diff --git a/develop/doc/_sources/design/file_manager/README.md.txt b/develop/doc/_sources/design/file_manager/README.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df10d801e568834729f902aace483d033340e2d --- /dev/null +++ b/develop/doc/_sources/design/file_manager/README.md.txt @@ -0,0 +1,87 @@ +# FileManager设计文档 +## 目标 +在本文档中,我们设计说明了名为FileManager系统,方便用户上传自己的训练数据以进行分布式训练 + +主要功能包括: + +- 提供常用的命令行管理命令管理文件和目录 +- 支持大文件的断点上传、下载 + +## 名词解释 +- PFS:是`Paddlepaddle cloud File System`的缩写,是对用户文件存储空间的抽象,与之相对的是local filesystem。目前我们用CephFS来搭建。 +- [CephFS](http://docs.ceph.com/docs/master/cephfs/):一个POSIX兼容的文件系统。 +- Chunk:逻辑划上文件分块的单位。 + +## 模块 +### 架构图 + + +### PFSClient +- 功能: 详细设计[link](./pfs/pfsclient.md) + - 提供用户管理文件的命令 + - 需要可以跨平台执行 + +- 双向验证 + PFSClient需要和Ingress之间做双向验证[tls](#tls),所以用户需要首先在`cloud.paddlepaddle.org`上注册一下,申请用户空间,并且把系统生成的CA(certificate authority)、Key、CRT(CA signed certificate)下载到本地,然后才能使用PFSClient。 + +### [Ingress](https://kubernetes.io/docs/concepts/services-networking/ingress/) +- 功能: + 提供七层协议的反向代理、基于粘性会话的负载均衡功能。 + +- 透传用户身份的办法 + Ingress需要把PFSClient的身份信息传给PFSServer,配置的方法参考[link](http://www.integralist.co.uk/posts/clientcertauth.html#3) + +### PFSServer +PFSServer提供RESTful API接口,接收处理PFSClient端的文件管理请求,并且把结果返回PFSClient端。 + +RESTful API + +- /api/v1/files + - `GET /api/v1/files`: Get metadata of files or directories. + - `POST /api/v1/files`: Create files or directories. + - `PATCH /api/v1/files`: Update files or directories. + - `DELETE /api/v1/files`: Delete files or directories. + +- /api/v1/file/chunks + - `GET /api/v1/storage/file/chunks`: Get chunks's metadata of a file. + +- /api/v1/storage/files + - `GET /api/v1/storage/files`: Download files or directories. + - `POST /api/v1/storage/files`: Upload files or directories. + +- /api/v1/storage/file/chunks + - `GET /api/v1/storage/file/chunks`: Download chunks's data. + - `POST /api/v1/storage/file/chunks`: Upload chunks's data. + +## 文件传输优化 + +### 分块文件传输 +用户文件可能是比较大的,上传到Cloud或者下载到本地的时间可能比较长,而且在传输的过程中也可能出现网络不稳定的情况。为了应对以上的问题,我们提出了Chunk的概念,一个Chunk由所在的文件偏移、数据、数据长度及校验值组成。文件的上传和下载都是通过对Chunk的操作来实现的。由于Chunk比较小(默认256K),完成一个传输动作完成的时间也比较短,不容易出错。PFSClient需要在传输完毕最后一个Chunk的时候检查destination文件的MD5值是否和source文件一致。 + +一个典型的Chunk如下所示: + +``` +type Chunk struct { + fileOffset int64 + checksum uint32 + len uint32 + data []byte +} +``` + +### 生成sparse文件 +当destination文件不存在或者大小和source文件不一致时,可以用[Fallocate](https://Go.org/pkg/syscall/#Fallocate)生成sparse文件,然后就可以并发写入多个Chunk。 + +### 覆盖不一致的部分 +文件传输的的关键在于需要PFSClient端对比source和destination的文件Chunks的checksum是否保持一致,不一致的由PFSClient下载或者传输Chunk完成。这样已经传输成功的部分就不用重新传输了。 + +## 用户使用流程 +参考[link](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/cluster_train/data_dispatch.md) + +## 框架生成 +用[swagger](https://github.com/swagger-api/swagger-codegen)生成PFSClient和PFSServer的框架部分,以便我们可以把更多的精力放到逻辑本身上。 + +## 参考文档 +- [TLS complete guide](https://github.com/k8sp/tls/blob/master/tls.md) +- [aws.s3](http://docs.aws.amazon.com/cli/latest/reference/s3/) +- [linux man document](https://linux.die.net/man/) diff --git a/develop/doc/_sources/design/file_manager/pfs/pfsclient.md.txt b/develop/doc/_sources/design/file_manager/pfs/pfsclient.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..56bc70c54bbc92b78d66e04fb495b1300cf8ebe0 --- /dev/null +++ b/develop/doc/_sources/design/file_manager/pfs/pfsclient.md.txt @@ -0,0 +1,129 @@ +# PFSClient + +## Description +The `pfs` command is a Command Line Interface to manage your files on PaddlePaddle Cloud + +## Synopsis +``` +paddle [options] pfs [parameters] +``` + +## Options +``` +--profile (string) + Use a specific profile from your credential file. + +--help (string) + Display more information about command + +--version + Output version information and exit + +--debug + Show detailed debugging log + +--only-show-errors (boolean) + Only errors and warnings are displayed. All other output is suppressed. +``` + +## Path Arguments +When using a command, we need to specify path arguments. There are two path argument type: `localpath` and `pfspath`. + +A `pfspath` begin with `/pfs`, eg: `/pfs/$DATACENTER/home/$USER/folder`. + +[Here](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/cluster_train/data_dispatch.md#上传训练文件) is how to config datacenters. + +## order of Path Arguments +Commonly, if there are two path arguments, the first is the source, and the second is the destination. + +## Subcommonds +- rm - remove files or directories + +``` +Synopsis: + rm [-r] [-v] ... + +Options: + -r + Remove directories and their contents recursively + -v + Cause rm to be verbose, showing files after they are removed. + +Examples: + paddle pfs rm /pfs/$DATACENTER/home/$USER/file + paddle pfs rm -r /pfs/$DATACENTER/home/$USER/folder +``` +- mv - move (rename) files + +``` +Synopsis: + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + +Options: + -f + Do not prompt for confirmation before overwriting the destination path. (The -f option overrides previous -n options.) + -n + Do not overwrite an existing file. (The -n option overrides previous -f options.) + -v + Cause mv to be verbose, showing files after they are moved. + +Examples: + paddle pfs mv ./text1.txt /pfs/$DATACENTER/home/$USER/text1.txt +``` +- cp - copy files or directories + +``` +Synopsis: + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + +Options: + -r + Copy directories recursively + -f + Do not prompt for confirmation before overwriting the destination path. (The -f option overrides previous -n options.) + -n + Do not overwrite an existing file. (The -n option overrides previous -f options.) + -v + Cause cp to be verbose, showing files after they are copied. + --preserve--links + Reserve links when copy links + +Examples: + paddle pfs cp ./file /pfs/$DATACENTER/home/$USER/file + paddle pfs cp /pfs/$DATACENTER/home/$USER/file ./file +``` +- ls- list files + +``` +Synopsis: + ls [-r] ... + +Options: + -R + List directory(ies) recursively + +Examples: + paddle pfs ls /pfs/$DATACENTER/home/$USER/file + paddle pfs ls /pfs/$DATACENTER/home/$USER/folder +``` + +- mkdir - mkdir directory(ies) +Create intermediate directory(ies) as required. + +``` +Synopsis: + mkdir ... + +Examples: + paddle pfs mkdir /pfs/$DATACENTER/home/$USER/folder +``` diff --git a/develop/doc/design/cluster_train/data_dispatch.html b/develop/doc/design/cluster_train/data_dispatch.html index 420d12a3011f006a501c15c76962d740cd7ab45c..79d8dce1e92bfa7d5812993b95a95e830e5aa71f 100644 --- a/develop/doc/design/cluster_train/data_dispatch.html +++ b/develop/doc/design/cluster_train/data_dispatch.html @@ -197,7 +197,7 @@

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。
  • +
  • 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
    diff --git a/develop/doc/design/file_manager/README.html b/develop/doc/design/file_manager/README.html new file mode 100644 index 0000000000000000000000000000000000000000..2f124384393a45975634a2c1c07dad665a0f1f37 --- /dev/null +++ b/develop/doc/design/file_manager/README.html @@ -0,0 +1,349 @@ + + + + + + + + + + + FileManager设计文档 — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + +
    + + + + + + + + + + + +
    +
      + +
    • FileManager设计文档
    • +
    +
    + +
    +
    +
    +
    + +
    +

    FileManager设计文档

    +
    +

    目标

    +

    在本文档中,我们设计说明了名为FileManager系统,方便用户上传自己的训练数据以进行分布式训练

    +

    主要功能包括:

    +
      +
    • 提供常用的命令行管理命令管理文件和目录
    • +
    • 支持大文件的断点上传、下载
    • +
    +
    +
    +

    名词解释

    +
      +
    • PFS:是Paddlepaddle cloud File System的缩写,是对用户文件存储空间的抽象,与之相对的是local filesystem。目前我们用CephFS来搭建。
    • +
    • CephFS:一个POSIX兼容的文件系统。
    • +
    • Chunk:逻辑划上文件分块的单位。
    • +
    +
    +
    +

    模块

    +
    +

    架构图

    +

    +
    +
    +

    PFSClient

    +
      +
    • 功能: 详细设计link
        +
      • 提供用户管理文件的命令
      • +
      • 需要可以跨平台执行
      • +
      +
    • +
    • 双向验证PFSClient需要和Ingress之间做双向验证tls,所以用户需要首先在cloud.paddlepaddle.org上注册一下,申请用户空间,并且把系统生成的CA(certificate authority)、Key、CRT(CA signed certificate)下载到本地,然后才能使用PFSClient。
    • +
    +
    +
    +

    Ingress

    +
      +
    • 功能:提供七层协议的反向代理、基于粘性会话的负载均衡功能。
    • +
    • 透传用户身份的办法Ingress需要把PFSClient的身份信息传给PFSServer,配置的方法参考link
    • +
    +
    +
    +

    PFSServer

    +

    PFSServer提供RESTful API接口,接收处理PFSClient端的文件管理请求,并且把结果返回PFSClient端。

    +

    RESTful API

    +
      +
    • /api/v1/files
        +
      • GET /api/v1/files: Get metadata of files or directories.
      • +
      • POST /api/v1/files: Create files or directories.
      • +
      • PATCH /api/v1/files: Update files or directories.
      • +
      • DELETE /api/v1/files: Delete files or directories.
      • +
      +
    • +
    • /api/v1/file/chunks
        +
      • GET /api/v1/storage/file/chunks: Get chunks’s metadata of a file.
      • +
      +
    • +
    • /api/v1/storage/files
        +
      • GET /api/v1/storage/files: Download files or directories.
      • +
      • POST /api/v1/storage/files: Upload files or directories.
      • +
      +
    • +
    • /api/v1/storage/file/chunks
        +
      • GET /api/v1/storage/file/chunks: Download chunks’s data.
      • +
      • POST /api/v1/storage/file/chunks: Upload chunks’s data.
      • +
      +
    • +
    +
    +
    +
    +

    文件传输优化

    +
    +

    分块文件传输

    +

    用户文件可能是比较大的,上传到Cloud或者下载到本地的时间可能比较长,而且在传输的过程中也可能出现网络不稳定的情况。为了应对以上的问题,我们提出了Chunk的概念,一个Chunk由所在的文件偏移、数据、数据长度及校验值组成。文件的上传和下载都是通过对Chunk的操作来实现的。由于Chunk比较小(默认256K),完成一个传输动作完成的时间也比较短,不容易出错。PFSClient需要在传输完毕最后一个Chunk的时候检查destination文件的MD5值是否和source文件一致。

    +

    一个典型的Chunk如下所示:

    +
    type Chunk struct {
    +    fileOffset int64
    +    checksum uint32
    +    len     uint32
    +    data    []byte
    +}
    +
    +
    +
    +
    +

    生成sparse文件

    +

    当destination文件不存在或者大小和source文件不一致时,可以用Fallocate生成sparse文件,然后就可以并发写入多个Chunk。

    +
    +
    +

    覆盖不一致的部分

    +

    文件传输的的关键在于需要PFSClient端对比source和destination的文件Chunks的checksum是否保持一致,不一致的由PFSClient下载或者传输Chunk完成。这样已经传输成功的部分就不用重新传输了。

    +
    +
    +
    +

    用户使用流程

    +

    参考link

    +
    +
    +

    框架生成

    +

    swagger生成PFSClient和PFSServer的框架部分,以便我们可以把更多的精力放到逻辑本身上。

    +
    + +
    + + +
    +
    +
    + + +
    + +
    +

    + © Copyright 2016, PaddlePaddle developers. + +

    +
    + Built with Sphinx using a theme provided by Read the Docs. + +
    + +
    +
    + +
    + +
    + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc/design/file_manager/pfs/pfsclient.html b/develop/doc/design/file_manager/pfs/pfsclient.html new file mode 100644 index 0000000000000000000000000000000000000000..8d7b3a49e1bf442fa8a8519697dea9f0cc4e2ae0 --- /dev/null +++ b/develop/doc/design/file_manager/pfs/pfsclient.html @@ -0,0 +1,375 @@ + + + + + + + + + + + PFSClient — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + +
    + + + + + + + + + + + +
    +
      + +
    • PFSClient
    • +
    +
    + +
    +
    +
    +
    + +
    +

    PFSClient

    +
    +

    Description

    +

    The pfs command is a Command Line Interface to manage your files on PaddlePaddle Cloud

    +
    +
    +

    Synopsis

    +
    paddle [options] pfs <subcommand> [parameters]
    +
    +
    +
    +
    +

    Options

    +
    --profile (string)
    +    Use a specific profile from your credential file.
    +
    +--help (string)
    +    Display more information about command
    +
    +--version
    +    Output version information and exit
    +
    +--debug
    +    Show detailed debugging log 
    +    
    +--only-show-errors (boolean) 
    +    Only errors and warnings are displayed. All other output is suppressed.
    +
    +
    +
    +
    +

    Path Arguments

    +

    When using a command, we need to specify path arguments. There are two path argument type: localpath and pfspath.

    +

    A pfspath begin with /pfs, eg: /pfs/$DATACENTER/home/$USER/folder.

    +

    Here is how to config datacenters.

    +
    +
    +

    order of Path Arguments

    +

    Commonly, if there are two path arguments, the first is the source, and the second is the destination.

    +
    +
    +

    Subcommonds

    +
      +
    • rm - remove files or directories
    • +
    +
    Synopsis:
    +    rm [-r] [-v] <PFSPath> ...
    +
    +Options:
    +    -r 
    +        Remove directories and their contents recursively 
    +    -v      
    +        Cause rm to be verbose, showing files after they are removed.
    +    
    +Examples:
    +    paddle pfs rm /pfs/$DATACENTER/home/$USER/file
    +    paddle pfs rm -r /pfs/$DATACENTER/home/$USER/folder
    +
    +
    +
      +
    • mv - move (rename) files
    • +
    +
    Synopsis:
    +    mv [-f | -n] [-v] <LocalPath> <PFSPath>
    +    mv [-f | -n] [-v] <LocalPath> ... <PFSPath>
    +    mv [-f | -n] [-v] <PFSPath> <LocalPath> 
    +    mv [-f | -n] [-v] <PFSPath> ... <LocalPath> 
    +    mv [-f | -n] [-v] <PFSPath> <PFSPath> 
    +    mv [-f | -n] [-v] <PFSPath> ... <PFSPath> 
    +    
    +Options:
    +    -f      
    +        Do not prompt for confirmation before overwriting the destination path.  (The -f option overrides previous -n options.)
    +    -n      
    +        Do not overwrite an existing file.  (The -n option overrides previous -f options.)
    +    -v      
    +        Cause mv to be verbose, showing files after they are moved.
    +        
    +Examples:
    +    paddle pfs mv ./text1.txt /pfs/$DATACENTER/home/$USER/text1.txt
    +
    +
    +
      +
    • cp - copy files or directories
    • +
    +
    Synopsis:
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <LocalPath> <PFSPath>
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <LocalPath> ... <PFSPath>
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> <LocalPath> 
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> ... <LocalPath>
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> <PFSPath> 
    +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> ... <PFSPath>
    +
    +Options:
    +    -r
    +        Copy directories recursively
    +    -f      
    +        Do not prompt for confirmation before overwriting the destination path.  (The -f option overrides previous -n options.)
    +    -n      
    +        Do not overwrite an existing file.  (The -n option overrides previous -f options.)
    +    -v      
    +        Cause cp to be verbose, showing files after they are copied.
    +    --preserve--links
    +       Reserve links when copy links
    +       
    +Examples:
    +    paddle pfs cp ./file /pfs/$DATACENTER/home/$USER/file
    +    paddle pfs cp /pfs/$DATACENTER/home/$USER/file ./file
    +
    +
    +
      +
    • ls- list files
    • +
    +
    Synopsis:
    +    ls [-r] <PFSPath> ...
    +    
    +Options:
    +    -R
    +        List directory(ies) recursively
    +
    +Examples:
    +    paddle pfs ls  /pfs/$DATACENTER/home/$USER/file
    +    paddle pfs ls  /pfs/$DATACENTER/home/$USER/folder
    +
    +
    +
      +
    • mkdir - mkdir directory(ies) +Create intermediate directory(ies) as required.
    • +
    +
    Synopsis:
    +    mkdir <PFSPath> ...
    +
    +Examples:
    +    paddle pfs mkdir  /pfs/$DATACENTER/home/$USER/folder
    +
    +
    +
    +
    + + +
    +
    +
    + + +
    + +
    +

