884\u6d4bid":58,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":62,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":54,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":54,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":56,"\u989d\u5916\u7684\u53c2\u6570":58,"\u9996\u5148":[3,26,33,36,38,54,56,58,61,62],"\u9996\u5148\u4e0b\u8f7dcifar":55,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":27,"\u9996\u5148\u5b89\u88c5paddlepaddl":62,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":38,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":38,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":63,"\u9a71\u52a8":39,"\u9a8c\u8bc1\u65b0\u7684":37,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":59,"\u9ad8\u4eae\u90e8\u5206":33,"\u9ad8\u53ef\u7528":48,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":36,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":25,"\u9ed1\u8272\u7535\u5f71":59,"\u9ed8\u8ba4":[3,44,63],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u9ed8\u8ba4\u4e0d\u663e\u793a":44,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":35,"\u9ed8\u8ba4\u4e3a0":[44,46],"\u9ed8\u8ba4\u4e3a1":[3,46],"\u9ed8\u8ba4\u4e3a100":46,"\u9ed8\u8ba4\u4e3a4096mb":44,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":60,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":35,"\u9ed8\u8ba4\u4e3anull":44,"\u9ed8\u8ba4\u4f7f\u7528\u591a\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u548c\u5206\u7c7b\u9519\u8bef\u7387\u7edf\u8ba1\u8bc4\u4f30\u5668":47,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":44,"\u9ed8\u8ba4\u503c":[27,32,46],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":35,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[25,28,42,62],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":62,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":33,"\u9ed8\u8ba4\u662f0":47,"\u9ed8\u8ba4\u662f1":47,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":62,"\u9ed8\u8ba4\u7684":49,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":46,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":42,"adamax\u7b49":58,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":58,"api\u5bf9\u6bd4\u4ecb\u7ecd":34,"api\u63a5\u53e3":48,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":25,"atlas\u7684\u8def\u5f84":27,"awselasticblockstore\u7b49":48,"batch\u4e2d\u5305\u542b":25,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":44,"batches\u6b21":44,"bin\u548c\u8bc4\u5206\u6587\u4ef6":60,"blas\u7684\u8def\u5f84":27,"bool\u578b\u53c2\u6570":3,"byte":25,"caoying\u7684pul":63,"case":[10,16,24,41],"class":[7,10,12,14,15,16,17,19,20,23,25,38,62],"cmake\u4e2d\u5c06":41,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":25,"cmake\u7f16\u8bd1\u65f6":27,"cmake\u914d\u7f6e\u4e2d\u5c06":41,"conf\u4f5c\u4e3a\u914d\u7f6e":63,"const":38,"container\u4e2d":49,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":25,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":46,"count\u548cgpu":46,"cpu\u7248\u672c":30,"cuda\u5e73\u53f0":30,"cuda\u5e93":44,"cudnn\u5e93":[27,44],"dat\u4e2d":60,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":50,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":33,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":33,"dataprovider\u662f\u88ab\u7cfb\u7edf\u8c03\u7528":47,"dataprovider\u662fpaddlepaddle\u7cfb\u7edf\u7684\u6570\u636e\u63d0\u4f9b\u5668":47,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,58],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"dataprovider\u8fd4\u56de\u7a7a\u6570\u636e":47,"dataprovider\u91cc\u5b9a\u4e49\u6570\u636e\u8bfb\u53d6\u51fd\u6570":47,"deb\u5b89\u88c5\u5305":30,"decay\u5219\u4e3a0":55,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":35,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":35,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":35,"decoer\u67b6\u6784":35,"default":[7,9,10,11,12,15,16,17,19,20,22,23,46,49,50,62],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":60,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":63,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":39,"docker\u7684\u5b98\u7f51":39,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":28,"dockers\u8bbe\u7f6e":28,"dropout\u7684\u6bd4\u4f8b":38,"elec\u6d4b\u8bd5\u96c6":58,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":58,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":35,"encoder\u8f93\u51fa":35,"entropy\u4f5c\u4e3acost":25,"evaluator\u7684\u503c\u4f4e\u4e8e0":63,"export":[25,28,30,55],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":3,"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":46,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":46,"final":[11,17,60],"float":[3,7,9,10,12,15,16,20,26,41,56,60],"float\u7b49":46,"function":[8,10,11,12,16,17,20,23,24,36,62],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":63,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":37,"github\u4e0a":37,"github\u5141\u8bb8\u81ea\u52a8\u66f4\u65b0":37,"github\u9996\u9875":37,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":41,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548ccpu\u901a\u4fe1":47,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":40,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":44,"gpu\u7248\u672c":30,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":61,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":25,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":62,"group\u6559\u7a0b":34,"gru\u6216lstm":36,"gru\u6a21\u578b":58,"gru\u6a21\u578b\u914d\u7f6e":58,"hot\u7a20\u5bc6\u5411\u91cf":60,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":39,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":3,"id\u4e3a0\u7684\u6982\u7387":58,"id\u4e3a1\u7684\u6982\u7387":58,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":44,"id\u6307\u5b9a\u7684gpu":46,"id\u65e0\u6548":44,"image\u91cc":49,"imdb\u6570\u636e\u96c6\u5305\u542b25":62,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":62,"imdb\u7684\u6570\u6910\u96c6":62,"import":[3,5,9,10,16,23,25,26,47,54,55,56,60,62,63],"include\u4e0b\u9700\u8981\u5305\u542bcbla":27,"include\u4e0b\u9700\u8981\u5305\u542bmkl":27,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"int":[3,7,9,10,11,12,15,16,17,20,24,33,38,46,58,60,61],"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":48,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":48,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":50,"job\u7684\u540d\u5b57":50,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":50,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":40,"kubernetes\u5355\u673a\u8bad\u7ec3":40,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":48,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":50,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":50,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":48,"kubernetes\u652f\u6301\u591a\u79cdvolum":48,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":49,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":48,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":33,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":33,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":32,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":35,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":38,"layer\u91cc\u9762\u53ef\u4ee5\u5b9a\u4e49\u53c2\u6570\u5c5e\u6027":47,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":27,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":27,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":27,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":27,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":46,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6216\u8005test":47,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":46,"long":[10,11,16,17,20],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":62,"lstm\u6a21\u578b":58,"lstm\u6a21\u578b\u914d\u7f6e":58,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":62,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":35,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":36,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":36,"memory\u53ea\u80fd\u5728":35,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":33,"memory\u6307\u5411\u4e00\u4e2alay":35,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":36,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":33,"memory\u7684":36,"memory\u7684\u521d\u59cb\u72b6\u6001":35,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":33,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":35,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":36,"memory\u7684i":35,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":35,"mkl\u7684\u8def\u5f84":27,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":27,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":63,"mode\u7684python\u51fd\u6570":63,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":60,"name\u662f\u4f53\u88c1":60,"name\u662f\u5e74\u9f84":60,"name\u662f\u6027\u522b":60,"name\u662f\u7535\u5f71\u540d":60,"name\u662f\u804c\u4e1a":60,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":50,"new":[10,16,20,24,38],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":48,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":63,"noavx\u7248\u672c":30,"normalization\u5c42":56,"normalization\u5c42\u7684\u53c2\u6570":56,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":28,"null":[10,38,44,60],"num_gradient_servers\u53c2\u6570":50,"openblas\u7684\u8def\u5f84":27,"operator\u7684\u6982\u5ff5":47,"out\u4e0b\u5305\u542b":55,"out\u7684\u6587\u4ef6\u5939":55,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":33,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":50,"packages\u91cc\u9762":25,"packages\u91cc\u9762\u7684python\u5305":25,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":63,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":33,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":25,