diff --git a/develop/doc/_sources/design/cluster_train/data_dispatch.md.txt b/develop/doc/_sources/design/cluster_train/data_dispatch.md.txt index 241902cca405c2b6df102257ea8ac8c5c292d4c8..1f5d22ff5e6abcb576d16cbe7391da1967a1ab8e 100644 --- a/develop/doc/_sources/design/cluster_train/data_dispatch.md.txt +++ b/develop/doc/_sources/design/cluster_train/data_dispatch.md.txt @@ -1,27 +1,34 @@ ## 训练数据的存储和分发 +### 概念解释 + ### 流程介绍 生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS,Ceph,AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括: * 数据预处理任务 * Paddle训练任务 * 在线模型预测服务 +
生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS,Ceph,AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括:
在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
+在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用户也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
选择CephFS作为训练数据的存储服务。
-在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。
-在CephFS存储系统中的公开目录,需要保存一些预置的公开数据集(比如MNIST, BOW, ImageNet数据集等),并且可以被提交的job直接使用。
-我们选择CephFS作为存储系统。
+/pfs/$DATACENTER/home/$USER
来访问用户自己的数据。/pfs/$DATACENTER/common
下存放公共数据集合在数据集可以被训练之前,文件需要预先被转换成PaddlePaddle集群内部的存储格式(RecordIO)。我们提供两个转换方式:
+在开始训练之前, 数据集需要预先被转换成PaddlePaddle分布式训练使用的存储格RecordIO。我们提供两个转换方式:
无论是在本地或是云端转换,我们都提供Python的转换库,接口是:
def convert(output_path, reader, num_shards, name_prefix)
以下reader_creator
生成的reader
每次输出一个data instance,每个data instance包涵两个值:numpy.ndarray类型的值和整型的值:
def reader_creator():
def reader():
@@ -260,10 +271,10 @@ random_images-00099-of-00099
PaddlePaddle提供专用的data reader creator,生成给定RecordIO文件对应的data reader。无论在本地还是在云端,reader的使用方式都是一致的:
+PaddlePaddle提供专用的data reader creator,生成给定RecordIO
文件对应的data reader。无论在本地还是在云端,reader的使用方式都是一致的:
# ...
-reader = paddle.reader.creator.RecordIO("/home/random_images-*-of-*")
+reader = paddle.reader.creator.RecordIO("/pfs/datacenter_name/home/user_name/random_images-*-of-*")
batch_reader = paddle.batch(paddle.dataset.mnist.train(), 128)
trainer.train(batch_reader, ...)
使用下面命令,可以把本地的数据上传到存储集群中。
-paddle cp filenames pfs://home/folder/
+paddle pfs cp filename /pfs/$DATACENTER/home/$USER/folder/
比如,把之前示例中转换完毕的random_images数据集上传到云端的/home/
可以用以下指令:
-paddle cp random_images-*-of-* pfs://home/
+paddle pfs cp random_images-*-of-* /pfs/$DATACENTER/home/$USER/folder/
+
+
+需要$DATACENTER
的配置写到配置文件中,例如
+# config file
+[datacenter_1]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter1.paddlepaddle.org
+
+[datacenter_2]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter2.paddlepaddle.org
TODO¶
+
+
+文件访问方式¶
+不用mount的方式来访问数据,而是直接用API的接口远程访问
+例如:
+f = open('/pfs/datacenter_name/home/user_name/test1.dat')
+
+
+
支持用户自定义的数据预处理job¶
diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js
index 08349e3c9aa28fdcbdf8c0f11682edd9f4722c8c..18c147b91b8b25072899b11d4c922383930a56ff 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/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":52,"00186201e":5,"00m":36,"02595v1":9,"03m":36,"0424m":36,"0473v3":10,"055ee37d":42,"05d":49,"0630u":36,"06u":36,"0810u":36,"08823112e":5,"0957m":36,"0ab":9,"0rc1":24,"0rc2":[24,27],"0th":57,"10007_10":56,"10014_7":56,"100gb":36,"100gi":42,"10m":36,"1150u":36,"11\u5b9e\u73b0\u4e86c":22,"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":10,"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":[9,56,57],"302n":36,"30u":36,"32777140e":5,"328n":36,"32u":36,"32x32":[13,49],"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":9,"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":13,"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,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":24,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":22,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":21,"\u4e0d\u4f7f\u7528c":21,"\u4e0d\u4f7f\u7528swig":21,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":21,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":21,"\u4e0d\u5728":22,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":21,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":21,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":24,"\u4e0e\u53ef\u80fd\u6709\u7684":24,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":22,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":21,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":21,"\u4e2a\u6027\u5316\u63a8\u8350":24,"\u4e2d":[21,22],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":21,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":22,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":22,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":22,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":22,"\u4e5f\u4e0d\u751f\u6210":22,"\u4e66\u5199":21,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":21,"\u4ece":24,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":22,"\u4ed6\u662f\u5c06":22,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":21,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":21,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0b":19,"\u4ee5\u53canumpi":19,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":21,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":21,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":22,"\u4f46\u4e0d\u66b4\u9732":22,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":24,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":24,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":22,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":21,"\u4f7f\u7528":[22,24],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":21,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":22,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":22,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":21,"\u4f7f\u7528c":22,"\u4f7f\u7528c99\u505a\u63a5\u53e3":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":21,"\u4f7f\u7528regress":24,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":21,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":21,"\u4f7f\u7528void":21,"\u4f8b\u5982":[21,22,24],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":21,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":21,"\u4f8b\u5982\u5bf9\u4e8epython":21,"\u4f8b\u5982c":21,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":21,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":21,"\u4f8b\u5982python\u7684":21,"\u4f9d\u6b21\u7c7b\u63a8":24,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":21,"\u4fee\u590d\u6240\u6709bug\u540e":24,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":24,"\u4fee\u590dubuntu":24,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":24,"\u505a\u63a5\u53e3":21,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":22,"\u5176\u4e2d":[21,24],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":22,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":24,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":22,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":22,"\u5177\u4f53\u8bf7\u53c2\u8003":22,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":21,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":21,"\u518d\u57fa\u4e8e":24,"\u5199\u4ee3\u7801":21,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":22,"\u51fd\u6570\u547d\u540d":21,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":24,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":24,"\u5206\u652f\u4e2d":24,"\u5206\u652f\u4e3a\u5f00\u53d1":24,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":24,"\u5206\u652f\u4e3a\u7a33\u5b9a":24,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":24,"\u5206\u652f\u5408\u5165":24,"\u5206\u652f\u5408\u5165master\u5206\u652f":24,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":24,"\u5206\u652f\u540d\u4e3a":24,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":24,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":24,"\u5206\u7247":18,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u5ffd\u7565":18,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\u5230":18,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":24,"\u52a8\u6001\u5e93":21,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":22,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":24,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":22,"\u5373\u4f7f\u7528":22,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5373\u4f7fc":22,"\u5373\u4f8b\u5982":22,"\u5373\u4fbfpaddl":22,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":22,"\u5373\u66b4\u9732":22,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":21,"\u53c2\u6570":21,"\u53c2\u8003":21,"\u53d1\u5e03\u5230dockerhub":24,"\u53d1\u5e03\u5230github":24,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":22,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":21,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":21,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":24,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u4ee5\u901a\u8fc7volume\u6216persistentvolume\u6302\u8f7d\u5b58\u50a8\u7a7a\u95f4\u5230\u6bcf\u4e2a\u5bb9\u5668\u4e2d":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u540c\u65f6\u518d\u5c06":24,"\u540c\u65f6\u63d0\u8d77":24,"\u540d\u5b57\u4fee\u9970":21,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":24,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":21,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,21,22,24],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":21,"\u56fe\u50cf\u5206\u7c7b":24,"\u5728":[22,24],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":22,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":22,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u6570\u636e\u96c6\u53ef\u4ee5\u88ab\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6837\u4f8b\u4e2d":22,"\u5728\u7528\u6237\u4f7f\u7528c":22,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":24,"\u5728\u8fd9\u4e2a":24,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":24,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":22,"\u5728c":21,"\u5728c\u7684\u5934\u6587\u4ef6":21,"\u5728cephfs\u5b58\u50a8\u7cfb\u7edf\u4e2d\u7684\u516c\u5f00\u76ee\u5f55":19,"\u5728kubernetes\u4e0a\u8fd0\u884c\u7684\u4e0d\u540c\u7684\u8ba1\u7b97\u6846\u67b6":19,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paramet":18,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":22,"\u5747\u662f\u5728":22,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":21,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":21,"\u5982\u679c\u5931\u8d25":24,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":24,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":22,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":21,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":21,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":22,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":21,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":21,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":21,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":21,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":21,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":22,"\u5bf9\u4e8e\u6bcf\u79cdc":22,"\u5bf9\u6bd4":21,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":22,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":24,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":22,"\u5c06":24,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":21,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":24,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":24,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":21,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":22,"\u5e76\u4e14\u53ef\u4ee5\u88ab\u63d0\u4ea4\u7684job\u76f4\u63a5\u4f7f\u7528":19,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":21,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":21,"\u5e76\u5220\u9664":24,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5c06c":22,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":21,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":24,"\u5efa\u8bae":24,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":22,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":24,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":24,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":22,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"\u5f97\u4f7f\u7528":21,"\u5fc5\u8981":22,"\u60c5\u611f\u5206\u6790":24,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":22,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[21,22],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":22,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":22,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":22,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":22,"\u628a":19,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u63a5\u53e3":[21,22],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":22,"\u63a5\u53e3\u662f":19,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\u6587\u4ef6":21,"\u6587\u4ef6\u5185\u5bb9\u4e3a":21,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u96c6\u7fa4\u5185\u90e8\u7684\u5b58\u50a8\u683c\u5f0f":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":24,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":24,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":21,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\u65f6":18,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":21,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":22,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":21,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":22,"\u662f\u56e0\u4e3ac99\u652f\u6301":21,"\u662f\u6307":22,"\u662f\u7528\u6237\u4f7f\u7528c":22,"\u662fc":22,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":22,"\u6700\u540e\u5220\u9664":24,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":21,"\u6709\u6807\u51c6\u7684":21,"\u6709\u7684\u65f6\u5019":21,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":24,"\u672c\u6587\u6863\u63cf\u8ff0paddl":22,"\u673a\u5668\u7ffb\u8bd1":24,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":21,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":22,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":24,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":21,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":24,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":19,"\u6bcf\u969410\u5206\u949f":18,"\u6bd4\u5982":19,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6bd4\u5982mnist":19,"\u6ce8":18,"\u6d4b\u8bd5docker\u955c\u50cf":24,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":24,"\u7248\u672c\u53f7":24,"\u7248\u672c\u53f7rc":24,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":24,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":21,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":21,"\u751f\u6210\u6587\u6863":21,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9arecordio\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u751f\u6210api\u6587\u6863":21,"\u7528\u4e8e\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":22,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":22,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u901a\u8fc7c":22,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8ec":21,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u7684\u5934\u6587\u4ef6":21,"\u7684\u63a5\u53e3\u6837\u5f0f":21,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":21,"\u7684\u89c4\u8303":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":21,"\u76ee\u5f55\u4e0b":22,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":21,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":22,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":21,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":21,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":24,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":24,"\u7b2c\u4e8c\u4e2a\u4e3a":24,"\u7b49":22,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":22,"\u7b49\u6587\u4ef6":22,"\u7c7b\u4f3c":22,"\u7c7b\u540d\u548cc":21,"\u7c7b\u578b":21,"\u7ea2\u697c\u68a6":47,"\u7ed3\u8bba":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":21,"\u7f16\u8bd1\u578b\u8bed\u8a00":21,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":24,"\u7f16\u8bd1c":22,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1ubuntu\u7684deb\u5305":24,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":22,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":21,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":22,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":21,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":21,"\u800c\u5bf9\u4e8egolang":21,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":21,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":22,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":21,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":22,"\u826f\u597d\u7684\u6587\u6863":21,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":22,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":21,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":21,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":22,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":24,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":24,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":24,"\u8bbe\u7f6e":22,"\u8bc6\u522b\u6570\u5b57":24,"\u8bcd\u5411\u91cf":24,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":24,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":22,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":24,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":22,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":22,"\u8fd9\u4e09\u4e2a\u5206\u652f":24,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":22,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":22,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":22,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":21,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":21,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":22,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":22,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":21,"\u8fd9\u662f\u56e0\u4e3a":21,"\u8fd9\u6837":22,"\u8fd9\u6837\u4fdd\u8bc1":24,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":21,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":24,"\u9009\u62e9cephfs\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u670d\u52a1":19,"\u901a\u5e38":22,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":22,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":24,"\u90a3\u4e48":22,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":21,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":21,"\u91cd\u547d\u540d\u6210":21,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":21,"\u9519\u8bef\u5904\u7406":21,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":21,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":21,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":22,"\u9700\u8981\u4fdd\u5b58\u4e00\u4e9b\u9884\u7f6e\u7684\u516c\u5f00\u6570\u636e\u96c6":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":22,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":24,"\u9700\u8981\u5f15\u7528":22,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":21,"\u9700\u8981\u6ce8\u610f\u7684\u662f":24,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":22,"\ufb01xed":57,"abstract":[34,39],"api\u4e2d\u4f7f\u7528":21,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":22,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":22,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":22,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":22,"api\u65f6":22,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":22,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":22,"api\u66b4\u9732\u7684\u7c7b\u578b":22,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":22,"api\u7684\u5b9e\u4f8b":22,"api\u7684\u5b9e\u73b0\u7ec6\u8282":22,"api\u7684\u63a5\u53e3":22,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":22,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":22,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":22,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":22,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":24,"boolean":[9,21],"break":52,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":24,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":24,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":21,"c\u6709\u6807\u51c6\u7684abi":21,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":21,"case":[9,22,23,25,32,33,34,36,40,42,48,52],"char":54,"class":[5,6,7,8,9,10,11,12,13,15,16,21,38,49,56],"const":34,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":22,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":22,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":22,"core\u6982\u5ff5":22,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":24,"deb\u5305\u7f16\u8bd1\u95ee\u9898":24,"default":[3,7,8,9,10,12,13,15,16,27,37,39,41,42,43,52,54,56,57],"export":[26,49],"final":[10,25,26,34,54,56],"float":[3,7,8,9,11,13,25,34,36,41,47,50,54],"function":[3,5,9,10,11,13,16,17,20,23,25,32,34,36,37,39,48,49,52,55,56,57],"golang\u53ef\u4ee5\u4f7f\u7528":21,"golang\u7684":21,"h\u5e76\u4e0d\u56f0\u96be":21,"imagenet\u6570\u636e\u96c6\u7b49":19,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,25,32,36,42,47,48,49,50,52,54,56,57],"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,23,34,41,52,54,55],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":21,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":24,"long":[2,9,10,13,27,36,55,56],"model\u505a\u5206\u652f\u7ba1\u7406":24,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,23,33,35,42,43,48,52,55,56],"note\u7684\u4e66\u5199":24,"null":[9,34,39,54],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":21,"paddle\u4f7f\u7528git":24,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":21,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":21,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":24,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":24,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":24,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":24,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":21,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":22,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":21,"paddle\u7684c":22,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":22,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":21,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":22,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":21,"paddle_\u7c7b\u578b\u540d":22,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":22,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":24,"patch\u53f7\u52a0\u4e00":24,"public":[13,34,37,42,43,56],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":24,"return":[3,8,9,10,12,13,15,16,19,25,32,34,42,48,50,52,53,54,57],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"short":[9,10,25,54,55,56],"static":[22,42],"super":34,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":21,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":21,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"swig\u76f4\u63a5\u8bfb\u53d6c":21,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":21,"switch":[22,42,56],"tag\u4e3a":24,"throw":42,"true":[3,7,8,9,10,12,13,15,16,23,25,32,34,39,41,42,50,54,55,56,57],"try":[11,17,20,23,36,48,54],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":22,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":24,"void":[21,22,34],"while":[2,3,7,13,23,27,32,39,48,52,56,57],AGE:[42,43],AND:54,ARE:54,AWS:[19,35,44,45],Age:53,And:[3,8,9,11,13,23,29,33,41,42,43,47,50,54,56,57],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,23,25,26,27,32,34,36,37,38,39,41,47,49,50,52,56,57],Going:56,Has:3,IDs:[13,52],Ids:52,Into:42,Its:[3,32,42,54],Not:[16,17,37],ONE:3,One:[8,10,15,32,34,39,48,52,56,57],QoS:43,THE:3,TLS:[16,42],That:[9,13,23,27,39,41],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,23,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],Their:[3,9,17],Then:[5,9,26,27,32,33,34,36,42,43,47,49,54,55,56],There:[8,9,13,15,16,17,25,27,29,36,42,48,49,50,51,52,54,57],These:[37,41,49,55],USE:54,USING:54,Use:[3,16,23,27,34,36,39,40,42,54],Used:10,Useful:3,Using:[17,43,56],VPS:42,WITH:33,Will:[13,15],With:[3,9,10,25,48,55],Yes:27,___fc_layer_0__:42,__init__:34,__list_to_map__:54,__main__:50,__meta__:54,__name__:50,__rnn_step__:32,_error:48,_link:10,_proj:9,_res2_1_branch1_bn:50,_source_language_embed:[32,47],_target_language_embed:[32,47],aaaaa:19,aaaaaaaaaaaaa:42,abc:9,abl:[9,16,48,56],about:[5,9,10,25,36,38,39,42,46,55,56,57],abov:[3,5,9,16,17,20,25,27,36,42,43,48,50,52,55],abs:[10,48],absolut:[2,37],academ:53,acceler:[18,41],accept:[3,5,13,16,23,52,55],acceptor:55,access:[2,9,10,16,20,32,57],accessmod:42,accident:53,accomplish:27,accord:[2,3,8,9,32,33,37,38,39,41],accordingli:[5,34],accordingto:55,accrod:10,accumul:17,accuraci:[8,34,52,53,56],achiev:[36,49],ack:39,acl:56,aclimdb:56,across:9,act:[9,10,25,32,52],act_typ:52,action:[42,53],activ:[0,5,9,10,14,25,26,34,39,52,56],activi:10,actual:[3,9,25],adadelta:52,adagrad:52,adam:[16,52,56,57],adamax:52,adamoptim:[47,52,56,57],adapt:[8,11,25,56,57],add:[3,9,10,13,25,26,33,34,36,41,52,54],add_input:34,add_test:34,add_to:9,add_unittest_without_exec:34,addbia:34,added:[3,8,34],adding:50,addit:[9,10,27,52],address:[17,27,36,39],addrow:34,addtion:37,addtolay:9,adject:56,adjust:25,admin:53,adopt:55,advanc:[32,36,39],advantag:56,adventur:53,adverb:56,adversari:23,advic:36,affect:9,afford:20,afi:3,aforement:37,after:[9,13,20,26,29,32,34,37,39,41,42,43,48,49,50,52,54,55,56,57],again:[16,17,36],against:42,age:[13,54],agg_level:9,aggreg:42,aggregatelevel:9,aid:36,aim:[56,57],aircraft:57,airplan:49,aistat:9,alex:[9,56],alexnet_pass1:41,alexnet_pass2:41,algorithm:[9,11,20,25,32,47,49,56,57],alia:[6,7],align:[9,10,13,57],all:[0,3,7,8,9,11,16,17,22,25,27,32,33,34,36,37,38,39,41,42,43,47,48,50,52,53,54,55,56,57],alloc:[7,34,41],allow:[16,27,33,34,36,39,42,52],allow_only_one_model_on_one_gpu:[38,39,41],almost:[10,25,37,47],along:56,alreadi:[17,27,36,37,39,42,43,56],alreali:[38,57],also:[2,3,9,10,13,16,23,26,27,32,34,36,37,43,48,49,50,52,55,56],although:25,alwai:[5,9,10,15,23,25,39,42,57],amaz:49,amazon:[42,43,52,56],amazonaw:42,amazonec2fullaccess:42,amazonelasticfilesystemfullaccess:42,amazonroute53domainsfullaccess:42,amazonroute53fullaccess:42,amazons3fullaccess:42,amazonvpcfullaccess:42,ambigu:[23,55],amd64:42,amend:33,american:49,among:[42,56],amount:[36,56],analysi:[25,36,51,55],analyz:[52,56],andd:42,ani:[2,3,9,10,13,16,17,23,32,33,36,42,52,54,57],anim:53,annot:55,annual:55,anoth:[3,9,16,27,39,42,55,56],ans:42,answer:[25,42,55],anyth:[13,23,33,42,55],api:[13,15,16,24,26,34,36,42,46,48,52,54,56],api_trainer_config_helpers_data_sourc:54,api_trainer_config_helpers_lay:32,api_trainer_config_helpers_layers_context_project:54,api_trainer_config_helpers_layers_cos_sim:54,api_trainer_config_helpers_layers_data_lay:54,api_trainer_config_helpers_layers_embedding_lay:54,api_trainer_config_helpers_layers_fc_lay:54,api_trainer_config_helpers_layers_pooling_lay:54,apiserv:42,apivers:[42,43],apo:57,appar:57,appear:55,append:[3,15,23,32,34,37,54],append_gradient_machin:15,appleclang:26,appleyard:36,appli:[0,9,10,32,34,49,52],applic:[27,36,42,43,56],appreci:[33,56],approach:9,apt:[26,29,49],arbitrari:9,architectur:[47,55,56,57],architecur:56,archiv:[13,21,22],arg:[3,8,9,10,13,25,38,48,49,50,52,54,55,56],arg_nam:9,argu:55,argument:[3,5,9,13,20,32,34,39,40,47,48,49,50,54,55,56,57],argv:50,arn:42,around:[3,9,42],arrai:[5,9,13,15,23,25,50],art:[25,55],articl:[37,43],artifact:42,artifici:48,artist:53,arxiv:[9,10,48,56],ask:17,aspect:56,assign:[9,20,39,42],associ:[55,56,57],assum:[9,32,41,47],assur:2,astyp:[23,48],asyc:17,async:[17,38],async_count:39,async_lagged_grad_discard_ratio:39,async_lagged_ratio_default:[38,39],async_lagged_ratio_min:[38,39],asynchron:[17,39],atla:26,atlas_root:26,attenion:10,attent:[9,10,27,57],attitud:56,attr:[7,9,10],attribut:[3,9,10,14,34,47,55],auc:38,auc_evalu:8,aucvalidationlay:39,authent:42,author:[42,50],authorized_kei:37,autmot:33,auto:[21,34,36,51,54],autom:[42,57],automak:26,automat:[9,16,26,32,34,37,38,39,42,54,55,57],automaticli:9,automobil:49,avail:[17,26,42],availabel:26,averag:[8,9,12,20,39,50,52,54,55,56,57],average_test_period:[38,39,55],average_window:56,averagepool:9,avg:[36,52],avgcost:[52,54,56,57],avgpool:[9,52],avoid:[17,36],avx:[26,27,29],await:43,awar:[16,17,27,42],aws_account_id:42,awsaccountid:42,awskeymanagementservicepowerus:42,b2t:47,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,ba5f:42,back:[3,17,27],backward:[6,9,10,32,34,39,41],backward_first:32,backwardactiv:34,bag:[52,56],baidu:[0,9,25,29,33,43,47],baik:47,balanc:[39,42,48],balasubramanyan:56,bank:55,bardward:10,bare:43,barrier:39,barrierstatset:36,base:[9,10,12,13,16,20,25,29,32,33,34,36,37,39,42,47,48,52,54,56,57],baseactiv:9,baseev:15,basematrix:34,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,54],bash:[27,42,43],bashrc:26,basic:[3,9,15,27,33,34,52,53,56],batch:[3,9,10,11,13,15,16,17,19,34,37,39,42,43,48,49,50,52,54,55,56,57],batch_0:50,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,23],batch_siz:[3,13,25,37,47,48,49,52,54,56,57],batchsiz:[9,34],bbbbb:19,bcd:9,bcebo:13,beam:[9,32,39,55,57],beam_gen:[9,32],beam_search:[15,32],beam_siz:[9,32,38,39,41],beamsiz:57,becaus:[5,9,13,16,17,23,32,33,34,41,42,49,52,55],becom:[33,36],been:[3,20,26,33,49,52,55,56,57],befor:[5,9,10,17,23,27,33,37,42,49,54,56,57],begin:[5,8,9,34],beginiter:[15,16],beginn:32,beginpass:[15,16],begintrain:16,behavior:36,being:[17,23,48],belong:[9,57],below:[3,9,13,17,23,32,34,36,37,42,48,49,52,54],benefit:10,bengio:9,bertolami:56,besid:[2,9,13,57],best:[9,26,27,39,52,54,56,57],best_model_path:55,besteffort:43,beta1:11,beta2:11,beta:50,better:[9,10,25,37,42,48,54],between:[9,11,17,22,25,33,42,48,52,53,56,57],bgr:50,bi_gru:10,bi_lstm:10,bia:[9,10,11,32,34,50],bias:[9,34],bias_attr:[9,10,25,32],bias_param_attr:10,biases_:34,biasparameter_:34,biassiz:34,bidi:43,bidirect:[10,32,55,57],bidirectional_lstm_net:56,big:36,bigger:17,biggest:56,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:36,bin:[26,27,37,42,43,54],binari:[3,8,9,13,36,42,47,52,56],bird:49,bison:26,bit:52,bitext:57,bla:26,blank:[9,42],block:[9,18,20,25,34,36,39,50,56],block_i:9,block_x:9,blog:56,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:56,book:13,bool:[3,7,8,9,10,12,13,34,39,41,52,54,56],boot:[9,32],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,32],boot_with_const_id:9,bootstrap:26,bos_id:[9,32],both:[0,6,7,9,10,16,17,27,32,34,36,42,48,50,52],bottleneck:[36,50],bottom:56,bow:[19,52,56],box:36,branch:[9,16,24,33],breadth:[39,57],brendan:56,brew:26,briefli:36,broadcast:17,brows:27,browser:[27,42],bryan:56,bucket_nam:42,buf_siz:13,buffer:[3,13,23,39],buffered_read:23,bug:42,bui:56,build:[0,13,25,27,30,39,42,44,45,47,49,50,52,54,56,57],build_dict:13,built:[0,26,27,48,55],bunch:[36,52],bunk:56,button:[33,42],c11:21,c99:22,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:[3,8,9,10,11,17,32,34,36,39,41,48,54],call:[3,9,10,16,20,25,27,32,34,36,39,42,49,50,52,56,57],callabl:[3,9,13],callback:34,caller:42,caltech:49,can:[2,3,5,7,8,9,10,13,16,17,20,23,25,26,27,29,32,33,34,36,37,38,39,41,42,43,47,48,49,50,52,54,55,56,57],can_over_batch_s:[3,55],candid:9,cannot:34,caoi:57,capabl:[26,56],capac:42,capi:21,capi_prvi:22,caption:[25,57],captur:[25,37],card:37,care:[10,23,38,39,53],carefulli:[37,39,50],cat:[27,49,50,56],categor:55,categori:[9,13,17,52,56],categorig:13,categoryfil:43,caus:17,caution:[42,43],ccb2_pc30:57,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,56],center:3,ceph:[19,43],certain:[2,38,55],certif:[16,42],cffi:21,cfg:43,cgo:21,chain:[13,34],challeng:17,chanc:[16,34,52],chang:[9,13,20,23,25,27,32,33,34,36,39,42,52,56],channel:[9,36,37,50],channl:[37,50],char_bas:54,charact:[52,54],character:25,characterist:[41,49],check:[3,13,25,26,27,33,39,41,42,53],check_align:13,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,china:27,chines:51,chmod:[26,42],choic:[27,53],choos:[39,52,54],chosen:[2,53,57],chunk:[20,48,55],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[48,49],cifar_vgg_model:49,claim:42,claimnam:42,clang:[21,26,27,33],class1:56,class2:56,class_dim:56,classfic:[50,56],classfiic:49,classic:[9,25],classif:[3,5,9,41,50,51,52,56,57],classifc:56,classifi:[48,49,50,52,56],classification_cost:[49,52],classification_error_evalu:[8,48,52,56,57],classification_error_printer_evalu:8,claster:42,clean:[5,54],cleric:53,cli:42,click:[33,36,42],client:33,clip:[7,39,52,56],clock:9,clone:[26,27],close:[3,23],closer:25,cloud:17,cls:52,cludform:42,cluster:[16,17,38,39,43,52,57],cluster_train:37,cm469:42,cmake3:26,cmake:[22,26,34,36],cmakelist:34,cmatrix:[21,22],cmd:43,cna:9,cname:42,cnn:[9,43,50,52],code:[0,3,5,13,16,23,25,26,27,28,32,34,35,36,37,42,43,48,52,53],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,25,53],collectbia:34,colleg:53,color:[49,50],colour:13,column:[8,9,23,34,47,57],column_sum_evalu:8,colunm:57,com:[9,10,13,26,27,29,33,42,43,50],combin:[9,10,13,15,48,54,56],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:[10,33,52,56],commnun:37,common:[32,34,38],common_util:[37,54],commonli:[32,36,41],commun:[0,17,34,37,42],compani:56,compar:[34,48,52],compat:3,compet:56,competit:48,compil:[26,27,33,34],complet:[0,5,9,10,13,15,17,20,34,42,43,52],complex:[2,3,10,23,32,36,52],complic:9,compon:34,compos:[13,16,48,55],composenotalign:13,compress:20,comput:[9,10,16,17,25,26,27,32,34,36,41,42,52,54,55,56],computation:32,conat:9,concat:57,concat_lay:32,concaten:10,concept:[3,16,27,32],concern:16,concurr:17,concurrentremoteparameterupdat:39,condit:[9,20,32,37,43,57],conduct:36,conf:[5,9,37,47,48,50,57],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:[3,7,9,10,25,34,37,38,39,42,43,47,48,49,50,52,56,57],config_:39,config_arg:[38,39,41,50,52,55,56],config_bas:[8,9,10,15],config_fil:55,config_gener:[37,54],config_lay:34,config_pars:[5,34],configur:[1,2,3,5,9,25,33,34,36,39,47,49,50,56,57],conflict:33,confront:57,congest:39,conll05st:55,conll:[13,55],connect:[2,10,25,34,42,43,48,49,50,52,54,56],connectionist:[9,56],connor:56,consequ:[9,10],consid:[8,9,11,26,27,36,41,49],consider:[3,10],consist:[9,13,20,23,49,50,52,55,57],consol:[36,42],constant:34,construct:[3,5,16,32,54],construct_featur:54,constructor:34,consum:[17,56],contact:17,contain:[3,8,9,10,12,13,15,16,20,28,29,32,33,37,42,49,50,52,53,56,57],containerport:42,contemporan:56,content:[43,55,56],context:[9,10,13,32,47,52,54,55,56,57],context_attr:10,context_len:[9,10,52,54],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,54],context_start:[9,10,52],contibut:33,contin:42,continu:[3,17,29,39],contrast:[9,57],contribut:[0,28,35,56],contributor:0,control:[7,27,39,42,43,57],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,37],converg:[37,48,56],convert:[3,5,13,19,23,32,47,49,50,52,54],convlay:9,convolut:[9,10,48,50,54],convoper:9,convtran:9,convtranslay:9,cool:[3,33],coordin:17,copi:[15,16,20,27,42,48,54],copy_shared_paramet:48,copytonumpymat:48,core:[3,7,22,39,57],coreo:42,corespond:55,corpora:57,corpu:[13,55],correct:[3,8,9,34,42],correctli:[8,13,34,48],correl:[25,49,56],correspoind:16,correspond:[3,5,16,25,32,34,49,53,55,56,57],corss_entropi:16,cos:9,cos_sim:54,cosin:[9,54],cost:[5,11,15,16,25,39,48,52,54,56,57],cost_id:9,could:[3,5,9,13,15,16,20,23,27,36,37,42,52,54],count:[17,23,36,39,41,43,47,54,55,56,57],counter:[17,20],coupl:25,coverag:26,coveral:26,coveralls_uploadpackag:26,cpickl:[50,54],cpp:[21,22,33,34,36,52,54,57],cpu:[2,3,7,9,24,26,29,36,39,43,48,55,56,57],cpuinfo:27,cpusparsematrix:22,craftsman:53,crash:[17,36,37,39],crazi:37,creat:[5,7,9,13,15,16,17,25,26,27,34,37,39,47,48,49,57],create_bias_paramet:34,create_input_paramet:34,createargu:48,createfromconfigproto:[5,48],createstack:42,creation:42,creationd:42,creator:[13,19],credit:48,crf:55,crime:53,critic:56,crop:50,crop_siz:50,cross:[9,52,55],cross_entropi:[9,16,48],cross_entropy_with_selfnorm:9,csc:34,cslm:57,csr:34,csv:53,ctc:8,ctc_error_evalu:8,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],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:[9,12,26,29,39],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[38,39],cudnn_convt:9,cudnn_dir:[38,39],cudrivergetvers:36,cuinit:36,cumul:9,curl:[26,42],current:[3,9,17,25,27,32,33,34,37,39,42,52,56,57],current_word:32,currentcost:[52,54,56,57],currentev:[52,54,56,57],curv:[16,49,55],custom:[2,3,16,34,42,53,56],custom_batch_read:23,cutoff:13,cycl:17,cyclic:9,cython:21,d3e0:42,dai:57,daili:56,dalla:3,dan:55,danger:3,darwin:42,dat:[13,37,54],data:[1,2,3,5,8,10,11,15,16,19,20,26,27,34,36,37,38,39,41,44,50,53],data_batch_gen:48,data_dir:[47,49,56,57],data_feed:13,data_fil:25,data_initialz:52,data_lay:[3,25,32,48,49,52,54,55],data_nam:13,data_read:[13,23],data_reader_creator_random_imag:23,data_sourc:48,data_typ:[9,13],databas:[13,56],datadim:9,datalay:9,dataprovid:[2,25,32,37,54,55],dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:9,dataset:[1,3,19,23,25,39,47,49,50,52,55,56],date:55,db_lstm:55,dcgan:48,dcmake_install_prefix:26,dead:17,deal:[33,48],deb:[28,29],debian:[27,28],debug:3,decai:[11,49],decent:20,decid:[16,23],declar:[9,54],decod:[9,10,32,55,57],decoder_boot:32,decoder_group_nam:32,decoder_input:32,decoder_mem:32,decoder_prev:10,decoder_s:32,decoder_st:[10,32],deconv:9,deconvolut:9,decor:[3,13,34],decreas:25,decrypt:42,deep:[0,9,25,27,30,36,48,49,50,52,55],deeper:[25,27,50],deer:49,def:[3,9,13,16,19,23,25,32,34,48,50,52,54,55],defalut:[9,39,41],default_devic:41,default_valu:41,defferenct:3,defin:[2,3,9,10,13,16,17,23,25,32,34,37,39,47,48,49,54,55],define_py_data_sources2:[3,25,49,50,52,54],defini:57,definit:[3,13,17,20,25,27,47,52,56],degre:9,del:54,delai:39,delar:52,delet:17,deletestack:42,delimit:[8,53,54],demand:17,demo:[9,13,32,37,43,44,47,48,49,50,51,52,53,54,55,56,57],demograph:53,demolish:43,demonstr:[25,32,48,54],denot:[41,52,53,55],dens:[3,9,13,34,42,52,54],dense_vector:[3,5,9,13,25,54],dense_vector_sequ:13,depend:[17,25,27,29,37,41,49,53],deploi:[37,41],deploy:[37,42],deriv:[6,16],descent:[9,17],describ:[16,20,25,34,42,43,48,52,55],describestack:42,describestackev:42,describestackresourc:42,descript:[5,26,32,40,42,49,54],deseri:15,design:[3,9,13,21,56],desir:[17,42,43,47],destructor:34,detail:[3,5,7,9,10,11,20,32,33,34,36,37,40,41,42,43,47,48,50,52,54,56,57],detect:8,determin:[3,9,13,34,48],dev:[26,27,49,54,57],devel:26,develop:[0,24,26,33,38,39,57],deverlop:39,deviat:7,devic:[7,39,57],deviceid:41,devid:[9,39],dez:56,diagnos:37,diagram:50,dict:[3,13,15,52,54,56,57],dict_dim:56,dict_fil:[8,32,52,55],dict_siz:13,dictionai:52,dictionari:[3,8,9,13,15,16,32,41,50,52,54,55,56,57],dictsiz:57,did:3,differ:[3,8,9,17,25,27,32,33,34,37,39,42,43,47,49,50,52,56,57],difficult:25,dig:[27,36,42],digit:[3,9],dim:[13,34,47,50,52,56],dimens:[6,9,12,13,34,41,47,52,54,56],dimension:[3,25,32,34,48,52],dimenst:47,dimes:9,din:54,dir:[37,50,52,54,55,56,57],dirctori:27,direct:[9,10,27,50,55],directli:[2,3,10,25,27,37,43,56],directori:[2,19,26,27,33,36,37,39,43,49,50,52,54,55,56,57],diretcoti:50,dis_conf:48,dis_train:48,dis_training_machin:48,disabl:3,discard:[13,17,20,39],discount:9,discov:[17,55],discoveri:42,discrep:36,discrimin:48,discriminator_train:48,discuss:[16,20],disk:43,dispatch:[37,39],disput:57,dist_train:16,distanc:8,distibut:47,distinguish:[37,48,57],distribut:[9,20,26,35,43,44,45,48,52,55],distribute_test:[38,39],distributedli:34,disucss:16,divid:[11,38,49,57],diy_beam_search_prob_so:[38,39],dmkl_root:26,dns:42,do_forward_backward:23,doc:[5,10,13,26,27,37],docker:[24,28,42,44,45],docker_build:16,docker_push:16,dockerfil:27,dockerhub:27,doctor:53,document:[3,5,10,26,33,41,49,52,54,55,56],documentari:[3,53],doe:[3,5,10,17,20,23,25,29,32,34,36,52,54,55],doesn:[7,9,13,16,23,33,36,43,57],dog:[49,50],doing:36,domain:42,don:[10,16,23,25,42,56],done:[9,10,17,20,32,36,42,48,56],dopenblas_root:26,dot:[39,50,57],dot_period:[39,41,48,49,54,56,57],dotmuloper:9,dotmulproject:9,doubl:[3,26,39],down:[36,52],download:[13,17,27,29,48,49,52,55,56],download_cifar:49,downsampl:49,doxygen:[26,33],dpkg:29,drama:53,drop:3,drop_rat:7,dropout:[7,9,34,52],dropout_r:10,drwxr:43,dtoh:36,dtype:[5,25,50],dubai:57,due:[20,53,54],dummi:20,duplic:53,durat:[20,36],dure:[2,3,9,17,20,25,33,34,38,39,42,52,54,55,57],durn:3,dwith_c_api:22,dwith_doc:26,dwith_profil:36,dwith_python:22,dwith_swig_pi:22,dwith_tim:36,dynam:[2,3,22,23,26,36,39],dynamic_cast:34,each:[2,3,5,8,9,12,13,15,17,20,23,25,27,32,33,34,37,39,41,42,47,49,50,52,53,54,55,56,57],each_feature_vector:6,each_meta:54,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,23,50],easi:[0,23,27,34,37,52],easier:[16,23,34],easili:[16,23,25],echo:[27,54,56],edit:[8,27,42],editor:[27,33],edu:[13,42,43,49],educ:53,eeoi3ezpr86c:42,effect:[3,39,42],effici:[0,2,3,32,34],efg:9,efs:42,efs_dns_nam:42,efsvol:42,eight:55,either:[9,13,15,16,36,52,54],elb:42,elbapis:42,elec:52,electron:[43,52],elem_dim:9,element:[3,5,8,9,10,13,15,20,23,52,56,57],elif:[16,54],elimin:55,els:[9,16,27,34,50,52,54],emac:[27,33],emb:[43,52],embed:[16,32,51,54,56],embedd:55,embedding_lay:[32,52,54],embedding_nam:[9,32],embedding_s:[9,32],emphas:36,empir:9,emplace_back:34,emploi:[32,53],empti:[8,13,17,25],emul:57,enabl:[3,7,20,36,37,39,42],enable_grad_shar:[38,39],enable_parallel_vector:39,enc_proj:[10,32],enc_seq:10,enc_vec:32,encod:[10,20,32,57],encoded_proj:[10,32],encoded_sequ:[10,32],encoded_vector:32,encoder_last:9,encoder_proj:32,encoder_s:32,encrypt:42,encrypt_decrypt:42,end:[3,8,9,23,25,32,39,47,55,56,57],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:42,endtrain:16,engin:[0,36,53],english:[3,9,57],enjoi:27,enough:25,ensembl:10,ensur:[3,17,34],enter:[27,53],entir:[9,10,56],entri:[13,20,34,42,53],entropi:[9,52,55],enumer:[6,52,54],enumerate_data_types_of_data_lay:13,env:[33,42],environ:[16,26,27,29,36,37,38,39,42,43,48,49,54],eol:33,eos_id:[9,32],epel:26,epoch:53,epsilon:11,equal:[9,10,17,39],equat:[9,10,11,27],equilibrium:48,equip:[26,32],equival:[9,16],error:[7,8,9,11,16,20,25,29,34,37,39,42,49,50,52,53,54,56,57],error_clipping_threshold:7,especi:[3,10,55],essenc:16,essenti:[9,16,26,55,57],estat:25,estim:[9,16],eta:43,etc:[13,23,27,37,38,41,42,56,57],etcd:[17,20],eth0:[37,42],ethternet:37,eval:[8,52,54,56,57],eval_bleu:57,evalu:[2,9,14,15,36,37,52,56,57],evaluate_pass:56,evalut:[25,57],even:[16,23,36,39,56],evenli:42,event:43,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,32,33,34,39,52,55,56,57],everyth:[25,33],exactli:[3,8,9,10,27,42,55],exampl:[2,3,9,10,11,13,15,23,25,26,27,32,34,36,37,38,39,41,42,43,49,50,51,52,56,57],exceed:9,except:[3,13,41,47,54,56],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[27,39],execut:[17,20,34,36,42,53,55,56],exist:[16,17,23,34,39,42,53,56],exit:[39,43],expand:[34,55,56,57],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,36,56],expens:57,experi:41,expir:17,explain:[3,8,17,37,48,56],explan:[9,52,57],explanatori:[25,27],explicit:34,explicitli:[3,16],exploit:49,explor:9,exponenti:6,expos:[27,42],express:[16,42,56],extend:[0,54],extens:[53,54,57],extent:22,extern:[3,21,22],extra:[7,9,10,25],extra_input:9,extra_lay:15,extraattr:[7,41],extraattribut:[9,10],extraattributenon:9,extract:[9,42,49,55,56],extract_fea_c:50,extract_fea_pi:50,extract_para:47,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,36],extremli:2,f120da72:43,f7e3:42,fa0wx:43,fabric:37,facotr:9,fact:50,factor:[7,9,11],factori:21,fail:[3,17,20,39,41,43,49],failur:17,fake:48,fake_imag:23,fals:[3,7,8,9,10,11,13,23,25,32,34,39,41,43,47,52,54,55,56,57],false_label:23,false_read:23,famili:57,familiar:[3,25],fanscin:3,fantasi:53,fantast:52,far:0,farmer:53,fascinatingli:2,fast:[9,20,33,36],faster:[9,10,17,32,36,56],fault:20,favorit:33,favourit:27,fbd1f2bb71f4:43,fc1:[34,41],fc2:41,fc3:41,fc4:41,fc8a365:42,fc8a:42,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,25,34,41,52,54],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:34,fdata:55,fea:50,fea_output:50,feat:56,featur:[3,6,9,13,33,39,49,52,56,57],feature_map:54,feed:[10,13,15,16,25,56],feedback:0,feeder:13,feedforward:49,femal:53,fernan:56,festiv:3,fetch:[13,17,32,34],few:[3,17,23,27],fewer:9,fg0:9,field:[9,15,36,42],figur:[16,32,34,36,47,48,49,50,55,56,57],file1:57,file2:57,file:[2,3,5,8,9,13,15,16,17,19,20,22,23,25,26,27,32,33,34,37,39,47,49,50,55,56,57],file_list:3,file_nam:[3,25,50,52,55],filenam:[3,19,54],filer:9,filesystem:[27,42],fill:[9,17,20,42,52],film:53,filter:[9,50],filter_s:[9,10],filter_size_i:9,finali:37,find:[9,11,17,27,36,49,56,57],fine:[7,20,54],fingerprint:42,finish:[3,17,20,27,37,42,43,49],finit:34,first:[3,9,13,16,17,20,25,27,29,32,33,34,36,39,41,42,47,48,49,50,52,54,55,56,57],first_seq:32,firstn:13,firstseen:43,fit:[2,13,33],five:[36,52],fix:[3,7,21,57],flag:[13,39,48,49,55],flexiabl:23,flexibl:[0,2,9,10,16,32],flight:57,float32:[5,13,23,25,48,50],floor:9,flow:[24,33],fly:[25,52],fnt03:42,focu:[3,36],folder:[19,26,42,49,56,57],follow:[2,3,8,9,10,11,13,16,17,20,23,26,27,29,32,33,34,36,37,41,42,43,44,45,47,48,49,50,52,53,54,55,56,57],fool:48,forbid:16,force_load:21,forecast:56,forget:[11,16,56],form:[2,3,10,11,36,55],format:[2,3,8,20,25,33,34,39,42,47,49,53,54,56],former:[16,57],formula:[9,10],formular:9,forward:[6,10,32,33,34,41,48,55,56],forwardactiv:34,forwardtest:5,found:[3,5,9,26,32,48,49,52,56],four:[3,29,47,50,52,54,55,56],frame:8,framework:[16,34,50,52,56],free:[13,57],french:57,frequenc:[13,36,47,52,56],frequent:[20,23,37,57],frog:49,from:[0,3,5,9,10,13,15,17,19,20,23,25,27,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],from_timestep:9,fromfil:[23,25,50],fulfil:36,full:[9,17,27,32,34],full_matrix_project:[10,32],fulli:[25,33,34,36,48,49,50,52,54,56],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:47,fullyconnectedlay:34,func:[13,20],fundament:25,further:9,fusion:54,gain:9,game:48,gamma:50,gan:16,gan_train:48,gap:39,gate:[9,10,56],gate_act:[9,10],gate_recurr:9,gather:[9,34,54],gauss:7,gaussian:48,gcc:[21,26,27],gdebi:29,gen:[9,57],gen_conf:[48,57],gen_data:57,gen_result:57,gen_train:48,gen_training_machin:48,gen_trans_fil:32,gender:[13,53,54],gener:[2,3,5,8,9,10,13,15,16,17,19,20,23,25,26,27,36,37,39,41,42,47,50,51,52,54,56],generated_word_embed:9,generatedinput:[9,32],generator_conf:48,generator_machin:48,generator_train:48,genert:3,genr:[53,54],gereat:8,get:[3,9,10,13,15,20,25,26,29,32,34,36,37,42,46,49,50,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[41,52,54,56],get_data:[43,52,55],get_dict:13,get_embed:13,get_imdb:56,get_input_lay:34,get_mnist_data:48,get_model:50,get_movie_title_dict:13,get_nois:48,get_output_attr:10,get_shap:15,get_training_loss:48,get_word_dict:13,getbatchs:34,getenv:16,getinput:34,getinputgrad:34,getinputvalu:34,getoutputgrad:34,getoutputvalu:34,getparameterptr:34,getsiz:34,getslotvalu:48,gettask:20,gettempl:42,gettranspos:34,getw:34,getweight:34,getwgrad:34,gfortran:26,gildea:55,gist:10,git:[24,26,27,33],github:[9,10,26,27,29,50],give:[3,17,25,27,34,36,42,52],given:[3,13,15,23,34,39,48,52,55,56,57],global:[3,7,16,17,36,39,42,54,56],global_learning_r:7,globalstat:36,globalstatinfo:36,globe:3,goal:[36,55],gob:20,godoc:21,goe:[9,10,17,25],going:[52,56],good:[9,23,36,56,57],goodfellow13:9,googl:16,googleapi:42,gpg2:42,gpg:42,gpu:[2,3,7,9,12,24,26,29,35,37,48,49,50,54,55,56,57],gpu_id:[39,41,48],gpugpu_id:38,grab:[17,56],grad:[39,53],grad_share_block_num:[38,39],gradient:[7,8,9,11,15,17,20,39,52,56],gradient_clipping_threshold:[7,52,56],gradient_machin:[15,22],gradient_printer_evalu:8,gradientmachin:[5,15,22,48,54,57],gradual:[25,36],grai:49,gram:[47,56],grant:42,graph:[9,15,17,47],graphviz:50,grave:56,grayscal:3,greater:9,grep:[27,56],groudtruth:32,ground:[8,9,52,57],group:[10,20,56],group_id:54,group_input:32,grouplen:[13,53],gru:[9,32,52,57],gru_attr:10,gru_bias_attr:10,gru_decod:32,gru_decoder_with_attent:32,gru_encoder_decod:[47,57],gru_memori:10,gru_siz:52,gru_step:[10,32],gru_step_lay:32,grumemori:[10,32],gserver:[9,34],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:10,gzip:[20,43],hack:[28,37],hadoop:16,half:42,hand:[53,54,56],handl:[16,23,37,54,56],handler:15,handwrit:[3,56],happen:20,hard:[42,52],hardwar:[27,36],has:[3,5,9,10,11,13,16,17,20,27,32,34,36,42,43,47,49,52,53,54,55,56,57],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,23,25,26,27,32,33,34,36,37,39,41,42,47,49,52,53,54,56,57],hdf:[2,19],head:[33,47,56],header:[22,25,34,47,50,54],health:53,heavi:37,height:[9,13,21,23,34,49],held:17,hello:16,help:[3,5,33,37],helper:[9,10,34],here:[3,5,7,9,10,13,16,17,23,25,26,32,37,38,41,42,43,47,49,50,51,52,53,54,55,56,57],heurist:[9,39,57],hidden:[9,10,32,42,52,54,56],hidden_s:[10,54],hierarch:[9,32],high:[7,34,48],higher:2,highest:[13,57],highli:[2,3,13,32,41,54,56],him:16,hint:25,histor:56,hl_get_sync_flag:34,hold:[16,17,20,42],home:[19,37,42,43],homemak:53,honor:20,hook:[3,54,55],hope:0,horizont:[9,50],horror:53,hors:49,horst:56,host:[26,27,37,42,43],hostnam:[37,42],hostpath:43,hostport:42,hot:54,hour:57,hous:[3,13,25,47],how:[2,3,7,9,16,17,20,25,32,37,39,42,43,46,49,50,52,54],howev:[3,10,23,25,32,33,38,39,42,56,57],hpp:21,html:[13,27,49],htod:36,http:[9,10,13,26,27,29,33,42,43,48,49,50,57],huber:9,huge:[9,33],huina:56,human:57,hyper:[9,34],hyperplan:13,i0601:54,i0706:57,i0719:57,i1117:36,iamfullaccess:42,iamusersshkei:42,ib0:37,ics:13,icwsm:56,id_input:[8,32],idea:[9,23],ident:[25,27,42,53],identifi:[32,34],identityoffsetproject:9,identityproject:9,ids:[8,9,34,52,54],idx:[20,34],ieee:56,ignor:[3,8,9,39,47],ijcnlp:56,illustr:[3,17,32,34,36,52],ilsvrc:50,imag:[3,12,13,16,23,25,28,41,42,44,45,48,50,51,57],image_a:23,image_b:23,image_classif:49,image_fil:23,image_lay:23,image_list_provid:50,image_nam:16,image_path:23,image_provid:49,image_reader_cr:23,image_s:50,imagenet:[19,51],imagepullpolici:42,imageri:9,images_reader_cr:23,imdb:53,imdber:56,img:[3,9,49],img_conv:10,img_featur:3,img_pool:10,img_siz:49,imgsiz:36,imgsizei:36,imgsizex:36,immedi:42,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,32,52,55],importerror:54,improv:[0,36,42,56,57],inbound:42,includ:[2,3,9,10,13,16,21,22,26,27,32,34,36,39,42,43,47,52,53,55,57],inconsist:53,incorrect:9,increas:[17,20,39,57],increment:39,incupd:34,inde:[13,23,27],independ:[9,52],index:[3,8,9,12,13,15,17,20,32,37,42,54],indexslot:[9,55],indic:[3,8,9,25,37,42,55],individu:[17,25,42],industri:17,infer:[1,16,17,21,26],infiniband:37,info:[8,9,13,34,37],infom:33,inform:[5,13,34,36,39,42,53,54,55,56,57],infrastructur:[42,48],ingor:39,ininst:16,init:[7,34,41,42,48,52,54,55],init_hook:[52,54,55],init_model_path:[38,39,41,47,52,55],initi:[3,5,7,9,13,20,32,34,39,47,48,52,55],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,48],inlcud:10,inlin:42,inner:34,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,23,25,32,34,41,47,48,49,50,52,54,55,56,57],input_data:34,input_data_target:34,input_featur:6,input_fil:[25,55],input_hassub_sequence_data:34,input_id:9,input_imag:[10,49],input_index:34,input_label:34,input_lay:34,input_nam:16,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:[3,13],insid:[8,9,17,23,27,42],inspir:47,instal:[27,30,33,37,43,49,50,54,55,56],instanc:[9,17,19,32,34,36,39,55],instance_ip:42,instanti:17,instead:[9,10,12,23,27,33,37,52,57],instruct:[27,29,36,52],int32:39,integ:[3,8,9,13,20,21,32,34,52,56],integer_valu:[3,13,52],integer_value_sequ:[3,13,32,52,55],integr:[26,55],intend:0,inter:[9,37],interact:[27,42],intercept:9,interest:[36,56],interfac:[1,5,7,9,10,20,37,42,49,54,56],interg:52,intergr:9,intermedi:55,intern:[9,10,13,15,42],internet:[17,56],interpret:[3,8,26,36],interv:56,intrins:26,introduc:[3,17,43,54,56],introduct:[4,48],invalid:23,invari:49,invok:[3,9,15,36,42,54],involv:48,iob:8,ioe:8,ips:42,ipt:[9,32],ipython:16,is_discriminator_train:48,is_gener:[9,47,48,57],is_generator_train:48,is_kei:54,is_loc:15,is_predict:[52,54,56],is_seq:[9,32,54],is_sequ:54,is_stat:7,is_test:[50,55,56],is_train:3,isn:36,isol:27,isspars:34,issu:[26,27,36],item:[9,13,15,23],iter:[9,10,11,13,15,16,17,23,49,55,56],its:[3,8,9,10,16,17,20,34,36,39,42,47,48,49,52,56,57],itself:[10,17],java:21,jeremi:36,jie:[55,56],jmlr:9,job:[5,13,38,39,41,50,52,54,55,56,57],job_dispatch_packag:37,job_id:13,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,join:17,joint:[47,57],jointli:[10,57],journal:[55,56],journei:27,jpeg:49,jpg:50,json:[37,42,43,54],jth:10,judg:57,jupyt:27,just:[3,6,8,9,10,13,20,25,33,37,41,42,47,49,54,55,56],jx4xr:42,jypyt:16,k8s_data:42,k8s_job:16,k8s_token:16,k8s_train:42,k8s_user:16,kafka:19,kaim:9,kaimingh:50,kebilinearinterpbw:36,kebilinearinterpfw:36,keep:[3,9,17],kei:[3,13,15,17,20,36,37,54,56],kernel:[9,36,52],key1:39,key2:39,key_pair_nam:42,keyid:42,keymetadata:42,keypair:42,keyserv:42,keystat:42,keyusag:42,keyword:3,kill:[17,42],kind:[2,3,16,17,25,42,43,48,52,54],kingsburi:55,kms:42,know:[3,10,16,20,25,34,36,42,54],knowledg:56,known:[48,56,57],kriz:[13,49],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:42,kubectl:43,kuberent:[17,42],kubernet:[16,17,35,37,44,45],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,52,54,55],l1_rate:7,l2_rate:7,l2regular:[49,52,56],label:[3,5,8,9,11,13,15,23,25,32,43,48,49,50,51,52,54,56],label_dict:55,label_dim:[9,52],label_fil:[23,55],label_lay:23,label_list:55,label_path:23,label_slot:55,labeledbow:56,labl:56,lag:39,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,41,47,55,56,57],larg:[12,13,55,56,57],larger:[3,7,8,9,37],last:[8,9,10,25,32,37,39,52,56,57],last_time_step_output:9,lastseen:43,late:56,latenc:[37,42],later:[26,33,42,52],latest:[9,17,27,33,43,56],latter:57,launch:[39,42,56],launcher:16,lawyer:53,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,23,25,32,35,38,39,47,48,49,50,52,54,55,56],layer_0:34,layer_attr:[9,32,41],layer_num:[41,50],layer_s:9,layer_typ:9,layerbas:34,layerconfig:34,layergradutil:34,layermap:34,layeroutout:9,layeroutput:[9,54],lbl:[8,49],ld_library_path:[26,29,37],lead:36,learn:[0,7,8,9,10,11,13,16,23,25,27,30,32,34,36,49,50,52,55,56,57],learnabl:9,learning_method:[25,47,49,52,54,56,57],learning_r:[7,25,47,49,52,54,56,57],leas:17,least:[8,9,17,26,53],leav:[3,42],lecun:13,left:[9,25,50],leman:57,len:[3,9,32,34,52,54,55],length:[9,10,13,32,39,43,56,57],less:[9,16,37,57],less_than:16,let02:43,let:[5,9,16,25,42,54],level:[7,9,37,39,48,54,56,57],lib64:[26,37,39],lib:22,libari:22,libcudnn:26,libjpeg:49,libpaddl:[21,22],libpaddle_capi:22,libpaddle_gserv:22,libpaddle_math:22,libpython:26,librari:[9,22,26,27,37,39,54],licens:55,life:17,like:[3,8,9,13,17,23,25,26,32,36,37,38,41,42,47,50,52,54,56,57],limit:[9,13,36,39],line:[2,3,5,8,13,25,33,35,36,37,41,42,47,49,50,54,55,56,57],linear:9,linearactiv:[9,25],linguist:55,link:[9,10,26,42,52,56],linux:[26,27,29,42,57],lipeng:47,lipton:56,list:[2,3,8,9,13,15,16,20,25,27,32,34,37,39,41,42,49,50,52,54,55,56,57],listen:39,literatur:56,littl:[2,3,39,52,56],lium:57,live:[17,27],liwicki:56,load:[2,3,5,9,16,17,25,39,42,50,54,55,56,57],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:[7,17,26,27,33,37,38,39,43,49,56],localhost:27,locat:[32,34,52,55],lock:[17,20],log:[3,20,33,34,37,39,42,43,49,54,55,56,57],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:6,logger:3,logic:[3,37],login:27,longer:57,look:[3,25,37,38,42,43,48,52],lookup:52,loop:23,loss:[9,34,48,52,56,57],lot:38,low:9,lower:37,lowest:39,lpaddle_capi_shar:22,lpaddle_capi_whol:22,lst:54,lstm:[9,32,43,52],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:52,lstm_step:10,lstmemori:[10,32],lstmemory_group:9,ltr:9,lucki:25,mac:[22,26,27],machan:10,machin:[9,10,13,15,25,33,34,38,39,41,42,43,52,54,56,57],made:[3,17,25,32,53],mai:[3,9,23,27,33,36,42,53],main:[3,5,33,42,49,55,56],mainli:39,maintain:[9,20,42],major:[27,33,48,50,56,57],make:[3,16,17,20,23,26,27,33,34,36,37,42,49,52,54,56],male:53,malloc:34,manag:[17,33,37],manageri:53,mandarin:9,mani:[0,9,10,20,25,27,39,52,53,54,56],mannal:37,manual:33,manufactur:57,mao:56,map:[3,9,13,15,16,20,39,49,50,54],map_read:13,mapreduc:16,marcu:56,mark:[3,32,55],mark_slot:55,market:[25,53,56],martha:55,mask:[7,9],master:[16,24,33,39,56],mat:[21,22],mat_param_attr:10,match:36,math:[10,21,34,36],matirx:9,matplotlib:49,matric:[5,32,34],matrix:[8,9,10,13,15,21,22,32,34,38,41,50,55],matrixptr:34,matrixtyp:22,matter:3,max:[3,7,9,13,36,39,41,49,52,54],max_id:[9,15,52],max_job_id:13,max_length:[9,32],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,52],maxid_lay:52,maxid_printer_evalu:8,maxim:[9,57],maximum:[8,13,32,36,39,52,55,56],maxinum:12,maxpool:9,mayb:[9,10,49],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,23,25,32,36,37,39,41,42,47,48,49,50,52,54,55,56,57],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,measur:[25,36],mechan:[9,10,32,42,56],media:56,meet:55,mem:9,member:[13,16],memcpi:36,memor:56,memori:[2,3,10,20,32,34,36,39,41,43,52,55,56,57],memory_nam:9,memory_threshold_on_load_data:39,mention:20,mere:10,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:16,method:[3,9,11,15,27,34,36,39,41,52,54,56,57],might:[9,27,34,42],mileag:36,million:[13,41,53],min:[7,36,41,42,54],min_pool_s:3,min_word_freq:13,mind:37,mini:[3,9,13,15,17],mini_batch:23,minibatch:9,minibatch_data:13,minim:[3,11,25,39],minimum:9,minimun:39,minst:3,minut:[17,42,57],mirror:27,miss:[39,47,55],mit:42,mix:[10,32,55],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,32,55],mixedlayertyp:9,mkdir:[26,27,42],mkl:26,mkl_path:26,mkl_root:26,ml_data:[37,54],mnist:[3,5,19,23],mnist_provid:3,mnist_random_image_batch_read:23,mnist_train:[3,23],mnist_train_batch_read:23,mod:55,modal:55,mode:[9,39,48,49,50,54,56,57],model:[1,2,5,9,10,13,17,18,33,34,35,39,42,54,55,56],model_config:[5,48],model_list:[39,41,55,56],model_output:56,model_path:41,model_zoo:[47,50],modifi:[5,32,33,34,37,42],modul:[2,3,5,10,13,15,25,26,49,50,52,54,55],modulo:9,momentum:[7,25,52],momentumoptim:[25,49],mon:43,monitor:[52,56],mono:9,month:[52,57],mood:56,more:[2,3,5,8,9,10,13,16,17,20,23,25,27,32,34,36,37,41,43,49,52,55,56,57],morin:9,mose:[56,57],moses_bleu:57,mosesdecod:56,most:[3,5,9,13,16,23,25,32,34,36,38,54,55,56,57],mostli:[49,53],mount:[27,42,43],mountpath:[42,43],move:[9,17,20,36,42,54,56],movement:[36,56],movi:[3,13,56],movie_categori:13,movie_featur:54,movie_head:54,movie_id:54,movie_info:13,movie_meta:54,movie_nam:54,movie_review:13,movieid:53,movieinfo:13,movielen:51,moving_average_fract:9,mpi:37,mse_cost:[25,54],much:[9,17,23,36],mul:34,mulit:37,multi:[9,34,38,39,50,57],multi_binary_label_cross_entropi:9,multi_crop:50,multinomi:9,multipl:[8,9,10,13,16,20,27,32,34,39,41,42,48,52,54,56],multipli:[8,9,34,49],multithread:3,music:53,must:[3,6,8,9,10,23,26,27,32,33,34,37,39,41,42,57],my_cluster_nam:42,my_cool_stuff_branch:33,my_external_dns_nam:42,mypaddl:43,mysteri:53,name:[3,7,8,9,10,12,13,15,16,17,19,22,25,27,32,34,36,37,39,41,43,44,45,47,48,49,50,52,54,56,57],name_prefix:19,namespac:[21,27,34,43],nano:33,nativ:9,natur:[20,41,55,56],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:52,necessari:[3,9,26,34,37,52,56],necessarili:34,need:[3,9,10,13,16,20,25,26,27,29,32,33,34,37,38,39,41,42,43,48,49,50,52,54,55,56,57],neg:[3,8,9,52,55,56],neg_distribut:9,negat:55,neighbor:52,nest:[3,13],net:[9,10],net_conf:56,net_diagram:50,network:[2,3,5,7,8,9,11,13,14,15,16,17,23,25,27,34,36,37,39,47,56,57],network_config:41,networkadministr:42,neural:[3,5,9,10,11,13,15,16,17,25,36,39,47,48,50,56,57],neuralnetwork:9,neuron:[5,34,52,56],never:[13,23,42,43],newest:33,newtork:56,next:[9,13,17,32,34,36,39,42,43,55,56,57],nfs4:42,nfs:42,nfsver:42,nginx:27,ngram:13,nic:[37,38,39],nil:20,nine:[13,55],nlp:[3,9],nltk:13,nmt:57,nnz:34,no_cach:3,no_sequ:[3,54],noah:56,noavx:[27,29],node:[9,34,37,39,42,43,56,57],node_0:42,node_1:42,node_2:42,nodefil:37,noir:53,nois:[9,17,48],noise_dim:48,non:[9,17,34,39,42],none:[2,3,5,7,8,9,10,11,12,13,15,16,25,32,50,52],nonlinear:34,norm:48,norm_by_tim:9,normal:[3,5,9,10,13,29,32,34,37,39,43,47,48,50],normzal:50,north:49,notat:9,note:[3,5,7,9,10,12,15,16,20,23,26,36,39,41,42,47,49,54,56],notebook:27,noth:[6,15,39],notic:[32,34],novel:56,now:[0,3,9,17,25,27,33,39,42,48,54,55],np_arrai:13,nproc:26,ntst1213:57,ntst14:57,nullptr:34,num:[9,37,39,52,55,56,57],num_channel:[9,10,49],num_chunk_typ:8,num_class:[9,10,49],num_filt:[9,10],num_gradient_serv:[38,39],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,25,38,39,41,43,52,54,55,56,57],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,23,25,34,37,39,42,47,49,50,52,55,56,57],numchunktyp:8,numdevices_:41,numlogicaldevices_:41,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,23,25,26,48,50],numsampl:36,numtagtyp:8,numtimeout:20,nvcc:27,nvidia:[26,27,36,39],obj:[3,25,49,50,52,54],object:[3,5,7,9,10,11,13,15,16,21,36,48,49,50,52,55],observ:[11,25,34,36,57],obtain:[52,55,56],occup:[53,54],occur:[13,15,33],oct:43,odd:9,off:[22,27],offer:[5,55],offici:[27,42,49],offlin:[17,19],offset:[9,54],often:[37,52,57],ograd:34,old:[27,33,39],omit:52,on_init:3,on_travisexclud:26,onc:[3,9,17,20,27,33,34,42,52],one:[3,6,8,9,10,11,12,13,16,17,20,23,25,27,33,34,37