    + © Copyright 2016, PaddlePaddle developers. + +

    +
    + Built with Sphinx using a theme provided by Read the Docs. + +
    + +
    +
    + +
    + +
    + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index c7169116778e6acdc72fa12341630a927c8b929d..9b6612f6c1bfa4ba3fb1a366d818658ebac29c55 100644 Binary files a/develop/doc/objects.inv and b/develop/doc/objects.inv differ diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index 62cced893c12bd4d3f3af3f7df49b50fe7f3af24..3c25bfa9cc4c4a7853c4ff2396bd3b58843c52c2 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/cluster_train/pserver_client","design/cluster_train/submit-job","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/cluster_train/pserver_client.md","design/cluster_train/submit-job.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":54,"00186201e":5,"00m":38,"02595v1":9,"03m":38,"0424m":38,"0473v3":10,"055ee37d":44,"05d":51,"0630u":38,"06u":38,"0810u":38,"08823112e":5,"0957m":38,"0ab":9,"0rc1":26,"0rc2":[26,29],"0th":59,"10007_10":58,"10014_7":58,"100gb":38,"100gi":44,"10g":22,"10m":38,"1150u":38,"11\u5b9e\u73b0\u4e86c":24,"11e6":45,"12194102e":5,"124n":38,"13m":45,"1490u":38,"15501715e":5,"1550u":38,"15mb":54,"1636k":59,"16mb":54,"16u":38,"173m":52,"173n":38,"1770u":38,"18ad":44,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":45,"197u":38,"1gb":38,"1st":[49,52,58,59],"202mb":59,"210u":38,"211839e770f7b538e2d8":10,"215n":38,"228u":38,"234m":52,"2520u":38,"252kb":54,"25639710e":5,"25k":54,"2680u":38,"27787406e":5,"279n":38,"27m":38,"285m":38,"2863m":38,"28m":38,"28x28":3,"2977m":38,"2cbf7385":44,"2nd":[9,58,59],"302n":38,"30u":38,"32777140e":5,"328n":38,"32u":38,"32x32":[13,51],"331n":38,"3320u":38,"36540484e":5,"365e":44,"36u":38,"3710m":38,"3768m":38,"387u":38,"38u":38,"3920u":38,"39u":38,"3rd":[56,58,59],"4035m":38,"4090u":38,"4096mb":41,"4279m":38,"43630644e":5,"43u":38,"448a5b355b84":45,"4560u":38,"4563m":38,"45u":38,"4650u":38,"4726m":38,"473m":45,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":41,"50bd":44,"50gi":44,"51111044e":5,"514u":38,"525n":38,"526u":38,"53018653e":5,"536u":38,"5460u":38,"5470u":38,"54u":38,"55g":59,"5690m":38,"573u":38,"578n":38,"5798m":38,"586u":38,"58s":45,"5969m":38,"6080u":38,"6082v4":9,"6140u":38,"6305m":38,"639u":38,"655u":38,"6780u":38,"6810u":38,"682u":38,"6970u":38,"6ce9":44,"6node":39,"6th":59,"704u":38,"70634608e":5,"7090u":38,"72296313e":5,"72u":38,"73u":38,"75u":38,"760u":38,"767u":38,"783n":38,"784u":38,"78m":38,"7eamaa":13,"7kb":45,"8250u":38,"8300u":38,"830n":38,"849m":38,"85625684e":5,"861u":38,"864k":59,"8661m":38,"892m":38,"901n":38,"90u":38,"918u":38,"9247m":38,"924n":38,"9261m":38,"93137714e":5,"9330m":38,"94u":38,"9530m":38,"96644767e":5,"983m":38,"988u":38,"997u":38,"99982715e":5,"99m":52,"99u":38,"9f18":45,"\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":26,"\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":24,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":23,"\u4e0d\u4f7f\u7528c":23,"\u4e0d\u4f7f\u7528swig":23,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":23,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":23,"\u4e0d\u5728":24,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":23,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":23,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":23,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":26,"\u4e0e\u53ef\u80fd\u6709\u7684":26,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":24,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":23,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":23,"\u4e2a\u6027\u5316\u63a8\u8350":26,"\u4e2d":[23,24],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":23,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":24,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":24,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":24,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":24,"\u4e5f\u4e0d\u751f\u6210":24,"\u4e66\u5199":23,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":23,"\u4ece":26,"\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":24,"\u4ed6\u662f\u5c06":24,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":23,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":23,"\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":23,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":23,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":24,"\u4f46\u4e0d\u66b4\u9732":24,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":26,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":26,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":24,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":23,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":23,"\u4f7f\u7528":[24,26],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":23,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":24,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":24,"\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":23,"\u4f7f\u7528c":24,"\u4f7f\u7528c99\u505a\u63a5\u53e3":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":23,"\u4f7f\u7528regress":26,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":23,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":23,"\u4f7f\u7528void":23,"\u4f8b\u5982":[19,23,24,26],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":23,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":23,"\u4f8b\u5982\u5bf9\u4e8epython":23,"\u4f8b\u5982c":23,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":23,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":23,"\u4f8b\u5982python\u7684":23,"\u4f9d\u6b21\u7c7b\u63a8":26,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":23,"\u4fee\u590d\u6240\u6709bug\u540e":26,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":26,"\u4fee\u590dubuntu":26,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":26,"\u505a\u63a5\u53e3":23,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":24,"\u5176\u4e2d":[23,26],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":24,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":26,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":24,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":24,"\u5177\u4f53\u8bf7\u53c2\u8003":24,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":23,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":23,"\u518d\u57fa\u4e8e":26,"\u5199\u4ee3\u7801":23,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":24,"\u51fd\u6570\u547d\u540d":23,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":26,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":26,"\u5206\u652f\u4e2d":26,"\u5206\u652f\u4e3a\u5f00\u53d1":26,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":26,"\u5206\u652f\u4e3a\u7a33\u5b9a":26,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":26,"\u5206\u652f\u5408\u5165":26,"\u5206\u652f\u5408\u5165master\u5206\u652f":26,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":26,"\u5206\u652f\u540d\u4e3a":26,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":26,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":26,"\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":24,"\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":26,"\u52a8\u6001\u5e93":23,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":24,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":26,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":24,"\u5373\u4f7f\u7528":24,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5373\u4f7fc":24,"\u5373\u4f8b\u5982":24,"\u5373\u4fbfpaddl":24,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":24,"\u5373\u66b4\u9732":24,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":23,"\u53c2\u6570":23,"\u53c2\u8003":23,"\u53d1\u5e03\u5230dockerhub":26,"\u53d1\u5e03\u5230github":26,"\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":24,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":23,"\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":23,"\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":26,"\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":26,"\u540c\u65f6\u63d0\u8d77":26,"\u540d\u5b57\u4fee\u9970":23,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":26,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":23,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,23,24,26],"\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":23,"\u56fe\u50cf\u5206\u7c7b":26,"\u5728":[24,26],"\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":24,"\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":24,"\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":24,"\u5728\u7528\u6237\u4f7f\u7528c":24,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":26,"\u5728\u8fd9\u4e2a":26,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":26,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":24,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":24,"\u5728c":23,"\u5728c\u7684\u5934\u6587\u4ef6":23,"\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":24,"\u5747\u662f\u5728":24,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":23,"\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":23,"\u5982\u679c\u5931\u8d25":26,"\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":26,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":24,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":23,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":23,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":23,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":24,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":23,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":23,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":23,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":23,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":23,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":24,"\u5bf9\u4e8e\u6bcf\u79cdc":24,"\u5bf9\u6bd4":23,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":24,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":26,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":24,"\u5c06":26,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":23,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":26,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":26,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":23,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":24,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":23,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":23,"\u5e76\u5220\u9664":26,"\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":24,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":23,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":26,"\u5efa\u8bae":26,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":24,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":26,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":26,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":26,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":26,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":24,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"\u5f97\u4f7f\u7528":23,"\u5fc5\u8981":24,"\u60c5\u611f\u5206\u6790":26,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":24,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\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":23,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[23,24],"\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":24,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":24,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":24,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":24,"\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":[23,24],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":24,"\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":23,"\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":23,"\u6587\u4ef6\u5185\u5bb9\u4e3a":23,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":26,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":26,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":23,"\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":23,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":24,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":23,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":24,"\u662f\u56e0\u4e3ac99\u652f\u6301":23,"\u662f\u6307":24,"\u662f\u7528\u6237\u4f7f\u7528c":24,"\u662fc":24,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":24,"\u6700\u540e\u5220\u9664":26,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":23,"\u6709\u6807\u51c6\u7684":23,"\u6709\u7684\u65f6\u5019":23,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":26,"\u672c\u6587\u6863\u63cf\u8ff0paddl":24,"\u673a\u5668\u7ffb\u8bd1":26,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":23,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":23,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":24,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":26,"\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":23,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":26,"\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":26,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":26,"\u7248\u672c\u53f7":26,"\u7248\u672c\u53f7rc":26,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":26,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":23,"\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":23,"\u751f\u6210\u6587\u6863":23,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":23,"\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":24,"\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":24,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u901a\u8fc7c":24,"\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":23,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u7684\u5934\u6587\u4ef6":23,"\u7684\u63a5\u53e3\u6837\u5f0f":23,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":23,"\u7684\u89c4\u8303":23,"\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":23,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":23,"\u76ee\u5f55\u4e0b":24,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":23,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":24,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":23,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":23,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":23,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":26,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":26,"\u7b2c\u4e8c\u4e2a\u4e3a":26,"\u7b49":24,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":24,"\u7b49\u6587\u4ef6":24,"\u7c7b\u4f3c":24,"\u7c7b\u540d\u548cc":23,"\u7c7b\u578b":23,"\u7ea2\u697c\u68a6":49,"\u7ed3\u8bba":23,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":23,"\u7f16\u8bd1\u578b\u8bed\u8a00":23,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":26,"\u7f16\u8bd1c":24,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1ubuntu\u7684deb\u5305":26,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":24,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":23,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":24,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":23,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":23,"\u800c\u5bf9\u4e8egolang":23,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":23,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":24,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":23,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":24,"\u826f\u597d\u7684\u6587\u6863":23,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":24,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":23,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":23,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":24,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":26,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":26,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":26,"\u8bbe\u7f6e":24,"\u8bc6\u522b\u6570\u5b57":26,"\u8bcd\u5411\u91cf":26,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":26,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":24,"\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":26,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":24,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":24,"\u8fd9\u4e09\u4e2a\u5206\u652f":26,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":24,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":24,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":24,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":23,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":23,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":24,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":24,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":24,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":24,"\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":23,"\u8fd9\u662f\u56e0\u4e3a":23,"\u8fd9\u6837":24,"\u8fd9\u6837\u4fdd\u8bc1":26,"\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":23,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":26,"\u901a\u5e38":24,"\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":24,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":26,"\u90a3\u4e48":24,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":23,"\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":23,"\u91cd\u547d\u540d\u6210":23,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":23,"\u9519\u8bef\u5904\u7406":23,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":23,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":23,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":24,"\u9700\u8981":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":24,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":26,"\u9700\u8981\u5f15\u7528":24,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":23,"\u9700\u8981\u6ce8\u610f\u7684\u662f":26,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":24,"\ufb01xed":59,"abstract":[36,41],"api\u4e2d\u4f7f\u7528":23,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":24,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":24,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":24,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":24,"api\u65f6":24,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":24,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":24,"api\u66b4\u9732\u7684\u7c7b\u578b":24,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":24,"api\u7684\u5b9e\u4f8b":24,"api\u7684\u5b9e\u73b0\u7ec6\u8282":24,"api\u7684\u63a5\u53e3":24,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":24,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":24,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":24,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":24,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":26,"boolean":[9,23],"break":54,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":26,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":26,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":23,"c\u6709\u6807\u51c6\u7684abi":23,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":23,"case":[9,24,25,27,34,35,36,38,42,44,50,54],"char":[21,56],"class":[5,6,7,8,9,10,11,12,13,15,16,23,40,51,58],"const":[21,36],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":24,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":24,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":24,"core\u6982\u5ff5":24,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":26,"deb\u5305\u7f16\u8bd1\u95ee\u9898":26,"default":[3,7,8,9,10,12,13,15,16,29,39,41,43,44,45,54,56,58,59],"enum":21,"export":[28,51],"final":[10,27,28,36,56,58],"float":[3,7,8,9,11,13,27,36,38,43,49,52,56],"function":[3,5,9,10,11,13,16,17,20,21,22,25,27,34,36,38,39,41,50,51,54,57,58,59],"golang\u53ef\u4ee5\u4f7f\u7528":23,"golang\u7684":23,"h\u5e76\u4e0d\u56f0\u96be":23,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,27,34,38,44,49,50,51,52,54,56,58,59],"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":[3,7,8,9,10,13,20,21,22,23,24,25,36,43,54,56,57],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":23,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":26,"long":[2,9,10,13,29,38,57,58],"model\u505a\u5206\u652f\u7ba1\u7406":26,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,21,25,35,37,44,45,50,54,57,58],"note\u7684\u4e66\u5199":26,"null":[9,36,41,56],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":23,"paddle\u4f7f\u7528git":26,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":23,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":23,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":26,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":26,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":26,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":26,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":23,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":24,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":23,"paddle\u7684c":24,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":24,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":23,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":24,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":23,"paddle_\u7c7b\u578b\u540d":24,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":24,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":26,"patch\u53f7\u52a0\u4e00":26,"public":[13,36,39,44,45,58],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":26,"return":[3,8,9,10,12,13,15,16,19,21,22,27,34,36,44,50,52,54,55,56,59],"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":[9,10,27,56,57,58],"static":[21,24,44],"super":36,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":23,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":23,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"swig\u76f4\u63a5\u8bfb\u53d6c":23,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":23,"switch":[24,44,58],"tag\u4e3a":26,"throw":44,"true":[3,7,8,9,10,12,13,15,16,25,27,34,36,41,43,44,52,56,57,58,59],"try":[11,17,20,21,25,38,50,56],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":24,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":26,"void":[21,23,24,36],"while":[2,3,7,13,25,29,34,41,50,54,58,59],AGE:[44,45],AND:56,ARE:56,AWS:[19,37,46,47],Age:55,And:[3,8,9,11,13,22,25,31,35,43,44,45,49,52,56,58,59],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,21,22,25,27,28,29,34,36,38,39,40,41,43,49,51,52,54,58,59],Going:58,Has:3,IDs:[13,54],Ids:54,Into:44,Its:[3,34,44,56],Not:[16,17,39],ONE:3,One:[8,10,15,34,36,41,50,54,58,59],QoS:45,THE:3,TLS:[16,44],That:[9,13,25,29,41,43],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,24,25,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],Their:[3,9,17],Then:[5,9,28,29,34,35,36,38,44,45,49,51,56,57,58],There:[8,9,13,15,16,17,21,22,27,29,31,38,44,50,51,52,53,54,56,59],These:[39,43,51,57],USE:56,USING:56,Use:[3,16,25,29,36,38,41,42,44,56],Used:10,Useful:3,Using:[17,45,58],VPS:44,WITH:35,Will:[13,15],With:[3,9,10,27,50,57],YES:22,Yes:29,___fc_layer_0__:44,__file__:22,__init__:36,__list_to_map__:56,__main__:52,__meta__:56,__name__:52,__rnn_step__:34,_error:50,_link:10,_proj:9,_res2_1_branch1_bn:52,_source_language_embed:[34,49],_target_language_embed:[34,49],aaaaa:19,aaaaaaaaaaaaa:44,abc:9,abl:[9,16,50,58],about:[5,9,10,22,27,38,40,41,44,48,57,58,59],abov:[3,5,9,16,17,20,27,29,38,44,45,50,52,54,57],abs:[10,50],absolut:[2,39],academ:55,acceler:[18,43],accept:[3,5,13,16,25,54,57],acceptor:57,access:[2,9,10,16,20,22,34,59],accessmod:44,accident:55,accomplish:29,accord:[2,3,8,9,21,34,35,39,40,41,43],accordingli:[5,36],accordingto:57,accrod:10,accumul:[17,21],accuraci:[8,36,54,55,58],achiev:[38,51],ack:41,acl:58,aclimdb:58,across:9,act:[9,10,27,34,54],act_typ:54,action:[44,55],activ:[0,5,9,10,14,27,28,36,41,54,58],activi:10,actual:[3,9,27],adadelta:54,adagrad:54,adam:[16,21,54,58,59],adamax:54,adamoptim:[49,54,58,59],adapt:[8,11,27,58,59],add:[3,9,10,13,27,28,35,36,38,43,54,56],add_input:36,add_test:36,add_to:9,add_unittest_without_exec:36,addbia:36,added:[3,8,36],adding:52,addit:[9,10,29,54],address:[17,29,38,41],addrow:36,addtion:39,addtolay:9,adject:58,adjust:27,admin:55,adopt:57,advanc:[34,38,41],advantag:58,adventur:55,adverb:58,adversari:25,advic:38,affect:9,afford:20,afi:3,aforement:39,after:[9,13,20,21,28,31,34,36,39,41,43,44,45,50,51,52,54,56,57,58,59],again:[16,17,38],against:44,age:[13,56],agg_level:9,aggreg:44,aggregatelevel:9,aid:38,aim:[58,59],aircraft:59,airplan:51,aistat:9,alex:[9,58],alexnet_pass1:43,alexnet_pass2:43,algorithm:[9,11,20,27,34,49,51,58,59],alia:[6,7],align:[9,10,13,59],all:[0,3,7,8,9,11,16,17,21,22,24,27,29,34,35,36,38,39,40,41,43,44,45,49,50,52,54,55,56,57,58,59],alloc:[7,22,36,43],allow:[16,21,29,35,36,38,41,44,54],allow_only_one_model_on_one_gpu:[40,41,43],almost:[10,27,39,49],along:58,alreadi:[17,29,38,39,41,44,45,58],alreali:[40,59],also:[2,3,9,10,13,16,25,28,29,34,36,38,39,45,50,51,52,54,57,58],although:27,alwai:[5,9,10,15,25,27,41,44,59],amaz:51,amazon:[44,45,54,58],amazonaw:44,amazonec2fullaccess:44,amazonelasticfilesystemfullaccess:44,amazonroute53domainsfullaccess:44,amazonroute53fullaccess:44,amazons3fullaccess:44,amazonvpcfullaccess:44,ambigu:[25,57],amd64:44,amend:35,american:51,among:[44,58],amount:[38,58],analysi:[27,38,53,57],analyz:[54,58],andd:44,ani:[2,3,9,10,13,16,17,21,22,25,34,35,38,44,54,56,59],anim:55,annot:57,annual:57,anoth:[3,9,16,22,29,41,44,57