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":49,"paddle\u7684dock":49,"paddle\u7684docker\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":28,"paddle\u955c\u50cf":49,"paddlepaddle\u4e2d":[32,35],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":62,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":33,"paddlepaddle\u4e66\u7c4d\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":28,"paddlepaddle\u4e66\u7c4d\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":28,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":58,"paddlepaddle\u4f7f\u7528\u5747\u503c0":25,"paddlepaddle\u4f7f\u7528avx":25,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":26,"paddlepaddle\u5305\u62ec\u5f88\u591a\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u8d77":47,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":27,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":58,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":33,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":38,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":33,"paddlepaddle\u591a\u673a\u91c7\u7528\u7ecf\u5178\u7684":47,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":3,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":58,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":26,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":26,"paddlepaddle\u5c06train":3,"paddlepaddle\u63d0\u4f9b\u4e86\u57fa\u4e8e":47,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":26,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":30,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":29,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":27,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":26,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":25,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":25,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6":47,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":26,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":25,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":39,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":39,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":29,"paddlepaddle\u7684bas":38,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":29,"paddlepaddle\u7684trainer\u8fdb\u7a0b\u91cc\u5185\u5d4c\u4e86python\u89e3\u91ca\u5668":47,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":33,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":28,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":25,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":58,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":35,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":35,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":50,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":44,"pass\u5230":63,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":44,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":44,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":44,"passes\u8f6e":44,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":46,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":44,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":44,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":44,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":44,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":62,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":62,"period\u6574\u9664":44,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":44,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":48,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":48,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":55,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":58,"pserver\u8fdb\u7a0b\u7528\u4e8e\u534f\u8c03\u591a\u4e2atrainer\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1":47,"public":[38,49,62],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,25,36,47,58,60],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":25,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":26,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":38,"python\u811a\u672c\u91cc\u5b9a\u4e49\u4e86\u6a21\u578b\u914d\u7f6e":47,"query\u6539\u5199":63,"rate\u4e3a0":63,"rate\u4e3a5":63,"rate\u88ab\u8bbe\u7f6e\u4e3a0":55,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":50,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":59,"resnet\u6a21\u578b":57,"return":[3,10,11,16,17,19,20,22,23,26,33,36,38,50,56,58,60],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":33,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":33,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":35,"rnn\u6a21\u578b":58,"rnn\u76f8\u5173\u6a21\u578b":40,"rnn\u914d\u7f6e":34,"search\u7684\u65b9\u6cd5":44,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":33,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":35,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":44,"sh\u6765\u8bad\u7ec3\u6a21\u578b":55,"sh\u8c03\u7528\u4e86":56,"short":[10,11,16,17],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":25,"size\u4e3a1":63,"size\u4e3a50":63,"size\u4e3a512":44,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":25,"size\u5927\u5c0f\u4e3a128":62,"size\u662f3":63,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":25,"size\u7684\u503c":3,"softmax\u5c42":54,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":38,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":25,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":61,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":28,"ssh\u8fdb\u5165\u5bb9\u5668":28,"static":10,"step\u51fd\u6570\u4e2d\u7684memori":35,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":35,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":32,"super":38,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":63,"tflops\u4e86":41,"trainer\u8fdb\u7a0b\u4f1a\u8c03\u7528dataprovider\u51fd\u6570\u8fd4\u56de\u6570\u636e":47,"trainer\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u89e3\u91ca\u5668\u6267\u884cpython\u811a\u672c":47,"true":[7,9,10,11,12,15,16,17,19,20,23,24,25,33,36,38,46,50,56,60,61,62,63],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"try":[12,24,25,60],"type\u662fon":60,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":29,"ubuntu\u90e8\u7f72paddlepaddl":29,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":44,"utf8\u7f16\u7801":54,"uts\u7b49linux":48,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":27,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":62,"vocab\u505a\u4e3a\u5b57\u5178":62,"void":38,"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":48,"w0\u548c":56,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":56,"while":[7,9,15,20,24,50,63],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":33,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":33,"x\u548cwindow":28,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":28,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":50,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":50,"zero\u4e09\u79cd\u64cd\u4f5c":44,AGE:49,AWS:[48,51,52],Abs:6,And:[9,10,12,16,24],But:[10,11,16,17,25],EOS:[10,16],For:[5,8,9,10,12,16,20,23,24,30,41],NFS:48,Not:23,One:[9,10,11,17],QoS:49,TLS:23,That:[10,16,20,24],The:[3,7,8,9,10,11,12,14,15,16,17,20,22,23,24,38,50,58,60,61,63],Their:[10,16],Then:[10,60],There:[9,10,16,22,23],Use:[23,24],Used:[11,17],Using:62,WITH:37,Will:20,With:[10,11,16,17],Yes:28,___embedding_0__:50,___embedding_1__:50,__init__:38,__list_to_map__:60,__main__:[5,56],__meta__:60,__name__:[5,56],__regression_cost_0__:50,__rnn_step__:36,_link:[11,17],_proj:[10,16],_recurrent_group:36,_res2_1_branch1_bn:56,_source_language_embed:[36,54],_target_language_embed:[36,54],abc:[10,16],abl:[10,16,23],about:[10,11,16,17,61,63],abov:[3,10,16,23,41],abs:[11,17],accept:[20,23,24,61],access:[10,11,17,23],accord:[9,10,16],accrod:[11,17],accuraci:9,acl:62,aclimdb:62,aclimdb_v1:20,across:[10,16],act:[10,11,16,17,25,26,33,36,47],act_typ:58,activ:[4,10,11,16,17,21,47,58],activi:[11,17],actual:[10,16],adadelta:[12,25,58],adagrad:[12,58],adam:[12,23,58,62],adamax:12,adamoptim:[47,54,58,62,63],adapt:[9,12],add:[10,11,16,17,20,37,60],add_input:38,add_test:38,add_to:[10,16],add_unittest_without_exec:38,addbia:38,added:9,addit:[10,11,16,17],addrow:38,addto:10,addtolay:[10,16],adversari:24,affect:[10,16],afi:3,after:[10,16],again:23,age:[50,60],agg_level:[10,16,32,33],aggregatelevel:[10,16,32,33],aircraft:63,airplan:55,aistat:[10,16],alex:[10,16,62],alexnet_pass1:46,alexnet_pass2:46,algo_hrnn_demo:33,algorithm:[10,12,16,54,62,63],align:[10,11,16,17,20,63],all:[3,7,9,10,12,15,16,22,23,35,50,60,61,62],alloc:[7,15],allow:[23,58],allow_only_one_model_on_one_gpu:[43,44,46],almost:[11,17],alreadi:[25,30],also:[9,10,11,16,17,23,24,41,58],alwai:[10,11,16,17,24,50],amazon:49,ambigu:24,amd64:48,amend:37,analysi:[61,62],ani:[10,11,16,17,20,23,24],annot:61,annual:61,anoth:[10,16,23],anyth:[20,24,61],api:[16,20,23,41,47,50,53,62],api_pydataprovider2_sequential_model:8,api_trainer_config:60,apiserv:48,apivers:[48,49,50],apo:63,append:[3,24,33,36,50,60],appleyard:41,appli:[10,11,16,17],applic:[41,49],approach:[10,16,58],apt:[30,55],arbitrari:10,architectur:63,arg:[3,8,9,10,11,12,16,17,20,25,26,28,50,55,56,58,60,61,62],arg_nam:[10,16],argpars:50,args_ext:50,argument:[3,8,10,16,20,50,58,60,61],argumentpars:50,argv:56,around:[3,10,16],arrai:[5,10,16,20,22,24,56],arxiv:[10,11,16,17,62],assert:5,assign:10,associ:61,assum:[10,16],astyp:24,async:[12,43],async_count:[43,44],async_lagged_grad_discard_ratio:44,async_lagged_ratio_default:[43,44],async_lagged_ratio_min:[43,44],atla:27,atlas_root:27,attenion:[11,17],attent:[10,11,17,63],attr:[7,11,15,16,17],attribut:[4,10,11,16,17,21],auc:[9,43],author:48,authorized_kei:42,auto:[38,41],automat:[10,16,23,63],automaticli:[10,16],automobil:55,averag:[9,10,12,16,19,61],average_test_period:[43,44,61],averagepool:[10,16],avg:[13,41,58],avgcost:[9,58,60,62,63],avgpool:[10,16,32