,39,41,42,43,47,48,49,50,52,54,55,56,57],one_host_dens:54,one_hot_dens:54,onli:[2,3,5,8,9,10,12,13,15,16,20,25,26,32,33,34,36,38,39,41,42,43,47,50,52,53,56,57],onlin:[11,17,19,23],onto:42,open:[0,3,9,16,23,25,27,42,50,52,54,55],openbla:26,openblas_path:26,openblas_root:26,oper:[9,10,11,27,32,34,36,39,42,47,49,54],opinion:56,opt:[16,26],optim:[3,7,14,15,25,34,36,56],option:[3,8,9,16,25,33,34,37,41],order:[3,9,10,13,23,34,39,42,43,48,50,52,56,57],ordinari:56,oregon:42,org:[9,10,13,26,27,48],organ:[9,49,56,57],origin:[0,2,3,9,13,33,48,55,57],other:[3,8,9,10,13,17,26,27,29,32,33,41,42,43,47,48,49,50,52,53,54,55,56,57],otherchunktyp:8,otherwis:[2,9,13,16,17,23,32,37,41,54,57],our:[16,27,32,34,42,43,47,49,52,55,56,57],out:[9,15,16,20,25,32,36,39,42,43,49,56],out_dir:42,out_left:9,out_mem:32,out_right:9,out_size_i:9,out_size_x:9,outlin:40,outperform:55,output:[5,6,7,8,9,10,12,13,15,16,19,23,25,32,34,36,39,41,43,47,48,49,50,52,54,55,56,57],output_:[9,34],output_dir:50,output_fil:55,output_id:9,output_lay:[15,50],output_max_index:12,output_mem:[9,32],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:34,over:[2,9,10,16,33,34,36,52,55,56],overcom:56,overhead:36,overlap:34,overrid:[17,34],overview:20,owe:0,own:[27,33,37,42],pacakg:29,pack:27,packag:[3,13,20,27,28,42],pad:[32,52],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,21,22,25,26,27,28,29,33,34,35,36,37,39,41,42,48,49,52,54,55,56,57],paddle_error:[21,22],paddle_matrix:[21,22],paddle_matrix_cr:22,paddle_matrix_get_shap:21,paddle_matrix_shap:21,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:[22,24,37],paddledev:[42,43],paddlepaddl:[0,2,3,5,9,10,13,17,23,25,26,29,32,33,34,35,36,37,44,45,50,52,54,55,56],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[33,42,54],pai:27,pair:[8,55],palceholder_just_ignore_the_embed:47,palmer:55,paper:[9,47,48,50,55,56,57],paraconvert:47,paragraph:56,parallel:[36,39,41,42,43,57],parallel_nn:[7,38,39],param:[7,9,54],param_attr:[9,10,25,32],paramattr:[7,9,25,32],paramet:[2,3,5,8,9,10,11,12,13,14,18,23,25,34,35,41,48,49,52,54,55,56,57],parameter_attribut:9,parameter_block_s:[38,39],parameter_block_size_for_spars:[38,39],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:34,parameters_:34,parameterset:16,parametris:11,paramt:[42,47],paramutil:54,paraphras:57,paraphrase_data:47,paraphrase_model:47,paraspars:34,parent:34,pars:[5,13,41,42,48,54,55],parse_config:[5,48],parser:54,part:[3,25,32,33,34,36,48,52,54,55,56,57],parti:[36,54],partial:[9,48],participl:47,particular:36,partit:[17,19,42],pass:[3,9,13,15,17,23,25,33,34,36,37,39,42,43,48,49,52,54,55,56,57],pass_id:15,pass_idx:23,pass_test:48,passtyp:34,password:37,past:[16,27,42],path:[2,3,8,13,15,17,20,23,25,26,32,37,39,41,42,43,47,49,50,52,55,56,57],pattern:[13,17,21,25,42,54,56],paul:55,paus:17,pave:57,pdf:[9,10],pem:[16,42],pend:[17,20],penn:55,per:[9,13,17,23,39,49,52],perfom:[39,41],perform:[2,9,10,25,32,33,34,35,37,38,48,49,52,56,57],period:[2,17,39,52,54,55,56,57],perl:[56,57],permiss:42,peroid:9,persist:42,persistentvolum:42,persistentvolumeclaim:42,person:16,perspect:36,perturb:34,pfs:19,pgp:42,phase:25,photo:49,pick:[3,42],pickl:54,pictur:52,piec:[9,10,25],pillow:49,pip:[26,33,37,49,54],pipe:53,pipelin:55,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,34,36,37,50,57],placehold:[25,47],plai:[55,56],plain:[2,8,9,15,22],plan:[17,34],platform:[0,25,42],pleas:[3,5,7,9,10,11,16,17,20,23,26,27,28,32,33,34,42,47,49,52,54,55],plot:[16,49],plotcurv:49,png:[49,50],pnpair_evalu:8,pnpairvalidationlay:39,pnpairvalidationpredict_fil:38,pod:[42,43],pod_nam:42,point:[17,25,36],polar:[13,56],polici:42,polit:56,poll:56,poo:49,pool3:34,pool:[3,10,14,49,52,54],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:52,pooling_typ:[9,52],poolingtyp:12,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],pose:17,posit:[3,8,9,13,52,55,56,57],positive_label:8,possibl:[16,20,33,36,48],post1:26,potenti:36,power:[52,57],practic:[9,25,32,34],pre:[3,9,10,13,16,27,42,43,47,49,55,56,57],pre_dictandmodel:47,precis:[8,26],precision_recall_evalu:8,pred:[52,55],predefin:56,predetermin:[9,39,57],predic:[13,55],predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,4,8,9,11,15,25,32,37,39,47,52,57],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:[17,19,42],pregrad:34,preinstal:26,premodel:47,prepar:[5,44,52],preprcess:56,preprocess:[13,32,37,43,56],prerequisit:26,present:[16,50,55,57],pretti:25,prev_batch_st:[38,39],prevent:[2,11,16,17,20],previou:[9,10,17,34,39,42,55,57],previous:[9,43,50],price:[13,25],primarili:56,principl:16,print:[7,15,16,25,32,39,47,52,54,55,56,57],printallstatu:36,printer:8,printstatu:36,prite:8,privat:22,privileg:42,prob:[8,15,48],probabilist:[9,47],probability_of_label_0:52,probability_of_label_1:52,probabl:[8,9,15,32,33,50,52,55],problem:[5,9,11,16,52,55,56],proc:27,proc_from_raw_data:52,proce:[13,17,23,42],procedur:[47,55,57],proceed:[9,55],process:[2,3,5,7,9,10,16,19,20,25,27,32,37,39,41,42,43,47,49,50,52,54,55,56,57],process_pr:52,processdata:[49,50],processor:36,prod:27,produc:[10,13,17,23,27,50,52],product:[0,27,34,42,52,56],productgraph:43,profil:26,proflier:36,program:[2,13,16,19,23,27,36,37,39],programm:53,progress:[17,20,39],proivid:3,proj:9,project:[9,10,22,26,32,34,54],promis:[9,10],prompt:33,prone:16,prop:55,propag:[11,39,41],properli:52,properti:[3,39],propos:57,proposit:55,protect:34,proto:12,protobuf:26,protocol:39,prove:52,proven:57,provid:[0,9,13,16,25,27,32,36,37,42,47,48,49,50,53,56],providermemory_threshold_on_load_data:38,provis:42,provod:3,prune:9,ps_desir:17,pserver:[37,38,39,42],pserver_id:18,pserver_num_thread:[38,39],pserverstart_pserv:38,pseudo:16,psize:34,ptr:22,pull:[24,27,47,57],punctuat:56,purchas:52,purpos:[0,17,36],push_back:34,put:[17,27,34,37,43,52],pvc:42,pwd:27,py_paddl:[5,13,48],pydataprovid:[2,3,52],pydataprovider2:[4,5,25,32,52,54,56],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,21,24,25,26,33,37,47,48,49,55,56,57],pythonpath:49,pzo:56,qualifi:26,qualiti:52,queri:[9,42,57],question:[9,16,42,55],quick:[39,43,51,57],quick_start:[42,43,44,52],quick_start_data:43,quickli:25,quickstart:43,quit:36,quot:53,rac:9,rais:13,ramnath:56,ran:36,rand:[36,39,41,48,55],random:[3,7,9,13,19,23,25,39,48,49,55],random_imag:19,randomli:56,randomnumberse:38,rang:[3,9,13,19,23,39,41,49,53,55],rank:[9,16,42,50,52],rare:3,rate:[7,8,11,13,34,37,49,52,54,56,57],rather:[5,42,56],ratio:39,raw:[9,25,52,56],raw_meta:54,rdma:[26,39],rdma_tcp:[38,39],reach:[17,36,55],read:[2,3,13,15,16,17,19,23,25,32,37,42,50,52,54],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,57],reader_cr:19,reader_creator_bool:23,reader_creator_random_imag:[13,23],reader_creator_random_image_and_label:[13,23],readi:[17,25,42,43,49],readm:[22,53,54,56],readonesamplefromfil:3,readwritemani:42,real:[3,23,25,48],realist:16,reason:[10,16,17,27,43],rebas:33,recal:8,receiv:17,recent:57,reciev:39,recogn:49,recognit:[3,9,50,56],recommand:3,recommend:[2,10,16,27,32,34,37,39,54],recommonmark:26,recompil:36,record:[20,42,54,55],recordio:[16,19,20],recov:[17,25,48],recoveri:20,rectangular:9,recurr:[55,56],recurrent_group:[10,32],recurrentgradientmachin:22,recurrentgroup:8,recurrentlay:39,recv:42,reduc:[11,37,39,41],refer:[2,5,7,9,10,11,17,20,32,34,37,43,47,49,52,54,57],referenc:[9,20],reflect:20,regard:55,regardless:57,regex:54,region:[36,55],regist:[34,36],register_gpu_profil:36,register_lay:34,register_timer_info:36,registri:[27,43],regress:51,regular:[7,34,42,49,52,56],rel:[2,10,37],relat:[3,17,27,29,43,54,56],relationship:[13,25,48],releas:[24,26,27,29,42,53,55],relev:[55,57],reli:26,reliabl:17,relu:[9,34],remain:52,rememb:9,remot:[7,33,34,37,39,41,42],remoteparameterupdat:39,remov:[13,37,39,56],renam:57,reorgan:9,replac:[20,27,56],repo:33,report:[20,36,37],reportdataset:20,repositori:33,repres:[3,5,9,13,20,32,34,42,49,52,53],represent:[52,56],reproduc:57,request:[17,24,42,43,47,57],requir:[2,8,9,16,17,34,37,42,43,48,49,52,54],requrest:33,res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[9,13,49,53,56],resembl:56,reserv:3,reserveoutput:34,reset:[9,17],reshap:23,reshape_s:9,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:[9,42,43],rest:[3,9,25],restart:[17,42,43],restartpolici:[42,43],restrict:39,resu:23,result:[5,6,8,9,15,20,32,36,39,42,49,50,52,54,55,56],result_fil:[8,32],ret_val:54,retir:53,retran:42,retriev:[34,43],return_seq:10,reuqest:24,reus:[23,34],reveal:16,revers:[9,10,32,55,56],review:[13,33,43,52,56],reviews_electronics_5:43,revis:52,rewrit:57,rgb:9,rgen:56,rho:11,rich:25,right:[3,9,50],rmsprop:52,rmspropoptim:54,rnn:[9,10,35,38,52,56],rnn_bias_attr:32,rnn_layer_attr:32,rnn_out:32,rnn_step:9,rnn_use_batch:[38,39],rnnlm:13,robot:49,role:[13,16,20,32,42,51,56],roman:56,romanc:53,root:[11,12,37,42,43],root_dir:37,rot:9,roughli:[3,48],routin:54,routledg:56,row:[5,8,9,13,34,50],row_id:9,rpc:20,rpcserver:20,rsize:42,rtype:[9,54],rule:[34,42],run:[16,17,27,33,34,35,36,39,42,44,45,47,49,50,52,54,56,57],runinitfunct:36,runtim:[2,3,26,27,37],s_fusion:54,s_id:54,s_param:48,s_recurrent_group:32,sacrif:2,sai:[25,39,41],sake:34,sale:53,same:[3,5,8,9,10,16,20,32,37,41,42,47,52,54,55,56,57],samping_id:9,sampl:[3,5,8,13,37,39,41,47,48,50,52,54,55,56,57],sample_dim:48,sample_id:8,sample_num:8,santiago:56,satisfi:[37,42,52],save:[3,9,13,17,19,20,25,39,41,42,43,49,50,52,54,55,56,57],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:[3,9],scale:[0,6,50,53,54],scalingproject:9,scan:20,scatter:9,scenario:[25,38],scene:38,schdule:42,schedul:[20,42,48],scheduler_factor:7,schema:47,scheme:[8,55],schmidhub:56,schwenk:57,sci:53,scienc:56,scientist:[0,53],score:[8,9,54,56,57],screen:54,scrip:52,script:[5,13,37,42,49,50,52,55,56,57],seaplane_s_000978:49,search:[9,17,26,32,39,55,57],seat:57,second:[3,9,13,16,23,25,27,33,37,47,50,52,53,54,56],secret:42,section:[3,32,34,37,42,52],sed:56,see:[3,5,9,10,16,17,25,27,33,36,42,47,48,50,52,54,56,57],seed:[36,39],segment:8,segmentor:47,sel_fc:9,select:[9,33,42,53,57],selectiv:9,selector:43,self:[25,34,53,56],selfnorm:9,semant:[13,16,24,32,51,56],semat:16,sen_len:55,send:[17,39,42],sent:[16,43],sent_id:32,sentenc:[3,9,13,32,52,55,56,57],sentiment:[3,25,51,52,55],sentiment_data:56,sentiment_net:56,sentimental_provid:3,separ:[3,8,39,47,52,53,54,55,57],seq:[9,13,54],seq_pool:9,seq_text_print:8,seq_to_seq_data:[47,57],seq_typ:[3,13,54],seqtext_printer_evalu:[8,32],seqtoseq:[9,32,47,57],seqtoseq_net:[9,32,47,57],sequel:3,sequenc:[3,6,8,9,10,12,13,34,47,52,54,55,56,57],sequence_conv_pool:52,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,32,52,55],seri:[10,56],serial:[3,15,20],serv:[27,36,42,48],server:[16,27,34,37,38],serverless:17,servic:[27,53],session:[27,36],set:[2,3,5,7,8,9,10,13,15,16,17,25,26,27,29,32,34,35,36,37,38,39,41,42,43,47,49,50,52,53,54,55,56,57],set_active_typ:34,set_default_parameter_nam:7,set_drop_r:34,set_input:9,set_siz:34,set_typ:34,setp:42,settup:34,setup:[3,27,34,52],sever:[3,9,37,41,42,51,52,54,55,56,57],sgd:[11,15,16,17,37,48,56,57],sgdasync_count:38,shallow:55,shape:[9,15,50],shard:[17,18,19,20,42],share:[9,22,26,27,36,39,43,55],shared_bia:10,shared_bias:9,shared_ptr:[21,22],shell:[42,50],shift:50,ship:49,shold:56,shop:56,shorten:9,shorter:50,should:[3,5,8,9,13,15,16,23,25,29,32,33,37,42,49,52,54,55,56,57],should_be_fals:16,should_be_tru:16,should_shuffl:[3,55],shouldn:33,show:[5,11,13,17,25,33,39,42,43,47,50,52,54,55,56,57],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:[3,8,9,16,32,34,36,42,48,49,50,52,54,56,57],shrink:34,shuf:54,shuffl:[3,13,54,56],sid:42,side:[9,15,50],sig:42,sigint:37,sigmoid:[9,10,34],sign:42,signal:37,signatur:42,signific:36,similar:[9,23,42,52,54],similarli:[9,55],simpl:[2,3,6,8,9,10,13,15,26,27,33,36,39,52,54,55,56],simple_attent:32,simple_gru:52,simple_lstm:[9,52],simple_rnn:[9,32],simplest:42,simpli:[2,9,16,26,27,32,33,36,47,50,54,56,57],simplifi:[16,34,43],simultan:42,sinc:[9,17,20,23,25,27,36,42,48,52,53,57],sincer:[33,56],singl:[3,8,10,13,17,27,34,37,43,50,52,55,57],site:42,six:[47,55,57],size:[3,8,9,10,11,13,17,19,23,25,32,34,37,39,48,49,50,52,53,54,55,56,57],size_a:9,size_b:9,size_t:34,sizeof:47,skill:57,skip:[23,25,37,42,50],slide:[9,11,13,17],slightli:49,slope:9,slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,slow:[3,36],small:[3,13,34,37,39,49,57],small_messag:[38,39],small_vgg:49,smaller:[9,17],smith:56,smooth:9,snap:43,snapshot:[18,42],snippet:[32,34,36,42,52],social:56,sock_recv_buf_s:[38,39],sock_send_buf_s:[38,39],socket:39,softmax:[9,10,16,32,34,47,52,55,56],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[32,52],softwar:[27,36],solv:[16,55],solver:57,some:[3,7,9,13,15,16,20,25,26,33,34,36,38,39,41,42,48,52,53,54,55,56,57],some_c_api_funct:22,some_inst:22,some_python_class:21,somecppclass:21,somedata:15,somegotyp:21,someth:[3,9],sometim:[11,23,36,56],soon:17,sophist:[25,34,37],sort:[9,13,39,42,54,56,57],sourc:[0,9,13,22,23,25,27,32,33,42,43,47,52,54,57],source_dict_dim:32,source_language_word:32,space:[8,27,32,36],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,34,37,39,42,52],sparse_binary_vector:[3,13,52],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:34,sparseprefetchrowcpumatrix:34,spatial:[9,49],speak:[32,57],spec:[42,43],specfii:39,speci:49,special:[9,26,47,52,57],specif:[2,41,49,52,54],specifi:[2,3,8,9,13,16,20,25,26,32,34,39,42,48,49,50,52,53,54,56,57],speech:9,speed:[10,27],spefici:50,sphinx:[21,26,27],sphinx_rtd_them:26,split:[3,9,37,41,42,47,50,52,55],split_count:42,sql:2,squar:[9,11,12,25],squarerootnpool:9,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:[13,55],ssd:9,ssh:[27,37,42,43],sshd:27,ssl:26,sstabl:16,stabl:[24,42],stack:[25,42,52,55],stacked_lstm_net:56,stacked_num:56,stackexchang:9,stage:37,stake:57,stale:[17,33],stamp:36,standard:[7,47,49,55,56,57],stanford:[13,43],star:53,start:[9,15,17,20,25,27,32,33,36,37,39,46,47,51,54,57],start_pass:[38,39],start_pserv:39,startup:[17,42],stat:[26,36,39,55,56,57],state:[9,10,17,25,32,39,43,48,55,57],state_act:[9,10],statement:[34,42],staticinput:[9,32],statist:[9,39,52,55,56,57],statset:36,statu:[33,36,42,43],status:43,std:[21,22,34,39],stderr:37,stdout:37,step:[5,9,10,12,17,27,32,34,36,37,42,43,52,54,55,56,57],still:[20,50],stmt1482205552000:42,stmt1482205746000:42,stochast:[11,17,20],stock:56,stop:[9,27,37,39,43,54],storag:[42,43,49],store:[8,9,13,34,37,39,42,43,47,49,50,52,54,55,56,57],str:[15,41],straight:33,strategi:[3,12,17,39,55],street:[9,55],strength:48,strict:23,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,34,39,42,56],strip:[52,54,55],struct:[20,22],structur:[13,20,37,42,47,49,52,54,55,56,57],sts:42,stub:9,student:53,stuff:33,stun:3,style:[3,9,26,33],sub:[8,9,13,16,32,34,49,52,57],sub_sequ:3,subgradi:11,submit:[33,38,39,42],subnet0:42,subnet:[16,42],subobjectpath:43,subsequenceinput:9,subset:[34,57],substanti:50,substitut:57,succe:56,succeed:[20,43],success:[42,43,50,55],successfulcr:43,successfuli:56,successfulli:[50,54,56],successor:[39,57],sucessfulli:57,sudo:[26,29,42,49],suffic:[23,25],suffici:39,suffix:57,suggest:[9,36],suitabl:[33,39,49],sum:[9,11,18,32,34],sum_:9,sum_evalu:8,summar:[52,56],sumpool:9,support:[7,8,9,12,13,17,23,26,27,29,32,34,36,39,42,55],suppos:[25,34,52],sure:[33,34,42,49,56],survei:56,swap_channel:50,swig:[5,21,22,26],swig_paddl:[5,13,48],symbol:[9,22],sync:[17,33,39,48],syncflag:34,synchron:[11,17,20,37,39,42],syntact:55,syntax:[23,54],synthect:25,synthes:48,synthet:25,sys:50,system:[17,26,27,37,43,52,55,56,57],t2b:47,t_i:9,tab:[27,52],tabl:[3,9,50,52,57],tableproject:9,tag:[8,13,27,32],tagtyp:8,take:[3,5,8,9,10,16,32,34,36,42,43,48,55,57],taken:[3,55],tanh:[9,10,34],tanhactiv:32,taobao:56,tar:[26,42],tarbal:42,target:[9,13,15,32,47,52,57],target_dict_dim:32,target_dictionary_dim:9,target_language_embed:9,target_language_word:32,targetinlink:9,task:[3,8,9,25,32,41,47,50,55,56,57],task_queu:20,taskentri:20,taskqueu:20,tconf:56,tcp:[39,42],teach:52,tear:36,technic:17,technician:53,techniqu:[32,34],tee:[43,49,54,55,56,57],tell:[17,20,27,36,54],tellig:56,templat:[43,55],tempor:[9,52,55],term:[9,10,17,55,56],termin:43,terminolog:25,tese:2,tesh:55,test100:13,test10:13,test:[2,3,9,13,15,16,22,23,24,26,27,29,33,36,37,38,47,49,50,52,53,57],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:[3,25,49,52],test_part_000:56,test_pass:[38,39,41,57],test_period:[38,39,41],test_ratio:54,test_wait:[38,39],testa:16,testb:16,testbilinearfwdbwd:36,testconfig:34,tester:[54,57],testfcgrad:34,testfclay:34,testlayergrad:34,testmodel_list:38,testq:16,testresult:15,testsave_dir:38,testutil:34,text:[2,3,8,10,13,16,27,32,42,47,51,52,54,56],text_conv:52,text_conv_pool:54,text_fil:[13,56],tflop:36,tgz:[13,26],than:[3,5,7,8,9,10,17,26,27,32,34,37,42,50,55,56,57],thank:[0,47,57],thei:[3,16,17,25,27,32,34,36,37,38,42,50,56],them:[2,3,10,16,17,23,25,27,32,36,38,39,42,49,50,52,54,56,57],theori:36,therefor:26,therein:9,therun:50,thi:[2,3,7,8,9,10,11,13,15,16,17,20,23,25,26,27,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],thing:[3,25,32,33,36,54,55],think:16,third:[9,17,36,50,56],those:[17,50,55],thought:36,thread:[34,36,39,41,54,55,56,57],thread_local_rand_use_global_se:[38,39],threadid:41,threadloc:36,three:[3,8,9,17,23,25,32,39,48,50,56,57],threshold:[7,8,17,20,39,56],thriller:53,through:[5,9,17,20,32,34,36,37,47,48,49,56,57],throughout:52,throughput:36,thu:[3,9,25,34,42,57],tier:43,tight:26,time:[3,9,10,12,13,16,17,20,23,25,32,36,39,41,43,52,53,55,56,57],timelin:[9,36],timeo:42,timeout:[17,20],timer:26,timestamp:[9,18,53],timestep:[3,9],titil:54,titl:[13,33,53,54],tmall:56,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,32],token:[8,9,16,32,47,56,57],too:[13,27,29],tool:[27,32,33,42,56],toolchain:26,toolkit:[26,29],top:[8,50,55],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,49],total:[8,15,17,23,36,37,43,47,57],total_pass:23,touch:56,tourism:56,tourist:57,toward:25,tra:57,track:[17,20],tractabl:9,tradesman:53,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,32,34,35,36,38,44,45,50],train_conf:[47,57],train_config_dir:42,train_data:57,train_id:42,train_list:[3,25,49,50,52],train_part_000:56,trainabl:9,traindot_period:38,trainer:[3,5,16,18,19,20,25,34,37,39,41,48,52,55,56,57],trainer_config:[2,3,25,37,42,43,52,54,56],trainer_config_help:[3,25,34,49,52,54],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:[34,39],trane:3,transact:[17,20,56],transfer:[2,3],transform:[9,32,34,48,49,52,55],transform_param_attr:10,translat:[9,10,25,47,54,56,57],transpar:37,transport:39,transpos:[9,34,48],transposedfullmatrixproject:9,travel:3,travi:[26,33],treat:[9,32],tree:[9,33,39,57],trg:57,trg_dict:32,trg_dict_path:32,trg_embed:32,trg_id:32,trg_ids_next:32,triain:2,tricki:21,trivial:3,trn:52,truck:49,true_imag:23,true_label:23,true_read:23,truth:[8,9,52,57],tst:52,tune:[7,35,52,54,57],tuninglog_barrier_abstract:38,tupl:[3,9,13,15,23],ture:9,turn:[9,23,48],tutori:[27,32,33,34,36,37,42,43,44,45,50,52],tweet:56,twelv:57,twitter:56,two:[2,3,9,10,16,23,25,27,32,36,37,41,42,47,48,49,50,52,54,55,56,57],txt:[3,34,37,42,52,54,56],type:[3,8,9,10,12,13,15,16,17,20,21,22,23,25,27,32,34,39,41,42,43,49,50,52,54,55],type_nam:54,typedef:[21,22],typic:[5,8,27,36,56],ubuntu:[24,29],ubyt:23,uci:13,ufldl:9,uid:43,uint64:21,uint64_t:21,unbalanc:39,unbound:32,unconstrain:56,under:[20,25,26,27,42,53,56],underli:25,understand:[27,36,47,49,56],understudi:57,undeterminist:36,unemploi:53,unexist:55,uniform:[7,9,13,19,23,39,48],uniqu:[16,17,33,39,42],unique_ptr:34,unit:[9,10,25,26,27,32,33,55],unittest:22,unittestcheckgrad_ep:38,univ:57,unix:37,unk:[47,57],unk_idx:[52,55],unknown:9,unlabel:56,unlik:[55,56,57],unseg:9,unsup:56,unsupbow:56,until:[17,37,42,55],unus:54,unzip:54,updat:[7,9,17,20,26,34,37,39,41,56],update_equ:15,updatecallback:34,updatestack:42,upload:17,upon:[0,55],upstream:33,uri:42,url:[13,29,56],urls_neg:56,urls_po:56,urls_unsup:56,usag:[2,3,8,9,10,13,15,25,36,47,48,54],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],use_global_stat:9,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:[2,3,5,8,9,10,11,12,13,15,16,17,23,25,28,29,32,34,36,37,38,39,41,42,47,49,50,52,54,55,56,57],useful:[2,3,9,10,32,34,41,52,55,56],usegpu:[34,48],useless:37,user:[2,3,7,9,10,13,15,16,20,23,25,27,33,37,38,39,42,50,52,55],user_featur:54,user_head:54,user_id:54,user_info:13,user_meta:54,user_nam:54,userid:53,userinfo:13,usernam:33,uses:[3,17,32,33,34,39,42,49,50,52,54,57],using:[2,3,5,7,9,10,13,16,17,20,23,25,27,32,33,34,36,39,41,42,43,47,48,49,50,52,55,56],usr:[26,37,39,42],usrdict:47,usrmodel:47,usual:[9,13,15,25,26,36,39,41,42,56],utf:47,util:[5,26,32,34,36,49,54,56],uuid:18,v28:9,valid:[23,42,50,56],valu:[3,5,7,8,9,11,12,13,15,17,25,32,34,39,41,42,48,49,50,55,56],value1:39,value2:39,value_printer_evalu:8,value_rang:13,vanilla:32,vanish:56,vari:[36,42],variabl:[3,9,13,16,25,26,29,34,37,42,43,56],varianc:[9,50],variant:27,vast:33,vector:[3,9,10,13,16,32,34,47,52,54,56,57],vectorenable_parallel_vector:38,verb:[13,55],veri:[3,9,12,20,32,36,49,52,56],verifi:[33,34],versa:26,version:[9,10,24,26,27,29,34,36,37,38,39,42,43,47,49,53,55,56,57],versu:16,vertic:[9,50],vgg:[10,49],vgg_16_cifar:49,via:[17,23,26,36,37,42,52],vice:26,view:9,vim:33,virtual:27,virtualenv:54,visibl:27,vision:49,visipedia:49,visual:[9,27,36],viterbi:55,voc_dim:52,vocab:56,volum:[27,43],volumemount:[42,43],volumn:42,voluntarili:53,vutbr:13,wai:[3,9,10,16,25,27,32,34,37,41,54,55,57],wait:[11,17,39],walk:[5,48],wall:55,want:[3,9,10,16,23,25,26,27,34,39,41,47,50,52,54,55,56],war:53,warn:9,warp:[9,36],watch:17,wbia:[42,50],web:27,websit:[49,52,55,56],wei:[55,56],weight:[8,9,10,11,32,34,39,41,49,50],weight_act:10,weightlist:34,weights_:34,weights_t:34,welcom:[54,56],well:[27,34,39,42,49,52],west:42,western:53,wether:9,what:[7,9,10,11,25,37,52,54],wheel:26,when:[2,3,7,8,9,13,15,17,20,29,32,33,34,36,39,41,42,43,47,48,49,55,56,57],whenev:54,where:[3,9,10,11,16,17,25,32,34,36,37,39,41,47,50,55,57],wherea:20,whether:[8,9,10,23,34,39,48,49,54,56,57],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,23,25,29,32,34,36,37,39,41,42,48,49,50,52,53,54,55,56,57],whichev:48,whl:26,who:[47,50,53],whole:[3,8,13,21,22,42,43,52,53,54,57],whole_cont:54,whose:[3,9,13,17,32,54,55],why:[10,22],wide:55,width:[8,9,13,21,23,34,49,57],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,27,56],wise:9,with_avx:27,with_avxcompil:26,with_coveragecompil:26,with_doccompil:26,with_doubl:34,with_doublecompil:26,with_dsocompil:26,with_gpu:27,with_gpucompil:26,with_profil:36,with_profilercompil:26,with_pythoncompil:26,with_rdmacompil:26,with_style_checkcompil:26,with_swig_pycompil:26,with_test:27,with_testingcompil:26,with_tim:36,with_timercompil:26,within:[9,20,25],without:[8,9,17,23,37,56],wmt14:57,wmt14_data:57,wmt14_model:57,wmt:57,wmt_shrinked_data:13,woboq:27,won:[36,50],wonder:3,word:[3,8,9,13,32,41,51,54,55,56,57],word_dict:[52,55],word_dim:52,word_id:3,word_idx:13,word_slot:55,word_vector:52,word_vector_dim:[9,32,47],words_freq_sort:13,work:[3,5,13,16,17,23,26,32,33,34,36,37,39,42,43,52,54],worker:42,workercount:42,workflow:[27,33,42],workspac:[27,39,54],worri:25,wors:48,would:[15,17,23,27,37,42,48,52,55],wrap:55,wrapper:[10,36],writ:54,write:[3,13,16,17,23,27,32,33,35,37,42,49,54,55,57],write_lock:18,writelin:25,writer:[16,53],written:[54,56],wrong:[3,23],wsize:42,wsj:55,www:[9,13,49,57],x64:26,xarg:34,xgbe0:39,xgbe1:39,xiaojun:56,xrang:[23,25,34],xxbow:56,xxx:[16,50,57],xxxx:18,xxxxxxxxx:42,xxxxxxxxxx:42,xxxxxxxxxxxxx:42,xxxxxxxxxxxxxxxxxxx:42,xzf:26,y_i:9,y_predict:25,yaml:[42,54],yann:13,year:53,yeild:[15,49],yield:[3,13,16,19,23,25,32,52,54,55,56],you:[2,3,5,7,9,10,25,26,27,29,32,33,34,36,37,39,41,42,47,48,49,50,52,54,55,56,57],your:[3,9,16,26,27,34,36,37,41,42,52,56],your_access_key_id:42,your_secrete_access_kei:42,your_source_root:22,yum:26,yuyang18:[10,13],zachari:56,zeng:56,zero:[3,7,9,11,13,17,34,39,42,52],zhidao:47,zhou:[55,56],zip:[13,53],zone:42,zxvf:42},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0d\u4f7f\u7528":21,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":21,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":21,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4ec5\u4ec5\u4f7f\u7528void":21,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":22,"\u5206\u652f\u89c4\u8303":24,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":21,"\u539f\u56e0\u5217\u8868":21,"\u57fa\u672c\u8981\u6c42":21,"\u5b9e\u73b0":21,"\u5b9e\u73b0\u65b9\u5f0f":22,"\u5bfc\u51fac":21,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":21,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":22,"\u672f\u8bed":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":22,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":22,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":21,"\u7c7b":21,"\u7f16\u8bd1\u9009\u9879":22,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u80cc\u666f":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8f6c\u6362\u5e93":19,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":21,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":24,"case":41,"class":34,"function":47,"new":34,"paddle\u52a8\u6001\u5e93\u4e2d":21,"paddle\u53d1\u884c\u89c4\u8303":24,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":24,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":21,"return":23,AWS:42,Abs:6,DNS:42,EFS:42,For:43,KMS:42,Use:[41,43],Using:[27,33],With:27,about:0,access:42,account:42,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:42,address:42,addto:9,adversari:48,aggreg:9,algorithm:[17,52],analysi:56,api:[1,4,22,27],appendix:52,applic:4,approach:36,architectur:[32,52],argument:[23,38,41,52],asset:42,associ:42,async:39,attent:32,attribut:7,auc:8,avg:12,aws:42,background:25,basepool:12,batch:23,batch_norm:9,batch_siz:23,beam_search:9,between:16,bidirect:56,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:57,block_expand:9,book:27,brelu:6,bucket:42,build:[26,28,43],built:36,cach:3,capi:22,capi_priv:22,cento:26,check:[9,34,37],checkpoint:[17,18],chines:47,choos:42,chunk:8,cifar:13,classif:[8,49],classification_error:8,classification_error_print:8,clone:33,cloudform:42,cluster:[37,41,42],code:33,column_sum:8,command:[40,41,52,57],commit:[33,43],common:39,commun:39,compos:23,concat:9,concept:42,config:[4,41,54,55],configur:[14,32,35,37,42,52,54],conll05:13,connect:9,contain:[27,43],content:[22,36,42],context_project:9,contribut:33,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[49,52],core:42,cos_sim:9,cost:9,cpu:[27,41],creat:[23,33,42,43],creation:20,creator:23,credenti:42,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:23,dat:53,data:[9,13,17,23,25,32,42,43,47,48,49,52,54,55,56,57],datafeed:13,dataprovid:[3,4,39],dataset:[13,17,20,53,54,57],datatyp:13,date:33,debian:29,decayedadagrad:11,decor:23,defin:[42,52,56,57],delet:42,delv:49,demo:42,depend:26,deriv:34,descript:[39,48,53,55],design:[16,17,20,23],destroi:42,detail:[39,49],develop:[27,35],devic:41,dictionari:[23,47],differ:41,directori:42,dispatch:[17,20],distribut:[16,17,37,39,42],doc:[16,17,20,23],docker:[27,43],document:[27,46],dotmul_oper:9,dotmul_project:9,down:42,download:[26,42,43,47,50,54,57],dropout_lay:10,dylib:22,dynam:17,ec2:42,elast:42,embed:[9,47,52],entri:23,eos:9,equat:34,evalu:[8,25,54],evalutaion:57,event:[15,16],exampl:[16,22,47,48],exercis:49,exp:6,expand:9,extern:42,extract:[47,50,54,57],fault:17,featur:[50,53,54,55],field:54,file:[42,43,52,53,54],find:42,first_seq:9,fork:33,format:[17,52],from:[16,26,28],full_matrix_project:9,fulli:9,gan:48,gate:32,gener:[32,48,57],get:[30,43],get_output:9,github:33,gpu:[27,36,39,41],gradient:34,gradient_print:8,group:[9,42],gru:[10,39],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:29,hand:36,handler:[16,21],hook:33,how:[23,35,36],hsigmoid:9,huber_cost:9,iam:42,ident:6,identity_project:9,imag:[9,10,27,43,49],imagenet:50,imdb:[13,56],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[23,34,48],infer:[15,52],info:50,ingredi:16,init_hook:3,initi:[41,42],input_typ:3,inspect:42,instal:[26,28,29,42,52],instanc:42,integr:42,interfac:[13,17,23,50],interpol:9,introduct:[2,47,50,56,57],isn:23,job:[17,37,42,43],join:9,keep:33,kei:42,kill:37,kube:42,kubectl:42,kubernet:[42,43],label:55,lambda_cost:9,last_seq:9,lastest:33,launch:37,layer:[9,16,34,41],libpaddle_capi_shar:22,libpaddle_capi_whol:22,line:[40,52],linear:[6,25],linear_comb:9,list:[18,23],local:[41,42],log:[6,52],logic:20,logist:52,lstm:[10,39,55,56],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:23,master:[17,20],math:9,matrix:39,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:54,mini:23,minibatch:13,misc:10,mix:[9,41],mnist:[13,48],model:[3,4,14,16,25,27,31,32,37,41,47,48,49,50,51,52,57],modifi:43,momentum:11,movi:[53,54],movielen:[13,53,54],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:23,name:42,nce:9,need:[23,36],network:[10,32,41,48,49,50,52,54,55],neural:[32,49,52,54,55],neuralnetwork:25,nlp:[10,39],non:3,norm:9,nvprof:36,nvvp:36,object:[17,54],observ:[47,50],onli:[23,27],optim:[11,17,35,52],option:[26,47],outlin:38,output:[37,42],overview:52,packag:29,pad:9,paddl:[23,24,43],paddlepaddl:[16,27,28,42,46,47,57],pair:42,parallel_nn:41,paramet:[7,15,16,17,39,40,42,47,50],paraphras:47,pass:41,perform:[36,39],persist:20,pnpair:8,point:42,pool:[9,12],power:9,pre:33,precision_recal:8,predict:[5,49,50,54,55,56],prefetch:23,prepar:[25,32,37,42,47,48,49,54,56,57],preprocess:[47,49,52,54,57],prerequisit:37,pretrain:[47,57],print:8,privat:42,problem:25,process:17,profil:36,provid:[3,23,52,54,55],pull:33,push:33,pydataprovider2:3,python:[5,23,27,34,50,52,54],queue:[17,20],quick:52,randomnumb:39,rank:8,rank_cost:9,rat:54,rate:53,reader:[13,16,23],recoveri:17,recurr:[9,10,32,52],recurrent_group:9,refer:[3,36,55,56],region:42,regress:[25,52,54],relu:6,render:42,repeat:9,request:33,requir:[26,33],reshap:9,resnet:50,result:[37,43,57],retri:20,revis:[33,47],rmsprop:11,rnn:[31,32,39],role:55,rotat:9,route53:42,run:[37,43,55],sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:43,secur:42,selective_fc:9,semant:55,sentiment:[13,56],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:32,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,39,42],servic:42,set:40,setup:[26,42],sgd:39,share:16,shuffl:23,sigmoid:6,simpl:[25,32],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:23,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[26,28],span:26,spars:41,specifi:[41,47],split:54,spp:9,squar:6,squarerootn:12,stack:56,standard:52,stanh:6,start:[16,30,42,43,52],startup:43,store:17,structur:48,suffici:23,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:52,system:42,tabl:22,table_project:9,take:23,tanh:6,task:[17,20],tear:42,templat:42,tensor:9,test:[34,39,41,54,55,56],text:57,text_conv_pool:10,timer:36,tip:36,todo:[18,19],toi:48,toler:17,tool:36,train:[15,16,17,23,25,27,37,39,41,42,43,47,48,49,52,54,55,56,57],trainer:[15,17,42,54],tran:9,trans_full_matrix_project:9,transfer:52,tune:[36,39],tutori:[47,49,51,55,56,57],ubuntu:26,uci_h:13,unit:[34,39],updat:[16,33,42],usag:[23,27,35],use:23,user:[17,47,53,54,56,57],util:8,value_print:8,vector:39,verifi:42,version:33,vgg_16_network:10,visual:50,volum:42,vpc:42,warp_ctc:9,what:36,why:[23,36],wmt14:13,word:[47,52],work:27,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/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":52,"00186201e":5,"00m":36,"02595v1":9,"03m":36,"0424m":36,"0473v3":10,"055ee37d":42,"05d":49,"0630u":36,"06u":36,"0810u":36,"08823112e":5,"0957m":36,"0ab":9,"0rc1":24,"0rc2":[24,27],"0th":57,"10007_10":56,"10014_7":56,"100gb":36,"100gi":42,"10m":36,"1150u":36,"11\u5b9e\u73b0\u4e86c":22,"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":10,"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":[9,56,57],"302n":36,"30u":36,"32777140e":5,"328n":36,"32u":36,"32x32":[13,49],"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":9,"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":13,"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,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":24,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":22,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":21,"\u4e0d\u4f7f\u7528c":21,"\u4e0d\u4f7f\u7528swig":21,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":21,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":21,"\u4e0d\u5728":22,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":21,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":21,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":24,"\u4e0e\u53ef\u80fd\u6709\u7684":24,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":22,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":21,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":21,"\u4e2a\u6027\u5316\u63a8\u8350":24,"\u4e2d":[21,22],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":21,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":22,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":22,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":22,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":22,"\u4e5f\u4e0d\u751f\u6210":22,"\u4e66\u5199":21,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":21,"\u4ece":24,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":22,"\u4ed6\u662f\u5c06":22,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":21,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":21,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0b":19,"\u4ee5\u53canumpi":19,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":21,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":21,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":22,"\u4f46\u4e0d\u66b4\u9732":22,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":24,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":24,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":22,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":21,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":21,"\u4f7f\u7528":[22,24],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":21,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":22,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":22,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":21,"\u4f7f\u7528c":22,"\u4f7f\u7528c99\u505a\u63a5\u53e3":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":21,"\u4f7f\u7528regress":24,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":21,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":21,"\u4f7f\u7528void":21,"\u4f8b\u5982":[19,21,22,24],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":21,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":21,"\u4f8b\u5982\u5bf9\u4e8epython":21,"\u4f8b\u5982c":21,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":21,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":21,"\u4f8b\u5982python\u7684":21,"\u4f9d\u6b21\u7c7b\u63a8":24,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":21,"\u4fee\u590d\u6240\u6709bug\u540e":24,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":24,"\u4fee\u590dubuntu":24,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":24,"\u505a\u63a5\u53e3":21,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":22,"\u5176\u4e2d":[21,24],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":22,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":24,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":22,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":22,"\u5177\u4f53\u8bf7\u53c2\u8003":22,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":21,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":21,"\u518d\u57fa\u4e8e":24,"\u5199\u4ee3\u7801":21,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":22,"\u51fd\u6570\u547d\u540d":21,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":24,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":24,"\u5206\u652f\u4e2d":24,"\u5206\u652f\u4e3a\u5f00\u53d1":24,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":24,"\u5206\u652f\u4e3a\u7a33\u5b9a":24,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":24,"\u5206\u652f\u5408\u5165":24,"\u5206\u652f\u5408\u5165master\u5206\u652f":24,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":24,"\u5206\u652f\u540d\u4e3a":24,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":24,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":24,"\u5206\u7247":18,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u5ffd\u7565":18,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\u5230":18,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":24,"\u52a8\u6001\u5e93":21,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":22,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":24,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":22,"\u5373\u4f7f\u7528":22,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5373\u4f7fc":22,"\u5373\u4f8b\u5982":22,"\u5373\u4fbfpaddl":22,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":22,"\u5373\u66b4\u9732":22,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":21,"\u53c2\u6570":21,"\u53c2\u8003":21,"\u53d1\u5e03\u5230dockerhub":24,"\u53d1\u5e03\u5230github":24,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":22,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":21,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":21,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":24,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u540c\u65f6\u518d\u5c06":24,"\u540c\u65f6\u63d0\u8d77":24,"\u540d\u5b57\u4fee\u9970":21,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":24,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":21,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,21,22,24],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":21,"\u56fe\u50cf\u5206\u7c7b":24,"\u5728":[22,24],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":22,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":22,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6837\u4f8b\u4e2d":22,"\u5728\u7528\u6237\u4f7f\u7528c":22,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":24,"\u5728\u8fd9\u4e2a":24,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":24,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":22,"\u5728c":21,"\u5728c\u7684\u5934\u6587\u4ef6":21,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paramet":18,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":22,"\u5747\u662f\u5728":22,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":21,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":21,"\u5982\u679c\u5931\u8d25":24,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":24,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":22,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":21,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":21,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":22,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":21,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":21,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":21,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":21,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":21,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":22,"\u5bf9\u4e8e\u6bcf\u79cdc":22,"\u5bf9\u6bd4":21,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":22,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":24,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":22,"\u5c06":24,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":21,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":24,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":24,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":21,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":22,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":21,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":21,"\u5e76\u5220\u9664":24,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5c06c":22,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":21,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":24,"\u5efa\u8bae":24,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":22,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":24,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":24,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":22,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"\u5f97\u4f7f\u7528":21,"\u5fc5\u8981":22,"\u60c5\u611f\u5206\u6790":24,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":22,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[21,22],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":22,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":22,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":22,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":22,"\u628a":19,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u63a5\u53e3":[21,22],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":22,"\u63a5\u53e3\u662f":19,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":21,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":19,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\u6587\u4ef6":21,"\u6587\u4ef6\u5185\u5bb9\u4e3a":21,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":24,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":24,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":21,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u4ece":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\u65f6":18,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":21,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":22,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":21,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":22,"\u662f\u56e0\u4e3ac99\u652f\u6301":21,"\u662f\u6307":22,"\u662f\u7528\u6237\u4f7f\u7528c":22,"\u662fc":22,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":22,"\u6700\u540e\u5220\u9664":24,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":21,"\u6709\u6807\u51c6\u7684":21,"\u6709\u7684\u65f6\u5019":21,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":24,"\u672c\u6587\u6863\u63cf\u8ff0paddl":22,"\u673a\u5668\u7ffb\u8bd1":24,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":21,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":21,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":22,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":24,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":21,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":24,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":19,"\u6bcf\u969410\u5206\u949f":18,"\u6bd4\u5982":19,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6ce8":18,"\u6d4b\u8bd5docker\u955c\u50cf":24,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":24,"\u7248\u672c\u53f7":24,"\u7248\u672c\u53f7rc":24,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":24,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":21,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":21,"\u751f\u6210\u6587\u6863":21,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":21,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":22,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":19,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":22,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u901a\u8fc7c":22,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8ec":21,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u7684\u5934\u6587\u4ef6":21,"\u7684\u63a5\u53e3\u6837\u5f0f":21,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":21,"\u7684\u89c4\u8303":21,"\u7684\u89d2\u5ea6":19,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":21,"\u76ee\u5f55\u4e0b":22,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":21,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":22,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":21,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":21,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":24,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":24,"\u7b2c\u4e8c\u4e2a\u4e3a":24,"\u7b49":22,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":22,"\u7b49\u6587\u4ef6":22,"\u7c7b\u4f3c":22,"\u7c7b\u540d\u548cc":21,"\u7c7b\u578b":21,"\u7ea2\u697c\u68a6":47,"\u7ed3\u8bba":21,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":21,"\u7f16\u8bd1\u578b\u8bed\u8a00":21,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":24,"\u7f16\u8bd1c":22,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1ubuntu\u7684deb\u5305":24,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":22,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":21,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":22,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":21,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":21,"\u800c\u5bf9\u4e8egolang":21,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":21,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":22,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":21,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":22,"\u826f\u597d\u7684\u6587\u6863":21,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":22,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":21,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":21,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":22,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":24,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":24,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":24,"\u8bbe\u7f6e":22,"\u8bc6\u522b\u6570\u5b57":24,"\u8bcd\u5411\u91cf":24,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":24,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":22,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":24,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":22,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":22,"\u8fd9\u4e09\u4e2a\u5206\u652f":24,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":22,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":22,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":22,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":21,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":21,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":22,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":22,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":21,"\u8fd9\u662f\u56e0\u4e3a":21,"\u8fd9\u6837":22,"\u8fd9\u6837\u4fdd\u8bc1":24,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":21,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":24,"\u901a\u5e38":22,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":22,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":24,"\u90a3\u4e48":22,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":21,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":21,"\u91cd\u547d\u540d\u6210":21,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":21,"\u9519\u8bef\u5904\u7406":21,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":21,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":21,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":22,"\u9700\u8981":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":22,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":24,"\u9700\u8981\u5f15\u7528":22,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":21,"\u9700\u8981\u6ce8\u610f\u7684\u662f":24,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":22,"\ufb01xed":57,"abstract":[34,39],"api\u4e2d\u4f7f\u7528":21,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":22,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":22,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":22,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":22,"api\u65f6":22,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":22,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":22,"api\u66b4\u9732\u7684\u7c7b\u578b":22,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":22,"api\u7684\u5b9e\u4f8b":22,"api\u7684\u5b9e\u73b0\u7ec6\u8282":22,"api\u7684\u63a5\u53e3":22,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":22,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":22,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":22,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":22,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":24,"boolean":[9,21],"break":52,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":24,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":24,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":21,"c\u6709\u6807\u51c6\u7684abi":21,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":21,"case":[9,22,23,25,32,33,34,36,40,42,48,52],"char":54,"class":[5,6,7,8,9,10,11,12,13,15,16,21,38,49,56],"const":34,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":22,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":22,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":22,"core\u6982\u5ff5":22,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":24,"deb\u5305\u7f16\u8bd1\u95ee\u9898":24,"default":[3,7,8,9,10,12,13,15,16,27,37,39,41,42,43,52,54,56,57],"export":[26,49],"final":[10,25,26,34,54,56],"float":[3,7,8,9,11,13,25,34,36,41,47,50,54],"function":[3,5,9,10,11,13,16,17,20,23,25,32,34,36,37,39,48,49,52,55,56,57],"golang\u53ef\u4ee5\u4f7f\u7528":21,"golang\u7684":21,"h\u5e76\u4e0d\u56f0\u96be":21,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,25,32,36,42,47,48,49,50,52,54,56,57],"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,23,34,41,52,54,55],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":21,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":24,"long":[2,9,10,13,27,36,55,56],"model\u505a\u5206\u652f\u7ba1\u7406":24,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,23,33,35,42,43,48,52,55,56],"note\u7684\u4e66\u5199":24,"null":[9,34,39,54],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":21,"paddle\u4f7f\u7528git":24,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":21,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":21,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":24,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":24,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":24,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":24,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":21,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":22,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":21,"paddle\u7684c":22,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":22,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":21,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":22,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":21,"paddle_\u7c7b\u578b\u540d":22,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":22,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":24,"patch\u53f7\u52a0\u4e00":24,"public":[13,34,37,42,43,56],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":24,"return":[3,8,9,10,12,13,15,16,19,25,32,34,42,48,50,52,53,54,57],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"short":[9,10,25,54,55,56],"static":[22,42],"super":34,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":21,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":21,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"swig\u76f4\u63a5\u8bfb\u53d6c":21,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":21,"switch":[22,42,56],"tag\u4e3a":24,"throw":42,"true":[3,7,8,9,10,12,13,15,16,23,25,32,34,39,41,42,50,54,55,56,57],"try":[11,17,20,23,36,48,54],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":22,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":24,"void":[21,22,34],"while":[2,3,7,13,23,27,32,39,48,52,56,57],AGE:[42,43],AND:54,ARE:54,AWS:[19,35,44,45],Age:53,And:[3,8,9,11,13,23,29,33,41,42,43,47,50,54,56,57],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,23,25,26,27,32,34,36,37,38,39,41,47,49,50,52,56,57],Going:56,Has:3,IDs:[13,52],Ids:52,Into:42,Its:[3,32,42,54],Not:[16,17,37],ONE:3,One:[8,10,15,32,34,39,48,52,56,57],QoS:43,THE:3,TLS:[16,42],That:[9,13,23,27,39,41],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,23,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],Their:[3,9,17],Then:[5,9,26,27,32,33,34,36,42,43,47,49,54,55,56],There:[8,9,13,15,16,17,25,27,29,36,42,48,49,50,51,52,54,57],These:[37,41,49,55],USE:54,USING:54,Use:[3,16,23,27,34,36,39,40,42,54],Used:10,Useful:3,Using:[17,43,56],VPS:42,WITH:33,Will:[13,15],With:[3,9,10,25,48,55],Yes:27,___fc_layer_0__:42,__init__:34,__list_to_map__:54,__main__:50,__meta__:54,__name__:50,__rnn_step__:32,_error:48,_link:10,_proj:9,_res2_1_branch1_bn:50,_source_language_embed:[32,47],_target_language_embed:[32,47],aaaaa:19,aaaaaaaaaaaaa:42,abc:9,abl:[9,16,48,56],about:[5,9,10,25,36,38,39,42,46,55,56,57],abov:[3,5,9,16,17,20,25,27,36,42,43,48,50,52,55],abs:[10,48],absolut:[2,37],academ:53,acceler:[18,41],accept:[3,5,13,16,23,52,55],acceptor:55,access:[2,9,10,16,20,32,57],accessmod:42,accident:53,accomplish:27,accord:[2,3,8,9,32,33,37,38,39,41],accordingli:[5,34],accordingto:55,accrod:10,accumul:17,accuraci:[8,34,52,53,56],achiev:[36,49],ack:39,acl:56,aclimdb:56,across:9,act:[9,10,25,32,52],act_typ:52,action:[42,53],activ:[0,5,9,10,14,25,26,34,39,52,56],activi:10,actual:[3,9,25],adadelta:52,adagrad:52,adam:[16,52,56,57],adamax:52,adamoptim:[47,52,56,57],adapt:[8,11,25,56,57],add:[3,9,10,13,25,26,33,34,36,41,52,54],add_input:34,add_test:34,add_to:9,add_unittest_without_exec:34,addbia:34,added:[3,8,34],adding:50,addit:[9,10,27,52],address:[17,27,36,39],addrow:34,addtion:37,addtolay:9,adject:56,adjust:25,admin:53,adopt:55,advanc:[32,36,39],advantag:56,adventur:53,adverb:56,adversari:23,advic:36,affect:9,afford:20,afi:3,aforement:37,after:[9,13,20,26,29,32,34,37,39,41,42,43,48,49,50,52,54,55,56,57],again:[16,17,36],against:42,age:[13,54],agg_level:9,aggreg:42,aggregatelevel:9,aid:36,aim:[56,57],aircraft:57,airplan:49,aistat:9,alex:[9,56],alexnet_pass1:41,alexnet_pass2:41,algorithm:[9,11,20,25,32,47,49,56,57],alia:[6,7],align:[9,10,13,57],all:[0,3,7,8,9,11,16,17,22,25,27,32,33,34,36,37,38,39,41,42,43,47,48,50,52,53,54,55,56,57],alloc:[7,34,41],allow:[16,27,33,34,36,39,42,52],allow_only_one_model_on_one_gpu:[38,39,41],almost:[10,25,37,47],along:56,alreadi:[17,27,36,37,39,42,43,56],alreali:[38,57],also:[2,3,9,10,13,16,23,26,27,32,34,36,37,43,48,49,50,52,55,56],although:25,alwai:[5,9,10,15,23,25,39,42,57],amaz:49,amazon:[42,43,52,56],amazonaw:42,amazonec2fullaccess:42,amazonelasticfilesystemfullaccess:42,amazonroute53domainsfullaccess:42,amazonroute53fullaccess:42,amazons3fullaccess:42,amazonvpcfullaccess:42,ambigu:[23,55],amd64:42,amend:33,american:49,among:[42,56],amount:[36,56],analysi:[25,36,51,55],analyz:[52,56],andd:42,ani:[2,3,9,10,13,16,17,23,32,33,36,42,52,54,57],anim:53,annot:55,annual:55,anoth:[3,9,16,27,39,42,55,56],ans:42,answer:[25,42,55],anyth:[13,23,33,42,55],api:[13,15,16,24,26,34,36,42,46,48,52,54,56],api_trainer_config_helpers_data_sourc:54,api_trainer_config_helpers_lay:32,api_trainer_config_helpers_layers_context_project:54,api_trainer_config_helpers_layers_cos_sim:54,api_trainer_config_helpers_layers_data_lay:54,api_trainer_config_helpers_layers_embedding_lay:54,api_trainer_config_helpers_layers_fc_lay:54,api_trainer_config_helpers_layers_pooling_lay:54,apiserv:42,apivers:[42,43],apo:57,appar:57,appear:55,append:[3,15,23,32,34,37,54],append_gradient_machin:15,appleclang:26,appleyard:36,appli:[0,9,10,32,34,49,52],applic:[27,36,42,43,56],appreci:[33,56],approach:9,apt:[26,29,49],arbitrari:9,architectur:[47,55,56,57],architecur:56,archiv:[13,21,22],arg:[3,8,9,10,13,25,38,48,49,50,52,54,55,56],arg_nam:9,argu:55,argument:[3,5,9,13,20,32,34,39,40,47,48,49,50,54,55,56,57],argv:50,arn:42,around:[3,9,42],arrai:[5,9,13,15,23,25,50],art:[25,55],articl:[37,43],artifact:42,artifici:48,artist:53,arxiv:[9,10,48,56],ask:17,aspect:56,assign:[9,20,39,42],associ:[55,56,57],assum:[9,32,41,47],assur:2,astyp:[23,48],asyc:17,async:[17,38],async_count:39,async_lagged_grad_discard_ratio:39,async_lagged_ratio_default:[38,39],async_lagged_ratio_min:[38,39],asynchron:[17,39],atla:26,atlas_root:26,attenion:10,attent:[9,10,27,57],attitud:56,attr:[7,9,10],attribut:[3,9,10,14,34,47,55],auc:38,auc_evalu:8,aucvalidationlay:39,authent:42,author:[42,50],authorized_kei:37,autmot:33,auto:[21,34,36,51,54],autom:[42,57],automak:26,automat:[9,16,26,32,34,37,38,39,42,54,55,57],automaticli:9,automobil:49,avail:[17,26,42],availabel:26,averag:[8,9,12,20,39,50,52,54,55,56,57],average_test_period:[38,39,55],average_window:56,averagepool:9,avg:[36,52],avgcost:[52,54,56,57],avgpool:[9,52],avoid:[17,36],avx:[26,27,29],await:43,awar:[16,17,27,42],aws_account_id:42,awsaccountid:42,awskeymanagementservicepowerus:42,b2t:47,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,ba5f:42,back:[3,17,27],backward:[6,9,10,32,34,39,41],backward_first:32,backwardactiv:34,bag:[52,56],baidu:[0,9,25,29,33,43,47],baik:47,balanc:[39,42,48],balasubramanyan:56,bank:55,bardward:10,bare:43,barrier:39,barrierstatset:36,base:[9,10,12,13,16,20,25,29,32,33,34,36,37,39,42,47,48,52,54,56,57],baseactiv:9,baseev:15,basematrix:34,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,54],bash:[27,42,43],bashrc:26,basic:[3,9,15,27,33,34,52,53,56],batch:[3,9,10,11,13,15,16,17,19,34,37,39,42,43,48,49,50,52,54,55,56,57],batch_0:50,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,23],batch_siz:[3,13,25,37,47,48,49,52,54,56,57],batchsiz:[9,34],bbbbb:19,bcd:9,bcebo:13,beam:[9,32,39,55,57],beam_gen:[9,32],beam_search:[15,32],beam_siz:[9,32,38,39,41],beamsiz:57,becaus:[5,9,13,16,17,23,32,33,34,41,42,49,52,55],becom:[33,36],been:[3,20,26,33,49,52,55,56,57],befor:[5,9,10,17,23,27,33,37,42,49,54,56,57],begin:[5,8,9,34],beginiter:[15,16],beginn:32,beginpass:[15,16],begintrain:16,behavior:36,being:[17,23,48],belong:[9,57],below:[3,9,13,17,23,32,34,36,37,42,48,49,52,54],benefit:10,bengio:9,bertolami:56,besid:[2,9,13,57],best:[9,26,27,39,52,54,56,57],best_model_path:55,besteffort:43,beta1:11,beta2:11,beta:50,better:[9,10,25,37,42,48,54],between:[9,11,17,22,25,33,42,48,52,53,56,57],bgr:50,bi_gru:10,bi_lstm:10,bia:[9,10,11,32,34,50],bias:[9,34],bias_attr:[9,10,25,32],bias_param_attr:10,biases_:34,biasparameter_:34,biassiz:34,bidi:43,bidirect:[10,32,55,57],bidirectional_lstm_net:56,big:36,bigger:17,biggest:56,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:36,bin:[26,27,37,42,43,54],binari:[3,8,9,13,36,42,47,52,56],bird:49,bison:26,bit:52,bitext:57,bla:26,blank:[9,42],block:[9,18,20,25,34,36,39,50,56],block_i:9,block_x:9,blog:56,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:56,book:13,bool:[3,7,8,9,10,12,13,34,39,41,52,54,56],boot:[9,32],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,32],boot_with_const_id:9,bootstrap:26,bos_id:[9,32],both:[0,6,7,9,10,16,17,27,32,34,36,42,48,50,52],bottleneck:[36,50],bottom:56,bow:[52,56],box:36,branch:[9,16,24,33],breadth:[39,57],brendan:56,brew:26,briefli:36,broadcast:17,brows:27,browser:[27,42],bryan:56,bucket_nam:42,buf_siz:13,buffer:[3,13,23,39],buffered_read:23,bug:42,bui:56,build:[0,13,25,27,30,39,42,44,45,47,49,50,52,54,56,57],build_dict:13,built:[0,26,27,48,55],bunch:[36,52],bunk:56,button:[33,42],c11:21,c99:22,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:[3,8,9,10,11,17,32,34,36,39,41,48,54],call:[3,9,10,16,20,25,27,32,34,36,39,42,49,50,52,56,57],callabl:[3,9,13],callback:34,caller:42,caltech:49,can:[2,3,5,7,8,9,10,13,16,17,20,23,25,26,27,29,32,33,34,36,37,38,39,41,42,43,47,48,49,50,52,54,55,56,57],can_over_batch_s:[3,55],candid:9,cannot:34,caoi:57,capabl:[26,56],capac:42,capi:21,capi_prvi:22,caption:[25,57],captur:[25,37],card:37,care:[10,23,38,39,53],carefulli:[37,39,50],cat:[27,49,50,56],categor:55,categori:[9,13,17,52,56],categorig:13,categoryfil:43,caus:17,caution:[42,43],ccb2_pc30:57,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,56],center:3,ceph:[19,43],cephf:19,certain:[2,38,55],certif:[16,42],cffi:21,cfg:43,cgo:21,chain:[13,34],challeng:17,chanc:[16,34,52],chang:[9,13,20,23,25,27,32,33,34,36,39,42,52,56],channel:[9,36,37,50],channl:[37,50],char_bas:54,charact:[52,54],character:25,characterist:[41,49],check:[3,13,25,26,27,33,39,41,42,53],check_align:13,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,china:27,chines:51,chmod:[26,42],choic:[27,53],choos:[39,52,54],chosen:[2,53,57],chunk:[20,48,55],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[48,49],cifar_vgg_model:49,claim:42,claimnam:42,clang:[21,26,27,33],class1:56,class2:56,class_dim:56,classfic:[50,56],classfiic:49,classic:[9,25],classif:[3,5,9,41,50,51,52,56,57],classifc:56,classifi:[48,49,50,52,56],classification_cost:[49,52],classification_error_evalu:[8,48,52,56,57],classification_error_printer_evalu:8,claster:42,clean:[5,54],cleric:53,cli:42,click:[33,36,42],client:33,clip:[7,39,52,56],clock:9,clone:[26,27],close:[3,23],closer:25,cloud:17,cls:52,cludform:42,cluster:[16,17,38,39,43,52,57],cluster_train:37,cm469:42,cmake3:26,cmake:[22,26,34,36],cmakelist:34,cmatrix:[21,22],cmd:43,cna:9,cname:42,cnn:[9,43,50,52],code:[0,3,5,13,16,23,25,26,27,28,32,34,35,36,37,42,43,48,52,53],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,25,53],collectbia:34,colleg:53,color:[49,50],colour:13,column:[8,9,23,34,47,57],column_sum_evalu:8,colunm:57,com:[9,10,13,26,27,29,33,42,43,50],combin:[9,10,13,15,48,54,56],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:[10,33,52,56],commnun:37,common:[19,32,34,38],