,58],ans:44,answer:[27,44,57],anyth:[13,25,35,44,57],api:[13,15,16,21,22,26,28,36,38,44,48,50,54,56,58],api_trainer_config_helpers_data_sourc:56,api_trainer_config_helpers_lay:34,api_trainer_config_helpers_layers_context_project:56,api_trainer_config_helpers_layers_cos_sim:56,api_trainer_config_helpers_layers_data_lay:56,api_trainer_config_helpers_layers_embedding_lay:56,api_trainer_config_helpers_layers_fc_lay:56,api_trainer_config_helpers_layers_pooling_lay:56,apiserv:44,apivers:[44,45],apo:59,appar:59,appear:57,append:[3,15,25,34,36,39,56],append_gradient_machin:15,appleclang:28,appleyard:38,appli:[0,9,10,34,36,51,54],applic:[29,38,44,45,58],appreci:[35,58],approach:9,apt:[28,31,51],arbitrari:9,architectur:[49,57,58,59],architecur:58,archiv:[13,23,24],arg:[3,8,9,10,13,27,40,50,51,52,54,56,57,58],arg_nam:9,argu:57,argument:[3,5,9,13,20,34,36,41,42,49,50,51,52,56,57,58,59],argv:52,arn:44,around:[3,9,44],arrai:[5,9,13,15,21,25,27,52],art:[27,57],articl:[39,45],artifact:44,artifici:50,artist:55,arxiv:[9,10,50,58],ask:17,aspect:58,assign:[9,20,41,44],associ:[57,58,59],assum:[9,34,43,49],assur:2,astyp:[25,50],asyc:17,async:[17,40],async_count:41,async_lagged_grad_discard_ratio:41,async_lagged_ratio_default:[40,41],async_lagged_ratio_min:[40,41],asynchron:[17,41],atla:28,atlas_root:28,attenion:10,attent:[9,10,29,59],attitud:58,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,36,49,57],auc:40,auc_evalu:8,aucvalidationlay:41,authent:44,author:[44,52],authorized_kei:39,autmot:35,auto:[23,36,38,53,56],autom:[44,59],automak:28,automat:[9,16,21,28,34,36,39,40,41,44,56,57,59],automaticli:9,automobil:51,avail:[17,21,28,44],availabel:28,averag:[8,9,12,20,41,52,54,56,57,58,59],average_test_period:[40,41,57],average_window:58,averagepool:9,avg:[38,54],avgcost:[54,56,58,59],avgpool:[9,54],avoid:[17,38],avx:[28,29,31],await:45,awar:[16,17,29,44],aws_account_id:44,awsaccountid:44,awskeymanagementservicepowerus:44,b2t:49,b363:45,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:45,ba5f:44,back:[3,17,29],backward:[6,9,10,21,34,36,41,43],backward_first:34,backwardactiv:36,bag:[54,58],baidu:[0,9,27,31,35,45,49],baik:49,balanc:[41,44,50],balasubramanyan:58,bank:57,bardward:10,bare:45,barrier:41,barrierstatset:38,base:[9,10,12,13,16,20,27,31,34,35,36,38,39,41,44,49,50,54,56,58,59],baseactiv:9,baseev:15,basematrix:36,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,56],bash:[29,44,45],bashrc:28,basic:[3,9,15,29,35,36,54,55,58],batch:[3,9,10,11,13,15,16,17,19,36,39,41,44,45,50,51,52,54,56,57,58,59],batch_0:52,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,25],batch_siz:[3,13,27,39,49,50,51,54,56,58,59],batchsiz:[9,36],bbbbb:19,bcd:9,bcebo:13,beam:[9,34,41,57,59],beam_gen:[9,34],beam_search:[15,34],beam_siz:[9,34,40,41,43],beamsiz:59,becaus:[5,9,13,16,17,21,25,34,35,36,43,44,51,54,57],becom:[35,38],been:[3,20,28,35,51,54,57,58,59],befor:[5,9,10,17,25,29,35,39,44,51,56,58,59],begin:[5,8,9,21,36],beginiter:[15,16],beginn:34,beginpass:[15,16],begintrain:16,behavior:38,being:[17,25,50],belong:[9,59],below:[3,9,13,17,21,25,34,36,38,39,44,50,51,54,56],benefit:[10,22],bengio:9,bertolami:58,besid:[2,9,13,59],best:[9,28,29,41,54,56,58,59],best_model_path:57,besteffort:45,beta1:11,beta2:11,beta:52,better:[9,10,27,39,44,50,56],between:[9,11,17,21,24,27,35,44,50,54,55,58,59],bgr:52,bi_gru:10,bi_lstm:10,bia:[9,10,11,34,36,52],bias:[9,36],bias_attr:[9,10,27,34],bias_param_attr:10,biases_:36,biasparameter_:36,biassiz:36,bidi:45,bidirect:[10,34,57,59],bidirectional_lstm_net:58,big:38,bigger:17,biggest:58,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:38,bin:[28,29,39,44,45,56],binari:[3,8,9,13,22,38,44,49,54,58],bird:51,bison:28,bit:54,bitext:59,bla:28,blank:[9,44],block:[9,18,20,21,27,36,38,41,52,58],block_i:9,block_x:9,blog:58,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:58,book:13,bool:[3,7,8,9,10,12,13,36,41,43,54,56,58],boot:[9,34],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,34],boot_with_const_id:9,bootstrap:28,bos_id:[9,34],both:[0,6,7,9,10,16,17,29,34,36,38,44,50,52,54],bottleneck:[38,52],bottom:58,bow:[54,58],box:38,branch:[9,16,26,35],breadth:[41,59],brendan:58,brew:28,brief:21,briefli:38,broadcast:17,brows:29,browser:[29,44],bryan:58,bucket_nam:44,buf_siz:13,buffer:[3,13,21,25,41],buffered_read:25,bug:44,bui:58,build:[0,13,22,27,29,32,41,44,46,47,49,51,52,54,56,58,59],build_dict:13,built:[0,28,29,50,57],bunch:[38,54],bunk:58,button:[35,44],c11:23,c99:24,c99e:44,cach:[54,56,57],cache_pass_in_mem:[3,54,56,57],cachetyp:[3,54,56,57],calc_batch_s:[3,57],calcul:[3,8,9,10,11,17,21,34,36,38,41,43,50,56],call:[3,9,10,16,20,21,22,27,29,34,36,38,41,44,51,52,54,58,59],callabl:[3,9,13],callback:36,caller:44,caltech:51,can:[2,3,5,7,8,9,10,13,16,17,20,22,25,27,28,29,31,34,35,36,38,39,40,41,43,44,45,49,50,51,52,54,56,57,58,59],can_over_batch_s:[3,57],candid:9,cannot:36,caoi:59,capabl:[28,58],capac:44,capi:23,capi_prvi:24,caption:[27,59],captur:[27,39],card:39,care:[10,22,25,40,41,55],carefulli:[39,41,52],cat:[29,51,52,58],categor:57,categori:[9,13,17,54,58],categorig:13,categoryfil:45,caus:17,caution:[44,45],ccb2_pc30:59,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,58],center:3,ceph:[19,45],cephf:[19,22],certain:[2,40,57],certif:[16,44],cffi:23,cfg:45,cgo:23,chain:[13,36],challeng:17,chanc:[16,36,54],chang:[9,13,20,22,25,27,29,34,35,36,38,41,44,54,58],channel:[9,38,39,52],channl:[39,52],char_bas:56,charact:[54,56],character:27,characterist:[43,51],check:[3,13,27,28,29,35,41,43,44,55],check_align:13,check_eq:36,check_fail_continu:3,check_l:36,check_sparse_distribution_batch:[40,41],check_sparse_distribution_in_pserv:[40,41],check_sparse_distribution_ratio:[40,41],check_sparse_distribution_unbalance_degre:[40,41],checkgrad:41,checkgrad_ep:41,checkout:35,children:55,china:29,chines:53,chmod:[28,44],choic:[29,55],choos:[41,54,56],chosen:[2,55,59],chunk:[20,50,57],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[50,51],cifar_vgg_model:51,claim:44,claimnam:44,clang:[23,28,29,35],class1:58,class2:58,class_dim:58,classfic:[52,58],classfiic:51,classic:[9,27],classif:[3,5,9,43,52,53,54,58,59],classifc:58,classifi:[50,51,52,54,58],classification_cost:[51,54],classification_error_evalu:[8,50,54,58,59],classification_error_printer_evalu:8,claster:44,clean:[5,56],cleric:55,cli:44,click:[35,38,44],client:35,clip:[7,41,54,58],clock:9,clone:[28,29],close:[3,25],closer:27,cloud:[17,22],cls:54,cludform:44,cluster:[16,17,21,40,41,45,54,59],cluster_train:39,cm469:44,cmake3:28,cmake:[24,28,36,38],cmakelist:36,cmatrix:[23,24],cmd:45,cna:9,cname:44,cnn:[9,45,52,54],code:[0,3,5,13,16,25,27,28,29,30,34,36,37,38,39,44,45,50,54,55],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,27,55],collectbia:36,colleg:55,color:[51,52],colour:13,column:[8,9,25,36,49,59],column_sum_evalu:8,colunm:59,com:[9,10,13,28,29,31,35,44,45,52],combin:[9,10,13,15,50,56,58],come:58,comedi:55,comma:[41,49],command:[2,5,22,27,28,29,31,35,36,37,38,39,44,45,46,47,49,50,51,52,56,57,58],commandlin:[38,58],commenc:54,comment:[10,35,54,58],commnun:39,common:[19,34,36,40],common_util:[39,56],commonli:[34,38,43],commun:[0,17,21,36,39,44],compani:58,compar:[36,50,54],compat:3,compet:58,competit:50,compil:[28,29,35,36],complet:[0,5,9,10,13,15,17,20,21,36,44,45,54],complex:[2,3,10,25,34,38,54],complic:9,compon:36,compos:[13,16,50,57],composenotalign:13,compress:20,comput:[9,10,16,17,27,28,29,34,36,38,43,44,54,56,57,58],computation:34,conat:9,concat:59,concat_lay:34,concaten:10,concept:[3,16,29,34],concern:16,concurr:17,concurrentremoteparameterupdat:41,condit:[9,20,34,39,45,59],conduct:38,conf:[5,9,39,49,50,52,59],conf_paddle_gradient_num:44,conf_paddle_n:44,conf_paddle_port:44,conf_paddle_ports_num:44,conf_paddle_ports_num_spars:44,confid:58,config:[3,7,9,10,19,27,36,39,40,41,44,45,49,50,51,52,54,58,59],config_:41,config_arg:[40,41,43,52,54,57,58],config_bas:[8,9,10,15],config_fil:57,config_gener:[39,56],config_lay:36,config_pars:[5,36],config_proto:21,configur:[1,2,3,5,9,21,22,27,35,36,38,41,49,51,52,58,59],conflict:35,confront:59,congest:41,conll05st:57,conll:[13,57],connect:[2,10,22,27,36,44,45,50,51,52,54,56,58],connectionist:[9,58],connor:58,consequ:[9,10],consid:[8,9,11,28,29,38,43,51],consider:[3,10],consist:[9,13,20,25,51,52,54,57,59],consol:[38,44],constant:36,construct:[3,5,16,34,56],construct_featur:56,constructor:36,consum:[17,58],contact:17,contain:[3,8,9,10,12,13,15,16,20,30,31,34,35,39,44,51,52,54,55,58,59],containerport:44,contemporan:58,content:[21,45,57,58],content_len:21,context:[9,10,13,34,49,54,56,57,58,59],context_attr:10,context_len:[9,10,54,56],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,56],context_start:[9,10,54],contibut:35,contin:44,continu:[3,17,31,41],contrast:[9,59],contribut:[0,30,37,58],contributor:0,control:[7,29,41,44,45,59],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:[16,39],convent:21,converg:[39,50,58],convert:[3,5,13,19,25,34,49,51,52,54,56],convlay:9,convolut:[9,10,50,52,56],convoper:9,convtran:9,convtranslay:9,cool:[3,35],coordin:17,copi:[15,16,20,29,44,50,56],copy_shared_paramet:50,copytonumpymat:50,core:[3,7,24,41,59],coreo:44,corespond:57,corpora:59,corpu:[13,57],correct:[3,8,9,36,44],correctli:[8,13,36,50],correl:[27,51,58],correspoind:16,correspond:[3,5,16,27,34,36,51,55,57,58,59],corss_entropi:16,cos:9,cos_sim:56,cosin:[9,56],cost:[5,11,15,16,27,41,50,54,56,58,59],cost_id:9,could:[3,5,9,13,15,16,20,25,29,38,39,44,54,56],count:[17,22,25,38,41,43,45,49,56,57,58,59],counter:[17,20],coupl:27,cours:22,coverag:28,coveral:28,coveralls_uploadpackag:28,cpickl:[52,56],cpp:[23,24,35,36,38,54,56,59],cpu:[2,3,7,9,22,26,28,31,38,41,45,50,57,58,59],cpuinfo:29,cpusparsematrix:24,craftsman:55,crash:[17,38,39,41],crazi:39,creat:[5,7,9,13,15,16,17,27,28,29,36,39,41,49,50,51,59],create_bias_paramet:36,create_input_paramet:36,createargu:50,createfromconfigproto:[5,50],createstack:44,creation:44,creationd:44,creator:[13,19],credit:50,crf:57,crime:55,critic:58,crop:52,crop_siz:52,cross:[9,54,57],cross_entropi:[9,16,50],cross_entropy_with_selfnorm:9,csc:36,cslm:59,csr:36,csv:55,ctc:8,ctc_error_evalu:8,ctest:29,ctrl:[39,56],ctx:57,ctx_0:57,ctx_0_slot:57,ctx_n1:57,ctx_n1_slot:57,ctx_n2:57,ctx_n2_slot:57,ctx_p1:57,ctx_p1_slot:57,ctx_p2:57,ctx_p2_slot:57,cub:51,cuda:[28,29,31,38,39,41],cuda_dir:[40,41],cudaconfigurecal:38,cudadevicegetattribut:38,cudaeventcr:38,cudaeventcreatewithflag:38,cudafre:38,cudagetdevic:38,cudagetdevicecount:38,cudagetdeviceproperti:38,cudagetlasterror:38,cudahostalloc:38,cudalaunch:38,cudamalloc:38,cudamemcpi:38,cudaprofilerstart:38,cudaprofilerstop:38,cudaruntimegetvers:38,cudasetdevic:38,cudasetupargu:38,cudastreamcr:38,cudastreamcreatewithflag:38,cudastreamsynchron:38,cudeviceget:38,cudevicegetattribut:38,cudevicegetcount:38,cudevicegetnam:38,cudevicetotalmem:38,cudnn:[9,12,28,31,41],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[40,41],cudnn_convt:9,cudnn_dir:[40,41],cudrivergetvers:38,cuinit:38,cumul:9,curl:[28,44],current:[3,9,17,27,29,34,35,36,39,41,44,54,58,59],current_word:34,currentcost:[54,56,58,59],currentev:[54,56,58,59],curv:[16,51,57],custom:[2,3,16,22,36,44,55,58],custom_batch_read:25,cutoff:13,cycl:17,cyclic:9,cython:23,d3e0:44,dai:59,daili:58,dalla:3,dan:57,danger:3,darwin:44,dat:[13,19,39,56],data:[1,2,3,5,8,10,11,15,16,19,20,28,29,36,38,39,40,41,43,46,52,55],data_batch_gen:50,data_dir:[49,51,58,59],data_feed:13,data_fil:27,data_initialz:54,data_lay:[3,27,34,50,51,54,56,57],data_nam:13,data_read:[13,25],data_reader_creator_random_imag:25,data_sourc:50,data_typ:[9,13],databas:[13,58],datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,27,34,39,56,57],dataprovider_bow:54,dataprovider_emb:54,dataproviderconvert:5,datasci:9,dataset:[1,3,19,22,25,27,41,49,51,52,54,57,58],date:57,db_lstm:57,dcgan:50,dcmake_install_prefix:28,dead:17,deal:[35,50],deb:[30,31],debian:[29,30],debug:3,decai:[11,51],decent:20,decid:[16,25],declar:[9,56],decod:[9,10,34,57,59],decoder_boot:34,decoder_group_nam:34,decoder_input:34,decoder_mem:34,decoder_prev:10,decoder_s:34,decoder_st:[10,34],deconv:9,deconvolut:9,decor:[3,13,36],decreas:27,decrypt:44,deep:[0,9,27,29,32,38,50,51,52,54,57],deeper:[27,29,52],deer:51,def:[3,9,13,16,19,22,25,27,34,36,50,52,54,56,57],defalut:[9,41,43],default_devic:43,default_valu:43,defferenct:3,defin:[2,3,9,10,13,16,17,25,27,34,36,39,41,49,50,51,56,57],define_py_data_sources2:[3,27,51,52,54,56],defini:59,definit:[3,13,17,20,27,29,49,54,58],degre:9,del:56,delai:41,delar:54,delet:[17,22],deletestack:44,delimit:[8,55,56],demand:17,demo:[9,13,34,39,45,46,49,50,51,52,53,54,55,56,57,58,59],demograph:55,demolish:45,demonstr:[27,34,50,56],denot:[43,54,55,57],dens:[3,9,13,21,36,44,54,56],dense_vector:[3,5,9,13,27,56],dense_vector_sequ:13,depend:[17,22,27,29,31,39,43,51,55],deploi:[39,43],deploy:[39,44],deriv:[6,16],descent:[9,17],describ:[16,20,27,36,44,45,50,54,57],describestack:44,describestackev:44,describestackresourc:44,descript:[5,28,34,42,44,51,56],deseri:15,design:[3,9,13,23,58],desir:[17,44,45,49],destin:21,destructor:36,detail:[3,5,7,9,10,11,20,22,34,35,36,38,39,42,43,44,45,49,50,52,54,56,58,59],detect:8,determin:[3,9,13,36,50],dev:[28,29,51,56,59],devel:28,develop:[0,26,28,35,40,41,59],deverlop:41,deviat:7,devic:[7,41,59],deviceid:43,devid:[9,41],dez:58,diagnos:39,diagram:52,dict:[3,13,15,54,56,58,59],dict_dim:58,dict_fil:[8,34,54,57],dict_siz:13,dictionai:54,dictionari:[3,8,9,13,15,16,34,43,52,54,56,57,58,59],dictsiz:59,did:3,differ:[3,8,9,17,21,27,29,34,35,36,39,41,44,45,49,51,52,54,58,59],difficult:27,dig:[29,38,44],digit:[3,9],dim:[13,36,49,52,54,58],dimens:[6,9,12,13,36,43,49,54,56,58],dimension:[3,27,34,36,50,54],dimenst:49,dimes:9,din:56,dir:[39,52,54,56,57,58,59],dirctori:29,direct:[9,10,29,52,57],directli:[2,3,10,22,27,29,39,45,58],directori:[2,19,28,29,35,38,39,41,45,51,52,54,56,57,58,59],diretcoti:52,dis_conf:50,dis_train:50,dis_training_machin:50,disabl:3,discard:[13,17,20,41],discount:9,discov:[17,57],discoveri:44,discrep:38,discrimin:50,discriminator_train:50,discuss:[16,20,21],disk:45,dispatch:[39,41],displai:22,disput:59,dist_train:[16,22],distanc:8,distibut:49,distinguish:[39,50,59],distribut:[9,20,21,28,37,45,46,47,50,54,57],distribute_test:[40,41],distributedli:36,disucss:16,divid:[11,40,51,59],diy_beam_search_prob_so:[40,41],dmkl_root:28,dns:44,do_forward_backward:25,doc:[5,10,13,28,29,39],docker:[26,30,44,46,47],docker_build:16,docker_push:16,dockerfil:29,dockerhub:29,doctor:55,document:[3,5,10,28,35,43,51,54,56,57,58],documentari:[3,55],doe:[3,5,10,17,20,21,22,25,27,31,34,36,38,54,56,57],doesn:[7,9,13,16,25,35,38,45,59],dog:[51,52],doing:38,domain:44,don:[10,16,25,27,44,58],done:[9,10,17,20,21,34,38,44,50,58],dopenblas_root:28,dot:[41,52,59],dot_period:[41,43,50,51,56,58,59],dotmuloper:9,dotmulproject:9,doubl:[3,28,41],down:[38,54],download:[13,17,29,31,50,51,54,57,58],download_cifar:51,downsampl:51,doxygen:[28,35],dpkg:31,drama:55,drop:3,drop_rat:7,dropout:[7,9,36,54],dropout_r:10,drwxr:45,dst:21,dtoh:38,dtype:[5,27,52],dubai:59,due:[20,55,56],dummi:20,duplic:55,durat:[20,38],dure:[2,3,9,17,20,22,27,35,36,40,41,44,54,56,57,59],durn:3,dwith_c_api:24,dwith_doc:28,dwith_profil:38,dwith_python:24,dwith_swig_pi:24,dwith_tim:38,dynam:[2,3,21,24,25,28,38,41],dynamic_cast:36,each:[2,3,5,8,9,12,13,15,17,20,21,22,25,27,29,34,35,36,39,41,43,44,49,51,52,54,55,56,57,58,59],each_feature_vector:6,each_meta:56,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,25,52],easi:[0,25,29,36,39,54],easier:[16,25,36],easili:[16,25,27],echo:[29,56,58],edit:[8,29,44],editor:[29,35],edu:[13,44,45,51],educ:55,eeoi3ezpr86c:44,effect:[3,41,44],effici:[0,2,3,34,36],efg:9,efs:44,efs_dns_nam:44,efsvol:44,eight:57,either:[9,13,15,16,38,54,56],elb:44,elbapis:44,elec:54,electron:[45,54],elem_dim:9,element:[3,5,8,9,10,13,15,20,25,54,58,59],element_typ:21,elif:[16,56],elimin:57,els:[9,16,22,29,36,52,54,56],emac:[29,35],emb:[45,54],embed:[16,34,53,56,58],embedd:57,embedding_lay:[34,54,56],embedding_nam:[9,34],embedding_s:[9,34],emphas:38,empir:9,emplace_back:36,emploi:[34,55],empti:[8,13,17,27],emul:59,enabl:[3,7,20,38,39,41,44],enable_grad_shar:[40,41],enable_parallel_vector:41,enc_proj:[10,34],enc_seq:10,enc_vec:34,encapsul:21,encod:[10,20,34,59],encoded_proj:[10,34],encoded_sequ:[10,34],encoded_vector:34,encoder_last:9,encoder_proj:34,encoder_s:34,encrypt:44,encrypt_decrypt:44,end:[3,8,9,25,27,34,41,49,57,58,59],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,44],endtrain:16,engin:[0,22,38,55],english:[3,9,59],enjoi:29,enough:27,ensembl:10,ensur:[3,17,36],enter:[29,55],entir:[9,10,21,58],entri:[13,20,22,36,44,55],entropi:[9,54,57],entry_point:22,enumer:[6,54,56],enumerate_data_types_of_data_lay:13,env:[35,44],environ:[16,28,29,31,38,39,40,41,44,45,50,51,56],eol:35,eos_id:[9,34],epel:28,epoch:55,epsilon:11,equal:[9,10,17,41],equat:[9,10,11,29],equilibrium:50,equip:[28,34],equival:[9,16],error:[7,8,9,11,16,20,27,31,36,39,41,44,51,52,54,55,56,58,59],error_clipping_threshold:7,especi:[3,10,57],essenc:16,essenti:[9,16,28,57,59],estat:27,estim:[9,16],eta:45,etc:[13,25,29,39,40,43,44,58,59],etcd:[17,20],eth0:[39,44],ethternet:39,eval:[8,54,56,58,59],eval_bleu:59,evalu:[2,9,14,15,38,39,54,58,59],evaluate_pass:58,evalut:[27,59],even:[16,25,38,41,58],evenli:[21,44],event:45,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,21,34,35,36,41,54,57,58,59],everyth:[27,35],exactli:[3,8,9,10,29,44,57],exampl:[2,3,9,10,11,13,15,22,25,27,28,29,34,36,38,39,40,41,43,44,45,51,52,53,54,58,59],exceed:9,except:[3,13,43,49,56,58],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[29,41],execut:[17,20,22,36,38,44,55,57,58],exist:[16,17,25,36,41,44,55,58],exit:[21,41,45],expand:[36,57,58,59],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,38,58],expens:59,experi:43,expir:17,explain:[3,8,17,39,50,58],explan:[9,22,54,59],explanatori:[27,29],explicit:36,explicitli:[3,16],exploit:51,explor:9,exponenti:6,expos:[29,44],express:[16,44,58],extend:[0,56],extens:[55,56,59],extent:24,extern:[3,23,24],extra:[7,9,10,27],extra_input:9,extra_lay:15,extraattr:[7,43],extraattribut:[9,10],extraattributenon:9,extract:[9,44,51,57,58],extract_fea_c:52,extract_fea_pi:52,extract_para:49,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,38],extremli:2,f120da72:45,f7e3:44,fa0wx:45,fabric:39,facotr:9,fact:52,factor:[7,9,11],factori:23,fail:[3,17,20,41,43,45,51],failur:[17,21],fake:50,fake_imag:25,fals:[3,7,8,9,10,11,13,25,27,34,36,41,43,45,49,54,56,57,58,59],false_label:25,false_read:25,famili:59,familiar:[3,27],fanscin:3,fantasi:55,fantast:54,far:0,farmer:55,fascinatingli:2,fast:[9,20,35,38],faster:[9,10,17,34,38,58],fault:20,favorit:35,favourit:29,fbd1f2bb71f4:45,fc1:[36,43],fc2:43,fc3:43,fc4:43,fc8a365:44,fc8a:44,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,27,36,43,54,56],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:36,fdata:57,fea:52,fea_output:52,feat:58,featur:[3,6,9,13,35,41,51,54,58,59],feature_map:56,feed:[10,13,15,16,27,58],feedback:0,feeder:13,feedforward:51,femal:55,fernan:58,festiv:3,fetch:[13,17,34,36],few:[3,17,25,29],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,38,44],figur:[16,34,36,38,49,50,51,52,57,58,59],file1:59,file2:59,file:[2,3,5,8,9,13,15,16,17,19,20,21,22,24,25,27,28,29,34,35,36,39,41,49,51,52,57,58,59],file_list:3,file_nam:[3,27,52,54,57],filenam:[3,19,56],filer:9,filesystem:[22,29,44],fill:[9,17,20,44,54],film:55,filter:[9,52],filter_s:[9,10],filter_size_i:9,finali:39,find:[9,11,17,29,38,51,58,59],fine:[7,20,56],fingerprint:44,finish:[3,17,20,22,29,39,44,45,51],finit:36,first:[3,9,13,16,17,20,22,27,29,31,34,35,36,38,41,43,44,49,50,51,52,54,56,57,58,59],first_seq:34,firstn:13,firstseen:45,fit:[2,13,35],five:[38,54],fix:[3,7,23,59],flag:[13,41,50,51,57],flexiabl:25,flexibl:[0,2,9,10,16,21,34],flight:59,float32:[5,13,25,27,50,52],floor:9,flow:[26,35],fly:[27,54],fnt03:44,focu:[3,38],folder:[19,22,28,44,51,58,59],follow:[2,3,8,9,10,11,13,16,17,20,22,25,28,29,31,34,35,36,38,39,43,44,45,46,47,49,50,51,52,54,55,56,57,58,59],fool:50,forbid:16,force_load:23,forecast:58,forget:[11,16,58],form:[2,3,10,11,38,57],format:[2,3,8,20,21,27,35,36,41,44,49,51,55,56,58],former:[16,59],formula:[9,10],formular:9,forward:[6,10,21,34,35,36,43,50,57,58],forwardactiv:36,forwardtest:5,found:[3,5,9,28,34,50,51,54,58],four:[3,31,49,52,54,56,57,58],frame:8,framework:[16,36,52,54,58],free:[13,59],french:59,frequenc:[13,38,49,54,58],frequent:[20,25,39,59],frog:51,from:[0,3,5,9,10,13,15,17,19,20,21,25,27,29,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],from_timestep:9,fromfil:[25,27,52],fulfil:38,full:[9,17,29,34,36],full_matrix_project:[10,34],fulli:[27,35,36,38,50,51,52,54,56,58],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:49,fullyconnectedlay:36,func:[13,20],fundament:27,further:9,fusion:56,gain:9,game:50,gamma:52,gan:16,gan_train:50,gap:41,gate:[9,10,58],gate_act:[9,10],gate_recurr:9,gather:[9,36,56],gauss:7,gaussian:50,gcc:[23,28,29],gdebi:31,gen:[9,59],gen_conf:[50,59],gen_data:59,gen_result:59,gen_train:50,gen_training_machin:50,gen_trans_fil:34,gender:[13,55,56],gener:[2,3,5,8,9,10,13,15,16,17,19,20,21,25,27,28,29,38,39,41,43,44,49,52,53,54,56,58],generated_word_embed:9,generatedinput:[9,34],generator_conf:50,generator_machin:50,generator_train:50,genert:3,genr:[55,56],gereat:8,get:[3,9,10,13,15,20,21,22,27,28,31,34,36,38,39,44,48,51,52,54,56,57,58],get_batch_s:57,get_best_pass:58,get_config_arg:[43,54,56,58],get_data:[45,54,57],get_dict:13,get_embed:13,get_imdb:58,get_input_lay:36,get_mnist_data:50,get_model:52,get_movie_title_dict:13,get_nois:50,get_output_attr:10,get_shap:15,get_training_loss:50,get_word_dict:13,getbatchs:36,getenv:[16,22],getinput:36,getinputgrad:36,getinputvalu:36,getoutputgrad:36,getoutputvalu:36,getparameterptr:36,getsiz:36,getslotvalu:50,gettask:20,gettempl:44,gettranspos:36,getw:36,getweight:36,getwgrad:36,gfortran:28,gildea:57,gist:10,git:[26,28,29,35],github:[9,10,28,29,31,52],give:[3,17,27,29,36,38,44,54],given:[3,13,15,21,25,36,41,50,54,57,58,59],global:[3,7,16,17,38,41,44,56,58],global_learning_r:7,globalstat:38,globalstatinfo:38,globe:3,goal:[38,57],gob:20,godoc:23,goe:[9,10,17,27],going:[54,58],good:[9,25,38,58,59],goodfellow13:9,googl:16,googleapi:44,gpg2:44,gpg:44,gpu:[2,3,7,9,12,22,26,28,31,37,39,50,51,52,56,57,58,59],gpu_id:[41,43,50],gpugpu_id:40,grab:[17,58],grad:[21,41,55],grad_share_block_num:[40,41],gradient:[7,8,9,11,15,17,20,41,54,58],gradient_clipping_threshold:[7,54,58],gradient_machin:[15,24],gradient_printer_evalu:8,gradientmachin:[5,15,24,50,56,59],gradual:[27,38],grai:51,gram:[49,58],grant:44,graph:[9,15,17,49],graphviz:52,grave:58,grayscal:3,greater:9,grep:[29,58],groudtruth:34,ground:[8,9,54,59],group:[10,20,58],group_id:56,group_input:34,grouplen:[13,55],gru:[9,34,54,59],gru_attr:10,gru_bias_attr:10,gru_decod:34,gru_decoder_with_attent:34,gru_encoder_decod:[49,59],gru_memori:10,gru_siz:54,gru_step:[10,34],gru_step_lay:34,grumemori:[10,34],gserver:[9,36],gsizex:38,guarante:36,guess:[27,58],gui:38,guid:[30,34,35,36,38,44,45,49,51,58,59],guidenc:27,gur_group:10,gzip:[20,45],hack:[30,39],hadoop:16,half:44,hand:[55,56,58],handl:[16,22,25,39,56,58],handler:15,handwrit:[3,58],happen:20,hard:[44,54],hardwar:[29,38],has:[3,5,9,10,11,13,16,17,20,21,29,34,36,38,44,45,49,51,54,55,56,57,58,59],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,21,22,25,27,28,29,34,35,36,38,39,41,43,44,49,51,54,55,56,58,59],hdf:[2,19],head:[35,49,58],header:[21,24,27,36,49,52,56],health:55,heavi:39,height:[9,13,23,25,36,51],held:17,hello:16,help:[3,5,35,39],helper:[9,10,36],here:[3,5,7,9,10,13,16,17,25,27,28,34,39,40,43,44,45,49,51,52,53,54,55,56,57,58,59],heurist:[9,41,59],hidden:[9,10,34,44,54,56,58],hidden_s:[10,56],hierarch:[9,34],high:[7,36,50],higher:2,highest:[13,59],highli:[2,3,13,34,43,56,58],him:16,hint:27,histor:58,hl_get_sync_flag:36,hold:[16,17,20,44],home:[19,39,44,45],homemak:55,honor:20,hook:[3,56,57],hope:0,horizont:[9,52],horror:55,hors:51,horst:58,host:[22,28,29,39,44,45],hostnam:[39,44],hostpath:45,hostport:44,hot:56,hour:59,hous:[3,13,27,49],how:[2,3,7,9,16,17,20,27,34,39,41,44,45,48,51,52,54,56],howev:[3,10,25,27,34,35,40,41,44,58,59],hpp:23,html:[13,29,51],htod:38,http:[9,10,13,22,28,29,31,35,44,45,50,51,52,59],huber:9,huge:[9,35],huina:58,human:59,hyper:[9,36],hyperplan:13,i0601:56,i0706:59,i0719:59,i1117:38,iamfullaccess:44,iamusersshkei:44,ib0:39,ics:13,icwsm:58,id_input:[8,34],idea:[9,25],ident:[27,29,44,55],identifi:[34,36],identityoffsetproject:9,identityproject:9,ids:[8,9,36,54,56],idx:[20,36],ieee:58,ignor:[3,8,9,41,49],ijcnlp:58,illustr:[3,17,21,34,36,38,54],ilsvrc:52,imag:[3,12,13,16,25,27,30,43,44,46,47,50,52,53,59],image_a:25,image_b:25,image_classif:51,image_fil:25,image_lay:25,image_list_provid:52,image_nam:16,image_path:25,image_provid:51,image_reader_cr:25,image_s:52,imagenet:[19,53],imagepullpolici:44,imageri:9,images_reader_cr:25,imdb:55,imdber:58,img:[3,9,51],img_conv:10,img_featur:3,img_pool:10,img_siz:51,imgsiz:38,imgsizei:38,imgsizex:38,immedi:44,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,23,24,34,54,57],importerror:56,improv:[0,38,44,58,59],inbound:44,includ:[2,3,9,10,13,16,21,22,23,24,28,29,34,36,38,41,44,45,49,54,55,57,59],inconsist:55,incorrect:9,increas:[17,20,41,59],increment:41,incupd:36,inde:[13,25,29],independ:[9,21,54],index:[3,8,9,12,13,15,17,20,34,39,44,56],indexslot:[9,57],indic:[3,8,9,21,27,39,44,57],individu:[17,27,44],industri:17,infer:[1,16,17,23,28],infiniband:39,info:[8,9,13,36,39],infom:35,inform:[5,13,22,36,38,41,44,55,56,57,58,59],infrastructur:[44,50],ingor:41,ininst:16,init:[7,36,43,44,50,54,56,57],init_hook:[54,56,57],init_model_path:[40,41,43,49,54,57],initi:[3,5,7,9,13,20,34,36,41,49,50,54,57],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,50],inlcud:10,inlin:44,inner:36,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,25,27,34,36,43,49,50,51,52,54,56,57,58,59],input_data:36,input_data_target:36,input_featur:6,input_fil:[27,57],input_hassub_sequence_data:36,input_id:9,input_imag:[10,51],input_index:36,input_label:36,input_lay:36,input_nam:16,input_sequence_data:36,input_sequence_label:36,input_sparse_float_value_data:36,input_sparse_non_value_data:36,input_t:36,input_typ:[27,34,54,56],inputdef:36,inputlayers_:36,inputtyp:[3,13],insid:[8,9,17,25,29,44],inspir:49,instal:[22,29,32,35,39,45,51,52,56,57,58],instanc:[9,17,19,34,36,38,41,57],instance_ip:44,instanti:17,instead:[9,10,12,22,25,29,35,39,54,59],instruct:[29,31,38,54],int32:41,integ:[3,8,9,13,20,22,23,34,36,54,58],integer_valu:[3,13,54],integer_value_sequ:[3,13,34,54,57],integr:[28,57],intend:0,inter:[9,39],interact:[29,44],intercept:9,interest:[38,58],interfac:[1,5,7,9,10,20,22,39,44,51,56,58],interg:54,intergr:9,intermedi:57,intern:[9,10,13,15,44],internet:[17,58],interpret:[3,8,28,38],interv:58,intrins:28,introduc:[3,17,45,56,58],introduct:[4,50],invalid:25,invari:51,invok:[3,9,15,38,44,56],involv:50,iob:8,ioe:8,ips:44,ipt:[9,34],ipython:16,is_discriminator_train:50,is_gener:[9,49,50,59],is_generator_train:50,is_kei:56,is_loc:15,is_predict:[54,56,58],is_seq:[9,34,56],is_sequ:56,is_stat:7,is_test:[52,57,58],is_train:3,isn:38,isol:29,isspars:36,issu:[28,29,38],item:[9,13,15,25],iter:[9,10,11,13,15,16,17,25,51,57,58],its:[3,8,9,10,16,17,20,36,38,41,44,49,50,51,54,58,59],itself:[10,17],java:23,jeremi:38,jie:[57,58],jmlr:9,job:[5,13,40,41,43,52,54,56,57,58,59],job_dispatch_packag:39,job_id:13,job_mod:49,job_nam:[22,44],job_namespac:44,job_path:44,job_workspac:39,jobpath:44,jobport0:44,jobport1:44,jobport2:44,jobport3:44,jobserv:22,johan:58,join:17,joint:[49,59],jointli:[10,59],journal:[57,58],journei:29,jpeg:51,jpg:52,json:[39,44,45,56],jth:10,judg:59,jupyt:[22,29],just:[3,6,8,9,10,13,20,21,27,35,39,43,44,49,51,56,57,58],jx4xr:44,jypyt:16,k8s_data:44,k8s_job:16,k8s_token:16,k8s_train:44,k8s_user:16,kafka:19,kaim:9,kaimingh:52,kebilinearinterpbw:38,kebilinearinterpfw:38,keep:[3,9,17],kei:[3,13,15,17,19,20,38,39,56,58],kernel:[9,38,54],key1:41,key2:41,key_pair_nam:44,keyid:44,keymetadata:44,keypair:44,keyserv:44,keystat:44,keyusag:44,keyword:3,kill:[17,44],kind:[2,3,16,17,27,44,45,50,54,56],kingsburi:57,kms:44,know:[3,10,16,20,27,36,38,44,56],knowledg:58,known:[50,58,59],kriz:[13,51],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:44,kubectl:45,kuberent:[17,44],kubernet:[16,17,37,39,46,47],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,54,56,57],l1_rate:7,l2_rate:7,l2regular:[51,54,58],label:[3,5,8,9,11,13,15,25,27,34,45,50,51,52,53,54,56,58],label_dict:57,label_dim:[9,54],label_fil:[25,57],label_lay:25,label_list:57,label_path:25,label_slot:57,labeledbow:58,labl:58,lag:41,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,43,49,57,58,59],larg:[12,13,57,58,59],larger:[3,7,8,9,39],last:[8,9,10,27,34,39,41,54,58,59],last_time_step_output:9,lastseen:45,late:58,latenc:[39,44],later:[28,35,44,54],latest:[9,17,29,35,45,58],latter:59,launch:[41,44,58],launcher:16,lawyer:55,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,25,27,34,37,40,41,49,50,51,52,54,56,57,58],layer_0:36,layer_attr:[9,34,43],layer_num:[43,52],layer_s:9,layer_typ:9,layerbas:36,layerconfig:36,layergradutil:36,layermap:36,layeroutout:9,layeroutput:[9,56],lbl:[8,51],ld_library_path:[28,31,39],lead:38,learn:[0,7,8,9,10,11,13,16,21,25,27,29,32,34,36,38,51,52,54,57,58,59],learnabl:9,learning_method:[27,49,51,54,56,58,59],learning_r:[7,21,27,49,51,54,56,58,59],leas:17,least:[8,9,17,28,55],leav:[3,44],lecun:13,left:[9,27,52],leman:59,len:[3,9,21,34,36,54,56,57],length:[9,10,13,21,34,41,45,58,59],less:[9,16,39,59],less_than:16,let02:45,let:[5,9,16,27,44,56],level:[7,9,39,41,50,56,58,59],lib64:[28,39,41],lib:24,libari:24,libcudnn:28,libjpeg:51,libpaddl:[23,24],libpaddle_capi:24,libpaddle_gserv:24,libpaddle_math:24,libpython:28,librari:[9,24,28,29,39,41,56],licens:57,life:17,like:[3,8,9,13,17,22,25,27,28,34,38,39,40,43,44,49,52,54,56,58,59],limit:[9,13,38,41],line:[2,3,5,8,13,22,27,35,37,38,39,43,44,49,51,52,56,57,58,59],linear:9,linearactiv:[9,27],linguist:57,link:[9,10,28,44,54,58],linux:[28,29,31,44,59],lipeng:49,lipton:58,list:[2,3,8,9,13,15,16,20,22,27,29,34,36,39,41,43,44,51,52,54,56,57,58,59],listen:41,literatur:58,littl:[2,3,21,41,54,58],lium:59,live:[17,29],liwicki:58,load:[2,3,5,9,16,17,27,41,44,52,56,57,58,59],load_featur:52,load_feature_c:52,load_feature_pi:52,load_missing_parameter_strategi:[40,41,43,49,57],load_uniform_data:50,loadparamet:5,loadsave_parameters_in_pserv:[40,41],local:[7,17,28,29,35,39,40,41,45,51,58],localhost:29,locat:[34,36,54,57],lock:[17,20,21],log:[3,20,35,36,39,41,44,45,51,56,57,58,59],log_barrier_abstract:41,log_barrier_lowest_nod:[40,41],log_barrier_show_log:[40,41],log_clip:[40,41],log_error_clip:[40,41],log_period:[41,43,45,50,51,54,56,57,58,59],log_period_serv:[40,41],logarithm:6,logger:3,logic:[3,39],login:29,longer:59,look:[3,22,27,39,40,44,45,50,54],lookup:54,loop:25,loss:[9,36,50,54,58,59],lot:40,low:9,lower:39,lowest:41,lpaddle_capi_shar:24,lpaddle_capi_whol:24,lst:56,lstm:[9,34,45,54],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:54,lstm_step:10,lstmemori:[10,34],lstmemory_group:9,ltr:9,lucki:27,mac:[24,28,29],machan:10,machin:[9,10,13,15,27,35,36,40,41,43,44,45,54,56,58,59],made:[3,17,21,27,34,55],mai:[3,9,25,29,35,38,44,55],main:[3,5,35,44,51,57,58],mainli:41,maintain:[9,20,44],major:[29,35,50,52,58,59],make:[3,16,17,20,21,25,28,29,35,36,38,39,44,51,54,56,58],male:55,malloc:36,manag:[17,21,35,39],manageri:55,mandarin:9,mani:[0,9,10,20,27,29,41,54,55,56,58],mannal:39,manual:35,manufactur:59,mao:58,map:[3,9,13,15,16,20,41,51,52,56],map_read:13,mapreduc:16,marcu:58,mark:[3,34,57],mark_slot:57,market:[27,55,58],martha:57,mask:[7,9],master:[16,26,35,41,58],mat:[23,24],mat_param_attr:10,match:38,math:[10,23,36,38],matirx:9,matplotlib:51,matric:[5,34,36],matrix:[8,9,10,13,15,23,24,34,36,40,43,52,57],matrixptr:36,matrixtyp:24,matter:3,max:[3,7,9,13,38,41,43,51,54,56],max_id:[9,15,54],max_job_id:13,max_length:[9,34],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,54],maxid_lay:54,maxid_printer_evalu:8,maxim:[9,59],maximum:[8,13,21,34,38,41,54,57,58],maxinum:12,maxpool:9,mayb:[9,10,51],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,25,27,34,38,39,41,43,44,49,50,51,52,54,56,57,58,59],mean_img_s:51,mean_meta:52,mean_meta_224:52,mean_valu:52,measur:[27,38],mechan:[9,10,34,44,58],media:58,meet:57,mem:[9,22],member:[13,16],memcpi:38,memor:58,memori:[2,3,10,20,22,34,36,38,41,43,45,54,57,58,59],memory_nam:9,memory_threshold_on_load_data:41,mention:20,mere:10,merg:[21,35,41,49,59],mergedict:[49,59],messag:[27,41,45,56,58,59],meta:[39,51,52,54],meta_config:[39,56],meta_fil:56,meta_gener:[39,56],meta_path:51,meta_to_head:56,metadata:[44,45],metaplotlib:16,method:[3,9,11,15,29,36,38,41,43,54,56,58,59],might:[9,29,36,44],mileag:38,million:[13,43,55],min:[7,38,43,44,56],min_pool_s:3,min_word_freq:13,mind:39,mini:[3,9,13,15,17],mini_batch:25,minibatch:9,minibatch_data:13,minim:[3,11,27,41],minimum:9,minimun:41,minst:3,minut:[17,44,59],mirror:29,mislead:21,miss:[41,49,57],mit:44,mix:[10,34,57],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,34,57],mixedlayertyp:9,mkdir:[28,29,44],mkl:28,mkl_path:28,mkl_root:28,ml_data:[39,56],mnist:[3,5,19,25],mnist_provid:3,mnist_random_image_batch_read:25,mnist_train:[3,25],mnist_train_batch_read:25,mod:57,modal:57,mode:[9,41,50,51,52,56,58,59],model:[1,2,5,9,10,13,17,18,35,36,37,41,44,56,57,58],model_config:[5,50],model_list:[41,43,57,58],model_output:58,model_path:43,model_zoo:[49,52],modifi:[5,34,35,36,39,44],modul:[2,3,5,10,13,15,27,28,51,52,54,56,57],modulo:9,momentum:[7,27,54],momentumoptim:[27,51],mon:45,monitor:[54,58],mono:9,month:[54,59],mood:58,more:[2,3,5,8,9,10,13,16,17,20,22,25,27,29,34,36,38,39,43,45,51,54,57,58,59],morin:9,mose:[58,59],moses_bleu:59,mosesdecod:58,most:[3,5,9,13,16,25,27,34,36,38,40,56,57,58,59],mostli:[51,55],mount:[22,29,44,45],mountpath:[44,45],move:[9,17,20,38,44,56,58],movement:[38,58],movi:[3,13,58],movie_categori:13,movie_featur:56,movie_head:56,movie_id:56,movie_info:13,movie_meta:56,movie_nam:56,movie_review:13,movieid:55,movieinfo:13,movielen:53,moving_average_fract:9,mpi:39,mse_cost:[27,56],much:[9,17,25,38],mul:36,mulit:39,multi:[9,36,40,41,52,59],multi_binary_label_cross_entropi:9,multi_crop:52,multinomi:9,multipl:[8,9,10,13,15,16,20,21,29,34,36,41,43,44,50,54,56,58],multipli:[8,9,36,51],multithread:3,music:55,must:[3,6,8,9,10,25,28,29,34,35,36,39,41,43,44,59],my_cluster_nam:44,my_cool_stuff_branch:35,my_external_dns_nam:44,mypaddl:45,mysteri:55,name:[3,7,8,9,10,12,13,15,16,17,19,21,22,24,27,29,34,36,38,39,41,43,45,46,47,49,50,51,52,54,56,58,59],name_prefix:19,namespac:[23,29,36,45],nano:35,nativ:9,natur:[20,43,57,58],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:54,necessari:[3,9,21,28,36,39,54,58],necessarili:36,need:[3,9,10,13,16,20,21,22,27,28,29,31,34,35,36,39,40,41,43,44,45,50,51,52,54,56,57,58,59],neg:[3,8,9,54,57,58],neg_distribut:9,negat:57,neighbor:54,nest:[3,13],net:[9,10],net_conf:58,net_diagram:52,network:[2,3,5,7,8,9,11,13,14,15,16,17,25,27,29,36,38,39,41,49,58,59],network_config:43,networkadministr:44,neural:[3,5,9,10,11,13,15,16,17,27,38,41,49,50,52,58,59],neuralnetwork:9,neuron:[5,36,54,58],never:[13,25,44,45],newest:[21,35],newtork:58,next:[9,13,17,34,36,38,41,44,45,57,58,59],nfs4:44,nfs:44,nfsver:44,nginx:29,ngram:13,nic:[39,40,41],nil:20,nine:[13,57],nlp:[3,9],nltk:13,nmt:59,nnz:36,no_cach:3,no_sequ:[3,56],noah:58,noavx:[29,31],node:[9,36,39,41,44,45,58,59],node_0:44,node_1:44,node_2:44,nodefil:39,noir:55,nois:[9,17,50],noise_dim:50,non:[9,17,36,41,44],none:[2,3,5,7,8,9,10,11,12,13,15,16,27,34,52,54],nonlinear:36,norm:50,norm_by_tim:9,normal:[3,5,9,10,13,31,34,36,39,41,45,49,50,52],normzal:52,north:51,notat:9,note:[3,5,7,9,10,12,15,16,20,22,25,28,38,41,43,44,49,51,56,58],notebook:[22,29],noth:[6,15,41],notic:[34,36],novel:58,now:[0,3,9,17,27,29,35,41,44,50,56,57],np_arrai:13,nproc:28,ntst1213:59,ntst14:59,nullptr:36,num:[9,39,41,54,57,58,59],num_channel:[9,10,51],num_chunk_typ:8,num_class:[9,10,51],num_filt:[9,10],num_gradient_serv:[40,41],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,27,40,41,43,45,54,56,57,58,59],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,25,27,36,39,41,44,49,51,52,54,57,58,59],numchunktyp:8,numdevices_:43,numlogicaldevices_:43,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,25,27,28,50,52],numsampl:38,numtagtyp:8,numtimeout:20,nvcc:29,nvidia:[28,29,38,41],obj:[3,27,51,52,54,56],object:[3,5,7,9,10,11,13,15,16,23,38,50,51,52,54,57],observ:[11,27,36,38,59],obtain:[54,57,58],occup:[55,56],occur:[13,15,35],oct:45,odd:9,off:[24,29],offer:[5,57],offici:[29,44,51],offlin:[17,19],offset:[9,56],often:[39,54,59],ograd:36,old:[21,29,35,41],omit:54,on_init:3,on_travisexclud:28,onc:[3,9,17,20,29,35,36,44,54],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,25,27,29,35,36,39,41,43,44,45,49,50,51,52,54,56,57,58,59],one_host_dens:56,one_hot_dens:56,onli:[2,3,5,8,9,10,12,13,15,16,20,21,22,27,28,34,35,36,38,40,41,43,44,45,49,52,54,55,58,59],onlin:[11,17,19,25],onto:44,open:[0,3,9,16,19,25,27,29,44,52,54,56,57],openbla:28,openblas_path:28,openblas_root:28,oper:[9,10,11,29,34,36,38,41,44,49,51,56],opinion:58,opt:[16,28],optim:[3,7,14,15,27,36,38,58],option:[3,8,9,16,27,35,36,39,43],order:[3,9,10,13,15,25,36,41,44,45,50,52,54,58,59],ordinari:58,oregon:44,org:[9,10,13,19,28,29,50],organ:[9,51,58,59],origin:[0,2,3,9,13,35,50,57,59],other:[3,8,9,10,13,17,21,28,29,31,34,35,43,44,45,49,50,51,52,54,55,56,57,58,59],otherchunktyp:8,otherwis:[2,9,13,16,17,21,25,34,39,43,56,59],our:[16,29,34,36,44,45,49,51,54,57,58,59],out:[9,15,16,20,27,34,38,41,44,45,51,58],out_dir:44,out_left:9,out_mem:34,out_right:9,out_size_i:9,out_size_x:9,outlin:42,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:57,output:[5,6,7,8,9,10,12,13,15,16,19,25,27,34,36,38,41,43,45,49,50,51,52,54,56,57,58,59],output_:[9,36],output_dir:52,output_fil:57,output_id:9,output_lay:[15,52],output_max_index:12,output_mem:[9,34],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:36,over:[2,9,10,16,35,36,38,54,57,58],overcom:58,overhead:38,overlap:36,overrid:[17,36],overview:[20,21],owe:0,own:[21,29,35,39,44],pacakg:31,pack:29,packag:[3,13,20,22,29,30,44],pad:[34,54],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,23,24,27,28,29,30,31,35,36,37,38,39,41,43,44,50,51,54,56,57,58,59],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[23,24],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[23,24],paddle_matrix_cr:24,paddle_matrix_get_shap:23,paddle_matrix_shap:23,paddle_n:39,paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:45,paddle_paramet:21,paddle_port:39,paddle_ports_num:39,paddle_ports_num_for_spars:39,paddle_pserver2:39,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:49,paddle_save_model:21,paddle_send_grad:21,paddle_source_root:49,paddle_train:[24,26,39],paddledev:[44,45],paddlepaddl:[0,2,3,5,9,10,13,17,19,21,22,25,27,28,31,34,35,36,37,38,39,46,47,52,54,56,57,58],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[35,44,56],pai:29,pair:[8,57],palceholder_just_ignore_the_embed:49,palmer:57,paper:[9,49,50,52,57,58,59],paraconvert:49,paragraph:58,parallel:[38,41,43,44,45,59],parallel_nn:[7,40,41],param:[7,9,21,56],param_attr:[9,10,27,34],param_config_proto:21,paramattr:[7,9,27,34],paramet:[2,3,5,8,9,10,11,12,13,14,18,25,27,36,37,43,50,51,54,56,57,58,59],parameter_attribut:9,parameter_block_s:[40,41],parameter_block_size_for_spars:[40,41],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:36,parameters_:36,parameterset:16,parametris:11,paramt:[44,49],paramutil:56,paraphras:59,paraphrase_data:49,paraphrase_model:49,paraspars:36,parent:36,pars:[5,13,43,44,50,56,57],parse_config:[5,50],parser:56,part:[3,27,34,35,36,38,50,54,56,57,58,59],parti:[38,56],partial:[9,50],participl:49,particular:38,partit:[17,19,44],pass:[3,9,13,15,17,25,27,35,36,38,39,41,44,45,50,51,54,56,57,58,59],pass_id:15,pass_idx:25,pass_test:50,passtyp:36,password:39,past:[16,29,44],path:[2,3,8,13,15,17,20,21,22,25,27,28,34,39,41,43,44,45,49,51,52,54,57,58,59],pattern:[13,17,23,27,44,56,58],paul:57,paus:17,pave:59,pdf:[9,10],pem:[16,19,44],pend:[17,20],penn:57,per:[9,13,17,21,25,41,51,54],perfom:[41,43],perform:[2,9,10,21,27,34,35,36,37,39,40,50,51,54,58,59],period:[2,17,41,54,56,57,58,59],perl:[58,59],permiss:44,peroid:9,persist:44,persistentvolum:44,persistentvolumeclaim:44,person:16,perspect:38,perturb:36,pfs:19,pfsclient:19,pgp:44,phase:27,photo:51,pick:[3,44],pickl:56,pictur:54,piec:[9,10,27],pillow:[22,51],pip:[28,35,39,51,56],pipe:55,pipelin:57,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,36,38,39,52,59],placehold:[27,49],plai:[57,58],plain:[2,8,9,15,22,24],plan:[17,36],platform:[0,27,44],pleas:[3,5,7,9,10,11,16,17,20,21,25,28,29,30,34,35,36,44,49,51,54,56,57],plot:[16,51],plotcurv:51,png:[51,52],pnpair_evalu:8,pnpairvalidationlay:41,pnpairvalidationpredict_fil:40,pod:[19,22,44,45],pod_nam:44,point:[17,22,27,38],polar:[13,58],polici:44,polit:58,poll:58,poo:51,pool3:36,pool:[3,10,14,51,54,56],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:54,pooling_typ:[9,54],poolingtyp:12,popular:[27,52],port:[29,39,40,41,44,45],port_num:40,ports_num:41,ports_num_for_spars:[40,41,43],pos:[56,58],pose:17,posit:[3,8,9,13,54,57,58,59],positive_label:8,possibl:[16,20,35,38,50],post1:28,post:22,potenti:38,power:[54,59],practic:[9,27,34,36],pre:[3,9,10,13,16,29,44,45,49,51,57,58,59],pre_dictandmodel:49,precis:[8,28],precision_recall_evalu:8,pred:[54,57],predefin:58,predetermin:[9,41,59],predic:[13,57],predicate_dict:57,predicate_dict_fil:57,predicate_slot:57,predict:[3,4,8,9,11,15,27,34,39,41,49,54,59],predict_fil:41,predict_output_dir:[40,41,54],predict_sampl:5,predicted_label_id:54,prediction1:15,prediction2:15,predictor:56,predin:51,prefer:58,prefetch:36,prefix:[17,19,44],pregrad:36,preinstal:28,premodel:49,prepar:[5,22,46,54],preprcess:58,preprocess:[13,34,39,45,58],prerequisit:28,present:[16,52,57,59],pretti:27,prev_batch_st:[40,41],prevent:[2,11,16,17,20],previou:[9,10,17,36,41,44,57,59],previous:[9,45,52],price:[13,27],primarili:58,principl:16,print:[7,15,16,27,34,41,49,54,56,57,58,59],printallstatu:38,printer:8,printstatu:38,prite:8,privat:24,privileg:44,prob:[8,15,50],probabilist:[9,49],probability_of_label_0:54,probability_of_label_1:54,probabl:[8,9,15,34,35,52,54,57],problem:[5,9,11,16,54,57,58],proc:29,proc_from_raw_data:54,proce:[13,17,25,44],procedur:[49,57,59],proceed:[9,57],process:[2,3,5,7,9,10,16,19,20,27,29,34,39,41,43,44,45,49,51,52,54,56,57,58,59],process_pr:54,processdata:[51,52],processor:38,prod:29,produc:[10,13,17,25,29,52,54],product:[0,22,29,36,44,54,58],productgraph:45,profil:28,proflier:38,program:[2,13,16,19,21,25,29,38,39,41],programm:55,progress:[17,20,41],proivid:3,proj:9,project:[9,10,22,24,28,34,36,56],promis:[9,10],prompt:35,prone:16,prop:57,propag:[11,41,43],properli:54,properti:[3,41],propos:59,proposit:57,protect:36,proto:12,protobuf:[22,28],protocol:[21,41],prove:54,proven:59,provid:[0,9,13,16,21,22,27,29,34,38,39,44,49,50,51,52,55,58],providermemory_threshold_on_load_data:40,provis:44,provod:3,prune:9,ps_desir:17,pserver:[22,39,40,41,44],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[40,41],pserverstart_pserv:40,pseudo:[16,22],psize:36,ptr:24,pull:[26,29,49,59],punctuat:58,purchas:54,purpos:[0,17,38],push_back:36,put:[17,29,36,39,45,54],pvc:44,pwd:29,py_paddl:[5,13,50],pydataprovid:[2,3,54],pydataprovider2:[4,5,27,34,54,56,58],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,23,26,27,28,35,39,49,50,51,57,58,59],pythonpath:51,pzo:58,qualifi:28,qualiti:54,queri:[9,44,59],question:[9,16,44,57],quick:[41,45,53,59],quick_start:[22,44,45,46,54],quick_start_data:45,quickli:27,quickstart:45,quit:38,quot:55,rac:9,rais:13,ramnath:58,ran:38,rand:[38,41,43,50,57],random:[3,7,9,13,19,25,27,41,50,51,57],random_imag:19,randomli:58,randomnumberse:40,rang:[3,9,13,19,25,41,43,51,55,57],rank:[9,16,44,52,54],rare:3,rate:[7,8,11,13,21,36,39,51,54,56,58,59],rather:[5,22,44,58],ratio:41,raw:[9,27,54,58],raw_meta:56,rdma:[28,41],rdma_tcp:[40,41],reach:[17,38,57],read:[2,3,13,15,16,17,19,25,27,34,39,44,52,54,56],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,59],reader_cr:19,reader_creator_bool:25,reader_creator_random_imag:[13,25],reader_creator_random_image_and_label:[13,25],readi:[17,27,44,45,51],readm:[24,55,56,58],readonesamplefromfil:3,readwritemani:44,real:[3,25,27,50],realist:16,reason:[10,16,17,29,45],rebas:35,recal:8,receiv:[17,22],recent:59,reciev:41,recogn:51,recognit:[3,9,52,58],recommand:3,recommend:[2,10,16,29,34,36,39,41,56],recommonmark:28,recompil:38,record:[20,44,56,57],recordio:[16,19,20],recov:[17,27,50],recoveri:20,rectangular:9,recurr:[57,58],recurrent_group:[10,34],recurrentgradientmachin:24,recurrentgroup:8,recurrentlay:41,recv:44,reduc:[11,39,41,43],refer:[2,5,7,9,10,11,17,20,21,34,36,39,45,49,51,54,56,59],referenc:[9,20],reflect:20,regard:57,regardless:59,regex:56,region:[38,57],regist:[36,38],register_gpu_profil:38,register_lay:36,register_timer_info:38,registri:[22,29,45],regress:53,regular:[7,36,44,51,54,58],rel:[2,10,39],relat:[3,17,22,29,31,45,56,58],relationship:[13,27,50],releas:[26,28,29,31,44,55,57],relev:[57,59],reli:28,reliabl:17,relu:[9,36],remain:54,rememb:9,remot:[7,35,36,39,41,43,44],remoteparameterupdat:41,remov:[13,39,41,58],renam:59,reorgan:9,replac:[20,29,58],replicaset:22,repo:35,report:[20,38,39],reportdataset:20,repositori:35,repres:[3,5,9,13,20,34,36,44,51,54,55],represent:[21,54,58],reproduc:59,request:[17,26,44,45,49,59],requir:[2,8,9,16,17,21,22,36,39,44,45,50,51,54,56],requrest:35,res5_3_branch2c_bn:52,res5_3_branch2c_conv:52,res:57,research:[9,13,51,55,58],resembl:58,reserv:3,reserveoutput:36,reset:[9,17],reshap:25,reshape_s:9,residu:52,resnet:53,resnet_101:52,resnet_152:52,resnet_50:52,resolv:[35,45],resourc:[29,44],respect:[3,27,34,36,41,51,52,57,59],respons:[9,44,45],rest:[3,9,22,27],restart:[17,21,44,45],restartpolici:[44,45],restrict:41,resu:25,result:[5,6,8,9,15,20,34,38,41,44,51,52,54,56,57,58],result_fil:[8,34],ret_val:56,retir:55,retran:44,retriev:[36,45],return_seq:10,reuqest:26,reus:[25,36],reveal:16,revers:[9,10,34,57,58],review:[13,35,45,54,58],reviews_electronics_5:45,revis:54,rewrit:59,rgb:9,rgen:58,rho:11,rich:27,right:[3,9,22,52],rkt:22,rmsprop:54,rmspropoptim:56,rnn:[9,10,37,40,54,58],rnn_bias_attr:34,rnn_layer_attr:34,rnn_out:34,rnn_step:9,rnn_use_batch:[40,41],rnnlm:13,robot:51,role:[13,16,20,21,34,44,53,58],roman:58,romanc:55,root:[11,12,39,44,45],root_dir:39,rot:9,roughli:[3,50],routin:56,routledg:58,row:[5,8,9,13,36,52],row_id:9,rpc:20,rpcserver:20,rsize:44,rtype:[9,56],rule:[36,44],run:[16,17,22,29,35,36,37,38,41,44,46,47,49,51,52,54,56,58,59],runinitfunct:38,running_on_cloud:22,runtim:[2,3,28,29,39],s_fusion:56,s_id:56,s_param:50,s_recurrent_group:34,sacrif:2,safe:22,sai:[27,41,43],sake:36,sale:55,same:[3,5,8,9,10,16,20,21,34,39,43,44,49,54,56,57,58,59],samping_id:9,sampl:[3,5,8,13,39,41,43,49,50,52,54,56,57,58,59],sample_dim:50,sample_id:8,sample_num:8,santiago:58,satisfi:[39,44,54],save:[3,9,13,17,19,20,21,22,27,41,43,44,45,51,52,54,56,57,58,59],save_dir:[27,41,43,45,50,51,54,56,57,58,59],save_only_on:[40,41],saving_period:[40,41],saving_period_by_batch:[40,41,43,54],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,52,55,56],scalingproject:9,scan:20,scatter:9,scenario:[27,40],scene:40,schdule:44,schedul:[20,22,44,50],scheduler_factor:7,schema:49,scheme:[8,57],schmidhub:58,schwenk:59,sci:55,scienc:58,scientist:[0,55],score:[8,9,56,58,59],screen:56,scrip:54,script:[5,13,39,44,51,52,54,57,58,59],seaplane_s_000978:51,search:[9,17,28,34,41,57,59],seat:59,second:[3,9,13,16,25,27,29,35,39,49,52,54,55,56,58],secret:44,section:[3,34,36,39,44,54],sed:58,see:[3,5,9,10,16,17,27,29,35,38,44,49,50,52,54,56,58,59],seed:[38,41],segment:8,segmentor:49,sel_fc:9,select:[9,35,44,55,59],selectiv:9,selector:45,self:[27,36,55,58],selfnorm:9,semant:[13,16,26,34,53,58],semat:16,sen_len:57,send:[17,21,41,44],sent:[16,21,45],sent_id:34,sentenc:[3,9,13,34,54,57,58,59],sentiment:[3,27,53,54,57],sentiment_data:58,sentiment_net:58,sentimental_provid:3,separ:[3,8,41,49,54,55,56,57,59],seq:[9,13,56],seq_pool:9,seq_text_print:8,seq_to_seq_data:[49,59],seq_typ:[3,13,56],seqtext_printer_evalu:[8,34],seqtoseq:[9,34,49,59],seqtoseq_net:[9,34,49,59],sequel:3,sequenc:[3,6,8,9,10,12,13,36,49,54,56,57,58,59],sequence_conv_pool:54,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,34,54,57],seri:[10,58],serial:[3,15,20,21],serv:[29,38,44,50],server:[16,29,36,39,40],serverless:17,servic:[29,55],session:[29,38],set:[2,3,5,7,8,9,10,13,15,16,17,22,27,28,29,31,34,36,37,38,39,40,41,43,44,45,49,51,52,54,55,56,57,58,59],set_active_typ:36,set_default_parameter_nam:7,set_drop_r:36,set_input:9,set_siz:36,set_typ:36,setp:44,settup:36,setup:[3,29,36,54],sever:[3,9,39,43,44,53,54,56,57,58,59],sgd:[11,15,16,17,22,39,50,58,59],sgdasync_count:40,shallow:57,shape:[9,15,52],shard:[17,18,19,20,21,44],share:[9,24,28,29,38,41,45,57],shared_bia:10,shared_bias:9,shared_ptr:[23,24],shell:[44,52],shift:52,ship:51,shold:58,shop:58,shorten:9,shorter:52,should:[3,5,8,9,13,15,16,21,22,25,27,31,34,35,39,44,51,54,56,57,58,59],should_be_fals:16,should_be_tru:16,should_shuffl:[3,57],shouldn:35,show:[5,11,13,17,27,35,41,44,45,49,52,54,56,57,58,59],show_check_sparse_distribution_log:[40,41],show_layer_stat:[40,41],show_parameter_stats_period:[40,41,43,45,54,57,58,59],shown:[3,8,9,16,34,36,38,44,50,51,52,54,56,58,59],shrink:36,shuf:56,shuffl:[3,13,56,58],sid:44,side:[9,15,52],sig:44,sigint:39,sigmoid:[9,10,36],sign:44,signal:39,signatur:44,signific:38,similar:[9,25,44,54,56],similarli:[9,57],simpl:[2,3,6,8,9,10,13,15,28,29,35,38,41,54,56,57,58],simple_attent:34,simple_gru:54,simple_lstm:[9,54],simple_rnn:[9,34],simplest:44,simpli:[2,9,16,21,28,29,34,35,38,49,52,56,58,59],simplifi:[16,36,45],simultan:44,sinc:[9,17,20,25,27,29,38,44,50,54,55,59],sincer:[35,58],singl:[3,8,10,13,17,29,36,39,45,52,54,57,59],sinlg:15,site:44,six:[49,57,59],size:[3,8,9,10,11,13,17,19,25,27,34,36,39,41,50,51,52,54,55,56,57,58,59],size_a:9,size_b:9,size_t:36,sizeof:49,skill:59,skip:[25,27,39,44,52],slide:[9,11,13,17],slightli:51,slope:9,slot:[56,57],slot_dim:56,slot_nam:56,slottyp:56,slow:[3,38],small:[3,13,36,39,41,51,59],small_messag:[40,41],small_vgg:51,smaller:[9,17],smith:58,smooth:9,snap:45,snapshot:[18,44],snippet:[34,36,38,44,54],social:58,sock:22,sock_recv_buf_s:[40,41],sock_send_buf_s:[40,41],socket:41,softmax:[9,10,16,34,36,49,54,57,58],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[34,54],softwar:[29,38],solv:[16,57],solver:59,some:[3,7,9,13,15,16,20,21,22,27,28,35,36,38,40,41,43,44,50,54,55,56,57,58,59],some_c_api_funct:24,some_inst:24,some_python_class:23,somecppclass:23,somedata:15,somegotyp:23,someth:[3,9],sometim:[11,25,38,58],somewhat:21,soon:17,sophist:[27,36,39],sort:[9,13,41,44,56,58,59],sourc:[0,9,13,24,25,27,29,34,35,44,45,49,54,56,59],source_dict_dim:34,source_language_word:34,space:[8,29,34,38],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,36,39,41,44,54],sparse_binary_vector:[3,13,54],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:36,sparseprefetchrowcpumatrix:36,spatial:[9,51],speak:[34,59],spec:[44,45],specfii:41,speci:51,special:[9,21,28,49,54,59],specif:[2,43,51,54,56],specifi:[2,3,8,9,13,16,20,21,22,27,28,34,36,41,44,50,51,52,54,55,56,58,59],speech:9,speed:[10,29],spefici:52,sphinx:[23,28,29],sphinx_rtd_them:28,split:[3,9,39,43,44,49,52,54,57],split_count:44,sql:2,squar:[9,11,12,27],squarerootnpool:9,squash:59,srand:41,src:59,src_backward:34,src_dict:34,src_embed:34,src_forward:34,src_id:34,src_root:5,src_word_id:34,srl:[13,57],ssd:9,ssh:[29,39,44,45],sshd:29,ssl:28,sstabl:16,stabl:[26,44],stack:[27,44,54,57],stacked_lstm_net:58,stacked_num:58,stackexchang:9,stage:39,stake:59,stale:[17,35],stamp:38,standard:[7,49,51,57,58,59],stanford:[13,45],star:55,start:[9,15,17,20,21,22,27,29,34,35,38,39,41,48,49,53,56,59],start_pass:[40,41],start_pserv:41,startup:[17,22,44],stat:[28,38,41,57,58,59],state:[9,10,17,27,34,41,45,50,57,59],state_act:[9,10],statement:[36,44],staticinput:[9,34],statist:[9,41,54,57,58,59],statset:38,statu:[22,35,38,44,45],status:45,std:[23,24,36,41],stderr:39,stdout:39,step:[5,9,10,12,17,21,29,34,36,38,39,44,45,54,56,57,58,59],still:[20,52],stmt1482205552000:44,stmt1482205746000:44,stochast:[11,17,20],stock:58,stop:[9,29,39,41,45,56],storag:[44,45,51],store:[8,9,13,36,39,41,44,45,49,51,52,54,56,57,58,59],str:[15,22,43],straight:35,strategi:[3,12,17,41,57],street:[9,57],strength:50,strict:25,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,36,41,44,58],strip:[54,56,57],struct:[20,21,24],structur:[13,20,39,44,49,51,54,56,57,58,59],sts:44,stub:9,student:55,stuff:35,stun:3,style:[3,9,28,35],sub:[8,9,13,16,34,36,51,54,59],sub_sequ:3,subgradi:11,submit:[35,40,41,44],subnet0:44,subnet:[16,44],subobjectpath:45,subsequenceinput:9,subset:[36,59],substanti:52,substitut:59,succe:58,succeed:[20,45],success:[21,44,45,52,57],successfulcr:45,successfuli:58,successfulli:[52,56,58],successor:[41,59],sucessfulli:59,sudo:[28,31,44,51],suffic:[25,27],suffici:41,suffix:[22,59],suggest:[9,38],suitabl:[35,41,51],sum:[9,11,18,34,36],sum_:9,sum_evalu:8,summar:[54,58],sumpool:9,support:[7,8,9,12,13,17,22,25,28,29,31,34,36,38,41,44,57],suppos:[27,36,54],sure:[35,36,44,51,58],survei:58,swap_channel:52,swig:[5,23,24,28],swig_paddl:[5,13,50],symbol:[9,24],sync:[17,35,41,50],syncflag:36,synchron:[11,17,20,39,41,44],syntact:57,syntax:[25,56],synthect:27,synthes:50,synthet:27,sys:52,system:[17,21,28,29,39,45,54,57,58,59],t2b:49,t_i:9,tab:[29,54],tabl:[3,9,52,54,59],tableproject:9,tag:[8,13,29,34],tagtyp:8,take:[3,5,8,9,10,16,34,36,38,44,45,50,57,59],taken:[3,57],tanh:[9,10,36],tanhactiv:34,taobao:58,tar:[28,44],tarbal:44,target:[9,13,15,34,49,54,59],target_dict_dim:34,target_dictionary_dim:9,target_language_embed:9,target_language_word:34,targetinlink:9,task:[3,8,9,27,34,43,49,52,57,58,59],task_queu:20,taskentri:20,taskqueu:20,tconf:58,tcp:[41,44],teach:54,tear:38,technic:17,technician:55,techniqu:[34,36],tee:[45,51,56,57,58,59],tell:[17,20,21,29,38,56],tellig:58,templat:[45,57],tempor:[9,54,57],temporari:22,term:[9,10,17,57,58],termin:45,terminolog:27,tese:2,tesh:57,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,24,25,26,28,29,31,35,38,39,40,49,51,52,54,55,59],test_all_data_in_one_period:[45,51,56,57,58],test_data:59,test_fcgrad:36,test_gpuprofil:38,test_layergrad:36,test_list:[3,27,51,54],test_part_000:58,test_pass:[40,41,43,59],test_period:[40,41,43],test_ratio:56,test_wait:[40,41],testa:16,testb:16,testbilinearfwdbwd:38,testconfig:36,tester:[56,59],testfcgrad:36,testfclay:36,testlayergrad:36,testmodel_list:40,testq:16,testresult:15,testsave_dir:40,testutil:36,text:[2,3,8,10,13,16,29,34,44,49,53,54,56,58],text_conv:54,text_conv_pool:56,text_fil:[13,58],tflop:38,tgz:[13,28],than:[3,5,7,8,9,10,17,22,28,29,34,36,39,44,52,57,58,59],thank:[0,49,59],thei:[3,16,17,21,27,29,34,36,38,39,40,44,52,58],them:[2,3,10,16,17,22,25,27,29,34,38,40,41,44,51,52,54,56,58,59],theori:38,therefor:28,therein:9,therun:52,thi:[2,3,7,8,9,10,11,13,15,16,17,20,21,22,25,27,28,29,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],thing:[3,27,34,35,38,56,57],think:16,third:[9,17,38,52,58],those:[17,52,57],thought:38,thread:[36,38,41,43,56,57,58,59],thread_local_rand_use_global_se:[40,41],threadid:43,threadloc:38,three:[3,8,9,17,25,27,34,41,50,52,58,59],threshold:[7,8,17,20,41,58],thriller:55,through:[5,9,17,20,34,36,38,39,49,50,51,58,59],throughout:54,throughput:38,thu:[3,9,27,36,44,59],tier:45,tight:28,time:[3,9,10,12,13,16,17,20,25,27,34,38,41,43,45,54,55,57,58,59],timelin:[9,38],timeo:44,timeout:[17,20],timer:28,timestamp:[9,18,55],timestep:[3,9],titil:56,titl:[13,35,55,56],tmall:58,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,34],token:[8,9,16,34,49,58,59],too:[13,29,31],tool:[29,34,35,44,58],toolchain:28,toolkit:[28,31],top:[8,52,57],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,51],total:[8,15,17,25,38,39,45,49,59],total_pass:25,touch:58,tourism:58,tourist:59,toward:27,tra:59,track:[17,20],tractabl:9,tradesman:55,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,21,34,36,37,38,40,46,47,52],train_conf:[49,59],train_config_dir:44,train_data:59,train_id:44,train_list:[3,27,51,52,54],train_part_000:58,trainabl:9,traindot_period:40,trainer:[3,5,16,18,19,20,27,36,39,41,43,50,54,57,58,59],trainer_config:[2,3,27,39,44,45,54,56,58],trainer_config_help:[3,27,36,51,54,56],trainer_count:[40,41,43,44,45,56,57,58,59],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[41,44],trainer_mem:22,trainer_packag:22,trainerintern:[54,56,59],training_machin:50,trainingtest_period:40,trainonedatabatch:50,tran:[36,41],trane:3,transact:[17,20,58],transfer:[2,3],transform:[9,34,36,50,51,54,57],transform_param_attr:10,translat:[9,10,27,49,56,58,59],transpar:39,transport:41,transpos:[9,36,50],transposedfullmatrixproject:9,travel:3,travi:[28,35],treat:[9,21,34],treatment:21,tree:[9,35,41,59],trg:59,trg_dict:34,trg_dict_path:34,trg_embed:34,trg_id:34,trg_ids_next:34,triain:2,tricki:23,trivial:3,trn:54,truck:51,true_imag:25,true_label:25,true_read:25,truth:[8,9,54,59],tst:54,tune:[7,37,54,56,59],tuninglog_barrier_abstract:40,tupl:[3,9,13,15,25],ture:9,turn:[9,25,50],tutori:[29,34,35,36,38,39,44,45,46,47,52,54],tweet:58,twelv:59,twitter:58,two:[2,3,9,10,16,21,22,25,27,29,34,38,39,43,44,49,50,51,52,54,56,57,58,59],txt:[3,22,36,39,44,54,56,58],type:[3,8,9,10,12,13,15,16,17,20,22,23,24,25,27,29,34,36,41,43,44,45,51,52,54,56,57],type_nam:56,typedef:[21,23,24],typic:[5,8,29,38,58],ubuntu:[26,31],ubyt:25,uci:13,ufldl:9,uid:45,uint64:23,uint64_t:23,unawar:21,unbalanc:41,unbound:34,unconstrain:58,under:[20,27,28,29,44,55,58],underli:27,understand:[29,38,49,51,58],understudi:59,undeterminist:38,unemploi:55,unexist:57,uniform:[7,9,13,19,25,41,50],uniqu:[16,17,22,35,41,44],unique_ptr:36,unit:[9,10,27,28,29,34,35,57],unittest:24,unittestcheckgrad_ep:40,univ:59,unix:39,unk:[49,59],unk_idx:[54,57],unknown:9,unlabel:58,unlik:[57,58,59],unseg:9,unsup:58,unsupbow:58,until:[17,21,39,44,57],unus:56,unzip:56,updat:[7,9,17,20,21,28,36,39,41,43,58],update_equ:15,updatecallback:36,updatestack:44,upload:[17,22],upon:[0,57],upstream:35,uri:44,url:[13,31,58],urls_neg:58,urls_po:58,urls_unsup:58,usag:[2,3,8,9,10,13,15,27,38,49,50,56],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],use_global_stat:9,use_gpu:[40,41,43,45,50,51,52,54,56,57,58,59],use_jpeg:51,use_old_updat:[40,41],use_seq:[27,56],use_seq_or_not:56,used:[2,3,5,8,9,10,11,12,13,15,16,17,25,27,30,31,34,36,38,39,40,41,43,44,49,51,52,54,56,57,58,59],useful:[2,3,9,10,34,36,43,54,57,58],usegpu:[36,50],useless:39,user:[2,3,7,9,10,13,15,16,19,20,22,25,27,29,35,39,40,41,44,52,54,57],user_featur:56,user_head:56,user_id:56,user_info:13,user_meta:56,user_nam:[19,56],usercert:19,userid:55,userinfo:13,userkei:19,usernam:[19,35],uses:[3,17,34,35,36,41,44,51,52,54,56,59],using:[2,3,5,7,9,10,13,16,17,20,21,22,25,27,29,34,35,36,38,41,43,44,45,49,50,51,52,54,57,58],usr:[28,39,41,44],usrdict:49,usrmodel:49,usual:[9,13,15,22,27,28,38,41,43,44,58],utf:49,util:[5,28,34,36,38,51,56,58],uuid:18,v28:9,valid:[25,44,52,58],valu:[3,5,7,8,9,11,12,13,15,17,27,34,36,41,43,44,50,51,52,57,58],value1:41,value2:41,value_printer_evalu:8,value_rang:13,vanilla:34,vanish:58,vari:[38,44],variabl:[3,9,13,16,27,28,31,36,39,44,45,58],varianc:[9,52],variant:29,vast:35,vector:[3,9,10,13,16,21,34,36,49,54,56,58,59],vectorenable_parallel_vector:40,verb:[13,57],veri:[3,9,12,20,34,38,51,54,58],verifi:[35,36],versa:28,version:[9,10,22,26,28,29,31,36,38,39,40,41,44,45,49,51,55,57,58,59],versu:16,vertic:[9,52],vgg:[10,51],vgg_16_cifar:51,via:[17,25,28,38,39,44,54],vice:28,view:9,vim:35,virtual:29,virtualenv:56,visibl:29,vision:51,visipedia:51,visual:[9,29,38],viterbi:57,voc_dim:54,vocab:58,volum:[29,45],volumemount:[44,45],volumn:44,voluntarili:55,vutbr:13,wai:[3,9,10,16,21,27,29,34,36,39,43,56,57,59],wait:[11,17,21,41],walk:[5,50],wall:57,want:[3,9,10,16,22,25,27,28,29,36,41,43,49,52,54,56,57,58],war:55,warn:9,warp:[9,38],watch:17,wbia:[44,52],web:29,websit:[51,54,57,58],wei:[57,58],weight:[8,9,10,11,34,36,41,43,51,52],weight_act:10,weightlist:36,weights_:36,weights_t:36,welcom:[56,58],well:[22,29,36,41,44,51,54],west:44,western:55,wether:9,what:[7,9,10,11,27,39,54,56],wheel:28,when:[2,3,7,8,9,13,15,17,20,21,22,31,34,35,36,38,41,43,44,45,49,50,51,57,58,59],whenev:56,where:[3,9,10,11,16,17,27,34,36,38,39,41,43,49,52,57,59],wherea:20,whether:[8,9,10,25,36,41,50,51,56,58,59],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,21,22,25,27,31,34,36,38,39,41,43,44,50,51,52,54,55,56,57,58,59],whichev:50,whl:28,who:[49,52,55],whoever:21,whole:[3,8,13,23,24,44,45,54,55,56,59],whole_cont:56,whose:[3,9,13,17,34,56,57],why:[10,24],wide:57,width:[8,9,13,23,25,36,51,59],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,29,58],wise:9,with_avx:29,with_avxcompil:28,with_coveragecompil:28,with_doccompil:28,with_doubl:36,with_doublecompil:28,with_dsocompil:28,with_gpu:29,with_gpucompil:28,with_profil:38,with_profilercompil:28,with_pythoncompil:28,with_rdmacompil:28,with_style_checkcompil:28,with_swig_pycompil:28,with_test:29,with_testingcompil:28,with_tim:38,with_timercompil:28,within:[9,20,27],without:[8,9,17,21,25,39,58],wmt14:59,wmt14_data:59,wmt14_model:59,wmt:59,wmt_shrinked_data:13,woboq:29,won:[38,52],wonder:3,word2vec:22,word:[3,8,9,13,34,43,53,56,57,58,59],word_dict:[54,57],word_dim:54,word_id:3,word_idx:13,word_slot:57,word_vector:54,word_vector_dim:[9,34,49],words_freq_sort:13,work:[3,5,13,16,17,25,28,34,35,36,38,39,41,44,45,54,56],worker:44,workercount:44,workflow:[29,35,44],workspac:[29,41,56],worri:27,wors:50,would:[15,17,25,29,39,44,50,54,57],wrap:57,wrapper:[10,38],writ:56,write:[3,13,16,17,25,29,34,35,37,39,44,51,56,57,59],write_lock:18,writelin:27,writer:[16,55],written:[56,58],wrong:[3,25],wsize:44,wsj:57,www:[9,13,51,59],x64:28,xarg:36,xgbe0:41,xgbe1:41,xiaojun:58,xrang:[25,27,36],xxbow:58,xxx:[16,52,59],xxxx:18,xxxxxxxxx:44,xxxxxxxxxx:44,xxxxxxxxxxxxx:44,xxxxxxxxxxxxxxxxxxx:44,xzf:28,y_i:9,y_predict:27,yaml:[44,56],yancey1989:22,yann:13,year:55,yeild:[15,51],yield:[3,13,16,19,25,27,34,54,56,57,58],you:[2,3,5,7,9,10,22,27,28,29,31,34,35,36,38,39,41,43,44,49,50,51,52,54,56,57,58,59],your:[3,9,16,22,28,29,36,38,39,43,44,54,58],your_access_key_id:44,your_secrete_access_kei:44,your_source_root:24,yum:28,yuyang18:[10,13],zachari:58,zeng:58,zero:[3,7,9,11,13,17,36,41,44,54],zhidao:49,zhou:[57,58],zip:[13,55],zone:44,zxvf:44},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","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","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":23,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":23,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":23,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4ec5\u4ec5\u4f7f\u7528void":23,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":24,"\u5206\u652f\u89c4\u8303":26,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":23,"\u539f\u56e0\u5217\u8868":23,"\u57fa\u672c\u8981\u6c42":23,"\u5b9e\u73b0":23,"\u5b9e\u73b0\u65b9\u5f0f":24,"\u5bfc\u51fac":23,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":23,"\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":24,"\u672f\u8bed":18,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":24,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":24,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":23,"\u7c7b":23,"\u7f16\u8bd1\u9009\u9879":24,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u80cc\u666f":23,"\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":23,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":26,"case":43,"class":36,"function":49,"new":36,"paddle\u52a8\u6001\u5e93\u4e2d":23,"paddle\u53d1\u884c\u89c4\u8303":26,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":26,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":23,"return":25,AWS:44,Abs:6,DNS:44,EFS:44,For:45,KMS:44,The:21,Use:[43,45],Using:[21,29,35],With:[22,29],about:0,access:44,account:44,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:44,address:44,addto:9,adversari:50,aggreg:9,algorithm:[17,54],analysi:58,api:[1,4,24,29],appendix:54,applic:4,approach:38,architectur:[34,54],argument:[25,40,43,54],asset:44,associ:44,async:41,attent:34,attribut:7,auc:8,avg:12,aws:44,background:27,base:22,basepool:12,batch:25,batch_norm:9,batch_siz:25,beam_search:9,between:16,bidirect:58,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:59,block_expand:9,book:29,brelu:6,bucket:44,build:[28,30,45],built:38,cach:3,capi:24,capi_priv:24,cento:28,check:[9,36,39],checkpoint:[17,18],chines:49,choos:44,chunk:8,cifar:13,classif:[8,51],classification_error:8,classification_error_print:8,client:21,clone:35,cloudform:44,cluster:[39,43,44],code:[22,35],column_sum:8,command:[42,43,54,59],commit:[35,45],common:41,commun:41,compos:25,concat:9,concept:44,config:[4,43,56,57],configur:[14,34,37,39,44,54,56],conll05:13,connect:9,contain:[29,45],content:[24,38,44],context_project:9,contribut:35,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[51,54],core:44,cos_sim:9,cost:9,cpu:[29,43],creat:[25,35,44,45],creation:20,creator:25,credenti:44,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:25,dat:55,data:[9,13,17,25,27,34,44,45,49,50,51,54,56,57,58,59],datafeed:13,dataprovid:[3,4,41],dataset:[13,17,20,55,56,59],datatyp:13,date:35,debian:31,decayedadagrad:11,decor:25,defin:[44,54,58,59],delet:44,delv:51,demo:44,depend:28,deploi:22,deriv:36,descript:[41,50,55,57],design:[16,17,20,21,25],destroi:44,detail:[41,51],develop:[29,37],devic:43,dictionari:[25,49],differ:43,directori:44,dispatch:[17,20],distribut:[16,17,22,39,41,44],doc:[16,17,20,21,25],docker:[22,29,45],document:[29,48],dotmul_oper:9,dotmul_project:9,down:44,download:[28,44,45,49,52,56,59],dropout_lay:10,dylib:24,dynam:17,ec2:44,elast:44,embed:[9,49,54],entri:25,environ:22,eos:9,equat:36,evalu:[8,27,56],evalutaion:59,event:[15,16],exampl:[16,24,49,50],exercis:51,exp:6,expand:9,extern:44,extract:[49,52,56,59],fault:17,featur:[52,55,56,57],field:56,file:[44,45,54,55,56],find:44,first_seq:9,fork:35,format:[17,54],from:[16,28,30],full_matrix_project:9,fulli:9,gan:50,gate:34,gener:[34,50,59],get:[32,45],get_output:9,github:35,gpu:[29,38,41,43],gradient:[21,36],gradient_print:8,group:[9,44],gru:[10,41],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:31,hand:38,handler:[16,23],hook:35,how:[25,37,38],hsigmoid:9,huber_cost:9,iam:44,ident:6,identity_project:9,imag:[9,10,22,29,45,51],imagenet:52,imdb:[13,58],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[25,36,50],infer:[15,54],info:52,ingredi:16,init_hook:3,initi:[21,43,44],input_typ:3,inspect:44,instal:[28,30,31,44,54],instanc:44,integr:44,interfac:[13,17,21,25,52],interpol:9,introduct:[2,49,52,58,59],isn:25,job:[17,22,39,44,45],join:9,keep:35,kei:44,kill:39,kube:44,kubectl:44,kubernet:[22,44,45],label:57,lambda_cost:9,last_seq:9,lastest:35,launch:39,layer:[9,16,36,43],libpaddle_capi_shar:24,libpaddle_capi_whol:24,librari:21,line:[42,54],linear:[6,27],linear_comb:9,list:[18,25],local:[43,44],log:[6,54],logic:20,logist:54,lstm:[10,41,57,58],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:25,master:[17,20,22],math:9,matrix:41,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:56,mini:25,minibatch:13,misc:10,mix:[9,43],mnist:[13,50],model:[3,4,14,16,21,27,29,33,34,39,43,49,50,51,52,53,54,59],modifi:45,momentum:11,movi:[55,56],movielen:[13,55,56],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:25,name:44,nce:9,need:[25,38],network:[10,34,43,50,51,52,54,56,57],neural:[34,51,54,56,57],neuralnetwork:27,nlp:[10,41],non:3,norm:9,nvprof:38,nvvp:38,object:[17,56],observ:[49,52],onli:[25,29],optim:[11,17,21,37,54],option:[28,49],outlin:40,output:[39,44],overview:54,packag:31,pad:9,paddl:[25,26,45],paddlejob:22,paddlepaddl:[16,29,30,44,48,49,59],pair:44,parallel_nn:43,paramet:[7,15,16,17,21,22,41,42,44,49,52],paraphras:49,partit:21,pass:43,perform:[38,41],persist:20,pnpair:8,point:44,pool:[9,12],power:9,pre:35,precision_recal:8,predict:[5,51,52,56,57,58],prefetch:25,prepar:[27,34,39,44,49,50,51,56,58,59],preprocess:[49,51,54,56,59],prerequisit:39,pretrain:[49,59],print:8,privat:44,problem:27,process:[17,21,22],profil:38,provid:[3,25,54,56,57],pull:35,push:35,pydataprovider2:3,python:[5,22,25,29,36,52,54,56],queue:[17,20],quick:54,randomnumb:41,rank:8,rank_cost:9,rat:56,rate:55,reader:[13,16,25],recoveri:17,recurr:[9,10,34,54],recurrent_group:9,refer:[3,38,57,58],region:44,regress:[27,54,56],regular:21,relu:6,render:44,repeat:9,request:35,requir:[28,35],reshap:9,resnet:52,result:[39,45,59],retri:20,revis:[35,49],rmsprop:11,rnn:[33,34,41],role:57,rotat:9,route53:44,run:[39,45,57],runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:45,secur:44,select:21,selective_fc:9,semant:57,sentiment:[13,58],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:34,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,21,22,41,44],servic:44,set:42,setup:[28,44],sgd:41,share:16,shuffl:25,sigmoid:6,simpl:[27,34],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:25,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[28,30],span:28,spars:[21,43],specifi:[43,49],split:56,spp:9,squar:6,squarerootn:12,stack:58,standard:54,stanh:6,start:[16,32,44,45,54],startup:45,store:17,structur:50,submit:22,suffici:25,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:54,system:44,tabl:24,table_project:9,take:25,tanh:6,task:[17,20],tear:44,templat:44,tensor:9,test:[36,41,43,56,57,58],text:59,text_conv_pool:10,timer:38,tip:38,todo:[18,19],toi:50,toler:17,tool:38,train:[15,16,17,22,25,27,29,39,41,43,44,45,49,50,51,54,56,57,58,59],trainer:[15,17,21,22,44,56],tran:9,trans_full_matrix_project:9,transfer:54,tune:[38,41],tutori:[49,51,53,57,58,59],ubuntu:28,uci_h:13,unit:[36,41],updat:[16,35,44],usag:[25,29,37],use:25,user:[17,49,55,56,58,59],util:8,value_print:8,vector:41,verifi:44,version:35,vgg_16_network:10,visual:52,volum:44,vpc:44,warp_ctc:9,what:38,why:[25,38],wmt14:13,word:[49,54],work:29,workflow:59,workspac:39,wrapper:36,write:[36,54],yaml:45,your:35,zoo:[52,53]}}) \ 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/cluster_train/pserver_client","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/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/cluster_train/pserver_client.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/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":56,"00186201e":5,"00m":40,"02595v1":9,"03m":40,"0424m":40,"0473v3":10,"055ee37d":46,"05d":53,"0630u":40,"06u":40,"0810u":40,"08823112e":5,"0957m":40,"0ab":9,"0rc1":28,"0rc2":[28,31],"0th":61,"10007_10":60,"10014_7":60,"100gb":40,"100gi":46,"10g":22,"10m":40,"1150u":40,"11\u5b9e\u73b0\u4e86c":26,"11e6":47,"12194102e":5,"124n":40,"13m":47,"1490u":40,"15501715e":5,"1550u":40,"15mb":56,"1636k":61,"16mb":56,"16u":40,"173m":54,"173n":40,"1770u":40,"18ad":46,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":47,"197u":40,"1gb":40,"1st":[51,54,60,61],"202mb":61,"210u":40,"211839e770f7b538e2d8":10,"215n":40,"228u":40,"234m":54,"2520u":40,"252kb":56,"25639710e":5,"25k":56,"2680u":40,"27787406e":5,"279n":40,"27m":40,"285m":40,"2863m":40,"28m":40,"28x28":3,"2977m":40,"2cbf7385":46,"2nd":[9,60,61],"302n":40,"30u":40,"32777140e":5,"328n":40,"32u":40,"32x32":[13,53],"331n":40,"3320u":40,"36540484e":5,"365e":46,"36u":40,"3710m":40,"3768m":40,"387u":40,"38u":40,"3920u":40,"39u":40,"3rd":[58,60,61],"4035m":40,"4090u":40,"4096mb":43,"4279m":40,"43630644e":5,"43u":40,"448a5b355b84":47,"4560u":40,"4563m":40,"45u":40,"4650u":40,"4726m":40,"473m":47,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":43,"50bd":46,"50gi":46,"51111044e":5,"514u":40,"525n":40,"526u":40,"53018653e":5,"536u":40,"5460u":40,"5470u":40,"54u":40,"55g":61,"5690m":40,"573u":40,"578n":40,"5798m":40,"586u":40,"58s":47,"5969m":40,"6080u":40,"6082v4":9,"6140u":40,"6305m":40,"639u":40,"655u":40,"6780u":40,"6810u":40,"682u":40,"6970u":40,"6ce9":46,"6node":41,"6th":61,"704u":40,"70634608e":5,"7090u":40,"72296313e":5,"72u":40,"73u":40,"75u":40,"760u":40,"767u":40,"783n":40,"784u":40,"78m":40,"7eamaa":13,"7kb":47,"8250u":40,"8300u":40,"830n":40,"849m":40,"85625684e":5,"861u":40,"864k":61,"8661m":40,"892m":40,"901n":40,"90u":40,"918u":40,"9247m":40,"924n":40,"9261m":40,"93137714e":5,"9330m":40,"94u":40,"9530m":40,"96644767e":5,"983m":40,"988u":40,"997u":40,"99982715e":5,"99m":54,"99u":40,"9f18":47,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":23,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":23,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":23,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":28,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":23,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":23,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u8f7d":23,"\u4e0b\u8f7d\u5230\u672c\u5730":23,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":26,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":23,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":25,"\u4e0d\u4f7f\u7528c":25,"\u4e0d\u4f7f\u7528swig":25,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":25,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":25,"\u4e0d\u5728":26,"\u4e0d\u5bb9\u6613\u51fa\u9519":23,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":25,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":25,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":23,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":28,"\u4e0e\u53ef\u80fd\u6709\u7684":28,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":26,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":25,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":25,"\u4e2a\u6027\u5316\u63a8\u8350":28,"\u4e2d":[25,26],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":25,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":26,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":23,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":26,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":23,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":26,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":26,"\u4e5f\u4e0d\u751f\u6210":26,"\u4e66\u5199":25,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":25,"\u4ece":28,"\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":26,"\u4ed6\u662f\u5c06":26,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":25,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":25,"\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\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":23,"\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":25,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":25,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":26,"\u4f46\u4e0d\u66b4\u9732":26,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":28,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":28,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":26,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":25,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":25,"\u4f7f\u7528":[26,28],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":25,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":26,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":26,"\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":25,"\u4f7f\u7528c":26,"\u4f7f\u7528c99\u505a\u63a5\u53e3":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":25,"\u4f7f\u7528regress":28,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":25,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":25,"\u4f7f\u7528void":25,"\u4f8b\u5982":[19,25,26,28],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":25,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":25,"\u4f8b\u5982\u5bf9\u4e8epython":25,"\u4f8b\u5982c":25,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":25,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":25,"\u4f8b\u5982python\u7684":25,"\u4f9d\u6b21\u7c7b\u63a8":28,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":25,"\u4fee\u590d\u6240\u6709bug\u540e":28,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":28,"\u4fee\u590dubuntu":28,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":28,"\u505a\u63a5\u53e3":25,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":26,"\u5176\u4e2d":[25,28],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":26,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":28,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":26,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":26,"\u5177\u4f53\u8bf7\u53c2\u8003":26,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":25,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":25,"\u518d\u57fa\u4e8e":28,"\u5199\u4ee3\u7801":25,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":26,"\u51fd\u6570\u547d\u540d":25,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":28,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":28,"\u5206\u652f\u4e2d":28,"\u5206\u652f\u4e3a\u5f00\u53d1":28,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":28,"\u5206\u652f\u4e3a\u7a33\u5b9a":28,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":28,"\u5206\u652f\u5408\u5165":28,"\u5206\u652f\u5408\u5165master\u5206\u652f":28,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