,58],avoid:41,avx:28,await:49,awar:23,azur:48,b2t:54,b363:49,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:49,backward:[10,11,14,16,17,38],backward_first:36,backwardactiv:38,bag:58,baidu:[10,16,37,49],balasubramanyan:62,bank:61,bardward:[11,17],bare:[48,49],barrierstatset:41,base:[6,12,16,17,19,20,23],baseactiv:[10,11],basematrix:38,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,60],bash:[28,39,49,50],basic:10,batch:[9,10,11,12,16,17,20,22,23,26,42,49,50,55,56,58,60,62,63],batch_0:56,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:24,batch_siz:[12,20,22,25,26,42,47,54,55,58,60,62,63],batchsiz:[10,16,38],bcd:[10,16],beam:[10,36,63],beam_gen:[10,36],beam_search:[35,36],beam_siz:[10,36,43,44,46],beamsiz:63,becaus:[10,16,23,24,33],been:61,befor:[10,11,16,17,24,25,60],begin:[9,10],beginiter:[22,23],beginn:36,beginpass:[22,23],begintrain:23,being:24,belong:[10,16],below:[10,16,24],benefit:[11,17],bengio:[10,16],bertolami:62,besid:[10,16],best:[8,10,16,60],best_model_path:61,besteffort:49,beta1:12,beta2:12,beta:56,better:[10,11,16,17],between:[10,12,16,63],bgr:56,bi_lstm:[11,17],bia:[10,11,12,16,17,38,47,56],bias:[10,16],bias_attr:[10,11,16,17,25,26,33,36],bias_param:25,bias_param_attr:[11,17],biases_:38,biasparameter_:38,biassiz:38,bidi:49,bidirect:[11,17,61,62],bidirectional_lstm_net:62,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:41,bin:[28,30,42,48,49,50,60],binari:[9,10,16,20,58],bird:55,bitext:63,blank:[10,16],bleu:63,block:[10,16],block_expand:10,block_i:[10,16],block_x:[10,16],bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:62,bool:[7,9,10,11,12,15,16,17,19,20,38,44,46,58,60,62],boot:[10,35,36],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,33,36],boot_with_const_id:10,bos_id:[10,36],both:[7,10,11,14,15,16,17,23],bottom:58,bow:58,branch:[10,16,23,37],brelu:6,brendan:62,browser:28,bryan:62,buf_siz:20,buffer:[20,24],buffered_read:24,build:[28,50,51,52,63],build_and_instal:28,build_doc:39,built:41,bunk:62,cach:[25,58,60,61],cache_pass_in_mem:[3,25,58,60,61],cachetyp:[3,25,58,60,61],calc_batch_s:[3,61],calcul:[9,10,11,12,16,17],call:[10,11,16,17,23,41,50,58],callabl:[10,20],callback:38,calrnn:33,caltech:55,can:[7,8,9,10,11,15,16,17,20,23,24,41,58],can_over_batch_s:[3,61],candid:[10,16],caption:63,card:42,care:[11,17,24],cat:[28,50,55,56,62],categori:[10,16,58],categoryfil:49,ccb2_pc30:63,cde:[10,16],ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17],ceph:48,certif:[23,48],cfg:49,chain:20,chanc:23,chang:[10,24,62],channel:[10,16,41],char_bas:60,check:[3,20,25,30,37,38,44],check_align:20,check_eq:38,check_fail_continu:3,check_l:38,check_sparse_distribution_batch:[43,44],check_sparse_distribution_in_pserv:[43,44],check_sparse_distribution_ratio:[43,44],check_sparse_distribution_unbalance_degre:[43,44],checkgrad:44,checkgrad_ep:44,checkout:37,chunk:9,chunk_schem:9,chunktyp:9,cifar:55,cifar_vgg_model:55,claimnam:50,clang:37,class1:62,class2:62,class_dim:62,classic:[10,16],classif:[10,16,58,62,63],classifi:[9,56],classification_cost:[25,33,47,55,58],classification_error_evalu:[58,62,63],classification_threshold:9,clean:25,client:48,clip:[7,12,15,44,58],clock:[10,16],clone:28,close:[3,24],cluster:[23,42,48,50],cluster_train:42,cmake:[25,27,39,41],cmakelist:38,cna:[10,16],cnn:[49,58],code:[3,5,16,20,23,24,28,37,38,49,60],coded_stream:25,codedinputstream:25,coeff:[10,16],coeffici:[10,16],collect:[10,16,22],collectbia:38,color:[55,56],column:[9,10,16,24],com:[10,11,16,17,20,28,30,37,48,49,56],combin:[10,11,16,17,20,60],command:[38,46,49,50,51,52],commandlin:[41,50],comment:[11,17,20,33,50,58],commit:49,common_util:[42,60],compil:30,complet:[10,11,16,17,20,22,49,50],complex:[11,17,24],complic:[10,16],compos:[20,23],composenotalign:20,comput:[10,11,16,17,23,61,62],conat:16,conat_lay:10,concat:[10,63],concat_lay:36,concaten:[11,17],concept:23,concern:23,condit:[10,16,49],conf:[5,10,16,25,33,42,50,54,56,63],conf_paddle_gradient_num:50,conf_paddle_n:50,conf_paddle_port:50,conf_paddle_ports_num:50,conf_paddle_ports_num_spars:50,config:[7,10,11,15,16,17,26,38,42,43,44,46,47,48,49,50,55,58,60,61,62,63],config_:44,config_arg:[43,44,46,56,58,61,62],config_bas:[16,17,22],config_fil:61,config_gener:[42,60],config_lay:38,config_pars:[5,38],configprotostr:25,configur:[8,10,16,38,54,56,63],confront:63,conll05st:61,conll:61,connect:[11,17,49,58],connectionist:[10,16,62],connor:62,consequ:[10,11,16,17],consid:[9,10,12,16],consider:[11,17],consist:[10,16,24],construct:[23,60],construct_featur:60,contain:[3,8,9,10,11,16,17,19,20,23,49,50,58],context:[3,10,11,16,17,36,48],context_attr:[11,17],context_len:[10,11,16,17,58,60],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,60],context_start:[10,11,16,17,58],contrast:[10,16],control:[7,15,49,63],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:23,convert:[3,5,20,24,58,60],convlay:[10,16],convolut:[10,11,16,17,47],convoper:[10,16],convtranslay:[10,16],copi:[23,60],core:[7,15],corpora:63,corpu:61,correct:[9,10,16],correctli:[9,20],correspoind:23,correspond:23,corss_entropi:23,cos:[10,16],cos_sim:60,cosin:[10,16],cost:[12,23,26,47,60,62,63],cost_id:10,could:[9,10,16,20,22,23,24],couldn:30,count:[24,41,44,46,49,60,61,62,63],cpickl:60,cpp:[25,33,37,38,41,50,58,60,63],cpu:[3,7,10,15,16,28,30,41,46,49,50,61],cpuinfo:28,crash:41,creat:[7,10,15,16,20,23,38,49,50],create_bias_paramet:38,create_input_paramet:38,createfromconfigproto:5,creator:20,cretor:20,crf:[10,61],crf_decod:10,critic:62,crop:56,crop_siz:56,cross:[10,16,25,58],cross_entropi:[16,23],cross_entropy_with_selfnorm:16,crt:48,csc:38,cslm:63,csr:38,ctc:10,ctc_layer:9,ctest:28,ctrl:[42,60],ctx:61,ctx_0:61,ctx_0_slot:61,ctx_n1:61,ctx_n1_slot:61,ctx_n2:61,ctx_n2_slot:61,ctx_p1:61,ctx_p1_slot:61,ctx_p2:61,ctx_p2_slot:61,cub:55,cuda:[30,41,42,44],cuda_dir:[43,44],cuda_so:[25,28],cuda_visible_devic:25,cudaconfigurecal:41,cudadevicegetattribut:41,cudaeventcr:41,cudaeventcreatewithflag:41,cudafre:41,cudagetdevic:41,cudagetdevicecount:41,cudagetdeviceproperti:41,cudagetlasterror:41,cudahostalloc:41,cudalaunch:41,cudamalloc:41,cudamemcpi:41,cudaprofilerstart:41,cudaprofilerstop:41,cudaprofilestop:41,cudaruntimegetvers:41,cudasetdevic:41,cudasetupargu:41,cudastreamcr:41,cudastreamcreatewithflag:41,cudastreamsynchron:41,cudeviceget:41,cudevicegetattribut:41,cudevicegetcount:41,cudevicegetnam:41,cudevicetotalmem:41,cudnn:[10,16,19],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[43,44],cudnn_dir:[43,44],cudnnv5:27,cudrivergetvers:41,cuinit:41,cumul:[10,16],curl:48,current:[3,10,12,16,48,58],current_word:36,currentcost:[9,58,60,62,63],currentev:[9,58,60,62,63],curv:23,custom:23,custom_batch_read:24,cyclic:[10,16],dalla:3,dan:61,darwin:48,dat:[20,42,60],data:[3,8,11,12,17,22,23,25,30,33,42,43,47,49,50,51,54,55,56,58,60,61,62,63],data_config:5,data_dir:[54,55,62,63],data_feed:20,data_fil:26,data_initialz:58,data_lay:[3,9,25,26,33,36,47,55,58,60,61],data_nam:20,data_provid:8,data_read:[20,24],data_reader_creator_random_imag:24,data_sourc:8,data_typ:[16,20],datadim:[10,16],datalay:[10,16],dataprovid:[2,8,25,26,36,42,47,50,58,60,61],dataprovider_:58,dataprovider_bow:58,dataprovider_emb:58,dataproviderconvert:5,datasci:[10,16],dataset:[24,56,58,59,62,63],datasourc:[4,60],date:61,db_lstm:61,dcudnn_root:27,deb:30,decai:12,decid:[23,24],declar:[10,11,16],decod:[10,11,16,17,35,36,63],decoder_boot:36,decoder_group_nam:36,decoder_input:36,decoder_mem:36,decoder_prev:[11,17],decoder_s:36,decoder_st:[11,17,36],deconv:[10,16],deconvolut:[10,16],decor:[3,20],deep:[10,16,41,55,56],deer:55,def:[3,5,10,16,20,23,24,25,26,33,36,38,50,56,58,60,61],defalut:[10,16],default_decor:50,default_devic:46,default_valu:46,defin:[3,8,9,10,11,16,17,20,23,24,25,58,60],define_py_data_sources2:[3,8,25,26,47,55,56,58,60],defini:63,definit:[20,54],degre:[10,16],del:60,delar:58,delimit:[9,60],demo:[5,10,36,42,49,51,54,55,56,58,60,62,63],dens:[10,16,20,60],dense_vector:[3,5,16,20,26,60],dense_vector_sequ:20,deriv:[14,23],descent:[10,12,16],describ:[23,49,58],descript:50,design:[10,16,20],desir:49,detail:[7,10,11,12,15,16,17],detect:9,determin:[10,16,20],dev:[25,28,55,60,63],develop:[37,63],deviat:[7,15],devic:[7,15,25,28,46],deviceid:46,devid:[10,16],dez:62,dfs:11,dict:[3,8,25,33,50,58,60,62,63],dict_dim:[25,33,62],dict_fil:[9,33,36,58,61],dict_nam:8,dictionai:58,dictionari:[3,8,9,10,20,22,23,25,58,63],dictrionari:58,dictsiz:63,differ:[8,9,10,16],digit:[10,16],dim:[20,38,54,62],dimens:[10,14,16,19,20,25,58],dimes:[10,16],din:60,dir:[42,50,56,60,61,62,63],direct:[10,11,16,17],directli:[11,17],directori:[41,49],disabl:25,discard:[20,44],discount:[10,16],discuss:23,disput:63,dist_train:23,distanc:9,distribut:[10,16,44,51,52],distribute_test:[43,44],disucss:23,divid:12,diy_beam_search_prob_so:[43,44],dmkl_root:27,do_forward_backward:24,doc:[5,11,17,20,28,39,50],doc_cn:39,docker:[25,28,49,50,51,52],docker_build:23,docker_push:23,dockerfil:[28,50],dockerhub:28,document:[11,17],documentari:3,doe:[11,17,24],doesn:[7,10,15,20,23,24],dog:[55,56],don:[11,17,23,24],done:[10,11,16,17,41,50],dot:63,dot_period:[44,46,50,55,60,62,63],dotmuloper:[10,16],dotmulproject:[10,16],doubl:44,down:41,download:[20,49],download_cifar:55,doxygen:37,dpkg:30,dpython_execut:25,dpython_include_dir:25,dpython_librari:25,drop_rat:[7,15,47],dropout:[7,10,15,16],dropout_lay:10,dropout_r:[11,17],drwxr:49,dso_handl:30,dtoh:41,dtype:[5,26,56],dubai:63,due:60,dure:[3,10,16,58,63],dwith_gpu:27,dwith_profil:41,dwith_tim:41,dynam:[3,24],dynamic_cast:38,each:[3,9,10,16,19,20,22,24,58,60],each_feature_vector:14,each_meta:60,each_pixel_str:3,each_sequ:[10,16,32,33],each_time_step_output:14,each_timestep:[10,16,32],each_word:3,eaqual:[10,16],eas:[20,24],easi:24,easier:[23,24],easili:[23,24],ec2:48,echo:[25,28,60,62],edit:9,editor:37,edu:[20,49,55],efg:[10,16],either:[10,16,20,22,23,58],electron:49,elem_dim:[10,16],element:[9,10,11,16,17,20,22,24],elif:[23,60],els:[10,23,28,33,38,56,58,60],emac:37,emb1:33,emb2:33,emb:[25,33,49,58],emb_group:33,emb_sum:25,embed:[10,23,54,60,62],embedding_lay:[25,33,36,58,60],