common_util:[37,54],commonli:[32,36,41],commun:[0,17,34,37,42],compani:56,compar:[34,48,52],compat:3,compet:56,competit:48,compil:[26,27,33,34],complet:[0,5,9,10,13,15,17,20,34,42,43,52],complex:[2,3,10,23,32,36,52],complic:9,compon:34,compos:[13,16,48,55],composenotalign:13,compress:20,comput:[9,10,16,17,25,26,27,32,34,36,41,42,52,54,55,56],computation:32,conat:9,concat:57,concat_lay:32,concaten:10,concept:[3,16,27,32],concern:16,concurr:17,concurrentremoteparameterupdat:39,condit:[9,20,32,37,43,57],conduct:36,conf:[5,9,37,47,48,50,57],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:[3,7,9,10,19,25,34,37,38,39,42,43,47,48,49,50,52,56,57],config_:39,config_arg:[38,39,41,50,52,55,56],config_bas:[8,9,10,15],config_fil:55,config_gener:[37,54],config_lay:34,config_pars:[5,34],configur:[1,2,3,5,9,25,33,34,36,39,47,49,50,56,57],conflict:33,confront:57,congest:39,conll05st:55,conll:[13,55],connect:[2,10,25,34,42,43,48,49,50,52,54,56],connectionist:[9,56],connor:56,consequ:[9,10],consid:[8,9,11,26,27,36,41,49],consider:[3,10],consist:[9,13,20,23,49,50,52,55,57],consol:[36,42],constant:34,construct:[3,5,16,32,54],construct_featur:54,constructor:34,consum:[17,56],contact:17,contain:[3,8,9,10,12,13,15,16,20,28,29,32,33,37,42,49,50,52,53,56,57],containerport:42,contemporan:56,content:[43,55,56],context:[9,10,13,32,47,52,54,55,56,57],context_attr:10,context_len:[9,10,52,54],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,54],context_start:[9,10,52],contibut:33,contin:42,continu:[3,17,29,39],contrast:[9,57],contribut:[0,28,35,56],contributor:0,control:[7,27,39,42,43,57],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,37],converg:[37,48,56],convert:[3,5,13,19,23,32,47,49,50,52,54],convlay:9,convolut:[9,10,48,50,54],convoper:9,convtran:9,convtranslay:9,cool:[3,33],coordin:17,copi:[15,16,20,27,42,48,54],copy_shared_paramet:48,copytonumpymat:48,core:[3,7,22,39,57],coreo:42,corespond:55,corpora:57,corpu:[13,55],correct:[3,8,9,34,42],correctli:[8,13,34,48],correl:[25,49,56],correspoind:16,correspond:[3,5,16,25,32,34,49,53,55,56,57],corss_entropi:16,cos:9,cos_sim:54,cosin:[9,54],cost:[5,11,15,16,25,39,48,52,54,56,57],cost_id:9,could:[3,5,9,13,15,16,20,23,27,36,37,42,52,54],count:[17,23,36,39,41,43,47,54,55,56,57],counter:[17,20],coupl:25,coverag:26,coveral:26,coveralls_uploadpackag:26,cpickl:[50,54],cpp:[21,22,33,34,36,52,54,57],cpu:[2,3,7,9,24,26,29,36,39,43,48,55,56,57],cpuinfo:27,cpusparsematrix:22,craftsman:53,crash:[17,36,37,39],crazi:37,creat:[5,7,9,13,15,16,17,25,26,27,34,37,39,47,48,49,57],create_bias_paramet:34,create_input_paramet:34,createargu:48,createfromconfigproto:[5,48],createstack:42,creation:42,creationd:42,creator:[13,19],credit:48,crf:55,crime:53,critic:56,crop:50,crop_siz:50,cross:[9,52,55],cross_entropi:[9,16,48],cross_entropy_with_selfnorm:9,csc:34,cslm:57,csr:34,csv:53,ctc:8,ctc_error_evalu:8,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],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:[9,12,26,29,39],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[38,39],cudnn_convt:9,cudnn_dir:[38,39],cudrivergetvers:36,cuinit:36,cumul:9,curl:[26,42],current:[3,9,17,25,27,32,33,34,37,39,42,52,56,57],current_word:32,currentcost:[52,54,56,57],currentev:[52,54,56,57],curv:[16,49,55],custom:[2,3,16,34,42,53,56],custom_batch_read:23,cutoff:13,cycl:17,cyclic:9,cython:21,d3e0:42,dai:57,daili:56,dalla:3,dan:55,danger:3,darwin:42,dat:[13,19,37,54],data:[1,2,3,5,8,10,11,15,16,19,20,26,27,34,36,37,38,39,41,44,50,53],data_batch_gen:48,data_dir:[47,49,56,57],data_feed:13,data_fil:25,data_initialz:52,data_lay:[3,25,32,48,49,52,54,55],data_nam:13,data_read:[13,23],data_reader_creator_random_imag:23,data_sourc:48,data_typ:[9,13],databas:[13,56],datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,25,32,37,54,55],dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:9,dataset:[1,3,19,23,25,39,47,49,50,52,55,56],date:55,db_lstm:55,dcgan:48,dcmake_install_prefix:26,dead:17,deal:[33,48],deb:[28,29],debian:[27,28],debug:3,decai:[11,49],decent:20,decid:[16,23],declar:[9,54],decod:[9,10,32,55,57],decoder_boot:32,decoder_group_nam:32,decoder_input:32,decoder_mem:32,decoder_prev:10,decoder_s:32,decoder_st:[10,32],deconv:9,deconvolut:9,decor:[3,13,34],decreas:25,decrypt:42,deep:[0,9,25,27,30,36,48,49,50,52,55],deeper:[25,27,50],deer:49,def:[3,9,13,16,19,23,25,32,34,48,50,52,54,55],defalut:[9,39,41],default_devic:41,default_valu:41,defferenct:3,defin:[2,3,9,10,13,16,17,23,25,32,34,37,39,47,48,49,54,55],define_py_data_sources2:[3,25,49,50,52,54],defini:57,definit:[3,13,17,20,25,27,47,52,56],degre:9,del:54,delai:39,delar:52,delet:17,deletestack:42,delimit:[8,53,54],demand:17,demo:[9,13,32,37,43,44,47,48,49,50,51,52,53,54,55,56,57],demograph:53,demolish:43,demonstr:[25,32,48,54],denot:[41,52,53,55],dens:[3,9,13,34,42,52,54],dense_vector:[3,5,9,13,25,54],dense_vector_sequ:13,depend:[17,25,27,29,37,41,49,53],deploi:[37,41],deploy:[37,42],deriv:[6,16],descent:[9,17],describ:[16,20,25,34,42,43,48,52,55],describestack:42,describestackev:42,describestackresourc:42,descript:[5,26,32,40,42,49,54],deseri:15,design:[3,9,13,21,56],desir:[17,42,43,47],destructor:34,detail:[3,5,7,9,10,11,20,32,33,34,36,37,40,41,42,43,47,48,50,52,54,56,57],detect:8,determin:[3,9,13,34,48],dev:[26,27,49,54,57],devel:26,develop:[0,24,26,33,38,39,57],deverlop:39,deviat:7,devic:[7,39,57],deviceid:41,devid:[9,39],dez:56,diagnos:37,diagram:50,dict:[3,13,15,52,54,56,57],dict_dim:56,dict_fil:[8,32,52,55],dict_siz:13,dictionai:52,dictionari:[3,8,9,13,15,16,32,41,50,52,54,55,56,57],dictsiz:57,did:3,differ:[3,8,9,17,25,27,32,33,34,37,39,42,43,47,49,50,52,56,57],difficult:25,dig:[27,36,42],digit:[3,9],dim:[13,34,47,50,52,56],dimens:[6,9,12,13,34,41,47,52,54,56],dimension:[3,25,32,34,48,52],dimenst:47,dimes:9,din:54,dir:[37,50,52,54,55,56,57],dirctori:27,direct:[9,10,27,50,55],directli:[2,3,10,25,27,37,43,56],directori:[2,19,26,27,33,36,37,39,43,49,50,52,54,55,56,57],diretcoti:50,dis_conf:48,dis_train:48,dis_training_machin:48,disabl:3,discard:[13,17,20,39],discount:9,discov:[17,55],discoveri:42,discrep:36,discrimin:48,discriminator_train:48,discuss:[16,20],disk:43,dispatch:[37,39],disput:57,dist_train:16,distanc:8,distibut:47,distinguish:[37,48,57],distribut:[9,20,26,35,43,44,45,48,52,55],distribute_test:[38,39],distributedli:34,disucss:16,divid:[11,38,49,57],diy_beam_search_prob_so:[38,39],dmkl_root:26,dns:42,do_forward_backward:23,doc:[5,10,13,26,27,37],docker:[24,28,42,44,45],docker_build:16,docker_push:16,dockerfil:27,dockerhub:27,doctor:53,document:[3,5,10,26,33,41,49,52,54,55,56],documentari:[3,53],doe:[3,5,10,17,20,23,25,29,32,34,36,52,54,55],doesn:[7,9,13,16,23,33,36,43,57],dog:[49,50],doing:36,domain:42,don:[10,16,23,25,42,56],done:[9,10,17,20,32,36,42,48,56],dopenblas_root:26,dot:[39,50,57],dot_period:[39,41,48,49,54,56,57],dotmuloper:9,dotmulproject:9,doubl:[3,26,39],down:[36,52],download:[13,17,27,29,48,49,52,55,56],download_cifar:49,downsampl:49,doxygen:[26,33],dpkg:29,drama:53,drop:3,drop_rat:7,dropout:[7,9,34,52],dropout_r:10,drwxr:43,dtoh:36,dtype:[5,25,50],dubai:57,due:[20,53,54],dummi:20,duplic:53,durat:[20,36],dure:[2,3,9,17,20,25,33,34,38,39,42,52,54,55,57],durn:3,dwith_c_api:22,dwith_doc:26,dwith_profil:36,dwith_python:22,dwith_swig_pi:22,dwith_tim:36,dynam:[2,3,22,23,26,36,39],dynamic_cast:34,each:[2,3,5,8,9,12,13,15,17,20,23,25,27,32,33,34,37,39,41,42,47,49,50,52,53,54,55,56,57],each_feature_vector:6,each_meta:54,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,23,50],easi:[0,23,27,34,37,52],easier:[16,23,34],easili:[16,23,25],echo:[27,54,56],edit:[8,27,42],editor:[27,33],edu:[13,42,43,49],educ:53,eeoi3ezpr86c:42,effect:[3,39,42],effici:[0,2,3,32,34],efg:9,efs:42,efs_dns_nam:42,efsvol:42,eight:55,either:[9,13,15,16,36,52,54],elb:42,elbapis:42,elec:52,electron:[43,52],elem_dim:9,element:[3,5,8,9,10,13,15,20,23,52,56,57],elif:[16,54],elimin:55,els:[9,16,27,34,50,52,54],emac:[27,33],emb:[43,52],embed:[16,32,51,54,56],embedd:55,embedding_lay:[32,52,54],embedding_nam:[9,32],embedding_s:[9,32],emphas:36,empir:9,emplace_back:34,emploi:[32,53],empti:[8,13,17,25],emul:57,enabl:[3,7,20,36,37,39,42],enable_grad_shar:[38,39],enable_parallel_vector:39,enc_proj:[10,32],enc_seq:10,enc_vec:32,encod:[10,20,32,57],encoded_proj:[10,32],encoded_sequ:[10,32],encoded_vector:32,encoder_last:9,encoder_proj:32,encoder_s:32,encrypt:42,encrypt_decrypt:42,end:[3,8,9,23,25,32,39,47,55,56,57],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,42],endtrain:16,engin:[0,36,53],english:[3,9,57],enjoi:27,enough:25,ensembl:10,ensur:[3,17,34],enter:[27,53],entir:[9,10,56],entri:[13,20,34,42,53],entropi:[9,52,55],enumer:[6,52,54],enumerate_data_types_of_data_lay:13,env:[33,42],environ:[16,26,27,29,36,37,38,39,42,43,48,49,54],eol:33,eos_id:[9,32],epel:26,epoch:53,epsilon:11,equal:[9,10,17,39],equat:[9,10,11,27],equilibrium:48,equip:[26,32],equival:[9,16],error:[7,8,9,11,16,20,25,29,34,37,39,42,49,50,52,53,54,56,57],error_clipping_threshold:7,especi:[3,10,55],essenc:16,essenti:[9,16,26,55,57],estat:25,estim:[9,16],eta:43,etc:[13,23,27,37,38,41,42,56,57],etcd:[17,20],eth0:[37,42],ethternet:37,eval:[8,52,54,56,57],eval_bleu:57,evalu:[2,9,14,15,36,37,52,56,57],evaluate_pass:56,evalut:[25,57],even:[16,23,36,39,56],evenli:42,event:43,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,32,33,34,39,52,55,56,57],everyth:[25,33],exactli:[3,8,9,10,27,42,55],exampl:[2,3,9,10,11,13,15,23,25,26,27,32,34,36,37,38,39,41,42,43,49,50,51,52,56,57],exceed:9,except:[3,13,41,47,54,56],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[27,39],execut:[17,20,34,36,42,53,55,56],exist:[16,17,23,34,39,42,53,56],exit:[39,43],expand:[34,55,56,57],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,36,56],expens:57,experi:41,expir:17,explain:[3,8,17,37,48,56],explan:[9,52,57],explanatori:[25,27],explicit:34,explicitli:[3,16],exploit:49,explor:9,exponenti:6,expos:[27,42],express:[16,42,56],extend:[0,54],extens:[53,54,57],extent:22,extern:[3,21,22],extra:[7,9,10,25],extra_input:9,extra_lay:15,extraattr:[7,41],extraattribut:[9,10],extraattributenon:9,extract:[9,42,49,55,56],extract_fea_c:50,extract_fea_pi:50,extract_para:47,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,36],extremli:2,f120da72:43,f7e3:42,fa0wx:43,fabric:37,facotr:9,fact:50,factor:[7,9,11],factori:21,fail:[3,17,20,39,41,43,49],failur:17,fake:48,fake_imag:23,fals:[3,7,8,9,10,11,13,23,25,32,34,39,41,43,47,52,54,55,56,57],false_label:23,false_read:23,famili:57,familiar:[3,25],fanscin:3,fantasi:53,fantast:52,far:0,farmer:53,fascinatingli:2,fast:[9,20,33,36],faster:[9,10,17,32,36,56],fault:20,favorit:33,favourit:27,fbd1f2bb71f4:43,fc1:[34,41],fc2:41,fc3:41,fc4:41,fc8a365:42,fc8a:42,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,25,34,41,52,54],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:34,fdata:55,fea:50,fea_output:50,feat:56,featur:[3,6,9,13,33,39,49,52,56,57],feature_map:54,feed:[10,13,15,16,25,56],feedback:0,feeder:13,feedforward:49,femal:53,fernan:56,festiv:3,fetch:[13,17,32,34],few:[3,17,23,27],fewer:9,fg0:9,field:[9,15,36,42],figur:[16,32,34,36,47,48,49,50,55,56,57],file1:57,file2:57,file:[2,3,5,8,9,13,15,16,17,19,20,22,23,25,26,27,32,33,34,37,39,47,49,50,55,56,57],file_list:3,file_nam:[3,25,50,52,55],filenam:[3,19,54],filer:9,filesystem:[27,42],fill:[9,17,20,42,52],film:53,filter:[9,50],filter_s:[9,10],filter_size_i:9,finali:37,find:[9,11,17,27,36,49,56,57],fine:[7,20,54],fingerprint:42,finish:[3,17,20,27,37,42,43,49],finit:34,first:[3,9,13,16,17,20,25,27,29,32,33,34,36,39,41,42,47,48,49,50,52,54,55,56,57],first_seq:32,firstn:13,firstseen:43,fit:[2,13,33],five:[36,52],fix:[3,7,21,57],flag:[13,39,48,49,55],flexiabl:23,flexibl:[0,2,9,10,16,32],flight:57,float32:[5,13,23,25,48,50],floor:9,flow:[24,33],fly:[25,52],fnt03:42,focu:[3,36],folder:[19,26,42,49,56,57],follow:[2,3,8,9,10,11,13,16,17,20,23,26,27,29,32,33,34,36,37,41,42,43,44,45,47,48,49,50,52,53,54,55,56,57],fool:48,forbid:16,force_load:21,forecast:56,forget:[11,16,56],form:[2,3,10,11,36,55],format:[2,3,8,20,25,33,34,39,42,47,49,53,54,56],former:[16,57],formula:[9,10],formular:9,forward:[6,10,32,33,34,41,48,55,56],forwardactiv:34,forwardtest:5,found:[3,5,9,26,32,48,49,52,56],four:[3,29,47,50,52,54,55,56],frame:8,framework:[16,34,50,52,56],free:[13,57],french:57,frequenc:[13,36,47,52,56],frequent:[20,23,37,57],frog:49,from:[0,3,5,9,10,13,15,17,19,20,23,25,27,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],from_timestep:9,fromfil:[23,25,50],fulfil:36,full:[9,17,27,32,34],full_matrix_project:[10,32],fulli:[25,33,34,36,48,49,50,52,54,56],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:47,fullyconnectedlay:34,func:[13,20],fundament:25,further:9,fusion:54,gain:9,game:48,gamma:50,gan:16,gan_train:48,gap:39,gate:[9,10,56],gate_act:[9,10],gate_recurr:9,gather:[9,34,54],gauss:7,gaussian:48,gcc:[21,26,27],gdebi:29,gen:[9,57],gen_conf:[48,57],gen_data:57,gen_result:57,gen_train:48,gen_training_machin:48,gen_trans_fil:32,gender:[13,53,54],gener:[2,3,5,8,9,10,13,15,16,17,19,20,23,25,26,27,36,37,39,41,42,47,50,51,52,54,56],generated_word_embed:9,generatedinput:[9,32],generator_conf:48,generator_machin:48,generator_train:48,genert:3,genr:[53,54],gereat:8,get:[3,9,10,13,15,20,25,26,29,32,34,36,37,42,46,49,50,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[41,52,54,56],get_data:[43,52,55],get_dict:13,get_embed:13,get_imdb:56,get_input_lay:34,get_mnist_data:48,get_model:50,get_movie_title_dict:13,get_nois:48,get_output_attr:10,get_shap:15,get_training_loss:48,get_word_dict:13,getbatchs:34,getenv:16,getinput:34,getinputgrad:34,getinputvalu:34,getoutputgrad:34,getoutputvalu:34,getparameterptr:34,getsiz:34,getslotvalu:48,gettask:20,gettempl:42,gettranspos:34,getw:34,getweight:34,getwgrad:34,gfortran:26,gildea:55,gist:10,git:[24,26,27,33],github:[9,10,26,27,29,50],give:[3,17,25,27,34,36,42,52],given:[3,13,15,23,34,39,48,52,55,56,57],global:[3,7,16,17,36,39,42,54,56],global_learning_r:7,globalstat:36,globalstatinfo:36,globe:3,goal:[36,55],gob:20,godoc:21,goe:[9,10,17,25],going:[52,56],good:[9,23,36,56,57],goodfellow13:9,googl:16,googleapi:42,gpg2:42,gpg:42,gpu:[2,3,7,9,12,24,26,29,35,37,48,49,50,54,55,56,57],gpu_id:[39,41,48],gpugpu_id:38,grab:[17,56],grad:[39,53],grad_share_block_num:[38,39],gradient:[7,8,9,11,15,17,20,39,52,56],gradient_clipping_threshold:[7,52,56],gradient_machin:[15,22],gradient_printer_evalu:8,gradientmachin:[5,15,22,48,54,57],gradual:[25,36],grai:49,gram:[47,56],grant:42,graph:[9,15,17,47],graphviz:50,grave:56,grayscal:3,greater:9,grep:[27,56],groudtruth:32,ground:[8,9,52,57],group:[10,20,56],group_id:54,group_input:32,grouplen:[13,53],gru:[9,32,52,57],gru_attr:10,gru_bias_attr:10,gru_decod:32,gru_decoder_with_attent:32,gru_encoder_decod:[47,57],gru_memori:10,gru_siz:52,gru_step:[10,32],gru_step_lay:32,grumemori:[10,32],gserver:[9,34],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:10,gzip:[20,43],hack:[28,37],hadoop:16,half:42,hand:[53,54,56],handl:[16,23,37,54,56],handler:15,handwrit:[3,56],happen:20,hard:[42,52],hardwar:[27,36],has:[3,5,9,10,11,13,16,17,20,27,32,34,36,42,43,47,49,52,53,54,55,56,57],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,23,25,26,27,32,33,34,36,37,39,41,42,47,49,52,53,54,56,57],hdf:[2,19],head:[33,47,56],header:[22,25,34,47,50,54],health:53,heavi:37,height:[9,13,21,23,34,49],held:17,hello:16,help:[3,5,33,37],helper:[9,10,34],here:[3,5,7,9,10,13,16,17,23,25,26,32,37,38,41,42,43,47,49,50,51,52,53,54,55,56,57],heurist:[9,39,57],hidden:[9,10,32,42,52,54,56],hidden_s:[10,54],hierarch:[9,32],high:[7,34,48],higher:2,highest:[13,57],highli:[2,3,13,32,41,54,56],him:16,hint:25,histor:56,hl_get_sync_flag:34,hold:[16,17,20,42],home:[19,37,42,43],homemak:53,honor:20,hook:[3,54,55],hope:0,horizont:[9,50],horror:53,hors:49,horst:56,host:[26,27,37,42,43],hostnam:[37,42],hostpath:43,hostport:42,hot:54,hour:57,hous:[3,13,25,47],how:[2,3,7,9,16,17,20,25,32,37,39,42,43,46,49,50,52,54],howev:[3,10,23,25,32,33,38,39,42,56,57],hpp:21,html:[13,27,49],htod:36,http:[9,10,13,26,27,29,33,42,43,48,49,50,57],huber:9,huge:[9,33],huina:56,human:57,hyper:[9,34],hyperplan:13,i0601:54,i0706:57,i0719:57,i1117:36,iamfullaccess:42,iamusersshkei:42,ib0:37,ics:13,icwsm:56,id_input:[8,32],idea:[9,23],ident:[25,27,42,53],identifi:[32,34],identityoffsetproject:9,identityproject:9,ids:[8,9,34,52,54],idx:[20,34],ieee:56,ignor:[3,8,9,39,47],ijcnlp:56,illustr:[3,17,32,34,36,52],ilsvrc:50,imag:[3,12,13,16,23,25,28,41,42,44,45,48,50,51,57],image_a:23,image_b:23,image_classif:49,image_fil:23,image_lay:23,image_list_provid:50,image_nam:16,image_path:23,image_provid:49,image_reader_cr:23,image_s:50,imagenet:[19,51],imagepullpolici:42,imageri:9,images_reader_cr:23,imdb:53,imdber:56,img:[3,9,49],img_conv:10,img_featur:3,img_pool:10,img_siz:49,imgsiz:36,imgsizei:36,imgsizex:36,immedi:42,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,32,52,55],importerror:54,improv:[0,36,42,56,57],inbound:42,includ:[2,3,9,10,13,16,21,22,26,27,32,34,36,39,42,43,47,52,53,55,57],inconsist:53,incorrect:9,increas:[17,20,39,57],increment:39,incupd:34,inde:[13,23,27],independ:[9,52],index:[3,8,9,12,13,15,17,20,32,37,42,54],indexslot:[9,55],indic:[3,8,9,25,37,42,55],individu:[17,25,42],industri:17,infer:[1,16,17,21,26],infiniband:37,info:[8,9,13,34,37],infom:33,inform:[5,13,34,36,39,42,53,54,55,56,57],infrastructur:[42,48],ingor:39,ininst:16,init:[7,34,41,42,48,52,54,55],init_hook:[52,54,55],init_model_path:[38,39,41,47,52,55],initi:[3,5,7,9,13,20,32,34,39,47,48,52,55],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,48],inlcud:10,inlin:42,inner:34,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,23,25,32,34,41,47,48,49,50,52,54,55,56,57],input_data:34,input_data_target:34,input_featur:6,input_fil:[25,55],input_hassub_sequence_data:34,input_id:9,input_imag:[10,49],input_index:34,input_label:34,input_lay:34,input_nam:16,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:[3,13],insid:[8,9,17,23,27,42],inspir:47,instal:[27,30,33,37,43,49,50,54,55,56],instanc:[9,17,19,32,34,36,39,55],instance_ip:42,instanti:17,instead:[9,10,12,23,27,33,37,52,57],instruct:[27,29,36,52],int32:39,integ:[3,8,9,13,20,21,32,34,52,56],integer_valu:[3,13,52],integer_value_sequ:[3,13,32,52,55],integr:[26,55],intend:0,inter:[9,37],interact:[27,42],intercept:9,interest:[36,56],interfac:[1,5,7,9,10,20,37,42,49,54,56],interg:52,intergr:9,intermedi:55,intern:[9,10,13,15,42],internet:[17,56],interpret:[3,8,26,36],interv:56,intrins:26,introduc:[3,17,43,54,56],introduct:[4,48],invalid:23,invari:49,invok:[3,9,15,36,42,54],involv:48,iob:8,ioe:8,ips:42,ipt:[9,32],ipython:16,is_discriminator_train:48,is_gener:[9,47,48,57],is_generator_train:48,is_kei:54,is_loc:15,is_predict:[52,54,56],is_seq:[9,32,54],is_sequ:54,is_stat:7,is_test:[50,55,56],is_train:3,isn:36,isol:27,isspars:34,issu:[26,27,36],item:[9,13,15,23],iter:[9,10,11,13,15,16,17,23,49,55,56],its:[3,8,9,10,16,17,20,34,36,39,42,47,48,49,52,56,57],itself:[10,17],java:21,jeremi:36,jie:[55,56],jmlr:9,job:[5,13,38,39,41,50,52,54,55,56,57],job_dispatch_packag:37,job_id:13,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,join:17,joint:[47,57],jointli:[10,57],journal:[55,56],journei:27,jpeg:49,jpg:50,json:[37,42,43,54],jth:10,judg:57,jupyt:27,just:[3,6,8,9,10,13,20,25,33,37,41,42,47,49,54,55,56],jx4xr:42,jypyt:16,k8s_data:42,k8s_job:16,k8s_token:16,k8s_train:42,k8s_user:16,kafka:19,kaim:9,kaimingh:50,kebilinearinterpbw:36,kebilinearinterpfw:36,keep:[3,9,17],kei:[3,13,15,17,19,20,36,37,54,56],kernel:[9,36,52],key1:39,key2:39,key_pair_nam:42,keyid:42,keymetadata:42,keypair:42,keyserv:42,keystat:42,keyusag:42,keyword:3,kill:[17,42],kind:[2,3,16,17,25,42,43,48,52,54],kingsburi:55,kms:42,know:[3,10,16,20,25,34,36,42,54],knowledg:56,known:[48,56,57],kriz:[13,49],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:42,kubectl:43,kuberent:[17,42],kubernet:[16,17,35,37,44,45],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,52,54,55],l1_rate:7,l2_rate:7,l2regular:[49,52,56],label:[3,5,8,9,11,13,15,23,25,32,43,48,49,50,51,52,54,56],label_dict:55,label_dim:[9,52],label_fil:[23,55],label_lay:23,label_list:55,label_path:23,label_slot:55,labeledbow:56,labl:56,lag:39,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,41,47,55,56,57],larg:[12,13,55,56,57],larger:[3,7,8,9,37],last:[8,9,10,25,32,37,39,52,56,57],last_time_step_output:9,lastseen:43,late:56,latenc:[37,42],later:[26,33,42,52],latest:[9,17,27,33,43,56],latter:57,launch:[39,42,56],launcher:16,lawyer:53,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,23,25,32,35,38,39,47,48,49,50,52,54,55,56],layer_0:34,layer_attr:[9,32,41],layer_num:[41,50],layer_s:9,layer_typ:9,layerbas:34,layerconfig:34,layergradutil:34,layermap:34,layeroutout:9,layeroutput:[9,54],lbl:[8,49],ld_library_path:[26,29,37],lead:36,learn:[0,7,8,9,10,11,13,16,23,25,27,30,32,34,36,49,50,52,55,56,57],learnabl:9,learning_method:[25,47,49,52,54,56,57],learning_r:[7,25,47,49,52,54,56,57],leas:17,least:[8,9,17,26,53],leav:[3,42],lecun:13,left:[9,25,50],leman:57,len:[3,9,32,34,52,54,55],length:[9,10,13,32,39,43,56,57],less:[9,16,37,57],less_than:16,let02:43,let:[5,9,16,25,42,54],level:[7,9,37,39,48,54,56,57],lib64:[26,37,39],lib:22,libari:22,libcudnn:26,libjpeg:49,libpaddl:[21,22],libpaddle_capi:22,libpaddle_gserv:22,libpaddle_math:22,libpython:26,librari:[9,22,26,27,37,39,54],licens:55,life:17,like:[3,8,9,13,17,23,25,26,32,36,37,38,41,42,47,50,52,54,56,57],limit:[9,13,36,39],line:[2,3,5,8,13,25,33,35,36,37,41,42,47,49,50,54,55,56,57],linear:9,linearactiv:[9,25],linguist:55,link:[9,10,26,42,52,56],linux:[26,27,29,42,57],lipeng:47,lipton:56,list:[2,3,8,9,13,15,16,20,25,27,32,34,37,39,41,42,49,50,52,54,55,56,57],listen:39,literatur:56,littl:[2,3,39,52,56],lium:57,live:[17,27],liwicki:56,load:[2,3,5,9,16,17,25,39,42,50,54,55,56,57],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:[7,17,26,27,33,37,38,39,43,49,56],localhost:27,locat:[32,34,52,55],lock:[17,20],log:[3,20,33,34,37,39,42,43,49,54,55,56,57],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:6,logger:3,logic:[3,37],login:27,longer:57,look:[3,25,37,38,42,43,48,52],lookup:52,loop:23,loss:[9,34,48,52,56,57],lot:38,low:9,lower:37,lowest:39,lpaddle_capi_shar:22,lpaddle_capi_whol:22,lst:54,lstm:[9,32,43,52],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:52,lstm_step:10,lstmemori:[10,32],lstmemory_group:9,ltr:9,lucki:25,mac:[22,26,27],machan:10,machin:[9,10,13,15,25,33,34,38,39,41,42,43,52,54,56,57],made:[3,17,25,32,53],mai:[3,9,23,27,33,36,42,53],main:[3,5,33,42,49,55,56],mainli:39,maintain:[9,20,42],major:[27,33,48,50,56,57],make:[3,16,17,20,23,26,27,33,34,36,37,42,49,52,54,56],male:53,malloc:34,manag:[17,33,37],manageri:53,mandarin:9,mani:[0,9,10,20,25,27,39,52,53,54,56],mannal:37,manual:33,manufactur:57,mao:56,map:[3,9,13,15,16,20,39,49,50,54],map_read:13,mapreduc:16,marcu:56,mark:[3,32,55],mark_slot:55,market:[25,53,56],martha:55,mask:[7,9],master:[16,24,33,39,56],mat:[21,22],mat_param_attr:10,match:36,math:[10,21,34,36],matirx:9,matplotlib:49,matric:[5,32,34],matrix:[8,9,10,13,15,21,22,32,34,38,41,50,55],matrixptr:34,matrixtyp:22,matter:3,max:[3,7,9,13,36,39,41,49,52,54],max_id:[9,15,52],max_job_id:13,max_length:[9,32],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,52],maxid_lay:52,maxid_printer_evalu:8,maxim:[9,57],maximum:[8,13,32,36,39,52,55,56],maxinum:12,maxpool:9,mayb:[9,10,49],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,23,25,32,36,37,39,41,42,47,48,49,50,52,54,55,56,57],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,measur:[25,36],mechan:[9,10,32,42,56],media:56,meet:55,mem:9,member:[13,16],memcpi:36,memor:56,memori:[2,3,10,20,32,34,36,39,41,43,52,55,56,57],memory_nam:9,memory_threshold_on_load_data:39,mention:20,mere:10,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:16,method:[3,9,11,15,27,34,36,39,41,52,54,56,57],might:[9,27,34,42],mileag:36,million:[13,41,53],min:[7,36,41,42,54],min_pool_s:3,min_word_freq:13,mind:37,mini:[3,9,13,15,17],mini_batch:23,minibatch:9,minibatch_data:13,minim:[3,11,25,39],minimum:9,minimun:39,minst:3,minut:[17,42,57],mirror:27,miss:[39,47,55],mit:42,mix:[10,32,55],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,32,55],mixedlayertyp:9,mkdir:[26,27,42],mkl:26,mkl_path:26,mkl_root:26,ml_data:[37,54],mnist:[3,5,19,23],mnist_provid:3,mnist_random_image_batch_read:23,mnist_train:[3,23],mnist_train_batch_read:23,mod:55,modal:55,mode:[9,39,48,49,50,54,56,57],model:[1,2,5,9,10,13,17,18,33,34,35,39,42,54,55,56],model_config:[5,48],model_list:[39,41,55,56],model_output:56,model_path:41,model_zoo:[47,50],modifi:[5,32,33,34,37,42],modul:[2,3,5,10,13,15,25,26,49,50,52,54,55],modulo:9,momentum:[7,25,52],momentumoptim:[25,49],mon:43,monitor:[52,56],mono:9,month:[52,57],mood:56,more:[2,3,5,8,9,10,13,16,17,20,23,25,27,32,34,36,37,41,43,49,52,55,56,57],morin:9,mose:[56,57],moses_bleu:57,mosesdecod:56,most:[3,5,9,13,16,23,25,32,34,36,38,54,55,56,57],mostli:[49,53],mount:[27,42,43],mountpath:[42,43],move:[9,17,20,36,42,54,56],movement:[36,56],movi:[3,13,56],movie_categori:13,movie_featur:54,movie_head:54,movie_id:54,movie_info:13,movie_meta:54,movie_nam:54,movie_review:13,movieid:53,movieinfo:13,movielen:51,moving_average_fract:9,mpi:37,mse_cost:[25,54],much:[9,17,23,36],mul:34,mulit:37,multi:[9,34,38,39,50,57],multi_binary_label_cross_entropi:9,multi_crop:50,multinomi:9,multipl:[8,9,10,13,16,20,27,32,34,39,41,42,48,52,54,56],multipli:[8,9,34,49],multithread:3,music:53,must:[3,6,8,9,10,23,26,27,32,33,34,37,39,41,42,57],my_cluster_nam:42,my_cool_stuff_branch:33,my_external_dns_nam:42,mypaddl:43,mysteri:53,name:[3,7,8,9,10,12,13,15,16,17,19,22,25,27,32,34,36,37,39,41,43,44,45,47,48,49,50,52,54,56,57],name_prefix:19,namespac:[21,27,34,43],nano:33,nativ:9,natur:[20,41,55,56],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:52,necessari:[3,9,26,34,37,52,56],necessarili:34,need:[3,9,10,13,16,20,25,26,27,29,32,33,34,37,38,39,41,42,43,48,49,50,52,54,55,56,57],neg:[3,8,9,52,55,56],neg_distribut:9,negat:55,neighbor:52,nest:[3,13],net:[9,10],net_conf:56,net_diagram:50,network:[2,3,5,7,8,9,11,13,14,15,16,17,23,25,27,34,36,37,39,47,56,57],network_config:41,networkadministr:42,neural:[3,5,9,10,11,13,15,16,17,25,36,39,47,48,50,56,57],neuralnetwork:9,neuron:[5,34,52,56],never:[13,23,42,43],newest:33,newtork:56,next:[9,13,17,32,34,36,39,42,43,55,56,57],nfs4:42,nfs:42,nfsver:42,nginx:27,ngram:13,nic:[37,38,39],nil:20,nine:[13,55],nlp:[3,9],nltk:13,nmt:57,nnz:34,no_cach:3,no_sequ:[3,54],noah:56,noavx:[27,29],node:[9,34,37,39,42,43,56,57],node_0:42,node_1:42,node_2:42,nodefil:37,noir:53,nois:[9,17,48],noise_dim:48,non:[9,17,34,39,42],none:[2,3,5,7,8,9,10,11,12,13,15,16,25,32,50,52],nonlinear:34,norm:48,norm_by_tim:9,normal:[3,5,9,10,13,29,32,34,37,39,43,47,48,50],normzal:50,north:49,notat:9,note:[3,5,7,9,10,12,15,16,20,23,26,36,39,41,42,47,49,54,56],notebook:27,noth:[6,15,39],notic:[32,34],novel:56,now:[0,3,9,17,25,27,33,39,42,48,54,55],np_arrai:13,nproc:26,ntst1213:57,ntst14:57,nullptr:34,num:[9,37,39,52,55,56,57],num_channel:[9,10,49],num_chunk_typ:8,num_class:[9,10,49],num_filt:[9,10],num_gradient_serv:[38,39],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,25,38,39,41,43,52,54,55,56,57],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,23,25,34,37,39,42,47,49,50,52,55,56,57],numchunktyp:8,numdevices_:41,numlogicaldevices_:41,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,23,25,26,48,50],numsampl:36,numtagtyp:8,numtimeout:20,nvcc:27,nvidia:[26,27,36,39],obj:[3,25,49,50,52,54],object:[3,5,7,9,10,11,13,15,16,21,36,48,49,50,52,55],observ:[11,25,34,36,57],obtain:[52,55,56],occup:[53,54],occur:[13,15,33],oct:43,odd:9,off:[22,27],offer:[5,55],offici:[27,42,49],offlin:[17,19],offset:[9,54],often:[37,52,57],ograd:34,old:[27,33,39],omit:52,on_init:3,on_travisexclud:26,onc:[3,9,17,20,27,33,34,42,52],one:[3,6,8,9,10,11,12,13,16,17,20,23,25,27,33,34,37,39,41,42,43,47,48,49,50,52,54,55,56,57],one_host_dens:54,one_hot_dens:54,onli:[2,3,5,8,9,10,12,13,15,16,20,25,26,32,33,34,36,38,39,41,42,43,47,50,52,53,56,57],onlin:[11,17,19,23],onto:42,open:[0,3,9,16,19,23,25,27,42,50,52,54,55],openbla:26,openblas_path:26,openblas_root:26,oper:[9,10,11,27,32,34,36,39,42,47,49,54],opinion:56,opt:[16,26],optim:[3,7,14,15,25,34,36,56],option:[3,8,9,16,25,33,34,37,41],order:[3,9,10,13,23,34,39,42,43,48,50,52,56,57],ordinari:56,oregon:42,org:[9,10,13,19,26,27,48],organ:[9,49,56,57],origin:[0,2,3,9,13,33,48,55,57],other:[3,8,9,10,13,17,26,27,29,32,33,41,42,43,47,48,49,50,52,53,54,55,56,57],otherchunktyp:8,otherwis:[2,9,13,16,17,23,32,37,41,54,57],our:[16,27,32,34,42,43,47,49,52,55,56,57],out:[9,15,16,20,25,32,36,39,42,43,49,56],out_dir:42,out_left:9,out_mem:32,out_right:9,out_size_i:9,out_size_x:9,outlin:40,outperform:55,output:[5,6,7,8,9,10,12,13,15,16,19,23,25,32,34,36,39,41,43,47,48,49,50,52,54,55,56,57],output_:[9,34],output_dir:50,output_fil:55,output_id:9,output_lay:[15,50],output_max_index:12,output_mem:[9,32],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:34,over:[2,9,10,16,33,34,36,52,55,56],overcom:56,overhead:36,overlap:34,overrid:[17,34],overview:20,owe:0,own:[27,33,37,42],pacakg:29,pack:27,packag:[3,13,20,27,28,42],pad:[32,52],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,21,22,25,26,27,28,29,33,34,35,36,37,39,41,42,48,49,52,54,55,56,57],paddle_error:[21,22],paddle_matrix:[21,22],paddle_matrix_cr:22,paddle_matrix_get_shap:21,paddle_matrix_shap:21,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:[22,24,37],paddledev:[42,43],paddlepaddl:[0,2,3,5,9,10,13,17,19,23,25,26,29,32,33,34,35,36,37,44,45,50,52,54,55,56],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[33,42,54],pai:27,pair:[8,55],palceholder_just_ignore_the_embed:47,palmer:55,paper:[9,47,48,50,55,56,57],paraconvert:47,paragraph:56,parallel:[36,39,41,42,43,57],parallel_nn:[7,38,39],param:[7,9,54],param_attr:[9,10,25,32],paramattr:[7,9,25,32],paramet:[2,3,5,8,9,10,11,12,13,14,18,23,25,34,35,41,48,49,52,54,55,56,57],parameter_attribut:9,parameter_block_s:[38,39],parameter_block_size_for_spars:[38,39],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:34,parameters_:34,parameterset:16,parametris:11,paramt:[42,47],paramutil:54,paraphras:57,paraphrase_data:47,paraphrase_model:47,paraspars:34,parent:34,pars:[5,13,41,42,48,54,55],parse_config:[5,48],parser:54,part:[3,25,32,33,34,36,48,52,54,55,56,57],parti:[36,54],partial:[9,48],participl:47,particular:36,partit:[17,19,42],pass:[3,9,13,15,17,23,25,33,34,36,37,39,42,43,48,49,52,54,55,56,57],pass_id:15,pass_idx:23,pass_test:48,passtyp:34,password:37,past:[16,27,42],path:[2,3,8,13,15,17,20,23,25,26,32,37,39,41,42,43,47,49,50,52,55,56,57],pattern:[13,17,21,25,42,54,56],paul:55,paus:17,pave:57,pdf:[9,10],pem:[16,19,42],pend:[17,20],penn:55,per:[9,13,17,23,39,49,52],perfom:[39,41],perform:[2,9,10,25,32,33,34,35,37,38,48,49,52,56,57],period:[2,17,39,52,54,55,56,57],perl:[56,57],permiss:42,peroid:9,persist:42,persistentvolum:42,persistentvolumeclaim:42,person:16,perspect:36,perturb:34,pfs:19,pfsclient:19,pgp:42,phase:25,photo:49,pick:[3,42],pickl:54,pictur:52,piec:[9,10,25],pillow:49,pip:[26,33,37,49,54],pipe:53,pipelin:55,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,34,36,37,50,57],placehold:[25,47],plai:[55,56],plain:[2,8,9,15,22],plan:[17,34],platform:[0,25,42],pleas:[3,5,7,9,10,11,16,17,20,23,26,27,28,32,33,34,42,47,49,52,54,55],plot:[16,49],plotcurv:49,png:[49,50],pnpair_evalu:8,pnpairvalidationlay:39,pnpairvalidationpredict_fil:38,pod:[19,42,43],pod_nam:42,point:[17,25,36],polar:[13,56],polici:42,polit:56,poll:56,poo:49,pool3:34,pool:[3,10,14,49,52,54],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:52,pooling_typ:[9,52],poolingtyp:12,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],pose:17,posit:[3,8,9,13,52,55,56,57],positive_label:8,possibl:[16,20,33,36,48],post1:26,potenti:36,power:[52,57],practic:[9,25,32,34],pre:[3,9,10,13,16,27,42,43,47,49,55,56,57],pre_dictandmodel:47,precis:[8,26],precision_recall_evalu:8,pred:[52,55],predefin:56,predetermin:[9,39,57],predic:[13,55],predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,4,8,9,11,15,25,32,37,39,47,52,57],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:[17,19,42],pregrad:34,preinstal:26,premodel:47,prepar:[5,44,52],preprcess:56,preprocess:[13,32,37,43,56],prerequisit:26,present:[16,50,55,57],pretti:25,prev_batch_st:[38,39],prevent:[2,11,16,17,20],previou:[9,10,17,34,39,42,55,57],previous:[9,43,50],price:[13,25],primarili:56,principl:16,print:[7,15,16,25,32,39,47,52,54,55,56,57],printallstatu:36,printer:8,printstatu:36,prite:8,privat:22,privileg:42,prob:[8,15,48],probabilist:[9,47],probability_of_label_0:52,probability_of_label_1:52,probabl:[8,9,15,32,33,50,52,55],problem:[5,9,11,16,52,55,56],proc:27,proc_from_raw_data:52,proce:[13,17,23,42],procedur:[47,55,57],proceed:[9,55],process:[2,3,5,7,9,10,16,19,20,25,27,32,37,39,41,42,43,47,49,50,52,54,55,56,57],process_pr:52,processdata:[49,50],processor:36,prod:27,produc:[10,13,17,23,27,50,52],product:[0,27,34,42,52,56],productgraph:43,profil:26,proflier:36,program:[2,13,16,19,23,27,36,37,39],programm:53,progress:[17,20,39],proivid:3,proj:9,project:[9,10,22,26,32,34,54],promis:[9,10],prompt:33,prone:16,prop:55,propag:[11,39,41],properli:52,properti:[3,39],propos:57,proposit:55,protect:34,proto:12,protobuf:26,protocol:39,prove:52,proven:57,provid:[0,9,13,16,25,27,32,36,37,42,47,48,49,50,53,56],providermemory_threshold_on_load_data:38,provis:42,provod:3,prune:9,ps_desir:17,pserver:[37,38,39,42],pserver_id:18,pserver_num_thread:[38,39],pserverstart_pserv:38,pseudo:16,psize:34,ptr:22,pull:[24,27,47,57],punctuat:56,purchas:52,purpos:[0,17,36],push_back:34,put:[17,27,34,37,43,52],pvc:42,pwd:27,py_paddl:[5,13,48],pydataprovid:[2,3,52],pydataprovider2:[4,5,25,32,52,54,56],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,21,24,25,26,33,37,47,48,49,55,56,57],pythonpath:49,pzo:56,qualifi:26,qualiti:52,queri:[9,42,57],question:[9,16,42,55],quick:[39,43,51,57],quick_start:[42,43,44,52],quick_start_data:43,quickli:25,quickstart:43,quit:36,quot:53,rac:9,rais:13,ramnath:56,ran:36,rand:[36,39,41,48,55],random:[3,7,9,13,19,23,25,39,48,49,55],random_imag:19,randomli:56,randomnumberse:38,rang:[3,9,13,19,23,39,41,49,53,55],rank:[9,16,42,50,52],rare:3,rate:[7,8,11,13,34,37,49,52,54,56,57],rather:[5,42,56],ratio:39,raw:[9,25,52,56],raw_meta:54,rdma:[26,39],rdma_tcp:[38,39],reach:[17,36,55],read:[2,3,13,15,16,17,19,23,25,32,37,42,50,52,54],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,57],reader_cr:19,reader_creator_bool:23,reader_creator_random_imag:[13,23],reader_creator_random_image_and_label:[13,23],readi:[17,25,42,43,49],readm:[22,53,54,56],readonesamplefromfil:3,readwritemani:42,real:[3,23,25,48],realist:16,reason:[10,16,17,27,43],rebas:33,recal:8,receiv:17,recent:57,reciev:39,recogn:49,recognit:[3,9,50,56],recommand:3,recommend:[2,10,16,27,32,34,37,39,54],recommonmark:26,recompil:36,record:[20,42,54,55],recordio:[16,19,20],recov:[17,25,48],recoveri:20,rectangular:9,recurr:[55,56],recurrent_group:[10,32],recurrentgradientmachin:22,recurrentgroup:8,recurrentlay:39,recv:42,reduc:[11,37,39,41],refer:[2,5,7,9,10,11,17,20,32,34,37,43,47,49,52,54,57],referenc:[9,20],reflect:20,regard:55,regardless:57,regex:54,region:[36,55],regist:[34,36],register_gpu_profil:36,register_lay:34,register_timer_info:36,registri:[27,43],regress:51,regular:[7,34,42,49,52,56],rel:[2,10,37],relat:[3,17,27,29,43,54,56],relationship:[13,25,48],releas:[24,26,27,29,42,53,55],relev:[55,57],reli:26,reliabl:17,relu:[9,34],remain:52,rememb:9,remot:[7,33,34,37,39,41,42],remoteparameterupdat:39,remov:[13,37,39,56],renam:57,reorgan:9,replac:[20,27,56],repo:33,report:[20,36,37],reportdataset:20,repositori:33,repres:[3,5,9,13,20,32,34,42,49,52,53],represent:[52,56],reproduc:57,request:[17,24,42,43,47,57],requir:[2,8,9,16,17,34,37,42,43,48,49,52,54],requrest:33,res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[9,13,49,53,56],resembl:56,reserv:3,reserveoutput:34,reset:[9,17],reshap:23,reshape_s:9,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:[9,42,43],rest:[3,9,25],restart:[17,42,43],restartpolici:[42,43],restrict:39,resu:23,result:[5,6,8,9,15,20,32,36,39,42,49,50,52,54,55,56],result_fil:[8,32],ret_val:54,retir:53,retran:42,retriev:[34,43],return_seq:10,reuqest:24,reus:[23,34],reveal:16,revers:[9,10,32,55,56],review:[13,33,43,52,56],reviews_electronics_5:43,revis:52,rewrit:57,rgb:9,rgen:56,rho:11,rich:25,right:[3,9,50],rmsprop:52,rmspropoptim:54,rnn:[9,10,35,38,52,56],rnn_bias_attr:32,rnn_layer_attr:32,rnn_out:32,rnn_step:9,rnn_use_batch:[38,39],rnnlm:13,robot:49,role:[13,16,20,32,42,51,56],roman:56,romanc:53,root:[11,12,37,42,43],root_dir:37,rot:9,roughli:[3,48],routin:54,routledg:56,row:[5,8,9,13,34,50],row_id:9,rpc:20,rpcserver:20,rsize:42,rtype:[9,54],rule:[34,42],run:[16,17,27,33,34,35,36,39,42,44,45,47,49,50,52,54,56,57],runinitfunct:36,runtim:[2,3,26,27,37],s_fusion:54,s_id:54,s_param:48,s_recurrent_group:32,sacrif:2,sai:[25,39,41],sake:34,sale:53,same:[3,5,8,9,10,16,20,32,37,41,42,47,52,54,55,56,57],samping_id:9,sampl:[3,5,8,13,37,39,41,47,48,50,52,54,55,56,57],sample_dim:48,sample_id:8,sample_num:8,santiago:56,satisfi:[37,42,52],save:[3,9,13,17,19,20,25,39,41,42,43,49,50,52,54,55,56,57],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:[3,9],scale:[0,6,50,53,54],scalingproject:9,scan:20,scatter:9,scenario:[25,38],scene:38,schdule:42,schedul:[20,42,48],scheduler_factor:7,schema:47,scheme:[8,55],schmidhub:56,schwenk:57,sci:53,scienc:56,scientist:[0,53],score:[8,9,54,56,57],screen:54,scrip:52,script:[5,13,37,42,49,50,52,55,56,57],seaplane_s_000978:49,search:[9,17,26,32,39,55,57],seat:57,second:[3,9,13,16,23,25,27,33,37,47,50,52,53,54,56],secret:42,section:[3,32,34,37,42,52],sed:56,see:[3,5,9,10,16,17,25,27,33,36,42,47,48,50,52,54,56,57],seed:[36,39],segment:8,segmentor:47,sel_fc:9,select:[9,33,42,53,57],selectiv:9,selector:43,self:[25,34,53,56],selfnorm:9,semant:[13,16,24,32,51,56],semat:16,sen_len:55,send:[17,39,42],sent:[16,43],sent_id:32,sentenc:[3,9,13,32,52,55,56,57],sentiment:[3,25,51,52,55],sentiment_data:56,sentiment_net:56,sentimental_provid:3,separ:[3,8,39,47,52,53,54,55,57],seq:[9,13,54],seq_pool:9,seq_text_print:8,seq_to_seq_data:[47,57],seq_typ:[3,13,54],seqtext_printer_evalu:[8,32],seqtoseq:[9,32,47,57],seqtoseq_net:[9,32,47,57],sequel:3,sequenc:[3,6,8,9,10,12,13,34,47,52,54,55,56,57],sequence_conv_pool:52,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,32,52,55],seri:[10,56],serial:[3,15,20],serv:[27,36,42,48],server:[16,27,34,37,38],serverless:17,servic:[27,53],session:[27,36],set:[2,3,5,7,8,9,10,13,15,16,17,25,26,27,29,32,34,35,36,37,38,39,41,42,43,47,49,50,52,53,54,55,56,57],set_active_typ:34,set_default_parameter_nam:7,set_drop_r:34,set_input:9,set_siz:34,set_typ:34,setp:42,settup:34,setup:[3,27,34,52],sever:[3,9,37,41,42,51,52,54,55,56,57],sgd:[11,15,16,17,37,48,56,57],sgdasync_count:38,shallow:55,shape:[9,15,50],shard:[17,18,19,20,42],share:[9,22,26,27,36,39,43,55],shared_bia:10,shared_bias:9,shared_ptr:[21,22],shell:[42,50],shift:50,ship:49,shold:56,shop:56,shorten:9,shorter:50,should:[3,5,8,9,13,15,16,23,25,29,32,33,37,42,49,52,54,55,56,57],should_be_fals:16,should_be_tru:16,should_shuffl:[3,55],shouldn:33,show:[5,11,13,17,25,33,39,42,43,47,50,52,54,55,56,57],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:[3,8,9,16,32,34,36,42,48,49,50,52,54,56,57],shrink:34,shuf:54,shuffl:[3,13,54,56],sid:42,side:[9,15,50],sig:42,sigint:37,sigmoid:[9,10,34],sign:42,signal:37,signatur:42,signific:36,similar:[9,23,42,52,54],similarli:[9,55],simpl:[2,3,6,8,9,10,13,15,26,27,33,36,39,52,54,55,56],simple_attent:32,simple_gru:52,simple_lstm:[9,52],simple_rnn:[9,32],simplest:42,simpli:[2,9,16,26,27,32,33,36,47,50,54,56,57],simplifi:[16,34,43],simultan:42,sinc:[9,17,20,23,25,27,36,42,48,52,53,57],sincer:[33,56],singl:[3,8,10,13,17,27,34,37,43,50,52,55,57],site:42,six:[47,55,57],size:[3,8,9,10,11,13,17,19,23,25,32,34,37,39,48,49,50,52,53,54,55,56,57],size_a:9,size_b:9,size_t:34,sizeof:47,skill:57,skip:[23,25,37,42,50],slide:[9,11,13,17],slightli:49,slope:9,slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,slow:[3,36],small:[3,13,34,37,39,49,57],small_messag:[38,39],small_vgg:49,smaller:[9,17],smith:56,smooth:9,snap:43,snapshot:[18,42],snippet:[32,34,36,42,52],social:56,sock_recv_buf_s:[38,39],sock_send_buf_s:[38,39],socket:39,softmax:[9,10,16,32,34,47,52,55,56],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[32,52],softwar:[27,36],solv:[16,55],solver:57,some:[3,7,9,13,15,16,20,25,26,33,34,36,38,39,41,42,48,52,53,54,55,56,57],some_c_api_funct:22,some_inst:22,some_python_class:21,somecppclass:21,somedata:15,somegotyp:21,someth:[3,9],sometim:[11,23,36,56],soon:17,sophist:[25,34,37],sort:[9,13,39,42,54,56,57],sourc:[0,9,13,22,23,25,27,32,33,42,43,47,52,54,57],source_dict_dim:32,source_language_word:32,space:[8,27,32,36],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,34,37,39,42,52],sparse_binary_vector:[3,13,52],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:34,sparseprefetchrowcpumatrix:34,spatial:[9,49],speak:[32,57],spec:[42,43],specfii:39,speci:49,special:[9,26,47,52,57],specif:[2,41,49,52,54],specifi:[2,3,8,9,13,16,20,25,26,32,34,39,42,48,49,50,52,53,54,56,57],speech:9,speed:[10,27],spefici:50,sphinx:[21,26,27],sphinx_rtd_them:26,split:[3,9,37,41,42,47,50,52,55],split_count:42,sql:2,squar:[9,11,12,25],squarerootnpool:9,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:[13,55],ssd:9,ssh:[27,37,42,43],sshd:27,ssl:26,sstabl:16,stabl:[24,42],stack:[25,42,52,55],stacked_lstm_net:56,stacked_num:56,stackexchang:9,stage:37,stake:57,stale:[17,33],stamp:36,standard:[7,47,49,55,56,57],stanford:[13,43],star:53,start:[9,15,17,20,25,27,32,33,36,37,39,46,47,51,54,57],start_pass:[38,39],start_pserv:39,startup:[17,42],stat:[26,36,39,55,56,57],state:[9,10,17,25,32,39,43,48,55,57],state_act:[9,10],statement:[34,42],staticinput:[9,32],statist:[9,39,52,55,56,57],statset:36,statu:[33,36,42,43],status:43,std:[21,22,34,39],stderr:37,stdout:37,step:[5,9,10,12,17,27,32,34,36,37,42,43,52,54,55,56,57],still:[20,50],stmt1482205552000:42,stmt1482205746000:42,stochast:[11,17,20],stock:56,stop:[9,27,37,39,43,54],storag:[42,43,49],store:[8,9,13,34,37,39,42,43,47,49,50,52,54,55,56,57],str:[15,41],straight:33,strategi:[3,12,17,39,55],street:[9,55],strength:48,strict:23,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,34,39,42,56],strip:[52,54,55],struct:[20,22],structur:[13,20,37,42,47,49,52,54,55,56,57],sts:42,stub:9,student:53,stuff:33,stun:3,style:[3,9,26,33],sub:[8,9,13,16,32,34,49,52,57],sub_sequ:3,subgradi:11,submit:[33,38,39,42],subnet0:42,subnet:[16,42],subobjectpath:43,subsequenceinput:9,subset:[34,57],substanti:50,substitut:57,succe:56,succeed:[20,43],success:[42,43,50,55],successfulcr:43,successfuli:56,successfulli:[50,54,56],successor:[39,57],sucessfulli:57,sudo:[26,29,42,49],suffic:[23,25],suffici:39,suffix:57,suggest:[9,36],suitabl:[33,39,49],sum:[9,11,18,32,34],sum_:9,sum_evalu:8,summar:[52,56],sumpool:9,support:[7,8,9,12,13,17,23,26,27,29,32,34,36,39,42,55],suppos:[25,34,52],sure:[33,34,42,49,56],survei:56,swap_channel:50,swig:[5,21,22,26],swig_paddl:[5,13,48],symbol:[9,22],sync:[17,33,39,48],syncflag:34,synchron:[11,17,20,37,39,42],syntact:55,syntax:[23,54],synthect:25,synthes:48,synthet:25,sys:50,system:[17,26,27,37,43,52,55,56,57],t2b:47,t_i:9,tab:[27,52],tabl:[3,9,50,52,57],tableproject:9,tag:[8,13,27,32],tagtyp:8,take:[3,5,8,9,10,16,32,34,36,42,43,48,55,57],taken:[3,55],tanh:[9,10,34],tanhactiv:32,taobao:56,tar:[26,42],tarbal:42,target:[9,13,15,32,47,52,57],target_dict_dim:32,target_dictionary_dim:9,target_language_embed:9,target_language_word:32,targetinlink:9,task:[3,8,9,25,32,41,47,50,55,56,57],task_queu:20,taskentri:20,taskqueu:20,tconf:56,tcp:[39,42],teach:52,tear:36,technic:17,technician:53,techniqu:[32,34],tee:[43,49,54,55,56,57],tell:[17,20,27,36,54],tellig:56,templat:[43,55],tempor:[9,52,55],term:[9,10,17,55,56],termin:43,terminolog:25,tese:2,tesh:55,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,22,23,24,26,27,29,33,36,37,38,47,49,50,52,53,57],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:[3,25,49,52],test_part_000:56,test_pass:[38,39,41,57],test_period:[38,39,41],test_ratio:54,test_wait:[38,39],testa:16,testb:16,testbilinearfwdbwd:36,testconfig:34,tester:[54,57],testfcgrad:34,testfclay:34,testlayergrad:34,testmodel_list:38,testq:16,testresult:15,testsave_dir:38,testutil:34,text:[2,3,8,10,13,16,27,32,42,47,51,52,54,56],text_conv:52,text_conv_pool:54,text_fil:[13,56],tflop:36,tgz:[13,26],than:[3,5,7,8,9,10,17,26,27,32,34,37,42,50,55,56,57],thank:[0,47,57],thei:[3,16,17,25,27,32,34,36,37,38,42,50,56],them:[2,3,10,16,17,23,25,27,32,36,38,39,42,49,50,52,54,56,57],theori:36,therefor:26,therein:9,therun:50,thi:[2,3,7,8,9,10,11,13,15,16,17,20,23,25,26,27,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],thing:[3,25,32,33,36,54,55],think:16,third:[9,17,36,50,56],those:[17,50,55],thought:36,thread:[34,36,39,41,54,55,56,57],thread_local_rand_use_global_se:[38,39],threadid:41,threadloc:36,three:[3,8,9,17,23,25,32,39,48,50,56,57],threshold:[7,8,17,20,39,56],thriller:53,through:[5,9,17,20,32,34,36,37,47,48,49,56,57],throughout:52,throughput:36,thu:[3,9,25,34,42,57],tier:43,tight:26,time:[3,9,10,12,13,16,17,20,23,25,32,36,39,41,43,52,53,55,56,57],timelin:[9,36],timeo:42,timeout:[17,20],timer:26,timestamp:[9,18,53],timestep:[3,9],titil:54,titl:[13,33,53,54],tmall:56,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,32],token:[8,9,16,32,47,56,57],too:[13,27,29],tool:[27,32,33,42,56],toolchain:26,toolkit:[26,29],top:[8,50,55],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,49],total:[8,15,17,23,36,37,43,47,57],total_pass:23,touch:56,tourism:56,tourist:57,toward:25,tra:57,track:[17,20],tractabl:9,tradesman:53,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,32,34,35,36,38,44,45,50],train_conf:[47,57],train_config_dir:42,train_data:57,train_id:42,train_list:[3,25,49,50,52],train_part_000:56,trainabl:9,traindot_period:38,trainer:[3,5,16,18,19,20,25,34,37,39,41,48,52,55,56,57],trainer_config:[2,3,25,37,42,43,52,54,56],trainer_config_help:[3,25,34,49,52,54],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:[34,39],trane:3,transact:[17,20,56],transfer:[2,3],transform:[9,32,34,48,49,52,55],transform_param_attr:10,translat:[9,10,25,47,54,56,57],transpar:37,transport:39,transpos:[9,34,48],transposedfullmatrixproject:9,travel:3,travi:[26,33],treat:[9,32],tree:[9,33,39,57],trg:57,trg_dict:32,trg_dict_path:32,trg_embed:32,trg_id:32,trg_ids_next:32,triain:2,tricki:21,trivial:3,trn:52,truck:49,true_imag:23,true_label:23,true_read:23,truth:[8,9,52,57],tst:52,tune:[7,35,52,54,57],tuninglog_barrier_abstract:38,tupl:[3,9,13,15,23],ture:9,turn:[9,23,48],tutori:[27,32,33,34,36,37,42,43,44,45,50,52],tweet:56,twelv:57,twitter:56,two:[2,3,9,10,16,23,25,27,32,36,37,41,42,47,48,49,50,52,54,55,56,57],txt:[3,34,37,42,52,54,56],type:[3,8,9,10,12,13,15,16,17,20,21,22,23,25,27,32,34,39,41,42,43,49,50,52,54,55],type_nam:54,typedef:[21,22],typic:[5,8,27,36,56],ubuntu:[24,29],ubyt:23,uci:13,ufldl:9,uid:43,uint64:21,uint64_t:21,unbalanc:39,unbound:32,unconstrain:56,under:[20,25,26,27,42,53,56],underli:25,understand:[27,36,47,49,56],understudi:57,undeterminist:36,unemploi:53,unexist:55,uniform:[7,9,13,19,23,39,48],uniqu:[16,17,33,39,42],unique_ptr:34,unit:[9,10,25,26,27,32,33,55],unittest:22,unittestcheckgrad_ep:38,univ:57,unix:37,unk:[47,57],unk_idx:[52,55],unknown:9,unlabel:56,unlik:[55,56,57],unseg:9,unsup:56,unsupbow:56,until:[17,37,42,55],unus:54,unzip:54,updat:[7,9,17,20,26,34,37,39,41,56],update_equ:15,updatecallback:34,updatestack:42,upload:17,upon:[0,55],upstream:33,uri:42,url:[13,29,56],urls_neg:56,urls_po:56,urls_unsup:56,usag:[2,3,8,9,10,13,15,25,36,47,48,54],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],use_global_stat:9,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:[2,3,5,8,9,10,11,12,13,15,16,17,23,25,28,29,32,34,36,37,38,39,41,42,47,49,50,52,54,55,56,57],useful:[2,3,9,10,32,34,41,52,55,56],usegpu:[34,48],useless:37,user:[2,3,7,9,10,13,15,16,19,20,23,25,27,33,37,38,39,42,50,52,55],user_featur:54,user_head:54,user_id:54,user_info:13,user_meta:54,user_nam:[19,54],usercert:19,userid:53,userinfo:13,userkei:19,usernam:[19,33],uses:[3,17,32,33,34,39,42,49,50,52,54,57],using:[2,3,5,7,9,10,13,16,17,20,23,25,27,32,33,34,36,39,41,42,43,47,48,49,50,52,55,56],usr:[26,37,39,42],usrdict:47,usrmodel:47,usual:[9,13,15,25,26,36,39,41,42,56],utf:47,util:[5,26,32,34,36,49,54,56],uuid:18,v28:9,valid:[23,42,50,56],valu:[3,5,7,8,9,11,12,13,15,17,25,32,34,39,41,42,48,49,50,55,56],value1:39,value2:39,value_printer_evalu:8,value_rang:13,vanilla:32,vanish:56,vari:[36,42],variabl:[3,9,13,16,25,26,29,34,37,42,43,56],varianc:[9,50],variant:27,vast:33,vector:[3,9,10,13,16,32,34,47,52,54,56,57],vectorenable_parallel_vector:38,verb:[13,55],veri:[3,9,12,20,32,36,49,52,56],verifi:[33,34],versa:26,version:[9,10,24,26,27,29,34,36,37,38,39,42,43,47,49,53,55,56,57],versu:16,vertic:[9,50],vgg:[10,49],vgg_16_cifar:49,via:[17,23,26,36,37,42,52],vice:26,view:9,vim:33,virtual:27,virtualenv:54,visibl:27,vision:49,visipedia:49,visual:[9,27,36],viterbi:55,voc_dim:52,vocab:56,volum:[27,43],volumemount:[42,43],volumn:42,voluntarili:53,vutbr:13,wai:[3,9,10,16,25,27,32,34,37,41,54,55,57],wait:[11,17,39],walk:[5,48],wall:55,want:[3,9,10,16,23,25,26,27,34,39,41,47,50,52,54,55,56],war:53,warn:9,warp:[9,36],watch:17,wbia:[42,50],web:27,websit:[49,52,55,56],wei:[55,56],weight:[8,9,10,11,32,34,39,41,49,50],weight_act:10,weightlist:34,weights_:34,weights_t:34,welcom:[54,56],well:[27,34,39,42,49,52],west:42,western:53,wether:9,what:[7,9,10,11,25,37,52,54],wheel:26,when:[2,3,7,8,9,13,15,17,20,29,32,33,34,36,39,41,42,43,47,48,49,55,56,57],whenev:54,where:[3,9,10,11,16,17,25,32,34,36,37,39,41,47,50,55,57],wherea:20,whether:[8,9,10,23,34,39,48,49,54,56,57],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,23,25,29,32,34,36,37,39,41,42,48,49,50,52,53,54,55,56,57],whichev:48,whl:26,who:[47,50,53],whole:[3,8,13,21,22,42,43,52,53,54,57],whole_cont:54,whose:[3,9,13,17,32,54,55],why:[10,22],wide:55,width:[8,9,13,21,23,34,49,57],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,27,56],wise:9,with_avx:27,with_avxcompil:26,with_coveragecompil:26,with_doccompil:26,with_doubl:34,with_doublecompil:26,with_dsocompil:26,with_gpu:27,with_gpucompil:26,with_profil:36,with_profilercompil:26,with_pythoncompil:26,with_rdmacompil:26,with_style_checkcompil:26,with_swig_pycompil:26,with_test:27,with_testingcompil:26,with_tim:36,with_timercompil:26,within:[9,20,25],without:[8,9,17,23,37,56],wmt14:57,wmt14_data:57,wmt14_model:57,wmt:57,wmt_shrinked_data:13,woboq:27,won:[36,50],wonder:3,word:[3,8,9,13,32,41,51,54,55,56,57],word_dict:[52,55],word_dim:52,word_id:3,word_idx:13,word_slot:55,word_vector:52,word_vector_dim:[9,32,47],words_freq_sort:13,work:[3,5,13,16,17,23,26,32,33,34,36,37,39,42,43,52,54],worker:42,workercount:42,workflow:[27,33,42],workspac:[27,39,54],worri:25,wors:48,would:[15,17,23,27,37,42,48,52,55],wrap:55,wrapper:[10,36],writ:54,write:[3,13,16,17,23,27,32,33,35,37,42,49,54,55,57],write_lock:18,writelin:25,writer:[16,53],written:[54,56],wrong:[3,23],wsize:42,wsj:55,www:[9,13,49,57],x64:26,xarg:34,xgbe0:39,xgbe1:39,xiaojun:56,xrang:[23,25,34],xxbow:56,xxx:[16,50,57],xxxx:18,xxxxxxxxx:42,xxxxxxxxxx:42,xxxxxxxxxxxxx:42,xxxxxxxxxxxxxxxxxxx:42,xzf:26,y_i:9,y_predict:25,yaml:[42,54],yann:13,year:53,yeild:[15,49],yield:[3,13,16,19,23,25,32,52,54,55,56],you:[2,3,5,7,9,10,25,26,27,29,32,33,34,36,37,39,41,42,47,48,49,50,52,54,55,56,57],your:[3,9,16,26,27,34,36,37,41,42,52,56],your_access_key_id:42,your_secrete_access_kei:42,your_source_root:22,yum:26,yuyang18:[10,13],zachari:56,zeng:56,zero:[3,7,9,11,13,17,34,39,42,52],zhidao:47,zhou:[55,56],zip:[13,53],zone:42,zxvf:42},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0d\u4f7f\u7528":21,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":21,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":21,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4ec5\u4ec5\u4f7f\u7528void":21,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":22,"\u5206\u652f\u89c4\u8303":24,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":21,"\u539f\u56e0\u5217\u8868":21,"\u57fa\u672c\u8981\u6c42":21,"\u5b9e\u73b0":21,"\u5b9e\u73b0\u65b9\u5f0f":22,"\u5bfc\u51fac":21,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":21,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":19,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":22,"\u672f\u8bed":18,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":22,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":22,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":21,"\u7c7b":21,"\u7f16\u8bd1\u9009\u9879":22,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u80cc\u666f":21,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8f6c\u6362\u5e93":19,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":21,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":24,"case":41,"class":34,"function":47,"new":34,"paddle\u52a8\u6001\u5e93\u4e2d":21,"paddle\u53d1\u884c\u89c4\u8303":24,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":24,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":21,"return":23,AWS:42,Abs:6,DNS:42,EFS:42,For:43,KMS:42,Use:[41,43],Using:[27,33],With:27,about:0,access:42,account:42,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:42,address:42,addto:9,adversari:48,aggreg:9,algorithm:[17,52],analysi:56,api:[1,4,22,27],appendix:52,applic:4,approach:36,architectur:[32,52],argument:[23,38,41,52],asset:42,associ:42,async:39,attent:32,attribut:7,auc:8,avg:12,aws:42,background:25,basepool:12,batch:23,batch_norm:9,batch_siz:23,beam_search:9,between:16,bidirect:56,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:57,block_expand:9,book:27,brelu:6,bucket:42,build:[26,28,43],built:36,cach:3,capi:22,capi_priv:22,cento:26,check:[9,34,37],checkpoint:[17,18],chines:47,choos:42,chunk:8,cifar:13,classif:[8,49],classification_error:8,classification_error_print:8,clone:33,cloudform:42,cluster:[37,41,42],code:33,column_sum:8,command:[40,41,52,57],commit:[33,43],common:39,commun:39,compos:23,concat:9,concept:42,config:[4,41,54,55],configur:[14,32,35,37,42,52,54],conll05:13,connect:9,contain:[27,43],content:[22,36,42],context_project:9,contribut:33,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[49,52],core:42,cos_sim:9,cost:9,cpu:[27,41],creat:[23,33,42,43],creation:20,creator:23,credenti:42,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:23,dat:53,data:[9,13,17,23,25,32,42,43,47,48,49,52,54,55,56,57],datafeed:13,dataprovid:[3,4,39],dataset:[13,17,20,53,54,57],datatyp:13,date:33,debian:29,decayedadagrad:11,decor:23,defin:[42,52,56,57],delet:42,delv:49,demo:42,depend:26,deriv:34,descript:[39,48,53,55],design:[16,17,20,23],destroi:42,detail:[39,49],develop:[27,35],devic:41,dictionari:[23,47],differ:41,directori:42,dispatch:[17,20],distribut:[16,17,37,39,42],doc:[16,17,20,23],docker:[27,43],document:[27,46],dotmul_oper:9,dotmul_project:9,down:42,download:[26,42,43,47,50,54,57],dropout_lay:10,dylib:22,dynam:17,ec2:42,elast:42,embed:[9,47,52],entri:23,eos:9,equat:34,evalu:[8,25,54],evalutaion:57,event:[15,16],exampl:[16,22,47,48],exercis:49,exp:6,expand:9,extern:42,extract:[47,50,54,57],fault:17,featur:[50,53,54,55],field:54,file:[42,43,52,53,54],find:42,first_seq:9,fork:33,format:[17,52],from:[16,26,28],full_matrix_project:9,fulli:9,gan:48,gate:32,gener:[32,48,57],get:[30,43],get_output:9,github:33,gpu:[27,36,39,41],gradient:34,gradient_print:8,group:[9,42],gru:[10,39],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:29,hand:36,handler:[16,21],hook:33,how:[23,35,36],hsigmoid:9,huber_cost:9,iam:42,ident:6,identity_project:9,imag:[9,10,27,43,49],imagenet:50,imdb:[13,56],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[23,34,48],infer:[15,52],info:50,ingredi:16,init_hook:3,initi:[41,42],input_typ:3,inspect:42,instal:[26,28,29,42,52],instanc:42,integr:42,interfac:[13,17,23,50],interpol:9,introduct:[2,47,50,56,57],isn:23,job:[17,37,42,43],join:9,keep:33,kei:42,kill:37,kube:42,kubectl:42,kubernet:[42,43],label:55,lambda_cost:9,last_seq:9,lastest:33,launch:37,layer:[9,16,34,41],libpaddle_capi_shar:22,libpaddle_capi_whol:22,line:[40,52],linear:[6,25],linear_comb:9,list:[18,23],local:[41,42],log:[6,52],logic:20,logist:52,lstm:[10,39,55,56],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:23,master:[17,20],math:9,matrix:39,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:54,mini:23,minibatch:13,misc:10,mix:[9,41],mnist:[13,48],model:[3,4,14,16,25,27,31,32,37,41,47,48,49,50,51,52,57],modifi:43,momentum:11,movi:[53,54],movielen:[13,53,54],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:23,name:42,nce:9,need:[23,36],network:[10,32,41,48,49,50,52,54,55],neural:[32,49,52,54,55],neuralnetwork:25,nlp:[10,39],non:3,norm:9,nvprof:36,nvvp:36,object:[17,54],observ:[47,50],onli:[23,27],optim:[11,17,35,52],option:[26,47],outlin:38,output:[37,42],overview:52,packag:29,pad:9,paddl:[23,24,43],paddlepaddl:[16,27,28,42,46,47,57],pair:42,parallel_nn:41,paramet:[7,15,16,17,39,40,42,47,50],paraphras:47,pass:41,perform:[36,39],persist:20,pnpair:8,point:42,pool:[9,12],power:9,pre:33,precision_recal:8,predict:[5,49,50,54,55,56],prefetch:23,prepar:[25,32,37,42,47,48,49,54,56,57],preprocess:[47,49,52,54,57],prerequisit:37,pretrain:[47,57],print:8,privat:42,problem:25,process:17,profil:36,provid:[3,23,52,54,55],pull:33,push:33,pydataprovider2:3,python:[5,23,27,34,50,52,54],queue:[17,20],quick:52,randomnumb:39,rank:8,rank_cost:9,rat:54,rate:53,reader:[13,16,23],recoveri:17,recurr:[9,10,32,52],recurrent_group:9,refer:[3,36,55,56],region:42,regress:[25,52,54],relu:6,render:42,repeat:9,request:33,requir:[26,33],reshap:9,resnet:50,result:[37,43,57],retri:20,revis:[33,47],rmsprop:11,rnn:[31,32,39],role:55,rotat:9,route53:42,run:[37,43,55],sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:43,secur:42,selective_fc:9,semant:55,sentiment:[13,56],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:32,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,39,42],servic:42,set:40,setup:[26,42],sgd:39,share:16,shuffl:23,sigmoid:6,simpl:[25,32],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:23,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[26,28],span:26,spars:41,specifi:[41,47],split:54,spp:9,squar:6,squarerootn:12,stack:56,standard:52,stanh:6,start:[16,30,42,43,52],startup:43,store:17,structur:48,suffici:23,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:52,system:42,tabl:22,table_project:9,take:23,tanh:6,task:[17,20],tear:42,templat:42,tensor:9,test:[34,39,41,54,55,56],text:57,text_conv_pool:10,timer:36,tip:36,todo:[18,19],toi:48,toler:17,tool:36,train:[15,16,17,23,25,27,37,39,41,42,43,47,48,49,52,54,55,56,57],trainer:[15,17,42,54],tran:9,trans_full_matrix_project:9,transfer:52,tune:[36,39],tutori:[47,49,51,55,56,57],ubuntu:26,uci_h:13,unit:[34,39],updat:[16,33,42],usag:[23,27,35],use:23,user:[17,47,53,54,56,57],util:8,value_print:8,vector:39,verifi:42,version:33,vgg_16_network:10,visual:50,volum:42,vpc:42,warp_ctc:9,what:36,why:[23,36],wmt14:13,word:[47,52],work:27,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/design/cluster_train/data_dispatch.md.txt b/develop/doc_cn/_sources/design/cluster_train/data_dispatch.md.txt
index 241902cca405c2b6df102257ea8ac8c5c292d4c8..1f5d22ff5e6abcb576d16cbe7391da1967a1ab8e 100644
--- a/develop/doc_cn/_sources/design/cluster_train/data_dispatch.md.txt
+++ b/develop/doc_cn/_sources/design/cluster_train/data_dispatch.md.txt
@@ -1,27 +1,34 @@
## 训练数据的存储和分发
+### 概念解释
+
### 流程介绍
生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS,Ceph,AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括:
* 数据预处理任务
* Paddle训练任务
* 在线模型预测服务
+
+
+
-
-
-在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
-
-### 训练数据的存储
+在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用户也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
-选择CephFS作为训练数据的存储服务。
+### 训练数据存储
+我们选择[CephFS](http://docs.ceph.com/docs/master/cephfs/)作为存储系统。
-在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。
+- 无论是从[PFSClient](../file_manager/README.md)的角度,还是从[Pod](https://kubernetes.io/docs/concepts/workloads/pods/pod/)中运行任务的角度,统一用`/pfs/$DATACENTER/home/$USER`来访问用户自己的数据。
+- `/pfs/$DATACENTER/common`下存放公共数据集合
+ - 做只读挂载
-在CephFS存储系统中的公开目录,需要保存一些预置的公开数据集(比如MNIST, BOW, ImageNet数据集等),并且可以被提交的job直接使用。
+
+
+
### 文件预处理
-在数据集可以被训练之前,文件需要预先被转换成PaddlePaddle集群内部的存储格式(RecordIO)。我们提供两个转换方式:
+
+在开始训练之前, 数据集需要预先被转换成PaddlePaddle分布式训练使用的存储格[RecordIO](https://github.com/PaddlePaddle/Paddle/issues/1947)。我们提供两个转换方式:
1. 用户在本地转换好再上传
1. 用户上传数据后,在机群上运行转换程序
@@ -92,11 +99,12 @@ random_images-00099-of-00099
#### 进行训练
-PaddlePaddle提供专用的[data reader creator](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/reader/README.md#python-data-reader-design-doc),生成给定RecordIO文件对应的data reader。**无论在本地还是在云端,reader的使用方式都是一致的**:
+
+PaddlePaddle提供专用的[data reader creator](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/reader/README.md#python-data-reader-design-doc),生成给定`RecordIO`文件对应的data reader。**无论在本地还是在云端,reader的使用方式都是一致的**:
```python
# ...
-reader = paddle.reader.creator.RecordIO("/home/random_images-*-of-*")
+reader = paddle.reader.creator.RecordIO("/pfs/datacenter_name/home/user_name/random_images-*-of-*")
batch_reader = paddle.batch(paddle.dataset.mnist.train(), 128)
trainer.train(batch_reader, ...)