":28,"\u5206\u652f\u540d\u4e3a":28,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":28,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":28,"\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":26,"\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":23,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":28,"\u52a8\u6001\u5e93":25,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":26,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":28,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":26,"\u5373\u4f7f\u7528":26,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5373\u4f7fc":26,"\u5373\u4f8b\u5982":26,"\u5373\u4fbfpaddl":26,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":26,"\u5373\u66b4\u9732":26,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":25,"\u53c2\u6570":25,"\u53c2\u8003":[23,25],"\u53cc\u5411\u9a8c\u8bc1":23,"\u53d1\u5e03\u5230dockerhub":28,"\u53d1\u5e03\u5230github":28,"\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":26,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":25,"\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":25,"\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":23,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":28,"\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":28,"\u540c\u65f6\u63d0\u8d77":28,"\u540d\u5b57\u4fee\u9970":25,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":28,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":25,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,25,26,28],"\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":25,"\u56fe\u50cf\u5206\u7c7b":28,"\u5728":[26,28],"\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":26,"\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":26,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u672c\u6587\u6863\u4e2d":23,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6837\u4f8b\u4e2d":26,"\u5728\u7528\u6237\u4f7f\u7528c":26,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":28,"\u5728\u8fd9\u4e2a":28,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":28,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":26,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":26,"\u5728c":25,"\u5728c\u7684\u5934\u6587\u4ef6":25,"\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":26,"\u5747\u662f\u5728":26,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":23,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":25,"\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":25,"\u5982\u679c\u5931\u8d25":28,"\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":28,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":26,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":25,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":25,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":26,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":23,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":25,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":25,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":25,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":25,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":25,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":26,"\u5bf9\u4e8e\u6bcf\u79cdc":26,"\u5bf9\u6bd4":25,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":26,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":28,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":26,"\u5c06":28,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":25,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":28,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":28,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":25,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":26,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":25,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":23,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":23,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":25,"\u5e76\u5220\u9664":28,"\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":26,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":25,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":28,"\u5efa\u8bae":28,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":26,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":28,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":28,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":28,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":28,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":26,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":23,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"\u5f97\u4f7f\u7528":25,"\u5fc5\u8981":26,"\u60c5\u611f\u5206\u6790":28,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":26,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":23,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":23,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[25,26],"\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\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":23,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":26,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":26,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":26,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":26,"\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":[25,26],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":26,"\u63a5\u53e3\u662f":19,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":23,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":23,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":23,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":23,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":23,"\u6570\u636e":23,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":25,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":23,"\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":25,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":23,"\u6587\u4ef6\u5185\u5bb9\u4e3a":25,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":23,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":28,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":28,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":23,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":25,"\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":23,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":25,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":26,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":25,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":26,"\u662f\u56e0\u4e3ac99\u652f\u6301":25,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":23,"\u662f\u6307":26,"\u662f\u7528\u6237\u4f7f\u7528c":26,"\u662fc":26,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":26,"\u6700\u540e\u5220\u9664":28,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":25,"\u6709\u6807\u51c6\u7684":25,"\u6709\u7684\u65f6\u5019":25,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":28,"\u672c\u6587\u6863\u63cf\u8ff0paddl":26,"\u673a\u5668\u7ffb\u8bd1":28,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":25,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":25,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":26,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":28,"\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":25,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":28,"\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":28,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":23,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":23,"\u7248\u672c\u5206\u652f":28,"\u7248\u672c\u53f7":28,"\u7248\u672c\u53f7rc":28,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":28,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":25,"\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":25,"\u751f\u6210\u6587\u6863":25,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":25,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":23,"\u7528":23,"\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":26,"\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":26,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":23,"\u7528\u6237\u901a\u8fc7c":26,"\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":25,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":23,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":23,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u7684\u5934\u6587\u4ef6":25,"\u7684\u63a5\u53e3\u6837\u5f0f":25,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":25,"\u7684\u7f29\u5199":23,"\u7684\u89c4\u8303":25,"\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":25,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":23,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":25,"\u76ee\u5f55\u4e0b":26,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":25,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":26,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":25,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":25,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":28,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":28,"\u7b2c\u4e8c\u4e2a\u4e3a":28,"\u7b49":26,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":26,"\u7b49\u6587\u4ef6":26,"\u7c7b\u4f3c":26,"\u7c7b\u540d\u548cc":25,"\u7c7b\u578b":25,"\u7ea2\u697c\u68a6":51,"\u7ed3\u8bba":25,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":25,"\u7f16\u8bd1\u578b\u8bed\u8a00":25,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":28,"\u7f16\u8bd1c":26,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1ubuntu\u7684deb\u5305":28,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":26,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":25,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":26,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":23,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":25,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":25,"\u800c\u5bf9\u4e8egolang":25,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":25,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":26,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":25,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":26,"\u826f\u597d\u7684\u6587\u6863":25,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":26,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":25,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":25,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":26,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":28,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":28,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":28,"\u8bbe\u7f6e":26,"\u8bc6\u522b\u6570\u5b57":28,"\u8bcd\u5411\u91cf":28,"\u8be6\u7ec6\u8bbe\u8ba1":23,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":28,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":26,"\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":28,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":26,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":26,"\u8fd9\u4e09\u4e2a\u5206\u652f":28,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":26,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":26,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":26,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":25,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":25,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":26,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":26,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":26,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":26,"\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":25,"\u8fd9\u662f\u56e0\u4e3a":25,"\u8fd9\u6837":26,"\u8fd9\u6837\u4fdd\u8bc1":28,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":23,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":25,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":28,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":23,"\u901a\u5e38":26,"\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":26,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":23,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":28,"\u90a3\u4e48":26,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":25,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":23,"\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":25,"\u91cd\u547d\u540d\u6210":25,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":25,"\u9519\u8bef\u5904\u7406":25,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":25,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":25,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":26,"\u9700\u8981":19,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":23,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":26,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":28,"\u9700\u8981\u5f15\u7528":26,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":25,"\u9700\u8981\u6ce8\u610f\u7684\u662f":28,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":26,"\u9ed8\u8ba4256k":23,"\ufb01xed":61,"abstract":[38,43],"api\u4e2d\u4f7f\u7528":25,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":26,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":26,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":26,"api\u63a5\u53e3":23,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":26,"api\u65f6":26,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":26,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":26,"api\u66b4\u9732\u7684\u7c7b\u578b":26,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":26,"api\u7684\u5b9e\u4f8b":26,"api\u7684\u5b9e\u73b0\u7ec6\u8282":26,"api\u7684\u63a5\u53e3":26,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":26,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":26,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":26,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":26,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":28,"boolean":[9,24,25],"break":56,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":28,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":28,"byte":23,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":25,"c\u6709\u6807\u51c6\u7684abi":25,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":25,"case":[9,26,27,29,36,37,38,40,44,46,52,56],"char":[21,58],"class":[5,6,7,8,9,10,11,12,13,15,16,25,42,53,60],"const":[21,38],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":26,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":26,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":26,"core\u6982\u5ff5":26,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":28,"deb\u5305\u7f16\u8bd1\u95ee\u9898":28,"default":[3,7,8,9,10,12,13,15,16,31,41,43,45,46,47,56,58,60,61],"enum":21,"export":[30,53],"final":[10,29,30,38,58,60],"float":[3,7,8,9,11,13,29,38,40,45,51,54,58],"function":[3,5,9,10,11,13,16,17,20,21,22,27,29,36,38,40,41,43,52,53,56,59,60,61],"golang\u53ef\u4ee5\u4f7f\u7528":25,"golang\u7684":25,"h\u5e76\u4e0d\u56f0\u96be":25,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,29,36,40,46,51,52,53,54,56,58,60,61],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":23,"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":[3,7,8,9,10,13,20,21,22,25,26,27,38,45,56,58,59],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":25,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":28,"long":[2,9,10,13,31,40,59,60],"model\u505a\u5206\u652f\u7ba1\u7406":28,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,21,27,37,39,46,47,52,56,59,60],"note\u7684\u4e66\u5199":28,"null":[9,38,43,58],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":25,"paddle\u4f7f\u7528git":28,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":25,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":25,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":28,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":28,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":28,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":28,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":26,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":25,"paddle\u7684c":26,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":26,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":25,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":26,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":25,"paddle_\u7c7b\u578b\u540d":26,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":26,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":28,"patch\u53f7\u52a0\u4e00":28,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":23,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":23,"pfsserver\u63d0\u4f9brest":23,"public":[13,38,41,46,47,60],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":28,"return":[3,8,9,10,12,13,15,16,19,21,22,29,36,38,46,52,54,56,57,58,61],"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":[9,10,29,58,59,60],"static":[21,26,46],"super":38,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":25,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":25,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"swig\u76f4\u63a5\u8bfb\u53d6c":25,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":25,"switch":[26,46,60],"tag\u4e3a":28,"throw":46,"true":[3,7,8,9,10,12,13,15,16,27,29,36,38,43,45,46,54,58,59,60,61],"try":[11,17,20,21,27,40,52,58],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":26,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":28,"void":[21,25,26,38],"while":[2,3,7,13,27,31,36,43,52,56,60,61],AGE:[46,47],AND:58,ARE:58,AWS:[19,39,48,49],Age:57,And:[3,8,9,11,13,22,27,33,37,45,46,47,51,54,58,60,61],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,21,22,27,29,30,31,36,38,40,41,42,43,45,51,53,54,56,60,61],Going:60,Has:3,IDs:[13,56],Ids:56,Into:46,Its:[3,36,46,58],Not:[16,17,41],ONE:3,One:[8,10,15,36,38,43,52,56,60,61],PFS:23,QoS:47,THE:3,TLS:[16,23,46],That:[9,13,27,31,43,45],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,24,26,27,29,30,31,32,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],Their:[3,9,17],Then:[5,9,30,31,36,37,38,40,46,47,51,53,58,59,60],There:[8,9,13,15,16,17,21,22,24,29,31,33,40,46,52,53,54,55,56,58,61],These:[41,45,53,59],USE:58,USING:58,Use:[3,16,24,27,31,38,40,43,44,46,58],Used:10,Useful:3,Using:[17,47,60],VPS:46,WITH:37,Will:[13,15],With:[3,9,10,29,52,59],YES:22,Yes:31,___fc_layer_0__:46,__file__:22,__init__:38,__list_to_map__:58,__main__:54,__meta__:58,__name__:54,__rnn_step__:36,_error:52,_link:10,_proj:9,_res2_1_branch1_bn:54,_source_language_embed:[36,51],_target_language_embed:[36,51],aaaaa:19,aaaaaaaaaaaaa:46,abc:9,abl:[9,16,52,60],about:[5,9,10,22,24,29,40,42,43,46,50,59,60,61],abov:[3,5,9,16,17,20,29,31,40,46,47,52,54,56,59],abs:[10,52],absolut:[2,41],academ:57,acceler:[18,45],accept:[3,5,13,16,27,56,59],acceptor:59,access:[2,9,10,16,20,22,36,61],accessmod:46,accident:57,accomplish:31,accord:[2,3,8,9,21,36,37,41,42,43,45],accordingli:[5,38],accordingto:59,accrod:10,accumul:[17,21],accuraci:[8,38,56,57,60],achiev:[40,53],ack:43,acl:60,aclimdb:60,across:9,act:[9,10,29,36,56],act_typ:56,action:[46,57],activ:[0,5,9,10,14,29,30,38,43,56,60],activi:10,actual:[3,9,29],adadelta:56,adagrad:56,adam:[16,21,56,60,61],adamax:56,adamoptim:[51,56,60,61],adapt:[8,11,29,60,61],add:[3,9,10,13,29,30,37,38,40,45,56,58],add_input:38,add_test:38,add_to:9,add_unittest_without_exec:38,addbia:38,added:[3,8,38],adding:54,addit:[9,10,31,56],address:[17,31,40,43],addrow:38,addtion:41,addtolay:9,adject:60,adjust:29,admin:57,adopt:59,advanc:[36,40,43],advantag:60,adventur:57,adverb:60,adversari:27,advic:40,affect:9,afford:20,afi:3,aforement:41,after:[9,13,20,21,24,30,33,36,38,41,43,45,46,47,52,53,54,56,58,59,60,61],again:[16,17,40],against:46,age:[13,58],agg_level:9,aggreg:46,aggregatelevel:9,aid:40,aim:[60,61],aircraft:61,airplan:53,aistat:9,alex:[9,60],alexnet_pass1:45,alexnet_pass2:45,algorithm:[9,11,20,29,36,51,53,60,61],alia:[6,7],align:[9,10,13,61],all:[0,3,7,8,9,11,16,17,21,22,24,26,29,31,36,37,38,40,41,42,43,45,46,47,51,52,54,56,57,58,59,60,61],alloc:[7,22,38,45],allow:[16,21,31,37,38,40,43,46,56],allow_only_one_model_on_one_gpu:[42,43,45],almost:[10,29,41,51],along:60,alreadi:[17,31,40,41,43,46,47,60],alreali:[42,61],also:[2,3,9,10,13,16,27,30,31,36,38,40,41,47,52,53,54,56,59,60],although:29,alwai:[5,9,10,15,27,29,43,46,61],amaz:53,amazon:[46,47,56,60],amazonaw:46,amazonec2fullaccess:46,amazonelasticfilesystemfullaccess:46,amazonroute53domainsfullaccess:46,amazonroute53fullaccess:46,amazons3fullaccess:46,amazonvpcfullaccess:46,ambigu:[27,59],amd64:46,amend:37,american:53,among:[46,60],amount:[40,60],analysi:[29,40,55,59],analyz:[56,60],andd:46,ani:[2,3,9,10,13,16,17,21,22,27,36,37,40,46,56,58,61],anim:57,annot:59,annual:59,anoth:[3,9,16,22,31,43,46,59,60],ans:46,answer:[29,46,59],anyth:[13,27,37,46,59],api:[13,15,16,21,22,23,28,30,38,40,46,50,52,56,58,60],api_trainer_config_helpers_data_sourc:58,api_trainer_config_helpers_lay:36,api_trainer_config_helpers_layers_context_project:58,api_trainer_config_helpers_layers_cos_sim:58,api_trainer_config_helpers_layers_data_lay:58,api_trainer_config_helpers_layers_embedding_lay:58,api_trainer_config_helpers_layers_fc_lay:58,api_trainer_config_helpers_layers_pooling_lay:58,apiserv:46,apivers:[46,47],apo:61,appar:61,appear:59,append:[3,15,27,36,38,41,58],append_gradient_machin:15,appleclang:30,appleyard:40,appli:[0,9,10,36,38,53,56],applic:[31,40,46,47,60],appreci:[37,60],approach:9,apt:[30,33,53],arbitrari:9,architectur:[51,59,60,61],architecur:60,archiv:[13,25,26],arg:[3,8,9,10,13,29,42,52,53,54,56,58,59,60],arg_nam:9,argu:59,argument:[3,5,9,13,20,36,38,43,44,51,52,53,54,58,59,60,61],argv:54,arn:46,around:[3,9,46],arrai:[5,9,13,15,21,27,29,54],art:[29,59],articl:[41,47],artifact:46,artifici:52,artist:57,arxiv:[9,10,52,60],ask:17,aspect:60,assign:[9,20,43,46],associ:[59,60,61],assum:[9,36,45,51],assur:2,astyp:[27,52],asyc:17,async:[17,42],async_count:43,async_lagged_grad_discard_ratio:43,async_lagged_ratio_default:[42,43],async_lagged_ratio_min:[42,43],asynchron:[17,43],atla:30,atlas_root:30,attenion:10,attent:[9,10,31,61],attitud:60,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,38,51,59],auc:42,auc_evalu:8,aucvalidationlay:43,authent:46,author:[23,46,54],authorized_kei:41,autmot:37,auto:[25,38,40,55,58],autom:[46,61],automak:30,automat:[9,16,21,30,36,38,41,42,43,46,58,59,61],automaticli:9,automobil:53,avail:[17,21,30,46],availabel:30,averag:[8,9,12,20,43,54,56,58,59,60,61],average_test_period:[42,43,59],average_window:60,averagepool:9,avg:[40,56],avgcost:[56,58,60,61],avgpool:[9,56],avoid:[17,40],avx:[30,31,33],await:47,awar:[16,17,31,46],aws:23,aws_account_id:46,awsaccountid:46,awskeymanagementservicepowerus:46,b2t:51,b363:47,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:47,ba5f:46,back:[3,17,31],backward:[6,9,10,21,36,38,43,45],backward_first:36,backwardactiv:38,bag:[56,60],baidu:[0,9,29,33,37,47,51],baik:51,balanc:[43,46,52],balasubramanyan:60,bank:59,bardward:10,bare:47,barrier:43,barrierstatset:40,base:[9,10,12,13,16,20,29,33,36,37,38,40,41,43,46,51,52,56,58,60,61],baseactiv:9,baseev:15,basematrix:38,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,58],bash:[31,46,47],bashrc:30,basic:[3,9,15,31,37,38,56,57,60],batch:[3,9,10,11,13,15,16,17,19,38,41,43,46,47,52,53,54,56,58,59,60,61],batch_0:54,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,27],batch_siz:[3,13,29,41,51,52,53,56,58,60,61],batchsiz:[9,38],bbbbb:19,bcd:9,bcebo:13,beam:[9,36,43,59,61],beam_gen:[9,36],beam_search:[15,36],beam_siz:[9,36,42,43,45],beamsiz:61,becaus:[5,9,13,16,17,21,27,36,37,38,45,46,53,56,59],becom:[37,40],been:[3,20,30,37,53,56,59,60,61],befor:[5,9,10,17,24,27,31,37,41,46,53,58,60,61],begin:[5,8,9,21,24,38],beginiter:[15,16],beginn:36,beginpass:[15,16],begintrain:16,behavior:40,being:[17,27,52],belong:[9,61],below:[3,9,13,17,21,27,36,38,40,41,46,52,53,56,58],benefit:[10,22],bengio:9,bertolami:60,besid:[2,9,13,61],best:[9,30,31,43,56,58,60,61],best_model_path:59,besteffort:47,beta1:11,beta2:11,beta:54,better:[9,10,29,41,46,52,58],between:[9,11,17,21,26,29,37,46,52,56,57,60,61],bgr:54,bi_gru:10,bi_lstm:10,bia:[9,10,11,36,38,54],bias:[9,38],bias_attr:[9,10,29,36],bias_param_attr:10,biases_:38,biasparameter_:38,biassiz:38,bidi:47,bidirect:[10,36,59,61],bidirectional_lstm_net:60,big:40,bigger:17,biggest:60,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:40,bin:[30,31,41,46,47,58],binari:[3,8,9,13,22,40,46,51,56,60],bird:53,bison:30,bit:56,bitext:61,bla:30,blank:[9,46],block:[9,18,20,21,29,38,40,43,54,60],block_i:9,block_x:9,blog:60,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:60,book:13,bool:[3,7,8,9,10,12,13,38,43,45,56,58,60],boot:[9,36],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,36],boot_with_const_id:9,bootstrap:30,bos_id:[9,36],both:[0,6,7,9,10,16,17,31,36,38,40,46,52,54,56],bottleneck:[40,54],bottom:60,bow:[56,60],box:40,branch:[9,16,28,37],breadth:[43,61],brendan:60,brew:30,brief:21,briefli:40,broadcast:17,brows:31,browser:[31,46],bryan:60,bucket_nam:46,buf_siz:13,buffer:[3,13,21,27,43],buffered_read:27,bug:46,bui:60,build:[0,13,22,29,31,34,43,46,48,49,51,53,54,56,58,60,61],build_dict:13,built:[0,30,31,52,59],bunch:[40,56],bunk:60,button:[37,46],c11:25,c99:26,c99e:46,cach:[56,58,59],cache_pass_in_mem:[3,56,58,59],cachetyp:[3,56,58,59],calc_batch_s:[3,59],calcul:[3,8,9,10,11,17,21,36,38,40,43,45,52,58],call:[3,9,10,16,20,21,22,29,31,36,38,40,43,46,53,54,56,60,61],callabl:[3,9,13],callback:38,caller:46,caltech:53,can:[2,3,5,7,8,9,10,13,16,17,20,22,27,29,30,31,33,36,