embedding_nam:36,embedding_s:36,empir:[10,16],emplace_back:38,empti:[9,20,26],enabl:[7,15,41],enable_grad_shar:[43,44],enable_parallel_vector:44,enc_proj:[11,17,36],enc_seq:[11,17],enc_vec:36,encod:[11,17,33,63],encoded_proj:[11,17,36],encoded_sequ:[11,17,36],encoded_vector:36,encoder1:33,encoder1_expand:33,encoder1_rep:33,encoder2:33,encoder2_rep:33,encoder_last:10,encoder_proj:36,encoder_s:36,end:[9,10,16,24,36,61,62],end_pass:23,enditer:[22,23],endpass:[22,23],endtrain:23,english:[10,16,63],ensembl:[11,17],entir:[10,11,16,17],entri:20,entropi:[10,16,58],enumer:[10,14,25,58,60],env:[25,37,50],environ:[23,25,41,49],eol:37,eos:10,eos_id:[10,16,36],epsilon:12,equal:[10,11,12,16,17,33],equat:[10,11,12,16,17],equival:[10,16,23],error:[7,9,10,12,15,16,23,25,44,58,60,62,63],error_clipping_threshold:[7,15,33],errorr:9,especi:[11,17],essenc:23,essenti:[10,23],estim:[10,16,23],eta:49,etc:[12,20,24,63],eth0:[42,47,50],eval:[9,58,60,62,63],eval_bleu:63,evalu:[4,10,16,41,42,47,60,62,63],evaluate_pass:62,evaluator_bas:9,even:[23,24],event:49,event_handl:23,everi:[9,10,11,17,20,23],exactli:[9,10,11,16,17],exampl:[8,9,10,11,12,16,17,20,22,24,56,58],exc_path:25,exceed:10,except:60,excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exe:48,exist:[23,24,62],exit:49,exp:6,expand:[10,32],expand_a:[10,16,32,33],expand_lay:33,expand_level:[10,16,32],expandconvlay:[10,16],expandlevel:[10,16,32],expect:[10,16],explain:9,explan:[10,16],explicit:38,explicitli:23,explor:10,exponenti:14,express:23,extend:60,extens:12,extra:[10,11,15,16,17],extraattr:[7,15,46,47],extraattribut:[16,17],extraattributenon:16,extract:[10,16,54,56,61],extract_fea_c:56,extract_fea_pi:56,extralayerattribut:[7,10,11,15,33],extralayeroutput:11,extrapaddl:17,extrem:10,f1205:25,f120da72:49,fa0wx:49,fabric:42,facotr:[10,16],factor:[7,10,12,15,16],fail:[25,30,44,49],fake_imag:24,fals:[7,9,10,11,12,15,16,17,20,24,25,26,33,36,38,46,49,54,58,60,61,62,63],false_label:24,false_read:24,faq:53,fast:[10,16,41],faster:[10,11,16,17],fbd1f2bb71f4:49,fc1:[38,46],fc2:46,fc3:46,fc4:46,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[25,26,33,46,47,58,60],fc_layer_nam:11,fc_name:17,fc_param:25,fc_param_attr:[11,17],fclayer:38,fdata:[33,61],fea:56,fea_output:56,feat:62,featur:[3,10,14,16,20,37,56,58,60,61],feature_a:25,feature_b:25,feature_map:60,feed:[11,17,20,22,23],feeder:20,fernan:62,festiv:3,fetch:20,few:24,fewer:10,fg0:[10,16],field:[10,16,22,60],figur:[23,54,63],file1:63,file2:63,file:[3,9,10,16,20,23,24,56,58,59,60,62,63],file_list:3,file_nam:[26,33,56,58,61],filenam:[3,25,60],filer:[10,16],fill:[10,16,58],filter:[10,16],filter_s:[10,11,16,17,47],filter_size_i:[10,16],find:[10,12,30],fine:[7,15],finish:49,first:[10,16,20,23,58,60],first_seq:36,firstn:20,firstseen:49,fit:20,fix:[7,15],flexiabl:24,flexibl:[10,11,17,23],flight:63,float32:[5,20,24,26,56],floor:[10,16],fly:58,folder:63,follow:[9,10,11,12,16,17,20,23,24,51,52,60],forbid:23,forget:[12,23],form:[11,12,17],format:[9,37,38],former:23,formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,38],forwardactiv:38,forwardtest:5,found:[10,16],frame:9,framework:[23,58],french:63,frequenc:20,frequent:24,frog:55,from:[3,5,10,11,16,17,20,22,24,25,26,28,35,41,47,49,54,55,58,60,61,62,63],from_sequ:32,from_timestep:[10,16,32],fromfil:[24,26,56],fulfil:41,full:[10,16],full_matrix_project:[11,17,33,36,47],fulli:58,fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnectedlay:38,func:[3,20],further:10,fusion:60,gain:[10,16],gamma:56,gan:23,gate:[10,11,16,17],gate_act:[10,11,16,17,33],gate_recurr:[10,16],gather:[10,60],gauss:[7,15],gce:48,gcepersistentdisk:48,gdebi:30,gen:[10,63],gen_conf:63,gen_data:63,gen_result:63,gen_trans_fil:36,gender:[50,60],gener:[3,9,10,11,16,17,20,22,23,24,41,46,50,54,58,63],generatedinput:[35,36],genr:[50,60],gereat:9,get:[3,10,11,16,17,30,38,49,55,58,60,61,62],get_batch_s:61,get_best_pass:62,get_config_arg:[46,58,60,62],get_data:[49,58,61],get_imdb:62,get_input_lay:38,get_model:56,get_output_attr:17,get_output_layer_attr:11,get_sample_from_lin:25,get_word_dict:20,getbatchs:38,getenv:[23,50],gethostbynam:50,gethostnam:50,getidmap:50,getinput:38,getinputgrad:38,getinputvalu:38,getoutputgrad:38,getoutputvalu:38,getparameterptr:38,getpodlist:50,getsiz:38,gettranspos:38,getw:38,getweight:38,getwgrad:38,gildea:61,gist:[11,17],git:[28,37],github:[10,11,16,17,28,30,56],give:3,given:[20,22,24,58],global:[7,12,15,23,41,60],global_learning_r:[7,15],globalstat:41,globalstatinfo:41,globe:3,glusterf:48,goe:[10,11,16,17],good:[10,16,24],goodfellow13:[10,16],googl:[23,25],googleapi:48,gpu:[7,10,12,15,16,19,25,28,30,41,46,56,61,62,63],gpu_id:[25,44,46],gpugpu_id:43,grad:44,grad_share_block_num:[43,44],gradient:[7,9,10,12,15,16,44,50,58],gradient_clipping_threshold:[7,12,15,58,62],gradient_serv:47,gradientmachin:[5,50,60,63],gradientserv:47,gram:54,graph:10,grave:62,greater:[10,16],grep:[28,62],groudtruth:36,ground:[9,10,16,63],group:[11,17],group_id:60,group_input:[33,36],grouplen:59,gru:[10,16,58],gru_attr:17,gru_bias_attr:[11,17],gru_decod:36,gru_decoder_with_attent:36,gru_encoder_decod:[54,63],gru_layer_attr:11,gru_memori:[11,17],gru_siz:58,gru_step:[17,36],gru_step_lay:[11,36],grumemori:[11,17,36],gserver:[10,38],gsizex:41,guid:49,gur_group:[11,17],gzip:49,hadoop:23,handl:[23,24],handwrit:62,harvest:58,has:[10,11,12,16,17,23,41,58,61],hassubseq:33,have:[9,10,11,16,17,20,23,24],head:62,header:[26,56,60],height:[10,16,20,24,38],hello:23,help:5,helper:[8,10,11,16,17],here:[7,10,11,15,16,17,20,23,24],heurist:[10,63],hidden1:47,hidden2:47,hidden:[10,11,16,17,25,60],hidden_a:25,hidden_b:25,hidden_dim:33,hidden_s:[11,17,60],hierach:35,hierarch:[10,16,33],high:[7,15],highest:20,him:23,hint:5,hl_dso_load:30,hl_get_sync_flag:38,hold:23,home:[42,49,50],hook2:33,hook:[33,60,61],horizont:[10,16],hors:55,horst:62,host:[42,49],hostnetwork:50,hostpath:[48,49,50],hot:58,hous:[3,20],how:[7,10,15,16,23],howardjohnson:33,howev:[11,17,24],howto:50,html:[20,39,55],htod:41,http:[10,11,16,17,20,28,30,37,48,49,55,56,59,63],huber:[10,16],huge:[10,16],huina:62,hyper:[10,16],hyperplan:20,i0601:60,i0706:63,i0719:63,i1116:50,i1117:41,ib0:42,icwsm:62,id_input:[9,36],idea:[10,16,24],identityoffsetproject:[10,16],identityproject:[10,16],idmap:50,ids:[9,10,16,22,25,58,60],idx:38,ieee:62,ignor:[3,9],ijcnlp:62,ilsvrc:56,imag:[19,20,23,24,49,50,51,52,55,56,63],image_a:24,image_b:24,image_classif:55,image_fil:24,image_lay:24,image_list_provid:56,image_nam:23,image_path:24,image_provid:55,image_reader_cr:24,image_s:56,imagepullpolici:50,imageri:[10,16],images_reader_cr:24,imdber:62,img:[3,10,16,47,55],img_conv:17,img_conv_lay:11,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:55,imgsiz:41,imgsizei:41,imgsizex:41,immutable_paramet:23,implement:[10,11,12,16,17,20],importerror:60,inarg:5,inc_path:25,includ:[10,11,16,17,23,41],incorrect:[10,16],increas:25,incupd:38,inde:[20,24],independ:[10,16],index:[9,10,16,19,20,33,39,60],indexslot:10,indic:[9,10,16],infer:23,infiniband:42,info:[9,10,16,33,38,42,50],inform:9,ininst:23,init:[7,15,38,50,60,61],init_hook:[33,58,60,61],init_hook_wrapp:8,init_model_path:[43,44,46,54,58,61],initi:[3,7,10,15,16,44,58],initial_max:[7,15,25],initial_mean:[7,10,15,16,25],initial_min:[7,15,25],initial_std:[7,10,15,16,25],initpaddl:5,inlcud:[11,17],inner:[25,33],inner_:33,inner_mem:33,inner_param_attr:[11,17],inner_rnn_output:33,inner_rnn_st:33,inner_rnn_state_:33,inner_step:33,inner_step_impl:33,input1:[10,11,16,17],input2:[10,16],input:[3,9,10,11,14,16,17,19,20,22,24,25,26,32,33,35,36,38,46,47,50,54,55,58,60,61,63],input_data:38,input_data_target:38,input_featur:14,input_fil:[26,61],input_hassub_sequence_data:38,input_id:[10,16],input_imag:[11,17,55],input_index:38,input_label:38,input_lay:[10,38],input_nam:23,input_sequence_data:38,input_sequence_label:38,input_sparse_float_value_data:38,input_sparse_non_value_data:38,input_t:38,input_typ:[25,26,33,36,58,60],inputdef:38,inputlayers_:38,inputtyp:20,insid:[9,10,16,24],instal:[25,30,37,42,49,55,60],instanc:[10,12,16],instead:[10,16,19,24],int32:[44,47],integ:[3,9,10,16,20,58],integer_sequ:25,integer_valu:[3,20,25,33,58],integer_value_sequ:[3,20,33,36,58,61],integer_value_sub_sequ:33,integr:61,inter:[10,16],intercept:[10,16],interfac:[7,10,11,15,16,17,42],intergr:[10,16],intern:[10,11,17,20],interpol:10,interpret:9,invalid:24,invok:[3,10,41,60],iob:9,ioe:9,ip_str:50,ipc:48,ips:50,ipt:[10,16,25,33,36],ipython:23,is_async:12,is_gener:[10,54,63],is_kei:60,is_layer_typ:10,is_predict:[58,60,62],is_seq:[10,36,60],is_sequ:60,is_stat:[7,15],is_test:[56,61,62],is_train:3,isinst:5,ispodallrun:50,isspars:38,item:[10,16,20,24,50],iter:[3,10,11,12,17,20,22,23,24],its:[3,9,10,11,16,17,23,30,41],itself:[11,17],jeremi:41,jie:[61,62],jmlr:[10,16],job:[9,42,43,44,46,48,50,56,58,61,62,63],job_dispatch_packag:42,job_mod:54,job_nam:50,job_namespac:50,job_path:50,job_path_output:50,job_workspac:42,jobnam:50,jobpath:50,jobselector:50,johan:62,join:33,joint:63,jointli:[11,17,63],journal:[61,62],jpg:56,json:[42,49,60],jth:[11,17],jupyt:28,just:[9,10,11,14,16,17],jypyt:23,k8s:50,k8s_data:50,k8s_job:23,k8s_token:23,k8s_train:50,k8s_user:23,kaim:[10,16],kaimingh:56,kebilinearinterpbw:41,kebilinearinterpfw:41,keep:[10,16],kei:[3,41,48,50,60],kernel:[10,16],key1:44,key2:44,keyword:50,kind:[23,48,49,50],kingsburi:61,know:[11,17,23],kriz:[20,55],ksimonyan:[11,17],kube:48,kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeadm:48,kubectl:[48,49,50],kubernet:[23,40,42,50,51,52],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,20,33,58,60,61],l1_rate:[7,15],l2_rate:[7,15],l2regular:[47,55,58,62],label:[3,9,10,12,16,20,22,24,25,26,33,47,49,55,56,58,60,61,62],label_dict:61,label_dim:[10,16,33,58],label_fil:[24,61],label_lay:[10,24],label_list:61,label_path:24,label_slot:61,labeledbow:62,labelselector:50,lag:44,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,54],larg:[19,63],larger:[7,9,10,12,15,16],last:[9,10,11,16,17,32,33],last_seq:33,last_time_step_output:10,lastseen:49,later:58,latest:[10,16,25,49,50],launcher:23,layer1:[10,11,16,17,32],layer2:[10,16,32],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,24,32,35,36,38,47,56,58,60,61],layer_0:38,layer_attr:[10,16,36,46,47],layer_num:[46,56],layer_s:[10,16],layer_typ:[10,16],layerbas:38,layerconfig:38,layergradutil:38,layermap:38,layeroutput:[9,11,47,60],layers_test:25,lbl:[9,55],ld_library_path:[30,42],learn:[7,9,10,11,12,15,16,17,23,24,28,41,55,56,61,62,63],learnabl:[10,16],learning_method:[12,26,47,54,55,58,60,62,63],learning_r:[7,12,15,25,26,47,54,55,58,60,62,63],least:[9,10,16],lecun:20,left:[10,16],leman:63,len:[3,10,16,33,36,38,50,58,60,61],length:[10,11,16,17,20,49],less:[10,16,23],less_than:23,let02:49,let:[10,16,23],level:[7,10,15,16,35],lib64:[25,28,30,42,44],lib:[27,30],lib_path:25,libcuda:[25,28],libjpeg:55,libnvidia:[25,28],libprotobuf:25,librari:[10,16,30,42,44],like:[9,10,16,24,56],limit:[10,20,25,41],line:[3,9,20,25,33,46,58,60,61],line_count:25,linear:[6,10,16],linear_comb:10,linearactiv:[10,26],linguist:61,link:[10,11,16,17,35,62],linux:[28,48],lipeng:54,lipton:62,list:[2,3,8,9,10,11,16,20,23,26,42,46,47,55,56,58,60,61,62,63],lium:63,liwicki:62,load:[10,16,23,26,50,56,60,61,62,63],load_data_arg:5,load_featur:56,load_feature_c:56,load_feature_pi:56,load_missing_parameter_strategi:[43,44,46,54,61],loadparamet:5,loadsave_parameters_in_pserv:[43,44],local:[7,15,27,30,42,43,44,50],localhost:[28,48],localip:50,log:[6,25,38,42,44,49,50,55,60,61,62,63],log_barrier_abstract:[43,44],log_barrier_lowest_nod:[43,44],log_barrier_show_log:[43,44],log_clip:[43,44],log_error_clip:[43,44],log_period:[44,46,49,50,55,58,60,61,62,63],log_period_serv:[43,44],logarithm:14,logger:[3,33],logist:58,look:[3,9,58],loop:24,loss:[10,16,58],low:[10,16],lst:60,lstm:[10,16,33,36,49,58],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17,33],lstm_group_input:33,lstm_input:33,lstm_last:33,lstm_layer_attr:[11,33],lstm_nest_group:33,lstm_output:33,lstm_size:58,lstm_step:[11,17],lstmemori:[11,17,33,36],lstmemory_group:[10,33],ltr:[10,16],mac:28,machan:[11,17],machin:[10,11,12,16,17,35,62,63],mai:[8,9,10,16,24],main:5,maintain:10,major:63,make:[3,10,16,23,24,30,38,41,62],mandarin:[10,16],mani:[10,11,16,17],manufactur:63,mao:62,map:[10,16,23,60],map_read:20,mapreduc:23,marcu:62,mark:61,mark_slot:61,market:62,martha:61,mask:[7,10,15,16],master:[23,48,62],mat_param_attr:[11,17],math:[11,17,38,41],matirx:[10,16],matplotlib:55,matrix:[9,10,11,16,17,20,38],matrixptr:38,max:[7,10,13,15,16,20,41,46,60],max_length:[10,36],max_sort_s:[10,16],maxid:[9,10],maxid_lay:9,maxim:10,maximum:9,maxinum:19,maxout:10,maxpool:[10,16,32],mayb:[10,11,16,17],mean:[7,9,10,11,12,15,16,17,19,20,22,24,25,44,56,58,60],mean_img_s:55,mean_meta:56,mean_meta_224:56,mean_valu:56,mechan:[10,11,17],meet:61,mem:33,member:23,memcpi:41,memori:[11,17,36,41,49,58],memory_threshold_on_load_data:[43,44],mere:[11,17],mergedict:[54,63],messag:49,meta:[42,55,56,60],meta_config:[42,60],meta_fil:60,meta_gener:[42,60],meta_path:55,meta_to_head:60,metadata:[49,50],metal:48,metaplotlib:23,method:[3,8,10,11,12,16,22,60,63],mfs:50,might:[10,16],min:[7,15,41,46,60],min_pool_s:[3,25,47],mini:[10,16,20],mini_batch:24,minibatch:[10,16],minibatch_data:20,minikub:48,minim:12,minimum:[10,16],miss:61,mix:[11,17,47],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,33,36,47,61],mixed_layer_attr:11,mixedlayertyp:10,mkl:27,mkl_root:27,ml_data:[42,60],mnist:[3,5,24],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:24,mnist_train:[3,24],mnist_train_batch_read:24,mnt:50,mod:61,mode:[10,16,50,62],model:[10,11,12,16,17,46,47,54,55,58,60,61,62,63],model_averag:12,model_config:5,model_list:[44,46,61,62],model_output:62,model_path:46,model_zoo:[54,56],modelaverag:12,modul:[3,8,11,17,20,25,26,47,55,56,58,60],modulo:[10,16],momentum:[7,12,15,25,58],momentumoptim:[26,55],mon:49,mono:[10,16],month:63,mood:62,moosef:48,more:[9,10,11,16,17,20,23,24,25,41],morin:[10,16],mose:[62,63],moses_bleu:63,mosesdecod:62,most:[10,20,23,24],mountpath:[49,50],move:[10,16],movi:[3,60],movie_featur:60,movie_head:60,movie_id:[50,60],movie_meta:60,movie_nam:60,movie_review:20,movielen:59,moving_average_fract:[10,16],mpi:42,mse:10,much:[10,16,24],mul:38,multi:[10,16,56,63],multi_binary_label_cross_entropi:16,multi_crop:56,multinomi:[10,16],multipl:[9,10,11,16,17,20,23],multipli:[9,10,16],must:[9,10,11,14,16,17,24,30,38],my_cool_stuff_branch:37,mypaddl:[49,50],name:[3,7,8,9,10,11,15,16,17,19,20,23,25,26,28,33,36,38,41,46,47,48,49,50,51,52,55,58,60,63],namespac:[38,48,49,50],nano:37,nativ:[10,16],nchw:[10,16],ndarrai:22,ndcg:[10,16],ndcg_num:[10,16],necessari:[10,16,58],need:[10,11,16,17,20,23,25,41,50,58],neg:[3,9,10,16,58,61,62],neg_distribut:[10,16],nest:20,net:[10,11,16,17,62],net_conf:62,net_diagram:56,network:[4,5,7,9,10,12,15,16,20,21,22,23,24,33,42,46,50,54,55,56,60,61,62,63],network_config:46,neural:[10,11,12,16,17,20,22,23,33,35,54,60,61,62,63],neuralnetwork:[10,16],never:[20,24,49,50],next:[3,10],nfs:50,nfsdir:50,nginx:28,nic:[42,43,44,47,50],nlp:10,nltk:20,nmt:63,nnz:38,no_cach:3,no_sequ:[3,60],noah:62,noavx:28,node0:50,node:[10,16,48,49,50],node_0:50,node_1:50,node_2:50,nodebook:28,nodefil:42,nois:[10,16],non:[10,16],none:[3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,26,36,56,58],norm_by_tim:[10,16],normal:[10,11,16,17,49,50,56],notat:[10,16],note:[7,10,11,12,15,16,17,19,23,24,30,62],notebook:28,noth:14,novel:62,now:[10,16,35],np_arrai:20,ntst1213:63,ntst14:63,nullptr:[30,38],num:[10,16,42,44,50,61,62,63],num_channel:[10,11,16,17,47,55],num_chunk_typ:9,num_class:[10,11,16,17,55],num_filt:[10,11,16,17,47],num_gradient_serv:[43,44,47],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[26,43,44,46,49,50,58,60,61,62,63],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[9,10,16,20,24,63],numchunktyp:9,numdevices_:46,numlogicaldevices_:46,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,24,26,56],numsampl:41,numtagtyp:9,nvidia:[25,28],obj:[3,8,25,26,47,55,56,58,60],object:[3,7,8,9,10,11,12,15,16,17,20,22,23,41,58,60],observ:12,occup:[50,60],occur:20,oct:49,odd:[10,16],off:[27,28,30],offset:[10,16,60],often:9,ograd:38,omit:[25,58],on_init:3,onc:10,one:[3,8,9,10,11,12,14,16,17,19,20,23,24,58,61,62],one_host_dens:60,one_hot_dens:60,onli:[9,10,11,16,17,19,20,23,33,35],onlin:[12,24],open:[3,10,16,23,24,25,26,33,39,56,58,60,61],openbla:27,openblas_root:27,oper:[10,11,12,16,17,47],opinion:62,opt:[23,27,50],optim:[4,7,15,21,25,47],option:[9,10,16,23],order:[10,11,16,17,20,24,50],org:[10,11,16,17,59],organ:[10,16],origin:[10,16,20,37],other:[9,10,11,12,16,17,20,58,60],otherchunktyp:9,otherwis:[8,10,16,20,23,24],our:23,out:[10,16,23,33,35,36,47,55],out_dir:50,out_left:[10,16],out_mem:36,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outer:33,outer_mem:33,outer_rnn_st:33,outer_rnn_state_:33,outer_step:33,output:[7,9,10,14,15,16,17,19,20,22,23,24,25,26,33,36,42,46,47,49,50,54,55,56,58,60,61,62],output_:[10,16],output_dir:56,output_fil:61,output_id:[10,16],output_lay:[22,56],output_max_index:19,output_mem:[10,16,36],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outv:38,over:[10,11,16,17,23],packag:[16,20,25],pad:10,pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,23,25,26,28,30,37,38,39,41,42,46,47,49,50,54,55,58,60,61,62,63],paddle_n:[42,50],paddle_output:49,paddle_port:[42,50],paddle_ports_num:[42,50],paddle_ports_num_for_spars:42,paddle_ports_num_spars:50,paddle_process_by_paddl:50,paddle_pserver2:42,paddle_root:54,paddle_server_num:50,paddle_source_root:54,paddle_train:[42,50],paddledev:[25,28,49,50],paddlepaddl:[10,11,12,16,17,20,24,25,28,30,36,37,41,42,47,51,52,54,61],pair:9,palmer:61,paper:[10,16,63],para:54,paraconvert:54,parallel:[41,46,49,50,63],parallel_nn:[7,15,43,44],param:[7,10,15,16,60],param_attr:[10,11,16,17,25,26,36],paramattr:[7,10,15,16,25,26,36],paramet:[4,9,10,11,12,16,17,19,20,21,24,44,47,50,60,61,62,63],parameter_attribut:[10,16],parameter_block_s:[43,44],parameter_block_size_for_spars:[43,44],parameter_learning_r:[7,15],parameter_nam:23,parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parameterclient2:50,parametermap:38,parameters_:38,parameterset:23,parametris:12,paramutil:60,paraphras:[54,63],paraphrase_data:54,paraphrase_model:54,paraphrase_modeldata:54,paraspars:38,parent:10,pars:[20,60],parse_config:5,parse_known_arg:50,parsefromstr:25,parser:50,part:[16,60,62],partial:[10,16],paserv:50,pass:[3,8,10,16,22,24,25,26,41,44,46,49,50,55,58,60,61,62,63],pass_idx:24,passtyp:38,past:23,path:[9,20,24,30,42,44,48,49,50,61,62],pattern:[60,62],paul:61,pave:63,pdf:[10,11,16,17],pem:23,penn:61,per:[10,24],perform:[10,11,16,17,41,43],period:[44,61,62,63],perl:[62,63],peroid:[10,16],persistentvolum:48,persistentvolumeclaim:[48,50],person:23,pickl:60,picklabl:8,pid:48,piec:[10,11,16,17],pillow:55,pip:[25,37,42,55,60],pixel:[3,10,16,20,47],pixels_float:3,pixels_str:3,place:3,plain:[9,10,16],pleas:[7,10,11,12,15,16,17,23,24,25,30,50],plot:[23,55],plotcurv:55,png:55,pnpairvalid:43,pod:[48,49,50],podip:50,podlist:50,point:41,poll:62,pool3:38,pool:[4,11,17,21,47,60],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17,47],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,25,58,60],pooling_typ:[10,16,25,32,58],poolingtyp:19,port:[42,43,44,47,49,50],port_num:43,ports_num:[44,47,50],ports_num_for_spars:[43,44,46,47,50],pos:[60,62],posit:[3,9,10,16,20,58],positive_label:9,posix:48,possibl:23,potenti:41,power:10,practic:[8,10,16],pre:[10,11,17,23,54,62,63],pre_dictandmodel:54,precis:9,pred:[58,61],predetermin:10,predic:61,predicate_dict:61,predicate_dict_fil:61,predicate_slot:61,predict:[3,5,9,12,16,22,25,42,47,54,55,56,58,60,61,62],predict_fil:[43,44],predict_output_dir:[43,44,58],predict_sampl:5,predin:55,prefer:48,prefetch:38,pregrad:38,premodel:54,prepar:51,preprocess:[20,42,54,55,58,60,62,63],present:23,prev_batch_st:[43,44],prevent:[12,23],previou:[10,11,16,17],primari:16,principl:23,print:[5,7,15,22,23,26],printallstatu:41,printer:9,printstatu:41,prite:9,prob:9,probabilist:[10,16,54],probabl:[9,10,16,22],problem:[10,12,16,23],proc:28,proce:[20,