```
@@ -107,14 +115,46 @@ trainer.train(batch_reader, ...)
使用下面命令,可以把本地的数据上传到存储集群中。
-```bash
-paddle cp filenames pfs://home/folder/
+```bash
+paddle pfs cp filename /pfs/$DATACENTER/home/$USER/folder/
```
比如,把之前示例中转换完毕的random_images数据集上传到云端的`/home/`可以用以下指令:
-```bash
-paddle cp random_images-*-of-* pfs://home/
+
+```bash
+paddle pfs cp random_images-*-of-* /pfs/$DATACENTER/home/$USER/folder/
+```
+
+需要`$DATACENTER`的配置写到配置文件中,例如
+
+```
+# config file
+[datacenter_1]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter1.paddlepaddle.org
+
+[datacenter_2]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter2.paddlepaddle.org
```
## TODO
+### 文件访问的权限
+控制用户权限
+
+- 用户可以把自己的数据分享给别人
+
+### 文件访问方式
+不用mount的方式来访问数据,而是直接用API的接口远程访问
+
+例如:
+
+```
+f = open('/pfs/datacenter_name/home/user_name/test1.dat')
+```
+
### 支持用户自定义的数据预处理job
diff --git a/develop/doc_cn/design/cluster_train/data_dispatch.html b/develop/doc_cn/design/cluster_train/data_dispatch.html
index e225b23aa94cdf979431b8bd988e6258cc835a8b..3466748396ccf9bd2238922cb30ec58657deb469 100644
--- a/develop/doc_cn/design/cluster_train/data_dispatch.html
+++ b/develop/doc_cn/design/cluster_train/data_dispatch.html
@@ -186,25 +186,36 @@
训练数据的存储和分发¶
+
+流程介绍¶
生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS,Ceph,AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括:
- 数据预处理任务
- Paddle训练任务
- 在线模型预测服务
-
-在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
+
+
+在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用户也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。
-训练数据的存储¶
-选择CephFS作为训练数据的存储服务。
-在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。
-在CephFS存储系统中的公开目录,需要保存一些预置的公开数据集(比如MNIST, BOW, ImageNet数据集等),并且可以被提交的job直接使用。
-
+训练数据存储¶
+我们选择CephFS作为存储系统。
+
+- 无论是从PFSClient的角度,还是从Pod中运行任务的角度,统一用
/pfs/$DATACENTER/home/$USER
来访问用户自己的数据。
+/pfs/$DATACENTER/common
下存放公共数据集合
+- 做只读挂载
+
+
+
+
+
+
-转换库¶
+转换库¶
无论是在本地或是云端转换,我们都提供Python的转换库,接口是:
def convert(output_path, reader, num_shards, name_prefix)
@@ -243,9 +254,9 @@ imagenet-00999-of-00999
-示例程序¶
+示例程序¶
-使用转换库¶
+使用转换库¶
以下reader_creator
生成的reader
每次输出一个data instance,每个data instance包涵两个值:numpy.ndarray类型的值和整型的值:
def reader_creator():
def reader():
@@ -267,10 +278,10 @@ random_images-00099-of-00099
-进行训练¶
-PaddlePaddle提供专用的data reader creator,生成给定RecordIO文件对应的data reader。无论在本地还是在云端,reader的使用方式都是一致的:
+进行训练¶
+PaddlePaddle提供专用的data reader creator,生成给定RecordIO
文件对应的data reader。无论在本地还是在云端,reader的使用方式都是一致的:
# ...
-reader = paddle.reader.creator.RecordIO("/home/random_images-*-of-*")
+reader = paddle.reader.creator.RecordIO("/pfs/datacenter_name/home/user_name/random_images-*-of-*")
batch_reader = paddle.batch(paddle.dataset.mnist.train(), 128)
trainer.train(batch_reader, ...)
@@ -279,19 +290,49 @@ random_images-00099-of-00099
-上传训练文件¶
+上传训练文件¶
使用下面命令,可以把本地的数据上传到存储集群中。
-paddle cp filenames pfs://home/folder/
+paddle pfs cp filename /pfs/$DATACENTER/home/$USER/folder/
比如,把之前示例中转换完毕的random_images数据集上传到云端的/home/
可以用以下指令:
-paddle cp random_images-*-of-* pfs://home/
+paddle pfs cp random_images-*-of-* /pfs/$DATACENTER/home/$USER/folder/
+
+
+需要$DATACENTER
的配置写到配置文件中,例如
+# config file
+[datacenter_1]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter1.paddlepaddle.org
+
+[datacenter_2]
+username=user
+usercert=user.pem
+userkey=user-key.pem
+endpoint=datacenter2.paddlepaddle.org
TODO¶
+
+
+文件访问方式¶
+不用mount的方式来访问数据,而是直接用API的接口远程访问
+例如:
+f = open('/pfs/datacenter_name/home/user_name/test1.dat')
+
+
+
支持用户自定义的数据预处理job¶
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index f3c11f79887c52ff6d085dad12a0ba10b7bf970d..23780f922e7f6dc9082e608c032c00b206d756c0 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/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":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":42,"02595v1":9,"03m":42,"0424m":42,"0473v3":10,"05d":55,"0630u":42,"06u":42,"0810u":42,"08823112e":5,"0957m":42,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":45,"0\u5c42\u5e8f\u5217":33,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":62,"0ab":9,"0b1":30,"0rc1":[24,28],"0rc2":24,"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":42,"11\u5b9e\u73b0\u4e86c":22,"11e6":49,"12194102e":5,"124n":42,"128\u7ef4\u548c256\u7ef4":54,"13m":49,"1490u":42,"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":47,"152\u5c42\u7f51\u7edc\u6a21\u578b":56,"15501715e":5,"1550u":42,"15\u884c":34,"1636k":63,"16u":42,"173m":56,"173n":42,"1770u":42,"18\u5c81\u4ee5\u4e0b":59,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":49,"197u":42,"1\u7684\u5c42\u4e4b\u5916":47,"1\u7a00\u758f\u6570\u636e":39,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":47,"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":42,"211839e770f7b538e2d8":10,"215n":42,"228u":42,"234m":56,"24\u5c81":59,"2520u":42,"25639710e":5,"25k":58,"2680u":42,"26\u884c":34,"27787406e":5,"279n":42,"27m":42,"285m":42,"2863m":42,"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":42,"2977m":42,"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":47,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":50,"2nd":9,"302n":42,"30u":42,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":54,"32777140e":5,"328n":42,"32\u7ef4":54,"32u":42,"32x32":13,"331n":42,"3320u":42,"34\u5c81":59,"35\u65f6":63,"36540484e":5,"36u":42,"3710m":42,"3768m":42,"387u":42,"38u":42,"3920u":42,"39u":42,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"3\u53f7gpu":25,"4035m":42,"4090u":42,"4096mb":45,"4279m":42,"43630644e":5,"43u":42,"448a5b355b84":49,"44\u5c81":59,"4560u":42,"4563m":42,"45u":42,"4650u":42,"4726m":42,"473m":49,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":59,"4gb":45,"500\u4e2atxt\u6587\u4ef6":62,"500m":25,"50\u5c42":56,"50\u5c42\u7f51\u7edc\u6a21\u578b":56,"51111044e":5,"514u":42,"525n":42,"526u":42,"53018653e":5,"536u":42,"5460u":42,"5470u":42,"54u":42,"55\u5c81":59,"55g":63,"5690m":42,"573u":42,"578n":42,"5798m":42,"586u":42,"58s":49,"5969m":42,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":54,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":30,"6080u":42,"6082v4":9,"6140u":42,"6305m":42,"639u":42,"64\u7ef4":54,"655u":42,"6780u":42,"6810u":42,"682u":42,"6970u":42,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":42,"6\u4e2a\u8282\u70b9":43,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":54,"704u":42,"70634608e":5,"7090u":42,"72296313e":5,"72u":42,"73u":42,"75u":42,"760u":42,"767u":42,"783n":42,"784u":42,"78m":42,"7eamaa":13,"7kb":49,"8250u":42,"8300u":42,"830n":42,"849m":42,"85625684e":5,"861u":42,"864k":63,"8661m":42,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":54,"877\u884c":54,"892m":42,"901n":42,"90u":42,"918u":42,"9247m":42,"924n":42,"9261m":42,"93137714e":5,"9330m":42,"94u":42,"9530m":42,"96644767e":5,"983m":42,"988u":42,"997u":42,"99982715e":5,"99m":56,"99u":42,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":49,"\u0233":26,"\u03b5":26,"\u4e00":34,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\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\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":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":36,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":55,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":36,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":36,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":36,"\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":42,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":28,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":33,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":33,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":62,"\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":39,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":39,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":39,"\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":45,"\u4e00\u4e2alabel":34,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":37,"\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\u4eba":34,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":36,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":60,"\u4e00\u65e9":34,"\u4e00\u662fbatch":25,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":43,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":48,"\u4e00\u6b21\u6027\u676f\u5b50":34,"\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":[33,34],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":24,"\u4e00\u822c\u4ece":38,"\u4e00\u822c\u5728paddlepaddle\u4e2d":34,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,26],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":25,"\u4e00\u822c\u6765\u8bf4":37,"\u4e00\u822c\u800c\u8a00":63,"\u4e00\u822c\u8868\u793a":34,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":58,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,31],"\u4e09\u7ea7\u76ee\u5f55":[62,63],"\u4e0a":38,"\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":34,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":50,"\u4e0a\u7f51":34,"\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":42,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":43,"\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":42,"\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\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":39,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":36,"\u4e0b\u6587\u4f7f\u7528":50,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":49,"\u4e0b\u6b21":34,"\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":42,"\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\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":22,"\u4e0b\u9762\u5217\u51fa\u4e86":37,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":39,"\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":39,"\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":39,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":31,"\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":33,"\u4e0d":34,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":21,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":39,"\u4e0d\u4f7f\u7528c":21,"\u4e0d\u4f7f\u7528swig":21,"\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":45,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":56,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":37,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":21,"\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":[3,31],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":48,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":21,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":36,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":36,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":34,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":48,"\u4e0d\u5728":22,"\u4e0d\u5c11":34,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":21,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":36,"\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":36,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":48,"\u4e0d\u652f\u6301":61,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,31],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":21,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":38,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":38,"\u4e0d\u8fc7":34,"\u4e0d\u8fdc":34,"\u4e0d\u9519":34,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":37,"\u4e0e":[50,54,63],"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":24,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":34,"\u4e0e\u53ef\u80fd\u6709\u7684":24,"\u4e0e\u5728":61,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":43,"\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":34,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,31],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":48,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":34,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":22,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":62,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":21,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":21,"\u4e24":34,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":43,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":40,"\u4e24\u4e2a\u5d4c\u5957\u7684":36,"\u4e24\u4e2a\u64cd\u4f5c":42,"\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":34,"\u4e24\u4e2a\u90e8\u5206":40,"\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":[24,57],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":60,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":45,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":45,"\u4e2d":[21,22,25,39,50,55,58,60,61,62],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":38,"\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":34,"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\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":38,"\u4e2d\u5b89\u88c5":43,"\u4e2d\u5b8c\u5168\u4e00\u81f4":21,"\u4e2d\u5b8c\u6210":62,"\u4e2d\u5b9a\u4e49":37,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":36,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":22,"\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":45,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":47,"\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":40,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":40,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":34,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":59,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":50,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":45,"\u4e2d\u7684":56,"\u4e2d\u7684\u4e00\u884c":[3,38],"\u4e2d\u7684\u5185\u5bb9":61,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":38,"\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\u83b7\u53d6":50,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":43,"\u4e2d\u8bbe\u7f6e":43,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":43,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":39,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":25,"\u4e3a":[3,37],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":62,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":39,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":28,"\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":39,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":36,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":28,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":38,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":43,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":22,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":43,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":42,"\u4e3a\u4e86\u8fd8\u539f":26,"\u4e3a\u4f8b":58,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":43,"\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":42,"\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":43,"\u4e3a\u6b64":49,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":39,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":43,"\u4e3ajson\u6216yaml\u683c\u5f0f":60,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":39,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":45,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":31,"\u4e3b\u8981\u539f\u56e0":34,"\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\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":34,"\u4e4b\u524d":38,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":58,"\u4e4b\u540e":[26,31,39],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":43,"\u4e4b\u540e\u4f7f\u7528":39,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":39,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":39,"\u4e4b\u540e\u5b9a\u4e49\u7684":55,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":22,"\u4e4b\u95f4\u7684\u8ddd\u79bb":26,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":36,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u4e58\u9664\u7b49\u65f6\u5019":25,"\u4e5d\u4e2a":61,"\u4e5f":34,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":36,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":22,"\u4e5f\u4e0d\u751f\u6210":22,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":38,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":48,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":28,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":36,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":42,"\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":38,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":58,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":38,"\u4e5f\u5c31\u662f\u8bf4":[45,47,54],"\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":42,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":48,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":36,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":25,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":58,"\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,"\u4e66\u5199":21,"\u4e7e":34,"\u4e86":34,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":42,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":37,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":37,"\u4e8c\u7ea7\u76ee\u5f55":[62,63],"\u4e8c\u7ef4\u77e9\u9635":56,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":34,"\u4e8c\u8fdb\u5236":54,"\u4e92\u76f8\u901a\u4fe1":48,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":62,"\u4e94\u661f\u7ea7":34,"\u4e9a\u9a6c\u900a":62,"\u4ea4\u901a":34,"\u4ea4\u901a\u4fbf\u5229":34,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":28,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec0\u4e48":60,"\u4ec5\u4ec5\u4f7f\u7528":21,"\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":39,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":39,"\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":[24,42,61],"\u4ece0\u5230num":45,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":36,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":42,"\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":34,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":58,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\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":39,"\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":36,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":34,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":54,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ecestart":45,"\u4ecetest":63,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":38,"\u4ed4\u7ec6\u89c2\u5bdf":56,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":22,"\u4ed6\u4eec\u5206\u522b\u662f":34,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":34,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":56,"\u4ed6\u662f\u5c06":22,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":21,"\u4ee3\u66ff":50,"\u4ee3\u7801":60,"\u4ee3\u7801\u4e2d9":34,"\u4ee3\u7801\u5982\u4e0b":37,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":38,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":21,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":50,"\u4ee3\u8868\u7f16\u53f7":60,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a":38,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":28,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":28,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":28,"\u4ee5\u4e0b":[19,60],"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":37,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":37,"\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":38,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":58,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":43,"\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":43,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":28,"\u4ee5\u4fbf\u7528\u6237":43,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":39,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":39,"\u4ee5\u5206\u7c7b\u6765\u81ea":62,"\u4ee5\u53ca":39,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":37,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":33,"\u4ee5\u53ca\u5728wmt":63,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":55,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":28,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":36,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":39,"\u4ee5\u53canumpi":19,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":60,"\u4ee5\u53carelu":39,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":43,"\u4ee5\u9017\u53f7":54,"\u4ee5\u9017\u53f7\u95f4\u9694":45,"\u4ef7\u683c":34,"\u4efb\u52a1":60,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":43,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\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":39,"\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":45,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":34,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":50,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":40,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":25,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":36,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":21,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":36,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":25,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":36,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":36,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":21,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":39,"\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":36,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":36,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":[3,19],"\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":45,"\u4f46":22,"\u4f46\u4e0d\u66b4\u9732":22,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":39,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":45,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":34,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":34,"\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":36,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":27,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":24,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":34,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":24,"\u4f46\u662f":[25,34],"\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":43,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":22,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":44,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":34,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":28,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":38,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":27,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":47,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":25,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":21,"\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":[3,31],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,31],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":34,"\u4f4f":34,"\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":34,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":37,"\u4f5c\u4e3a\u53c2\u6570\u7684id":25,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":36,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":59,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":21,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":26,"\u4f5c\u4e3a\u8f93\u51fa":37,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":43,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":34,"\u4f5c\u5bb6":59,"\u4f5c\u7528":33,"\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\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":28,"\u4f60\u53ea\u9700\u5b8c\u6210":43,"\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\u5b83\u6765\u8bbe\u7f6e":43,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":43,"\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":47,"\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\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\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\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":43,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":43,"\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":39,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":47,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":39,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":60,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":39,"\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":39,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":26,"\u4f7f\u7528":[22,24,25,28,34,36,37,39,42,45,58,61,62],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":47,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":47,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":56,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":47,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":47,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":39,"\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\u4e0b\u9762\u547d\u4ee4":19,"\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\u52a8\u6001\u5e93":21,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\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":37,"\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\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":22,"\u4f7f\u7528\u6848\u4f8b":46,"\u4f7f\u7528\u7684":25,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":22,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":45,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":36,"\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":45,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":45,"\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\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\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":34,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":39,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":21,"\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\u7528c":22,"\u4f7f\u7528c99\u505a\u63a5\u53e3":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":21,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":45,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":47,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":47,"\u4f7f\u7528cpu\u8bad\u7ec3":62,"\u4f7f\u7528init":47,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":34,"\u4f7f\u7528max":55,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":34,"\u4f7f\u7528model":47,"\u4f7f\u7528paddlepaddl":58,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":55,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":45,"\u4f7f\u7528regress":24,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":21,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":21,"\u4f7f\u7528void":21,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":55,"\u4f86":34,"\u4f8b\u5982":[3,21,22,24,25,27,31,34,37,39,42,43,44,45,47,50,56,58,60,62],"\u4f8b\u5982\u4e0a\u6587\u7684pod":48,"\u4f8b\u5982\u4e0a\u9762\u7684":26,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":43,"\u4f8b\u5982\u4f7f\u7528":25,"\u4f8b\u5982\u586b\u5145":37,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":21,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":21,"\u4f8b\u5982\u5bf9\u4e8epython":21,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":34,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":34,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":34,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":25,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":55,"\u4f8b\u5982c":21,"\u4f8b\u5982hostpath":48,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":21,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":50,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":21,"\u4f8b\u5982python\u7684":21,"\u4f8b\u5982sigmoid":39,"\u4f8b\u5982sigmoid\u53d8\u6362":58,"\u4f8b\u5b50\u4e2d\u662f":39,"\u4f8b\u5b50\u4e2d\u662f0":39,"\u4f8b\u5b50\u4e2d\u662f100":39,"\u4f8b\u5b50\u4e2d\u662f4096":39,"\u4f8b\u5b50\u4e2d\u662f8192":39,"\u4f8b\u5b50\u4e2d\u662ffc":39,"\u4f8b\u5b50\u4e2d\u662fsoftmax":39,"\u4f8b\u5b50\u4f7f\u7528":48,"\u4f9bpaddlepaddle\u52a0\u8f7d":45,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":62,"\u4f9d\u6b21\u7c7b\u63a8":24,"\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":34,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":34,"\u4fbf\u5b9c":34,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":21,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":45,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":63,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":45,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":45,"\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":43,"\u4fee\u590d\u6240\u6709bug\u540e":24,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":24,"\u4fee\u590dubuntu":24,"\u4fee\u6539":[48,49],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":49,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":42,"\u4fee\u6539\u6587\u6863":41,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[34,38],"\u503c\u5f97\u6df1\u5165\u5206\u6790":42,"\u503c\u7c7b\u578b":47,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":25,"\u5047\u8bbe":39,"\u5047\u8bbe\u53d8\u91cf":26,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":28,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":39,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":54,"\u504f\u7f6e\u53c2\u6570":56,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":39,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":24,"\u505a\u63a5\u53e3":21,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":45,"\u505c\u7535":34,"\u50cf":28,"\u513f\u7ae5\u7247":59,"\u5143\u7d20":33,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":33,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":22,"\u5148\u8c03\u7528initializer\u51fd\u6570":58,"\u5168\u5bb6":34,"\u5168\u8fde\u63a5\u5c42":[26,54,55,60],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":39,"\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":39,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":39,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":39,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":39,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":61,"\u516c\u5f0f":28,"\u516c\u94a5\u5199\u5165":43,"\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":34,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":38,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":31,"\u5173\u4e8eunbound":36,"\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":[3,21,24,25,26,31,37,39,54,55,56],"\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\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":33,"\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":45,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":45,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":31,"\u5176\u4ed6":59,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":28,"\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\u51fd\u6570\u5747\u8fd4\u56de":22,"\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":47,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":24,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":37,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":39,"\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":36,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":25,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":48,"\u5176\u6b21":[3,34,58],"\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":34,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":63,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":37,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[22,25],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":22,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,39],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":36,"\u5177\u4f53\u5982\u4e0b":28,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":42,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":25,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":58,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":56,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,22,38],"\u5177\u4f53\u8bf7\u89c1":38,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":34,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":62,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":37,"\u5185\u5b58":42,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":45,"\u5185\u5bb9":58,"\u5185\u5bb9\u5982\u4e0b":49,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":34,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":50,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":28,"\u5185\u90e8":50,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":21,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":60,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":21,"\u518d\u57fa\u4e8e":24,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":34,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":34,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":34,"\u518d\u6307\u5b9a":27,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":39,"\u518d\u901a\u8fc7\u51fd\u6570":50,"\u5192\u9669\u7247":59,"\u5197\u4f59\u7b49\u529f\u80fd":48,"\u5199\u4ee3\u7801":21,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\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":39,"\u519c\u6c11":59,"\u51c6\u5907":34,"\u51c6\u5907\u597d\u6570\u636e":60,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":37,"\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":34,"\u51fa\u5dee":34,"\u51fa\u6765":34,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":25,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":25,"\u51fd\u6570":[3,26,37,39,42,61,62],"\u51fd\u6570\u4e2d":37,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":43,"\u51fd\u6570\u5047\u8bbe":37,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":42,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":36,"\u51fd\u6570\u540d\u4e3a":22,"\u51fd\u6570\u547d\u540d":21,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":37,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":39,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":39,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":36,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":39,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":42,"\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":39,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":39,"\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":36,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":34,"\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":36,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":26,"\u5206\u522b\u662f":33,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":37,"\u5206\u522b\u662fsentences\u548clabel":34,"\u5206\u522b\u662fwords\u548clabel":34,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":39,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":34,"\u5206\u5272":[59,61],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":60,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[24,38],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":24,"\u5206\u652f\u4e0a":38,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":38,"\u5206\u652f\u4e2d":24,"\u5206\u652f\u4e3a\u5f00\u53d1":24,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":24,"\u5206\u652f\u4e3a\u7a33\u5b9a":24,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":24,"\u5206\u652f\u5408\u5165":24,"\u5206\u652f\u5408\u5165master\u5206\u652f":24,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":24,"\u5206\u652f\u540d":38,"\u5206\u652f\u540d\u4e3a":24,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":24,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":24,"\u5206\u652f\u89c4\u8303":38,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":42,"\u5206\u7247":18,"\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":45,"\u5206\u9694":[54,60],"\u5206\u9694\u7b26\u4e3a":59,"\u5207\u6362\u5230":38,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":38,"\u5217\u8868":60,"\u5217\u8868\u5982\u4e0b":[3,31],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":39,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":61,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":45,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":45,"\u5219\u5148\u505a\u5d4c\u5165":60,"\u5219\u53ef\u4ee5\u50cf":43,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":58,"\u5219\u5ffd\u7565":18,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":45,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":42,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":45,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":25,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5219\u9700\u8981\u914d\u7f6e":48,"\u521b\u5efa\u4e00\u4e2akubernet":50,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":28,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":38,"\u521b\u5efa\u6210\u529f\u540e":50,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":63,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":39,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":39,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":45,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":54,"\u521d\u59cb\u5316\u7236\u7c7b":39,"\u521d\u59cb\u5316biases_":39,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":36,"\u5220\u9664":38,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\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":36,"\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":34,"\u5230":[18,25,37],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":43,"\u5230\u672c\u5730":38,"\u5230\u6b64":28,"\u5230\u76ee\u524d\u4e3a\u6b62":61,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":50,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":28,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":28,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":50,"\u5237\u7259":34,"\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":34,"\u524d\u5411\u4f20\u64ad":39,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":39,"\u524d\u5411\u548c\u540e\u5411":39,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":38,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":24,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":39,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":58,"\u52a0\u5165":42,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":37,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":37,"\u52a0\u8f7d\u6570\u636e":61,"\u52a0\u8f7d\u6a21\u578b":61,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":63,"\u52a0\u8f7dtest":45,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"\u52a8\u4f5c\u7247":59,"\u52a8\u6001\u5e93":21,"\u52a8\u753b\u7247":59,"\u52a8\u8bcd":61,"\u52a9\u624b":39,"\u5305\u542b12":62,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":54,"\u5305\u542b3\u4e2a\u5c5e\u6027":54,"\u5305\u542b50":62,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":22,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":28,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":25,"\u5305\u62ec":[19,45,58,61,63],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":59,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":25,"\u5305\u62ec\u6570\u636e\u8f93\u5165":26,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u5305\u62ec\u751f\u6210cpu":27,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":31,"\u5305\u62ec\u7b80\u5355\u7684":58,"\u5305\u62ecbool":47,"\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":34,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":34,"\u533b\u751f":59,"\u533b\u7597\u4fdd\u5065":59,"\u5341\u4e00":34,"\u5347\u5e8f\u6392\u5217":63,"\u534e\u6da6\u4e07\u5bb6":34,"\u534f\u540c\u5b8c\u6210releas":24,"\u5355\u4e2a\u503c":19,"\u5355\u4f4d\u662fmb":45,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":25,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":44,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":34,"\u5355\u53cc\u5c42rnn":35,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":26,"\u5355\u5c42":36,"\u5355\u5c42\u4e0d\u7b49\u957frnn":34,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":34,"\u5355\u5c42\u5e8f\u5217":33,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":33,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":33,"\u5355\u5c42\u6216\u53cc\u5c42":33,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u5355\u5c42rnn":[34,36],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":34,"\u5355\u673acpu\u8bad\u7ec3":25,"\u5355\u673agpu\u8bad\u7ec3":25,"\u5355\u6b65\u51fd\u6570":37,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":37,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":37,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":37,"\u5355\u70b9\u6545\u969c":18,"\u5355\u8fdb\u5355\u51fa":36,"\u5360\u4f4d\u7b26":54,"\u536b\u751f":34,"\u5373":[22,25,26,40,50,58,62],"\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":34,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":34,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":34,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":34,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":34,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":34,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":34,"\u5373\u4f7f\u7528":22,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":45,"\u5373\u4f7fc":22,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":22,"\u5373\u4fbf\u8bbe\u7f6e":25,"\u5373\u4fbfpaddl":22,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":36,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":37,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":62,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":36,"\u5373\u53ef":26,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":25,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":40,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":34,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":25,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,31],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":22,"\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":34,"\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":34,"\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":36,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":34,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":33,"\u5373\u6574\u6570\u6570\u7ec4":34,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":34,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":34,"\u5373\u66b4\u9732":22,"\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":34,"\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,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":21,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":25,"\u5373input":36,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":34,"\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":34,"\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":34,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,21,39,44,50,54,56,62],"\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":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":45,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":45,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":25,"\u53c2\u6570\u6982\u8ff0":46,"\u53c2\u6570\u7684\u89e3\u6790":50,"\u53c2\u6570\u7ef4\u5ea6":54,"\u53c2\u6570\u884c":54,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":34,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":37,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":38,"\u53c2\u8003":[21,48],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":42,"\u53c2\u8003\u6587\u732e":63,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":34,"\u53c2\u8003\u955c\u50cf\u7684":50,"\u53c8":34,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":33,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":25,"\u53ca":39,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":37,"\u53cc\u5c42":36,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":34,"\u53cc\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":34,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":36,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":33,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":33,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":34,"\u53cc\u5c42rnn":36,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":34,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":34,"\u53cc\u8fdb\u5355\u51fa":36,"\u53cc\u8fdb\u53cc\u51fa":36,"\u53cd\u4e4b\u5219":61,"\u53cd\u5411\u4f20\u64ad":39,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u53d1\u5e03":28,"\u53d1\u5e03\u5230dockerhub":24,"\u53d1\u5e03\u5230github":24,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":25,"\u53d1\u884c\u548c\u7ef4\u62a4":38,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":45,"\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":39,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":34,"\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":42,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":28,"\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":47,"\u53e6\u5916":34,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":56,"\u53ea\u4f5c\u4e3aread":36,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":45,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":59,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":27,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\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":34,"\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\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":28,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":22,"\u53ea\u6709":34,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":54,"\u53ea\u6709\u542b\u6709\u4eba":59,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":45,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":36,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":47,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":21,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":34,"\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":36,"\u53ea\u9488\u5bf9\u5185\u5b58":25,"\u53ea\u9700\u4e2d\u65ad":43,"\u53ea\u9700\u4f7f\u7528":43,"\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":43,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":37,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\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":[34,38,43],"\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,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":30,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":25,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":45,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\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":[34,37,48,50,63],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":54,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":31,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":42,"\u53ef\u4ee5\u5728":28,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":21,"\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\u5728\u8fd9\u4e2a":38,"\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":36,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":42,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":28,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":40,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":34,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":62,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[33,36],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":36,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":39,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":36,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":36,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":45,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\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":47,"\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\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":38,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":42,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":33,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":42,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":24,"\u53ef\u4ee5\u7f16\u5199":28,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":25,"\u53ef\u4ee5\u8bbe\u7f6e":55,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":31,"\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":47,"\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":37,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":58,"\u53ef\u4ee5\u901a\u8fc7volume\u6216persistentvolume\u6302\u8f7d\u5b58\u50a8\u7a7a\u95f4\u5230\u6bcf\u4e2a\u5bb9\u5668\u4e2d":19,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":47,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":58,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":50,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":25,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":25,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":42,"\u53ef\u9009":[3,39],"\u53f3\u8fb9\u662f":56,"\u5403":34,"\u5403\u996d":34,"\u5404\u65b9\u9762":34,"\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":34,"\u5408\u5e76":63,"\u5408\u5e76\u6bcf\u4e2a":63,"\u5408\u7406":34,"\u540c\u65f6":[25,42],"\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\u53ef\u4ee5\u901a\u8fc7":38,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":36,"\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":42,"\u540c\u65f6\u518d\u5c06":24,"\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\u63d0\u8d77":24,"\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":47,"\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":31,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":45,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":36,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":45,"\u540d\u5b57\u4fee\u9970":21,"\u540d\u79f0":58,"\u540e":[25,27,38,50,62],"\u540e\u5411\u4f20\u64ad":39,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":62,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411\u91cfenable_parallel_vector":44,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":24,"\u5426":27,"\u5426\u5219":[2,43,60],"\u5426\u5219\u4f1a\u628a":38,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":63,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":45,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":45,"\u5426\u5219\u4f7f\u7528gpu":47,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":37,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":21,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":43,"\u5426\u5b9a":61,"\u542b\u4e49":[56,62],"\u542b\u6709":59,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":39,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":50,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":45,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":45,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":45,"\u5440":34,"\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":34,"\u547d\u4ee4":43,"\u547d\u4ee4\u4e3a":49,"\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":43,"\u547d\u540d\u4e3a":38,"\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":[19,21,22,24,25,26,27,34,37,38,39,40,42,43,47,48,54,55,58,60,63],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":34,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,31],"\u548c\u4e2d\u6587\u6587\u6863":40,"\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":39,"\u548c\u533a\u57df\u6807\u8bb0":61,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":33,"\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":33,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":37,"\u548c\u68af\u5ea6\u622a\u65ad":58,"\u548c\u6a21\u578b\u8def\u5f84":62,"\u548c\u771f\u5b9e":26,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":34,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u548c\u7b2c6\u884c\u7684":63,"\u548c\u90e8\u5206layer":36,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":63,"\u548cargument":61,"\u548ccudnn":30,"\u548cpool":33,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":56,"\u54c1\u8d28":34,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u54ea\u4e9b\u4e0d\u662f":34,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":37,"\u5546\u52a1":34,"\u554a":34,"\u559c\u5267\u7247":59,"\u5668":58,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,31],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":26,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":39,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":61,"\u56e0\u4e3a\u53c2\u6570":47,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":37,"\u56e0\u4e3a\u5b83\u6bd4":37,"\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\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":28,"\u56e0\u4e3apaddlepaddle\u7684v2":40,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":25,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":21,"\u56e0\u6b64":[2,3,34,36,39],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":34,"\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":34,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":39,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":44,"\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\u50cf\u5206\u7c7b":[24,57],"\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":[3,22,24,30,33,34,37,38,43,56,58,59,61],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":49,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":39,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":61,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":45,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":34,"\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\u4e4b\u540e\u7684":25,"\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\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":31,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":39,"\u5728\u51c6\u5907\u53d1\u8d77":38,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u51fd\u6570":50,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":45,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":45,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":34,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":45,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":45,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":34,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":25,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":34,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":48,"\u5728\u542f\u52a8job\u4e4b\u524d":50,"\u5728\u56fd\u5185":28,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":45,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":31,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":31,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":22,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":50,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":50,"\u5728\u5c42\u4e2d\u6307\u5b9a":47,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":36,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":55,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":22,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":39,"\u5728\u5f97\u5230":50,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":37,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":62,"\u5728\u63d0\u4ea4":38,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":31,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":58,"\u5728\u6570\u636e\u96c6\u53ef\u4ee5\u88ab\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u6587\u4ef6":60,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":62,"\u5728\u672c\u4f8b\u4e2d":[34,38,47],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[37,55],"\u5728\u672c\u6587\u4e2d":43,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":43,"\u5728\u672c\u6f14\u793a\u4e2d":62,"\u5728\u672c\u793a\u4f8b\u4e2d":[34,62],"\u5728\u672c\u8282\u4e2d":37,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":45,"\u5728\u6837\u4f8b\u4e2d":22,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":43,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":58,"\u5728\u6b64":[0,44,47],"\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":37,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":34,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":37,"\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":45,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":56,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":38,"\u5728\u6f14\u793a\u4e2d":61,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":48,"\u5728\u751f\u6210\u65f6":37,"\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\u4f7f\u7528c":22,"\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\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u7ec4\u5408\u65f6":31,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":40,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":39,"\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":33,"\u5728\u8bad\u7ec3\u4e2d":37,"\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":45,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":24,"\u5728\u8be5\u914d\u7f6e\u76847":34,"\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":42,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":36,"\u5728\u8fd0\u884c":62,"\u5728\u8fd9\u4e2a":24,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":63,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[26,62],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[39,49],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":34,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":42,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":37,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":61,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":24,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":60,"\u5728\u8fd9\u4e9blayer\u4e2d":34,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":62,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[37,39],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":36,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":49,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":50,"\u5728\u8fd9\u91cc":36,"\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":39,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":31,"\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":47,"\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,"\u5728c":21,"\u5728c\u7684\u5934\u6587\u4ef6":21,"\u5728cephfs\u5b58\u50a8\u7cfb\u7edf\u4e2d\u7684\u516c\u5f00\u76ee\u5f55":19,"\u5728cub":55,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e0a\u8fd0\u884c\u7684\u4e0d\u540c\u7684\u8ba1\u7b97\u6846\u67b6":19,"\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":47,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paddlepaddle\u4e2d":[31,36],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":34,"\u5728paddlepaddle\u91cc":26,"\u5728paramet":18,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":36,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":36,"\u5728trainer":47,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":34,"\u5730\u7406\u4f4d\u7f6e":34,"\u5730\u94c1\u7ad9":34,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":22,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":56,"\u5747\u5300\u5206\u5e03":25,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":45,"\u5747\u662f\u5728":22,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":34,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":34,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":36,"\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":32,"\u57fa\u672c\u76f8\u540c":54,"\u586b\u5199":38,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":49,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":47,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":39,"\u58f0\u660epython\u6570\u636e\u6e90":60,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":42,"\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":36,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":55,"\u5907\u6ce8":42,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":42,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":34,"\u5916\u5c42outer_step\u4e2d":34,"\u591a\u4e2a\u503c":19,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":58,"\u591a\u4e2aparamet":18,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":36,"\u591a\u673a\u8bad\u7ec3":25,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":36,"\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":39,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":39,"\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":39,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":21,"\u5927\u5b66\u751f":59,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":28,"\u5927\u5c0f":43,"\u5929":34,"\u5929\u4e00\u5e7f\u573a":34,"\u5929\u4e00\u9601":34,"\u5929\u732b":62,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":39,"\u5934\u6587\u4ef6\u5982\u4e0b":39,"\u5947\u5e7b\u7247":59,"\u597d":34,"\u597d\u5403":34,"\u597d\u8bc4":58,"\u5982":[3,37,38,43,47],"\u59822":43,"\u5982\u4e0b":[3,60,62],"\u5982\u4e0b\u56fe\u6240\u793a":[34,42,55],"\u5982\u4e0b\u6240\u793a":[47,56,60],"\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":41,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":41,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":58,"\u5982\u4fe1\u606f\u63d0\u53d6":61,"\u5982\u56fe2\u6240\u793a":62,"\u5982\u56fe\u4e2dtrainer":18,"\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":39,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":56,"\u5982\u679c\u4e0d\u4e3a0":45,"\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":45,"\u5982\u679c\u4e3afals":45,"\u5982\u679c\u4e3atrue":[3,45],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":27,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":45,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":62,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":37,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":62,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":47,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":45,"\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":37,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":55,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":39,"\u5982\u679c\u4f7f\u7528":[43,54],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":30,"\u5982\u679c\u4f7f\u7528nvidia":28,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":48,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":21,"\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":45,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":45,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":45,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":25,"\u5982\u679c\u5931\u8d25":24,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\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\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":27,"\u5982\u679c\u60a8":28,"\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":42,"\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":42,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":42,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":34,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":42,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":42,"\u5982\u679c\u6267\u884c\u5931\u8d25":48,"\u5982\u679c\u6267\u884c\u6210\u529f":56,"\u5982\u679c\u63d0\u793a\u6b63\u786e":40,"\u5982\u679c\u63d0\u793a\u9519\u8bef":40,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":62,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":48,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u662f\u5e8f\u5217":60,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":36,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":36,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":38,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":24,"\u5982\u679c\u672a\u8bbe\u7f6e":45,"\u5982\u679c\u672a\u8bbe\u7f6egpu":47,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":22,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":42,"\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":45,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":36,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":63,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":45,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\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\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":21,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":42,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":43,"\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":39,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":37,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":62,"\u5982\u679c\u8981\u4f7f\u7528gpu":28,"\u5982\u679c\u8981\u542f\u7528gpu":43,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":38,"\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":45,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":21,"\u5982\u679c\u8f93\u51fa\u662fno":28,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[56,62],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":43,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":28,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":39,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":39,"\u5982\u679clearning_rate\u592a\u5927":25,"\u5982\u679clearning_rate\u592a\u5c0f":25,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":25,"\u5982\u679cparamet":18,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":38,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":25,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":38,"\u5982\u9ad8\u4eae\u90e8\u5206":42,"\u5b50":34,"\u5b50\u53e5":36,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":36,"\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,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\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\u6210\u672c\u9ad8":21,"\u5b66\u4e60\u7b97\u6cd5":26,"\u5b66\u672f":59,"\u5b81\u6ce2":34,"\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":37,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":43,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":37,"\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":39,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":39,"\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":37,"\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":43,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":38,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":42,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":63,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":39,"\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":43,"\u5b83\u5b9a\u4e49\u4e86":37,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":26,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":37,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":43,"\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":39,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":34,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":34,"\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":43,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":63,"\u5b83\u7684":37,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":62,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":33,"\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":39,"\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":39,"\u5b89\u6392":34,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":32,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":30,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":22,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":40,"\u5b89\u88c5\u5b8c\u6210\u540e":30,"\u5b89\u88c5\u6587\u6863":31,"\u5b89\u88c5\u6d41\u7a0b":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":34,"\u5b8c\u6210":38,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":36,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":50,"\u5b8c\u6210\u5f00\u53d1":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":33,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":31,"\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":39,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":37,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":37,"\u5b98\u65b9\u6587\u6863":27,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":36,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":36,"\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":36,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":45,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":26,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":37,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":37,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":62,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":26,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":37,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":37,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":31,"\u5b9e\u4f8b\u5982\u4e0b":61,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":34,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":39,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":37,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":39,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":39,"\u5b9e\u73b0\u7b80\u5355":21,"\u5b9e\u73b0\u7ec6\u8282":39,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":39,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":39,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":36,"\u5b9e\u73b0\u8be5\u5c42\u7684c":39,"\u5b9e\u9645\u4e0a\u53ea\u6709":56,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":59,"\u5ba2\u6237":34,"\u5ba2\u6237\u670d\u52a1":59,"\u5bb6":34,"\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":42,"\u5bf9":34,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,31],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,31],"\u5bf9\u4e8e":37,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":21,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":34,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":34,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":34,"\u5bf9\u4e8e\u53cc\u5c42rnn":34,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":21,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":34,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":21,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":21,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":39,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":63,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":34,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":34,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":60,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":22,"\u5bf9\u4e8e\u6bcf\u79cdc":22,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":58,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":37,"\u5bf9\u4e8eamazon":58,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":39,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":55,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":36,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":36,"\u5bf9\u5e94\u4e8e\u5b57\u5178":54,"\u5bf9\u5e94\u7684":3,"\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":39,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":39,"\u5bf9\u6bd4":21,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":39,"\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,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":60,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":22,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":36,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":24,"\u5bf9\u9762":34,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,31],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":22,"\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":42,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":39,"\u5c06":[3,24,25,42,58],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\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":37,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":60,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":45,"\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":34,"\u5c06\u542b\u6709\u5b50\u53e5":36,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\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":43,"\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":34,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":45,"\u5c06\u5927\u91cf\u7684":21,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":25,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":37,"\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\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":24,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":39,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":60,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":38,"\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\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":43,"\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":34,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":38,"\u5c06\u900f\u660e":43,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":50,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":24,"\u5c11\u4e8e5":43,"\u5c1a\u53ef":34,"\u5c31":34,"\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":34,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":26,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":42,"\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":42,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":21,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":28,"\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":39,"\u5c42\u6743\u91cd":56,"\u5c42\u6b21\u5316\u7684rnn":36,"\u5c42\u7279\u5f81":56,"\u5c42\u7684\u540d\u79f0\u4e0e":37,"\u5c42\u7684\u5927\u5c0f":39,"\u5c42\u7684\u7279\u5f81":56,"\u5c42\u7684\u7c7b\u578b":39,"\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":37,"\u5c42\u7ec4\u6210\u4e00\u5bf9":61,"\u5c45\u7136":34,"\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":45,"\u5de5\u4f5c\u7a7a\u95f4":43,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":43,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":43,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":43,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":43,"\u5de5\u5177":62,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":62,"\u5de5\u5177\u6765\u7ba1\u7406":38,"\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":38,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":45,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":43,"\u5e02\u573a":59,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":42,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":60,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":36,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":36,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":33,"\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":34,"\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\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\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":39,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":34,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":50,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":34,"\u5e76\u4e14":[3,37],"\u5e76\u4e14\u4f7f\u7528":22,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":34,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":63,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":47,"\u5e76\u4e14\u5305\u62ecunit":38,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":56,"\u5e76\u4e14\u53ef\u4ee5\u88ab\u63d0\u4ea4\u7684job\u76f4\u63a5\u4f7f\u7528":19,"\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\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":21,"\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\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":31,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":25,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":62,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":38,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":21,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":38,"\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":43,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":39,"\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\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":38,"\u5e76\u521b\u5efaoptim":31,"\u5e76\u5220\u9664":24,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":39,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":37,"\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":39,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":39,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":37,"\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\u5c06c":22,"\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\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\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\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":21,"\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\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u89c2\u5bdf\u7ed3\u679c":42,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":38,"\u5e76\u8bbe\u7f6e":[30,43],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":31,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":24,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":58,"\u5e8a\u4e0a\u7528\u54c1":34,"\u5e8a\u57ab":34,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":33,"\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":36,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":33,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":36,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":36,"\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":33,"\u5e8f\u5217\u7684\u7ed3\u5c3e":63,"\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5e93":43,"\u5e93\u7684\u8def\u5f84":43,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":37,"\u5e94\u7528\u6a21\u578b":58,"\u5e94\u8be5":34,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":37,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":25,"\u5e95\u5c42\u8fdb\u7a0b":43,"\u5efa\u7acb\u4e00\u4e2a":38,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":24,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":43,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":45,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":22,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":38,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":24,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":40,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":24,"\u5f00\u53d1\u955c\u50cf":[28,38],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":28,"\u5f00\u59cb":26,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f00\u59cb\u6807\u8bb0":37,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":58,"\u5f00\u59cb\u9636\u6bb5":42,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":44,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\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":13,"\u5f15\u5bfc\u5c42":37,"\u5f15\u7528":43,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":36,"\u5f3a\u70c8\u63a8\u8350":34,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":60,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":37,"\u5f53":47,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":62,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":39,"\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":37,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":39,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":34,"\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\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":24,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":45,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":45,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":48,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":50,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":45,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":58,"\u5f53\u6a21\u5f0f\u4e3a":45,"\u5f53\u7136":42,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":22,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":39,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":37,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":45,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":47,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":63,"\u5f53classif":63,"\u5f62\u6210recurr":36,"\u5f62\u6210recurrent\u8fde\u63a5":36,"\u5f62\u72b6":56,"\u5f88":[34,58],"\u5f88\u591a":34,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":28,"\u5f88\u5b89\u9759":34,"\u5f88\u5e72\u51c0":34,"\u5f88\u65b9\u4fbf":34,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":42,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":55,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":59,"\u5f97":34,"\u5f97\u4f7f\u7528":21,"\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":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":37,"\u5faa\u73af\u7f51\u7edc\u4ece":37,"\u5fc5\u8981":22,"\u5fc5\u987b":39,"\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":34,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":36,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":37,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":62,"\u5feb":[34,62],"\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":34,"\u6027\u522b":[59,60],"\u6027\u80fd\u5206\u6790":42,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":42,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":42,"\u6027\u80fd\u8c03\u4f18":44,"\u603b\u4f53\u6765\u8bf4":34,"\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":42,"\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":42,"\u60a8\u53ef\u4ee5\u5bfc\u5165":42,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":42,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":37,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":42,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":42,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":42,"\u60a8\u9700\u8981\u66f4\u6539":28,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":42,"\u60ac\u7591\u7247":59,"\u60c5\u6001\u52a8\u8bcd":61,"\u60c5\u611f\u5206\u6790":[24,57],"\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":37,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":45,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":45,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":45,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":45,"\u611f\u89c9":34,"\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":39,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":42,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":22,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":31,"\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":39,"\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\u5728":28,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":39,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":39,"\u6211\u4eec\u4f7f\u7528":[39,43,62],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":31,"\u6211\u4eec\u4f7f\u7528\u4e86":34,"\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\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\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":47,"\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\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":31,"\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":34,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":58,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":38,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":55,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":31,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":37,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":31,"\u6211\u4eec\u53ef\u4ee5\u5728":38,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":31,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":31,"\u6211\u4eec\u53ef\u4ee5\u5c06":43,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":33,"\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":36,"\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":37,"\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":37,"\u6211\u4eec\u5c06":[50,60],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":34,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":49,"\u6211\u4eec\u5c06\u4ee5":[43,58],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":58,"\u6211\u4eec\u5c06\u4f7f\u7528":37,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":37,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":55,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":34,"\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":44,"\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":43,"\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":43,"\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\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":38,"\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":37,"\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":39,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":39,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":58,"\u6211\u4eec\u611f\u8c22":63,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":28,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":28,"\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\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":40,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":28,"\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\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":28,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":34,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":37,"\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\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":38,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":61,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":34,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":34,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":62,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":38,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":33,"\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":37,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":34,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":43,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":50,"\u6211\u4eec\u9075\u5faa":63,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":61,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":58,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":28,"\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":43,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":39,"\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\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":31,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":62,"\u6211\u5220\u9664\u4e86":38,"\u6216":[3,42,55,61],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6216\u4e00\u4e2a\u5411\u91cf":36,"\u6216\u4e0d\u786e\u5b9a":59,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":60,"\u6216\u6700\u5927\u503c":33,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":33,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":33,"\u6216\u8005":[21,22,25,28,30,33,34,42],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[33,36],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":42,"\u6216\u8005\u53cd\u5411\u5730\u4ece":37,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":45,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":44,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":34,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\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":42,"\u6216\u8005\u66f4\u65e9":25,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\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":47,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":28,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":45,"\u6216gpu\u4e2a\u6570":62,"\u6218\u4e89\u7247":59,"\u623f":34,"\u623f\u95f4":34,"\u6240\u4ee5":[3,25],"\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\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":34,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":28,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":48,"\u6240\u4ee5\u5bf9":34,"\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":42,"\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":40,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":34,"\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":43,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":39,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":34,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":22,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":38,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":45,"\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":43,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":43,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":62,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":28,"\u6240\u6709\u7684":[38,39],"\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":39,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":22,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":34,"\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":39,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":39,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":22,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":39,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":43,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":37,"\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\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\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":34,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":28,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":42,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":60,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":27,"\u6253\u5f00":42,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":40,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":22,"\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":37,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":42,"\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":37,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":42,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":42,"\u6280\u672f\u5458":59,"\u628a":[19,39],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":62,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":28,"\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":37,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":37,"\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":36,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":34,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":50,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":58,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":28,"\u6307\u5411\u4e00\u4e2alayer":36,"\u6307\u5b9a":[25,36,37],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":45,"\u6307\u5b9a\u4f7f\u75282":25,