37,38,40,41,42,43,45,46,47,51,52,53,54,56,58,59,60,61],can_over_batch_s:[3,59],candid:9,cannot:38,caoi:61,capabl:[30,60],capac:46,capi:25,capi_prvi:26,caption:[29,61],captur:[29,41],card:41,care:[10,22,27,42,43,57],carefulli:[41,43,54],cat:[31,53,54,60],categor:59,categori:[9,13,17,56,60],categorig:13,categoryfil:47,caus:[17,24],caution:[46,47],ccb2_pc30:61,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,60],center:3,ceph:[19,47],cephf:[19,22,23],certain:[2,42,59],certif:[16,23,46],cffi:25,cfg:47,cgo:25,chain:[13,38],challeng:17,chanc:[16,38,56],chang:[9,13,20,22,27,29,31,36,37,38,40,43,46,56,60],channel:[9,40,41,54],channl:[41,54],char_bas:58,charact:[56,58],character:29,characterist:[45,53],check:[3,13,29,30,31,37,43,45,46,57],check_align:13,check_eq:38,check_fail_continu:3,check_l:38,check_sparse_distribution_batch:[42,43],check_sparse_distribution_in_pserv:[42,43],check_sparse_distribution_ratio:[42,43],check_sparse_distribution_unbalance_degre:[42,43],checkgrad:43,checkgrad_ep:43,checkout:37,checksum:23,children:57,china:31,chines:55,chmod:[30,46],choic:[31,57],choos:[43,56,58],chosen:[2,57,61],chunk:[20,23,52,59],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[52,53],cifar_vgg_model:53,claim:46,claimnam:46,clang:[25,30,31,37],class1:60,class2:60,class_dim:60,classfic:[54,60],classfiic:53,classic:[9,29],classif:[3,5,9,45,54,55,56,60,61],classifc:60,classifi:[52,53,54,56,60],classification_cost:[53,56],classification_error_evalu:[8,52,56,60,61],classification_error_printer_evalu:8,claster:46,clean:[5,58],cleric:57,cli:46,click:[37,40,46],client:37,clip:[7,43,56,60],clock:9,clone:[30,31],close:[3,27],closer:29,cloud:[17,22,23,24],cls:56,cludform:46,cluster:[16,17,21,42,43,47,56,61],cluster_train:41,cm469:46,cmake3:30,cmake:[26,30,38,40],cmakelist:38,cmatrix:[25,26],cmd:47,cna:9,cname:46,cnn:[9,47,54,56],code:[0,3,5,13,16,27,29,30,31,32,36,38,39,40,41,46,47,52,56,57],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,29,57],collectbia:38,colleg:57,color:[53,54],colour:13,column:[8,9,27,38,51,61],column_sum_evalu:8,colunm:61,com:[9,10,13,30,31,33,37,46,47,54],combin:[9,10,13,15,52,58,60],come:60,comedi:57,comma:[43,51],command:[2,5,22,24,29,30,31,33,37,38,39,40,41,46,47,48,49,51,52,53,54,58,59,60],commandlin:[40,60],commenc:56,comment:[10,37,56,60],commnun:41,common:[19,36,38,42],common_util:[41,58],commonli:[24,36,40,45],commun:[0,17,21,38,41,46],compani:60,compar:[38,52,56],compat:3,compet:60,competit:52,compil:[30,31,37,38],complet:[0,5,9,10,13,15,17,20,21,23,38,46,47,56],complex:[2,3,10,27,36,40,56],complic:9,compon:38,compos:[13,16,52,59],composenotalign:13,compress:20,comput:[9,10,16,17,29,30,31,36,38,40,45,46,56,58,59,60],computation:36,conat:9,concat:61,concat_lay:36,concaten:10,concept:[3,16,31,36],concern:16,concurr:17,concurrentremoteparameterupdat:43,condit:[9,20,36,41,47,61],conduct:40,conf:[5,9,41,51,52,54,61],conf_paddle_gradient_num:46,conf_paddle_n:46,conf_paddle_port:46,conf_paddle_ports_num:46,conf_paddle_ports_num_spars:46,confid:60,config:[3,7,9,10,19,24,29,38,41,42,43,46,47,51,52,53,54,56,60,61],config_:43,config_arg:[42,43,45,54,56,59,60],config_bas:[8,9,10,15],config_fil:59,config_gener:[41,58],config_lay:38,config_pars:[5,38],config_proto:21,configur:[1,2,3,5,9,21,22,29,37,38,40,43,51,53,54,60,61],confirm:24,conflict:37,confront:61,congest:43,conll05st:59,conll:[13,59],connect:[2,10,22,29,38,46,47,52,53,54,56,58,60],connectionist:[9,60],connor:60,consequ:[9,10],consid:[8,9,11,30,31,40,45,53],consider:[3,10],consist:[9,13,20,27,53,54,56,59,61],consol:[40,46],constant:38,construct:[3,5,16,36,58],construct_featur:58,constructor:38,consum:[17,60],contact:17,contain:[3,8,9,10,12,13,15,16,20,32,33,36,37,41,46,53,54,56,57,60,61],containerport:46,contemporan:60,content:[21,24,47,59,60],content_len:21,context:[9,10,13,36,51,56,58,59,60,61],context_attr:10,context_len:[9,10,56,58],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,58],context_start:[9,10,56],contibut:37,contin:46,continu:[3,17,33,43],contrast:[9,61],contribut:[0,32,39,60],contributor:0,control:[7,31,43,46,47,61],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:[16,41],convent:21,converg:[41,52,60],convert:[3,5,13,19,27,36,51,53,54,56,58],convlay:9,convolut:[9,10,52,54,58],convoper:9,convtran:9,convtranslay:9,cool:[3,37],coordin:17,copi:[15,16,20,24,31,46,52,58],copy_shared_paramet:52,copytonumpymat:52,core:[3,7,26,43,61],coreo:46,corespond:59,corpora:61,corpu:[13,59],correct:[3,8,9,38,46],correctli:[8,13,38,52],correl:[29,53,60],correspoind:16,correspond:[3,5,16,29,36,38,53,57,59,60,61],corss_entropi:16,cos:9,cos_sim:58,cosin:[9,58],cost:[5,11,15,16,29,43,52,56,58,60,61],cost_id:9,could:[3,5,9,13,15,16,20,27,31,40,41,46,56,58],count:[17,22,27,40,43,45,47,51,58,59,60,61],counter:[17,20],coupl:29,cours:22,coverag:30,coveral:30,coveralls_uploadpackag:30,cpickl:[54,58],cpp:[25,26,37,38,40,56,58,61],cpu:[2,3,7,9,22,28,30,33,40,43,47,52,59,60,61],cpuinfo:31,cpusparsematrix:26,craftsman:57,crash:[17,40,41,43],crazi:41,creat:[5,7,9,13,15,16,17,23,24,29,30,31,38,41,43,51,52,53,61],create_bias_paramet:38,create_input_paramet:38,createargu:52,createfromconfigproto:[5,52],createstack:46,creation:46,creationd:46,creator:[13,19],credenti:24,credit:52,crf:59,crime:57,critic:60,crop:54,crop_siz:54,cross:[9,56,59],cross_entropi:[9,16,52],cross_entropy_with_selfnorm:9,crt:23,csc:38,cslm:61,csr:38,csv:57,ctc:8,ctc_error_evalu:8,ctest:31,ctrl:[41,58],ctx:59,ctx_0:59,ctx_0_slot:59,ctx_n1:59,ctx_n1_slot:59,ctx_n2:59,ctx_n2_slot:59,ctx_p1:59,ctx_p1_slot:59,ctx_p2:59,ctx_p2_slot:59,cub:53,cuda:[30,31,33,40,41,43],cuda_dir:[42,43],cudaconfigurecal:40,cudadevicegetattribut:40,cudaeventcr:40,cudaeventcreatewithflag:40,cudafre:40,cudagetdevic:40,cudagetdevicecount:40,cudagetdeviceproperti:40,cudagetlasterror:40,cudahostalloc:40,cudalaunch:40,cudamalloc:40,cudamemcpi:40,cudaprofilerstart:40,cudaprofilerstop:40,cudaruntimegetvers:40,cudasetdevic:40,cudasetupargu:40,cudastreamcr:40,cudastreamcreatewithflag:40,cudastreamsynchron:40,cudeviceget:40,cudevicegetattribut:40,cudevicegetcount:40,cudevicegetnam:40,cudevicetotalmem:40,cudnn:[9,12,30,33,43],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[42,43],cudnn_convt:9,cudnn_dir:[42,43],cudrivergetvers:40,cuinit:40,cumul:9,curl:[30,46],current:[3,9,17,29,31,36,37,38,41,43,46,56,60,61],current_word:36,currentcost:[56,58,60,61],currentev:[56,58,60,61],curv:[16,53,59],custom:[2,3,16,22,38,46,57,60],custom_batch_read:27,cutoff:13,cycl:17,cyclic:9,cython:25,d3e0:46,dai:61,daili:60,dalla:3,dan:59,danger:3,darwin:46,dat:[13,19,41,58],data:[1,2,3,5,8,10,11,15,16,19,20,23,30,31,38,40,41,42,43,45,48,54,57],data_batch_gen:52,data_dir:[51,53,60,61],data_feed:13,data_fil:29,data_initialz:56,data_lay:[3,29,36,52,53,56,58,59],data_nam:13,data_read:[13,27],data_reader_creator_random_imag:27,data_sourc:52,data_typ:[9,13],databas:[13,60],datacent:[19,24],datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,29,36,41,58,59],dataprovider_bow:56,dataprovider_emb:56,dataproviderconvert:5,datasci:9,dataset:[1,3,19,22,27,29,43,51,53,54,56,59,60],date:59,db_lstm:59,dcgan:52,dcmake_install_prefix:30,dead:17,deal:[37,52],deb:[32,33],debian:[31,32],debug:[3,24],decai:[11,53],decent:20,decid:[16,27],declar:[9,58],decod:[9,10,36,59,61],decoder_boot:36,decoder_group_nam:36,decoder_input:36,decoder_mem:36,decoder_prev:10,decoder_s:36,decoder_st:[10,36],deconv:9,deconvolut:9,decor:[3,13,38],decreas:29,decrypt:46,deep:[0,9,29,31,34,40,52,53,54,56,59],deeper:[29,31,54],deer:53,def:[3,9,13,16,19,22,27,29,36,38,52,54,56,58,59],defalut:[9,43,45],default_devic:45,default_valu:45,defferenct:3,defin:[2,3,9,10,13,16,17,27,29,36,38,41,43,51,52,53,58,59],define_py_data_sources2:[3,29,53,54,56,58],defini:61,definit:[3,13,17,20,29,31,51,56,60],degre:9,del:58,delai:43,delar:56,delet:[17,22,23],deletestack:46,delimit:[8,57,58],demand:17,demo:[9,13,36,41,47,48,51,52,53,54,55,56,57,58,59,60,61],demograph:57,demolish:47,demonstr:[29,36,52,58],denot:[45,56,57,59],dens:[3,9,13,21,38,46,56,58],dense_vector:[3,5,9,13,29,58],dense_vector_sequ:13,depend:[17,22,29,31,33,41,45,53,57],deploi:[41,45],deploy:[41,46],deriv:[6,16],descent:[9,17],describ:[16,20,29,38,46,47,52,56,59],describestack:46,describestackev:46,describestackresourc:46,descript:[5,30,36,44,46,53,58],deseri:15,design:[3,9,13,25,60],desir:[17,46,47,51],destin:[21,24],destructor:38,detail:[3,5,7,9,10,11,20,22,24,36,37,38,40,41,44,45,46,47,51,52,54,56,58,60,61],detect:8,determin:[3,9,13,38,52],dev:[30,31,53,58,61],devel:30,develop:[0,28,30,37,42,43,61],deverlop:43,deviat:7,devic:[7,43,61],deviceid:45,devid:[9,43],dez:60,diagnos:41,diagram:54,dict:[3,13,15,56,58,60,61],dict_dim:60,dict_fil:[8,36,56,59],dict_siz:13,dictionai:56,dictionari:[3,8,9,13,15,16,36,45,54,56,58,59,60,61],dictsiz:61,did:3,differ:[3,8,9,17,21,29,31,36,37,38,41,43,46,47,51,53,54,56,60,61],difficult:29,dig:[31,40,46],digit:[3,9],dim:[13,38,51,54,56,60],dimens:[6,9,12,13,38,45,51,56,58,60],dimension:[3,29,36,38,52,56],dimenst:51,dimes:9,din:58,dir:[41,54,56,58,59,60,61],dirctori:31,direct:[9,10,31,54,59],directli:[2,3,10,22,29,31,41,47,60],directori:[2,19,23,24,30,31,37,40,41,43,47,53,54,56,58,59,60,61],diretcoti:54,dis_conf:52,dis_train:52,dis_training_machin:52,disabl:3,discard:[13,17,20,43],discount:9,discov:[17,59],discoveri:46,discrep:40,discrimin:52,discriminator_train:52,discuss:[16,20,21],disk:47,dispatch:[41,43],displai:[22,24],disput:61,dist_train:[16,22],distanc:8,distibut:51,distinguish:[41,52,61],distribut:[9,20,21,30,39,47,48,49,52,56,59],distribute_test:[42,43],distributedli:38,disucss:16,divid:[11,42,53,61],diy_beam_search_prob_so:[42,43],dmkl_root:30,dns:46,do_forward_backward:27,doc:[5,10,13,30,31,41],docker:[28,32,46,48,49],docker_build:16,docker_push:16,dockerfil:31,dockerhub:31,doctor:57,document:[3,5,10,23,30,37,45,53,56,58,59,60],documentari:[3,57],doe:[3,5,10,17,20,21,22,27,29,33,36,38,40,56,58,59],doesn:[7,9,13,16,27,37,40,47,61],dog:[53,54],doing:40,domain:46,don:[10,16,27,29,46,60],done:[9,10,17,20,21,36,40,46,52,60],dopenblas_root:30,dot:[43,54,61],dot_period:[43,45,52,53,58,60,61],dotmuloper:9,dotmulproject:9,doubl:[3,30,43],down:[40,56],download:[13,17,23,31,33,52,53,56,59,60],download_cifar:53,downsampl:53,doxygen:[30,37],dpkg:33,drama:57,drop:3,drop_rat:7,dropout:[7,9,38,56],dropout_r:10,drwxr:47,dst:21,dtoh:40,dtype:[5,29,54],dubai:61,due:[20,57,58],dummi:20,duplic:57,durat:[20,40],dure:[2,3,9,17,20,22,29,37,38,42,43,46,56,58,59,61],durn:3,dwith_c_api:26,dwith_doc:30,dwith_profil:40,dwith_python:26,dwith_swig_pi:26,dwith_tim:40,dynam:[2,3,21,26,27,30,40,43],dynamic_cast:38,each:[2,3,5,8,9,12,13,15,17,20,21,22,27,29,31,36,37,38,41,43,45,46,51,53,54,56,57,58,59,60,61],each_feature_vector:6,each_meta:58,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,27,54],easi:[0,27,31,38,41,56],easier:[16,27,38],easili:[16,27,29],echo:[31,58,60],edit:[8,31,46],editor:[31,37],edu:[13,46,47,53],educ:57,eeoi3ezpr86c:46,effect:[3,43,46],effici:[0,2,3,36,38],efg:9,efs:46,efs_dns_nam:46,efsvol:46,eight:59,either:[9,13,15,16,40,56,58],elb:46,elbapis:46,elec:56,electron:[47,56],elem_dim:9,element:[3,5,8,9,10,13,15,20,27,56,60,61],element_typ:21,elif:[16,58],elimin:59,els:[9,16,22,31,38,54,56,58],emac:[31,37],emb:[47,56],embed:[16,36,55,58,60],embedd:59,embedding_lay:[36,56,58],embedding_nam:[9,36],embedding_s:[9,36],emphas:40,empir:9,emplace_back:38,emploi:[36,57],empti:[8,13,17,29],emul:61,enabl:[3,7,20,40,41,43,46],enable_grad_shar:[42,43],enable_parallel_vector:43,enc_proj:[10,36],enc_seq:10,enc_vec:36,encapsul:21,encod:[10,20,36,61],encoded_proj:[10,36],encoded_sequ:[10,36],encoded_vector:36,encoder_last:9,encoder_proj:36,encoder_s:36,encrypt:46,encrypt_decrypt:46,end:[3,8,9,27,29,36,43,51,59,60,61],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,46],endtrain:16,engin:[0,22,40,57],english:[3,9,61],enjoi:31,enough:29,ensembl:10,ensur:[3,17,38],enter:[31,57],entir:[9,10,21,60],entri:[13,20,22,38,46,57],entropi:[9,56,59],entry_point:22,enumer:[6,56,58],enumerate_data_types_of_data_lay:13,env:[37,46],environ:[16,30,31,33,40,41,42,43,46,47,52,53,58],eol:37,eos_id:[9,36],epel:30,epoch:57,epsilon:11,equal:[9,10,17,43],equat:[9,10,11,31],equilibrium:52,equip:[30,36],equival:[9,16],error:[7,8,9,11,16,20,24,29,33,38,41,43,46,53,54,56,57,58,60,61],error_clipping_threshold:7,especi:[3,10,59],essenc:16,essenti:[9,16,30,59,61],estat:29,estim:[9,16],eta:47,etc:[13,27,31,41,42,45,46,60,61],etcd:[17,20],eth0:[41,46],ethternet:41,eval:[8,56,58,60,61],eval_bleu:61,evalu:[2,9,14,15,40,41,56,60,61],evaluate_pass:60,evalut:[29,61],even:[16,27,40,43,60],evenli:[21,46],event:47,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,21,36,37,38,43,56,59,60,61],everyth:[29,37],exactli:[3,8,9,10,31,46,59],exampl:[2,3,9,10,11,13,15,22,24,27,29,30,31,36,38,40,41,42,43,45,46,47,53,54,55,56,60,61],exceed:9,except:[3,13,45,51,58,60],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[31,43],execut:[17,20,22,38,40,46,57,59,60],exist:[16,17,24,27,38,43,46,57,60],exit:[21,24,43,47],expand:[38,59,60,61],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,40,60],expens:61,experi:45,expir:17,explain:[3,8,17,41,52,60],explan:[9,22,56,61],explanatori:[29,31],explicit:38,explicitli:[3,16],exploit:53,explor:9,exponenti:6,expos:[31,46],express:[16,46,60],extend:[0,58],extens:[57,58,61],extent:26,extern:[3,25,26],extra:[7,9,10,29],extra_input:9,extra_lay:15,extraattr:[7,45],extraattribut:[9,10],extraattributenon:9,extract:[9,46,53,59,60],extract_fea_c:54,extract_fea_pi:54,extract_para:51,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,40],extremli:2,f120da72:47,f7e3:46,fa0wx:47,fabric:41,facotr:9,fact:54,factor:[7,9,11],factori:25,fail:[3,17,20,43,45,47,53],failur:[17,21],fake:52,fake_imag:27,falloc:23,fals:[3,7,8,9,10,11,13,27,29,36,38,43,45,47,51,56,58,59,60,61],false_label:27,false_read:27,famili:61,familiar:[3,29],fanscin:3,fantasi:57,fantast:56,far:0,farmer:57,fascinatingli:2,fast:[9,20,37,40],faster:[9,10,17,36,40,60],fault:20,favorit:37,favourit:31,fbd1f2bb71f4:47,fc1:[38,45],fc2:45,fc3:45,fc4:45,fc8a365:46,fc8a:46,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,29,38,45,56,58],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:38,fdata:59,fea:54,fea_output:54,feat:60,featur:[3,6,9,13,37,43,53,56,60,61],feature_map:58,feed:[10,13,15,16,29,60],feedback:0,feeder:13,feedforward:53,femal:57,fernan:60,festiv:3,fetch:[13,17,36,38],few:[3,17,27,31],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,40,46],figur:[16,36,38,40,51,52,53,54,59,60,61],file1:61,file2:61,file:[2,3,5,8,9,13,15,16,17,19,20,21,22,23,24,26,27,29,30,31,36,37,38,41,43,51,53,54,59,60,61],file_list:3,file_nam:[3,29,54,56,59],filenam:[3,19,58],fileoffset:23,filer:9,filesystem:[22,23,31,46],fill:[9,17,20,46,56],film:57,filter:[9,54],filter_s:[9,10],filter_size_i:9,finali:41,find:[9,11,17,31,40,53,60,61],fine:[7,20,58],fingerprint:46,finish:[3,17,20,22,31,41,46,47,53],finit:38,first:[3,9,13,16,17,20,22,24,29,31,33,36,37,38,40,43,45,46,51,52,53,54,56,58,59,60,61],first_seq:36,firstn:13,firstseen:47,fit:[2,13,37],five:[40,56],fix:[3,7,25,61],flag:[13,43,52,53,59],flexiabl:27,flexibl:[0,2,9,10,16,21,36],flight:61,float32:[5,13,27,29,52,54],floor:9,flow:[28,37],fly:[29,56],fnt03:46,focu:[3,40],folder:[19,22,24,30,46,53,60,61],follow:[2,3,8,9,10,11,13,16,17,20,22,27,30,31,33,36,37,38,40,41,45,46,47,48,49,51,52,53,54,56,57,58,59,60,61],fool:52,forbid:16,force_load:25,forecast:60,forget:[11,16,60],form:[2,3,10,11,40,59],format:[2,3,8,20,21,29,37,38,43,46,51,53,57,58,60],former:[16,61],formula:[9,10],formular:9,forward:[6,10,21,36,37,38,45,52,59,60],forwardactiv:38,forwardtest:5,found:[3,5,9,30,36,52,53,56,60],four:[3,33,51,54,56,58,59,60],frame:8,framework:[16,38,54,56,60],free:[13,61],french:61,frequenc:[13,40,51,56,60],frequent:[20,27,41,61],frog:53,from:[0,3,5,9,10,13,15,17,19,20,21,24,27,29,31,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],from_timestep:9,fromfil:[27,29,54],fulfil:40,full:[9,17,31,36,38],full_matrix_project:[10,36],fulli:[29,37,38,40,52,53,54,56,58,60],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:51,fullyconnectedlay:38,func:[13,20],fundament:29,further:9,fusion:58,gain:9,game:52,gamma:54,gan:16,gan_train:52,gap:43,gate:[9,10,60],gate_act:[9,10],gate_recurr:9,gather:[9,38,58],gauss:7,gaussian:52,gcc:[25,30,31],gdebi:33,gen:[9,61],gen_conf:[52,61],gen_data:61,gen_result:61,gen_train:52,gen_training_machin:52,gen_trans_fil:36,gender:[13,57,58],gener:[2,3,5,8,9,10,13,15,16,17,19,20,21,27,29,30,31,40,41,43,45,46,51,54,55,56,58,60],generated_word_embed:9,generatedinput:[9,36],generator_conf:52,generator_machin:52,generator_train:52,genert:3,genr:[57,58],gereat:8,get:[3,9,10,13,15,20,21,22,23,29,30,33,36,38,40,41,46,50,53,54,56,58,59,60],get_batch_s:59,get_best_pass:60,get_config_arg:[45,56,58,60],get_data:[47,56,59],get_dict:13,get_embed:13,get_imdb:60,get_input_lay:38,get_mnist_data:52,get_model:54,get_movie_title_dict:13,get_nois:52,get_output_attr:10,get_shap:15,get_training_loss:52,get_word_dict:13,getbatchs:38,getenv:[16,22],getinput:38,getinputgrad:38,getinputvalu:38,getoutputgrad:38,getoutputvalu:38,getparameterptr:38,getsiz:38,getslotvalu:52,gettask:20,gettempl:46,gettranspos:38,getw:38,getweight:38,getwgrad:38,gfortran:30,gildea:59,gist:10,git:[28,30,31,37],github:[9,10,30,31,33,54],give:[3,17,29,31,38,40,46,56],given:[3,13,15,21,27,38,43,52,56,59,60,61],global:[3,7,16,17,40,43,46,58,60],global_learning_r:7,globalstat:40,globalstatinfo:40,globe:3,goal:[40,59],gob:20,godoc:25,goe:[9,10,17,29],going:[56,60],good:[9,27,40,60,61],goodfellow13:9,googl:16,googleapi:46,gpg2:46,gpg:46,gpu:[2,3,7,9,12,22,28,30,33,39,41,52,53,54,58,59,60,61],gpu_id:[43,45,52],gpugpu_id:42,grab:[17,60],grad:[21,43,57],grad_share_block_num:[42,43],gradient:[7,8,9,11,15,17,20,43,56,60],gradient_clipping_threshold:[7,56,60],gradient_machin:[15,26],gradient_printer_evalu:8,gradientmachin:[5,15,26,52,58,61],gradual:[29,40],grai:53,gram:[51,60],grant:46,graph:[9,15,17,51],graphviz:54,grave:60,grayscal:3,greater:9,grep:[31,60],groudtruth:36,ground:[8,9,56,61],group:[10,20,60],group_id:58,group_input:36,grouplen:[13,57],gru:[9,36,56,61],gru_attr:10,gru_bias_attr:10,gru_decod:36,gru_decoder_with_attent:36,gru_encoder_decod:[51,61],gru_memori:10,gru_siz:56,gru_step:[10,36],gru_step_lay:36,grumemori:[10,36],gserver:[9,38],gsizex:40,guarante:38,guess:[29,60],gui:40,guid:[23,32,36,37,38,40,46,47,51,53,60,61],guidenc:29,gur_group:10,gzip:[20,47],hack:[32,41],hadoop:16,half:46,hand:[57,58,60],handl:[16,22,27,41,58,60],handler:15,handwrit:[3,60],happen:20,hard:[46,56],hardwar:[31,40],has:[3,5,9,10,11,13,16,17,20,21,31,36,38,40,46,47,51,53,56,57,58,59,60,61],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,21,22,27,29,30,31,36,37,38,40,41,43,45,46,51,53,56,57,58,60,61],hdf:[2,19],head:[37,51,60],header:[21,26,29,38,51,54,58],health:57,heavi:41,height:[9,13,25,27,38,53],held:17,hello:16,help:[3,5,24,37,41],helper:[9,10,38],here:[3,5,7,9,10,13,16,17,24,27,29,30,36,41,42,45,46,47,51,53,54,55,56,57,58,59,60,61],heurist:[9,43,61],hidden:[9,10,36,46,56,58,60],hidden_s:[10,58],hierarch:[9,36],high:[7,38,52],higher:2,highest:[13,61],highli:[2,3,13,36,45,58,60],him:16,hint:29,histor:60,hl_get_sync_flag:38,hold:[16,17,20,46],home:[19,24,41,46,47],homemak:57,honor:20,hook:[3,58,59],hope:0,horizont:[9,54],horror:57,hors:53,horst:60,host:[22,30,31,41,46,47],hostnam:[41,46],hostpath:47,hostport:46,hot:58,hour:61,hous:[3,13,29,51],how:[2,3,7,9,16,17,20,24,29,36,41,43,46,47,50,53,54,56,58],howev:[3,10,27,29,36,37,42,43,46,60,61],hpp:25,html:[13,31,53],htod:40,http:[9,10,13,22,30,31,33,37,46,47,52,53,54,61],huber:9,huge:[9,37],huina:60,human:61,hyper:[9,38],hyperplan:13,i0601:58,i0706:61,i0719:61,i1117:40,iamfullaccess:46,iamusersshkei:46,ib0:41,ics:13,icwsm:60,id_input:[8,36],idea:[9,27],ident:[29,31,46,57],identifi:[36,38],identityoffsetproject:9,identityproject:9,ids:[8,9,38,56,58],idx:[20,38],ieee:60,ies:24,ignor:[3,8,9,43,51],ijcnlp:60,illustr:[3,17,21,36,38,40,56],ilsvrc:54,imag:[3,12,13,16,27,29,32,45,46,48,49,52,54,55,61],image_a:27,image_b:27,image_classif:53,image_fil:27,image_lay:27,image_list_provid:54,image_nam:16,image_path:27,image_provid:53,image_reader_cr:27,image_s:54,imagenet:[19,55],imagepullpolici:46,imageri:9,images_reader_cr:27,imdb:57,imdber:60,img:[3,9,53],img_conv:10,img_featur:3,img_pool:10,img_siz:53,imgsiz:40,imgsizei:40,imgsizex:40,immedi:46,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,25,26,36,56,59],importerror:58,improv:[0,40,46,60,61],inbound:46,includ:[2,3,9,10,13,16,21,22,25,26,30,31,36,38,40,43,46,47,51,56,57,59,61],inconsist:57,incorrect:9,increas:[17,20,43,61],increment:43,incupd:38,inde:[13,27,31],independ:[9,21,56],index:[3,8,9,12,13,15,17,20,36,41,46,58],indexslot:[9,59],indic:[3,8,9,21,29,41,46,59],individu:[17,29,46],industri:17,infer:[1,16,17,25,30],infiniband:41,info:[8,9,13,38,41],infom:37,inform:[5,13,22,24,38,40,43,46,57,58,59,60,61],infrastructur:[46,52],ingor:43,ininst:16,init:[7,38,45,46,52,56,58,59],init_hook:[56,58,59],init_model_path:[42,43,45,51,56,59],initi:[3,5,7,9,13,20,36,38,43,51,52,56,59],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,52],inlcud:10,inlin:46,inner:38,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,27,29,36,38,45,51,52,53,54,56,58,59,60,61],input_data:38,input_data_target:38,input_featur:6,input_fil:[29,59],input_hassub_sequence_data:38,input_id:9,input_imag:[10,53],input_index:38,input_label:38,input_lay:38,input_nam:16,input_sequence_data:38,input_sequence_label:38,input_sparse_float_value_data:38,input_sparse_non_value_data:38,input_t:38,input_typ:[29,36,56,58],inputdef:38,inputlayers_:38,inputtyp:[3,13],insid:[8,9,17,27,31,46],inspir:51,instal:[22,31,34,37,41,47,53,54,58,59,60],instanc:[9,17,19,36,38,40,43,59],instance_ip:46,instanti:17,instead:[9,10,12,22,27,31,37,41,56,61],instruct:[31,33,40,56],int32:43,int64:23,integ:[3,8,9,13,20,22,25,36,38,56,60],integer_valu:[3,13,56],integer_value_sequ:[3,13,36,56,59],integr:[30,59],intend:0,inter:[9,41],interact:[31,46],intercept:9,interest:[40,60],interfac:[1,5,7,9,10,20,22,24,41,46,53,58,60],interg:56,intergr:9,intermedi:[24,59],intern:[9,10,13,15,46],internet:[17,60],interpret:[3,8,30,40],interv:60,intrins:30,introduc:[3,17,47,58,60],introduct:[4,52],invalid:27,invari:53,invok:[3,9,15,40,46,58],involv:52,iob:8,ioe:8,ips:46,ipt:[9,36],ipython:16,is_discriminator_train:52,is_gener:[9,51,52,61],is_generator_train:52,is_kei:58,is_loc:15,is_predict:[56,58,60],is_seq:[9,36,58],is_sequ:58,is_stat:7,is_test:[54,59,60],is_train:3,isn:40,isol:31,isspars:38,issu:[30,31,40],item:[9,13,15,27],iter:[9,10,11,13,15,16,17,27,53,59,60],its:[3,8,9,10,16,17,20,38,40,43,46,51,52,53,56,60,61],itself:[10,17],java:25,jeremi:40,jie:[59,60],jmlr:9,job:[5,13,42,43,45,54,56,58,59,60,61],job_dispatch_packag:41,job_id:13,job_mod:51,job_nam:[22,46],job_namespac:46,job_path:46,job_workspac:41,jobpath:46,jobport0:46,jobport1:46,jobport2:46,jobport3:46,jobserv:22,johan:60,join:17,joint:[51,61],jointli:[10,61],journal:[59,60],journei:31,jpeg:53,jpg:54,json:[41,46,47,58],jth:10,judg:61,jupyt:[22,31],just:[3,6,8,9,10,13,20,21,29,37,41,45,46,51,53,58,59,60],jx4xr:46,jypyt:16,k8s_data:46,k8s_job:16,k8s_token:16,k8s_train:46,k8s_user:16,kafka:19,kaim:9,kaimingh:54,kebilinearinterpbw:40,kebilinearinterpfw:40,keep:[3,9,17],kei:[3,13,15,17,19,20,23,40,41,58,60],kernel:[9,40,56],key1:43,key2:43,key_pair_nam:46,keyid:46,keymetadata:46,keypair:46,keyserv:46,keystat:46,keyusag:46,keyword:3,kill:[17,46],kind:[2,3,16,17,29,46,47,52,56,58],kingsburi:59,kms:46,know:[3,10,16,20,29,38,40,46,58],knowledg:60,known:[52,60,61],kriz:[13,53],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:46,kubectl:47,kuberent:[17,46],kubernet:[16,17,39,41,48,49],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,56,58,59],l1_rate:7,l2_rate:7,l2regular:[53,56,60],label:[3,5,8,9,11,13,15,27,29,36,47,52,53,54,55,56,58,60],label_dict:59,label_dim:[9,56],label_fil:[27,59],label_lay:27,label_list:59,label_path:27,label_slot:59,labeledbow:60,labl:60,lag:43,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,45,51,59,60,61],larg:[12,13,59,60,61],larger:[3,7,8,9,41],last:[8,9,10,29,36,41,43,56,60,61],last_time_step_output:9,lastseen:47,late:60,latenc:[41,46],later:[30,37,46,56],latest:[9,17,31,37,47,60],latter:61,launch:[43,46,60],launcher:16,lawyer:57,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,27,29,36,39,42,43,51,52,53,54,56,58,59,60],layer_0:38,layer_attr:[9,36,45],layer_num:[45,54],layer_s:9,layer_typ:9,layerbas:38,layerconfig:38,layergradutil:38,layermap:38,layeroutout:9,layeroutput:[9,58],lbl:[8,53],ld_library_path:[30,33,41],lead:40,learn:[0,7,8,9,10,11,13,16,21,27,29,31,34,36,38,40,53,54,56,59,60,61],learnabl:9,learning_method:[29,51,53,56,58,60,61],learning_r:[7,21,29,51,53,56,58,60,61],leas:17,least:[8,9,17,30,57],leav:[3,46],lecun:13,left:[9,29,54],leman:61,len:[3,9,21,23,36,38,56,58,59],length:[9,10,13,21,36,43,47,60,61],less:[9,16,41,61],less_than:16,let02:47,let:[5,9,16,29,46,58],level:[7,9,41,43,52,58,60,61],lib64:[30,41,43],lib:26,libari:26,libcudnn:30,libjpeg:53,libpaddl:[25,26],libpaddle_capi:26,libpaddle_gserv:26,libpaddle_math:26,libpython:30,librari:[9,26,30,31,41,43,58],licens:59,life:17,like:[3,8,9,13,17,22,27,29,30,36,40,41,42,45,46,51,54,56,58,60,61],limit:[9,13,40,43],line:[2,3,5,8,13,22,24,29,37,39,40,41,45,46,51,53,54,58,59,60,61],linear:9,linearactiv:[9,29],linguist:59,link:[9,10,23,24,30,46,56,60],linux:[23,30,31,33,46,61],lipeng:51,lipton:60,list:[2,3,8,9,13,15,16,20,22,24,29,31,36,38,41,43,45,46,53,54,56,58,59,60,61],listen:43,literatur:60,littl:[2,3,21,43,56,60],lium:61,live:[17,31],liwicki:60,load:[2,3,5,9,16,17,29,43,46,54,58,59,60,61],load_featur:54,load_feature_c:54,load