24],proceed:[10,16,61],process2:33,process:[3,7,8,10,11,12,15,16,17,23,25,26,33,36,47,50,58,60,61],process_predict:58,process_test:8,process_train:8,processdata:[55,56],processor:41,produc:[11,17,20,24],productgraph:49,profil:41,proflier:41,prog:50,program:[20,23,24,41,50],proj:[10,16],project:[10,11,16,17,47],promis:[10,11,17],prone:23,prop:61,propag:12,properli:58,proposit:61,protect:38,proto:19,protobuf:25,provid:[8,10,16,20,23,25,26,33,43,47,58,60,61],prune:10,pserver:[42,43,44,47,50],pserver_num_thread:[43,44],pseudo:23,psize:38,purpos:41,push:50,push_back:38,put:58,pwd:28,py_paddl:[5,20],pydataprovid:[25,47],pydataprovider2:[3,5,26,47,50,60],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[8,16,22,23,25,37,38,42,54,55,56,60,61,62,63],pythonpath:[25,55],pzo:62,queri:[10,16,63],question:[10,16,23],quick:49,quick_start:[49,50,51,58],quick_start_data:49,quickstart:49,rais:20,ramnath:62,ran:41,rand:[41,44,46,61],random:[7,10,15,16,20,24,26],rang:[10,16,20,24,50,58],rank:[10,16,23,56,58],rare:3,rate:[7,9,12,15,42,50,60],ratio:44,raw:[10,16],raw_meta:60,rdma_tcp:[43,44],read:[3,20,23,24,26,56,58,60],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_next_from_fil:25,read_ranking_model_data:23,reader:22,reader_creator_bool:24,reader_creator_random_imag:[20,24],reader_creator_random_image_and_label:[20,24],reader_dict:20,readi:49,readm:[60,62],real:24,real_process:3,realist:23,reason:[10,11,17,23,49],rebas:37,recal:9,receiv:8,recognit:[10,16,56,62],recommend:[11,17,23,42,50,60],record:[60,61],recordio:23,rectangular:[10,16],recurr:[33,34,61,62],recurrent_group:[11,17,33,35,36],recurrent_lay:11,recurrentgroup:9,recurs:28,reduc:12,ref:60,refer:[7,8,10,11,12,15,16,17,27],referenc:10,reference_cblas_root:27,refine_unknown_arg:50,regex:60,register_gpu_profil:41,register_lay:38,register_timer_info:41,registri:49,regress:9,regression_cost:[26,60],regular:[7,12,15,47,55,58,62],rel:[11,17],relat:[8,60],releas:[30,48,61],relu:[6,10,16],reluactiv:10,remot:[7,15,37,42,44,46],remov:20,reorgan:[10,16],repeat:10,repo:37,repres:[10,12,16,58],represent:58,request:[49,63],requir:[9,10,16,23,42,60],res5_3_branch2c_bn:56,res5_3_branch2c_conv:56,res:61,research:[10,16,55],reserveoutput:38,reset:[10,16],reshap:24,reshape_s:[10,16],residu:56,resnet_101:56,resnet_152:56,resnet_50:56,resolv:49,respons:[10,16,49],rest:[10,16],restart:49,restartpolici:[49,50],resu:24,result:[3,9,10,14,16,22,41,58,63],result_fil:[9,36],ret_val:60,return_seq:[11,17],reus:24,reveal:23,revers:[10,11,16,17,35,36],review:[37,49,62],reviews_electronics_5:49,rewrit:63,rgb:[10,16],rgen:62,rho:12,right:[10,16],rmsprop:[12,58],rmspropoptim:60,rnn:[10,11,17,35,36,43,62],rnn_bias_attr:36,rnn_layer_attr:36,rnn_out:36,rnn_state:33,rnn_state_:33,rnn_step:10,rnn_use_batch:[43,44],rnnlm:20,robot:55,role:[23,61,62],roman:62,root:[12,19,28,42,49,50,54],root_dir:42,rot:[10,16],rotat:10,routin:60,routledg:62,row:[9,10,16,20],row_id:[10,16],rstrip:50,rtype:60,run:[23,25,28,41,42,49,50,51,52,60],runinitfunct:[41,50],runtim:[3,25],s_fusion:60,s_id:60,same:[3,8,9,10,11,16,17,23,33,58],samping_id:[10,16],sampl:[3,9,20,58,60,62,63],sample_id:9,sample_num:9,santiago:62,save:[3,10,16,20,49,60,61,62,63],save_dir:[26,44,46,49,50,55,58,60,61,62,63],save_only_on:[43,44],saving_period:[43,44,50],saving_period_by_batch:[43,44,46],saw:3,scalar:[10,16],scale:[10,14,60],scalingproject:[10,16],scatter:10,scheduler_factor:[7,15],scheme:[9,12],schmidhub:62,schwenk:63,scienc:62,score:[9,10,16,60],script:[20,28,39],seaplane_s_000978:55,search:[10,36,63],seat:63,second:[10,16,20,23,24,58,60],sed:62,see:[10,11,16,17,23,25,58],seed:[41,44],segment:9,sel_fc:[10,16],select:[10,16],selectiv:[10,16],selector:49,self:38,selfnorm:[10,16],semant:[23,61,62],semantic_role_label:36,semat:23,sen_len:61,sens:10,sent:[23,49],sent_id:36,sentanc:25,sentenc:[3,10,33,36,61],sentence_last_state1:33,sentence_last_state2:33,sentiment:[3,61,62],sentiment_data:62,sentiment_net:62,sentimental_provid:3,sentimental_train:3,separ:[9,58,60],seq:[10,16,33,60],seq_pool:[10,16,32],seq_text_print:9,seq_to_seq_data:[54,63],seq_typ:[20,60],seqlastin:33,seqtext_printer_evalu:36,seqtoseq:[10,25,36,54,63],seqtoseq_net:[10,36,54,63],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,25,33,35,58,60,62,63],sequence_conv_pool:58,sequence_layer_group:[10,33],sequence_nest_layer_group:[10,33],sequencegen:33,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[10,16,61],seri:[11,17,33,62],server:[23,42,44,47,48,50],set:[3,7,9,10,11,15,16,17,20,23,25,26,33,36,41,42,47,49,54,55,56,58,60,61,62,63],set_active_typ:38,set_default_parameter_nam:[7,15],set_drop_r:38,set_siz:38,set_typ:38,settotalbyteslimit:25,setup:[38,58],sever:[10,16],sgd:[12,23,26,42,43,62],shape:[10,16],share:[10,16,61],shared_bia:[11,17],shared_bias:[10,16],ship:55,shold:62,should:[9,10,12,16,20,22,23,24,35],should_be_fals:23,should_be_tru:23,should_shuffl:[3,33,61],show:[12,16,61,62,63],show_check_sparse_distribution_log:[43,44],show_layer_stat:[43,44],show_parameter_stats_period:[43,44,46,49,61,62,63],shown:[9,10,16,23],shuf:[25,60],shuffl:[20,25],side:[10,16],sigint:42,sigmoid:[6,10,16,17],sigmoidactiv:[10,11,33],similar:[10,16,24,60],similarli:[10,16],simpl:[9,10,11,14,16,17,20,50],simple_attent:36,simple_gru:58,simple_img_conv_pool:47,simple_lstm:[10,16,58],simple_rnn:[10,36],simpli:[10,16,23],simplifi:23,sinc:[10,16,24],singl:[9,11,12,17,20],size:[3,9,10,11,12,16,17,20,24,25,26,33,36,38,47,55,56,58,60,62,63],size_a:[10,16],size_b:[10,16],size_t:38,skip:[24,26,56],sleep:50,slide:12,slope:[10,16],slot:[60,61],slot_dim:60,slot_nam:60,slottyp:60,small_messag:[43,44],small_vgg:55,smaller:[10,16],smith:62,snap:49,sock_recv_buf_s:[43,44],sock_send_buf_s:[43,44],socket:50,softmax:[6,10,11,16,17,23,25,36,38,58],softmax_param:25,softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[25,33,36,47,58],softrelu:6,solv:23,some:[7,10,12,15,16,20,23],somedata:22,someth:[10,16],sometim:[12,24],sort:[10,16,20,50,60,62],sourc:[8,10,16,24,63],source_dict_dim:36,source_language_word:36,space:9,space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[7,10,12,15,16,20,25,38,42,44,46,50,58],sparse_binary_vector:[3,20,25,58],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15,25],sparse_value_slot:20,sparse_vector:[20,25],sparse_vector_sequ:20,sparseparam:38,sparseprefetchrowcpumatrix:38,spatial:[10,16],spec:[49,50],special:10,specifi:[9,10,16,20,23,30,58],speech:[10,16],speed:[11,17],sphinx:39,split:[3,10,16,33,42,58,60,61],split_count:50,spp:10,squar:[6,10,12,16,19],squarerootn:13,squarerootnpool:[10,16],srand:44,src:[50,63],src_backward:36,src_dict:[25,36],src_dict_path:25,src_embed:36,src_forward:36,src_id:36,src_root:5,src_word_id:36,srl:61,ssh:[28,42],sshd:28,sstabl:23,stabl:48,stacked_lstm_net:62,stacked_num:62,stackexchang:[10,16],stake:63,standard:[7,15],stanford:[20,49],stanh:6,start:[10,16,25,44,49,50],start_paddl:50,start_pass:[43,44],start_pserv:[43,44],startpaddl:50,stat:[41,44,61,62,63],state:[10,11,16,17,35,49],state_act:[10,11,16,17,33],statfulset:50,staticinput:[10,35,36],statist:[10,16],statset:41,statu:[9,37,41,49,50],status:49,std:[38,44],stderr:42,stdout:42,step:[10,11,12,16,17,19,33,35,36],stepout:33,stochast:12,stock:62,stop:10,storag:48,store:[9,10,16,58,60],str:[22,46,50],strategi:[19,44,61],street:[10,16,61],strict:24,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[3,8,9,10,16,38,44,47],strip:[25,33,58,60,61],structur:[20,58],stub:[10,16],stun:3,style:[10,16,37],sub:[9,10,16,20,23],sub_sequ:3,subgradi:12,subnet:23,subobjectpath:49,subseq:[32,35],subsequenceinput:[10,33],succeed:49,success:49,successfulcr:49,sudo:[30,55],suffic:24,suggest:[10,16],sum:[9,10,12,13,16],sum_to_one_norm:10,sumpool:[10,16,25],support:[7,9,10,12,15,16,19,20,24,33],sure:[30,62],swap_channel:56,swig_paddl:[5,20],symbol:10,syncflag:38,synchron:12,syntax:24,sys:56,system:[25,62],t2b:54,tab:58,tabl:[10,16],tableproject:[10,16],tag:9,tagtyp:9,tainer_id:50,take:[3,9,10,11,16,17,23],tanh:[6,10,11,16,17,38],tanhactiv:[10,11,33,36,47],tar:20,target:[10,16,63],target_dict_dim:36,target_language_word:36,targetinlink:[10,33],task:[9,10,16,61],tbd:[33,39],tconf:62,tcp:[44,47],tcp_rdma:47,tear:41,tee:[49,55,60,61,62,63],tellig:62,templat:[49,50],tempor:[10,16],tensor:10,term:[10,11,16,17],termin:49,tesh:61,test:[2,3,8,9,10,16,20,23,24,38,41,42,44,46,47,55,56,58,60,61,62,63],test_all_data_in_one_period:[49,55,60,61,62],test_compar:25,test_comparespars:25,test_comparetwonet:25,test_comparetwoopt:25,test_config_pars:25,test_data:[5,63],test_fcgrad:38,test_gpuprofil:41,test_layergrad:38,test_list:[3,8,25,26,47,55,58],test_networkcompar:25,test_part_000:62,test_pass:[43,44,46,63],test_period:[43,44,46],test_predict:25,test_pydataprovid:25,test_pydataprovider2:25,test_pydataproviderwrapp:25,test_ratio:60,test_recurrent_machine_gener:25,test_recurrentgradientmachin:[25,33],test_swig_api:25,test_train:25,test_traineronepass:25,test_wait:[43,44],testa:23,testb:23,testbilinearfwdbwd:41,testconfig:38,tester:[60,63],testfcgrad:38,testfclay:38,testlayergrad:38,testq:23,testutil:38,text:[3,9,11,17,20,23,54,58,62,63],text_conv:58,text_conv_pool:60,text_fil:[20,62],tflop:41,than:[7,9,10,11,12,15,16,17,25],thei:[23,41],them:[11,17,23,24,41,58,60],therein:[10,16],thi:[3,7,8,9,10,11,12,15,16,17,20,23,24,41,58,60,62],thing:3,think:23,third:[10,16],those:61,thread:41,thread_local_rand_use_global_se:[43,44],threadid:46,threadloc:41,three:[9,10,12,16,24,56],threshold:[7,9,12,15,44],through:[10,16],throughput:41,thu:[10,16],tier:49,time:[10,11,16,17,19,20,23,24,33,41,44,49,50,62],timelin:[10,16],timer:41,timestamp:[10,16],timestep:[10,16],titl:[50,60],tmp:3,to_your_paddle_clone_path:39,todo:[9,11,17,20,22],toend:[10,16],togeth:[10,11,16,17,20],token:[9,10,23,36,62],tool:[39,50],top:[9,56],top_k:9,topolog:[16,23],toronto:[20,55],total:[9,24,41,49,63],total_pass:24,touch:62,tourist:63,track:10,tractabl:10,tradit:[10,16],trail:20,train:[2,3,7,8,9,10,12,15,16,20,25,26,30,42,44,46,47,49,50,51,52,54,55,56,58,60,61,62,63],train_arg:50,train_args