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":58,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":45,"\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":36,"\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":45,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":34,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":45,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":45,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":45,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":45,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":45,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":45,"\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":45,"\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":45,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":50,"\u6309\u94ae":38,"\u633a":34,"\u633a\u597d":34,"\u6355\u83b7":58,"\u6362":34,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":33,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":31,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":31,"\u63a5\u4e0b\u6765":[58,62],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":42,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":42,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":38,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":38,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":58,"\u63a5\u4e0b\u6765\u7b49\u5f85":38,"\u63a5\u53d7":61,"\u63a5\u53d7\u7684\u4e1c\u897f":61,"\u63a5\u53d7\u8005":61,"\u63a5\u53e3":[21,22],"\u63a5\u53e3\u540d\u79f0":43,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":22,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":56,"\u63a5\u53e3\u662f":19,"\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\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":28,"\u63a7\u5236":45,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":26,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":28,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":28,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":28,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":39,"\u63a8\u8350":34,"\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":43,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":38,"\u63a8\u9500\u5458":59,"\u63cf\u8ff0":27,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":58,"\u63cf\u8ff0\u95ee\u9898":38,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":48,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":40,"\u63d0\u4f9b":43,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":50,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":43,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":43,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":43,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":33,"\u63d0\u4f9b\u6700\u65b0":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":43,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":54,"\u63d0\u793a":25,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":31,"\u64cd\u4f5c":34,"\u64cd\u6301\u5bb6\u52a1\u8005":59,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":30,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[35,36],"\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":34,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u6548\u679c\u603b\u7ed3":58,"\u6559\u7a0b\u6587\u6863\u5230":43,"\u6559\u80b2\u5de5\u4f5c\u8005":59,"\u6570":[36,61],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":36,"\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":43,"\u6570\u636e\u63d0\u4f9b\u5668":44,"\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":37,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":43,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":21,"\u6570\u636e\u8f93\u5165":36,"\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\u4efb\u52a1":19,"\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":47,"\u6574\u4f53":34,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":34,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":50,"\u6574\u6570":39,"\u6574\u6570\u6807\u7b7e":[3,31],"\u6574\u6d01":34,"\u6587\u4e66\u5de5\u4f5c":59,"\u6587\u4ef6":[21,38,49,61],"\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\u4e4b\u5916":38,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":56,"\u6587\u4ef6\u5185\u5bb9\u4e3a":21,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\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\u7684\u5206\u9694\u7b26\u4e3a":60,"\u6587\u4ef6\u7684\u6539\u53d8":38,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":60,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":55,"\u6587\u4ef6\u7d22\u5f15":43,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":58,"\u6587\u4ef6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u96c6\u7fa4\u5185\u90e8\u7684\u5b58\u50a8\u683c\u5f0f":19,"\u6587\u4ef6model":47,"\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,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":28,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":61,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":40,"\u6587\u7ae0":50,"\u65b0":34,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":39,"\u65b0\u624b\u5165\u95e8":53,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":24,"\u65b9\u4fbf":34,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":27,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":28,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":24,"\u65b9\u5f0f1":25,"\u65b9\u5f0f2":25,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":61,"\u65b9\u6cd5\u4e00":47,"\u65b9\u6cd5\u4e09":47,"\u65b9\u6cd5\u4e8c":47,"\u65c1\u8fb9":34,"\u65c5\u6e38\u7f51\u7ad9":62,"\u65e0":34,"\u65e0\u4e1a\u4eba\u58eb":59,"\u65e0\u5ef6\u8fdf":45,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":21,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\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":34,"\u65f6":[18,25,33,37,39,45,50],"\u65f6\u5019":34,"\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":39,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":47,"\u65f6\u95f4":34,"\u65f6\u95f4\u6233":59,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":59,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":34,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":39,"\u662f":[27,34],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":39,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":42,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":42,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":61,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":33,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":21,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":42,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":47,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":26,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":22,"\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":39,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":36,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,31],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":36,"\u662f\u4e00\u7ec4":48,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":49,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":21,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":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":37,"\u662f\u5176\u5927\u5c0f":26,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":63,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":22,"\u662f\u5411\u91cf":39,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":36,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":27,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":45,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":39,"\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":45,"\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":45,"\u662f\u5426\u652f\u6301gpu":27,"\u662f\u5426\u663e\u793a":45,"\u662f\u5426\u7a00\u758f":39,"\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":45,"\u662f\u56e0\u4e3ac99\u652f\u6301":21,"\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":37,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":26,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":39,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":39,"\u662f\u5e8f\u5217":60,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":33,"\u662f\u6211\u4eec":38,"\u662f\u6307":22,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":34,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":34,"\u662f\u6570\u636e\u8f93\u5165":37,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":60,"\u662f\u6709\u610f\u4e49\u7684":34,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":37,"\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\u7528\u6237\u4f7f\u7528c":22,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":63,"\u662f\u77e9\u9635":39,"\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":39,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":39,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":39,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":39,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":39,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":39,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":39,"\u662f\u8f93\u5165":37,"\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":42,"\u662fc":22,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":36,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":42,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":36,"\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":39,"\u662frnn\u72b6\u6001":37,"\u663e":58,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":34,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":29,"\u6682\u4e0d\u8003\u8651\u5728\u5185":25,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":22,"\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":36,"\u66f4\u5feb":37,"\u66f4\u65b0":25,"\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\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":58,"\u66f4\u8fdb\u4e00\u6b65":36,"\u66f4\u9ad8":37,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":36,"\u6700":34,"\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":[3,38,39,43,58,62],"\u6700\u540e\u4e00\u4e2a":33,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":31,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":26,"\u6700\u540e\u5220\u9664":24,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":39,"\u6700\u597d\u7684\u6a21\u578b\u662f":62,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":45,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":21,"\u6700\u65b0\u7684\u4ee3\u7801":38,"\u6700\u65b0log":62,"\u6700\u7ec8":39,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":36,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":31,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":28,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":36,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":26,"\u6708\u6e56":34,"\u6709":34,"\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":39,"\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":39,"\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":34,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":37,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":31,"\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":43,"\u6709\u65f6\u79f0\u4e3a":62,"\u6709\u6807\u51c6\u7684":21,"\u6709\u7684\u65f6\u5019":21,"\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":42,"\u670d\u52a1":34,"\u670d\u52a1\u5458":34,"\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":34,"\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\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":24,"\u672c\u5730\u6d4b\u8bd5":44,"\u672c\u5730\u8bad\u7ec3":44,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":47,"\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":37,"\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":34,"\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":34,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":34,"\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\u6863\u63cf\u8ff0paddl":22,"\u672c\u6765":34,"\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":34,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":34,"\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":47,"\u673a\u5668\u7ffb\u8bd1":[24,57],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":45,"\u6761\u4ef6\u4e0b":48,"\u6765":34,"\u6765\u4ee3\u66ff":38,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":39,"\u6765\u505ableu\u8bc4\u4f30":63,"\u6765\u505c\u6b62\u8bad\u7ec3":60,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":42,"\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":43,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":31,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":34,"\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":39,"\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\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":31,"\u6765\u6ce8\u518c\u8be5\u5c42":39,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":47,"\u6765\u751f\u6210\u5e8f\u5217":63,"\u6765\u7684\u79d2\u6570":59,"\u6765\u786e\u4fdd\u628a":21,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u6765\u8868\u793a":37,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":61,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":21,"\u6765\u8ba1\u7b97\u68af\u5ea6":39,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":34,"\u6765\u8bbe\u7f6e":25,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":38,"\u6765\u8fd0\u884c":43,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":42,"\u6765\u8fd0\u884c\u955c\u50cf":28,"\u6765\u8fdb\u884c\u8ba8\u8bba":22,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":25,"\u676f\u5b50":34,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":33,"\u6784\u9020":50,"\u6784\u9020paddl":5,"\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":34,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":44,"\u67e5\u770b":[38,58],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":30,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":38,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":38,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":38,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":49,"\u6807\u51c6\u5dee\u4e3a":25,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":24,"\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\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":28,"\u6807\u7b7e\u6587\u4ef6":61,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":61,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":45,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":47,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":50,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":43,"\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":37,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":45,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":44,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":45,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":45,"\u6839\u636ecpu":28,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":49,"\u683c\u5f0f":45,"\u683c\u5f0f\u5982\u4e0b":58,"\u683c\u5f0f\u8bf4\u660e":54,"\u68af\u5ea6\u4f1a\u5c31\u5730":39,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":45,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":39,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":45,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":39,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":39,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u68d2":58,"\u697c\u5c42":34,"\u6a21\u5757":55,"\u6a21\u5757\u4e2d\u7684":3,"\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\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\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\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":43,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":63,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":37,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":37,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":37,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":54,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":37,"\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\u8bad\u7ec3\u7b49\u4efb\u52a1":31,"\u6a21\u578b\u8def\u5f84":[56,61],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":61,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":21,"\u6a21\u578b\u91c7\u7528":54,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":34,"\u6b22\u8fce\u901a\u8fc7":38,"\u6b63\u6837\u672c":58,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":44,"\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":34,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":42,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":62,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":28,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":36,"\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":24,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":58,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":34,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":34,"\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":43,"\u6bcf\u4e00\u4e2akey\u7531":60,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":34,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a":[37,43,61],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u6bcf\u4e2a\u5355\u5c42rnn":36,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":63,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":34,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":37,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":37,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":34,"\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":39,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":58,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":45,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":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":36,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":34,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":39,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":34,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":34,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":60,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":60,"\u6bcf\u4e2a\u72b6\u6001":36,"\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":45,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":45,"\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":45,"\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":39,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":39,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":63,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\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\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\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":45,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":47,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":63,"\u6bcf\u6279\u6b21":45,"\u6bcf\u6b21":28,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":38,"\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\u8f93\u51fa\u4e00\u4e2adata":19,"\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":39,"\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":45,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":45,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":45,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":45,"\u6bcf\u969410\u5206\u949f":18,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":58,"\u6bcfdot":45,"\u6bcflog":45,"\u6bcfsave":45,"\u6bcftest":45,"\u6bd4\u5982":[19,25,28,38,58],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":34,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":38,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\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\u5982ide\u914d\u7f6e\u91cc":38,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6bd4\u5982mnist":19,"\u6c34\u6e29":34,"\u6c49\u5ead":34,"\u6c60\u5316\u5c42":55,"\u6ca1":34,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":30,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":54,"\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":18,"\u6ce8\u610f":[3,27,28,31,37,39,40,50,55],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":50,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":47,"\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":34,"\u6d41":34,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":38,"\u6d44":34,"\u6d4b\u8bd5":38,"\u6d4b\u8bd5\u6570\u636e":43,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":43,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":43,"\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":43,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":43,"\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":45,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":38,"\u6d4b\u8bd5\u6837\u672c":43,"\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":47,"\u6d4b\u8bd5\u811a\u672c\u662f":61,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u6d4b\u8bd5docker\u955c\u50cf":24,"\u6d4b\u8bd5model_list":44,"\u6d4b\u8bd5save_dir":44,"\u6d4f\u89c8\u4ee3\u7801":28,"\u6d6a\u6f2b\u7247":59,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\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":39,"\u6dd8\u5b9d\u7b49":62,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":61,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":32,"\u6df7\u5408":61,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":37,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":50,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":25,"\u6e29\u99a8":34,"\u6e90":63,"\u6e90\u4ee3\u7801":[28,58],"\u6e90\u4ee3\u7801\u683c\u5f0f":38,"\u6e90\u5b57\u5178":63,"\u6e90\u5e8f\u5217":37,"\u6e90\u7801":28,"\u6e90\u7801\u4e0edemo":49,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":40,"\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":39,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":58,"\u6fc0\u6d3b\u65b9\u7a0b":39,"\u6fc0\u6d3b\u7684\u7c7b\u578b":39,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":34,"\u7136\u540e":[42,43,54,60],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":26,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":36,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\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\u5355\u51fb":38,"\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":34,"\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\u5728etcd\u7684":18,"\u7136\u540e\u5b9a\u4e49":37,"\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\u6240\u6709\u7528":38,"\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\u4ea4\u65b0\u6dfb\u52a0\u7684":38,"\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\u70b9\u51fb":38,"\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":39,"\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":[37,45],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":62,"\u7248\u672c":30,"\u7248\u672c\u5206\u652f":24,"\u7248\u672c\u53f7":24,"\u7248\u672c\u53f7rc":24,"\u7248\u672c\u5728":38,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":24,"\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\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":21,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":62,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":42,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u4ea7\u955c\u50cf":[28,38],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":28,"\u751f\u6210":50,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":21,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":40,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":37,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":63,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":63,"\u751f\u6210\u6587\u6863":21,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":28,"\u751f\u6210\u7684":19,"\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":37,"\u751f\u6210\u7ed9\u5b9arecordio\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":39,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":38,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":60,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":28,"\u751f\u6210api\u6587\u6863":21,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":28,"\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":43,"\u7528\u4e8e\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":62,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":39,"\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":47,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":37,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":45,"\u7528\u4e8e\u653e\u7f6e":43,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":37,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":45,"\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":37,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":55,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":43,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":43,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":37,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":34,"\u7528\u6237":43,"\u7528\u62371\u7684\u7279\u5f81":60,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\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":36,"\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\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":28,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":28,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":40,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":40,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":54,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":22,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":58,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":22,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":45,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":47,"\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\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":40,"\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\u901a\u8fc7c":22,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":47,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":25,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":40,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":60,"\u7528\u6237id":59,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":59,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":39,"\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":36,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":28,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":34,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":48,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\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":34,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":39,"\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\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":21,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":26,"\u7531\u4e8estep":36,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":33,"\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":34,"\u767e\u4e07\u6570\u636e\u96c6":59,"\u7684":[34,38,43,49,50,58,62],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":36,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":26,"\u7684\u4e00\u79cd":63,"\u7684\u4e3a0":45,"\u7684\u4e3b\u8981\u90e8\u5206":61,"\u7684\u4efb\u4e00\u4e00\u79cd":25,"\u7684\u4efb\u52a1":63,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":33,"\u7684\u504f\u7f6e\u5411\u91cf":39,"\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":42,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":56,"\u7684\u522b\u540d":[6,7],"\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":45,"\u7684\u53d8\u6362\u77e9\u9635":39,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":62,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":37,"\u7684\u540e\u7f00":59,"\u7684\u5411\u91cf":39,"\u7684\u542f\u52a8\u53c2\u6570":50,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":50,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u7684\u5730\u5740":48,"\u7684\u5730\u65b9":38,"\u7684\u5747\u5300\u5206\u5e03":25,"\u7684\u5934\u6587\u4ef6":21,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":26,"\u7684\u5e73\u5747\u503c":33,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":34,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":38,"\u7684\u603b":43,"\u7684\u63a5\u53e3\u6837\u5f0f":21,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":38,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":58,"\u7684\u6570\u76ee\u4e00\u81f4":33,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":38,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":63,"\u7684\u65b9\u7a0b":39,"\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":34,"\u7684\u6700\u5c0f\u503c":45,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":38,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":37,"\u7684\u6837\u5f0f":38,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":36,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":36,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":61,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":38,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":21,"\u7684\u7248\u672c\u53f7":54,"\u7684\u7279\u5f81":56,"\u7684\u72b6\u6001":36,"\u7684\u7528\u6237\u53c2\u8003":43,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":60,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":26,"\u7684\u77e9\u9635":39,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":39,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":61,"\u7684\u7b2ci\u4e2a\u503c":39,"\u7684\u7b2cj\u4e2a\u503c":39,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":43,"\u7684\u7ed3\u6784\u5982\u4e0b":60,"\u7684\u7ef4\u5ea6":54,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":63,"\u7684\u89c4\u8303":21,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u7684\u8bdd":25,"\u7684\u8def\u5f84\u4e2d":62,"\u7684\u8f93\u5165":36,"\u7684\u8f93\u51fa":42,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":42,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":37,"\u7684\u8f93\u51fa\u683c\u5f0f":34,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":37,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":59,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":38,"\u7684\u90e8\u5206":43,"\u7684\u914d\u7f6e":54,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":38,"\u7684docker\u955c\u50cf":28,"\u76ee\u524d":[36,61],"\u76ee\u524d\u4f7f\u7528":38,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":33,"\u76ee\u524d\u652f\u6301fail":45,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":45,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":36,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":21,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":40,"\u76ee\u5f55":[43,49,50,62],"\u76ee\u5f55\u4e0b":[22,39,58,63],"\u76ee\u5f55\u4e0b\u627e\u5230":58,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":25,"\u76ee\u5f55\u4e2d":[43,60],"\u76ee\u5f55\u4e2d\u7684":[42,43],"\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":37,"\u76ee\u6807\u5b57\u5178":63,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":25,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":26,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":21,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":22,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":21,"\u76f4\u63a5\u8fd0\u884c":28,"\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":34,"\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":34,"\u77e9\u9635":44,"\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":38,"\u793a":58,"\u793a\u4f8b":[25,56],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":34,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":34,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":34,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":21,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":31,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":31,"\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\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":34,"\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,"\u79bb":34,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u79d1\u5b66\u5bb6":59,"\u79d1\u5e7b\u7247":59,"\u79f0\u4e3a":[37,38],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":28,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":28,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":33,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":45,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":39,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a00\u758f\u768401\u5411\u91cf":[3,31],"\u7a00\u758f\u7684\u5411\u91cf":[3,31],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":47,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":50,"\u7a0b\u5e8f\u505c\u6b62":45,"\u7a0b\u5e8f\u5458":59,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":45,"\u7a20\u5bc6\u5411\u91cf":39,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,31],"\u7a97\u6237":34,"\u7acb\u523b\u9000\u51fa":25,"\u7aef\u53e3":43,"\u7aef\u53e3\u6570":43,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":43,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":25,"\u7b2c":34,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":28,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":34,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":24,"\u7b2c\u4e00\u5929":34,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":28,"\u7b2c\u4e00\u7ae0\u8282":31,"\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\u4e09\u6b65\u5b8c\u6210\u540e":24,"\u7b2c\u4e8c":62,"\u7b2c\u4e8c\u4e2a\u4e3a":24,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":28,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":63,"\u7b2c\u4e8c\u6b65":[54,56],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":28,"\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":39,"\u7b49":22,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":22,"\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\u6587\u4ef6":22,"\u7b49\u7b49":[58,63],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":48,"\u7b80\u4ecb":41,"\u7b80\u5355\u6765\u8bf4":42,"\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":42,"\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":34,"\u7b97\u6cd5":[25,26,37,62],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":37,"\u7b97\u6cd5\u914d\u7f6e":62,"\u7ba1\u7406\u4eba\u5458":59,"\u7ba1\u7406\u5458":59,"\u7c7b\u4f3c":[22,33],"\u7c7b\u4f3c\u5730":61,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":39,"\u7c7b\u522b\u4e2a\u6570":55,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":44,"\u7c7b\u522bid":58,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":58,"\u7c7b\u540d\u548cc":21,"\u7c7b\u578b":[21,45,60],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":33,"\u7c7b\u578b\u662fsparse_binary_vector":[3,31],"\u7c7b\u578b\u662fsparse_float_vector":[3,31],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":34,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":39,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":39,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":25,"\u7ea2\u697c\u68a6":54,"\u7eaa\u5f55\u7247":59,"\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":47,"\u7ec6\u8282\u63cf\u8ff0":46,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":25,"\u7ed3\u5408":48,"\u7ed3\u675f\u6807\u8bb0":37,"\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,"\u7ed3\u8bba":21,"\u7ed9":34,"\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":36,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":34,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":34,"\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":37,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":37,"\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":37,"\u7f16\u7801\u5668\u8f93\u51fa":37,"\u7f16\u7801\u6e90\u5e8f\u5217":37,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":63,"\u7f16\u8bd1":[28,38],"\u7f16\u8bd1\u5668\u6ca1\u6709":21,"\u7f16\u8bd1\u578b\u8bed\u8a00":21,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":40,"\u7f16\u8bd1\u5b8c\u6210\u540e":40,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":45,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":29,"\u7f16\u8bd1\u751f\u6210":40,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":24,"\u7f16\u8bd1\u9009\u9879":27,"\u7f16\u8bd1c":22,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1ubuntu\u7684deb\u5305":24,"\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":39,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":39,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":39,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":39,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":45,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":39,"\u7f51\u7edc\u63a5\u53e3\u5361":43,"\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\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":60,"\u7f51\u7edc\u901a\u4fe1":39,"\u7f51\u7edc\u914d\u7f6e":[43,58,62],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[56,61],"\u800c":[26,37,49,60],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":62,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":22,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":21,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":43,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":25,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":34,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":62,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":22,"\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":45,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":42,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":42,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":47,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":34,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":56,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":21,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":21,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":62,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":34,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":34,"\u800c\u5bf9\u4e8egolang":21,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":21,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":34,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":42,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":25,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":22,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":42,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":44,"\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":37,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":31,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":47,"\u800c\u7cfb\u7edf\u4e2d\u7684":25,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":34,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":34,"\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":36,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":21,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":31,"\u800cweight":55,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":31,"\u804c\u4e1a":59,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":59,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":36,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":36,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":58,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":36,"\u80fd\u83b7\u53d6":43,"\u811a\u672c":[43,55,60],"\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\u5173\u95ed\u5bf9\u5e94\u7684":38,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":43,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":36,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81ea\u52a8\u751f\u6210":40,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":37,"\u81ea\u5e95\u5411\u4e0a\u6cd5":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":47,"\u81ea\u7531\u804c\u4e1a\u8005":59,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":22,"\u81f3\u6b64":[3,34,38],"\u8212\u9002":34,"\u826f\u597d\u7684\u6587\u6863":21,"\u827a\u672f\u5bb6":59,"\u8282\u70b9\u4e2d\u7684":43,"\u82e5":39,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":33,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":42,"\u82e5\u6709\u5fc5\u8981":39,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":33,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":33,"\u82f1\u6587\u6587\u6863":40,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":40,"\u82f1\u8bed":63,"\u8303\u56f4":47,"\u83b7\u53d6":38,"\u83b7\u53d6\u5229\u7528":58,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":62,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":58,"\u83b7\u53d6\u901a\u8fc7":62,"\u83b7\u53d6trainer":50,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":39,"\u867d\u7136":26,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":22,"\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":43,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":44,"\u884c":54,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":56,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":59,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":28,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":39,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":39,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":48,"\u8868\u793a\u4e3adeviceid":47,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":43,"\u8868\u793a\u5973\u6027":59,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":34,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":43,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":43,"\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":38,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u88ab\u653e\u5728":39,"\u88ab\u79f0\u4e3a":37,"\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":42,"\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":43,"\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":33,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":36,"\u8981\u8c03\u7528":39,"\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":37,"\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":37,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u89e3\u91ca":58,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":21,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":21,"\u8ba1\u7b97":37,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":26,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":37,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":39,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":37,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":39,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":26,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":39,"\u8ba1\u7b97\u8f93\u51fa":39,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\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,"\u8ba9paddle\u6838\u5fc3\u4e2d":22,"\u8bad\u7ec3":[44,62],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u4f5c\u4e1a":43,"\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\u548c\u7eaf\u4f7f\u7528":24,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":43,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":42,"\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\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\u4e4b\u524d":62,"\u8bad\u7ec3\u6a21\u578b\u540e":37,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":24,"\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\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":44,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":45,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":45,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":45,"\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":44,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":24,"\u8bb0\u5fc6\u6a21\u5757":37,"\u8bba\u6587":56,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":43,"\u8bbe\u4e3a\u672c\u5730":43,"\u8bbe\u7f6e":22,"\u8bbe\u7f6e\u4e3a":39,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":45,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":45,"\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":[25,41,60],"\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":39,"\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":47,"\u8bbe\u7f6ebatch":62,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":63,"\u8bbe\u7f6egpu":45,"\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\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,"\u8bc6\u522b\u6570\u5b57":24,"\u8bcd\u5411\u91cf":[24,54],"\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":42,"\u8be5":[43,61],"\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":45,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":45,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":45,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":45,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":45,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":45,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":45,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":45,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":45,"\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":39,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":58,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":45,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":39,"\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":45,"\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":37,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":60,"\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":39,"\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":39,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":34,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":43,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":58,"\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":33,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[57,61],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":24,"\u8bed\u8a00\u6a21\u578b":54,"\u8bf4\u660e":[18,27,50],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":60,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":39,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":40,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":47,"\u8bf7\u53c2\u8003":[3,22,25,31,34,37,39,40,58],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":58,"\u8bf7\u53c2\u8003\u9875\u9762":60,"\u8bf7\u53c2\u8003layer\u6587\u6863":55,"\u8bf7\u53c2\u89c1":38,"\u8bf7\u53c2\u9605":37,"\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\u5c06with_doc\u9009\u9879\u5173\u95ed":40,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":28,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":45,"\u8bf7\u67e5\u770b":54,"\u8bf7\u6ce8\u610f":[28,37,49,54],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":47,"\u8bf7\u786e\u4fdd":38,"\u8bf7\u8bb0\u4f4f":43,"\u8bf7\u8fd0\u884c":28,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":25,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":47,"\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":[39,55],"\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":39,"\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,"\u8d21\u732e\u6587\u6863":40,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":48,"\u8d77":34,"\u8def\u5f84\u4e0b":[26,56],"\u8df3\u8f6c\u5230":38,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8f6c\u6362\u8fc7\u6765\u7684":56,"\u8f6e":60,"\u8f83":34,"\u8f93\u5165":[33,37],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":36,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":36,"\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":34,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":34,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":47,"\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":39,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":39,"\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":39,"\u8f93\u5165\u7684\u5927\u5c0f":39,"\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":39,"\u8f93\u5165\u95e8":62,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":62,"\u8f93\u5165n\u4e2a\u5355\u8bcd":58,"\u8f93\u51fa":[33,37],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":36,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":58,"\u8f93\u51fa\u51fd\u6570":37,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":33,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":36,"\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":45,"\u8f93\u51fa\u76ee\u5f55":56,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":49,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":34,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":25,"\u8fd0":28,"\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\u6307\u4ee4":28,"\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\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":28,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":43,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[25,41,58],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":28,"\u8fd0\u884c\u5931\u8d25":47,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":54,"\u8fd0\u884c\u5b8c\u6210\u540e":43,"\u8fd0\u884c\u5b8c\u811a\u672c":62,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":54,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":62,"\u8fd0\u884c\u65e5\u5fd7":43,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":50,"\u8fd1":34,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":63,"\u8fd4\u56de":[8,9,10,13,15],"\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":[3,31],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":24,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":39,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":34,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":38,"\u8fd8\u662f":34,"\u8fd8\u6709":34,"\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\u8fdb\u884c\u9884\u5904\u7406":55,"\u8fd9":[25,34,58],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":42,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":22,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":22,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":36,"\u8fd9\u4e09\u4e2a\u5206\u652f":24,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":58,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":43,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":55,"\u8fd9\u4e24\u4e2a\u6807\u51c6":61,"\u8fd9\u4e2a":[34,48],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":25,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":25,"\u8fd9\u4e2a\u51fd\u6570\u7684":37,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":34,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":37,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":22,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":22,"\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":39,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":22,"\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":36,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":21,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":34,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":63,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":21,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":58,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":63,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":22,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":34,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":28,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":39,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":39,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":61,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":22,"\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":36,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":26,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":38,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":48,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":63,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":28,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":37,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":22,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":50,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":36,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":25,"\u8fd9\u4e9b":43,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\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":39,"\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":34,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":39,"\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\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":38,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":39,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":63,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":34,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":38,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":38,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":34,"\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":34,"\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":37,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":21,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":63,"\u8fd9\u5df2\u7ecf\u5728":62,"\u8fd9\u610f\u5473\u7740":37,"\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":47,"\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":33,"\u8fd9\u662f\u56e0\u4e3a":21,"\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":34,"\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":[22,26,43],"\u8fd9\u6837\u4fdd\u8bc1":24,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":47,"\u8fd9\u6837\u5bb9\u5668\u7684":50,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":60,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\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":39,"\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":42,"\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":39,"\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":39,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":47,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":37,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":36,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":50,"\u8fd9\u7bc7\u6587\u6863":38,"\u8fd9\u7bc7\u6587\u7ae0":63,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":34,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":37,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":21,"\u8fd9\u91cc":[25,28,37,38,48,50,56,61],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":28,"\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":34,"\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\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":31,"\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":39,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":28,"\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":43,"\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\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,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":38,"\u8fdb\u5165":62,"\u8fdb\u5165\u5bb9\u5668":49,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":28,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":50,"\u8fdb\u7a0b\u7684":43,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":50,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":50,"\u8fdb\u7a0b\u9700\u8981\u7684":50,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":24,"\u8fdb\u884c\u4e86":34,"\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\u5f00\u53d1":38,"\u8fdb\u884c\u62c6\u89e3":34,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":39,"\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":[31,53],"\u8fde\u63a5":36,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":62,"\u9000\u4f11\u4eba\u5458":59,"\u9000\u51fa\u5bb9\u5668":49,"\u9002\u4e2d":34,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":28,"\u9009":34,"\u9009\u62e9":34,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":58,"\u9009\u62e9\u76ee\u6807\u5206\u652f":38,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":45,"\u9009\u62e9\u8fc7\u540e\u7684":63,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":48,"\u9009\u62e9cephfs\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u670d\u52a1":19,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":59,"\u9009\u9879":[27,54],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":44,"\u901a\u5e38":[22,43,62],"\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":47,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":25,"\u901a\u5e38\u540d\u5b57\u662f":38,"\u901a\u5e38\u60c5\u51b5\u4e0b":42,"\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\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":48,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":37,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":39,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":34,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":47,"\u901a\u7528":44,"\u901a\u77e5":34,"\u901a\u8fc7":[25,34,38,39,43,58],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":36,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":55,"\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":36,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":36,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":38,"\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\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":22,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":31,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":39,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":58,"\u901a\u8fc7data":36,"\u901a\u8fc7volum":48,"\u903b\u8f91\u56de\u5f52":58,"\u9053\u6b49":34,"\u9069":34,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":24,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":59,"\u9075\u5faa\u6587\u7ae0":54,"\u90a3\u4e48":[22,36,39],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":36,"\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":37,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":37,"\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\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":40,"\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":47,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":42,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":42,"\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":42,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":42,"\u90ae\u7f16":59,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":48,"\u90fd":34,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":45,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":26,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":34,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":33,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":34,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":21,"\u90fd\u7528":38,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":38,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":39,"\u914d\u7f6e":62,"\u914d\u7f6e\u4e86\u7f51\u7edc":60,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":55,"\u914d\u7f6e\u5982\u4e0b":54,"\u914d\u7f6e\u6253\u5f00":42,"\u914d\u7f6e\u6587\u4ef6":58,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":39,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":54,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":43,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":37,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":39,"\u914d\u7f6eapi":33,"\u9152\u5e97":34,"\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":45,"\u91c7\u7528multi":25,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\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\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":21,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":56,"\u91cc\u7684\u65e5\u5fd7":43,"\u91cc\u9762\u6db5\u76d6\u4e86":28,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":28,"\u91cd\u547d\u540d\u6210":21,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":42,"\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,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":21,"\u94fe\u63a5\u5f85\u8865\u5145":58,"\u9500\u552e":59,"\u9519\u8bef\u5904\u7406":21,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":21,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":21,"\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":37,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":37,"\u95ee\u9898":26,"\u95f4\u9694":58,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":45,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":45,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":34,"\u9664\u53bbdata\u5c42":58,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":22,"\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\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00build":38,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":61,"\u968f\u673a\u6570\u7684\u79cd\u5b50":45,"\u968f\u673a\u6570seed":44,"\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":45,"\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":43,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":43,"\u96c6\u7fa4\u5de5\u4f5c":43,"\u96c6\u7fa4\u6d4b\u8bd5":44,"\u96c6\u7fa4\u8bad\u7ec3":44,"\u96c6\u7fa4\u8fdb\u7a0b":43,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":43,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":43,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":43,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":42,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":50,"\u9700\u8981\u4fdd\u5b58\u4e00\u4e9b\u9884\u7f6e\u7684\u516c\u5f00\u6570\u636e\u96c6":19,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":38,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":48,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":38,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":50,"\u9700\u8981\u5728":43,"\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":40,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":22,"\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\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":24,"\u9700\u8981\u5f15\u7528":22,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":34,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":31,"\u9700\u8981\u660e\u786e\u6307\u5b9a":45,"\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\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":21,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":50,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[24,45,60],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":39,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":34,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":22,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":36,"\u975e\u5e38\u6570":39,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":39,"\u97f3\u4e50\u5267":59,"\u987a\u5e8f":34,"\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\u63d0\u4ea4\u94a9\u5b50":38,"\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\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":[3,26,34,37,39,54,56,58,61,62],"\u9996\u5148\u4e0b\u8f7dcifar":55,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":27,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":38,"\u9996\u5148\u5b89\u88c5paddlepaddl":62,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":39,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":39,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":63,"\u9996\u5148\u901a\u8fc7":38,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":31,"\u9a71\u52a8":40,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":59,"\u9ad8\u4eae\u90e8\u5206":34,"\u9ad8\u53ef\u7528":48,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":37,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":25,"\u9ed1\u8272\u7535\u5f71":59,"\u9ed8\u8ba4":[3,45,63],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u9ed8\u8ba4\u4e0d\u663e\u793a":45,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":36,"\u9ed8\u8ba4\u4e3a0":[45,47],"\u9ed8\u8ba4\u4e3a1":[3,47],"\u9ed8\u8ba4\u4e3a100":47,"\u9ed8\u8ba4\u4e3a4096mb":45,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":60,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":36,"\u9ed8\u8ba4\u4e3anull":45,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":45,"\u9ed8\u8ba4\u503c":[27,33,47],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":36,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[25,43,62],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":62,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":34,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":62,"\u9ed8\u8ba4\u7684":49,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":47,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":43,"adamax\u7b49":58,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":58,"api\u4e2d\u4f7f\u7528":21,"api\u5bf9\u6bd4\u4ecb\u7ecd":35,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":22,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":22,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":22,"api\u63a5\u53e3":48,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":22,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":40,"api\u65f6":22,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":22,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":22,"api\u66b4\u9732\u7684\u7c7b\u578b":22,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":22,"api\u7684\u5b9e\u4f8b":22,"api\u7684\u5b9e\u73b0\u7ec6\u8282":22,"api\u7684\u63a5\u53e3":22,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":22,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":22,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":22,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":22,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":25,"atlas\u7684\u8def\u5f84":27,"avx\u7684\u955c\u50cf":28,"awselasticblockstore\u7b49":48,"batch\u4e2d\u5305\u542b":25,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":45,"batches\u6b21":45,"bin\u548c\u8bc4\u5206\u6587\u4ef6":60,"blas\u7684\u8def\u5f84":27,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":28,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":24,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":28,"book\u7684":31,"book\u7684docker\u955c\u50cf":28,"bool\u578b\u53c2\u6570":3,"boolean":[9,21],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":24,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":24,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":28,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":28,"byte":25,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":21,"c\u6709\u6807\u51c6\u7684abi":21,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":21,"caoying\u7684pul":63,"case":[9,22,23,42],"class":[6,7,8,9,10,11,12,13,15,16,21,25,39,62],"cmake\u4e2d\u5c06":42,"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":42,"conf\u4f5c\u4e3a\u914d\u7f6e":63,"const":39,"container\u4e2d":49,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":22,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":22,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":22,"core\u6982\u5ff5":22,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":31,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":25,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":47,"count\u548cgpu":47,"cpu\u7248\u672c":30,"cuda\u5e73\u53f0":30,"cuda\u5e93":45,"cudnn\u5e93":[27,45],"dat\u4e2d":60,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":50,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":34,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":34,"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,"deb\u5305":24,"deb\u5305\u7f16\u8bd1\u95ee\u9898":24,"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":36,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":36,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":36,"decoer\u67b6\u6784":36,"default":[7,8,9,10,12,13,15,16,47,49,50,62],"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\u5b58\u5728\u95ee\u9898":28,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":40,"docker\u7684\u5b98\u7f51":40,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":28,"dockerfile\u4f4d\u4e8epaddlepaddl":28,"dockers\u8bbe\u7f6e":28,"dropout\u7684\u6bd4\u4f8b":39,"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":34,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":36,"encoder\u8f93\u51fa":36,"entropy\u4f5c\u4e3acost":25,"evaluator\u7684\u503c\u4f4e\u4e8e0":63,"export":[25,28,30,55],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,31],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":47,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":47,"final":[10,60],"float":[3,7,8,9,11,13,26,42,56,60],"float\u7b49":47,"function":[9,10,11,13,16,17,20,23,37,62],"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":38,"github\u9996\u9875":38,"golang\u53ef\u4ee5\u4f7f\u7528":21,"golang\u7684":21,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":42,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":28,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":41,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":45,"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":35,"gru\u6216lstm":37,"gru\u6a21\u578b":58,"gru\u6a21\u578b\u914d\u7f6e":58,"h\u5e76\u4e0d\u56f0\u96be":21,"hot\u7a20\u5bc6\u5411\u91cf":60,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":40,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,31],"id\u4e3a0\u7684\u6982\u7387":58,"id\u4e3a1\u7684\u6982\u7387":58,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":45,"id\u6307\u5b9a\u7684gpu":47,"id\u65e0\u6548":45,"image\u91cc":49,"imagenet\u6570\u636e\u96c6\u7b49":19,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"imdb\u6570\u636e\u96c6\u5305\u542b25":62,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":62,"imdb\u7684\u6570\u6910\u96c6":62,"import":[3,5,8,9,16,25,26,31,40,54,55,56,60,62,63],"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,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,23,34,39,47,58,60,61],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":21,"issue\u7f16\u53f7":38,"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":41,"kubernetes\u5355\u673a\u8bad\u7ec3":41,"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":34,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":34,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":36,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":31,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":39,"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\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":24,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":47,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":47,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":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":36,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":37,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":37,"memory\u53ea\u80fd\u5728":36,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":34,"memory\u6307\u5411\u4e00\u4e2alay":36,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":37,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":34,"memory\u7684":37,"memory\u7684\u521d\u59cb\u72b6\u6001":36,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":34,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":36,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":37,"memory\u7684i":36,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":36,"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\u505a\u5206\u652f\u7ba1\u7406":24,"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,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[9,13,17,20,23,38,39],"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,"note\u7684\u4e66\u5199":24,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":28,"null":[9,39,45,60],"num_gradient_servers\u53c2\u6570":50,"openblas\u7684\u8def\u5f84":27,"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":34,"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\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":21,"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":34,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":25,"paddle\u4f7f\u7528git":24,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":21,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":21,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":24,"paddle\u66ff\u6362\u6210":28,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":24,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":24,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":24,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":49,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":21,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":22,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":21,"paddle\u7684c":22,"paddle\u7684dock":49,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":28,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":22,"paddle\u955c\u50cf":49,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":21,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":22,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":21,"paddle_\u7c7b\u578b\u540d":22,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":22,"paddlepaddle\u4e2d":[33,36],"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":34,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":31,"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":31,"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\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":28,"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":34,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":39,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":34,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,31],"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\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":28,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"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\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":31,"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\u6587\u6863\u4f7f\u7528":40,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":40,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[26,31],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":28,"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":40,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":40,"paddlepaddle\u7684\u6e90\u7801":38,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":29,"paddlepaddle\u7684bas":39,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":29,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":34,"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":36,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":36,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":50,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":28,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":45,"pass\u5230":63,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":45,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":45,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":45,"passes\u8f6e":45,"patch\u53f7":24,"patch\u53f7\u52a0\u4e00":24,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":47,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":45,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":45,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":45,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":45,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":62,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":62,"period\u6574\u9664":45,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":45,"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,"prod\u7684\u751f\u4ea7\u955c\u50cf":28,"public":[13,39,49,62],"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":[2,4,25,37,58,60],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":25,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":26,"python\u5305":40,"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":39,"query\u6539\u5199":63,"rate\u4e3a0":63,"rate\u4e3a5":63,"rate\u88ab\u8bbe\u7f6e\u4e3a0":55,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":50,"release\u9875\u9762":24,"repo\u7684\u6839\u76ee\u5f55":28,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":59,"resnet\u6a21\u578b":57,"return":[3,9,10,12,13,15,16,19,26,31,34,37,39,50,56,58,60],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":34,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":34,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":36,"rnn\u6a21\u578b":58,"rnn\u76f8\u5173\u6a21\u578b":41,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"search\u7684\u65b9\u6cd5":45,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":34,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":36,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":45,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"sh\u6765\u8bad\u7ec3\u6a21\u578b":55,"sh\u6765\u8fdb\u884c\u6784\u5efa":40,"sh\u8c03\u7528\u4e86":56,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":25,"size\u4e3a1":63,"size\u4e3a50":63,"size\u4e3a512":45,"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":39,"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":22,"step\u51fd\u6570\u4e2d\u7684memori":36,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":36,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"super":39,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":21,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":21,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"swig\u76f4\u63a5\u8bfb\u53d6c":21,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":21,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":22,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":28,"tag\u4e3a":24,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":63,"tests\u7684paddlepaddl":38,"tflops\u4e86":42,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":31,"true":[7,8,9,10,12,13,15,16,23,25,34,37,39,47,50,56,60,61,62,63],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"try":[11,17,20,23,25,60],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":22,"type\u662fon":60,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":24,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":29,"ubuntu\u90e8\u7f72paddlepaddl":29,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":45,"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":[21,22,39],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":48,"w0\u548c":56,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":56,"while":[7,13,23,50,63],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":34,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":31,"x\u548cwindow":28,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":28,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":31,"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":45,AGE:49,AWS:[19,48,51,52],And:[8,9,11,13,23],But:[9,10,25],EOS:9,For:[5,8,9,11,13,16,20,23,30,42],IDs:13,NFS:48,Not:[16,17],One:[8,10,15],QoS:49,TLS:16,That:[9,13,23],The:[3,6,7,8,9,10,11,13,15,16,17,20,22,23,39,50,58,60,61,63],Their:[9,17],Then:[9,60],There:[8,9,13,15,16,17],Use:[16,23],Used:10,Using:[17,62],Will:[13,15],With:[9,10],Yes:28,___embedding_0__:50,___embedding_1__:50,__init__:39,__list_to_map__:60,__main__:[5,56],__meta__:60,__mse_cost_0__:50,__name__:[5,56],__rnn_step__:37,_link:10,_proj:9,_recurrent_group:37,_res2_1_branch1_bn:56,_source_language_embed:[37,54],_target_language_embed:[37,54],aaaaa:19,abc:9,abl:[9,16],about:[9,10,61,63],abov:[3,9,16,17,20,42],abs:10,acceler:18,accept:[13,16,23,61],access:[9,10,16,20],accord:[8,9],accrod:10,accumul:17,accuraci:8,acl:62,aclimdb:62,across:9,act:[9,10,25,26,31,34,37],act_typ:58,activ:[9,10,14,31,58],activi:10,actual:9,adadelta:[25,58],adagrad:58,adam:[16,58,62],adamoptim:[54,58,62,63],adapt:[8,11],add:[9,10,13,38,60],add_input:39,add_test:39,add_to:9,add_unittest_without_exec:39,addbia:39,added:[8,38],addit:[9,10],address:17,addrow:39,addtolay:9,adversari:23,affect:9,afford:20,afi:3,after:[9,13,20],again:[16,17],age:[13,50,60],agg_level:[9,33,34],aggregatelevel:[9,33,34],aircraft:63,airplan:55,aistat:9,alex:[9,62],alexnet_pass1:47,alexnet_pass2:47,algo_hrnn_demo:34,algorithm:[9,11,20,54,62,63],align:[9,10,13,63],all:[3,7,8,9,11,16,17,22,36,50,60,61,62],alloc:7,allow:[16,58],allow_only_one_model_on_one_gpu:[44,45,47],almost:10,alreadi:[17,25,30],also:[9,10,13,16,23,42,58],alwai:[9,10,15,23,50],amazon:49,ambigu:23,amd64:48,analysi:[61,62],ani:[9,10,13,16,17,23],annot:61,annual:61,anoth:[9,16],anyth:[13,23,61],api:[13,15,16,24,42,50,53,62],api_trainer_config:60,api_trainer_config_helpers_data_sourc:60,api_trainer_config_helpers_lay:[37,58],api_trainer_config_helpers_layers_context_project:60,api_trainer_config_helpers_layers_cos_sim:60,api_trainer_config_helpers_layers_data_lay:60,api_trainer_config_helpers_layers_embedding_lay:60,api_trainer_config_helpers_layers_fc_lay:60,api_trainer_config_helpers_layers_pooling_lay:60,apiserv:48,apivers:[48,49,50],apo:63,append:[3,15,23,34,37,50,60],append_gradient_machin:15,appleyard:42,appli:[9,10],applic:[42,49],approach:[9,58],apt:[30,55],arbitrari:9,architectur:63,archiv:[13,21,22],arg:[3,8,9,10,13,25,26,50,55,56,58,60,61,62],arg_nam:9,argpars:50,args_ext:50,argument:[3,9,13,20,50,58,60,61],argumentpars:50,argv:56,around:[3,9],arrai:[5,9,13,15,23,31,56],articl:38,arxiv:[9,10,62],ask:17,assert:5,assign:[9,20],associ:61,assum:9,astyp:23,asyc:17,async:[17,44],async_count:[44,45],async_lagged_grad_discard_ratio:45,async_lagged_ratio_default:[44,45],async_lagged_ratio_min:[44,45],asynchron:17,atla:27,atlas_root:27,attenion:10,attent:[9,10,63],attr:[7,9,10],attribut:[9,10,14],auc:44,auc_evalu:8,author:48,authorized_kei:43,auto:[21,39,42],automat:[9,16,63],automaticli:9,automobil:55,avail:17,averag:[8,9,12,20,61],average_test_period:[44,45,61],averagepool:9,avg:[33,42,58],avgcost:[58,60,62,63],avgpool:[9,58],avoid:[17,42],avx:28,await:49,awar:[16,17],azur:48,b2t:54,b363:49,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:49,back:17,backward:[6,9,10,39],backward_first:37,backwardactiv:39,bag:58,baidu:[9,49],balasubramanyan:62,bank:61,bardward:10,bare:[48,49],barrierstatset:42,base:[9,10,12,13,16,20],baseactiv:9,baseev:15,basematrix:39,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,60],bash:[28,38,40,49,50],basic:[9,15],batch:[9,10,11,13,15,16,17,19,26,31,43,49,50,55,56,58,60,62,63],batch_0:56,batch_id:[15,31],batch_norm:10,batch_norm_typ:9,batch_read:[19,23],batch_siz:[13,25,26,31,43,54,55,58,60,62,63],batchsiz:[9,39],bbbbb:19,bcd:9,bcebo:13,beam:[9,37,63],beam_gen:[9,37],beam_search:[15,36,37],beam_siz:[9,37,44,45,47],beamsiz:63,becaus:[9,13,16,17,23,34],been:[20,61],befor:[9,10,17,23,25,60],begin:[8,9],beginiter:[15,16],beginn:37,beginpass:[15,16],begintrain:16,being:[17,23],belong:9,below:[9,13,17,23],benefit:10,bengio:9,bertolami:62,besid:[9,13],best:[9,60],best_model_path:61,besteffort:49,beta1:11,beta2:11,beta:56,better:[9,10],between:[9,11,17,22,63],bgr:56,bi_gru:10,bi_lstm:10,bia:[9,10,11,39,56],bias:9,bias_attr:[9,10,25,26,34,37],bias_param:25,bias_param_attr:10,biases_:39,biasparameter_:39,biassiz:39,bidi:49,bidirect:[10,61,62],bidirectional_lstm_net:62,bigger:17,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:42,bin:[28,30,43,48,49,50,60],binari:[8,9,13,58],bird:55,bitext:63,blank:9,bleu:63,block:[9,18,20],block_i:9,block_x:9,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:62,book:13,bool:[7,8,9,10,12,13,39,45,47,58,60,62],boot:[9,36,37],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,34,37],boot_with_const_id:9,bos_id:[9,37],both:[6,7,9,10,16,17],bottom:58,bow:[19,58],branch:[9,16,24,38],brendan:62,broadcast:17,broken:38,browser:28,bryan:62,buf_siz:13,buffer:[13,23],buffered_read:23,bug:38,build:[13,28,38,50,51,52,63],build_dict:13,build_doc:40,built:42,bunk:62,c11:21,c703c041:38,c99:22,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:[8,9,10,11,17],call:[9,10,16,20,42,50,58],callabl:[9,13],callback:39,calrnn:34,caltech:55,can:[7,8,9,10,13,16,17,20,23,42,58],can_over_batch_s:[3,61],candid:9,capi:21,capi_prvi:22,caption:63,card:43,care:[10,23],cat:[28,50,55,56,62],categori:[9,13,17,58],categorig:13,categoryfil:49,caus:17,ccb2_pc30:63,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10],ceph:[19,48],certif:[16,48],cffi:21,cfg:49,cgo:21,chain:13,challeng:17,chanc:16,chang:[9,13,20,23,38,62],channel:[9,42],char_bas:60,check:[3,13,25,30,38,39,45],check_align:13,check_eq:39,check_fail_continu:3,check_l:39,check_sparse_distribution_batch:[44,45],check_sparse_distribution_in_pserv:[44,45],check_sparse_distribution_ratio:[44,45],check_sparse_distribution_unbalance_degre:[44,45],checkgrad:45,checkgrad_ep:45,checkout:38,chunk:20,chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:55,cifar_vgg_model:55,claimnam:50,clang:[21,28,38],class1:62,class2:62,class_dim:62,classic:9,classif:[9,58,62,63],classifi:56,classification_cost:[25,34,55,58],classification_error_evalu:[8,58,62,63],classification_error_printer_evalu:8,clean:[25,38],client:48,clip:[7,45,58],clock:9,clone:28,close:[3,23,38],cloud:17,cluster:[16,17,43,48,50],cluster_train:43,cmake:[22,25,27,38,40,42],cmakelist:39,cmatrix:[21,22],cna:9,cnn:[9,49,58],code:[3,5,13,16,23,28,39,49,60],coded_stream:25,codedinputstream:25,coeff:9,coeffici:9,collabor:17,collect:[9,13,15],collectbia:39,color:[55,56],colour:13,column:[8,9,23],column_sum_evalu:8,com:[9,10,13,28,30,38,48,49,56],combin:[9,10,13,15,60],command:[39,47,49,50,51,52],commandlin:[42,50],comment:[10,34,50,58],commit:49,common_util:[43,60],commun:17,compil:30,complet:[9,10,13,15,17,20,49,50],complex:[10,23],complic:9,compos:[13,16],composenotalign:13,compress:20,comput:[9,10,16,17,61,62],conat:9,concat:63,concat_lay:37,concaten:10,concept:16,concern:16,concurr:17,condit:[9,20,49],conf:[5,9,25,34,43,50,54,56,63],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:[7,9,10,26,31,39,43,44,45,47,48,49,50,55,58,60,61,62,63],config_:45,config_arg:[44,45,47,56,58,61,62],config_bas:[8,9,10,15],config_fil:61,config_gener:[43,60],config_lay:39,config_pars:[5,39],configprotostr:25,configur:[9,39,54,56,63],conflict:38,confront:63,conll05st:61,conll:[13,61],connect:[10,49,58],connectionist:[9,62],connor:62,consequ:[9,10],consid:[8,9,11],consider:10,consist:[9,13,20,23],construct:[16,60],construct_featur:60,consum:17,contact:17,contain:[3,8,9,10,12,13,15,16,20,49,50,58],context:[3,9,10,13,37,48],context_attr:10,context_len:[9,10,58,60],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,60],context_start:[9,10,58],continu:17,contrast:9,control:[7,49,63],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convert:[3,5,13,19,23,58,60],convlay:9,convolut:[9,10],convoper:9,convtran:9,convtranslay:9,cool:38,coordin:17,copi:[15,16,20,60],core:[7,22],corpora:63,corpu:[13,61],correct:[8,9],correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cos_sim:60,cosin:9,cost:[11,15,16,26,31,60,62,63],cost_id:9,could:[9,13,15,16,20,23],couldn:30,count:[17,23,42,45,47,49,60,61,62,63],counter:[17,20],cpickl:60,cpp:[21,22,25,34,39,42,50,58,60,63],cpu:[3,7,9,24,28,30,42,47,49,50,61],cpuinfo:28,cpusparsematrix:22,crash:[17,42],creat:[7,9,13,15,16,17,31,38,39,49,50],create_bias_paramet:39,create_input_paramet:39,createfromconfigproto:5,creator:[13,19],crf:61,critic:62,crlf:38,crop:56,crop_siz:56,cross:[9,25,58],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:48,csc:39,cslm:63,csr:39,ctc:8,ctc_error_evalu:8,ctest:[28,38],ctrl:[43,60],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:[30,42,43,45],cuda_dir:[44,45],cuda_so:[25,28],cuda_visible_devic:25,cudaconfigurecal:42,cudadevicegetattribut:42,cudaeventcr:42,cudaeventcreatewithflag:42,cudafre:42,cudagetdevic:42,cudagetdevicecount:42,cudagetdeviceproperti:42,cudagetlasterror:42,cudahostalloc:42,cudalaunch:42,cudamalloc:42,cudamemcpi:42,cudaprofilerstart:42,cudaprofilerstop:42,cudaprofilestop:42,cudaruntimegetvers:42,cudasetdevic:42,cudasetupargu:42,cudastreamcr:42,cudastreamcreatewithflag:42,cudastreamsynchron:42,cudeviceget:42,cudevicegetattribut:42,cudevicegetcount:42,cudevicegetnam:42,cudevicetotalmem:42,cudnn:[9,12],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[44,45],cudnn_convt:9,cudnn_dir:[44,45],cudnnv5:27,cudrivergetvers:42,cuinit:42,cumul:9,curl:48,current:[3,9,17,48,58],current_word:37,currentcost:[58,60,62,63],currentev:[58,60,62,63],curv:16,custom:16,custom_batch_read:23,cutoff:13,cycl:17,cyclic:9,cython:21,dalla:3,dan:61,darwin:48,dat:[13,43,60],data:[3,8,10,11,15,16,19,20,25,30,31,34,43,44,49,50,51,54,55,56,58,60,61,62,63],data_config:5,data_dir:[54,55,62,63],data_feed:13,data_fil:26,data_initialz:58,data_lay:[3,25,26,34,37,55,58,60,61],data_nam:13,data_read:[13,23],data_reader_creator_random_imag:23,data_typ:[9,13,31],databas:13,datadim:9,datalay:9,dataprovid:[2,25,26,37,43,50,58,60,61],dataprovider_:58,dataprovider_bow:58,dataprovider_emb:58,dataproviderconvert:5,datasci:9,dataset:[19,23,31,56,58,59,62,63],date:61,db_lstm:61,dcudnn_root:27,dead:17,deb:[30,38],decai:11,decent:20,decid:[16,23],declar:9,decod:[9,10,36,37,63],decoder_boot:37,decoder_group_nam:37,decoder_input:37,decoder_mem:37,decoder_prev:10,decoder_s:37,decoder_st:[10,37],deconv:9,deconvolut:9,decor:[3,13],deep:[9,42,55,56],deer:55,def:[3,5,9,13,16,19,23,25,26,31,34,37,39,50,56,58,60,61],defalut:9,default_decor:50,default_devic:47,default_valu:47,defin:[3,9,10,13,16,17,23,25,31,58,60],define_py_data_sources2:[3,25,26,55,56,58,60],defini:63,definit:[13,17,20,54],degre:9,del:60,delar:58,delet:[17,38],delimit:[8,60],demand:17,demo:[5,9,13,37,43,49,51,54,55,56,58,60,62,63],dens:[9,13,60],dense_vector:[3,5,9,13,26,31,60],dense_vector_sequ:13,depend:17,deriv:[6,16],descent:[9,17],describ:[16,20,49,58],descript:50,deseri:15,design:[9,13,21],desir:[17,49],detail:[7,9,10,11,20],detect:[8,38],determin:[9,13],dev:[25,28,38,55,60,63],develop:[24,38,63],deviat:7,devic:[7,25,28,47],deviceid:47,devid:9,dez:62,dict:[3,13,15,25,34,50,58,60,62,63],dict_dim:[25,34,62],dict_fil:[8,34,37,58,61],dict_siz:13,dictionai:58,dictionari:[3,8,9,13,15,16,25,58,63],dictrionari:58,dictsiz:63,diff:38,differ:[8,9,17],digit:9,dim:[13,39,54,62],dimens:[6,9,12,13,25,58],dimes:9,din:60,dir:[43,50,56,60,61,62,63],direct:[9,10],directli:10,directori:[19,38,42,49],disabl:25,discard:[13,17,20,38,45],discount:9,discov:17,discuss:[16,20],disput:63,dist_train:16,distanc:8,distribut:[9,20,45,51,52],distribute_test:[44,45],disucss:16,divid:11,diy_beam_search_prob_so:[44,45],dmkl_root:27,do_forward_backward:23,doc:[5,10,13,28,40,50],doc_cn:40,docker:[24,25,28,38,49,50,51,52],docker_build:16,docker_push:16,dockerfil:[28,38,50],dockerhub:28,document:10,documentari:3,doe:[10,17,20,23],doesn:[7,9,13,16,23],dog:[55,56],don:[10,16,23],done:[9,10,17,20,42,50],dot:63,dot_period:[45,47,50,55,60,62,63],dotmuloper:9,dotmulproject:9,doubl:45,down:42,download:[13,17,49],download_cifar:55,doxygen:38,dpkg:30,dpython_execut:25,dpython_include_dir:25,dpython_librari:25,drop_rat:7,dropout:[7,9],dropout_r:10,drwxr:49,dso_handl:30,dtoh:42,dtype:[5,26,56],dubai:63,due:[20,60],dummi:20,durat:20,dure:[3,9,17,20,58,63],dwith_c_api:22,dwith_gpu:27,dwith_profil:42,dwith_python:22,dwith_swig_pi:22,dwith_tim:42,dynam:[3,22,23],dynamic_cast:39,each:[3,8,9,12,13,15,17,20,23,58,60],each_feature_vector:6,each_meta:60,each_pixel_str:3,each_sequ:[9,33,34],each_time_step_output:6,each_timestep:[9,33],each_word:3,eaqual:9,eas:[13,23],easi:23,easier:[16,23],easili:[16,23],ec2:48,echo:[25,28,60,62],edit:8,edu:[13,49,55],efg:9,either:[9,13,15,16,58],electron:49,elem_dim:9,element:[8,9,10,13,15,20,23],elif:[16,60],els:[9,16,28,34,39,56,58,60],emb1:34,emb2:34,emb:[25,34,49,58],emb_group:34,emb_sum:25,embed:[16,54,60,62],embedding_lay:[25,34,37,58,60],embedding_nam:[9,37],embedding_s:[9,37],empir:9,emplace_back:39,empti:[8,13,17,26],enabl:[7,20,42],enable_grad_shar:[44,45],enable_parallel_vector:45,enc_proj:[10,37],enc_seq:10,enc_vec:37,encod:[10,20,34,63],encoded_proj:[10,37],encoded_sequ:[10,37],encoded_vector:37,encoder1:34,encoder1_expand:34,encoder1_rep:34,encoder2:34,encoder2_rep:34,encoder_last:9,encoder_proj:37,encoder_s:37,end:[8,9,23,37,38,61,62],end_pass:16,enditer:[15,16,31],endpass:[15,16],endtrain:16,english:[9,63],ensembl:10,ensur:17,entir:[9,10],entri:[13,20],entropi:[9,58],enumer:[6,25,58,60],enumerate_data_types_of_data_lay:13,env:[25,50],environ:[16,25,42,49],eol:38,eos_id:[9,37],epsilon:11,equal:[9,10,17,34],equat:[9,10,11],equival:[9,16],error:[7,8,9,11,16,20,25,45,58,60,62,63],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:49,etc:[13,23,63],etcd:[17,20],eth0:[43,50],eval:[8,58,60,62,63],eval_bleu:63,evalu:[9,14,15,42,43,60,62,63],evaluate_pass:62,even:[16,23],event:[31,49],event_handl:[15,16,31],everi:[8,9,10,13,16,17,20],exactli:[8,9,10],exampl:[9,10,11,13,15,23,56,58],exc_path:25,exceed:9,except:[13,60],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:48,exec:28,execut:[17,20],exist:[16,17,23,62],exit:49,expand:34,expand_a:[9,33,34],expand_lay:34,expand_level:[9,33],expandconvlay:9,expandlevel:[9,33],expect:9,expir:17,explain:[8,17],explan:9,explicit:39,explicitli:16,explor:9,exponenti:6,express:16,extend:60,extent:22,extern:[21,22],extra:[7,9,10],extra_input:9,extra_lay:15,extraattr:[7,47],extraattribut:[9,10],extraattributenon:9,extract:[9,54,56,61],extract_fea_c:56,extract_fea_pi:56,extralayerattribut:[7,9],extrapaddl:10,extrem:9,f1205:25,f120da72:49,fa0wx:49,fabric:43,facotr:9,factor:[7,9,11],factori:21,fail:[17,20,25,30,45,49],failur:17,fake_imag:23,fals:[7,8,9,10,11,13,23,25,26,31,34,37,39,47,49,54,58,60,61,62,63],false_label:23,false_read:23,faq:53,fast:[9,20,42],faster:[9,10,17],fault:20,fbd1f2bb71f4:49,fc1:[39,47],fc2:47,fc3:47,fc4:47,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,25,26,34,47,58,60],fc_mat:15,fc_name:10,fc_param:25,fc_param_attr:10,fclayer:39,fdata:[34,61],fea:56,fea_output:56,feat:62,featur:[3,6,9,13,38,56,58,60,61],feature_a:25,feature_b:25,feature_map:60,feed:[10,13,15,16,31],feeder:13,fernan:62,festiv:3,fetch:[13,17,38],few:[17,23],fewer:9,fg0:9,field:[9,15,60],figur:[16,54,63],file1:63,file2:63,file:[3,8,9,13,15,16,17,19,20,22,23,38,56,58,59,60,62,63],file_list:3,file_nam:[26,34,56,58,61],filenam:[3,19,25,60],filer:9,fill:[9,17,20,58],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,17,30],fine:[7,20],finish:[17,20,49],first:[9,13,16,17,20,58,60],first_seq:37,firstn:13,firstseen:49,fit:13,fix:[7,21,38],flag:13,flexiabl:23,flexibl:[9,10,16],flight:63,float32:[5,13,23,26,56],floor:9,flow:24,fly:58,folder:[19,63],follow:[8,9,10,11,13,16,17,20,23,51,52,60],forbid:16,force_load:21,forget:[11,16],form:[10,11],format:[8,20,38,39],former:16,formula:[9,10],formular:9,forward:[6,10,39],forwardactiv:39,forwardtest:5,found:9,frame:8,framework:[16,58],free:13,french:63,frequenc:13,frequent:[20,23],frog:55,from:[3,5,9,10,13,15,17,19,20,23,25,26,28,36,42,49,54,55,58,60,61,62,63],from_sequ:33,from_timestep:[9,33],fromfil:[23,26,56],fulfil:42,full:[9,17],full_matrix_project:[10,34,37],fulli:58,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:39,func:[3,13,20],further:9,fusion:60,gain:9,gamma:56,gan:16,gate:[9,10],gate_act:[9,10,34],gate_recurr:9,gather:[9,60],gauss:7,gcc:[21,28],gce:48,gcepersistentdisk:48,gdebi:30,gen:[9,63],gen_conf:63,gen_data:63,gen_result:63,gen_trans_fil:37,gender:[13,50,60],gener:[3,8,9,10,13,15,16,17,19,20,23,42,47,50,54,58,63],generated_word_embed:9,generatedinput:[9,36,37],genr:[50,60],gereat:8,get:[3,9,10,13,15,20,30,39,49,55,58,60,61,62],get_batch_s:61,get_best_pass:62,get_config_arg:[47,58,60,62],get_data:[49,58,61],get_dict:13,get_embed:13,get_imdb:62,get_input_lay:39,get_model:56,get_movie_title_dict:13,get_output_attr:10,get_sample_from_lin:25,get_shap:15,get_word_dict:13,getbatchs:39,getenv:[16,50],gethostbynam:50,gethostnam:50,getidmap:50,getinput:39,getinputgrad:39,getinputvalu:39,getoutputgrad:39,getoutputvalu:39,getparameterptr:39,getpodlist:50,getsiz:39,gettask:20,gettranspos:39,getw:39,getweight:39,getwgrad:39,gildea:61,gist:10,git:[24,28,38],github:[9,10,28,30,38,56],give:[3,17],given:[13,15,23,58],global:[7,16,17,42,60],global_learning_r:7,globalstat:42,globalstatinfo:42,globe:3,glusterf:48,gob:20,godoc:21,goe:[9,10,17],good:[9,23],goodfellow13:9,googl:[16,25],googleapi:48,gpu:[7,9,12,24,25,28,30,42,47,56,61,62,63],gpu_id:[25,45,47],gpugpu_id:44,grab:17,grad:45,grad_share_block_num:[44,45],gradient:[7,8,9,11,15,17,20,45,50,58],gradient_clipping_threshold:[7,58,62],gradient_machin:[15,22],gradient_printer_evalu:8,gradientmachin:[5,15,22,50,60,63],gram:54,graph:[9,15,17],grave:62,greater:9,grep:[28,62],groudtruth:37,ground:[8,9,63],group:[10,20],group_id:60,group_input:[34,37],grouplen:[13,59],gru:[9,58],gru_attr:10,gru_bias_attr:10,gru_decod:37,gru_decoder_with_attent:37,gru_encoder_decod:[54,63],gru_memori:10,gru_siz:58,gru_step:[10,37],gru_step_lay:37,grumemori:[10,37],gserver:[9,39],gsizex:42,guid:49,gur_group:10,gzip:[20,49],hadoop:16,handl:[16,23],handler:15,handwrit:62,happen:20,harvest:58,has:[9,10,11,13,16,17,20,42,58,61],has_kei:15,hassubseq:34,have:[8,9,10,13,16,17,20,23],hdf:19,head:62,header:[22,26,56,60],height:[9,13,21,23,39],held:17,hello:16,help:[5,38],helper:[9,10],here:[7,9,10,13,16,17,23],heurist:[9,63],hidden:[9,10,25,60],hidden_a:25,hidden_b:25,hidden_dim:34,hidden_s:[10,60],hierach:36,hierarch:[9,34],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:30,hl_get_sync_flag:39,hold:[16,17,20],home:[19,43,49,50],honor:20,hook2:34,hook:[34,60,61],horizont:9,hors:55,horst:62,host:[43,49],hostnetwork:50,hostpath:[48,49,50],hot:58,hous:[3,13],how:[7,9,16,17,20],howardjohnson:34,howev:[10,23],howto:50,hpp:21,html:[13,55],htod:42,http:[9,10,13,28,30,38,48,49,55,56,59,63],huber:9,huge:9,huina:62,hyper:9,hyperplan:13,i0601:60,i0706:63,i0719:63,i1116:50,i1117:42,ib0:43,ics:13,icwsm:62,id_input:[8,37],idea:[9,23],identityoffsetproject:9,identityproject:9,idmap:50,ids:[8,9,25,58,60],idx:[20,39],ieee:62,ignor:[3,8,9],ijcnlp:62,illustr:17,ilsvrc:56,imag:[12,13,16,23,38,49,50,51,52,55,56,63],image_a:23,image_b:23,image_classif:55,image_fil:23,image_lay:23,image_list_provid:56,image_nam:16,image_path:23,image_provid:55,image_reader_cr:23,image_s:56,imagenet:19,imagepullpolici:50,imageri:9,images_reader_cr:23,imdber:62,img:[3,9,55],img_conv:10,img_pool:10,img_siz:55,imgsiz:42,imgsizei:42,imgsizex:42,immutable_paramet:16,implement:[9,10,11,13,20,21,22],importerror:60,inarg:5,inc_path:25,includ:[9,10,13,16,21,22,38,42],incorrect:9,increas:[17,20,25],incupd:39,inde:[13,23],independ:9,index:[8,9,12,13,15,17,20,34,60],indexslot:9,indic:[8,9],individu:17,industri:17,infer:[16,17,21],infiniband:43,info:[8,9,13,31,34,39,43,50],inform:13,ininst:16,init:[7,31,39,50,60,61],init_hook:[34,58,60,61],init_model_path:[44,45,47,54,58,61],initi:[3,7,9,13,20,45,58],initial_max:[7,25],initial_mean:[7,9,25],initial_min:[7,25],initial_std:[7,9,25],initpaddl:5,inlcud:10,inner:[25,34],inner_:34,inner_mem:34,inner_param_attr:10,inner_rnn_output:34,inner_rnn_st:34,inner_rnn_state_:34,inner_step:34,inner_step_impl:34,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,23,25,26,31,33,34,36,37,39,47,50,54,55,58,60,61,63],input_data:39,input_data_target:39,input_featur:6,input_fil:[26,61],input_hassub_sequence_data:39,input_id:9,input_imag:[10,55],input_index:39,input_label:39,input_lay:39,input_nam:16,input_sequence_data:39,input_sequence_label:39,input_sparse_float_value_data:39,input_sparse_non_value_data:39,input_t:39,input_typ:[25,26,34,37,58,60],inputdef:39,inputlayers_:39,inputtyp:13,insert:38,insid:[8,9,17,23],instal:[25,30,38,43,49,55,60],instanc:[9,17,19],instanti:17,instead:[9,10,12,23],int32:45,integ:[3,8,9,13,20,21,31,58],integer_sequ:25,integer_valu:[3,13,25,31,34,58],integer_value_sequ:[3,13,34,37,58,61],integer_value_sub_sequ:34,integr:61,inter:9,intercept:9,interfac:[7,9,10,20,43],intergr:9,intern:[9,10,13,15],internet:17,interpret:8,introduc:17,invalid:23,invok:[3,9,15,42,60],iob:8,ioe:8,ip_str:50,ipc:48,ips:50,ipt:[9,25,34,37],ipython:16,is_gener:[9,54,63],is_kei:60,is_loc:15,is_predict:[58,60,62],is_seq:[9,37,60],is_sequ:60,is_stat:7,is_test:[56,61,62],is_train:3,isinst:[5,31],ispodallrun:50,isspars:39,item:[9,13,15,23,50],iter:[3,9,10,11,13,15,16,17,23],its:[3,8,9,10,16,17,20,30,42],itself:[10,17],java:21,jeremi:42,jie:[61,62],jmlr:9,job:[13,43,44,45,47,48,50,56,58,61,62,63],job_dispatch_packag:43,job_id:13,job_mod:54,job_nam:50,job_namespac:50,job_path:50,job_path_output:50,job_workspac:43,jobnam:50,jobpath:50,jobselector:50,johan:62,join:[17,34],joint:63,jointli:[10,63],journal:[61,62],jpg:56,json:[43,49,60],jth:10,jupyt:28,just:[6,8,9,10,13,20],jypyt:16,k8s:50,k8s_data:50,k8s_job:16,k8s_token:16,k8s_train:50,k8s_user:16,kafka:19,kaim:9,kaimingh:56,kebilinearinterpbw:42,kebilinearinterpfw:42,keep:[9,17],kei:[3,13,15,17,20,38,42,48,50,60],kernel:9,key1:45,key2:45,keyword:50,kill:17,kind:[16,17,48,49,50],kingsburi:61,know:[10,16,20],kriz:[13,55],ksimonyan:10,kube:48,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:48,kubectl:[48,49,50],kuberent:17,kubernet:[16,17,41,43,50,51,52],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,34,58,60,61],l1_rate:7,l2_rate:7,l2regular:[55,58,62],label:[3,8,9,11,13,15,23,25,26,31,34,49,55,56,58,60,61,62],label_dict:61,label_dim:[9,34,58],label_fil:[23,61],label_lay:23,label_list:61,label_path:23,label_slot:61,labeledbow:62,labelselector:50,lag:45,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,54],larg:[12,13,38,63],larger:[7,8,9],last:[8,9,10,33,34],last_seq:34,last_time_step_output:9,lastseen:49,later:58,latest:[9,17,25,49,50],launcher:16,layer1:[9,10,33],layer2:[9,33],layer3:9,layer:[5,7,8,10,12,13,14,15,23,31,33,36,37,39,56,58,60,61],layer_0:39,layer_attr:[9,37,47],layer_num:[47,56],layer_s:9,layer_typ:9,layerbas:39,layerconfig:39,layergradutil:39,layermap:39,layeroutout:9,layeroutput:[9,60],layers_test:25,lbl:[8,55],ld_library_path:[30,43],learn:[7,8,9,10,11,13,16,23,28,42,55,56,61,62,63],learnabl:9,learning_method:[26,54,55,58,60,62,63],learning_r:[7,25,26,54,55,58,60,62,63],leas:17,least:[8,9,17],lecun:13,left:9,leman:63,len:[3,9,34,37,39,50,58,60,61],length:[9,10,13,49],less:[9,16],less_than:16,let02:49,let:[9,16],level:[7,9,36],lib64:[25,28,30,43,45],lib:[22,27,30],lib_path:25,libari:22,libcuda:[25,28],libjpeg:55,libnvidia:[25,28],libpaddl:[21,22,38],libpaddle_capi:22,libpaddle_gserv:22,libpaddle_math:22,libprotobuf:25,librari:[9,22,30,43,45],life:17,like:[8,9,13,17,23,56],limit:[9,13,25,42],line:[3,8,13,25,34,38,47,58,60,61],line_count:25,linear:[9,31],linearactiv:[9,26],linguist:61,link:[9,10,36,62],linux:[28,48],lipeng:54,lipton:62,list:[2,3,8,9,13,15,16,20,26,43,47,55,56,58,60,61,62,63],lium:63,live:17,liwicki:62,load:[9,16,17,26,50,56,60,61,62,63],load_data_arg:5,load_featur:56,load_feature_c:56,load_feature_pi:56,load_missing_parameter_strategi:[44,45,47,54,61],loadparamet:5,loadsave_parameters_in_pserv:[44,45],local:[7,17,27,30,40,43,44,45,50],localhost:[28,48],localip:50,lock:[17,20],log:[20,25,39,43,45,49,50,55,60,61,62,63],log_barrier_abstract:[44,45],log_barrier_lowest_nod:[44,45],log_barrier_show_log:[44,45],log_clip:[44,45],log_error_clip:[44,45],log_period:[45,47,49,50,55,58,60,61,62,63],log_period_serv:[44,45],logarithm:6,logger:[3,34],logist:58,look:[3,58],loop:23,loss:[9,58],low:9,lpaddle_capi_shar:22,lpaddle_capi_whol:22,lst:60,lstm:[9,34,37,49,58],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,34],lstm_group_input:34,lstm_input:34,lstm_last:34,lstm_nest_group:34,lstm_output:34,lstm_size:58,lstm_step:10,lstmemori:[10,34,37],lstmemory_group:[9,34],ltr:9,mac:[22,28],machan:10,machin:[9,10,13,15,36,62,63],made:17,mai:[9,23],main:5,maintain:[9,20],major:63,make:[3,16,17,20,23,30,38,39,42,62],manag:17,mandarin:9,mani:[9,10,20],manufactur:63,mao:62,map:[9,13,15,16,20,31,60],map_read:13,mapreduc:16,marcu:62,mark:61,mark_slot:61,market:62,martha:61,mask:[7,9],master:[16,24,48,62],mat:[21,22],mat_param_attr:10,math:[10,21,39,42],matirx:9,matplotlib:55,matrix:[8,9,10,13,15,21,22,39],matrixptr:39,matrixtyp:22,max:[7,9,13,33,42,47,60],max_id:[9,15],max_job_id:13,max_length:[9,37],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:8,maxid_printer_evalu:8,maxim:9,maximum:[8,13],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,18],mean:[7,8,9,10,11,12,13,15,23,25,45,56,58,60],mean_img_s:55,mean_meta:56,mean_meta_224:56,mean_valu:56,mechan:[9,10],meet:61,mem:[9,34],member:[13,16],memcpi:42,memori:[10,20,37,42,49,58],memory_nam:9,memory_threshold_on_load_data:[44,45],mention:20,mere:10,merg:38,mergedict:[54,63],messag:[38,49],meta:[43,55,56,60],meta_config:[43,60],meta_fil:60,meta_gener:[43,60],meta_path:55,meta_to_head:60,metadata:[49,50],metal:48,metaplotlib:16,method:[3,9,11,15,60,63],mfs:50,might:9,million:13,min:[7,42,47,60],min_pool_s:[3,25],min_word_freq:13,mini:[9,13,15,17],mini_batch:23,minibatch:9,minibatch_data:13,minikub:48,minim:11,minimum:9,minut:17,miss:61,mix:10,mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,34,37,61],mixedlayertyp:9,mkl:27,mkl_root:27,ml_data:[43,60],mnist:[3,5,19,23],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:23,mnist_train:[3,23],mnist_train_batch_read:23,mnt:50,mod:61,mode:[9,38,50,62],model:[9,10,13,17,18,47,54,55,58,60,61,62,63],model_config:5,model_list:[45,47,61,62],model_output:62,model_path:47,model_zoo:[54,56],modifi:38,modul:[3,10,13,15,25,26,55,56,58,60],modulo:9,momentum:[7,25,31,58],momentumoptim:[26,55],mon:49,mono:9,month:63,mood:62,moosef:48,more:[8,9,10,13,16,17,20,23,25,42],morin:9,mose:[62,63],moses_bleu:63,mosesdecod:62,most:[9,13,16,23],mountpath:[49,50],move:[9,17,20],movi:[3,13,60],movie_categori:13,movie_featur:60,movie_head:60,movie_id:[50,60],movie_info:13,movie_meta:60,movie_nam:60,movie_review:13,movieinfo:13,movielen:59,moving_average_fract:9,mpi:43,mse_cost:[26,31,60],much:[9,17,23],mul:39,multi:[9,56,63],multi_binary_label_cross_entropi:9,multi_crop:56,multinomi:9,multipl:[8,9,10,13,16,20],multipli:[8,9],must:[6,8,9,10,23,30,39],mypaddl:[49,50],name:[3,7,8,9,10,12,13,15,16,17,19,22,25,26,28,31,34,37,39,42,47,48,49,50,51,52,55,58,60,63],name_prefix:19,namespac:[21,39,48,49,50],nativ:9,natur:20,nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,necessari:[9,58],need:[9,10,13,16,20,25,42,50,58],neg:[3,8,9,58,61,62],neg_distribut:9,nest:13,net:[9,10,62],net_conf:62,net_diagram:56,network:[5,7,8,9,11,13,14,15,16,17,23,31,34,43,47,50,54,55,56,60,61,62,63],network_config:47,neural:[9,10,11,13,15,16,17,34,36,54,60,61,62,63],neuralnetwork:9,never:[13,23,49,50],next:[3,9,13,17],nfs:50,nfsdir:50,nginx:28,ngram:13,nic:[43,44,45,50],nil:20,nine:13,nlp:9,nltk:13,nmt:63,nnz:39,no_cach:3,no_sequ:[3,31,60],noah:62,noavx:28,node0:50,node:[9,48,49,50],node_0:50,node_1:50,node_2:50,nodebook:28,nodefil:43,nois:[9,17],non:[9,17],none:[3,5,7,8,9,10,11,12,13,15,16,26,37,56,58],norm_by_tim:9,normal:[9,10,13,49,50,56],notat:9,note:[7,9,10,12,15,16,20,23,30,62],noth:[6,15,38],novel:62,now:[9,17,36],np_arrai:13,ntst1213:63,ntst14:63,nullptr:[30,39],num:[9,43,45,50,61,62,63],num_channel:[9,10,55],num_chunk_typ:8,num_class:[9,10,55],num_filt:[9,10],num_gradient_serv:[44,45],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,26,31,44,45,47,49,50,58,60,61,62,63],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[8,9,13,17,19,23,63],numchunktyp:8,numdevices_:47,numlogicaldevices_:47,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,23,26,31,56],numsampl:42,numtagtyp:8,numtimeout:20,nvcc:28,nvidia:[25,28],obj:[3,25,26,55,56,58,60],object:[3,7,9,10,11,13,15,16,21,42,58,60],observ:11,occup:[50,60],occur:[13,15],oct:49,odd:9,off:[22,27,28,30,38],offlin:[17,19],offset:[9,60],ograd:39,omit:[25,58],on_init:3,onc:[9,17,20],one:[3,6,8,9,10,11,12,13,16,17,20,23,58,61,62],one_host_dens:60,one_hot_dens:60,onli:[8,9,10,12,13,15,16,20,34,36],onlin:[11,17,19,23],open:[3,9,16,23,25,26,34,56,58,60,61],openbla:27,openblas_root:27,oper:[9,10,11],opinion:62,opt:[16,27,50],optim:[7,14,15,25,31],option:[8,9,16],order:[9,10,13,23,50],org:[9,10,13,28,59],organ:9,origin:[9,13,38],other:[8,9,10,13,17,58,60],otherchunktyp:8,otherwis:[9,13,16,17,23],our:16,out:[9,15,16,20,34,36,37,55],out_dir:50,out_left:9,out_mem:37,out_right:9,out_size_i:9,out_size_x:9,outer:34,outer_mem:34,outer_rnn_st:34,outer_rnn_state_:34,outer_step:34,output:[6,7,8,9,10,12,13,15,16,19,23,25,26,34,37,43,47,49,50,54,55,56,58,60,61,62],output_:9,output_dir:56,output_fil:61,output_id:9,output_lay:[15,56],output_max_index:12,output_mem:[9,37],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outv:39,over:[9,10,16],overrid:17,overview:20,packag:[13,20,25],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,21,22,25,26,28,30,31,38,39,40,42,43,47,49,50,54,55,58,60,61,62,63],paddle_error:[21,22],paddle_matrix:[21,22],paddle_matrix_cr:22,paddle_matrix_get_shap:21,paddle_matrix_shap:21,paddle_n:[43,50],paddle_output:49,paddle_port:[43,50],paddle_ports_num:[43,50],paddle_ports_num_for_spars:43,paddle_ports_num_spars:50,paddle_process_by_paddl:50,paddle_pserver2:43,paddle_root:54,paddle_server_num:50,paddle_source_root:54,paddle_train:[22,24,43,50],paddledev:[25,28,49,50],paddlepaddl:[9,10,13,17,23,25,28,30,37,38,42,43,51,52,54,61],pair:8,palceholder_just_ignore_the_embed:54,palmer:61,paper:[9,63],para:54,paraconvert:54,parallel:[42,47,49,50,63],parallel_nn:[7,44,45],param:[7,9,60],param_attr:[9,10,25,26,37],paramattr:[7,9,25,26,37],paramet:[8,9,10,11,12,13,14,18,23,31,45,50,60,61,62,63],parameter_attribut:9,parameter_block_s:[44,45],parameter_block_size_for_spars:[44,45],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:50,parametermap:39,parameters_:39,parameterset:16,parametris:11,paramutil:60,paraphras:[54,63],paraphrase_data:54,paraphrase_model:54,paraphrase_modeldata:54,paraspars:39,pars:[13,60],parse_config:5,parse_known_arg:50,parsefromstr:25,parser:50,part:[60,62],partial:9,partit:[17,19],paserv:50,pass:[3,9,13,15,17,23,25,26,31,38,42,45,47,49,50,55,58,60,61,62,63],pass_id:[15,31],pass_idx:23,passtyp:39,past:16,path:[8,13,15,17,20,23,30,43,45,48,49,50,61,62],pattern:[13,17,21,60,62],paul:61,paus:17,pave:63,pdf:[9,10],pem:16,pend:[17,20],penn:61,per:[9,13,17,23],perform:[9,10,42,44],period:[17,45,61,62,63],perl:[62,63],peroid:9,persistentvolum:48,persistentvolumeclaim:[48,50],person:16,pfs:19,pickl:60,pid:48,piec:[9,10],pillow:55,pip:[25,38,43,55,60],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,17],plain:[8,9,15,22],plan:17,pleas:[7,9,10,11,16,17,20,23,25,30,50],plot:[16,55],plotcurv:55,png:55,pnpair_evalu:8,pnpairvalid:44,pod:[48,49,50],podip:50,podlist:50,point:[17,42],polar:13,poll:62,pool3:39,pool:[10,14,60],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[25,58],pooling_typ:[9,25,33,58],poolingtyp:12,port:[43,44,45,49,50],port_num:44,ports_num:[45,50],ports_num_for_spars:[44,45,47,50],pos:[60,62],pose:17,posit:[3,8,9,13,58],positive_label:8,posix:48,possibl:[16,20],potenti:42,practic:9,pre:[9,10,13,16,54,62,63],pre_dictandmodel:54,precis:8,precision_recall_evalu:8,pred:[58,61],predetermin:9,predic:[13,61],predicate_dict:61,predicate_dict_fil:61,predicate_slot:61,predict:[3,5,8,9,11,15,25,43,54,55,56,58,60,61,62],predict_fil:[44,45],predict_output_dir:[44,45,58],predict_sampl:5,predin:55,prefer:48,prefetch:39,prefix:[17,19],pregrad:39,premodel:54,prepar:51,preprocess:[13,43,54,55,58,60,62,63],present:[16,38],prev_batch_st:[44,45],prevent:[11,16,17,20],previou:[9,10,17],previous:9,price:13,principl:16,print:[5,7,15,16,26,31],printallstatu:42,printer:8,printstatu:42,prite:8,privat:[22,38],prob:[8,15],probabilist:[9,54],probabl:[8,9,15],problem:[9,11,16],proc:28,proce:[13,17,23],proceed:[9,61],process2:34,process:[3,7,9,10,16,19,20,25,26,34,37,50,58,60,61],process_predict:58,processdata:[55,56],processor:42,prod:[28,38],produc:[10,13,17,23],productgraph:49,profil:42,proflier:42,prog:50,program:[13,16,19,23,42,50],progress:[17,20],proj:9,project:[9,10,22],promis:[9,10],prone:16,prop:61,propag:11,properli:58,proposit:61,protect:39,proto:12,protobuf:25,provid:[9,13,16,25,26,34,44,58,60,61],prune:9,ps_desir:17,pserver:[43,44,45,50],pserver_id:18,pserver_num_thread:[44,45],pseudo:16,psize:39,ptr:22,pull:24,purpos:[17,42],push:50,push_back:39,put:[17,58],pwd:[28,38],py_paddl:[5,13,40],pydataprovid:25,pydataprovider2:[3,5,26,50,60],pyramid:9,pyramid_height:9,python:[15,16,21,24,25,28,38,39,40,43,54,55,56,60,61,62,63],pythonpath:[25,55],pzo:62,queri:[9,63],question:[9,16],quick:49,quick_start:[49,50,51,58],quick_start_data:49,quickstart:49,rac:9,rais:13,ramnath:62,ran:42,rand:[42,45,47,61],random:[7,9,13,19,23,26],random_imag:19,rang:[9,13,19,23,50,58],rank:[9,16,56,58],rare:3,rate:[7,8,11,13,43,50,60],ratio:45,raw:9,raw_meta:60,rdma_tcp:[44,45],reach:17,read:[3,13,15,16,17,19,23,26,56,58,60],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_next_from_fil:25,read_ranking_model_data:16,reader:[15,19,31],reader_cr:19,reader_creator_bool:23,reader_creator_random_imag:[13,23],reader_creator_random_image_and_label:[13,23],readi:[17,49],readm:[22,38,60,62],real:23,real_process:3,realist:16,reason:[10,16,17,49],recal:8,receiv:17,recognit:[9,56,62],recommend:[10,16,43,50,60],record:[20,60,61],recordio:[16,19,20],recov:17,recoveri:20,rectangular:9,recurr:[34,35,61,62],recurrent_group:[10,34,36,37],recurrentgradientmachin:22,recurrentgroup:8,reduc:11,ref:60,refer:[7,9,10,11,17,20,27],referenc:[9,20],reference_cblas_root:27,refine_unknown_arg:50,reflect:20,regex:60,register_gpu_profil:42,register_lay:39,register_timer_info:42,registri:49,regular:[7,55,58,62],rel:10,relat:[17,60],relationship:13,releas:[24,30,48,61],reliabl:17,relu:9,rememb:9,remot:[7,38,43,45,47],remov:[13,38],reorgan:9,replac:20,report:20,reportdataset:20,repres:[9,13,20,58],represent:58,request:[17,24,49,63],requir:[8,9,16,17,43,60],res5_3_branch2c_bn:56,res5_3_branch2c_conv:56,res:61,research:[9,13,55],reserveoutput:39,reset:[9,17],reshap:23,reshape_s:9,residu:56,resnet_101:56,resnet_152:56,resnet_50:56,resolv:[38,49],respons:[9,49],rest:9,restart:[17,49],restartpolici:[49,50],resu:23,result:[3,6,8,9,15,20,42,58,63],result_fil:[8,37],ret_val:60,return_seq:10,reuqest:24,reus:23,reveal:16,revers:[9,10,36,37],review:[13,38,49,62],reviews_electronics_5:49,rewrit:63,rgb:9,rgen:62,rho:11,right:9,rmsprop:58,rmspropoptim:60,rnn:[9,10,36,37,44,62],rnn_bias_attr:37,rnn_layer_attr:37,rnn_out:37,rnn_state:34,rnn_state_:34,rnn_step:9,rnn_use_batch:[44,45],rnnlm:13,robot:55,role:[13,16,20,61,62],roman:62,root:[11,12,28,43,49,50,54],root_dir:43,rot:9,routin:60,routledg:62,row:[8,9,13],row_id:9,rpc:20,rpcserver:20,rstrip:50,rtype:[9,60],run:[16,17,25,28,38,42,43,49,50,51,52,60],runinitfunct:[42,50],runtim:[3,25],s_fusion:60,s_id:60,same:[3,8,9,10,16,20,34,58],samping_id:9,sampl:[3,8,13,58,60,62,63],sample_id:8,sample_num:8,santiago:62,save:[3,9,13,17,19,20,49,60,61,62,63],save_dir:[26,45,47,49,50,55,58,60,61,62,63],save_only_on:[44,45],saving_period:[44,45,50],saving_period_by_batch:[44,45,47],saw:3,scalar:9,scale:[6,60],scalingproject:9,scan:20,scatter:9,schedul:20,scheduler_factor:7,scheme:8,schmidhub:62,schwenk:63,scienc:62,score:[8,9,60],script:[13,40],seaplane_s_000978:55,search:[9,17,37,63],seat:63,second:[9,13,16,23,58,60],sed:62,see:[9,10,16,17,25,58],seed:[42,45],segment:8,sel_fc:9,select:9,selectiv:9,selector:49,self:39,selfnorm:9,semant:[13,16,24,61,62],semantic_role_label:37,semat:16,sen_len:61,send:17,sent:[16,49],sent_id:37,sentanc:25,sentenc:[3,9,13,34,37,61],sentence_last_state1:34,sentence_last_state2:34,sentiment:[3,61,62],sentiment_data:62,sentiment_net:62,sentimental_provid:3,sentimental_train:3,separ:[8,58,60],seq:[9,13,34,60],seq_pool:[9,33],seq_text_print:8,seq_to_seq_data:[54,63],seq_typ:[13,60],seqlastin:34,seqtext_printer_evalu:[8,37],seqtoseq:[9,25,37,54,63],seqtoseq_net:[9,37,54,63],sequel:3,sequenc:[3,6,8,9,10,12,13,25,31,34,36,58,60,62,63],sequence_conv_pool:58,sequence_layer_group:[9,34],sequence_nest_layer_group:[9,34],sequencegen:34,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,31],sequenti:[9,61],seri:[10,34,62],serial:[15,20],server:[16,43,45,48,50],serverless:17,set:[3,7,8,9,10,13,15,16,17,25,26,34,37,42,43,49,54,55,56,58,60,61,62,63],set_active_typ:39,set_default_parameter_nam:7,set_drop_r:39,set_input:9,set_siz:39,set_typ:39,settotalbyteslimit:25,setup:[39,58],sever:9,sgd:[11,15,16,17,26,31,43,44,62],shape:[9,15,31],shard:[17,18,19,20],share:[9,22,61],shared_bia:10,shared_bias:9,shared_ptr:[21,22],ship:55,shold:62,shorten:9,should:[8,9,13,15,16,23,36],should_be_fals:16,should_be_tru:16,should_shuffl:[3,34,61],show:[11,13,17,61,62,63],show_check_sparse_distribution_log:[44,45],show_layer_stat:[44,45],show_parameter_stats_period:[44,45,47,49,61,62,63],shown:[8,9,16],shuf:[25,60],shuffl:[13,25],side:[9,15],sigint:43,sigmoid:[9,10],sigmoidactiv:34,similar:[9,23,60],similarli:9,simpl:[6,8,9,10,13,15,50],simple_attent:37,simple_gru:58,simple_lstm:[9,58],simple_rnn:[9,37],simpli:[9,16],simplifi:16,sinc:[9,17,20,23],singl:[8,10,13,17],size:[3,8,9,10,11,13,17,19,23,25,26,31,34,37,39,55,56,58,60,62,63],size_a:9,size_b:9,size_t:39,skip:[23,26,38,56],sleep:50,slide:[9,11,13,17],slope:9,slot:[60,61],slot_dim:60,slot_nam:60,slottyp:60,small:13,small_messag:[44,45],small_vgg:55,smaller:[9,17],smith:62,smooth:9,snap:49,snapshot:18,sock_recv_buf_s:[44,45],sock_send_buf_s:[44,45],socket:50,softmax:[9,10,16,25,37,39,58],softmax_param:25,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[25,34,37,58],solv:16,some:[7,9,13,15,16,20],some_c_api_funct:22,some_inst:22,some_python_class:21,somecppclass:21,somedata:15,somegotyp:21,someth:9,sometim:[11,23],soon:17,sort:[9,13,50,60,62],sourc:[9,13,22,23,63],source_dict_dim:37,source_language_word:37,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,25,39,43,45,47,50,58],sparse_binary_vector:[3,13,25,31,58],sparse_binary_vector_sequ:13,sparse_float_vector:[3,31],sparse_non_value_slot:13,sparse_upd:[7,25],sparse_value_slot:13,sparse_vector:[13,25],sparse_vector_sequ:13,sparseparam:39,sparseprefetchrowcpumatrix:39,spatial:9,spec:[49,50],special:9,specifi:[8,9,13,16,20,30,58],speech:9,speed:10,sphinx:[21,28,40],split:[3,9,34,43,58,60,61],split_count:50,squar:[9,11,12],squarerootnpool:9,srand:45,src:[50,63],src_backward:37,src_dict:[25,37],src_dict_path:25,src_embed:37,src_forward:37,src_id:37,src_root:5,src_word_id:37,srl:[13,61],ssd:9,ssh:[28,43],sshd:28,sstabl:16,stabl:[24,48],stacked_lstm_net:62,stacked_num:62,stackexchang:9,stage:38,stake:63,stale:17,standard:7,stanford:[13,49],start:[9,15,17,20,25,45,49,50],start_paddl:50,start_pass:[44,45],start_pserv:[44,45],startpaddl:50,startup:17,stat:[42,45,61,62,63],state:[9,10,17,36,49],state_act:[9,10,34],statfulset:50,staticinput:[9,36,37],statist:9,statset:42,statu:[38,42,49,50],status:49,std:[21,22,39,45],stderr:43,stdout:43,step:[9,10,12,17,34,36,37],stepout:34,still:20,stochast:[11,17,20],stock:62,stop:9,storag:48,store:[8,9,13,58,60],str:[15,47,50],strategi:[12,17,45,61],street:[9,61],strict:23,stride:9,stride_i:9,stride_x:9,string:[3,8,9,20,39,45],strip:[25,34,58,60,61],struct:[20,22],structur:[13,20,58],stub:9,stuff:38,stun:3,style:9,sub:[8,9,13,16],sub_sequ:[3,31],subgradi:11,subnet:16,subobjectpath:49,subseq:[33,36],subsequenceinput:[9,34],succeed:[20,49],success:49,successfulcr:49,sudo:[30,55],suffic:23,suggest:9,sum:[9,11,18],sum_:9,sum_evalu:8,sumpool:[9,25],support:[7,8,9,12,13,17,23,34],sure:[30,62],swap_channel:56,swig:[21,22],swig_paddl:[5,13],symbol:[9,22],symlink:38,sync:17,syncflag:39,synchron:[11,17,20],syntax:23,sys:56,system:[17,25,62],t2b:54,t_i:9,tab:58,tabl:9,tableproject:9,tag:[8,13,28],tagtyp:8,tainer_id:50,take:[3,8,9,10,16],tanh:[9,10,39],tanhactiv:[34,37],target:[9,13,15,63],target_dict_dim:37,target_dictionary_dim:9,target_language_embed:9,target_language_word:37,targetinlink:[9,34],task:[8,9,61],task_queu:20,taskentri:20,taskqueu:20,tbd:34,tconf:62,tcp:45,tear:42,technic:17,tee:[49,55,60,61,62,63],tell:[17,20],tellig:62,templat:[49,50],tempor:9,term:[9,10,17],termin:49,tesh:61,test100:13,test10:13,test:[2,3,9,13,15,16,22,23,24,38,39,42,43,45,47,55,56,58,60,61,62,63],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:39,test_gpuprofil:42,test_layergrad:39,test_list:[3,25,26,55,58],test_networkcompar:25,test_part_000:62,test_pass:[44,45,47,63],test_period:[44,45,47],test_predict:25,test_pydataprovid:25,test_pydataprovider2:25,test_pydataproviderwrapp:25,test_ratio:60,test_recurrent_machine_gener:25,test_recurrentgradientmachin:[25,34],test_swig_api:25,test_train:25,test_traineronepass:25,test_wait:[44,45],testa:16,testb:16,testbilinearfwdbwd:42,testconfig:39,tester:[60,63],testfcgrad:39,testfclay:39,testlayergrad:39,testq:16,testresult:15,testutil:39,text:[3,8,10,13,16,54,58,62,63],text_conv:58,text_conv_pool:60,text_fil:[13,62],tflop:42,tgz:13,than:[7,8,9,10,17,25],thei:[16,17,42],them:[10,16,17,23,42,58,60],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,20,23,42,58,60,62],thing:3,think:16,third:[9,17],those:[17,61],thread:42,thread_local_rand_use_global_se:[44,45],threadid:47,threadloc:42,three:[8,9,17,23,56],threshold:[7,8,17,20,45],through:[9,17,20],throughput:42,thu:9,tier:49,time:[9,10,12,13,16,17,20,23,34,42,45,49,50,62],timelin:9,timeout:[17,20],timer:42,timestamp:[9,18],timestep:9,titl:[13,50,60],tmp:3,to_your_paddle_clone_path:40,todo:[8,10,13,17,20],toend:9,togeth:[9,10,13,15],token:[8,9,16,37,62],too:13,tool:[40,50],top:[8,56],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,55],total:[8,15,17,23,42,49,63],total_pass:23,touch:62,tourist:63,track:[17,20,38],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,9,11,13,19,20,25,26,30,31,43,45,47,49,50,51,52,54,55,56,58,60,61,62,63],train_arg:50,train_args_dict:50,train_args_list:50,train_conf:[54,63],train_config_dir:50,train_data:63,train_i:31,train_list:[3,25,26,55,56,58],train_part_000:62,train_read:31,train_x:31,trainabl:9,trainer:[3,5,16,18,19,20,26,31,39,45,47,50,60,61,62,63],trainer_config:[2,3,5,26,43,49,50,58,60,62],trainer_config_help:[3,25,26,39,55,60],trainer_count:[25,44,45,47,49,50,60,61,62,63],trainer_id:[45,50],trainerconfighelp:25,trainerid:50,trainerintern:[58,60,63],tran:39,transact:[17,20,62],transform:9,transform_param_attr:10,translat:[9,10,54,63],transpos:9,transposedfullmatrixproject:9,travel:3,travi:38,treat:9,tree:[9,50],trg:63,trg_dict:37,trg_dict_path:37,trg_embed:37,trg_id:37,trg_ids_next:37,tricki:21,trn:58,truck:55,true_imag:23,true_label:23,true_read:23,truth:[8,9,63],tst:58,tune:[7,44],tupl:[9,13,15,23],ture:9,turn:[9,23,36],tutori:[49,50,51,52,54,63],tweet:62,twitter:62,two:[9,10,16,23,42,58],txt:[3,39,43,48,58,60,62],type:[3,8,9,10,12,13,16,17,20,21,22,23,26,31,34,39,47,49,56,58,60,61],type_nam:60,typedef:[21,22],typic:8,ubuntu:24,ubyt:23,uci:13,ufldl:9,uid:49,uint64:21,uint64_t:21,unconstrain:62,under:20,undeterminist:42,uniform:[7,9,13,19,23],uninstal:25,uniqu:[16,17],unique_ptr:39,unit:[9,10],unittest:[22,25],univ:63,unix:43,unk:[54,63],unk_idx:[58,61],unknown:9,unseg:9,unsup:62,unsupbow:62,until:[17,50],untrack:38,unus:60,updat:[7,9,17,20,38,43,47],update_equ:[15,31],updatecallback:39,upgrad:25,upload:17,upstream:38,url:[13,62],urls_neg:62,urls_po:62,urls_unsup:62,usag:[8,9,10,13,15,50,60],use:[7,8,9,10,12,13,15,16,17,38,42,50,56,58,60,61,62,63],use_global_stat:9,use_gpu:[5,25,31,44,45,47,49,50,55,56,58,60,61,62,63],use_jpeg:55,use_old_updat:[44,45],use_seq:[26,60],use_seq_or_not:60,used:[3,8,9,10,11,12,13,15,16,17,23,42,58,60,62],useful:[9,10],usegpu:39,user:[7,9,10,13,15,16,20,23,48,58,60],user_featur:60,user_head:60,user_id:[50,60],user_info:13,user_meta:60,user_nam:60,userinfo:13,usernam:38,uses:17,using:[7,9,10,13,16,17,20,23,30,61],usr:[25,27,28,30,43,45,50],usrdict:54,usrmodel:54,usual:[9,13,15,42],utc:59,util:[42,50,55,60],uuid:18,v28:9,valid:23,valu:[3,5,7,8,9,11,12,13,15,17,39,47,50,56,58,61],value1:45,value2:45,value_printer_evalu:8,value_rang:13,vanilla:37,variabl:[9,13,16,49],varianc:9,vector:[9,10,13,16,58,60],verb:13,veri:[9,12,20,55],version:[9,10,24,28,30,42,44,45],versu:16,vertic:9,vgg:[10,55],vgg_16_cifar:55,via:[17,23,30,38],view:9,vision:55,visipedia:55,visual:9,vocab:62,volum:[28,48,49,50],volumemount:[49,50],vutbr:13,wai:[9,10,16,63],wait:[11,17,50],wall:61,want:[3,9,10,16,23],warn:[9,25,50],warp:9,watch:17,wbia:56,wei:[61,62],weight:[8,9,10,11,39,56],weight_act:10,weightlist:39,weights_:39,weights_t:39,wether:9,what:[7,9,10,11,38,58],when:[3,7,8,9,13,15,17,20,42],where:[9,10,11,16,17],wherea:20,whether:[8,9,10,23,62],which:[8,9,10,11,13,16,17,19,20,23,58,60],whole:[3,8,13,21,22],whole_cont:60,whose:[9,13,17],why:[10,22,42],width:[8,9,13,21,23,39,63],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,48],wise:9,with_avx:[27,28,30,38],with_doc:27,with_dock:40,with_doubl:[27,30,39],with_dso:27,with_gpu:[27,28,30,38],with_predict_sdk:30,with_profil:42,with_python:[27,30],with_rdma:[27,30],with_style_check:[27,38],with_swig_pi:27,with_test:[27,28,38],with_tim:[27,30,42],within:[9,20],without:[8,9,17,23],wmt14:63,wmt14_data:63,wmt14_model:63,wmt_shrinked_data:13,woboq:28,won:34,wonder:3,word2vec:25,word:[3,8,9,13,25,34,36,58,61],word_dict:[34,58,61],word_dim:[34,58],word_id:[3,25],word_idx:13,word_slot:61,word_vector:58,word_vector_dim:[9,37,54],words_freq_sort:13,work:[13,16,17,23,28,34,38,49,50],workspac:43,would:[15,17,23,61],wrapper:[10,42],write:[13,16,17,23,61],write_lock:18,writelin:26,writer:16,wrong:23,wsj:61,wuyi:48,www:[9,13,55,63],xarg:[25,28,39],xgbe0:45,xgbe1:45,xiaojun:62,xrang:[23,26,31,39],xxbow:62,xxx:[16,56,63],xxxx:18,y_i:9,y_predict:31,yaml:[49,50],yann:13,yapf:38,yeild:15,yield:[3,13,16,19,23,25,26,31,34,37,58,60,61],you:[3,7,9,10,30,56,62],your:[9,16,25],your_param_nam:25,your_repo:50,your_source_root:22,yuyang18:[10,13],zachari:62,zeng:62,zero:[7,9,11,13,17,45],zhou:[61,62],zip:[13,50,59],zoo:54},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":50,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\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,"\u4e0d\u4f7f\u7528":21,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":21,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":21,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\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":42,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":42,"\u4ec5\u4ec5\u4f7f\u7528void":21,"\u4ecb\u7ecd":[54,56],"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4ee3\u7801\u8981\u6c42":38,"\u4efb\u52a1\u7b80\u4ecb":26,"\u4f18\u5316\u7b97\u6cd5":58,"\u4f7f\u7528":[38,49],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u4f7f\u7528\u6848\u4f8b":47,"\u4f7f\u7528\u6982\u8ff0":58,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":47,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":50,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u4f7f\u7528\u8bf4\u660e":41,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":63,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":63,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":38,"\u4fee\u6539\u542f\u52a8\u811a\u672c":49,"\u4fee\u6539\u6587\u6863":40,"\u514b\u9686":38,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":22,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":42,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":39,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":43,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":37,"\u51c6\u5907\u6570\u636e":[26,60],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":50,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":43,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":25,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"\u5206\u5272\u8bad\u7ec3":60,"\u5206\u652f\u89c4\u8303":24,"\u521b\u5efa\u672c\u5730\u5206\u652f":38,"\u521b\u5efajob":50,"\u521b\u5efapaddl":49,"\u5220\u9664\u672c\u5730\u5206\u652f":38,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":38,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":38,"\u5236\u4f5c\u955c\u50cf":50,"\u5236\u4f5cdocker\u955c\u50cf":49,"\u524d\u63d0\u6761\u4ef6":43,"\u52a0\u8f7dpaddlepaddl":31,"\u52a0\u901f\u6267\u884c":18,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":25,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u52a8\u6001\u6269\u5bb9":18,"\u5355\u5143\u6d4b\u8bd5":45,"\u5355\u53cc\u5c42rnn":34,"\u5377\u79ef\u6a21\u578b":58,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"\u539f\u56e0":21,"\u539f\u56e0\u5217\u8868":21,"\u53c2\u6570\u4fe1\u606f":56,"\u53c2\u6570\u5185\u5b58":25,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":45,"\u53c2\u6570\u6982\u8ff0":44,"\u53c2\u6570\u8bfb\u53d6":56,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":62,"\u53c2\u8003\u8d44\u6599":42,"\u53cc\u5411lstm":62,"\u53cc\u5c42rnn":34,"\u53cc\u5c42rnn\u4ecb\u7ecd":36,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":36,"\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":45,"\u542f\u52a8\u4efb\u52a1":50,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":43,"\u547d\u4ee4\u884c\u53c2\u6570":58,"\u548c":33,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":55,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":47,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":54,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":31,"\u57fa\u672c\u539f\u7406":36,"\u57fa\u672c\u8981\u6c42":21,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":40,"\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":40,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u5982\u4f55\u8d21\u732e":40,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":38,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":25,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":34,"\u5b50\u5e8f\u5217\u95f4\u6709memori":34,"\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":21,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":39,"\u5b9e\u73b0\u65b9\u5f0f":22,"\u5b9e\u73b0c":39,"\u5b9e\u73b0python\u5c01\u88c5":39,"\u5bfc\u51fac":21,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":47,"\u5c0f\u7ed3":3,"\u5de5\u5177":42,"\u5e38\u7528\u6a21\u578b":57,"\u5e76\u5b8c\u6210":38,"\u5efa\u7acb":38,"\u5f00\u53d1\u6807\u51c6":41,"\u5f00\u59cb\u5f00\u53d1":38,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":45,"\u5f15\u7528":61,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":58,"\u6027\u80fd\u4f18\u5316":41,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":42,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":42,"\u6027\u80fd\u8c03\u4f18":45,"\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,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":21,"\u63a5\u53e3":56,"\u63a8\u5bfc\u65b9\u7a0b":39,"\u63a8\u6d4b\u6267\u884c":18,"\u63d0\u4ea4":38,"\u63d0\u4ea4\u955c\u50cf":49,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":60,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":31,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":33,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6570\u636e\u51c6\u5907":[55,60,63],"\u6570\u636e\u63cf\u8ff0":61,"\u6570\u636e\u63d0\u4f9b":61,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":60,"\u6570\u636e\u652f\u6301":45,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":58,"\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\u4ef6\u9884\u5904\u7406":19,"\u6587\u672c\u751f\u6210":63,"\u6587\u672c\u751f\u6210\u6559\u7a0b":63,"\u6587\u6863":[28,53],"\u65b0\u624b\u5165\u95e8":32,"\u65f6\u5e8f\u6a21\u578b":58,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":34,"\u65f6\u95f4\u6b65":34,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":22,"\u672c\u5730\u6d4b\u8bd5":47,"\u672c\u5730\u8bad\u7ec3":47,"\u672f\u8bed":18,"\u6784\u5efa\u548c\u6d4b\u8bd5":38,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u67e5\u770b\u8f93\u51fa":50,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":47,"\u6848\u4f8b\u4e8c":47,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":43,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":43,"\u6982\u8ff0":[33,36],"\u6a21\u578b":56,"\u6a21\u578b\u4e0b\u8f7d":56,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":22,"\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":[34,41],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":34,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u6d4b\u8bd5":[45,61],"\u6d4b\u8bd5\u6587\u4ef6":60,"\u6d4b\u8bd5\u6a21\u578b":62,"\u7279\u5f81":61,"\u7279\u5f81\u63d0\u53d6":56,"\u751f\u6210\u5e8f\u5217":37,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":36,"\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,"\u76ee\u5f55\u7ed3\u6784":22,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u76f8\u5173\u6982\u5ff5":36,"\u77e9\u9635":45,"\u793a\u4f8b1":34,"\u793a\u4f8b2":34,"\u793a\u4f8b3":34,"\u793a\u4f8b4":34,"\u793a\u4f8b\u7a0b\u5e8f":19,"\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":47,"\u7b26\u53f7":21,"\u7b80\u4ecb":[48,63],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u7c7b":[21,39],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":31,"\u7ec3\u4e60":55,"\u7ec6\u8282\u63a2\u7a76":55,"\u7ec6\u8282\u63cf\u8ff0":45,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":43,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":26,"\u7f16\u5199yaml\u6587\u4ef6":49,"\u7f16\u8bd1\u6d41\u7a0b":29,"\u7f16\u8bd1\u9009\u9879":22,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u7f29\u5bb9":18,"\u7f51\u7edc\u53ef\u89c6\u5316":56,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u80cc\u666f":21,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":45,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":54,"\u8bad\u7ec3":[45,60,61],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":60,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":25,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8bad\u7ec3\u6a21\u578b":[26,31,58,62],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":36,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":25,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":46,"\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":34,"\u8be6\u7ec6\u6559\u7a0b":42,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":61,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":34,"\u8f6c\u6362\u5e93":19,"\u8f93\u5165":36,"\u8f93\u5165\u4e0d\u7b49\u957f":34,"\u8f93\u5165\u793a\u4f8b":36,"\u8f93\u51fa":36,"\u8f93\u51fa\u65e5\u5fd7":58,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":43,"\u8fd0\u884c\u5bb9\u5668":49,"\u8fd0\u884cdocker":25,"\u8fd0\u884cpaddlepaddl":28,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":21,"\u8fdb\u884c\u8bad\u7ec3":[19,49],"\u8fdb\u9636\u6307\u5357":41,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":48,"\u901a\u7528":45,"\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":37,"\u914d\u7f6e\u7f51\u7edc":31,"\u914d\u7f6ekubectl":48,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":48,"\u94a9\u5b50":38,"\u9644\u5f55":58,"\u968f\u673a\u6570":45,"\u96c6\u7fa4\u8bad\u7ec3":47,"\u975e\u6cd5\u6307\u4ee4":25,"\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":34,"beam_search\u7684\u751f\u6210":34,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":27,"bleu\u8bc4\u4f30":63,"book\u4e2d\u6240\u6709\u7ae0\u8282":24,"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":47,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":42,"gpu\u955c\u50cf\u51fa\u73b0":25,"group\u6559\u7a0b":36,"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":40,"paddle\u52a8\u6001\u5e93\u4e2d":21,"paddle\u53d1\u884c\u89c4\u8303":24,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":24,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":21,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":28,"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":23,"rnn\u76f8\u5173\u6a21\u578b":35,"rnn\u914d\u7f6e":37,"so\u627e\u4e0d\u5230":30,"ubuntu\u90e8\u7f72paddlepaddl":30,Abs:6,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,algorithm:17,api:[1,4,22],applic:4,argument:23,async:45,attent:37,attribut:7,auc:8,avg:12,basepool:12,batch:23,batch_norm:9,batch_siz:23,beam_search:9,becaus:25,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:25,bilinear_interp:9,bla:27,block_expand:9,book:28,brelu:6,cach:3,capi:22,capi_priv:22,check:9,checkpoint:[17,18],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,clone:38,column_sum:8,commit:38,compos:23,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,22,25,33,42],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:25,creat:23,creation:20,creator:23,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[25,27],cudnn:27,cudnnavg:12,cudnnmax:12,custom:23,dat:59,data:[9,13,17,23],datafeed:13,dataprovid:[4,45],dataset:[13,17,20],datatyp:13,decayedadagrad:11,decor:23,design:[16,17,20,23],dictionari:23,dispatch:[17,20],distribut:[16,17],doc:[16,17,20,23],dotmul_oper:9,dotmul_project:9,driver:25,dropout_lay:10,dylib:22,dynam:17,embed:9,entri:23,eos:9,evalu:8,event:[15,16],exampl:[16,22],except:25,exp:6,expand:[9,33],faq:25,fault:17,first_seq:[9,33],fork:38,format:17,from:16,full_matrix_project:9,fulli:9,gate:37,get_output:9,gpu:45,gradient_print:8,group:9,gru:[10,45],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,21],how:23,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:25,imag:[9,10],imagenet:56,imdb:[13,62],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:23,infer:15,ingredi:16,init_hook:3,input_typ:3,instruct:25,insuffici:25,interfac:[13,17,23],interpol:9,isn:23,issu:38,job:[17,49],join:9,kubernet:[48,49],lambda_cost:9,last_seq:[9,33],layer:[9,16],libcudart:30,libcudnn:30,libpaddle_capi_shar:22,libpaddle_capi_whol:22,linear:6,linear_comb:9,linux_x86_64:25,list:[18,23],log:6,logic:20,lstm:[10,45,61,62],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:23,master:[17,20],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,34,36],messag:25,mini:23,minibatch:13,misc:10,mix:9,mnist:13,model:[4,14,16,37,56],momentum:11,movi:59,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:23,nce:9,need:23,network:[10,37],neural:37,nlp:[10,45],norm:9,nvprof:42,nvvp:42,object:17,onli:23,optim:[11,17],pad:9,paddl:[23,24],paddlepaddl:[16,40,53],parallel_nn:47,paramet:[7,15,16,17],perform:45,persist:20,platform:25,pnpair:8,point:25,pool:[9,12,33],power:9,pre:38,precision_recal:8,prefetch:23,print:8,process:17,protocol:25,provid:[3,23],pull:38,push:38,python:23,queue:[17,20],rank:8,rank_cost:9,rate:59,reader:[13,16,23],recoveri:17,recurr:[9,10,36,37],recurrent_group:9,refer:3,reject:25,relu:6,repeat:9,request:38,reshap:9,resnet:56,retri:20,rmsprop:11,rnn:[34,45],rotat:9,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:37,sequence_conv_pool:10,sequencesoftmax:6,server:[17,20],sgd:45,share:16,shuffl:23,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:23,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spp:9,squar:6,squarerootn:12,stack:62,stanh:6,start:16,store:17,suffici:23,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:25,tabl:22,table_project:9,take:23,tanh:6,task:[17,20],tensor:9,text_conv_pool:10,thi:25,todo:[18,19],toler:17,too:25,train:[15,16,17,23],trainer:[15,17],tran:9,trans_full_matrix_project:9,tune:45,uci_h:13,updat:16,usag:23,use:23,user:[17,59],util:8,value_print:8,version:25,vgg_16_network:10,warp_ctc:9,wheel:25,whl:25,why:23,wmt14:13,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/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":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":42,"02595v1":9,"03m":42,"0424m":42,"0473v3":10,"05d":55,"0630u":42,"06u":42,"0810u":42,"08823112e":5,"0957m":42,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":45,"0\u5c42\u5e8f\u5217":33,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":62,"0ab":9,"0b1":30,"0rc1":[24,28],"0rc2":24,"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":42,"11\u5b9e\u73b0\u4e86c":22,"11e6":49,"12194102e":5,"124n":42,"128\u7ef4\u548c256\u7ef4":54,"13m":49,"1490u":42,"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":47,"152\u5c42\u7f51\u7edc\u6a21\u578b":56,"15501715e":5,"1550u":42,"15\u884c":34,"1636k":63,"16u":42,"173m":56,"173n":42,"1770u":42,"18\u5c81\u4ee5\u4e0b":59,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":49,"197u":42,"1\u7684\u5c42\u4e4b\u5916":47,"1\u7a00\u758f\u6570\u636e":39,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":47,"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":42,"211839e770f7b538e2d8":10,"215n":42,"228u":42,"234m":56,"24\u5c81":59,"2520u":42,"25639710e":5,"25k":58,"2680u":42,"26\u884c":34,"27787406e":5,"279n":42,"27m":42,"285m":42,"2863m":42,"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":42,"2977m":42,"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":47,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":50,"2nd":9,"302n":42,"30u":42,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":54,"32777140e":5,"328n":42,"32\u7ef4":54,"32u":42,"32x32":13,"331n":42,"3320u":42,"34\u5c81":59,"35\u65f6":63,"36540484e":5,"36u":42,"3710m":42,"3768m":42,"387u":42,"38u":42,"3920u":42,"39u":42,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":63,"3\u53f7gpu":25,"4035m":42,"4090u":42,"4096mb":45,"4279m":42,"43630644e":5,"43u":42,"448a5b355b84":49,"44\u5c81":59,"4560u":42,"4563m":42,"45u":42,"4650u":42,"4726m":42,"473m":49,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":59,"4gb":45,"500\u4e2atxt\u6587\u4ef6":62,"500m":25,"50\u5c42":56,"50\u5c42\u7f51\u7edc\u6a21\u578b":56,"51111044e":5,"514u":42,"525n":42,"526u":42,"53018653e":5,"536u":42,"5460u":42,"5470u":42,"54u":42,"55\u5c81":59,"55g":63,"5690m":42,"573u":42,"578n":42,"5798m":42,"586u":42,"58s":49,"5969m":42,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":54,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":30,"6080u":42,"6082v4":9,"6140u":42,"6305m":42,"639u":42,"64\u7ef4":54,"655u":42,"6780u":42,"6810u":42,"682u":42,"6970u":42,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":42,"6\u4e2a\u8282\u70b9":43,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":54,"704u":42,"70634608e":5,"7090u":42,"72296313e":5,"72u":42,"73u":42,"75u":42,"760u":42,"767u":42,"783n":42,"784u":42,"78m":42,"7eamaa":13,"7kb":49,"8250u":42,"8300u":42,"830n":42,"849m":42,"85625684e":5,"861u":42,"864k":63,"8661m":42,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":54,"877\u884c":54,"892m":42,"901n":42,"90u":42,"918u":42,"9247m":42,"924n":42,"9261m":42,"93137714e":5,"9330m":42,"94u":42,"9530m":42,"96644767e":5,"983m":42,"988u":42,"997u":42,"99982715e":5,"99m":56,"99u":42,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":49,"\u0233":26,"\u03b5":26,"\u4e00":34,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\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\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":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":36,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":55,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":36,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":36,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":36,"\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":42,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":28,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":33,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":33,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":62,"\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":39,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":39,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":39,"\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":45,"\u4e00\u4e2alabel":34,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":37,"\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\u4eba":34,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":36,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":60,"\u4e00\u65e9":34,"\u4e00\u662fbatch":25,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":43,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":48,"\u4e00\u6b21\u6027\u676f\u5b50":34,"\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":[33,34],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":24,"\u4e00\u822c\u4ece":38,"\u4e00\u822c\u5728paddlepaddle\u4e2d":34,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,26],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":25,"\u4e00\u822c\u6765\u8bf4":37,"\u4e00\u822c\u800c\u8a00":63,"\u4e00\u822c\u8868\u793a":34,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":58,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,31],"\u4e09\u7ea7\u76ee\u5f55":[62,63],"\u4e0a":38,"\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":34,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":50,"\u4e0a\u7f51":34,"\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":42,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":43,"\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":42,"\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\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":39,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":36,"\u4e0b\u6587\u4f7f\u7528":50,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":49,"\u4e0b\u6b21":34,"\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":42,"\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\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":22,"\u4e0b\u9762\u5217\u51fa\u4e86":37,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":39,"\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":39,"\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":39,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":31,"\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":33,"\u4e0d":34,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":21,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":39,"\u4e0d\u4f7f\u7528c":21,"\u4e0d\u4f7f\u7528swig":21,"\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":45,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":56,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":37,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":21,"\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":[3,31],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":48,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":21,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":36,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":36,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":34,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":48,"\u4e0d\u5728":22,"\u4e0d\u5c11":34,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":21,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":36,"\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":36,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":48,"\u4e0d\u652f\u6301":61,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,31],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":21,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":38,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":38,"\u4e0d\u8fc7":34,"\u4e0d\u8fdc":34,"\u4e0d\u9519":34,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":37,"\u4e0e":[50,54,63],"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":24,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":34,"\u4e0e\u53ef\u80fd\u6709\u7684":24,"\u4e0e\u5728":61,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":43,"\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":34,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,31],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":48,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":34,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":22,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":62,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":21,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":21,"\u4e24":34,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":43,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":40,"\u4e24\u4e2a\u5d4c\u5957\u7684":36,"\u4e24\u4e2a\u64cd\u4f5c":42,"\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":34,"\u4e24\u4e2a\u90e8\u5206":40,"\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":[24,57],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":60,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":45,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":45,"\u4e2d":[21,22,25,39,50,55,58,60,61,62],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":38,"\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":34,"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\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":38,"\u4e2d\u5b89\u88c5":43,"\u4e2d\u5b8c\u5168\u4e00\u81f4":21,"\u4e2d\u5b8c\u6210":62,"\u4e2d\u5b9a\u4e49":37,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":36,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":22,"\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":45,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":47,"\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":40,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":40,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":34,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":59,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":50,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":45,"\u4e2d\u7684":56,"\u4e2d\u7684\u4e00\u884c":[3,38],"\u4e2d\u7684\u5185\u5bb9":61,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":38,"\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\u83b7\u53d6":50,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":43,"\u4e2d\u8bbe\u7f6e":43,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":43,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":39,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":25,"\u4e3a":[3,37],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":62,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":39,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":28,"\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":39,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":36,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":28,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":38,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":43,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":22,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":43,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":42,"\u4e3a\u4e86\u8fd8\u539f":26,"\u4e3a\u4f8b":58,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":43,"\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":42,"\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":43,"\u4e3a\u6b64":49,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":39,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":43,"\u4e3ajson\u6216yaml\u683c\u5f0f":60,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":39,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":45,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":31,"\u4e3b\u8981\u539f\u56e0":34,"\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\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":34,"\u4e4b\u524d":38,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":58,"\u4e4b\u540e":[26,31,39],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":43,"\u4e4b\u540e\u4f7f\u7528":39,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":39,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":39,"\u4e4b\u540e\u5b9a\u4e49\u7684":55,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":22,"\u4e4b\u95f4\u7684\u8ddd\u79bb":26,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":36,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u4e58\u9664\u7b49\u65f6\u5019":25,"\u4e5d\u4e2a":61,"\u4e5f":34,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":36,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":22,"\u4e5f\u4e0d\u751f\u6210":22,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":38,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":48,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":28,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":36,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":42,"\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":38,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":58,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":38,"\u4e5f\u5c31\u662f\u8bf4":[45,47,54],"\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":42,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":48,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":36,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":25,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":58,"\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,"\u4e66\u5199":21,"\u4e7e":34,"\u4e86":34,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":42,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":37,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":37,"\u4e8c\u7ea7\u76ee\u5f55":[62,63],"\u4e8c\u7ef4\u77e9\u9635":56,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":34,"\u4e8c\u8fdb\u5236":54,"\u4e92\u76f8\u901a\u4fe1":48,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":62,"\u4e94\u661f\u7ea7":34,"\u4e9a\u9a6c\u900a":62,"\u4ea4\u901a":34,"\u4ea4\u901a\u4fbf\u5229":34,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":28,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec0\u4e48":60,"\u4ec5\u4ec5\u4f7f\u7528":21,"\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":39,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":39,"\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":[24,42,61],"\u4ece0\u5230num":45,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":36,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":42,"\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":34,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":58,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\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":39,"\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":36,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":34,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":26,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":54,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ecestart":45,"\u4ecetest":63,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":38,"\u4ed4\u7ec6\u89c2\u5bdf":56,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":22,"\u4ed6\u4eec\u5206\u522b\u662f":34,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":34,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":56,"\u4ed6\u662f\u5c06":22,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":21,"\u4ee3\u66ff":50,"\u4ee3\u7801":60,"\u4ee3\u7801\u4e2d9":34,"\u4ee3\u7801\u5982\u4e0b":37,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":38,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":21,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":50,"\u4ee3\u8868\u7f16\u53f7":60,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a":38,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":28,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":28,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":28,"\u4ee5\u4e0b":[19,60],"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":37,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":37,"\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":38,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":58,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":43,"\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":43,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":28,"\u4ee5\u4fbf\u7528\u6237":43,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":39,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":39,"\u4ee5\u5206\u7c7b\u6765\u81ea":62,"\u4ee5\u53ca":39,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":37,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":33,"\u4ee5\u53ca\u5728wmt":63,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":55,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":28,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":36,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":39,"\u4ee5\u53canumpi":19,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":60,"\u4ee5\u53carelu":39,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":43,"\u4ee5\u9017\u53f7":54,"\u4ee5\u9017\u53f7\u95f4\u9694":45,"\u4ef7\u683c":34,"\u4efb\u52a1":60,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":43,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\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":39,"\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":45,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":34,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":50,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":40,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":25,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":36,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":21,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":36,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":25,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":36,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":36,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":21,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":39,"\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":36,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":36,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":[3,19],"\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":45,"\u4f46":22,"\u4f46\u4e0d\u66b4\u9732":22,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":39,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":45,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":34,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":34,"\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":36,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":27,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":24,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":34,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":24,"\u4f46\u662f":[25,34],"\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":43,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":22,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":44,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":34,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":28,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":38,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":27,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":47,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":25,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":21,"\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":[3,31],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,31],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":34,"\u4f4f":34,"\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":34,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":37,"\u4f5c\u4e3a\u53c2\u6570\u7684id":25,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":36,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":59,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":21,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":26,"\u4f5c\u4e3a\u8f93\u51fa":37,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":43,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":34,"\u4f5c\u5bb6":59,"\u4f5c\u7528":33,"\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\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":28,"\u4f60\u53ea\u9700\u5b8c\u6210":43,"\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\u5b83\u6765\u8bbe\u7f6e":43,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":43,"\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":47,"\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\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\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\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":43,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":43,"\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":39,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":47,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":39,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":60,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":39,"\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":39,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":26,"\u4f7f\u7528":[22,24,25,28,34,36,37,39,42,45,58,61,62],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":47,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":47,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":56,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":47,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":47,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":39,"\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\u4e0b\u9762\u547d\u4ee4":19,"\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\u52a8\u6001\u5e93":21,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\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":37,"\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\u663e\u5361\u8bad\u7ec3":25,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":22,"\u4f7f\u7528\u6848\u4f8b":46,"\u4f7f\u7528\u7684":25,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":22,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":45,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":36,"\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":45,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":45,"\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\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\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":34,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":39,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":21,"\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\u7528c":22,"\u4f7f\u7528c99\u505a\u63a5\u53e3":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":21,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":45,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":47,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":47,"\u4f7f\u7528cpu\u8bad\u7ec3":62,"\u4f7f\u7528init":47,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":34,"\u4f7f\u7528max":55,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":34,"\u4f7f\u7528model":47,"\u4f7f\u7528paddlepaddl":58,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":55,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":45,"\u4f7f\u7528regress":24,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":21,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":21,"\u4f7f\u7528void":21,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":55,"\u4f86":34,"\u4f8b\u5982":[3,19,21,22,24,25,27,31,34,37,39,42,43,44,45,47,50,56,58,60,62],"\u4f8b\u5982\u4e0a\u6587\u7684pod":48,"\u4f8b\u5982\u4e0a\u9762\u7684":26,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":43,"\u4f8b\u5982\u4f7f\u7528":25,"\u4f8b\u5982\u586b\u5145":37,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":21,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":21,"\u4f8b\u5982\u5bf9\u4e8epython":21,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":34,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":34,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":34,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":25,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":55,"\u4f8b\u5982c":21,"\u4f8b\u5982hostpath":48,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":21,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":50,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":21,"\u4f8b\u5982python\u7684":21,"\u4f8b\u5982sigmoid":39,"\u4f8b\u5982sigmoid\u53d8\u6362":58,"\u4f8b\u5b50\u4e2d\u662f":39,"\u4f8b\u5b50\u4e2d\u662f0":39,"\u4f8b\u5b50\u4e2d\u662f100":39,"\u4f8b\u5b50\u4e2d\u662f4096":39,"\u4f8b\u5b50\u4e2d\u662f8192":39,"\u4f8b\u5b50\u4e2d\u662ffc":39,"\u4f8b\u5b50\u4e2d\u662fsoftmax":39,"\u4f8b\u5b50\u4f7f\u7528":48,"\u4f9bpaddlepaddle\u52a0\u8f7d":45,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":62,"\u4f9d\u6b21\u7c7b\u63a8":24,"\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":34,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":34,"\u4fbf\u5b9c":34,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":21,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":45,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":63,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":45,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":45,"\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":43,"\u4fee\u590d\u6240\u6709bug\u540e":24,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":24,"\u4fee\u590dubuntu":24,"\u4fee\u6539":[48,49],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":49,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":42,"\u4fee\u6539\u6587\u6863":41,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[34,38],"\u503c\u5f97\u6df1\u5165\u5206\u6790":42,"\u503c\u7c7b\u578b":47,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":25,"\u5047\u8bbe":39,"\u5047\u8bbe\u53d8\u91cf":26,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":28,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":39,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":54,"\u504f\u7f6e\u53c2\u6570":56,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":39,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":24,"\u505a\u63a5\u53e3":21,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":45,"\u505c\u7535":34,"\u50cf":28,"\u513f\u7ae5\u7247":59,"\u5143\u7d20":33,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":33,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":22,"\u5148\u8c03\u7528initializer\u51fd\u6570":58,"\u5168\u5bb6":34,"\u5168\u8fde\u63a5\u5c42":[26,54,55,60],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":39,"\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":39,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":39,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":39,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":39,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":61,"\u516c\u5f0f":28,"\u516c\u94a5\u5199\u5165":43,"\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":34,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":38,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":31,"\u5173\u4e8eunbound":36,"\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":[3,21,24,25,26,31,37,39,54,55,56],"\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\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":33,"\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":45,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":45,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":31,"\u5176\u4ed6":59,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":28,"\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\u51fd\u6570\u5747\u8fd4\u56de":22,"\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":47,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":24,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":37,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":39,"\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":36,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":25,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":48,"\u5176\u6b21":[3,34,58],"\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":34,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":63,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":37,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[22,25],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":22,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,39],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":36,"\u5177\u4f53\u5982\u4e0b":28,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":42,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":25,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":58,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":56,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,22,38],"\u5177\u4f53\u8bf7\u89c1":38,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":34,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":62,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":37,"\u5185\u5b58":42,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":45,"\u5185\u5bb9":58,"\u5185\u5bb9\u5982\u4e0b":49,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":34,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":50,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":28,"\u5185\u90e8":50,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":21,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":60,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":21,"\u518d\u57fa\u4e8e":24,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":34,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":34,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":34,"\u518d\u6307\u5b9a":27,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":39,"\u518d\u901a\u8fc7\u51fd\u6570":50,"\u5192\u9669\u7247":59,"\u5197\u4f59\u7b49\u529f\u80fd":48,"\u5199\u4ee3\u7801":21,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\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":39,"\u519c\u6c11":59,"\u51c6\u5907":34,"\u51c6\u5907\u597d\u6570\u636e":60,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":37,"\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":34,"\u51fa\u5dee":34,"\u51fa\u6765":34,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":25,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":25,"\u51fd\u6570":[3,26,37,39,42,61,62],"\u51fd\u6570\u4e2d":37,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":43,"\u51fd\u6570\u5047\u8bbe":37,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":42,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":36,"\u51fd\u6570\u540d\u4e3a":22,"\u51fd\u6570\u547d\u540d":21,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":37,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":39,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":39,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":36,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":39,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":42,"\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":39,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":39,"\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":36,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":34,"\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":36,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":26,"\u5206\u522b\u662f":33,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":37,"\u5206\u522b\u662fsentences\u548clabel":34,"\u5206\u522b\u662fwords\u548clabel":34,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":39,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":34,"\u5206\u5272":[59,61],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":60,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":48,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[24,38],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":24,"\u5206\u652f\u4e0a":38,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":38,"\u5206\u652f\u4e2d":24,"\u5206\u652f\u4e3a\u5f00\u53d1":24,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":24,"\u5206\u652f\u4e3a\u7a33\u5b9a":24,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":24,"\u5206\u652f\u5408\u5165":24,"\u5206\u652f\u5408\u5165master\u5206\u652f":24,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":24,"\u5206\u652f\u540d":38,"\u5206\u652f\u540d\u4e3a":24,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":24,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":24,"\u5206\u652f\u89c4\u8303":38,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":42,"\u5206\u7247":18,"\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":45,"\u5206\u9694":[54,60],"\u5206\u9694\u7b26\u4e3a":59,"\u5207\u6362\u5230":38,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":38,"\u5217\u8868":60,"\u5217\u8868\u5982\u4e0b":[3,31],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":39,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":61,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":45,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":45,"\u5219\u5148\u505a\u5d4c\u5165":60,"\u5219\u53ef\u4ee5\u50cf":43,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":58,"\u5219\u5ffd\u7565":18,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":45,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":42,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":45,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":25,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5219\u9700\u8981\u914d\u7f6e":48,"\u521b\u5efa\u4e00\u4e2akubernet":50,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":28,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":38,"\u521b\u5efa\u6210\u529f\u540e":50,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":63,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":39,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":39,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":45,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":54,"\u521d\u59cb\u5316\u7236\u7c7b":39,"\u521d\u59cb\u5316biases_":39,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":36,"\u5220\u9664":38,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\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":36,"\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":34,"\u5230":[18,25,37],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":43,"\u5230\u672c\u5730":38,"\u5230\u6b64":28,"\u5230\u76ee\u524d\u4e3a\u6b62":61,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":50,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":28,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":28,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":50,"\u5237\u7259":34,"\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":34,"\u524d\u5411\u4f20\u64ad":39,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":39,"\u524d\u5411\u548c\u540e\u5411":39,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":38,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":24,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":39,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":58,"\u52a0\u5165":42,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":37,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":37,"\u52a0\u8f7d\u6570\u636e":61,"\u52a0\u8f7d\u6a21\u578b":61,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":63,"\u52a0\u8f7dtest":45,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"\u52a8\u4f5c\u7247":59,"\u52a8\u6001\u5e93":21,"\u52a8\u753b\u7247":59,"\u52a8\u8bcd":61,"\u52a9\u624b":39,"\u5305\u542b12":62,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":54,"\u5305\u542b3\u4e2a\u5c5e\u6027":54,"\u5305\u542b50":62,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":22,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":28,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":25,"\u5305\u62ec":[19,45,58,61,63],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":59,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":25,"\u5305\u62ec\u6570\u636e\u8f93\u5165":26,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u5305\u62ec\u751f\u6210cpu":27,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":31,"\u5305\u62ec\u7b80\u5355\u7684":58,"\u5305\u62ecbool":47,"\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":34,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":34,"\u533b\u751f":59,"\u533b\u7597\u4fdd\u5065":59,"\u5341\u4e00":34,"\u5347\u5e8f\u6392\u5217":63,"\u534e\u6da6\u4e07\u5bb6":34,"\u534f\u540c\u5b8c\u6210releas":24,"\u5355\u4e2a\u503c":19,"\u5355\u4f4d\u662fmb":45,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":25,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":44,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":34,"\u5355\u53cc\u5c42rnn":35,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":26,"\u5355\u5c42":36,"\u5355\u5c42\u4e0d\u7b49\u957frnn":34,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":34,"\u5355\u5c42\u5e8f\u5217":33,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":33,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":33,"\u5355\u5c42\u6216\u53cc\u5c42":33,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u5355\u5c42rnn":[34,36],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":34,"\u5355\u673acpu\u8bad\u7ec3":25,"\u5355\u673agpu\u8bad\u7ec3":25,"\u5355\u6b65\u51fd\u6570":37,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":37,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":37,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":37,"\u5355\u70b9\u6545\u969c":18,"\u5355\u8fdb\u5355\u51fa":36,"\u5360\u4f4d\u7b26":54,"\u536b\u751f":34,"\u5373":[22,25,26,40,50,58,62],"\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":34,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":34,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":34,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":34,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":34,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":34,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":34,"\u5373\u4f7f\u7528":22,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":45,"\u5373\u4f7fc":22,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":22,"\u5373\u4fbf\u8bbe\u7f6e":25,"\u5373\u4fbfpaddl":22,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":36,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":37,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":62,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":36,"\u5373\u53ef":26,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":25,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":40,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":34,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":25,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,31],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":22,"\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":34,"\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":34,"\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":36,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":34,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":33,"\u5373\u6574\u6570\u6570\u7ec4":34,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":34,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":34,"\u5373\u66b4\u9732":22,"\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":34,"\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,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":21,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":25,"\u5373input":36,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":34,"\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":34,"\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":34,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,21,39,44,50,54,56,62],"\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":44,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":45,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":45,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":45,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":25,"\u53c2\u6570\u6982\u8ff0":46,"\u53c2\u6570\u7684\u89e3\u6790":50,"\u53c2\u6570\u7ef4\u5ea6":54,"\u53c2\u6570\u884c":54,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":34,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":37,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":38,"\u53c2\u8003":[21,48],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":42,"\u53c2\u8003\u6587\u732e":63,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":34,"\u53c2\u8003\u955c\u50cf\u7684":50,"\u53c8":34,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":33,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":25,"\u53ca":39,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":37,"\u53cc\u5c42":36,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":34,"\u53cc\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":34,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":33,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":36,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":33,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":33,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":34,"\u53cc\u5c42rnn":36,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":34,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":34,"\u53cc\u8fdb\u5355\u51fa":36,"\u53cc\u8fdb\u53cc\u51fa":36,"\u53cd\u4e4b\u5219":61,"\u53cd\u5411\u4f20\u64ad":39,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u53d1\u5e03":28,"\u53d1\u5e03\u5230dockerhub":24,"\u53d1\u5e03\u5230github":24,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":25,"\u53d1\u884c\u548c\u7ef4\u62a4":38,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":45,"\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":39,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":34,"\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":42,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":28,"\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":47,"\u53e6\u5916":34,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":56,"\u53ea\u4f5c\u4e3aread":36,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":45,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":59,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":27,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\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":34,"\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\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":28,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":22,"\u53ea\u6709":34,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":54,"\u53ea\u6709\u542b\u6709\u4eba":59,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":45,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":36,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":47,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":21,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":34,"\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":36,"\u53ea\u9488\u5bf9\u5185\u5b58":25,"\u53ea\u9700\u4e2d\u65ad":43,"\u53ea\u9700\u4f7f\u7528":43,"\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":43,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":37,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\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":[34,38,43],"\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,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":30,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":25,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":45,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":50,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\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":[34,37,48,50,63],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":54,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":31,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":42,"\u53ef\u4ee5\u5728":28,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":21,"\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\u5728\u8fd9\u4e2a":38,"\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":36,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":42,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":28,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":40,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":34,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":62,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[33,36],