_dict:50,train_args_list:50,train_conf:[54,63],train_config_dir:50,train_data:63,train_list:[3,8,25,26,47,55,56,58],train_part_000:62,trainabl:[10,16],trainer:[3,5,23,26,38,44,46,47,50,60,61,62,63],trainer_config:[2,3,5,26,42,49,50,58,60,62],trainer_config_help:[3,6,7,8,9,10,11,12,13,25,26,38,47,55,60],trainer_count:[25,43,44,46,49,50,60,61,62,63],trainer_id:[44,50],trainerconfighelp:25,trainerid:50,trainerintern:[58,60,63],tran:[10,38],transact:62,transform:[10,16],transform_param_attr:[11,17],translat:[10,11,17,54,63],transpos:[10,16],transposedfullmatrixproject:[10,16],travel:[3,11],travi:37,treat:[10,16],tree:[10,16,50],trg:63,trg_dict:36,trg_dict_path:36,trg_embed:36,trg_id:36,trg_ids_next:36,trn:58,truck:55,true_imag:24,true_label:24,true_read:24,truth:[9,10,16,63],tst:58,tune:[7,15,43],tupl:[8,10,11,16,20,24],ture:[10,16],turn:[10,24,35],tutori:[49,50,51,52,54,63],tweet:62,twitter:62,two:[10,11,16,17,23,24,41,58],txt:[3,38,42,48,58,60,62],type:[3,9,10,11,12,16,17,19,20,23,24,26,33,38,46,49,56,58,60,61],type_nam:[10,60],typic:9,ubyt:24,uci:20,ufldl:[10,16],uid:49,unconstrain:62,undeterminist:41,uniform:[7,10,15,16,20,24],uninstal:25,uniqu:23,unique_ptr:38,unit:[10,11,16,17],unittest:25,univ:63,unix:42,unk:[54,63],unk_idx:[58,61],unknown:[10,16],unseg:[10,16],unsup:62,unsupbow:62,until:50,unus:60,updat:[7,10,12,15,16,37,42,46],updatecallback:38,upgrad:25,upstream:37,url:62,urls_neg:62,urls_po:62,urls_unsup:62,usag:[9,10,11,16,17,20,22,50,60],use:[7,8,9,10,11,12,15,16,17,19,20,23,41,50,56,58,60,61,62,63],use_global_stat:[10,16],use_gpu:[5,25,43,44,46,49,50,55,56,58,60,61,62,63],use_jpeg:55,use_old_updat:[43,44],use_seq:[26,60],use_seq_or_not:60,used:[3,9,10,11,12,16,17,19,20,23,24,41,58,60,62],useful:[10,11,17],usegpu:38,user:[7,9,10,11,15,16,17,20,22,23,24,48,58,60],user_featur:60,user_head:60,user_id:[50,60],user_meta:60,user_nam:60,usernam:37,using:[7,8,10,15,16,20,23,24,30,61],usr:[25,27,28,30,42,44,50],usrdict:54,usrmodel:54,usual:[10,16,20,41],utc:59,util:[41,50,55,60],v28:[10,16],valid:24,valu:[3,5,7,9,10,12,15,16,19,20,22,38,46,50,56,58,61],value1:44,value2:44,value_rang:20,vanilla:36,variabl:[10,16,20,23,49],varianc:[10,16],vector:[10,11,16,17,20,23,58,60],veri:[10,16,19,55],version:[10,11,16,17,30,41,43,44],versu:23,vertic:[10,16],vgg:[11,17,55],vgg_16_cifar:55,via:[24,30],view:[10,16],vim:37,vision:55,visipedia:55,visual:[10,16],vocab:62,volum:[28,48,49,50],volumemount:[49,50],vutbr:20,wai:[10,11,16,17,23,63],wait:[12,50],wall:61,want:[3,10,11,16,17,23,24],warn:[10,16,25,50],warp:[10,16],wbia:56,wei:[61,62],weight:[9,10,11,12,16,17,38,56],weight_act:[11,17],weightlist:38,weights_:38,weights_t:38,wether:[10,16],what:[7,10,11,12,15,16,17,58],when:[3,7,9,10,12,15,16,20,41],where:[10,11,12,16,17,23],whether:[9,10,11,16,17,24,62],which:[9,10,11,12,16,17,20,23,24,58,60],whole:[3,9,20],whole_cont:60,whose:20,why:[11,17,41],width:[9,10,16,20,24,38,63],wiki:[10,16],wikipedia:[10,16],wilder:3,window:[10,16,19,48],wise:[10,16],with_avx:[27,28,30],with_doc:27,with_doubl:[27,30,38],with_dso:27,with_gpu:[27,30],with_metric_learn:30,with_predict_sdk:30,with_profil:41,with_python:[27,30],with_rdma:[27,30],with_style_check:27,with_swig_pi:27,with_test:27,with_tim:[27,30,41],within:10,without:[9,10,16,24],wmt14:63,wmt14_data:63,wmt14_model:63,woboq:28,won:33,wonder:3,word2vec:25,word:[3,9,10,20,25,33,35,58,61],word_dict:[33,58,61],word_dim:[33,58],word_id:[3,25],word_slot:61,word_vector:58,word_vector_dim:[36,54],words_freq_sort:20,work:[20,23,24,33,49,50],workspac:42,would:[22,24,61],wrapper:[11,17,41],write:[20,23,24,61],writelin:26,writer:23,wrong:24,wsj:61,wuyi:48,www:[10,16,20,55,63],xarg:[25,28,38],xgbe0:44,xgbe1:44,xiaojun:62,xrang:[24,26,38],xxbow:62,xxx:[23,56,63],yaml:[49,50],yann:20,yield:[3,20,23,24,25,26,33,36,58,60,61],you:[3,7,10,11,12,15,16,17,30,56,62],your:[10,16,23,25],your_param_nam:25,your_repo:50,yuyang18:[11,17,20,22],zachari:62,zeng:62,zero:[7,10,12,15,16,20,44],zhou:[61,62],zip:[50,59],zoo:54},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","Datasets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Python Data Reader Design Doc","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\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","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":50,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":63,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":54,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":60,"\u4e0b\u8f7d\u6570\u636e":49,"\u4e2d\u6587\u5b57\u5178":54,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":54,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":54,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":54,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":41,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":41,"\u4ecb\u7ecd":[54,56],"\u4ee3\u7801\u8981\u6c42":37,"\u4efb\u52a1\u7b80\u4ecb":26,"\u4f18\u5316\u7b97\u6cd5":58,"\u4f18\u5316\u7b97\u6cd5\u914d\u7f6e":47,"\u4f7f\u7528":[37,49],"\u4f7f\u7528\u6700\u65b0\u7248\u672c\u66f4\u65b0\u4f60\u7684":37,"\u4f7f\u7528\u6848\u4f8b":46,"\u4f7f\u7528\u6982\u8ff0":58,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":46,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":50,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u4f7f\u7528\u8bf4\u660e":40,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":63,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":63,"\u4fdd\u6301":37,"\u4fee\u6539\u4f60\u7684":37,"\u4fee\u6539\u542f\u52a8\u811a\u672c":49,"\u4fee\u6539\u6587\u6863":39,"\u514b\u9686":37,"\u5173\u4e8epaddlepaddl":0,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":41,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":38,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":42,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":36,"\u51c6\u5907\u6570\u636e":[26,60],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":50,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":42,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":25,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"\u5206\u5272\u8bad\u7ec3":60,"\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u521b\u5efajob":50,"\u521b\u5efapaddl":49,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5230":37,"\u5236\u4f5c\u955c\u50cf":50,"\u5236\u4f5cdocker\u955c\u50cf":49,"\u524d\u63d0\u6761\u4ef6":42,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":25,"\u5355\u5143\u6d4b\u8bd5":44,"\u5355\u53cc\u5c42rnn":33,"\u5377\u79ef\u6a21\u578b":58,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"\u53c2\u6570\u4fe1\u606f":56,"\u53c2\u6570\u5185\u5b58":25,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":44,"\u53c2\u6570\u6982\u8ff0":43,"\u53c2\u6570\u8bfb\u53d6":56,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":62,"\u53c2\u8003\u8d44\u6599":41,"\u53cc\u5411lstm":62,"\u53cc\u5c42rnn":33,"\u53cc\u5c42rnn\u4ecb\u7ecd":35,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":35,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":30,"\u53ef\u9009\u529f\u80fd":54,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":58,"\u5411\u91cf":44,"\u542f\u52a8\u4efb\u52a1":50,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":42,"\u547d\u4ee4\u884c\u53c2\u6570":58,"\u548c":32,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":55,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":46,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":54,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":47,"\u57fa\u672c\u539f\u7406":35,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":39,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":25,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":25,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":25,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":25,"\u5982\u4f55\u66f4\u65b0www":39,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u5982\u4f55\u8d21\u732e":39,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":37,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":41,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":25,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":33,"\u5b50\u5e8f\u5217\u95f4\u6709memori":33,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":60,"\u5b89\u88c5":[30,58],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":29,"\u5b89\u88c5\u6d41\u7a0b":29,"\u5b89\u88c5kubectl":48,"\u5b8c\u6574\u6559\u7a0b":57,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":38,"\u5b9e\u73b0c":38,"\u5b9e\u73b0python\u5c01\u88c5":38,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":46,"\u5c0f\u7ed3":3,"\u5de5\u5177":41,"\u5e38\u7528\u6a21\u578b":57,"\u5f00\u53d1\u6807\u51c6":40,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":44,"\u5f15\u7528":61,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":58,"\u6027\u80fd\u4f18\u5316":40,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":41,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":41,"\u6027\u80fd\u8c03\u4f18":44,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":58,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":62,"\u6216\u8005\u662f":25,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":25,"\u62c9\u53d6\u8bf7\u6c42":37,"\u63a5\u53e3":56,"\u63a8\u5bfc\u65b9\u7a0b":38,"\u63a8\u9001":37,"\u63d0\u4ea4":37,"\u63d0\u4ea4\u955c\u50cf":49,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":60,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":32,"\u6570\u636e\u51c6\u5907":[55,60,63],"\u6570\u636e\u63cf\u8ff0":61,"\u6570\u636e\u63d0\u4f9b":61,"\u6570\u636e\u63d0\u4f9b\u5668":47,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":60,"\u6570\u636e\u652f\u6301":44,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":58,"\u6570\u636e\u6e90\u914d\u7f6e":47,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":54,"\u6570\u636e\u96c6\u7279\u5f81":59,"\u6570\u636e\u9884\u5904\u7406":63,"\u6570\u6910\u4ecb\u7ecd":62,"\u6570\u6910\u51c6\u5907":62,"\u6574\u4f53\u65b9\u6848":50,"\u