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":36,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":39,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":36,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":36,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":45,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\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":47,"\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\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":38,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":42,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":33,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":42,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":24,"\u53ef\u4ee5\u7f16\u5199":28,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":25,"\u53ef\u4ee5\u8bbe\u7f6e":55,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":31,"\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":47,"\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":37,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\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":47,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":58,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":50,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":25,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":25,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":42,"\u53ef\u9009":[3,39],"\u53f3\u8fb9\u662f":56,"\u5403":34,"\u5403\u996d":34,"\u5404\u65b9\u9762":34,"\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":34,"\u5408\u5e76":63,"\u5408\u5e76\u6bcf\u4e2a":63,"\u5408\u7406":34,"\u540c\u65f6":[25,42],"\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\u53ef\u4ee5\u901a\u8fc7":38,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":36,"\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":42,"\u540c\u65f6\u518d\u5c06":24,"\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\u63d0\u8d77":24,"\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":47,"\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":31,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":45,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":36,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":45,"\u540d\u5b57\u4fee\u9970":21,"\u540d\u79f0":58,"\u540e":[25,27,38,50,62],"\u540e\u5411\u4f20\u64ad":39,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":62,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411\u91cfenable_parallel_vector":44,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":24,"\u5426":27,"\u5426\u5219":[2,43,60],"\u5426\u5219\u4f1a\u628a":38,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":63,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":45,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":45,"\u5426\u5219\u4f7f\u7528gpu":47,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":37,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":21,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":43,"\u5426\u5b9a":61,"\u542b\u4e49":[56,62],"\u542b\u6709":59,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":39,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":50,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":45,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":45,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":45,"\u5440":34,"\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":34,"\u547d\u4ee4":43,"\u547d\u4ee4\u4e3a":49,"\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":43,"\u547d\u540d\u4e3a":38,"\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":[19,21,22,24,25,26,27,34,37,38,39,40,42,43,47,48,54,55,58,60,63],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":34,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,31],"\u548c\u4e2d\u6587\u6587\u6863":40,"\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":39,"\u548c\u533a\u57df\u6807\u8bb0":61,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":33,"\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":33,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":37,"\u548c\u68af\u5ea6\u622a\u65ad":58,"\u548c\u6a21\u578b\u8def\u5f84":62,"\u548c\u771f\u5b9e":26,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":34,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u548c\u7b2c6\u884c\u7684":63,"\u548c\u90e8\u5206layer":36,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":63,"\u548cargument":61,"\u548ccudnn":30,"\u548cpool":33,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":56,"\u54c1\u8d28":34,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u54ea\u4e9b\u4e0d\u662f":34,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":37,"\u5546\u52a1":34,"\u554a":34,"\u559c\u5267\u7247":59,"\u5668":58,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,31],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":26,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":39,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":61,"\u56e0\u4e3a\u53c2\u6570":47,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":37,"\u56e0\u4e3a\u5b83\u6bd4":37,"\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\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":28,"\u56e0\u4e3apaddlepaddle\u7684v2":40,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":25,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":21,"\u56e0\u6b64":[2,3,34,36,39],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":34,"\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":34,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":39,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":44,"\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\u50cf\u5206\u7c7b":[24,57],"\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":[3,22,24,30,33,34,37,38,43,56,58,59,61],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":49,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":39,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":61,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":45,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":34,"\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\u4e4b\u540e\u7684":25,"\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\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":31,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":39,"\u5728\u51c6\u5907\u53d1\u8d77":38,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u51fd\u6570":50,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":45,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":45,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":34,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":45,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":45,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":34,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":25,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":34,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":48,"\u5728\u542f\u52a8job\u4e4b\u524d":50,"\u5728\u56fd\u5185":28,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":45,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":31,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":31,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":22,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":50,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":50,"\u5728\u5c42\u4e2d\u6307\u5b9a":47,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":36,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[19,55],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":22,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":39,"\u5728\u5f97\u5230":50,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":37,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":62,"\u5728\u63d0\u4ea4":38,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":31,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":58,"\u5728\u6587\u4ef6":60,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":62,"\u5728\u672c\u4f8b\u4e2d":[34,38,47],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[37,55],"\u5728\u672c\u6587\u4e2d":43,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":43,"\u5728\u672c\u6f14\u793a\u4e2d":62,"\u5728\u672c\u793a\u4f8b\u4e2d":[34,62],"\u5728\u672c\u8282\u4e2d":37,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":45,"\u5728\u6837\u4f8b\u4e2d":22,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":43,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":58,"\u5728\u6b64":[0,44,47],"\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":37,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":34,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":37,"\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":45,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":56,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":38,"\u5728\u6f14\u793a\u4e2d":61,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":48,"\u5728\u751f\u6210\u65f6":37,"\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\u4f7f\u7528c":22,"\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\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u7ec4\u5408\u65f6":31,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":40,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":39,"\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":33,"\u5728\u8bad\u7ec3\u4e2d":37,"\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":45,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":24,"\u5728\u8be5\u914d\u7f6e\u76847":34,"\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":42,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":36,"\u5728\u8fd0\u884c":62,"\u5728\u8fd9\u4e2a":24,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":63,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[26,62],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[39,49],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":34,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":42,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":37,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":61,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":24,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":60,"\u5728\u8fd9\u4e9blayer\u4e2d":34,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":62,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[37,39],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":36,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":49,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":50,"\u5728\u8fd9\u91cc":36,"\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":39,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":31,"\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":47,"\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,"\u5728c":21,"\u5728c\u7684\u5934\u6587\u4ef6":21,"\u5728cub":55,"\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":47,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paddlepaddle\u4e2d":[31,36],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":34,"\u5728paddlepaddle\u91cc":26,"\u5728paramet":18,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":36,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":36,"\u5728trainer":47,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":34,"\u5730\u7406\u4f4d\u7f6e":34,"\u5730\u94c1\u7ad9":34,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":22,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":56,"\u5747\u5300\u5206\u5e03":25,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":45,"\u5747\u662f\u5728":22,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":34,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":34,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":36,"\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":32,"\u57fa\u672c\u76f8\u540c":54,"\u586b\u5199":38,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":49,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":47,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":39,"\u58f0\u660epython\u6570\u636e\u6e90":60,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":42,"\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":36,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":60,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":55,"\u5907\u6ce8":42,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":42,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":34,"\u5916\u5c42outer_step\u4e2d":34,"\u591a\u4e2a\u503c":19,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":58,"\u591a\u4e2aparamet":18,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":36,"\u591a\u673a\u8bad\u7ec3":25,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":36,"\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":39,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":39,"\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":39,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":21,"\u5927\u5b66\u751f":59,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":28,"\u5927\u5c0f":43,"\u5929":34,"\u5929\u4e00\u5e7f\u573a":34,"\u5929\u4e00\u9601":34,"\u5929\u732b":62,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":39,"\u5934\u6587\u4ef6\u5982\u4e0b":39,"\u5947\u5e7b\u7247":59,"\u597d":34,"\u597d\u5403":34,"\u597d\u8bc4":58,"\u5982":[3,37,38,43,47],"\u59822":43,"\u5982\u4e0b":[3,60,62],"\u5982\u4e0b\u56fe\u6240\u793a":[34,42,55],"\u5982\u4e0b\u6240\u793a":[47,56,60],"\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":41,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":41,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":58,"\u5982\u4fe1\u606f\u63d0\u53d6":61,"\u5982\u56fe2\u6240\u793a":62,"\u5982\u56fe\u4e2dtrainer":18,"\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":39,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":56,"\u5982\u679c\u4e0d\u4e3a0":45,"\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":45,"\u5982\u679c\u4e3afals":45,"\u5982\u679c\u4e3atrue":[3,45],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":27,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":45,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":62,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":37,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":62,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":47,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":45,"\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":37,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":55,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":39,"\u5982\u679c\u4f7f\u7528":[43,54],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":30,"\u5982\u679c\u4f7f\u7528nvidia":28,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":48,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":21,"\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":45,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":45,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":45,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":25,"\u5982\u679c\u5931\u8d25":24,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\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\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":27,"\u5982\u679c\u60a8":28,"\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":42,"\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":42,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":42,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":34,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":42,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":42,"\u5982\u679c\u6267\u884c\u5931\u8d25":48,"\u5982\u679c\u6267\u884c\u6210\u529f":56,"\u5982\u679c\u63d0\u793a\u6b63\u786e":40,"\u5982\u679c\u63d0\u793a\u9519\u8bef":40,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":62,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":48,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u662f\u5e8f\u5217":60,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":36,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":36,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":38,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":24,"\u5982\u679c\u672a\u8bbe\u7f6e":45,"\u5982\u679c\u672a\u8bbe\u7f6egpu":47,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":22,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":42,"\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":45,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":36,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":63,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":45,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\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\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":21,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":42,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":43,"\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":39,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":37,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":62,"\u5982\u679c\u8981\u4f7f\u7528gpu":28,"\u5982\u679c\u8981\u542f\u7528gpu":43,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":38,"\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":45,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":21,"\u5982\u679c\u8f93\u51fa\u662fno":28,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[56,62],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":43,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":28,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":39,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":39,"\u5982\u679clearning_rate\u592a\u5927":25,"\u5982\u679clearning_rate\u592a\u5c0f":25,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":25,"\u5982\u679cparamet":18,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":38,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":25,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":38,"\u5982\u9ad8\u4eae\u90e8\u5206":42,"\u5b50":34,"\u5b50\u53e5":36,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":36,"\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,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\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\u6210\u672c\u9ad8":21,"\u5b66\u4e60\u7b97\u6cd5":26,"\u5b66\u672f":59,"\u5b81\u6ce2":34,"\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":37,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":43,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":37,"\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":39,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":39,"\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":37,"\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":43,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":38,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":42,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":63,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":39,"\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":43,"\u5b83\u5b9a\u4e49\u4e86":37,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":26,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":37,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":43,"\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":39,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":34,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":34,"\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":43,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":63,"\u5b83\u7684":37,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":62,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":33,"\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":39,"\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":39,"\u5b89\u6392":34,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":32,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":30,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":22,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":40,"\u5b89\u88c5\u5b8c\u6210\u540e":30,"\u5b89\u88c5\u6587\u6863":31,"\u5b89\u88c5\u6d41\u7a0b":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":34,"\u5b8c\u6210":38,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":36,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":50,"\u5b8c\u6210\u5f00\u53d1":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":33,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":31,"\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":39,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":37,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":37,"\u5b98\u65b9\u6587\u6863":27,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":36,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":36,"\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":36,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":45,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":26,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":37,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":37,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":62,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":26,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":37,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":37,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":31,"\u5b9e\u4f8b\u5982\u4e0b":61,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":34,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":39,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":37,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":39,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":39,"\u5b9e\u73b0\u7b80\u5355":21,"\u5b9e\u73b0\u7ec6\u8282":39,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":39,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":39,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":36,"\u5b9e\u73b0\u8be5\u5c42\u7684c":39,"\u5b9e\u9645\u4e0a\u53ea\u6709":56,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":59,"\u5ba2\u6237":34,"\u5ba2\u6237\u670d\u52a1":59,"\u5bb6":34,"\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":42,"\u5bf9":34,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,31],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,31],"\u5bf9\u4e8e":37,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":21,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":34,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":34,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":34,"\u5bf9\u4e8e\u53cc\u5c42rnn":34,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":21,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":34,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":21,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":21,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":39,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":63,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":34,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":34,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":60,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":22,"\u5bf9\u4e8e\u6bcf\u79cdc":22,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":58,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":37,"\u5bf9\u4e8eamazon":58,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":39,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":55,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":36,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":36,"\u5bf9\u5e94\u4e8e\u5b57\u5178":54,"\u5bf9\u5e94\u7684":3,"\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":39,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":39,"\u5bf9\u6bd4":21,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":39,"\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,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":60,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":22,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":36,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":24,"\u5bf9\u9762":34,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,31],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":22,"\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":42,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":39,"\u5c06":[3,24,25,42,58],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\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":37,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":60,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":45,"\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":34,"\u5c06\u542b\u6709\u5b50\u53e5":36,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\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":43,"\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":34,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":45,"\u5c06\u5927\u91cf\u7684":21,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":25,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":37,"\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\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":24,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":39,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":60,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":38,"\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\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":43,"\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":34,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":38,"\u5c06\u900f\u660e":43,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":50,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":24,"\u5c11\u4e8e5":43,"\u5c1a\u53ef":34,"\u5c31":34,"\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":34,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":26,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":42,"\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":42,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":21,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":28,"\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":39,"\u5c42\u6743\u91cd":56,"\u5c42\u6b21\u5316\u7684rnn":36,"\u5c42\u7279\u5f81":56,"\u5c42\u7684\u540d\u79f0\u4e0e":37,"\u5c42\u7684\u5927\u5c0f":39,"\u5c42\u7684\u7279\u5f81":56,"\u5c42\u7684\u7c7b\u578b":39,"\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":37,"\u5c42\u7ec4\u6210\u4e00\u5bf9":61,"\u5c45\u7136":34,"\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":45,"\u5de5\u4f5c\u7a7a\u95f4":43,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":43,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":43,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":43,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":43,"\u5de5\u5177":62,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":62,"\u5de5\u5177\u6765\u7ba1\u7406":38,"\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":38,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":45,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":43,"\u5e02\u573a":59,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":42,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":60,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":36,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":36,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":33,"\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":34,"\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\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\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":39,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":34,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":50,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":34,"\u5e76\u4e14":[3,37],"\u5e76\u4e14\u4f7f\u7528":22,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":34,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":63,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":47,"\u5e76\u4e14\u5305\u62ecunit":38,"\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\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":21,"\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\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":31,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":25,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":62,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":38,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":21,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":38,"\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":43,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":39,"\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\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":38,"\u5e76\u521b\u5efaoptim":31,"\u5e76\u5220\u9664":24,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":39,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":37,"\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":39,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":39,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":37,"\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\u5c06c":22,"\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\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\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\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":21,"\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\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u89c2\u5bdf\u7ed3\u679c":42,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":38,"\u5e76\u8bbe\u7f6e":[30,43],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":31,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":24,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":58,"\u5e8a\u4e0a\u7528\u54c1":34,"\u5e8a\u57ab":34,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":33,"\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":36,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":33,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":36,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":36,"\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":33,"\u5e8f\u5217\u7684\u7ed3\u5c3e":63,"\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5e93":43,"\u5e93\u7684\u8def\u5f84":43,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":37,"\u5e94\u7528\u6a21\u578b":58,"\u5e94\u8be5":34,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":37,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":25,"\u5e95\u5c42\u8fdb\u7a0b":43,"\u5efa\u7acb\u4e00\u4e2a":38,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":24,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":43,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":45,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":22,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":38,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":24,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":40,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":24,"\u5f00\u53d1\u955c\u50cf":[28,38],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":28,"\u5f00\u59cb":26,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f00\u59cb\u6807\u8bb0":37,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":58,"\u5f00\u59cb\u9636\u6bb5":42,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":44,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\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":13,"\u5f15\u5bfc\u5c42":37,"\u5f15\u7528":43,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":36,"\u5f3a\u70c8\u63a8\u8350":34,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":60,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":37,"\u5f53":47,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":62,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":39,"\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":37,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":39,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":34,"\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\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":24,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":45,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":45,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":48,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":50,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":45,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":58,"\u5f53\u6a21\u5f0f\u4e3a":45,"\u5f53\u7136":42,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":22,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":39,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":37,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":45,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":47,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":63,"\u5f53classif":63,"\u5f62\u6210recurr":36,"\u5f62\u6210recurrent\u8fde\u63a5":36,"\u5f62\u72b6":56,"\u5f88":[34,58],"\u5f88\u591a":34,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":28,"\u5f88\u5b89\u9759":34,"\u5f88\u5e72\u51c0":34,"\u5f88\u65b9\u4fbf":34,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":42,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":55,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":59,"\u5f97":34,"\u5f97\u4f7f\u7528":21,"\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":36,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":37,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":37,"\u5faa\u73af\u7f51\u7edc\u4ece":37,"\u5fc5\u8981":22,"\u5fc5\u987b":39,"\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":34,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":36,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":37,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":62,"\u5feb":[34,62],"\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":34,"\u6027\u522b":[59,60],"\u6027\u80fd\u5206\u6790":42,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":42,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":42,"\u6027\u80fd\u8c03\u4f18":44,"\u603b\u4f53\u6765\u8bf4":34,"\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":42,"\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":42,"\u60a8\u53ef\u4ee5\u5bfc\u5165":42,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":42,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":37,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":42,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":42,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":42,"\u60a8\u9700\u8981\u66f4\u6539":28,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":42,"\u60ac\u7591\u7247":59,"\u60c5\u6001\u52a8\u8bcd":61,"\u60c5\u611f\u5206\u6790":[24,57],"\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":37,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":45,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":45,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":45,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":45,"\u611f\u89c9":34,"\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":39,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":42,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":22,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":31,"\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":39,"\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\u5728":28,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":39,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":39,"\u6211\u4eec\u4f7f\u7528":[39,43,62],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":31,"\u6211\u4eec\u4f7f\u7528\u4e86":34,"\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\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\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":47,"\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\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":31,"\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":34,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":58,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":38,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":55,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":31,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":37,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":31,"\u6211\u4eec\u53ef\u4ee5\u5728":38,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":31,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":31,"\u6211\u4eec\u53ef\u4ee5\u5c06":43,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":33,"\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":36,"\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":37,"\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":37,"\u6211\u4eec\u5c06":[50,60],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":34,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":49,"\u6211\u4eec\u5c06\u4ee5":[43,58],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":58,"\u6211\u4eec\u5c06\u4f7f\u7528":37,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":37,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":55,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":34,"\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":44,"\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":43,"\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":43,"\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\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":38,"\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":37,"\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":39,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":39,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":58,"\u6211\u4eec\u611f\u8c22":63,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":28,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":28,"\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\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":40,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":28,"\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\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":28,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":34,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":37,"\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\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":38,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":61,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":34,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":34,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":62,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":38,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":33,"\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":37,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":34,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":43,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":50,"\u6211\u4eec\u9075\u5faa":63,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":61,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":58,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":28,"\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":43,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":39,"\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\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":31,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":62,"\u6211\u5220\u9664\u4e86":38,"\u6216":[3,42,55,61],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6216\u4e00\u4e2a\u5411\u91cf":36,"\u6216\u4e0d\u786e\u5b9a":59,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":60,"\u6216\u6700\u5927\u503c":33,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":33,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":33,"\u6216\u8005":[21,22,25,28,30,33,34,42],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[33,36],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":42,"\u6216\u8005\u53cd\u5411\u5730\u4ece":37,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":45,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":44,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":34,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":33,"\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":42,"\u6216\u8005\u66f4\u65e9":25,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\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":47,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":28,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":45,"\u6216gpu\u4e2a\u6570":62,"\u6218\u4e89\u7247":59,"\u623f":34,"\u623f\u95f4":34,"\u6240\u4ee5":[3,25],"\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\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":34,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":28,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":48,"\u6240\u4ee5\u5bf9":34,"\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":42,"\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":40,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":34,"\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":43,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":39,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":34,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":22,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":38,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":45,"\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":43,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":43,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":62,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":28,"\u6240\u6709\u7684":[38,39],"\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":39,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":22,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":34,"\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":39,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":39,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":22,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":39,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":43,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":37,"\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\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\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":34,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":28,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":42,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":60,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":27,"\u6253\u5f00":42,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":40,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":22,"\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":37,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":42,"\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":37,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":42,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":42,"\u6280\u672f\u5458":59,"\u628a":[19,39],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":62,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":28,"\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":37,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":37,"\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":36,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":34,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":50,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":58,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":28,"\u6307\u5411\u4e00\u4e2alayer":36,"\u6307\u5b9a":[25,36,37],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":45,"\u6307\u5b9a\u4f7f\u75282":25,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":58,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":45,"\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":36,"\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":45,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":34,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":45,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":45,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":45,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":45,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":45,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":45,"\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":45,"\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":45,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":50,"\u6309\u94ae":38,"\u633a":34,"\u633a\u597d":34,"\u6355\u83b7":58,"\u6362":34,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":33,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":31,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":31,"\u63a5\u4e0b\u6765":[58,62],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":42,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":42,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":38,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":38,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":58,"\u63a5\u4e0b\u6765\u7b49\u5f85":38,"\u63a5\u53d7":61,"\u63a5\u53d7\u7684\u4e1c\u897f":61,"\u63a5\u53d7\u8005":61,"\u63a5\u53e3":[21,22],"\u63a5\u53e3\u540d\u79f0":43,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":22,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":56,"\u63a5\u53e3\u662f":19,"\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\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":28,"\u63a7\u5236":45,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":26,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":28,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":28,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":39,"\u63a8\u8350":34,"\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":43,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":38,"\u63a8\u9500\u5458":59,"\u63cf\u8ff0":27,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":58,"\u63cf\u8ff0\u95ee\u9898":38,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":48,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":40,"\u63d0\u4f9b":43,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":50,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":43,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":43,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":43,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":33,"\u63d0\u4f9b\u6700\u65b0":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":43,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":54,"\u63d0\u793a":25,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":31,"\u64cd\u4f5c":34,"\u64cd\u6301\u5bb6\u52a1\u8005":59,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":30,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[35,36],"\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":34,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"\u6548\u679c\u603b\u7ed3":58,"\u6559\u7a0b\u6587\u6863\u5230":43,"\u6559\u80b2\u5de5\u4f5c\u8005":59,"\u6570":[36,61],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":36,"\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":43,"\u6570\u636e\u63d0\u4f9b\u5668":44,"\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":37,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":43,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":21,"\u6570\u636e\u8f93\u5165":36,"\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\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":19,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\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":47,"\u6574\u4f53":34,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":34,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":50,"\u6574\u6570":39,"\u6574\u6570\u6807\u7b7e":[3,31],"\u6574\u6d01":34,"\u6587\u4e66\u5de5\u4f5c":59,"\u6587\u4ef6":[21,38,49,61],"\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\u4e4b\u5916":38,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":56,"\u6587\u4ef6\u5185\u5bb9\u4e3a":21,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":60,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\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\u5bf9\u5e94\u7684data":19,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":60,"\u6587\u4ef6\u7684\u6539\u53d8":38,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":60,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":55,"\u6587\u4ef6\u7d22\u5f15":43,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":58,"\u6587\u4ef6model":47,"\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,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":28,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":61,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":40,"\u6587\u7ae0":50,"\u65b0":34,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":39,"\u65b0\u624b\u5165\u95e8":53,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":24,"\u65b9\u4fbf":34,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":27,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":28,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":24,"\u65b9\u5f0f1":25,"\u65b9\u5f0f2":25,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":61,"\u65b9\u6cd5\u4e00":47,"\u65b9\u6cd5\u4e09":47,"\u65b9\u6cd5\u4e8c":47,"\u65c1\u8fb9":34,"\u65c5\u6e38\u7f51\u7ad9":62,"\u65e0":34,"\u65e0\u4e1a\u4eba\u58eb":59,"\u65e0\u5ef6\u8fdf":45,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":21,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u4ece":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\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":34,"\u65f6":[18,25,33,37,39,45,50],"\u65f6\u5019":34,"\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":39,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":47,"\u65f6\u95f4":34,"\u65f6\u95f4\u6233":59,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":59,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":34,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":39,"\u662f":[27,34],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":39,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":42,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":42,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":61,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":33,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":21,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":42,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":47,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":26,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":22,"\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":39,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":36,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,31],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":36,"\u662f\u4e00\u7ec4":48,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":49,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":21,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":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":37,"\u662f\u5176\u5927\u5c0f":26,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":63,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":22,"\u662f\u5411\u91cf":39,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":36,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":27,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":45,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":39,"\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":45,"\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":45,"\u662f\u5426\u652f\u6301gpu":27,"\u662f\u5426\u663e\u793a":45,"\u662f\u5426\u7a00\u758f":39,"\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":45,"\u662f\u56e0\u4e3ac99\u652f\u6301":21,"\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":37,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":26,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":39,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":39,"\u662f\u5e8f\u5217":60,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":33,"\u662f\u6211\u4eec":38,"\u662f\u6307":22,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":34,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":34,"\u662f\u6570\u636e\u8f93\u5165":37,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":60,"\u662f\u6709\u610f\u4e49\u7684":34,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":37,"\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\u7528\u6237\u4f7f\u7528c":22,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":63,"\u662f\u77e9\u9635":39,"\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":39,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":39,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":39,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":39,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":39,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":39,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":39,"\u662f\u8f93\u5165":37,"\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":42,"\u662fc":22,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":36,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":42,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":36,"\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":39,"\u662frnn\u72b6\u6001":37,"\u663e":58,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":34,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":29,"\u6682\u4e0d\u8003\u8651\u5728\u5185":25,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":22,"\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":36,"\u66f4\u5feb":37,"\u66f4\u65b0":25,"\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\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":58,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":58,"\u66f4\u8fdb\u4e00\u6b65":36,"\u66f4\u9ad8":37,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":36,"\u6700":34,"\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":[3,38,39,43,58,62],"\u6700\u540e\u4e00\u4e2a":33,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":31,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":26,"\u6700\u540e\u5220\u9664":24,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":39,"\u6700\u597d\u7684\u6a21\u578b\u662f":62,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":45,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":21,"\u6700\u65b0\u7684\u4ee3\u7801":38,"\u6700\u65b0log":62,"\u6700\u7ec8":39,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":36,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":31,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":28,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":36,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":26,"\u6708\u6e56":34,"\u6709":34,"\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":39,"\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":39,"\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":34,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":37,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":31,"\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":43,"\u6709\u65f6\u79f0\u4e3a":62,"\u6709\u6807\u51c6\u7684":21,"\u6709\u7684\u65f6\u5019":21,"\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":42,"\u670d\u52a1":34,"\u670d\u52a1\u5458":34,"\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":34,"\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\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":24,"\u672c\u5730\u6d4b\u8bd5":44,"\u672c\u5730\u8bad\u7ec3":44,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":47,"\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":37,"\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":34,"\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":34,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":34,"\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\u6863\u63cf\u8ff0paddl":22,"\u672c\u6765":34,"\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":34,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":34,"\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":47,"\u673a\u5668\u7ffb\u8bd1":[24,57],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":45,"\u6761\u4ef6\u4e0b":48,"\u6765":34,"\u6765\u4ee3\u66ff":38,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":39,"\u6765\u505ableu\u8bc4\u4f30":63,"\u6765\u505c\u6b62\u8bad\u7ec3":60,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":42,"\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":43,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":31,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":34,"\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":39,"\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\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":31,"\u6765\u6ce8\u518c\u8be5\u5c42":39,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":47,"\u6765\u751f\u6210\u5e8f\u5217":63,"\u6765\u7684\u79d2\u6570":59,"\u6765\u786e\u4fdd\u628a":21,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":39,"\u6765\u8868\u793a":37,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":61,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":21,"\u6765\u8ba1\u7b97\u68af\u5ea6":39,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":34,"\u6765\u8bbe\u7f6e":25,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":38,"\u6765\u8fd0\u884c":43,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":42,"\u6765\u8fd0\u884c\u955c\u50cf":28,"\u6765\u8fdb\u884c\u8ba8\u8bba":22,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":25,"\u676f\u5b50":34,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":33,"\u6784\u9020":50,"\u6784\u9020paddl":5,"\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":34,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":44,"\u67e5\u770b":[38,58],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":30,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":38,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":38,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":38,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":49,"\u6807\u51c6\u5dee\u4e3a":25,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":24,"\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\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":28,"\u6807\u7b7e\u6587\u4ef6":61,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":61,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":45,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":47,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":50,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":43,"\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":37,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":45,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":44,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":45,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":45,"\u6839\u636ecpu":28,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":49,"\u683c\u5f0f":45,"\u683c\u5f0f\u5982\u4e0b":58,"\u683c\u5f0f\u8bf4\u660e":54,"\u68af\u5ea6\u4f1a\u5c31\u5730":39,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":45,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":39,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":45,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":39,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":39,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u68d2":58,"\u697c\u5c42":34,"\u6a21\u5757":55,"\u6a21\u5757\u4e2d\u7684":3,"\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\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\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\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":43,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":63,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":37,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":37,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":37,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":54,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":37,"\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\u8bad\u7ec3\u7b49\u4efb\u52a1":31,"\u6a21\u578b\u8def\u5f84":[56,61],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":61,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":21,"\u6a21\u578b\u91c7\u7528":54,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":34,"\u6b22\u8fce\u901a\u8fc7":38,"\u6b63\u6837\u672c":58,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":25,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":44,"\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":34,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":42,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":62,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":28,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":36,"\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":24,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":58,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":34,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":34,"\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":43,"\u6bcf\u4e00\u4e2akey\u7531":60,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":34,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":62,"\u6bcf\u4e2a":[37,43,61],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u6bcf\u4e2a\u5355\u5c42rnn":36,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":63,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":34,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":37,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":37,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":34,"\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":39,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":58,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":45,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":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":36,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":34,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":39,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":34,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":34,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":60,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":60,"\u6bcf\u4e2a\u72b6\u6001":36,"\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":45,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":45,"\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":45,"\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":39,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":39,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":63,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\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\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\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":45,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":47,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":63,"\u6bcf\u6279\u6b21":45,"\u6bcf\u6b21":28,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":38,"\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\u8f93\u51fa\u4e00\u4e2adata":19,"\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":39,"\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":45,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":45,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":45,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":45,"\u6bcf\u969410\u5206\u949f":18,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":58,"\u6bcfdot":45,"\u6bcflog":45,"\u6bcfsave":45,"\u6bcftest":45,"\u6bd4\u5982":[19,25,28,38,58],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":34,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":38,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\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\u5982ide\u914d\u7f6e\u91cc":38,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6c34\u6e29":34,"\u6c49\u5ead":34,"\u6c60\u5316\u5c42":55,"\u6ca1":34,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":30,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":54,"\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":18,"\u6ce8\u610f":[3,27,28,31,37,39,40,50,55],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":50,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":47,"\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":34,"\u6d41":34,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":38,"\u6d44":34,"\u6d4b\u8bd5":38,"\u6d4b\u8bd5\u6570\u636e":43,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":43,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":43,"\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":43,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":43,"\u6d4b\u8bd5\u6570\u6910\u96c6":62,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":45,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":38,"\u6d4b\u8bd5\u6837\u672c":43,"\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":47,"\u6d4b\u8bd5\u811a\u672c\u662f":61,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":62,"\u6d4b\u8bd5docker\u955c\u50cf":24,"\u6d4b\u8bd5model_list":44,"\u6d4b\u8bd5save_dir":44,"\u6d4f\u89c8\u4ee3\u7801":28,"\u6d6a\u6f2b\u7247":59,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\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":39,"\u6dd8\u5b9d\u7b49":62,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":61,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":32,"\u6df7\u5408":61,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":37,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":50,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":25,"\u6e29\u99a8":34,"\u6e90":63,"\u6e90\u4ee3\u7801":[28,58],"\u6e90\u4ee3\u7801\u683c\u5f0f":38,"\u6e90\u5b57\u5178":63,"\u6e90\u5e8f\u5217":37,"\u6e90\u7801":28,"\u6e90\u7801\u4e0edemo":49,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":40,"\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":39,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":58,"\u6fc0\u6d3b\u65b9\u7a0b":39,"\u6fc0\u6d3b\u7684\u7c7b\u578b":39,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":34,"\u7136\u540e":[42,43,54,60],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":26,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":36,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":63,"\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\u5355\u51fb":38,"\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":34,"\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\u5728etcd\u7684":18,"\u7136\u540e\u5b9a\u4e49":37,"\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\u6240\u6709\u7528":38,"\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\u4ea4\u65b0\u6dfb\u52a0\u7684":38,"\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\u70b9\u51fb":38,"\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":39,"\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":[37,45],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":62,"\u7248\u672c":30,"\u7248\u672c\u5206\u652f":24,"\u7248\u672c\u53f7":24,"\u7248\u672c\u53f7rc":24,"\u7248\u672c\u5728":38,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":24,"\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\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":21,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":62,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":42,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u4ea7\u955c\u50cf":[28,38],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":28,"\u751f\u6210":50,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":21,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":40,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":37,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":63,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":63,"\u751f\u6210\u6587\u6863":21,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":28,"\u751f\u6210\u7684":19,"\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":37,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":39,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":38,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":60,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":28,"\u751f\u6210api\u6587\u6863":21,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":28,"\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":43,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":62,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":39,"\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":47,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":37,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":45,"\u7528\u4e8e\u653e\u7f6e":43,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":54,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":37,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":45,"\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":37,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":55,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":43,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":43,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":37,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":34,"\u7528\u6237":43,"\u7528\u62371\u7684\u7279\u5f81":60,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\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":36,"\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\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":28,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":28,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":40,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":40,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":54,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":22,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":19,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":58,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":22,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":45,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":47,"\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\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":40,"\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\u901a\u8fc7c":22,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":47,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":25,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":40,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":60,"\u7528\u6237id":59,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":59,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":39,"\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":36,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":28,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":34,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":48,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\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":34,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":39,"\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\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":21,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":26,"\u7531\u4e8estep":36,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":33,"\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":34,"\u767e\u4e07\u6570\u636e\u96c6":59,"\u7684":[34,38,43,49,50,58,62],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":36,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":26,"\u7684\u4e00\u79cd":63,"\u7684\u4e3a0":45,"\u7684\u4e3b\u8981\u90e8\u5206":61,"\u7684\u4efb\u4e00\u4e00\u79cd":25,"\u7684\u4efb\u52a1":63,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":33,"\u7684\u504f\u7f6e\u5411\u91cf":39,"\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":42,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":56,"\u7684\u522b\u540d":[6,7],"\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":45,"\u7684\u53d8\u6362\u77e9\u9635":39,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":62,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":37,"\u7684\u540e\u7f00":59,"\u7684\u5411\u91cf":39,"\u7684\u542f\u52a8\u53c2\u6570":50,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":50,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u7684\u5730\u5740":48,"\u7684\u5730\u65b9":38,"\u7684\u5747\u5300\u5206\u5e03":25,"\u7684\u5934\u6587\u4ef6":21,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":26,"\u7684\u5e73\u5747\u503c":33,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":34,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":38,"\u7684\u603b":43,"\u7684\u63a5\u53e3\u6837\u5f0f":21,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":38,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":58,"\u7684\u6570\u76ee\u4e00\u81f4":33,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":38,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":63,"\u7684\u65b9\u7a0b":39,"\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":34,"\u7684\u6700\u5c0f\u503c":45,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":38,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":37,"\u7684\u6837\u5f0f":38,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":36,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":36,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":61,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":38,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":21,"\u7684\u7248\u672c\u53f7":54,"\u7684\u7279\u5f81":56,"\u7684\u72b6\u6001":36,"\u7684\u7528\u6237\u53c2\u8003":43,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":60,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":26,"\u7684\u77e9\u9635":39,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":63,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":39,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":61,"\u7684\u7b2ci\u4e2a\u503c":39,"\u7684\u7b2cj\u4e2a\u503c":39,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":43,"\u7684\u7ed3\u6784\u5982\u4e0b":60,"\u7684\u7ef4\u5ea6":54,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":63,"\u7684\u89c4\u8303":21,"\u7684\u89d2\u5ea6":19,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":58,"\u7684\u8bdd":25,"\u7684\u8def\u5f84\u4e2d":62,"\u7684\u8f93\u5165":36,"\u7684\u8f93\u51fa":42,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":42,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":37,"\u7684\u8f93\u51fa\u683c\u5f0f":34,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":37,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":59,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":38,"\u7684\u90e8\u5206":43,"\u7684\u914d\u7f6e":54,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":38,"\u7684docker\u955c\u50cf":28,"\u76ee\u524d":[36,61],"\u76ee\u524d\u4f7f\u7528":38,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":33,"\u76ee\u524d\u652f\u6301fail":45,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":45,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":36,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":21,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":40,"\u76ee\u5f55":[43,49,50,62],"\u76ee\u5f55\u4e0b":[22,39,58,63],"\u76ee\u5f55\u4e0b\u627e\u5230":58,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":25,"\u76ee\u5f55\u4e2d":[43,60],"\u76ee\u5f55\u4e2d\u7684":[42,43],"\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":37,"\u76ee\u6807\u5b57\u5178":63,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":25,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":26,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":21,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":22,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":21,"\u76f4\u63a5\u8fd0\u884c":28,"\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":34,"\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":34,"\u77e9\u9635":44,"\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":38,"\u793a":58,"\u793a\u4f8b":[25,56],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":34,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":34,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":34,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":21,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":31,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":31,"\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\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":34,"\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,"\u79bb":34,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u79d1\u5b66\u5bb6":59,"\u79d1\u5e7b\u7247":59,"\u79f0\u4e3a":[37,38],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":28,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":28,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":33,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":45,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":39,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a00\u758f\u768401\u5411\u91cf":[3,31],"\u7a00\u758f\u7684\u5411\u91cf":[3,31],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":47,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":50,"\u7a0b\u5e8f\u505c\u6b62":45,"\u7a0b\u5e8f\u5458":59,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":45,"\u7a20\u5bc6\u5411\u91cf":39,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":50,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,31],"\u7a97\u6237":34,"\u7acb\u523b\u9000\u51fa":25,"\u7aef\u53e3":43,"\u7aef\u53e3\u6570":43,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":43,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":25,"\u7b2c":34,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":28,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":34,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":24,"\u7b2c\u4e00\u5929":34,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":28,"\u7b2c\u4e00\u7ae0\u8282":31,"\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\u4e09\u6b65\u5b8c\u6210\u540e":24,"\u7b2c\u4e8c":62,"\u7b2c\u4e8c\u4e2a\u4e3a":24,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":28,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":63,"\u7b2c\u4e8c\u6b65":[54,56],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":28,"\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":39,"\u7b49":22,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":22,"\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\u6587\u4ef6":22,"\u7b49\u7b49":[58,63],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":48,"\u7b80\u4ecb":41,"\u7b80\u5355\u6765\u8bf4":42,"\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":42,"\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":34,"\u7b97\u6cd5":[25,26,37,62],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":37,"\u7b97\u6cd5\u914d\u7f6e":62,"\u7ba1\u7406\u4eba\u5458":59,"\u7ba1\u7406\u5458":59,"\u7c7b\u4f3c":[22,33],"\u7c7b\u4f3c\u5730":61,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":39,"\u7c7b\u522b\u4e2a\u6570":55,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":44,"\u7c7b\u522bid":58,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":58,"\u7c7b\u540d\u548cc":21,"\u7c7b\u578b":[21,45,60],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":33,"\u7c7b\u578b\u662fsparse_binary_vector":[3,31],"\u7c7b\u578b\u662fsparse_float_vector":[3,31],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":34,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":39,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":39,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":25,"\u7ea2\u697c\u68a6":54,"\u7eaa\u5f55\u7247":59,"\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":47,"\u7ec6\u8282\u63cf\u8ff0":46,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":25,"\u7ed3\u5408":48,"\u7ed3\u675f\u6807\u8bb0":37,"\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,"\u7ed3\u8bba":21,"\u7ed9":34,"\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":36,"\u7edf\u4e00\u7528":19,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":34,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":34,"\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":37,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":37,"\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":37,"\u7f16\u7801\u5668\u8f93\u51fa":37,"\u7f16\u7801\u6e90\u5e8f\u5217":37,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":63,"\u7f16\u8bd1":[28,38],"\u7f16\u8bd1\u5668\u6ca1\u6709":21,"\u7f16\u8bd1\u578b\u8bed\u8a00":21,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":40,"\u7f16\u8bd1\u5b8c\u6210\u540e":40,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":45,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":29,"\u7f16\u8bd1\u751f\u6210":40,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":24,"\u7f16\u8bd1\u9009\u9879":27,"\u7f16\u8bd1c":22,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1ubuntu\u7684deb\u5305":24,"\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":39,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":39,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":39,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":39,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":45,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":39,"\u7f51\u7edc\u63a5\u53e3\u5361":43,"\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\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":60,"\u7f51\u7edc\u901a\u4fe1":39,"\u7f51\u7edc\u914d\u7f6e":[43,58,62],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[56,61],"\u800c":[26,37,49,60],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":62,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":22,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":21,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":43,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":25,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":34,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":62,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":22,"\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":45,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":42,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":42,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":47,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":34,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":56,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":21,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":21,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":62,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":34,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":34,"\u800c\u5bf9\u4e8egolang":21,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":21,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":34,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":42,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":25,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":22,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":42,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":44,"\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":37,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":31,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":47,"\u800c\u7cfb\u7edf\u4e2d\u7684":25,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":34,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":34,"\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":36,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":21,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":31,"\u800cweight":55,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":31,"\u804c\u4e1a":59,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":59,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":36,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":36,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":58,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":36,"\u80fd\u83b7\u53d6":43,"\u811a\u672c":[43,55,60],"\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\u5173\u95ed\u5bf9\u5e94\u7684":38,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":43,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":36,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81ea\u52a8\u751f\u6210":40,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":37,"\u81ea\u5e95\u5411\u4e0a\u6cd5":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":47,"\u81ea\u7531\u804c\u4e1a\u8005":59,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":22,"\u81f3\u6b64":[3,34,38],"\u8212\u9002":34,"\u826f\u597d\u7684\u6587\u6863":21,"\u827a\u672f\u5bb6":59,"\u8282\u70b9\u4e2d\u7684":43,"\u82e5":39,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":33,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":42,"\u82e5\u6709\u5fc5\u8981":39,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":33,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":33,"\u82f1\u6587\u6587\u6863":40,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":40,"\u82f1\u8bed":63,"\u8303\u56f4":47,"\u83b7\u53d6":38,"\u83b7\u53d6\u5229\u7528":58,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":62,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":58,"\u83b7\u53d6\u901a\u8fc7":62,"\u83b7\u53d6trainer":50,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":39,"\u867d\u7136":26,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":22,"\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":43,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":44,"\u884c":54,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":56,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":59,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":28,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":39,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":39,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":48,"\u8868\u793a\u4e3adeviceid":47,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":43,"\u8868\u793a\u5973\u6027":59,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":34,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":43,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":43,"\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":38,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"\u88ab\u653e\u5728":39,"\u88ab\u79f0\u4e3a":37,"\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":42,"\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":43,"\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":33,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":36,"\u8981\u8c03\u7528":39,"\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":37,"\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":37,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":63,"\u89e3\u91ca":58,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":21,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":21,"\u8ba1\u7b97":37,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":26,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":37,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":39,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":37,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":39,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":26,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":39,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":39,"\u8ba1\u7b97\u8f93\u51fa":39,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\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,"\u8ba9paddle\u6838\u5fc3\u4e2d":22,"\u8bad\u7ec3":[44,62],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u4f5c\u4e1a":43,"\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\u548c\u7eaf\u4f7f\u7528":24,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":43,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":42,"\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\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\u4e4b\u524d":62,"\u8bad\u7ec3\u6a21\u578b\u540e":37,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":24,"\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\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":44,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":45,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":45,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":45,"\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":44,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":24,"\u8bb0\u5fc6\u6a21\u5757":37,"\u8bba\u6587":56,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":43,"\u8bbe\u4e3a\u672c\u5730":43,"\u8bbe\u7f6e":22,"\u8bbe\u7f6e\u4e3a":39,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":45,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":45,"\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":[25,41,60],"\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":39,"\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":47,"\u8bbe\u7f6ebatch":62,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":63,"\u8bbe\u7f6egpu":45,"\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\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,"\u8bc6\u522b\u6570\u5b57":24,"\u8bcd\u5411\u91cf":[24,54],"\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":42,"\u8be5":[43,61],"\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":45,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":45,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":45,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":45,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":45,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":45,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":45,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":45,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":45,"\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":39,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":58,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":45,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":39,"\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":45,"\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":37,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":60,"\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":39,"\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":39,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":34,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":43,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":58,"\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":33,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[57,61],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":24,"\u8bed\u8a00\u6a21\u578b":54,"\u8bf4\u660e":[18,27,50],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":60,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":39,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":40,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":47,"\u8bf7\u53c2\u8003":[3,22,25,31,34,37,39,40,58],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":58,"\u8bf7\u53c2\u8003\u9875\u9762":60,"\u8bf7\u53c2\u8003layer\u6587\u6863":55,"\u8bf7\u53c2\u89c1":38,"\u8bf7\u53c2\u9605":37,"\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\u5c06with_doc\u9009\u9879\u5173\u95ed":40,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":28,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":45,"\u8bf7\u67e5\u770b":54,"\u8bf7\u6ce8\u610f":[28,37,49,54],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":47,"\u8bf7\u786e\u4fdd":38,"\u8bf7\u8bb0\u4f4f":43,"\u8bf7\u8fd0\u884c":28,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":25,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":47,"\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":[39,55],"\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":39,"\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,"\u8d21\u732e\u6587\u6863":40,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":48,"\u8d77":34,"\u8def\u5f84\u4e0b":[26,56],"\u8df3\u8f6c\u5230":38,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8f6c\u6362\u8fc7\u6765\u7684":56,"\u8f6e":60,"\u8f83":34,"\u8f93\u5165":[33,37],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":36,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":36,"\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":34,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":34,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":34,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":47,"\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":39,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":39,"\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":39,"\u8f93\u5165\u7684\u5927\u5c0f":39,"\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":39,"\u8f93\u5165\u95e8":62,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":62,"\u8f93\u5165n\u4e2a\u5355\u8bcd":58,"\u8f93\u51fa":[33,37],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":36,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":36,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":58,"\u8f93\u51fa\u51fd\u6570":37,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":33,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":36,"\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":45,"\u8f93\u51fa\u76ee\u5f55":56,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":49,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":34,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":25,"\u8fd0":28,"\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\u6307\u4ee4":28,"\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\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":28,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":43,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[25,41,58],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":28,"\u8fd0\u884c\u5931\u8d25":47,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":54,"\u8fd0\u884c\u5b8c\u6210\u540e":43,"\u8fd0\u884c\u5b8c\u811a\u672c":62,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":54,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":62,"\u8fd0\u884c\u65e5\u5fd7":43,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":50,"\u8fd1":34,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":63,"\u8fd4\u56de":[8,9,10,13,15],"\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":[3,31],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":24,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":39,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":34,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":38,"\u8fd8\u662f":34,"\u8fd8\u662f\u4ece":19,"\u8fd8\u6709":34,"\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\u8fdb\u884c\u9884\u5904\u7406":55,"\u8fd9":[25,34,58],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":42,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":22,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":22,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":36,"\u8fd9\u4e09\u4e2a\u5206\u652f":24,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":58,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":43,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":55,"\u8fd9\u4e24\u4e2a\u6807\u51c6":61,"\u8fd9\u4e2a":[34,48],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":25,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":25,"\u8fd9\u4e2a\u51fd\u6570\u7684":37,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":34,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":37,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":22,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":22,"\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":39,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":22,"\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":36,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":21,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":34,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":63,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":21,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":58,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":63,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":22,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":34,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":28,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":39,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":39,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":61,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":22,"\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":36,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":26,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":38,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":48,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":63,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":28,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":37,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":22,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":50,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":36,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":25,"\u8fd9\u4e9b":43,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\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":39,"\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":34,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":39,"\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\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":38,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":39,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":63,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":34,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":38,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":38,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":34,"\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":34,"\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":37,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":21,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":63,"\u8fd9\u5df2\u7ecf\u5728":62,"\u8fd9\u610f\u5473\u7740":37,"\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":47,"\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":33,"\u8fd9\u662f\u56e0\u4e3a":21,"\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":34,"\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":[22,26,43],"\u8fd9\u6837\u4fdd\u8bc1":24,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":25,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":47,"\u8fd9\u6837\u5bb9\u5668\u7684":50,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":60,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\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":39,"\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":42,"\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":39,"\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":39,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":47,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":37,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":36,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":50,"\u8fd9\u7bc7\u6587\u6863":38,"\u8fd9\u7bc7\u6587\u7ae0":63,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":34,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":37,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":21,"\u8fd9\u91cc":[25,28,37,38,48,50,56,61],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":28,"\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":34,"\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\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":31,"\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":39,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":28,"\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":43,"\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\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,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":38,"\u8fdb\u5165":62,"\u8fdb\u5165\u5bb9\u5668":49,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":28,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":50,"\u8fdb\u7a0b\u7684":43,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":50,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":50,"\u8fdb\u7a0b\u9700\u8981\u7684":50,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":24,"\u8fdb\u884c\u4e86":34,"\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\u5f00\u53d1":38,"\u8fdb\u884c\u62c6\u89e3":34,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":39,"\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":[31,53],"\u8fde\u63a5":36,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":62,"\u9000\u4f11\u4eba\u5458":59,"\u9000\u51fa\u5bb9\u5668":49,"\u9002\u4e2d":34,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":28,"\u9009":34,"\u9009\u62e9":34,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":58,"\u9009\u62e9\u76ee\u6807\u5206\u652f":38,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":45,"\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":44,"\u901a\u5e38":[22,43,62],"\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":47,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":25,"\u901a\u5e38\u540d\u5b57\u662f":38,"\u901a\u5e38\u60c5\u51b5\u4e0b":42,"\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\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":48,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":37,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":39,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":34,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":47,"\u901a\u7528":44,"\u901a\u77e5":34,"\u901a\u8fc7":[25,34,38,39,43,58],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":36,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":55,"\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":36,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":36,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":38,"\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\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":22,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":31,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":39,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":58,"\u901a\u8fc7data":36,"\u901a\u8fc7volum":48,"\u903b\u8f91\u56de\u5f52":58,"\u9053\u6b49":34,"\u9069":34,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":24,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":59,"\u9075\u5faa\u6587\u7ae0":54,"\u90a3\u4e48":[22,36,39],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":36,"\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":37,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":37,"\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\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":40,"\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":47,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":42,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":42,"\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":42,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":42,"\u90ae\u7f16":59,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":48,"\u90fd":34,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":45,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":26,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":34,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":33,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":34,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":21,"\u90fd\u7528":38,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":38,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":39,"\u914d\u7f6e":62,"\u914d\u7f6e\u4e86\u7f51\u7edc":60,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":55,"\u914d\u7f6e\u5982\u4e0b":54,"\u914d\u7f6e\u6253\u5f00":42,"\u914d\u7f6e\u6587\u4ef6":58,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":39,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":54,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":43,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":37,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":39,"\u914d\u7f6eapi":33,"\u9152\u5e97":34,"\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":45,"\u91c7\u7528multi":25,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\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\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":21,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":56,"\u91cc\u7684\u65e5\u5fd7":43,"\u91cc\u9762\u6db5\u76d6\u4e86":28,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":28,"\u91cd\u547d\u540d\u6210":21,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":42,"\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,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":21,"\u94fe\u63a5\u5f85\u8865\u5145":58,"\u9500\u552e":59,"\u9519\u8bef\u5904\u7406":21,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":21,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":21,"\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":37,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":37,"\u95ee\u9898":26,"\u95f4\u9694":58,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":45,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":45,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":34,"\u9664\u53bbdata\u5c42":58,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":22,"\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\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00build":38,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":61,"\u968f\u673a\u6570\u7684\u79cd\u5b50":45,"\u968f\u673a\u6570seed":44,"\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":45,"\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":43,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":43,"\u96c6\u7fa4\u5de5\u4f5c":43,"\u96c6\u7fa4\u6d4b\u8bd5":44,"\u96c6\u7fa4\u8bad\u7ec3":44,"\u96c6\u7fa4\u8fdb\u7a0b":43,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":43,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":43,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":43,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":42,"\u9700\u8981":19,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":50,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":38,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":48,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":38,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":50,"\u9700\u8981\u5728":43,"\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":40,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":22,"\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\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":24,"\u9700\u8981\u5f15\u7528":22,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":34,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":31,"\u9700\u8981\u660e\u786e\u6307\u5b9a":45,"\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\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":21,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":50,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[24,45,60],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":39,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":34,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":22,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":36,"\u975e\u5e38\u6570":39,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":39,"\u97f3\u4e50\u5267":59,"\u987a\u5e8f":34,"\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\u63d0\u4ea4\u94a9\u5b50":38,"\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\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":[3,26,34,37,39,54,56,58,61,62],"\u9996\u5148\u4e0b\u8f7dcifar":55,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":27,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":38,"\u9996\u5148\u5b89\u88c5paddlepaddl":62,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":39,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":39,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":63,"\u9996\u5148\u901a\u8fc7":38,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":31,"\u9a71\u52a8":40,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":59,"\u9ad8\u4eae\u90e8\u5206":34,"\u9ad8\u53ef\u7528":48,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":37,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":25,"\u9ed1\u8272\u7535\u5f71":59,"\u9ed8\u8ba4":[3,45,63],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":58,"\u9ed8\u8ba4\u4e0d\u663e\u793a":45,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":36,"\u9ed8\u8ba4\u4e3a0":[45,47],"\u9ed8\u8ba4\u4e3a1":[3,47],"\u9ed8\u8ba4\u4e3a100":47,"\u9ed8\u8ba4\u4e3a4096mb":45,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":60,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":36,"\u9ed8\u8ba4\u4e3anull":45,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":45,"\u9ed8\u8ba4\u503c":[27,33,47],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":36,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[25,43,62],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":62,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":34,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":62,"\u9ed8\u8ba4\u7684":49,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":47,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":43,"adamax\u7b49":58,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":58,"api\u4e2d\u4f7f\u7528":21,"api\u5bf9\u6bd4\u4ecb\u7ecd":35,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":22,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":22,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":22,"api\u63a5\u53e3":48,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":22,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":40,"api\u65f6":22,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":22,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":22,"api\u66b4\u9732\u7684\u7c7b\u578b":22,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":22,"api\u7684\u5b9e\u4f8b":22,"api\u7684\u5b9e\u73b0\u7ec6\u8282":22,"api\u7684\u63a5\u53e3":22,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":22,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":22,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":22,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":22,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":25,"atlas\u7684\u8def\u5f84":27,"avx\u7684\u955c\u50cf":28,"awselasticblockstore\u7b49":48,"batch\u4e2d\u5305\u542b":25,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":45,"batches\u6b21":45,"bin\u548c\u8bc4\u5206\u6587\u4ef6":60,"blas\u7684\u8def\u5f84":27,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":28,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":24,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":28,"book\u7684":31,"book\u7684docker\u955c\u50cf":28,"bool\u578b\u53c2\u6570":3,"boolean":[9,21],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":24,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":24,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":28,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":28,"byte":25,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":21,"c\u6709\u6807\u51c6\u7684abi":21,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":21,"caoying\u7684pul":63,"case":[9,22,23,42],"class":[6,7,8,9,10,11,12,13,15,16,21,25,39,62],"cmake\u4e2d\u5c06":42,"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":42,"conf\u4f5c\u4e3a\u914d\u7f6e":63,"const":39,"container\u4e2d":49,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":22,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":22,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":22,"core\u6982\u5ff5":22,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":31,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":25,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":47,"count\u548cgpu":47,"cpu\u7248\u672c":30,"cuda\u5e73\u53f0":30,"cuda\u5e93":45,"cudnn\u5e93":[27,45],"dat\u4e2d":60,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":50,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":34,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":34,"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,"deb\u5305":24,"deb\u5305\u7f16\u8bd1\u95ee\u9898":24,"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":36,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":36,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":36,"decoer\u67b6\u6784":36,"default":[7,8,9,10,12,13,15,16,47,49,50,62],"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\u5b58\u5728\u95ee\u9898":28,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":40,"docker\u7684\u5b98\u7f51":40,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":28,"dockerfile\u4f4d\u4e8epaddlepaddl":28,"dockers\u8bbe\u7f6e":28,"dropout\u7684\u6bd4\u4f8b":39,"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":34,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":36,"encoder\u8f93\u51fa":36,"entropy\u4f5c\u4e3acost":25,"evaluator\u7684\u503c\u4f4e\u4e8e0":63,"export":[25,28,30,55],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,31],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":47,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":47,"final":[10,60],"float":[3,7,8,9,11,13,26,42,56,60],"float\u7b49":47,"function":[9,10,11,13,16,17,20,23,37,62],"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":38,"github\u9996\u9875":38,"golang\u53ef\u4ee5\u4f7f\u7528":21,"golang\u7684":21,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":42,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":28,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":41,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":45,"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":35,"gru\u6216lstm":37,"gru\u6a21\u578b":58,"gru\u6a21\u578b\u914d\u7f6e":58,"h\u5e76\u4e0d\u56f0\u96be":21,"hot\u7a20\u5bc6\u5411\u91cf":60,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":40,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,31],"id\u4e3a0\u7684\u6982\u7387":58,"id\u4e3a1\u7684\u6982\u7387":58,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":45,"id\u6307\u5b9a\u7684gpu":47,"id\u65e0\u6548":45,"image\u91cc":49,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"imdb\u6570\u636e\u96c6\u5305\u542b25":62,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":62,"imdb\u7684\u6570\u6910\u96c6":62,"import":[3,5,8,9,16,25,26,31,40,54,55,56,60,62,63],"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,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,23,34,39,47,58,60,61],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":21,"issue\u7f16\u53f7":38,"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":41,"kubernetes\u5355\u673a\u8bad\u7ec3":41,"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":34,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":34,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":33,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":36,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":31,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":39,"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\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":24,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":47,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":47,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":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":36,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":37,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":37,"memory\u53ea\u80fd\u5728":36,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":34,"memory\u6307\u5411\u4e00\u4e2alay":36,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":37,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":34,"memory\u7684":37,"memory\u7684\u521d\u59cb\u72b6\u6001":36,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":34,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":36,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":37,"memory\u7684i":36,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":36,"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\u505a\u5206\u652f\u7ba1\u7406":24,"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,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[9,13,17,20,23,38,39],"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,"note\u7684\u4e66\u5199":24,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":28,"null":[9,39,45,60],"num_gradient_servers\u53c2\u6570":50,"openblas\u7684\u8def\u5f84":27,"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":34,"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\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":21,"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":34,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":25,"paddle\u4f7f\u7528git":24,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":21,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":21,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":24,"paddle\u66ff\u6362\u6210":28,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":24,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":24,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":24,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":49,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":21,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":22,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":21,"paddle\u7684c":22,"paddle\u7684dock":49,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":28,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":22,"paddle\u955c\u50cf":49,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":21,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":22,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":21,"paddle_\u7c7b\u578b\u540d":22,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":22,"paddlepaddle\u4e2d":[33,36],"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":34,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":31,"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":31,"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\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":28,"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":34,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":39,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":34,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,31],"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\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":28,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"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\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":31,"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\u6587\u6863\u4f7f\u7528":40,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":40,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[26,31],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":28,"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":40,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":40,"paddlepaddle\u7684\u6e90\u7801":38,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":29,"paddlepaddle\u7684bas":39,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":29,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":34,"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":36,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":36,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":50,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":28,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":45,"pass\u5230":63,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":45,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":45,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":45,"passes\u8f6e":45,"patch\u53f7":24,"patch\u53f7\u52a0\u4e00":24,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":47,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":45,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":45,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":45,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":45,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":62,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":62,"period\u6574\u9664":45,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":45,"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,"prod\u7684\u751f\u4ea7\u955c\u50cf":28,"public":[13,39,49,62],"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":[2,4,25,37,58,60],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":25,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":26,"python\u5305":40,"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":39,"query\u6539\u5199":63,"rate\u4e3a0":63,"rate\u4e3a5":63,"rate\u88ab\u8bbe\u7f6e\u4e3a0":55,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":50,"release\u9875\u9762":24,"repo\u7684\u6839\u76ee\u5f55":28,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":59,"resnet\u6a21\u578b":57,"return":[3,9,10,12,13,15,16,19,26,31,34,37,39,50,56,58,60],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":34,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":34,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":36,"rnn\u6a21\u578b":58,"rnn\u76f8\u5173\u6a21\u578b":41,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"search\u7684\u65b9\u6cd5":45,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":34,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":36,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":45,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"sh\u6765\u8bad\u7ec3\u6a21\u578b":55,"sh\u6765\u8fdb\u884c\u6784\u5efa":40,"sh\u8c03\u7528\u4e86":56,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":25,"size\u4e3a1":63,"size\u4e3a50":63,"size\u4e3a512":45,"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":39,"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":22,"step\u51fd\u6570\u4e2d\u7684memori":36,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":36,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":33,"super":39,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":21,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":21,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"swig\u76f4\u63a5\u8bfb\u53d6c":21,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":21,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":22,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":28,"tag\u4e3a":24,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":63,"tests\u7684paddlepaddl":38,"tflops\u4e86":42,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":31,"true":[7,8,9,10,12,13,15,16,23,25,34,37,39,47,50,56,60,61,62,63],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"try":[11,17,20,23,25,60],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":22,"type\u662fon":60,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":24,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":29,"ubuntu\u90e8\u7f72paddlepaddl":29,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":45,"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":[21,22,39],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":48,"w0\u548c":56,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":56,"while":[7,13,23,50,63],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":34,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":34,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":31,"x\u548cwindow":28,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":28,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":31,"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":45,AGE:49,AWS:[19,48,51,52],And:[8,9,11,13,23],But:[9,10,25],EOS:9,For:[5,8,9,11,13,16,20,23,30,42],IDs:13,NFS:48,Not:[16,17],One:[8,10,15],QoS:49,TLS:16,That:[9,13,23],The:[3,6,7,8,9,10,11,13,15,16,17,20,22,23,39,50,58,60,61,63],Their:[9,17],Then:[9,60],There:[8,9,13,15,16,17],Use:[16,23],Used:10,Using:[17,62],Will:[13,15],With:[9,10],Yes:28,___embedding_0__:50,___embedding_1__:50,__init__:39,__list_to_map__:60,__main__:[5,56],__meta__:60,__mse_cost_0__:50,__name__:[5,56],__rnn_step__:37,_link:10,_proj:9,_recurrent_group:37,_res2_1_branch1_bn:56,_source_language_embed:[37,54],_target_language_embed:[37,54],aaaaa:19,abc:9,abl:[9,16],about:[9,10,61,63],abov:[3,9,16,17,20,42],abs:10,acceler:18,accept:[13,16,23,61],access:[9,10,16,20],accord:[8,9],accrod:10,accumul:17,accuraci:8,acl:62,aclimdb:62,across:9,act:[9,10,25,26,31,34,37],act_typ:58,activ:[9,10,14,31,58],activi:10,actual:9,adadelta:[25,58],adagrad:58,adam:[16,58,62],adamoptim:[54,58,62,63],adapt:[8,11],add:[9,10,13,38,60],add_input:39,add_test:39,add_to:9,add_unittest_without_exec:39,addbia:39,added:[8,38],addit:[9,10],address:17,addrow:39,addtolay:9,adversari:23,affect:9,afford:20,afi:3,after:[9,13,20],again:[16,17],age:[13,50,60],agg_level:[9,33,34],aggregatelevel:[9,33,34],aircraft:63,airplan:55,aistat:9,alex:[9,62],alexnet_pass1:47,alexnet_pass2:47,algo_hrnn_demo:34,algorithm:[9,11,20,54,62,63],align:[9,10,13,63],all:[3,7,8,9,11,16,17,22,36,50,60,61,62],alloc:7,allow:[16,58],allow_only_one_model_on_one_gpu:[44,45,47],almost:10,alreadi:[17,25,30],also:[9,10,13,16,23,42,58],alwai:[9,10,15,23,50],amazon:49,ambigu:23,amd64:48,analysi:[61,62],ani:[9,10,13,16,17,23],annot:61,annual:61,anoth:[9,16],anyth:[13,23,61],api:[13,15,16,24,42,50,53,62],api_trainer_config:60,api_trainer_config_helpers_data_sourc:60,api_trainer_config_helpers_lay:[37,58],api_trainer_config_helpers_layers_context_project:60,api_trainer_config_helpers_layers_cos_sim:60,api_trainer_config_helpers_layers_data_lay:60,api_trainer_config_helpers_layers_embedding_lay:60,api_trainer_config_helpers_layers_fc_lay:60,api_trainer_config_helpers_layers_pooling_lay:60,apiserv:48,apivers:[48,49,50],apo:63,append:[3,15,23,34,37,50,60],append_gradient_machin:15,appleyard:42,appli:[9,10],applic:[42,49],approach:[9,58],apt:[30,55],arbitrari:9,architectur:63,archiv:[13,21,22],arg:[3,8,9,10,13,25,26,50,55,56,58,60,61,62],arg_nam:9,argpars:50,args_ext:50,argument:[3,9,13,20,50,58,60,61],argumentpars:50,argv:56,around:[3,9],arrai:[5,9,13,15,23,31,56],articl:38,arxiv:[9,10,62],ask:17,assert:5,assign:[9,20],associ:61,assum:9,astyp:23,asyc:17,async:[17,44],async_count:[44,45],async_lagged_grad_discard_ratio:45,async_lagged_ratio_default:[44,45],async_lagged_ratio_min:[44,45],asynchron:17,atla:27,atlas_root:27,attenion:10,attent:[9,10,63],attr:[7,9,10],attribut:[9,10,14],auc:44,auc_evalu:8,author:48,authorized_kei:43,auto:[21,39,42],automat:[9,16,63],automaticli:9,automobil:55,avail:17,averag:[8,9,12,20,61],average_test_period:[44,45,61],averagepool:9,avg:[33,42,58],avgcost:[58,60,62,63],avgpool:[9,58],avoid:[17,42],avx:28,await:49,awar:[16,17],azur:48,b2t:54,b363:49,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:49,back:17,backward:[6,9,10,39],backward_first:37,backwardactiv:39,bag:58,baidu:[9,49],balasubramanyan:62,bank:61,bardward:10,bare:[48,49],barrierstatset:42,base:[9,10,12,13,16,20],baseactiv:9,baseev:15,basematrix:39,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,60],bash:[28,38,40,49,50],basic:[9,15],batch:[9,10,11,13,15,16,17,19,26,31,43,49,50,55,56,58,60,62,63],batch_0:56,batch_id:[15,31],batch_norm:10,batch_norm_typ:9,batch_read:[19,23],batch_siz:[13,25,26,31,43,54,55,58,60,62,63],batchsiz:[9,39],bbbbb:19,bcd:9,bcebo:13,beam:[9,37,63],beam_gen:[9,37],beam_search:[15,36,37],beam_siz:[9,37,44,45,47],beamsiz:63,becaus:[9,13,16,17,23,34],been:[20,61],befor:[9,10,17,23,25,60],begin:[8,9],beginiter:[15,16],beginn:37,beginpass:[15,16],begintrain:16,being:[17,23],belong:9,below:[9,13,17,23],benefit:10,bengio:9,bertolami:62,besid:[9,13],best:[9,60],best_model_path:61,besteffort:49,beta1:11,beta2:11,beta:56,better:[9,10],between:[9,11,17,22,63],bgr:56,bi_gru:10,bi_lstm:10,bia:[9,10,11,39,56],bias:9,bias_attr:[9,10,25,26,34,37],bias_param:25,bias_param_attr:10,biases_:39,biasparameter_:39,biassiz:39,bidi:49,bidirect:[10,61,62],bidirectional_lstm_net:62,bigger:17,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:42,bin:[28,30,43,48,49,50,60],binari:[8,9,13,58],bird:55,bitext:63,blank:9,bleu:63,block:[9,18,20],block_i:9,block_x:9,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:62,book:13,bool:[7,8,9,10,12,13,39,45,47,58,60,62],boot:[9,36,37],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,34,37],boot_with_const_id:9,bos_id:[9,37],both:[6,7,9,10,16,17],bottom:58,bow:58,branch:[9,16,24,38],brendan:62,broadcast:17,broken:38,browser:28,bryan:62,buf_siz:13,buffer:[13,23],buffered_read:23,bug:38,build:[13,28,38,50,51,52,63],build_dict:13,build_doc:40,built:42,bunk:62,c11:21,c703c041:38,c99:22,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:[8,9,10,11,17],call:[9,10,16,20,42,50,58],callabl:[9,13],callback:39,calrnn:34,caltech:55,can:[7,8,9,10,13,16,17,20,23,42,58],can_over_batch_s:[3,61],candid:9,capi:21,capi_prvi:22,caption:63,card:43,care:[10,23],cat:[28,50,55,56,62],categori:[9,13,17,58],categorig:13,categoryfil:49,caus:17,ccb2_pc30:63,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10],ceph:[19,48],cephf:19,certif:[16,48],cffi:21,cfg:49,cgo:21,chain:13,challeng:17,chanc:16,chang:[9,13,20,23,38,62],channel:[9,42],char_bas:60,check:[3,13,25,30,38,39,45],check_align:13,check_eq:39,check_fail_continu:3,check_l:39,check_sparse_distribution_batch:[44,45],check_sparse_distribution_in_pserv:[44,45],check_sparse_distribution_ratio:[44,45],check_sparse_distribution_unbalance_degre:[44,45],checkgrad:45,checkgrad_ep:45,checkout:38,chunk:20,chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:55,cifar_vgg_model:55,claimnam:50,clang:[21,28,38],class1:62,class2:62,class_dim:62,classic:9,classif:[9,58,62,63],classifi:56,classification_cost:[25,34,55,58],classification_error_evalu:[8,58,62,63],classification_error_printer_evalu:8,clean:[25,38],client:48,clip:[7,45,58],clock:9,clone:28,close:[3,23,38],cloud:17,cluster:[16,17,43,48,50],cluster_train:43,cmake:[22,25,27,38,40,42],cmakelist:39,cmatrix:[21,22],cna:9,cnn:[9,49,58],code:[3,5,13,16,23,28,39,49,60],coded_stream:25,codedinputstream:25,coeff:9,coeffici:9,collabor:17,collect:[9,13,15],collectbia:39,color:[55,56],colour:13,column:[8,9,23],column_sum_evalu:8,com:[9,10,13,28,30,38,48,49,56],combin:[9,10,13,15,60],command:[39,47,49,50,51,52],commandlin:[42,50],comment:[10,34,50,58],commit:49,common:19,common_util:[43,60],commun:17,compil:30,complet:[9,10,13,15,17,20,49,50],complex:[10,23],complic:9,compos:[13,16],composenotalign:13,compress:20,comput:[9,10,16,17,61,62],conat:9,concat:63,concat_lay:37,concaten:10,concept:16,concern:16,concurr:17,condit:[9,20,49],conf:[5,9,25,34,43,50,54,56,63],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:[7,9,10,19,26,31,39,43,44,45,47,48,49,50,55,58,60,61,62,63],config_:45,config_arg:[44,45,47,56,58,61,62],config_bas:[8,9,10,15],config_fil:61,config_gener:[43,60],config_lay:39,config_pars:[5,39],configprotostr:25,configur:[9,39,54,56,63],conflict:38,confront:63,conll05st:61,conll:[13,61],connect:[10,49,58],connectionist:[9,62],connor:62,consequ:[9,10],consid:[8,9,11],consider:10,consist:[9,13,20,23],construct:[16,60],construct_featur:60,consum:17,contact:17,contain:[3,8,9,10,12,13,15,16,20,49,50,58],context:[3,9,10,13,37,48],context_attr:10,context_len:[9,10,58,60],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,60],context_start:[9,10,58],continu:17,contrast:9,control:[7,49,63],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convert:[3,5,13,19,23,58,60],convlay:9,convolut:[9,10],convoper:9,convtran:9,convtranslay:9,cool:38,coordin:17,copi:[15,16,20,60],core:[7,22],corpora:63,corpu:[13,61],correct:[8,9],correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cos_sim:60,cosin:9,cost:[11,15,16,26,31,60,62,63],cost_id:9,could:[9,13,15,16,20,23],couldn:30,count:[17,23,42,45,47,49,60,61,62,63],counter:[17,20],cpickl:60,cpp:[21,22,25,34,39,42,50,58,60,63],cpu:[3,7,9,24,28,30,42,47,49,50,61],cpuinfo:28,cpusparsematrix:22,crash:[17,42],creat:[7,9,13,15,16,17,31,38,39,49,50],create_bias_paramet:39,create_input_paramet:39,createfromconfigproto:5,creator:[13,19],crf:61,critic:62,crlf:38,crop:56,crop_siz:56,cross:[9,25,58],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:48,csc:39,cslm:63,csr:39,ctc:8,ctc_error_evalu:8,ctest:[28,38],ctrl:[43,60],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:[30,42,43,45],cuda_dir:[44,45],cuda_so:[25,28],cuda_visible_devic:25,cudaconfigurecal:42,cudadevicegetattribut:42,cudaeventcr:42,cudaeventcreatewithflag:42,cudafre:42,cudagetdevic:42,cudagetdevicecount:42,cudagetdeviceproperti:42,cudagetlasterror:42,cudahostalloc:42,cudalaunch:42,cudamalloc:42,cudamemcpi:42,cudaprofilerstart:42,cudaprofilerstop:42,cudaprofilestop:42,cudaruntimegetvers:42,cudasetdevic:42,cudasetupargu:42,cudastreamcr:42,cudastreamcreatewithflag:42,cudastreamsynchron:42,cudeviceget:42,cudevicegetattribut:42,cudevicegetcount:42,cudevicegetnam:42,cudevicetotalmem:42,cudnn:[9,12],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[44,45],cudnn_convt:9,cudnn_dir:[44,45],cudnnv5:27,cudrivergetvers:42,cuinit:42,cumul:9,curl:48,current:[3,9,17,48,58],current_word:37,currentcost:[58,60,62,63],currentev:[58,60,62,63],curv:16,custom:16,custom_batch_read:23,cutoff:13,cycl:17,cyclic:9,cython:21,dalla:3,dan:61,darwin:48,dat:[13,19,43,60],data:[3,8,10,11,15,16,19,20,25,30,31,34,43,44,49,50,51,54,55,56,58,60,61,62,63],data_config:5,data_dir:[54,55,62,63],data_feed:13,data_fil:26,data_initialz:58,data_lay:[3,25,26,34,37,55,58,60,61],data_nam:13,data_read:[13,23],data_reader_creator_random_imag:23,data_typ:[9,13,31],databas:13,datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,25,26,37,43,50,58,60,61],dataprovider_:58,dataprovider_bow:58,dataprovider_emb:58,dataproviderconvert:5,datasci:9,dataset:[19,23,31,56,58,59,62,63],date:61,db_lstm:61,dcudnn_root:27,dead:17,deb:[30,38],decai:11,decent:20,decid:[16,23],declar:9,decod:[9,10,36,37,63],decoder_boot:37,decoder_group_nam:37,decoder_input:37,decoder_mem:37,decoder_prev:10,decoder_s:37,decoder_st:[10,37],deconv:9,deconvolut:9,decor:[3,13],deep:[9,42,55,56],deer:55,def:[3,5,9,13,16,19,23,25,26,31,34,37,39,50,56,58,60,61],defalut:9,default_decor:50,default_devic:47,default_valu:47,defin:[3,9,10,13,16,17,23,25,31,58,60],define_py_data_sources2:[3,25,26,55,56,58,60],defini:63,definit:[13,17,20,54],degre:9,del:60,delar:58,delet:[17,38],delimit:[8,60],demand:17,demo:[5,9,13,37,43,49,51,54,55,56,58,60,62,63],dens:[9,13,60],dense_vector:[3,5,9,13,26,31,60],dense_vector_sequ:13,depend:17,deriv:[6,16],descent:[9,17],describ:[16,20,49,58],descript:50,deseri:15,design:[9,13,21],desir:[17,49],detail:[7,9,10,11,20],detect:[8,38],determin:[9,13],dev:[25,28,38,55,60,63],develop:[24,38,63],deviat:7,devic:[7,25,28,47],deviceid:47,devid:9,dez:62,dict:[3,13,15,25,34,50,58,60,62,63],dict_dim:[25,34,62],dict_fil:[8,34,37,58,61],dict_siz:13,dictionai:58,dictionari:[3,8,9,13,15,16,25,58,63],dictrionari:58,dictsiz:63,diff:38,differ:[8,9,17],digit:9,dim:[13,39,54,62],dimens:[6,9,12,13,25,58],dimes:9,din:60,dir:[43,50,56,60,61,62,63],direct:[9,10],directli:10,directori:[19,38,42,49],disabl:25,discard:[13,17,20,38,45],discount:9,discov:17,discuss:[16,20],disput:63,dist_train:16,distanc:8,distribut:[9,20,45,51,52],distribute_test:[44,45],disucss:16,divid:11,diy_beam_search_prob_so:[44,45],dmkl_root:27,do_forward_backward:23,doc:[5,10,13,28,40,50],doc_cn:40,docker:[24,25,28,38,49,50,51,52],docker_build:16,docker_push:16,dockerfil:[28,38,50],dockerhub:28,document:10,documentari:3,doe:[10,17,20,23],doesn:[7,9,13,16,23],dog:[55,56],don:[10,16,23],done:[9,10,17,20,42,50],dot:63,dot_period:[45,47,50,55,60,62,63],dotmuloper:9,dotmulproject:9,doubl:45,down:42,download:[13,17,49],download_cifar:55,doxygen:38,dpkg:30,dpython_execut:25,dpython_include_dir:25,dpython_librari:25,drop_rat:7,dropout:[7,9],dropout_r:10,drwxr:49,dso_handl:30,dtoh:42,dtype:[5,26,56],dubai:63,due:[20,60],dummi:20,durat:20,dure:[3,9,17,20,58,63],dwith_c_api:22,dwith_gpu:27,dwith_profil:42,dwith_python:22,dwith_swig_pi:22,dwith_tim:42,dynam:[3,22,23],dynamic_cast:39,each:[3,8,9,12,13,15,17,20,23,58,60],each_feature_vector:6,each_meta:60,each_pixel_str:3,each_sequ:[9,33,34],each_time_step_output:6,each_timestep:[9,33],each_word:3,eaqual:9,eas:[13,23],easi:23,easier:[16,23],easili:[16,23],ec2:48,echo:[25,28,60,62],edit:8,edu:[13,49,55],efg:9,either:[9,13,15,16,58],electron:49,elem_dim:9,element:[8,9,10,13,15,20,23],elif:[16,60],els:[9,16,28,34,39,56,58,60],emb1:34,emb2:34,emb:[25,34,49,58],emb_group:34,emb_sum:25,embed:[16,54,60,62],embedding_lay:[25,34,37,58,60],embedding_nam:[9,37],embedding_s:[9,37],empir:9,emplace_back:39,empti:[8,13,17,26],enabl:[7,20,42],enable_grad_shar:[44,45],enable_parallel_vector:45,enc_proj:[10,37],enc_seq:10,enc_vec:37,encod:[10,20,34,63],encoded_proj:[10,37],encoded_sequ:[10,37],encoded_vector:37,encoder1:34,encoder1_expand:34,encoder1_rep:34,encoder2:34,encoder2_rep:34,encoder_last:9,encoder_proj:37,encoder_s:37,end:[8,9,23,37,38,61,62],end_pass:16,enditer:[15,16,31],endpass:[15,16],endpoint:19,endtrain:16,english:[9,63],ensembl:10,ensur:17,entir:[9,10],entri:[13,20],entropi:[9,58],enumer:[6,25,58,60],enumerate_data_types_of_data_lay:13,env:[25,50],environ:[16,25,42,49],eol:38,eos_id:[9,37],epsilon:11,equal:[9,10,17,34],equat:[9,10,11],equival:[9,16],error:[7,8,9,11,16,20,25,45,58,60,62,63],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:49,etc:[13,23,63],etcd:[17,20],eth0:[43,50],eval:[8,58,60,62,63],eval_bleu:63,evalu:[9,14,15,42,43,60,62,63],evaluate_pass:62,even:[16,23],event:[31,49],event_handl:[15,16,31],everi:[8,9,10,13,16,17,20],exactli:[8,9,10],exampl:[9,10,11,13,15,23,56,58],exc_path:25,exceed:9,except:[13,60],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:48,exec:28,execut:[17,20],exist:[16,17,23,62],exit:49,expand:34,expand_a:[9,33,34],expand_lay:34,expand_level:[9,33],expandconvlay:9,expandlevel:[9,33],expect:9,expir:17,explain:[8,17],explan:9,explicit:39,explicitli:16,explor:9,exponenti:6,express:16,extend:60,extent:22,extern:[21,22],extra:[7,9,10],extra_input:9,extra_lay:15,extraattr:[7,47],extraattribut:[9,10],extraattributenon:9,extract:[9,54,56,61],extract_fea_c:56,extract_fea_pi:56,extralayerattribut:[7,9],extrapaddl:10,extrem:9,f1205:25,f120da72:49,fa0wx:49,fabric:43,facotr:9,factor:[7,9,11],factori:21,fail:[17,20,25,30,45,49],failur:17,fake_imag:23,fals:[7,8,9,10,11,13,23,25,26,31,34,37,39,47,49,54,58,60,61,62,63],false_label:23,false_read:23,faq:53,fast:[9,20,42],faster:[9,10,17],fault:20,fbd1f2bb71f4:49,fc1:[39,47],fc2:47,fc3:47,fc4:47,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,25,26,34,47,58,60],fc_mat:15,fc_name:10,fc_param:25,fc_param_attr:10,fclayer:39,fdata:[34,61],fea:56,fea_output:56,feat:62,featur:[3,6,9,13,38,56,58,60,61],feature_a:25,feature_b:25,feature_map:60,feed:[10,13,15,16,31],feeder:13,fernan:62,festiv:3,fetch:[13,17,38],few:[17,23],fewer:9,fg0:9,field:[9,15,60],figur:[16,54,63],file1:63,file2:63,file:[3,8,9,13,15,16,17,19,20,22,23,38,56,58,59,60,62,63],file_list:3,file_nam:[26,34,56,58,61],filenam:[3,19,25,60],filer:9,fill:[9,17,20,58],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,17,30],fine:[7,20],finish:[17,20,49],first:[9,13,16,17,20,58,60],first_seq:37,firstn:13,firstseen:49,fit:13,fix:[7,21,38],flag:13,flexiabl:23,flexibl:[9,10,16],flight:63,float32:[5,13,23,26,56],floor:9,flow:24,fly:58,folder:[19,63],follow:[8,9,10,11,13,16,17,20,23,51,52,60],forbid:16,force_load:21,forget:[11,16],form:[10,11],format:[8,20,38,39],former:16,formula:[9,10],formular:9,forward:[6,10,39],forwardactiv:39,forwardtest:5,found:9,frame:8,framework:[16,58],free:13,french:63,frequenc:13,frequent:[20,23],frog:55,from:[3,5,9,10,13,15,17,19,20,23,25,26,28,36,42,49,54,55,58,60,61,62,63],from_sequ:33,from_timestep:[9,33],fromfil:[23,26,56],fulfil:42,full:[9,17],full_matrix_project:[10,34,37],fulli:58,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:39,func:[3,13,20],further:9,fusion:60,gain:9,gamma:56,gan:16,gate:[9,10],gate_act:[9,10,34],gate_recurr:9,gather:[9,60],gauss:7,gcc:[21,28],gce:48,gcepersistentdisk:48,gdebi:30,gen:[9,63],gen_conf:63,gen_data:63,gen_result:63,gen_trans_fil:37,gender:[13,50,60],gener:[3,8,9,10,13,15,16,17,19,20,23,42,47,50,54,58,63],generated_word_embed:9,generatedinput:[9,36,37],genr:[50,60],gereat:8,get:[3,9,10,13,15,20,30,39,49,55,58,60,61,62],get_batch_s:61,get_best_pass:62,get_config_arg:[47,58,60,62],get_data:[49,58,61],get_dict:13,get_embed:13,get_imdb:62,get_input_lay:39,get_model:56,get_movie_title_dict:13,get_output_attr:10,get_sample_from_lin:25,get_shap:15,get_word_dict:13,getbatchs:39,getenv:[16,50],gethostbynam:50,gethostnam:50,getidmap:50,getinput:39,getinputgrad:39,getinputvalu:39,getoutputgrad:39,getoutputvalu:39,getparameterptr:39,getpodlist:50,getsiz:39,gettask:20,gettranspos:39,getw:39,getweight:39,getwgrad:39,gildea:61,gist:10,git:[24,28,38],github:[9,10,28,30,38,56],give:[3,17],given:[13,15,23,58],global:[7,16,17,42,60],global_learning_r:7,globalstat:42,globalstatinfo:42,globe:3,glusterf:48,gob:20,godoc:21,goe:[9,10,17],good:[9,23],goodfellow13:9,googl:[16,25],googleapi:48,gpu:[7,9,12,24,25,28,30,42,47,56,61,62,63],gpu_id:[25,45,47],gpugpu_id:44,grab:17,grad:45,grad_share_block_num:[44,45],gradient:[7,8,9,11,15,17,20,45,50,58],gradient_clipping_threshold:[7,58,62],gradient_machin:[15,22],gradient_printer_evalu:8,gradientmachin:[5,15,22,50,60,63],gram:54,graph:[9,15,17],grave:62,greater:9,grep:[28,62],groudtruth:37,ground:[8,9,63],group:[10,20],group_id:60,group_input:[34,37],grouplen:[13,59],gru:[9,58],gru_attr:10,gru_bias_attr:10,gru_decod:37,gru_decoder_with_attent:37,gru_encoder_decod:[54,63],gru_memori:10,gru_siz:58,gru_step:[10,37],gru_step_lay:37,grumemori:[10,37],gserver:[9,39],gsizex:42,guid:49,gur_group:10,gzip:[20,49],hadoop:16,handl:[16,23],handler:15,handwrit:62,happen:20,harvest:58,has:[9,10,11,13,16,17,20,42,58,61],has_kei:15,hassubseq:34,have:[8,9,10,13,16,17,20,23],hdf:19,head:62,header:[22,26,56,60],height:[9,13,21,23,39],held:17,hello:16,help:[5,38],helper:[9,10],here:[7,9,10,13,16,17,23],heurist:[9,63],hidden:[9,10,25,60],hidden_a:25,hidden_b:25,hidden_dim:34,hidden_s:[10,60],hierach:36,hierarch:[9,34],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:30,hl_get_sync_flag:39,hold:[16,17,20],home:[19,43,49,50],honor:20,hook2:34,hook:[34,60,61],horizont:9,hors:55,horst:62,host:[43,49],hostnetwork:50,hostpath:[48,49,50],hot:58,hous:[3,13],how:[7,9,16,17,20],howardjohnson:34,howev:[10,23],howto:50,hpp:21,html:[13,55],htod:42,http:[9,10,13,28,30,38,48,49,55,56,59,63],huber:9,huge:9,huina:62,hyper:9,hyperplan:13,i0601:60,i0706:63,i0719:63,i1116:50,i1117:42,ib0:43,ics:13,icwsm:62,id_input:[8,37],idea:[9,23],identityoffsetproject:9,identityproject:9,idmap:50,ids:[8,9,25,58,60],idx:[20,39],ieee:62,ignor:[3,8,9],ijcnlp:62,illustr:17,ilsvrc:56,imag:[12,13,16,23,38,49,50,51,52,55,56,63],image_a:23,image_b:23,image_classif:55,image_fil:23,image_lay:23,image_list_provid:56,image_nam:16,image_path:23,image_provid:55,image_reader_cr:23,image_s:56,imagenet:19,imagepullpolici:50,imageri:9,images_reader_cr:23,imdber:62,img:[3,9,55],img_conv:10,img_pool:10,img_siz:55,imgsiz:42,imgsizei:42,imgsizex:42,immutable_paramet:16,implement:[9,10,11,13,20,21,22],importerror:60,inarg:5,inc_path:25,includ:[9,10,13,16,21,22,38,42],incorrect:9,increas:[17,20,25],incupd:39,inde:[13,23],independ:9,index:[8,9,12,13,15,17,20,34,60],indexslot:9,indic:[8,9],individu:17,industri:17,infer:[16,17,21],infiniband:43,info:[8,9,13,31,34,39,43,50],inform:13,ininst:16,init:[7,31,39,50,60,61],init_hook:[34,58,60,61],init_model_path:[44,45,47,54,58,61],initi:[3,7,9,13,20,45,58],initial_max:[7,25],initial_mean:[7,9,25],initial_min:[7,25],initial_std:[7,9,25],initpaddl:5,inlcud:10,inner:[25,34],inner_:34,inner_mem:34,inner_param_attr:10,inner_rnn_output:34,inner_rnn_st:34,inner_rnn_state_:34,inner_step:34,inner_step_impl:34,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,23,25,26,31,33,34,36,37,39,47,50,54,55,58,60,61,63],input_data:39,input_data_target:39,input_featur:6,input_fil:[26,61],input_hassub_sequence_data:39,input_id:9,input_imag:[10,55],input_index:39,input_label:39,input_lay:39,input_nam:16,input_sequence_data:39,input_sequence_label:39,input_sparse_float_value_data:39,input_sparse_non_value_data:39,input_t:39,input_typ:[25,26,34,37,58,60],inputdef:39,inputlayers_:39,inputtyp:13,insert:38,insid:[8,9,17,23],instal:[25,30,38,43,49,55,60],instanc:[9,17,19],instanti:17,instead:[9,10,12,23],int32:45,integ:[3,8,9,13,20,21,31,58],integer_sequ:25,integer_valu:[3,13,25,31,34,58],integer_value_sequ:[3,13,34,37,58,61],integer_value_sub_sequ:34,integr:61,inter:9,intercept:9,interfac:[7,9,10,20,43],intergr:9,intern:[9,10,13,15],internet:17,interpret:8,introduc:17,invalid:23,invok:[3,9,15,42,60],iob:8,ioe:8,ip_str:50,ipc:48,ips:50,ipt:[9,25,34,37],ipython:16,is_gener:[9,54,63],is_kei:60,is_loc:15,is_predict:[58,60,62],is_seq:[9,37,60],is_sequ:60,is_stat:7,is_test:[56,61,62],is_train:3,isinst:[5,31],ispodallrun:50,isspars:39,item:[9,13,15,23,50],iter:[3,9,10,11,13,15,16,17,23],its:[3,8,9,10,16,17,20,30,42],itself:[10,17],java:21,jeremi:42,jie:[61,62],jmlr:9,job:[13,43,44,45,47,48,50,56,58,61,62,63],job_dispatch_packag:43,job_id:13,job_mod:54,job_nam:50,job_namespac:50,job_path:50,job_path_output:50,job_workspac:43,jobnam:50,jobpath:50,jobselector:50,johan:62,join:[17,34],joint:63,jointli:[10,63],journal:[61,62],jpg:56,json:[43,49,60],jth:10,jupyt:28,just:[6,8,9,10,13,20],jypyt:16,k8s:50,k8s_data:50,k8s_job:16,k8s_token:16,k8s_train:50,k8s_user:16,kafka:19,kaim:9,kaimingh:56,kebilinearinterpbw:42,kebilinearinterpfw:42,keep:[9,17],kei:[3,13,15,17,19,20,38,42,48,50,60],kernel:9,key1:45,key2:45,keyword:50,kill:17,kind:[16,17,48,49,50],kingsburi:61,know:[10,16,20],kriz:[13,55],ksimonyan:10,kube:48,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:48,kubectl:[48,49,50],kuberent:17,kubernet:[16,17,41,43,50,51,52],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,34,58,60,61],l1_rate:7,l2_rate:7,l2regular:[55,58,62],label:[3,8,9,11,13,15,23,25,26,31,34,49,55,56,58,60,61,62],label_dict:61,label_dim:[9,34,58],label_fil:[23,61],label_lay:23,label_list:61,label_path:23,label_slot:61,labeledbow:62,labelselector:50,lag:45,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,54],larg:[12,13,38,63],larger:[7,8,9],last:[8,9,10,33,34],last_seq:34,last_time_step_output:9,lastseen:49,later:58,latest:[9,17,25,49,50],launcher:16,layer1:[9,10,33],layer2:[9,33],layer3:9,layer:[5,7,8,10,12,13,14,15,23,31,33,36,37,39,56,58,60,61],layer_0:39,layer_attr:[9,37,47],layer_num:[47,56],layer_s:9,layer_typ:9,layerbas:39,layerconfig:39,layergradutil:39,layermap:39,layeroutout:9,layeroutput:[9,60],layers_test:25,lbl:[8,55],ld_library_path:[30,43],learn:[7,8,9,10,11,13,16,23,28,42,55,56,61,62,63],learnabl:9,learning_method:[26,54,55,58,60,62,63],learning_r:[7,25,26,54,55,58,60,62,63],leas:17,least:[8,9,17],lecun:13,left:9,leman:63,len:[3,9,34,37,39,50,58,60,61],length:[9,10,13,49],less:[9,16],less_than:16,let02:49,let:[9,16],level:[7,9,36],lib64:[25,28,30,43,45],lib:[22,27,30],lib_path:25,libari:22,libcuda:[25,28],libjpeg:55,libnvidia:[25,28],libpaddl:[21,22,38],libpaddle_capi:22,libpaddle_gserv:22,libpaddle_math:22,libprotobuf:25,librari:[9,22,30,43,45],life:17,like:[8,9,13,17,23,56],limit:[9,13,25,42],line:[3,8,13,25,34,38,47,58,60,61],line_count:25,linear:[9,31],linearactiv:[9,26],linguist:61,link:[9,10,36,62],linux:[28,48],lipeng:54,lipton:62,list:[2,3,8,9,13,15,16,20,26,43,47,55,56,58,60,61,62,63],lium:63,live:17,liwicki:62,load:[9,16,17,26,50,56,60,61,62,63],load_data_arg:5,load_featur:56,load_feature_c:56,load_feature_pi:56,load_missing_parameter_strategi:[44,45,47,54,61],loadparamet:5,loadsave_parameters_in_pserv:[44,45],local:[7,17,27,30,40,43,44,45,50],localhost:[28,48],localip:50,lock:[17,20],log:[20,25,39,43,45,49,50,55,60,61,62,63],log_barrier_abstract:[44,45],log_barrier_lowest_nod:[44,45],log_barrier_show_log:[44,45],log_clip:[44,45],log_error_clip:[44,45],log_period:[45,47,49,50,55,58,60,61,62,63],log_period_serv:[44,45],logarithm:6,logger:[3,34],logist:58,look:[3,58],loop:23,loss:[9,58],low:9,lpaddle_capi_shar:22,lpaddle_capi_whol:22,lst:60,lstm:[9,34,37,49,58],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,34],lstm_group_input:34,lstm_input:34,lstm_last:34,lstm_nest_group:34,lstm_output:34,lstm_size:58,lstm_step:10,lstmemori:[10,34,37],lstmemory_group:[9,34],ltr:9,mac:[22,28],machan:10,machin:[9,10,13,15,36,62,63],made:17,mai:[9,23],main:5,maintain:[9,20],major:63,make:[3,16,17,20,23,30,38,39,42,62],manag:17,mandarin:9,mani:[9,10,20],manufactur:63,mao:62,map:[9,13,15,16,20,31,60],map_read:13,mapreduc:16,marcu:62,mark:61,mark_slot:61,market:62,martha:61,mask:[7,9],master:[16,24,48,62],mat:[21,22],mat_param_attr:10,math:[10,21,39,42],matirx:9,matplotlib:55,matrix:[8,9,10,13,15,21,22,39],matrixptr:39,matrixtyp:22,max:[7,9,13,33,42,47,60],max_id:[9,15],max_job_id:13,max_length:[9,37],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:8,maxid_printer_evalu:8,maxim:9,maximum:[8,13],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,18],mean:[7,8,9,10,11,12,13,15,23,25,45,56,58,60],mean_img_s:55,mean_meta:56,mean_meta_224:56,mean_valu:56,mechan:[9,10],meet:61,mem:[9,34],member:[13,16],memcpi:42,memori:[10,20,37,42,49,58],memory_nam:9,memory_threshold_on_load_data:[44,45],mention:20,mere:10,merg:38,mergedict:[54,63],messag:[38,49],meta:[43,55,56,60],meta_config:[43,60],meta_fil:60,meta_gener:[43,60],meta_path:55,meta_to_head:60,metadata:[49,50],metal:48,metaplotlib:16,method:[3,9,11,15,60,63],mfs:50,might:9,million:13,min:[7,42,47,60],min_pool_s:[3,25],min_word_freq:13,mini:[9,13,15,17],mini_batch:23,minibatch:9,minibatch_data:13,minikub:48,minim:11,minimum:9,minut:17,miss:61,mix:10,mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,34,37,61],mixedlayertyp:9,mkl:27,mkl_root:27,ml_data:[43,60],mnist:[3,5,19,23],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:23,mnist_train:[3,23],mnist_train_batch_read:23,mnt:50,mod:61,mode:[9,38,50,62],model:[9,10,13,17,18,47,54,55,58,60,61,62,63],model_config:5,model_list:[45,47,61,62],model_output:62,model_path:47,model_zoo:[54,56],modifi:38,modul:[3,10,13,15,25,26,55,56,58,60],modulo:9,momentum:[7,25,31,58],momentumoptim:[26,55],mon:49,mono:9,month:63,mood:62,moosef:48,more:[8,9,10,13,16,17,20,23,25,42],morin:9,mose:[62,63],moses_bleu:63,mosesdecod:62,most:[9,13,16,23],mountpath:[49,50],move:[9,17,20],movi:[3,13,60],movie_categori:13,movie_featur:60,movie_head:60,movie_id:[50,60],movie_info:13,movie_meta:60,movie_nam:60,movie_review:13,movieinfo:13,movielen:59,moving_average_fract:9,mpi:43,mse_cost:[26,31,60],much:[9,17,23],mul:39,multi:[9,56,63],multi_binary_label_cross_entropi:9,multi_crop:56,multinomi:9,multipl:[8,9,10,13,16,20],multipli:[8,9],must:[6,8,9,10,23,30,39],mypaddl:[49,50],name:[3,7,8,9,10,12,13,15,16,17,19,22,25,26,28,31,34,37,39,42,47,48,49,50,51,52,55,58,60,63],name_prefix:19,namespac:[21,39,48,49,50],nativ:9,natur:20,nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,necessari:[9,58],need:[9,10,13,16,20,25,42,50,58],neg:[3,8,9,58,61,62],neg_distribut:9,nest:13,net:[9,10,62],net_conf:62,net_diagram:56,network:[5,7,8,9,11,13,14,15,16,17,23,31,34,43,47,50,54,55,56,60,61,62,63],network_config:47,neural:[9,10,11,13,15,16,17,34,36,54,60,61,62,63],neuralnetwork:9,never:[13,23,49,50],next:[3,9,13,17],nfs:50,nfsdir:50,nginx:28,ngram:13,nic:[43,44,45,50],nil:20,nine:13,nlp:9,nltk:13,nmt:63,nnz:39,no_cach:3,no_sequ:[3,31,60],noah:62,noavx:28,node0:50,node:[9,48,49,50],node_0:50,node_1:50,node_2:50,nodebook:28,nodefil:43,nois:[9,17],non:[9,17],none:[3,5,7,8,9,10,11,12,13,15,16,26,37,56,58],norm_by_tim:9,normal:[9,10,13,49,50,56],notat:9,note:[7,9,10,12,15,16,20,23,30,62],noth:[6,15,38],novel:62,now:[9,17,36],np_arrai:13,ntst1213:63,ntst14:63,nullptr:[30,39],num:[9,43,45,50,61,62,63],num_channel:[9,10,55],num_chunk_typ:8,num_class:[9,10,55],num_filt:[9,10],num_gradient_serv:[44,45],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,26,31,44,45,47,49,50,58,60,61,62,63],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[8,9,13,17,19,23,63],numchunktyp:8,numdevices_:47,numlogicaldevices_:47,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,23,26,31,56],numsampl:42,numtagtyp:8,numtimeout:20,nvcc:28,nvidia:[25,28],obj:[3,25,26,55,56,58,60],object:[3,7,9,10,11,13,15,16,21,42,58,60],observ:11,occup:[50,60],occur:[13,15],oct:49,odd:9,off:[22,27,28,30,38],offlin:[17,19],offset:[9,60],ograd:39,omit:[25,58],on_init:3,onc:[9,17,20],one:[3,6,8,9,10,11,12,13,16,17,20,23,58,61,62],one_host_dens:60,one_hot_dens:60,onli:[8,9,10,12,13,15,16,20,34,36],onlin:[11,17,19,23],open:[3,9,16,19,23,25,26,34,56,58,60,61],openbla:27,openblas_root:27,oper:[9,10,11],opinion:62,opt:[16,27,50],optim:[7,14,15,25,31],option:[8,9,16],order:[9,10,13,23,50],org:[9,10,13,19,28,59],organ:9,origin:[9,13,38],other:[8,9,10,13,17,58,60],otherchunktyp:8,otherwis:[9,13,16,17,23],our:16,out:[9,15,16,20,34,36,37,55],out_dir:50,out_left:9,out_mem:37,out_right:9,out_size_i:9,out_size_x:9,outer:34,outer_mem:34,outer_rnn_st:34,outer_rnn_state_:34,outer_step:34,output:[6,7,8,9,10,12,13,15,16,19,23,25,26,34,37,43,47,49,50,54,55,56,58,60,61,62],output_:9,output_dir:56,output_fil:61,output_id:9,output_lay:[15,56],output_max_index:12,output_mem:[9,37],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outv:39,over:[9,10,16],overrid:17,overview:20,packag:[13,20,25],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,21,22,25,26,28,30,31,38,39,40,42,43,47,49,50,54,55,58,60,61,62,63],paddle_error:[21,22],paddle_matrix:[21,22],paddle_matrix_cr:22,paddle_matrix_get_shap:21,paddle_matrix_shap:21,paddle_n:[43,50],paddle_output:49,paddle_port:[43,50],paddle_ports_num:[43,50],paddle_ports_num_for_spars:43,paddle_ports_num_spars:50,paddle_process_by_paddl:50,paddle_pserver2:43,paddle_root:54,paddle_server_num:50,paddle_source_root:54,paddle_train:[22,24,43,50],paddledev:[25,28,49,50],paddlepaddl:[9,10,13,17,19,23,25,28,30,37,38,42,43,51,52,54,61],pair:8,palceholder_just_ignore_the_embed:54,palmer:61,paper:[9,63],para:54,paraconvert:54,parallel:[42,47,49,50,63],parallel_nn:[7,44,45],param:[7,9,60],param_attr:[9,10,25,26,37],paramattr:[7,9,25,26,37],paramet:[8,9,10,11,12,13,14,18,23,31,45,50,60,61,62,63],parameter_attribut:9,parameter_block_s:[44,45],parameter_block_size_for_spars:[44,45],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:50,parametermap:39,parameters_:39,parameterset:16,parametris:11,paramutil:60,paraphras:[54,63],paraphrase_data:54,paraphrase_model:54,paraphrase_modeldata:54,paraspars:39,pars:[13,60],parse_config:5,parse_known_arg:50,parsefromstr:25,parser:50,part:[60,62],partial:9,partit:[17,19],paserv:50,pass:[3,9,13,15,17,23,25,26,31,38,42,45,47,49,50,55,58,60,61,62,63],pass_id:[15,31],pass_idx:23,passtyp:39,past:16,path:[8,13,15,17,20,23,30,43,45,48,49,50,61,62],pattern:[13,17,21,60,62],paul:61,paus:17,pave:63,pdf:[9,10],pem:[16,19],pend:[17,20],penn:61,per:[9,13,17,23],perform:[9,10,42,44],period:[17,45,61,62,63],perl:[62,63],peroid:9,persistentvolum:48,persistentvolumeclaim:[48,50],person:16,pfs:19,pfsclient:19,pickl:60,pid:48,piec:[9,10],pillow:55,pip:[25,38,43,55,60],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,17],plain:[8,9,15,22],plan:17,pleas:[7,9,10,11,16,17,20,23,25,30,50],plot:[16,55],plotcurv:55,png:55,pnpair_evalu:8,pnpairvalid:44,pod:[19,48,49,50],podip:50,podlist:50,point:[17,42],polar:13,poll:62,pool3:39,pool:[10,14,60],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[25,58],pooling_typ:[9,25,33,58],poolingtyp:12,port:[43,44,45,49,50],port_num:44,ports_num:[45,50],ports_num_for_spars:[44,45,47,50],pos:[60,62],pose:17,posit:[3,8,9,13,58],positive_label:8,posix:48,possibl:[16,20],potenti:42,practic:9,pre:[9,10,13,16,54,62,63],pre_dictandmodel:54,precis:8,precision_recall_evalu:8,pred:[58,61],predetermin:9,predic:[13,61],predicate_dict:61,predicate_dict_fil:61,predicate_slot:61,predict:[3,5,8,9,11,15,25,43,54,55,56,58,60,61,62],predict_fil:[44,45],predict_output_dir:[44,45,58],predict_sampl:5,predin:55,prefer:48,prefetch:39,prefix:[17,19],pregrad:39,premodel:54,prepar:51,preprocess:[13,43,54,55,58,60,62,63],present:[16,38],prev_batch_st:[44,45],prevent:[11,16,17,20],previou:[9,10,17],previous:9,price:13,principl:16,print:[5,7,15,16,26,31],printallstatu:42,printer:8,printstatu:42,prite:8,privat:[22,38],prob:[8,15],probabilist:[9,54],probabl:[8,9,15],problem:[9,11,16],proc:28,proce:[13,17,23],proceed:[9,61],process2:34,process:[3,7,9,10,16,19,20,25,26,34,37,50,58,60,61],process_predict:58,processdata:[55,56],processor:42,prod:[28,38],produc:[10,13,17,23],productgraph:49,profil:42,proflier:42,prog:50,program:[13,16,19,23,42,50],progress:[17,20],proj:9,project:[9,10,22],promis:[9,10],prone:16,prop:61,propag:11,properli:58,proposit:61,protect:39,proto:12,protobuf:25,provid:[9,13,16,25,26,34,44,58,60,61],prune:9,ps_desir:17,pserver:[43,44,45,50],pserver_id:18,pserver_num_thread:[44,45],pseudo:16,psize:39,ptr:22,pull:24,purpos:[17,42],push:50,push_back:39,put:[17,58],pwd:[28,38],py_paddl:[5,13,40],pydataprovid:25,pydataprovider2:[3,5,26,50,60],pyramid:9,pyramid_height:9,python:[15,16,21,24,25,28,38,39,40,43,54,55,56,60,61,62,63],pythonpath:[25,55],pzo:62,queri:[9,63],question:[9,16],quick:49,quick_start:[49,50,51,58],quick_start_data:49,quickstart:49,rac:9,rais:13,ramnath:62,ran:42,rand:[42,45,47,61],random:[7,9,13,19,23,26],random_imag:19,rang:[9,13,19,23,50,58],rank:[9,16,56,58],rare:3,rate:[7,8,11,13,43,50,60],ratio:45,raw:9,raw_meta:60,rdma_tcp:[44,45],reach:17,read:[3,13,15,16,17,19,23,26,56,58,60],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_next_from_fil:25,read_ranking_model_data:16,reader:[15,19,31],reader_cr:19,reader_creator_bool:23,reader_creator_random_imag:[13,23],reader_creator_random_image_and_label:[13,23],readi:[17,49],readm:[22,38,60,62],real:23,real_process:3,realist:16,reason:[10,16,17,49],recal:8,receiv:17,recognit:[9,56,62],recommend:[10,16,43,50,60],record:[20,60,61],recordio:[16,19,20],recov:17,recoveri:20,rectangular:9,recurr:[34,35,61,62],recurrent_group:[10,34,36,37],recurrentgradientmachin:22,recurrentgroup:8,reduc:11,ref:60,refer:[7,9,10,11,17,20,27],referenc:[9,20],reference_cblas_root:27,refine_unknown_arg:50,reflect:20,regex:60,register_gpu_profil:42,register_lay:39,register_timer_info:42,registri:49,regular:[7,55,58,62],rel:10,relat:[17,60],relationship:13,releas:[24,30,48,61],reliabl:17,relu:9,rememb:9,remot:[7,38,43,45,47],remov:[13,38],reorgan:9,replac:20,report:20,reportdataset:20,repres:[9,13,20,58],represent:58,request:[17,24,49,63],requir:[8,9,16,17,43,60],res5_3_branch2c_bn:56,res5_3_branch2c_conv:56,res:61,research:[9,13,55],reserveoutput:39,reset:[9,17],reshap:23,reshape_s:9,residu:56,resnet_101:56,resnet_152:56,resnet_50:56,resolv:[38,49],respons:[9,49],rest:9,restart:[17,49],restartpolici:[49,50],resu:23,result:[3,6,8,9,15,20,42,58,63],result_fil:[8,37],ret_val:60,return_seq:10,reuqest:24,reus:23,reveal:16,revers:[9,10,36,37],review:[13,38,49,62],reviews_electronics_5:49,rewrit:63,rgb:9,rgen:62,rho:11,right:9,rmsprop:58,rmspropoptim:60,rnn:[9,10,36,37,44,62],rnn_bias_attr:37,rnn_layer_attr:37,rnn_out:37,rnn_state:34,rnn_state_:34,rnn_step:9,rnn_use_batch:[44,45],rnnlm:13,robot:55,role:[13,16,20,61,62],roman:62,root:[11,12,28,43,49,50,54],root_dir:43,rot:9,routin:60,routledg:62,row:[8,9,13],row_id:9,rpc:20,rpcserver:20,rstrip:50,rtype:[9,60],run:[16,17,25,28,38,42,43,49,50,51,52,60],runinitfunct:[42,50],runtim:[3,25],s_fusion:60,s_id:60,same:[3,8,9,10,16,20,34,58],samping_id:9,sampl:[3,8,13,58,60,62,63],sample_id:8,sample_num:8,santiago:62,save:[3,9,13,17,19,20,49,60,61,62,63],save_dir:[26,45,47,49,50,55,58,60,61,62,63],save_only_on:[44,45],saving_period:[44,45,50],saving_period_by_batch:[44,45,47],saw:3,scalar:9,scale:[6,60],scalingproject:9,scan:20,scatter:9,schedul:20,scheduler_factor:7,scheme:8,schmidhub:62,schwenk:63,scienc:62,score:[8,9,60],script:[13,40],seaplane_s_000978:55,search:[9,17,37,63],seat:63,second:[9,13,16,23,58,60],sed:62,see:[9,10,16,17,25,58],seed:[42,45],segment:8,sel_fc:9,select:9,selectiv:9,selector:49,self:39,selfnorm:9,semant:[13,16,24,61,62],semantic_role_label:37,semat:16,sen_len:61,send:17,sent:[16,49],sent_id:37,sentanc:25,sentenc:[3,9,13,34,37,61],sentence_last_state1:34,sentence_last_state2:34,sentiment:[3,61,62],sentiment_data:62,sentiment_net:62,sentimental_provid:3,sentimental_train:3,separ:[8,58,60],seq:[9,13,34,60],seq_pool:[9,33],seq_text_print:8,seq_to_seq_data:[54,63],seq_typ:[13,60],seqlastin:34,seqtext_printer_evalu:[8,37],seqtoseq:[9,25,37,54,63],seqtoseq_net:[9,37,54,63],sequel:3,sequenc:[3,6,8,9,10,12,13,25,31,34,36,58,60,62,63],sequence_conv_pool:58,sequence_layer_group:[9,34],sequence_nest_layer_group:[9,34],sequencegen:34,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,31],sequenti:[9,61],seri:[10,34,62],serial:[15,20],server:[16,43,45,48,50],serverless:17,set:[3,7,8,9,10,13,15,16,17,25,26,34,37,42,43,49,54,55,56,58,60,61,62,63],set_active_typ:39,set_default_parameter_nam:7,set_drop_r:39,set_input:9,set_siz:39,set_typ:39,settotalbyteslimit:25,setup:[39,58],sever:9,sgd:[11,15,16,17,26,31,43,44,62],shape:[9,15,31],shard:[17,18,19,20],share:[9,22,61],shared_bia:10,shared_bias:9,shared_ptr:[21,22],ship:55,shold:62,shorten:9,should:[8,9,13,15,16,23,36],should_be_fals:16,should_be_tru:16,should_shuffl:[3,34,61],show:[11,13,17,61,62,63],show_check_sparse_distribution_log:[44,45],show_layer_stat:[44,45],show_parameter_stats_period:[44,45,47,49,61,62,63],shown:[8,9,16],shuf:[25,60],shuffl:[13,25],side:[9,15],sigint:43,sigmoid:[9,10],sigmoidactiv:34,similar:[9,23,60],similarli:9,simpl:[6,8,9,10,13,15,50],simple_attent:37,simple_gru:58,simple_lstm:[9,58],simple_rnn:[9,37],simpli:[9,16],simplifi:16,sinc:[9,17,20,23],singl:[8,10,13,17],size:[3,8,9,10,11,13,17,19,23,25,26,31,34,37,39,55,56,58,60,62,63],size_a:9,size_b:9,size_t:39,skip:[23,26,38,56],sleep:50,slide:[9,11,13,17],slope:9,slot:[60,61],slot_dim:60,slot_nam:60,slottyp:60,small:13,small_messag:[44,45],small_vgg:55,smaller:[9,17],smith:62,smooth:9,snap:49,snapshot:18,sock_recv_buf_s:[44,45],sock_send_buf_s:[44,45],socket:50,softmax:[9,10,16,25,37,39,58],softmax_param:25,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[25,34,37,58],solv:16,some:[7,9,13,15,16,20],some_c_api_funct:22,some_inst:22,some_python_class:21,somecppclass:21,somedata:15,somegotyp:21,someth:9,sometim:[11,23],soon:17,sort:[9,13,50,60,62],sourc:[9,13,22,23,63],source_dict_dim:37,source_language_word:37,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,25,39,43,45,47,50,58],sparse_binary_vector:[3,13,25,31,58],sparse_binary_vector_sequ:13,sparse_float_vector:[3,31],sparse_non_value_slot:13,sparse_upd:[7,25],sparse_value_slot:13,sparse_vector:[13,25],sparse_vector_sequ:13,sparseparam:39,sparseprefetchrowcpumatrix:39,spatial:9,spec:[49,50],special:9,specifi:[8,9,13,16,20,30,58],speech:9,speed:10,sphinx:[21,28,40],split:[3,9,34,43,58,60,61],split_count:50,squar:[9,11,12],squarerootnpool:9,srand:45,src:[50,63],src_backward:37,src_dict:[25,37],src_dict_path:25,src_embed:37,src_forward:37,src_id:37,src_root:5,src_word_id:37,srl:[13,61],ssd:9,ssh:[28,43],sshd:28,sstabl:16,stabl:[24,48],stacked_lstm_net:62,stacked_num:62,stackexchang:9,stage:38,stake:63,stale:17,standard:7,stanford:[13,49],start:[9,15,17,20,25,45,49,50],start_paddl:50,start_pass:[44,45],start_pserv:[44,45],startpaddl:50,startup:17,stat:[42,45,61,62,63],state:[9,10,17,36,49],state_act:[9,10,34],statfulset:50,staticinput:[9,36,37],statist:9,statset:42,statu:[38,42,49,50],status:49,std:[21,22,39,45],stderr:43,stdout:43,step:[9,10,12,17,34,36,37],stepout:34,still:20,stochast:[11,17,20],stock:62,stop:9,storag:48,store:[8,9,13,58,60],str:[15,47,50],strategi:[12,17,45,61],street:[9,61],strict:23,stride:9,stride_i:9,stride_x:9,string:[3,8,9,20,39,45],strip:[25,34,58,60,61],struct:[20,22],structur:[13,20,58],stub:9,stuff:38,stun:3,style:9,sub:[8,9,13,16],sub_sequ:[3,31],subgradi:11,subnet:16,subobjectpath:49,subseq:[33,36],subsequenceinput:[9,34],succeed:[20,49],success:49,successfulcr:49,sudo:[30,55],suffic:23,suggest:9,sum:[9,11,18],sum_:9,sum_evalu:8,sumpool:[9,25],support:[7,8,9,12,13,17,23,34],sure:[30,62],swap_channel:56,swig:[21,22],swig_paddl:[5,13],symbol:[9,22],symlink:38,sync:17,syncflag:39,synchron:[11,17,20],syntax:23,sys:56,system:[17,25,62],t2b:54,t_i:9,tab:58,tabl:9,tableproject:9,tag:[8,13,28],tagtyp:8,tainer_id:50,take:[3,8,9,10,16],tanh:[9,10,39],tanhactiv:[34,37],target:[9,13,15,63],target_dict_dim:37,target_dictionary_dim:9,target_language_embed:9,target_language_word:37,targetinlink:[9,34],task:[8,9,61],task_queu:20,taskentri:20,taskqueu:20,tbd:34,tconf:62,tcp:45,tear:42,technic:17,tee:[49,55,60,61,62,63],tell:[17,20],tellig:62,templat:[49,50],tempor:9,term:[9,10,17],termin:49,tesh:61,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,22,23,24,38,39,42,43,45,47,55,56,58,60,61,62,63],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:39,test_gpuprofil:42,test_layergrad:39,test_list:[3,25,26,55,58],test_networkcompar:25,test_part_000:62,test_pass:[44,45,47,63],test_period:[44,45,47],test_predict:25,test_pydataprovid:25,test_pydataprovider2:25,test_pydataproviderwrapp:25,test_ratio:60,test_recurrent_machine_gener:25,test_recurrentgradientmachin:[25,34],test_swig_api:25,test_train:25,test_traineronepass:25,test_wait:[44,45],testa:16,testb:16,testbilinearfwdbwd:42,testconfig:39,tester:[60,63],testfcgrad:39,testfclay:39,testlayergrad:39,testq:16,testresult:15,testutil:39,text:[3,8,10,13,16,54,58,62,63],text_conv:58,text_conv_pool:60,text_fil:[13,62],tflop:42,tgz:13,than:[7,8,9,10,17,25],thei:[16,17,42],them:[10,16,17,23,42,58,60],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,20,23,42,58,60,62],thing:3,think:16,third:[9,17],those:[17,61],thread:42,thread_local_rand_use_global_se:[44,45],threadid:47,threadloc:42,three:[8,9,17,23,56],threshold:[7,8,17,20,45],through:[9,17,20],throughput:42,thu:9,tier:49,time:[9,10,12,13,16,17,20,23,34,42,45,49,50,62],timelin:9,timeout:[17,20],timer:42,timestamp:[9,18],timestep:9,titl:[13,50,60],tmp:3,to_your_paddle_clone_path:40,todo:[8,10,13,17,20],toend:9,togeth:[9,10,13,15],token:[8,9,16,37,62],too:13,tool:[40,50],top:[8,56],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,55],total:[8,15,17,23,42,49,63],total_pass:23,touch:62,tourist:63,track:[17,20,38],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,9,11,13,19,20,25,26,30,31,43,45,47,49,50,51,52,54,55,56,58,60,61,62,63],train_arg:50,train_args_dict:50,train_args_list:50,train_conf:[54,63],train_config_dir:50,train_data:63,train_i:31,train_list:[3,25,26,55,56,58],train_part_000:62,train_read:31,train_x:31,trainabl:9,trainer:[3,5,16,18,19,20,26,31,39,45,47,50,60,61,62,63],trainer_config:[2,3,5,26,43,49,50,58,60,62],trainer_config_help:[3,25,26,39,55,60],trainer_count:[25,44,45,47,49,50,60,61,62,63],trainer_id:[45,50],trainerconfighelp:25,trainerid:50,trainerintern:[58,60,63],tran:39,transact:[17,20,62],transform:9,transform_param_attr:10,translat:[9,10,54,63],transpos:9,transposedfullmatrixproject:9,travel:3,travi:38,treat:9,tree:[9,50],trg:63,trg_dict:37,trg_dict_path:37,trg_embed:37,trg_id:37,trg_ids_next:37,tricki:21,trn:58,truck:55,true_imag:23,true_label:23,true_read:23,truth:[8,9,63],tst:58,tune:[7,44],tupl:[9,13,15,23],ture:9,turn:[9,23,36],tutori:[49,50,51,52,54,63],tweet:62,twitter:62,two:[9,10,16,23,42,58],txt:[3,39,43,48,58,60,62],type:[3,8,9,10,12,13,16,17,20,21,22,23,26,31,34,39,47,49,56,58,60,61],type_nam:60,typedef:[21,22],typic:8,ubuntu:24,ubyt:23,uci:13,ufldl:9,uid:49,uint64:21,uint64_t:21,unconstrain:62,under:20,undeterminist:42,uniform:[7,9,13,19,23],uninstal:25,uniqu:[16,17],unique_ptr:39,unit:[9,10],unittest:[22,25],univ:63,unix:43,unk:[54,63],unk_idx:[58,61],unknown:9,unseg:9,unsup:62,unsupbow:62,until:[17,50],untrack:38,unus:60,updat:[7,9,17,20,38,43,47],update_equ:[15,31],updatecallback:39,upgrad:25,upload:17,upstream:38,url:[13,62],urls_neg:62,urls_po:62,urls_unsup:62,usag:[8,9,10,13,15,50,60],use:[7,8,9,10,12,13,15,16,17,38,42,50,56,58,60,61,62,63],use_global_stat:9,use_gpu:[5,25,31,44,45,47,49,50,55,56,58,60,61,62,63],use_jpeg:55,use_old_updat:[44,45],use_seq:[26,60],use_seq_or_not:60,used:[3,8,9,10,11,12,13,15,16,17,23,42,58,60,62],useful:[9,10],usegpu:39,user:[7,9,10,13,15,16,19,20,23,48,58,60],user_featur:60,user_head:60,user_id:[50,60],user_info:13,user_meta:60,user_nam:[19,60],usercert:19,userinfo:13,userkei:19,usernam:[19,38],uses:17,using:[7,9,10,13,16,17,20,23,30,61],usr:[25,27,28,30,43,45,50],usrdict:54,usrmodel:54,usual:[9,13,15,42],utc:59,util:[42,50,55,60],uuid:18,v28:9,valid:23,valu:[3,5,7,8,9,11,12,13,15,17,39,47,50,56,58,61],value1:45,value2:45,value_printer_evalu:8,value_rang:13,vanilla:37,variabl:[9,13,16,49],varianc:9,vector:[9,10,13,16,58,60],verb:13,veri:[9,12,20,55],version:[9,10,24,28,30,42,44,45],versu:16,vertic:9,vgg:[10,55],vgg_16_cifar:55,via:[17,23,30,38],view:9,vision:55,visipedia:55,visual:9,vocab:62,volum:[28,48,49,50],volumemount:[49,50],vutbr:13,wai:[9,10,16,63],wait:[11,17,50],wall:61,want:[3,9,10,16,23],warn:[9,25,50],warp:9,watch:17,wbia:56,wei:[61,62],weight:[8,9,10,11,39,56],weight_act:10,weightlist:39,weights_:39,weights_t:39,wether:9,what:[7,9,10,11,38,58],when:[3,7,8,9,13,15,17,20,42],where:[9,10,11,16,17],wherea:20,whether:[8,9,10,23,62],which:[8,9,10,11,13,16,17,19,20,23,58,60],whole:[3,8,13,21,22],whole_cont:60,whose:[9,13,17],why:[10,22,42],width:[8,9,13,21,23,39,63],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,48],wise:9,with_avx:[27,28,30,38],with_doc:27,with_dock:40,with_doubl:[27,30,39],with_dso:27,with_gpu:[27,28,30,38],with_predict_sdk:30,with_profil:42,with_python:[27,30],with_rdma:[27,30],with_style_check:[27,38],with_swig_pi:27,with_test:[27,28,38],with_tim:[27,30,42],within:[9,20],without:[8,9,17,23],wmt14:63,wmt14_data:63,wmt14_model:63,wmt_shrinked_data:13,woboq:28,won:34,wonder:3,word2vec:25,word:[3,8,9,13,25,34,36,58,61],word_dict:[34,58,61],word_dim:[34,58],word_id:[3,25],word_idx:13,word_slot:61,word_vector:58,word_vector_dim:[9,37,54],words_freq_sort:13,work:[13,16,17,23,28,34,38,49,50],workspac:43,would:[15,17,23,61],wrapper:[10,42],write:[13,16,17,23,61],write_lock:18,writelin:26,writer:16,wrong:23,wsj:61,wuyi:48,www:[9,13,55,63],xarg:[25,28,39],xgbe0:45,xgbe1:45,xiaojun:62,xrang:[23,26,31,39],xxbow:62,xxx:[16,56,63],xxxx:18,y_i:9,y_predict:31,yaml:[49,50],yann:13,yapf:38,yeild:15,yield:[3,13,16,19,23,25,26,31,34,37,58,60,61],you:[3,7,9,10,30,56,62],your:[9,16,25],your_param_nam:25,your_repo:50,your_source_root:22,yuyang18:[10,13],zachari:62,zeng:62,zero:[7,9,11,13,17,45],zhou:[61,62],zip:[13,50,59],zoo:54},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":50,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\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,"\u4e0d\u4f7f\u7528":21,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":21,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":21,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\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":42,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":42,"\u4ec5\u4ec5\u4f7f\u7528void":21,"\u4ecb\u7ecd":[54,56],"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4ee3\u7801\u8981\u6c42":38,"\u4efb\u52a1\u7b80\u4ecb":26,"\u4f18\u5316\u7b97\u6cd5":58,"\u4f7f\u7528":[38,49],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u4f7f\u7528\u6848\u4f8b":47,"\u4f7f\u7528\u6982\u8ff0":58,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":47,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":50,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":54,"\u4f7f\u7528\u8bf4\u660e":41,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":63,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":63,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":38,"\u4fee\u6539\u542f\u52a8\u811a\u672c":49,"\u4fee\u6539\u6587\u6863":40,"\u514b\u9686":38,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":22,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":42,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":39,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":43,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":37,"\u51c6\u5907\u6570\u636e":[26,60],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":50,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":43,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":25,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":25,"\u5206\u5272\u8bad\u7ec3":60,"\u5206\u652f\u89c4\u8303":24,"\u521b\u5efa\u672c\u5730\u5206\u652f":38,"\u521b\u5efajob":50,"\u521b\u5efapaddl":49,"\u5220\u9664\u672c\u5730\u5206\u652f":38,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":38,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":25,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":38,"\u5236\u4f5c\u955c\u50cf":50,"\u5236\u4f5cdocker\u955c\u50cf":49,"\u524d\u63d0\u6761\u4ef6":43,"\u52a0\u8f7dpaddlepaddl":31,"\u52a0\u901f\u6267\u884c":18,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":25,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u52a8\u6001\u6269\u5bb9":18,"\u5355\u5143\u6d4b\u8bd5":45,"\u5355\u53cc\u5c42rnn":34,"\u5377\u79ef\u6a21\u578b":58,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":55,"\u539f\u56e0":21,"\u539f\u56e0\u5217\u8868":21,"\u53c2\u6570\u4fe1\u606f":56,"\u53c2\u6570\u5185\u5b58":25,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":45,"\u53c2\u6570\u6982\u8ff0":44,"\u53c2\u6570\u8bfb\u53d6":56,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":62,"\u53c2\u8003\u8d44\u6599":42,"\u53cc\u5411lstm":62,"\u53cc\u5c42rnn":34,"\u53cc\u5c42rnn\u4ecb\u7ecd":36,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":36,"\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":45,"\u542f\u52a8\u4efb\u52a1":50,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":43,"\u547d\u4ee4\u884c\u53c2\u6570":58,"\u548c":33,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":55,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":47,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":54,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":31,"\u57fa\u672c\u539f\u7406":36,"\u57fa\u672c\u8981\u6c42":21,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":40,"\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":40,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u5982\u4f55\u8d21\u732e":40,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":38,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":42,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":25,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":34,"\u5b50\u5e8f\u5217\u95f4\u6709memori":34,"\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":21,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":39,"\u5b9e\u73b0\u65b9\u5f0f":22,"\u5b9e\u73b0c":39,"\u5b9e\u73b0python\u5c01\u88c5":39,"\u5bfc\u51fac":21,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":47,"\u5c0f\u7ed3":3,"\u5de5\u5177":42,"\u5e38\u7528\u6a21\u578b":57,"\u5e76\u5b8c\u6210":38,"\u5efa\u7acb":38,"\u5f00\u53d1\u6807\u51c6":41,"\u5f00\u59cb\u5f00\u53d1":38,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":45,"\u5f15\u7528":61,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":58,"\u6027\u80fd\u4f18\u5316":41,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":42,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":42,"\u6027\u80fd\u8c03\u4f18":45,"\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,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":21,"\u63a5\u53e3":56,"\u63a8\u5bfc\u65b9\u7a0b":39,"\u63a8\u6d4b\u6267\u884c":18,"\u63d0\u4ea4":38,"\u63d0\u4ea4\u955c\u50cf":49,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":60,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":31,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":33,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6570\u636e\u51c6\u5907":[55,60,63],"\u6570\u636e\u63cf\u8ff0":61,"\u6570\u636e\u63d0\u4f9b":61,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":60,"\u6570\u636e\u652f\u6301":45,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":58,"\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\u4ef6\u8bbf\u95ee\u65b9\u5f0f":19,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u6587\u672c\u751f\u6210":63,"\u6587\u672c\u751f\u6210\u6559\u7a0b":63,"\u6587\u6863":[28,53],"\u65b0\u624b\u5165\u95e8":32,"\u65f6\u5e8f\u6a21\u578b":58,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":34,"\u65f6\u95f4\u6b65":34,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":22,"\u672c\u5730\u6d4b\u8bd5":47,"\u672c\u5730\u8bad\u7ec3":47,"\u672f\u8bed":18,"\u6784\u5efa\u548c\u6d4b\u8bd5":38,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":49,"\u67e5\u770b\u8f93\u51fa":50,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":47,"\u6848\u4f8b\u4e8c":47,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":43,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":43,"\u6982\u5ff5\u89e3\u91ca":19,"\u6982\u8ff0":[33,36],"\u6a21\u578b":56,"\u6a21\u578b\u4e0b\u8f7d":56,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":22,"\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":[34,41],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":34,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u6d4b\u8bd5":[45,61],"\u6d4b\u8bd5\u6587\u4ef6":60,"\u6d4b\u8bd5\u6a21\u578b":62,"\u7279\u5f81":61,"\u7279\u5f81\u63d0\u53d6":56,"\u751f\u6210\u5e8f\u5217":37,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":36,"\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,"\u76ee\u5f55\u7ed3\u6784":22,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":40,"\u76f8\u5173\u6982\u5ff5":36,"\u77e9\u9635":45,"\u793a\u4f8b1":34,"\u793a\u4f8b2":34,"\u793a\u4f8b3":34,"\u793a\u4f8b4":34,"\u793a\u4f8b\u7a0b\u5e8f":19,"\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":47,"\u7b26\u53f7":21,"\u7b80\u4ecb":[48,63],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":37,"\u7c7b":[21,39],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":31,"\u7ec3\u4e60":55,"\u7ec6\u8282\u63a2\u7a76":55,"\u7ec6\u8282\u63cf\u8ff0":45,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":43,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":26,"\u7f16\u5199yaml\u6587\u4ef6":49,"\u7f16\u8bd1\u6d41\u7a0b":29,"\u7f16\u8bd1\u9009\u9879":22,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u7f29\u5bb9":18,"\u7f51\u7edc\u53ef\u89c6\u5316":56,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u80cc\u666f":21,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":45,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":54,"\u8bad\u7ec3":[45,60,61],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":60,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8bad\u7ec3\u6a21\u578b":[26,31,58,62],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":63,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":36,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":25,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":46,"\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":34,"\u8be6\u7ec6\u6559\u7a0b":42,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":61,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":34,"\u8f6c\u6362\u5e93":19,"\u8f93\u5165":36,"\u8f93\u5165\u4e0d\u7b49\u957f":34,"\u8f93\u5165\u793a\u4f8b":36,"\u8f93\u51fa":36,"\u8f93\u51fa\u65e5\u5fd7":58,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":43,"\u8fd0\u884c\u5bb9\u5668":49,"\u8fd0\u884cdocker":25,"\u8fd0\u884cpaddlepaddl":28,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":21,"\u8fdb\u884c\u8bad\u7ec3":[19,49],"\u8fdb\u9636\u6307\u5357":41,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":48,"\u901a\u7528":45,"\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":37,"\u914d\u7f6e\u7f51\u7edc":31,"\u914d\u7f6ekubectl":48,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":48,"\u94a9\u5b50":38,"\u9644\u5f55":58,"\u968f\u673a\u6570":45,"\u96c6\u7fa4\u8bad\u7ec3":47,"\u975e\u6cd5\u6307\u4ee4":25,"\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":34,"beam_search\u7684\u751f\u6210":34,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":27,"bleu\u8bc4\u4f30":63,"book\u4e2d\u6240\u6709\u7ae0\u8282":24,"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":47,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":42,"gpu\u955c\u50cf\u51fa\u73b0":25,"group\u6559\u7a0b":36,"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":40,"paddle\u52a8\u6001\u5e93\u4e2d":21,"paddle\u53d1\u884c\u89c4\u8303":24,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":24,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":21,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":28,"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":23,"rnn\u76f8\u5173\u6a21\u578b":35,"rnn\u914d\u7f6e":37,"so\u627e\u4e0d\u5230":30,"ubuntu\u90e8\u7f72paddlepaddl":30,Abs:6,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,algorithm:17,api:[1,4,22],applic:4,argument:23,async:45,attent:37,attribut:7,auc:8,avg:12,basepool:12,batch:23,batch_norm:9,batch_siz:23,beam_search:9,becaus:25,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:25,bilinear_interp:9,bla:27,block_expand:9,book:28,brelu:6,cach:3,capi:22,capi_priv:22,check:9,checkpoint:[17,18],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,clone:38,column_sum:8,commit:38,compos:23,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,22,25,33,42],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:25,creat:23,creation:20,creator:23,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[25,27],cudnn:27,cudnnavg:12,cudnnmax:12,custom:23,dat:59,data:[9,13,17,23],datafeed:13,dataprovid:[4,45],dataset:[13,17,20],datatyp:13,decayedadagrad:11,decor:23,design:[16,17,20,23],dictionari:23,dispatch:[17,20],distribut:[16,17],doc:[16,17,20,23],dotmul_oper:9,dotmul_project:9,driver:25,dropout_lay:10,dylib:22,dynam:17,embed:9,entri:23,eos:9,evalu:8,event:[15,16],exampl:[16,22],except:25,exp:6,expand:[9,33],faq:25,fault:17,first_seq:[9,33],fork:38,format:17,from:16,full_matrix_project:9,fulli:9,gate:37,get_output:9,gpu:45,gradient_print:8,group:9,gru:[10,45],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,21],how:23,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:25,imag:[9,10],imagenet:56,imdb:[13,62],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:23,infer:15,ingredi:16,init_hook:3,input_typ:3,instruct:25,insuffici:25,interfac:[13,17,23],interpol:9,isn:23,issu:38,job:[17,49],join:9,kubernet:[48,49],lambda_cost:9,last_seq:[9,33],layer:[9,16],libcudart:30,libcudnn:30,libpaddle_capi_shar:22,libpaddle_capi_whol:22,linear:6,linear_comb:9,linux_x86_64:25,list:[18,23],log:6,logic:20,lstm:[10,45,61,62],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:23,master:[17,20],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,34,36],messag:25,mini:23,minibatch:13,misc:10,mix:9,mnist:13,model:[4,14,16,37,56],momentum:11,movi:59,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:23,nce:9,need:23,network:[10,37],neural:37,nlp:[10,45],norm:9,nvprof:42,nvvp:42,object:17,onli:23,optim:[11,17],pad:9,paddl:[23,24],paddlepaddl:[16,40,53],parallel_nn:47,paramet:[7,15,16,17],perform:45,persist:20,platform:25,pnpair:8,point:25,pool:[9,12,33],power:9,pre:38,precision_recal:8,prefetch:23,print:8,process:17,protocol:25,provid:[3,23],pull:38,push:38,python:23,queue:[17,20],rank:8,rank_cost:9,rate:59,reader:[13,16,23],recoveri:17,recurr:[9,10,36,37],recurrent_group:9,refer:3,reject:25,relu:6,repeat:9,request:38,reshap:9,resnet:56,retri:20,rmsprop:11,rnn:[34,45],rotat:9,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:37,sequence_conv_pool:10,sequencesoftmax:6,server:[17,20],sgd:45,share:16,shuffl:23,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:23,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spp:9,squar:6,squarerootn:12,stack:62,stanh:6,start:16,store:17,suffici:23,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:25,tabl:22,table_project:9,take:23,tanh:6,task:[17,20],tensor:9,text_conv_pool:10,thi:25,todo:[18,19],toler:17,too:25,train:[15,16,17,23],trainer:[15,17],tran:9,trans_full_matrix_project:9,tune:45,uci_h:13,updat:16,usag:23,use:23,user:[17,59],util:8,value_print:8,version:25,vgg_16_network:10,warp_ctc:9,wheel:25,whl:25,why:23,wmt14:13,zoo:56}})
\ No newline at end of file