6587\u672c\u751f\u6210":63,"\u6587\u672c\u751f\u6210\u6559\u7a0b":63,"\u6587\u6863":[28,53],"\u65b0\u624b\u5165\u95e8":31,"\u65f6\u5e8f\u6a21\u578b":58,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":33,"\u65f6\u95f4\u6b65":33,"\u672c\u5730\u6d4b\u8bd5":46,"\u672c\u5730\u8bad\u7ec3":46,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u67e5\u770b\u8f93\u51fa":50,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":46,"\u6848\u4f8b\u4e8c":46,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":42,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":42,"\u6982\u8ff0":[32,35],"\u6a21\u578b":56,"\u6a21\u578b\u4e0b\u8f7d":56,"\u6a21\u578b\u68c0\u9a8c":26,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":58,"\u6a21\u578b\u8bad\u7ec3":[55,63],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":60,"\u6a21\u578b\u914d\u7f6e":[33,40],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":33,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d4b\u8bd5":[44,61],"\u6d4b\u8bd5\u6587\u4ef6":60,"\u6d4b\u8bd5\u6a21\u578b":62,"\u7279\u5f81":61,"\u7279\u5f81\u63d0\u53d6":56,"\u72b6\u6001\u6700\u65b0":37,"\u751f\u6210\u5e8f\u5217":36,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":35,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":59,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":63,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":62,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":59,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":39,"\u76f8\u5173\u6982\u5ff5":35,"\u77e9\u9635":44,"\u793a\u4f8b1":33,"\u793a\u4f8b2":33,"\u793a\u4f8b3":33,"\u793a\u4f8b4":33,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":25,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":60,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":61,"\u7a00\u758f\u8bad\u7ec3":46,"\u7b80\u4ecb":[48,63],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":36,"\u7c7b":38,"\u7cfb\u7edf\u6846\u56fe":47,"\u7eafcpu\u548cgpu\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":28,"\u7ec3\u4e60":55,"\u7ec6\u8282\u63a2\u7a76":55,"\u7ec6\u8282\u63cf\u8ff0":44,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":42,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":26,"\u7f16\u5199yaml\u6587\u4ef6":49,"\u7f16\u8bd1\u6d41\u7a0b":29,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u7f51\u7edc\u53ef\u89c6\u5316":56,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":47,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":44,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":54,"\u8bad\u7ec3":[44,60,61],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":60,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":25,"\u8bad\u7ec3\u6a21\u578b":[26,58,62],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":35,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":25,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":47,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":45,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":59,"\u8bcd\u5411\u91cf\u6a21\u578b":58,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":54,"\u8bcd\u6c47\u8868":33,"\u8be6\u7ec6\u6559\u7a0b":41,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":61,"\u8bf7\u6c42":37,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":33,"\u8f93\u5165":35,"\u8f93\u5165\u4e0d\u7b49\u957f":33,"\u8f93\u5165\u793a\u4f8b":35,"\u8f93\u51fa":35,"\u8f93\u51fa\u65e5\u5fd7":58,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":42,"\u8fd0\u884c\u5bb9\u5668":49,"\u8fd0\u884cdocker":25,"\u8fd0\u884cpaddlepaddle\u4e66\u7c4d":28,"\u8fdb\u884c\u8bad\u7ec3":49,"\u8fdb\u9636\u6307\u5357":40,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":48,"\u901a\u7528":44,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":28,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":58,"\u9047\u5230":25,"\u90e8\u7f72kubernetes\u96c6\u7fa4":48,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":58,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":36,"\u914d\u7f6ekubectl":48,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":48,"\u94a9\u5b50":37,"\u9644\u5f55":58,"\u968f\u673a\u6570":44,"\u96c6\u7fa4\u8bad\u7ec3":46,"\u975e\u6cd5\u6307\u4ee4":25,"\u975eavx\u955c\u50cf":28,"\u9884\u5904\u7406":55,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":63,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":63,"\u9884\u6d4b":[55,56,58,61,62],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":63,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":33,"beam_search\u7684\u751f\u6210":33,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":27,"bleu\u8bc4\u4f30":63,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":27,"cmake\u6e90\u7801\u7f16\u8bd1":25,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":27,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"float":25,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":46,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":41,"gpu\u955c\u50cf\u51fa\u73b0":25,"group\u6559\u7a0b":35,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"kubernetes\u5355\u673a\u8bad\u7ec3":49,"meta\u6587\u4ef6":60,"meta\u914d\u7f6e\u6587\u4ef6":60,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":59,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":60,"org\u6587\u6863":39,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":27,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":28,"pod\u95f4\u901a\u4fe1":50,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":56,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":25,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":58,"return":24,"rnn\u76f8\u5173\u6a21\u578b":34,"rnn\u914d\u7f6e":36,"so\u627e\u4e0d\u5230":30,"ubuntu\u90e8\u7f72paddlepaddl":30,Abs:14,absactiv:6,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,addto:16,addto_lay:10,aggreg:[10,16],api:[1,4],applic:4,argument:24,async:44,attent:36,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:24,batch_norm:16,batch_norm_lay:10,batch_siz:24,beam_search:[10,16],becaus:25,between:23,bidirectional_lstm:[11,17],big:25,bilinear_interp:16,bilinear_interp_lay:10,bla:27,block_expand:16,block_expand_lay:10,brelu:14,breluactiv:6,cach:3,check:[10,16],chunk_evalu:9,cifar:20,classif:9,classification_error_evalu:9,classification_error_printer_evalu:9,clone:37,column_sum_evalu:9,commit:37,compos:24,concat:16,concat_lay:10,config:4,configur:21,conll05:20,connect:[10,16],content:[3,25,32,41,47],context_project:[10,16],conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,cos_sim:[10,16],cost:[10,16],cp27mu:25,creat:24,creator:24,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cuda:[25,27],cudnn:27,cudnnavg:19,cudnnmax:19,custom:24,dat:59,data:[10,16,20,24],data_lay:10,datafeed:20,dataprovid:[4,44],dataset:20,datasourc:8,datatyp:20,decayedadagrad:18,decayedadagradoptim:12,decor:24,design:[23,24],dictionari:24,distribut:23,doc:[23,24],dotmul_oper:[10,16],dotmul_project:[10,16],driver:25,dropout_lay:[11,17],embed:16,embedding_lay:10,entri:24,eos:16,eos_lay:10,evalu:9,event:[22,23],exampl:23,except:25,exp:14,expactiv:6,expand:16,expand_lay:[10,32],faq:25,fc_layer:10,first_seq:[10,16,32],fork:37,from:23,full_matrix_project:[10,16],fulli:[10,16],gate:36,get_output:16,get_output_lay:10,github:37,gpu:44,gradient_printer_evalu:9,group:[10,16],gru:[11,17,44],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],handler:23,how:24,hsigmoid:[10,16],huber_cost:[10,16],ident:14,identity_project:[10,16],identityactiv:6,illeg:25,imag:[10,11,16,17],imagenet:56,imdb:[20,62],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:24,infer:22,ingredi:23,init_hook:3,input_typ:3,instruct:25,insuffici:25,interfac:[20,24],interpol:16,interpolation_lay:10,isn:24,job:49,join:[10,16],kubernet:[48,49],lambda_cost:[10,16],last_seq:[10,16,32],layer:[10,16,23],layeroutput:10,layertyp:10,libcudart:30,libcudnn:30,linear:14,linear_comb:16,linear_comb_lay:10,linearactiv:6,linux_x86_64:25,list:24,log:14,logactiv:6,lstm:[11,17,44,61,62],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:24,math:[10,16],max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16,33,35],messag:25,mini:24,minibatch:20,misc:[11,17],mix:[10,16],mixed_lay:10,mnist:20,model:[4,21,23,36,56],momentum:18,momentumoptim:12,movi:59,movielen:20,multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:24,nce:16,nce_lay:10,need:24,network:[11,17,36],neural:36,nlp:[11,17,44],norm:[10,16],nvprof:41,nvvp:41,onli:24,optim:[12,18],output:11,pad:16,pad_lay:10,paddl:24,paddlepaddl:[23,39,53],parallel_nn:46,paramet:[7,15,22,23],perform:44,platform:25,pnpair_evalu:9,point:25,pool:[10,13,16,19],pooling_lay:[10,32],power:16,power_lay:10,pre:37,precision_recall_evalu:9,prefetch:24,print:9,protocol:25,provid:[3,24],pull:37,push:37,python:24,rank:9,rank_cost:[10,16],rate:59,reader:[20,23,24],recurr:[10,11,16,17,35,36],recurrent_group:[10,16],recurrent_lay:10,refer:3,reject:25,relu:14,reluactiv:6,repeat:16,repeat_lay:10,request:37,reshap:[10,16],resnet:56,rmsprop:18,rmspropoptim:12,rnn:[33,44],rotat:16,rotate_lay:10,sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:16,scaling_lay:10,scaling_project:[10,16],selective_fc:16,selective_fc_lay:10,sentiment:20,seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:36,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,set:12,sgd:44,share:23,shuffl:24,sigmoid:14,sigmoidactiv:6,simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:24,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:62,stanh:14,stanhactiv:6,start:23,suffici:24,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,sumpool:13,support:25,table_project:[10,16],take:24,tanh:14,tanhactiv:6,tensor:16,tensor_lay:10,text_conv_pool:[11,17],thi:25,too:25,train:[22,23,24],trainer:22,tran:16,trans_full_matrix_project:[10,16],trans_lay:10,tune:44,uci_h:20,updat:23,usag:24,use:24,user:59,util:9,value_printer_evalu:9,version:25,vgg_16_network:[11,17],warp_ctc:16,warp_ctc_lay:10,wheel:25,whl:25,why:24,wmt14:20,zoo:56}})
\ No newline at end of file