_feature_pi:54,load_missing_parameter_strategi:[42,43,45,51,59],load_uniform_data:52,loadparamet:5,loadsave_parameters_in_pserv:[42,43],local:[7,17,30,31,37,41,42,43,47,53,60],localhost:31,localpath:24,locat:[36,38,56,59],lock:[17,20,21],log:[3,20,24,37,38,41,43,46,47,53,58,59,60,61],log_barrier_abstract:43,log_barrier_lowest_nod:[42,43],log_barrier_show_log:[42,43],log_clip:[42,43],log_error_clip:[42,43],log_period:[43,45,47,52,53,56,58,59,60,61],log_period_serv:[42,43],logarithm:6,logger:3,logic:[3,41],login:31,longer:61,look:[3,22,29,41,42,46,47,52,56],lookup:56,loop:27,loss:[9,38,52,56,60,61],lot:42,low:9,lower:41,lowest:43,lpaddle_capi_shar:26,lpaddle_capi_whol:26,lst:58,lstm:[9,36,47,56],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:56,lstm_step:10,lstmemori:[10,36],lstmemory_group:9,ltr:9,lucki:29,mac:[26,30,31],machan:10,machin:[9,10,13,15,29,37,38,42,43,45,46,47,56,58,60,61],made:[3,17,21,29,36,57],mai:[3,9,27,31,37,40,46,57],main:[3,5,37,46,53,59,60],mainli:43,maintain:[9,20,46],major:[31,37,52,54,60,61],make:[3,16,17,20,21,27,30,31,37,38,40,41,46,53,56,58,60],male:57,malloc:38,man:23,manag:[17,21,24,37,41],manageri:57,mandarin:9,mani:[0,9,10,20,29,31,43,56,57,58,60],mannal:41,manual:37,manufactur:61,mao:60,map:[3,9,13,15,16,20,43,53,54,58],map_read:13,mapreduc:16,marcu:60,mark:[3,36,59],mark_slot:59,market:[29,57,60],martha:59,mask:[7,9],master:[16,28,37,43,60],mat:[25,26],mat_param_attr:10,match:40,math:[10,25,38,40],matirx:9,matplotlib:53,matric:[5,36,38],matrix:[8,9,10,13,15,25,26,36,38,42,45,54,59],matrixptr:38,matrixtyp:26,matter:3,max:[3,7,9,13,40,43,45,53,56,58],max_id:[9,15,56],max_job_id:13,max_length:[9,36],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,56],maxid_lay:56,maxid_printer_evalu:8,maxim:[9,61],maximum:[8,13,21,36,40,43,56,59,60],maxinum:12,maxpool:9,mayb:[9,10,53],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,27,29,36,40,41,43,45,46,51,52,53,54,56,58,59,60,61],mean_img_s:53,mean_meta:54,mean_meta_224:54,mean_valu:54,measur:[29,40],mechan:[9,10,36,46,60],media:60,meet:59,mem:[9,22],member:[13,16],memcpi:40,memor:60,memori:[2,3,10,20,22,36,38,40,43,45,47,56,59,60,61],memory_nam:9,memory_threshold_on_load_data:43,mention:20,mere:10,merg:[21,37,43,51,61],mergedict:[51,61],messag:[29,43,47,58,60,61],meta:[41,53,54,56],meta_config:[41,58],meta_fil:58,meta_gener:[41,58],meta_path:53,meta_to_head:58,metadata:[23,46,47],metaplotlib:16,method:[3,9,11,15,31,38,40,43,45,56,58,60,61],might:[9,31,38,46],mileag:40,million:[13,45,57],min:[7,40,45,46,58],min_pool_s:3,min_word_freq:13,mind:41,mini:[3,9,13,15,17],mini_batch:27,minibatch:9,minibatch_data:13,minim:[3,11,29,43],minimum:9,minimun:43,minst:3,minut:[17,46,61],mirror:31,mislead:21,miss:[43,51,59],mit:46,mix:[10,36,59],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,36,59],mixedlayertyp:9,mkdir:[24,30,31,46],mkl:30,mkl_path:30,mkl_root:30,ml_data:[41,58],mnist:[3,5,19,27],mnist_provid:3,mnist_random_image_batch_read:27,mnist_train:[3,27],mnist_train_batch_read:27,mod:59,modal:59,mode:[9,43,52,53,54,58,60,61],model:[1,2,5,9,10,13,17,18,37,38,39,43,46,58,59,60],model_config:[5,52],model_list:[43,45,59,60],model_output:60,model_path:45,model_zoo:[51,54],modifi:[5,36,37,38,41,46],modul:[2,3,5,10,13,15,29,30,53,54,56,58,59],modulo:9,momentum:[7,29,56],momentumoptim:[29,53],mon:47,monitor:[56,60],mono:9,month:[56,61],mood:60,more:[2,3,5,8,9,10,13,16,17,20,22,24,27,29,31,36,38,40,41,45,47,53,56,59,60,61],morin:9,mose:[60,61],moses_bleu:61,mosesdecod:60,most:[3,5,9,13,16,27,29,36,38,40,42,58,59,60,61],mostli:[53,57],mount:[22,31,46,47],mountpath:[46,47],move:[9,17,20,24,40,46,58,60],movement:[40,60],movi:[3,13,60],movie_categori:13,movie_featur:58,movie_head:58,movie_id:58,movie_info:13,movie_meta:58,movie_nam:58,movie_review:13,movieid:57,movieinfo:13,movielen:55,moving_average_fract:9,mpi:41,mse_cost:[29,58],much:[9,17,27,40],mul:38,mulit:41,multi:[9,38,42,43,54,61],multi_binary_label_cross_entropi:9,multi_crop:54,multinomi:9,multipl:[8,9,10,13,15,16,20,21,31,36,38,43,45,46,52,56,58,60],multipli:[8,9,38,53],multithread:3,music:57,must:[3,6,8,9,10,27,30,31,36,37,38,41,43,45,46,61],my_cluster_nam:46,my_cool_stuff_branch:37,my_external_dns_nam:46,mypaddl:47,mysteri:57,name:[3,7,8,9,10,12,13,15,16,17,19,21,22,26,29,31,36,38,40,41,43,45,47,48,49,51,52,53,54,56,58,60,61],name_prefix:19,namespac:[25,31,38,47],nano:37,nativ:9,natur:[20,45,59,60],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:56,necessari:[3,9,21,30,38,41,56,60],necessarili:38,need:[3,9,10,13,16,20,21,22,24,29,30,31,33,36,37,38,41,42,43,45,46,47,52,53,54,56,58,59,60,61],neg:[3,8,9,56,59,60],neg_distribut:9,negat:59,neighbor:56,nest:[3,13],net:[9,10],net_conf:60,net_diagram:54,network:[2,3,5,7,8,9,11,13,14,15,16,17,27,29,31,38,40,41,43,51,60,61],network_config:45,networkadministr:46,neural:[3,5,9,10,11,13,15,16,17,29,40,43,51,52,54,60,61],neuralnetwork:9,neuron:[5,38,56,60],never:[13,27,46,47],newest:[21,37],newtork:60,next:[9,13,17,36,38,40,43,46,47,59,60,61],nfs4:46,nfs:46,nfsver:46,nginx:31,ngram:13,nic:[41,42,43],nil:20,nine:[13,59],nlp:[3,9],nltk:13,nmt:61,nnz:38,no_cach:3,no_sequ:[3,58],noah:60,noavx:[31,33],node:[9,38,41,43,46,47,60,61],node_0:46,node_1:46,node_2:46,nodefil:41,noir:57,nois:[9,17,52],noise_dim:52,non:[9,17,38,43,46],none:[2,3,5,7,8,9,10,11,12,13,15,16,29,36,54,56],nonlinear:38,norm:52,norm_by_tim:9,normal:[3,5,9,10,13,33,36,38,41,43,47,51,52,54],normzal:54,north:53,notat:9,note:[3,5,7,9,10,12,15,16,20,22,27,30,40,43,45,46,51,53,58,60],notebook:[22,31],noth:[6,15,43],notic:[36,38],novel:60,now:[0,3,9,17,29,31,37,43,46,52,58,59],np_arrai:13,nproc:30,ntst1213:61,ntst14:61,nullptr:38,num:[9,41,43,56,59,60,61],num_channel:[9,10,53],num_chunk_typ:8,num_class:[9,10,53],num_filt:[9,10],num_gradient_serv:[42,43],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,29,42,43,45,47,56,58,59,60,61],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,27,29,38,41,43,46,51,53,54,56,59,60,61],numchunktyp:8,numdevices_:45,numlogicaldevices_:45,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,27,29,30,52,54],numsampl:40,numtagtyp:8,numtimeout:20,nvcc:31,nvidia:[30,31,40,43],obj:[3,29,53,54,56,58],object:[3,5,7,9,10,11,13,15,16,25,40,52,53,54,56,59],observ:[11,29,38,40,61],obtain:[56,59,60],occup:[57,58],occur:[13,15,37],oct:47,odd:9,off:[26,31],offer:[5,59],offici:[31,46,53],offlin:[17,19],offset:[9,58],often:[41,56,61],ograd:38,old:[21,31,37,43],omit:56,on_init:3,on_travisexclud:30,onc:[3,9,17,20,31,37,38,46,56],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,27,29,31,37,38,41,43,45,46,47,51,52,53,54,56,58,59,60,61],one_host_dens:58,one_hot_dens:58,onli:[2,3,5,8,9,10,12,13,15,16,20,21,22,24,29,30,36,37,38,40,42,43,45,46,47,51,54,56,57,60,61],onlin:[11,17,19,27],onto:46,open:[0,3,9,16,19,27,29,31,46,54,56,58,59],openbla:30,openblas_path:30,openblas_root:30,oper:[9,10,11,31,36,38,40,43,46,51,53,58],opinion:60,opt:[16,30],optim:[3,7,14,15,29,38,40,60],option:[3,8,9,16,29,37,38,41,45],order:[3,9,10,13,15,27,38,43,46,47,52,54,56,60,61],ordinari:60,oregon:46,org:[9,10,13,19,23,30,31,52],organ:[9,53,60,61],origin:[0,2,3,9,13,37,52,59,61],other:[3,8,9,10,13,17,21,24,30,31,33,36,37,45,46,47,51,52,53,54,56,57,58,59,60,61],otherchunktyp:8,otherwis:[2,9,13,16,17,21,27,36,41,45,58,61],our:[16,31,36,38,46,47,51,53,56,59,60,61],out:[9,15,16,20,29,36,40,43,46,47,53,60],out_dir:46,out_left:9,out_mem:36,out_right:9,out_size_i:9,out_size_x:9,outlin:44,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:59,output:[5,6,7,8,9,10,12,13,15,16,19,24,27,29,36,38,40,43,45,47,51,52,53,54,56,58,59,60,61],output_:[9,38],output_dir:54,output_fil:59,output_id:9,output_lay:[15,54],output_max_index:12,output_mem:[9,36],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:38,over:[2,9,10,16,37,38,40,56,59,60],overcom:60,overhead:40,overlap:38,overrid:[17,24,38],overview:[20,21],overwrit:24,owe:0,own:[21,31,37,41,46],pacakg:33,pack:31,packag:[3,13,20,22,31,32,46],pad:[36,56],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,24,25,26,29,30,31,32,33,37,38,39,40,41,43,45,46,52,53,56,58,59,60,61],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[25,26],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[25,26],paddle_matrix_cr:26,paddle_matrix_get_shap:25,paddle_matrix_shap:25,paddle_n:41,paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:47,paddle_paramet:21,paddle_port:41,paddle_ports_num:41,paddle_ports_num_for_spars:41,paddle_pserver2:41,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:51,paddle_save_model:21,paddle_send_grad:21,paddle_source_root:51,paddle_train:[26,28,41],paddledev:[46,47],paddlepaddl:[0,2,3,5,9,10,13,17,19,21,22,23,24,27,29,30,33,36,37,38,39,40,41,48,49,54,56,58,59,60],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[37,46,58],pai:31,pair:[8,59],palceholder_just_ignore_the_embed:51,palmer:59,paper:[9,51,52,54,59,60,61],paraconvert:51,paragraph:60,parallel:[40,43,45,46,47,61],parallel_nn:[7,42,43],param:[7,9,21,58],param_attr:[9,10,29,36],param_config_proto:21,paramattr:[7,9,29,36],paramet:[2,3,5,8,9,10,11,12,13,14,18,24,27,29,38,39,45,52,53,56,58,59,60,61],parameter_attribut:9,parameter_block_s:[42,43],parameter_block_size_for_spars:[42,43],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:38,parameters_:38,parameterset:16,parametris:11,paramt:[46,51],paramutil:58,paraphras:61,paraphrase_data:51,paraphrase_model:51,paraspars:38,parent:38,pars:[5,13,45,46,52,58,59],parse_config:[5,52],parser:58,part:[3,29,36,37,38,40,52,56,58,59,60,61],parti:[40,58],partial:[9,52],participl:51,particular:40,partit:[17,19,46],pass:[3,9,13,15,17,27,29,37,38,40,41,43,46,47,52,53,56,58,59,60,61],pass_id:15,pass_idx:27,pass_test:52,passtyp:38,password:41,past:[16,31,46],patch:23,path:[2,3,8,13,15,17,20,21,22,27,29,30,36,41,43,45,46,47,51,53,54,56,59,60,61],pattern:[13,17,25,29,46,58,60],paul:59,paus:17,pave:61,pdf:[9,10],pem:[16,19,46],pend:[17,20],penn:59,per:[9,13,17,21,27,43,53,56],perfom:[43,45],perform:[2,9,10,21,29,36,37,38,39,41,42,52,53,56,60,61],period:[2,17,43,56,58,59,60,61],perl:[60,61],permiss:46,peroid:9,persist:46,persistentvolum:46,persistentvolumeclaim:46,person:16,perspect:40,perturb:38,pfs:[19,24],pfsclient:19,pfspath:24,pgp:46,phase:29,photo:53,pick:[3,46],pickl:58,pictur:56,piec:[9,10,29],pillow:[22,53],pip:[30,37,41,53,58],pipe:57,pipelin:59,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,38,40,41,54,61],placehold:[29,51],plai:[59,60],plain:[2,8,9,15,22,26],plan:[17,38],platform:[0,29,46],pleas:[3,5,7,9,10,11,16,17,20,21,27,30,31,32,36,37,38,46,51,53,56,58,59],plot:[16,53],plotcurv:53,png:[53,54],pnpair_evalu:8,pnpairvalidationlay:43,pnpairvalidationpredict_fil:42,pod:[19,22,46,47],pod_nam:46,point:[17,22,29,40],polar:[13,60],polici:46,polit:60,poll:60,poo:53,pool3:38,pool:[3,10,14,53,56,58],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:56,pooling_typ:[9,56],poolingtyp:12,popular:[29,54],port:[31,41,42,43,46,47],port_num:42,ports_num:43,ports_num_for_spars:[42,43,45],pos:[58,60],pose:17,posit:[3,8,9,13,56,59,60,61],positive_label:8,possibl:[16,20,37,40,52],post1:30,post:[22,23],potenti:40,power:[56,61],practic:[9,29,36,38],pre:[3,9,10,13,16,31,46,47,51,53,59,60,61],pre_dictandmodel:51,precis:[8,30],precision_recall_evalu:8,pred:[56,59],predefin:60,predetermin:[9,43,61],predic:[13,59],predicate_dict:59,predicate_dict_fil:59,predicate_slot:59,predict:[3,4,8,9,11,15,29,36,41,43,51,56,61],predict_fil:43,predict_output_dir:[42,43,56],predict_sampl:5,predicted_label_id:56,prediction1:15,prediction2:15,predictor:58,predin:53,prefer:60,prefetch:38,prefix:[17,19,46],pregrad:38,preinstal:30,premodel:51,prepar:[5,22,48,56],preprcess:60,preprocess:[13,36,41,47,60],prerequisit:30,present:[16,54,59,61],preserv:24,pretti:29,prev_batch_st:[42,43],prevent:[2,11,16,17,20],previou:[9,10,17,24,38,43,46,59,61],previous:[9,47,54],price:[13,29],primarili:60,principl:16,print:[7,15,16,29,36,43,51,56,58,59,60,61],printallstatu:40,printer:8,printstatu:40,prite:8,privat:26,privileg:46,prob:[8,15,52],probabilist:[9,51],probability_of_label_0:56,probability_of_label_1:56,probabl:[8,9,15,36,37,54,56,59],problem:[5,9,11,16,56,59,60],proc:31,proc_from_raw_data:56,proce:[13,17,27,46],procedur:[51,59,61],proceed:[9,59],process:[2,3,5,7,9,10,16,19,20,29,31,36,41,43,45,46,47,51,53,54,56,58,59,60,61],process_pr:56,processdata:[53,54],processor:40,prod:31,produc:[10,13,17,27,31,54,56],product:[0,22,31,38,46,56,60],productgraph:47,profil:[24,30],proflier:40,program:[2,13,16,19,21,27,31,40,41,43],programm:57,progress:[17,20,43],proivid:3,proj:9,project:[9,10,22,26,30,36,38,58],promis:[9,10],prompt:[24,37],prone:16,prop:59,propag:[11,43,45],properli:56,properti:[3,43],propos:61,proposit:59,protect:38,proto:12,protobuf:[22,30],protocol:[21,43],prove:56,proven:61,provid:[0,9,13,16,21,22,29,31,36,40,41,46,51,52,53,54,57,60],providermemory_threshold_on_load_data:42,provis:46,provod:3,prune:9,ps_desir:17,pserver:[22,41,42,43,46],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[42,43],pserverstart_pserv:42,pseudo:[16,22],psize:38,ptr:26,pull:[28,31,51,61],punctuat:60,purchas:56,purpos:[0,17,40],push_back:38,put:[17,31,38,41,47,56],pvc:46,pwd:31,py_paddl:[5,13,52],pydataprovid:[2,3,56],pydataprovider2:[4,5,29,36,56,58,60],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,25,28,29,30,37,41,51,52,53,59,60,61],pythonpath:53,pzo:60,qualifi:30,qualiti:56,queri:[9,46,61],question:[9,16,46,59],quick:[43,47,55,61],quick_start:[22,46,47,48,56],quick_start_data:47,quickli:29,quickstart:47,quit:40,quot:57,rac:9,rais:13,ramnath:60,ran:40,rand:[40,43,45,52,59],random:[3,7,9,13,19,27,29,43,52,53,59],random_imag:19,randomli:60,randomnumberse:42,rang:[3,9,13,19,27,43,45,53,57,59],rank:[9,16,46,54,56],rare:3,rate:[7,8,11,13,21,38,41,53,56,58,60,61],rather:[5,22,46,60],ratio:43,raw:[9,29,56,60],raw_meta:58,rdma:[30,43],rdma_tcp:[42,43],reach:[17,40,59],read:[2,3,13,15,16,17,19,27,29,36,41,46,54,56,58],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,61],reader_cr:19,reader_creator_bool:27,reader_creator_random_imag:[13,27],reader_creator_random_image_and_label:[13,27],readi:[17,29,46,47,53],readm:[26,57,58,60],readonesamplefromfil:3,readwritemani:46,real:[3,27,29,52],realist:16,reason:[10,16,17,31,47],rebas:37,recal:8,receiv:[17,22],recent:61,reciev:43,recogn:53,recognit:[3,9,54,60],recommand:3,recommend:[2,10,16,31,36,38,41,43,58],recommonmark:30,recompil:40,record:[20,46,58,59],recordio:[16,19,20],recov:[17,29,52],recoveri:20,rectangular:9,recurr:[59,60],recurrent_group:[10,36],recurrentgradientmachin:26,recurrentgroup:8,recurrentlay:43,recurs:24,recv:46,reduc:[11,41,43,45],refer:[2,5,7,9,10,11,17,20,21,36,38,41,47,51,53,56,58,61],referenc:[9,20],reflect:20,regard:59,regardless:61,regex:58,region:[40,59],regist:[38,40],register_gpu_profil:40,register_lay:38,register_timer_info:40,registri:[22,31,47],regress:55,regular:[7,38,46,53,56,60],rel:[2,10,41],relat:[3,17,22,31,33,47,58,60],relationship:[13,29,52],releas:[28,30,31,33,46,57,59],relev:[59,61],reli:30,reliabl:17,relu:[9,38],remain:56,rememb:9,remot:[7,37,38,41,43,45,46],remoteparameterupdat:43,remov:[13,24,41,43,60],renam:[24,61],reorgan:9,replac:[20,31,60],replicaset:22,repo:37,report:[20,40,41],reportdataset:20,repositori:37,repres:[3,5,9,13,20,36,38,46,53,56,57],represent:[21,56,60],reproduc:61,request:[17,28,46,47,51,61],requir:[2,8,9,16,17,21,22,24,38,41,46,47,52,53,56,58],requrest:37,res5_3_branch2c_bn:54,res5_3_branch2c_conv:54,res:59,research:[9,13,53,57,60],resembl:60,reserv:[3,24],reserveoutput:38,reset:[9,17],reshap:27,reshape_s:9,residu:54,resnet:55,resnet_101:54,resnet_152:54,resnet_50:54,resolv:[37,47],resourc:[31,46],respect:[3,29,36,38,43,53,54,59,61],respons:[9,46,47],rest:[3,9,22,23,29],restart:[17,21,46,47],restartpolici:[46,47],restrict:43,resu:27,result:[5,6,8,9,15,20,36,40,43,46,53,54,56,58,59,60],result_fil:[8,36],ret_val:58,retir:57,retran:46,retriev:[38,47],return_seq:10,reuqest:28,reus:[27,38],reveal:16,revers:[9,10,36,59,60],review:[13,37,47,56,60],reviews_electronics_5:47,revis:56,rewrit:61,rgb:9,rgen:60,rho:11,rich:29,right:[3,9,22,54],rkt:22,rmsprop:56,rmspropoptim:58,rnn:[9,10,39,42,56,60],rnn_bias_attr:36,rnn_layer_attr:36,rnn_out:36,rnn_step:9,rnn_use_batch:[42,43],rnnlm:13,robot:53,role:[13,16,20,21,36,46,55,60],roman:60,romanc:57,root:[11,12,41,46,47],root_dir:41,rot:9,roughli:[3,52],routin:58,routledg:60,row:[5,8,9,13,38,54],row_id:9,rpc:20,rpcserver:20,rsize:46,rtype:[9,58],rule:[38,46],run:[16,17,22,31,37,38,39,40,43,46,48,49,51,53,54,56,58,60,61],runinitfunct:40,running_on_cloud:22,runtim:[2,3,30,31,41],s_fusion:58,s_id:58,s_param:52,s_recurrent_group:36,sacrif:2,safe:22,sai:[29,43,45],sake:38,sale:57,same:[3,5,8,9,10,16,20,21,36,41,45,46,51,56,58,59,60,61],samping_id:9,sampl:[3,5,8,13,41,43,45,51,52,54,56,58,59,60,61],sample_dim:52,sample_id:8,sample_num:8,santiago:60,satisfi:[41,46,56],save:[3,9,13,17,19,20,21,22,29,43,45,46,47,53,54,56,58,59,60,61],save_dir:[29,43,45,47,52,53,56,58,59,60,61],save_only_on:[42,43],saving_period:[42,43],saving_period_by_batch:[42,43,45,56],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,54,57,58],scalingproject:9,scan:20,scatter:9,scenario:[29,42],scene:42,schdule:46,schedul:[20,22,46,52],scheduler_factor:7,schema:51,scheme:[8,59],schmidhub:60,schwenk:61,sci:57,scienc:60,scientist:[0,57],score:[8,9,58,60,61],screen:58,scrip:56,script:[5,13,41,46,53,54,56,59,60,61],seaplane_s_000978:53,search:[9,17,30,36,43,59,61],seat:61,second:[3,9,13,16,24,27,29,31,37,41,51,54,56,57,58,60],secret:46,section:[3,36,38,41,46,56],sed:60,see:[3,5,9,10,16,17,29,31,37,40,46,51,52,54,56,58,60,61],seed:[40,43],segment:8,segmentor:51,sel_fc:9,select:[9,37,46,57,61],selectiv:9,selector:47,self:[29,38,57,60],selfnorm:9,semant:[13,16,28,36,55,60],semat:16,sen_len:59,send:[17,21,43,46],sent:[16,21,47],sent_id:36,sentenc:[3,9,13,36,56,59,60,61],sentiment:[3,29,55,56,59],sentiment_data:60,sentiment_net:60,sentimental_provid:3,separ:[3,8,43,51,56,57,58,59,61],seq:[9,13,58],seq_pool:9,seq_text_print:8,seq_to_seq_data:[51,61],seq_typ:[3,13,58],seqtext_printer_evalu:[8,36],seqtoseq:[9,36,51,61],seqtoseq_net:[9,36,51,61],sequel:3,sequenc:[3,6,8,9,10,12,13,38,51,56,58,59,60,61],sequence_conv_pool:56,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,36,56,59],seri:[10,60],serial:[3,15,20,21],serv:[31,40,46,52],server:[16,31,38,41,42],serverless:17,servic:[31,57],session:[31,40],set:[2,3,5,7,8,9,10,13,15,16,17,22,29,30,31,33,36,38,39,40,41,42,43,45,46,47,51,53,54,56,57,58,59,60,61],set_active_typ:38,set_default_parameter_nam:7,set_drop_r:38,set_input:9,set_siz:38,set_typ:38,setp:46,settup:38,setup:[3,31,38,56],sever:[3,9,41,45,46,55,56,58,59,60,61],sgd:[11,15,16,17,22,41,52,60,61],sgdasync_count:42,shallow:59,shape:[9,15,54],shard:[17,18,19,20,21,46],share:[9,26,30,31,40,43,47,59],shared_bia:10,shared_bias:9,shared_ptr:[25,26],shell:[46,54],shift:54,ship:53,shold:60,shop:60,shorten:9,shorter:54,should:[3,5,8,9,13,15,16,21,22,27,29,33,36,37,41,46,53,56,58,59,60,61],should_be_fals:16,should_be_tru:16,should_shuffl:[3,59],shouldn:37,show:[5,11,13,17,24,29,37,43,46,47,51,54,56,58,59,60,61],show_check_sparse_distribution_log:[42,43],show_layer_stat:[42,43],show_parameter_stats_period:[42,43,45,47,56,59,60,61],shown:[3,8,9,16,36,38,40,46,52,53,54,56,58,60,61],shrink:38,shuf:58,shuffl:[3,13,58,60],sid:46,side:[9,15,54],sig:46,sigint:41,sigmoid:[9,10,38],sign:[23,46],signal:41,signatur:46,signific:40,similar:[9,27,46,56,58],similarli:[9,59],simpl:[2,3,6,8,9,10,13,15,30,31,37,40,43,56,58,59,60],simple_attent:36,simple_gru:56,simple_lstm:[9,56],simple_rnn:[9,36],simplest:46,simpli:[2,9,16,21,30,31,36,37,40,51,54,58,60,61],simplifi:[16,38,47],simultan:46,sinc:[9,17,20,27,29,31,40,46,52,56,57,61],sincer:[37,60],singl:[3,8,10,13,17,31,38,41,47,54,56,59,61],sinlg:15,site:46,six:[51,59,61],size:[3,8,9,10,11,13,17,19,27,29,36,38,41,43,52,53,54,56,57,58,59,60,61],size_a:9,size_b:9,size_t:38,sizeof:51,skill:61,skip:[27,29,41,46,54],slide:[9,11,13,17],slightli:53,slope:9,slot:[58,59],slot_dim:58,slot_nam:58,slottyp:58,slow:[3,40],small:[3,13,38,41,43,53,61],small_messag:[42,43],small_vgg:53,smaller:[9,17],smith:60,smooth:9,snap:47,snapshot:[18,46],snippet:[36,38,40,46,56],social:60,sock:22,sock_recv_buf_s:[42,43],sock_send_buf_s:[42,43],socket:43,softmax:[9,10,16,36,38,51,56,59,60],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[36,56],softwar:[31,40],solv:[16,59],solver:61,some:[3,7,9,13,15,16,20,21,22,29,30,37,38,40,42,43,45,46,52,56,57,58,59,60,61],some_c_api_funct:26,some_inst:26,some_python_class:25,somecppclass:25,somedata:15,somegotyp:25,someth:[3,9],sometim:[11,27,40,60],somewhat:21,soon:17,sophist:[29,38,41],sort:[9,13,43,46,58,60,61],sourc:[0,9,13,24,26,27,29,31,36,37,46,47,51,56,58,61],source_dict_dim:36,source_language_word:36,space:[8,31,36,40],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,38,41,43,46,56],sparse_binary_vector:[3,13,56],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:38,sparseprefetchrowcpumatrix:38,spatial:[9,53],speak:[36,61],spec:[46,47],specfii:43,speci:53,special:[9,21,30,51,56,61],specif:[2,24,45,53,56,58],specifi:[2,3,8,9,13,16,20,21,22,24,29,30,36,38,43,46,52,53,54,56,57,58,60,61],speech:9,speed:[10,31],spefici:54,sphinx:[25,30,31],sphinx_rtd_them:30,split:[3,9,41,45,46,51,54,56,59],split_count:46,sql:2,squar:[9,11,12,29],squarerootnpool:9,squash:61,srand:43,src:61,src_backward:36,src_dict:36,src_embed:36,src_forward:36,src_id:36,src_root:5,src_word_id:36,srl:[13,59],ssd:9,ssh:[31,41,46,47],sshd:31,ssl:30,sstabl:16,stabl:[28,46],stack:[29,46,56,59],stacked_lstm_net:60,stacked_num:60,stackexchang:9,stage:41,stake:61,stale:[17,37],stamp:40,standard:[7,51,53,59,60,61],stanford:[13,47],star:57,start:[9,15,17,20,21,22,29,31,36,37,40,41,43,50,51,55,58,61],start_pass:[42,43],start_pserv:43,startup:[17,22,46],stat:[30,40,43,59,60,61],state:[9,10,17,29,36,43,47,52,59,61],state_act:[9,10],statement:[38,46],staticinput:[9,36],statist:[9,43,56,59,60,61],statset:40,statu:[22,37,40,46,47],status:47,std:[25,26,38,43],stderr:41,stdout:41,step:[5,9,10,12,17,21,31,36,38,40,41,46,47,56,58,59,60,61],still:[20,54],stmt1482205552000:46,stmt1482205746000:46,stochast:[11,17,20],stock:60,stop:[9,31,41,43,47,58],storag:[23,46,47,53],store:[8,9,13,38,41,43,46,47,51,53,54,56,58,59,60,61],str:[15,22,45],straight:37,strategi:[3,12,17,43,59],street:[9,59],strength:52,strict:27,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,24,38,43,46,60],strip:[56,58,59],struct:[20,21,23,26],structur:[13,20,41,46,51,53,56,58,59,60,61],sts:46,stub:9,student:57,stuff:37,stun:3,style:[3,9,30,37],sub:[8,9,13,16,36,38,53,56,61],sub_sequ:3,subcommand:24,subgradi:11,submit:[37,42,43,46],subnet0:46,subnet:[16,46],subobjectpath:47,subsequenceinput:9,subset:[38,61],substanti:54,substitut:61,succe:60,succeed:[20,47],success:[21,46,47,54,59],successfulcr:47,successfuli:60,successfulli:[54,58,60],successor:[43,61],sucessfulli:61,sudo:[30,33,46,53],suffic:[27,29],suffici:43,suffix:[22,61],suggest:[9,40],suitabl:[37,43,53],sum:[9,11,18,36,38],sum_:9,sum_evalu:8,summar:[56,60],sumpool:9,support:[7,8,9,12,13,17,22,27,30,31,33,36,38,40,43,46,59],suppos:[29,38,56],suppress:24,sure:[37,38,46,53,60],survei:60,swagger:23,swap_channel:54,swig:[5,25,26,30],swig_paddl:[5,13,52],symbol:[9,26],sync:[17,37,43,52],syncflag:38,synchron:[11,17,20,41,43,46],syntact:59,syntax:[27,58],synthect:29,synthes:52,synthet:29,sys:54,system:[17,21,23,30,31,41,47,56,59,60,61],t2b:51,t_i:9,tab:[31,56],tabl:[3,9,54,56,61],tableproject:9,tag:[8,13,31,36],tagtyp:8,take:[3,5,8,9,10,16,36,38,40,46,47,52,59,61],taken:[3,59],tanh:[9,10,38],tanhactiv:36,taobao:60,tar:[30,46],tarbal:46,target:[9,13,15,36,51,56,61],target_dict_dim:36,target_dictionary_dim:9,target_language_embed:9,target_language_word:36,targetinlink:9,task:[3,8,9,29,36,45,51,54,59,60,61],task_queu:20,taskentri:20,taskqueu:20,tconf:60,tcp:[43,46],teach:56,tear:40,technic:17,technician:57,techniqu:[36,38],tee:[47,53,58,59,60,61],tell:[17,20,21,31,40,58],tellig:60,templat:[47,59],tempor:[9,56,59],temporari:22,term:[9,10,17,59,60],termin:47,terminolog:29,tese:2,tesh:59,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,26,27,28,30,31,33,37,40,41,42,51,53,54,56,57,61],test_all_data_in_one_period:[47,53,58,59,60],test_data:61,test_fcgrad:38,test_gpuprofil:40,test_layergrad:38,test_list:[3,29,53,56],test_part_000:60,test_pass:[42,43,45,61],test_period:[42,43,45],test_ratio:58,test_wait:[42,43],testa:16,testb:16,testbilinearfwdbwd:40,testconfig:38,tester:[58,61],testfcgrad:38,testfclay:38,testlayergrad:38,testmodel_list:42,testq:16,testresult:15,testsave_dir:42,testutil:38,text1:24,text:[2,3,8,10,13,16,31,36,46,51,55,56,58,60],text_conv:56,text_conv_pool:58,text_fil:[13,60],tflop:40,tgz:[13,30],than:[3,5,7,8,9,10,17,22,30,31,36,38,41,46,54,59,60,61],thank:[0,51,61],thei:[3,16,17,21,24,29,31,36,38,40,41,42,46,54,60],them:[2,3,10,16,17,22,27,29,31,36,40,42,43,46,53,54,56,58,60,61],theori:40,therefor:30,therein:9,therun:54,thi:[2,3,7,8,9,10,11,13,15,16,17,20,21,22,27,29,30,31,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],thing:[3,29,36,37,40,58,59],think:16,third:[9,17,40,54,60],those:[17,54,59],thought:40,thread:[38,40,43,45,58,59,60,61],thread_local_rand_use_global_se:[42,43],threadid:45,threadloc:40,three:[3,8,9,17,27,29,36,43,52,54,60,61],threshold:[7,8,17,20,43,60],thriller:57,through:[5,9,17,20,36,38,40,41,51,52,53,60,61],throughout:56,throughput:40,thu:[3,9,29,38,46,61],tier:47,tight:30,time:[3,9,10,12,13,16,17,20,27,29,36,40,43,45,47,56,57,59,60,61],timelin:[9,40],timeo:46,timeout:[17,20],timer:30,timestamp:[9,18,57],timestep:[3,9],titil:58,titl:[13,37,57,58],tls:23,tmall:60,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,36],token:[8,9,16,36,51,60,61],too:[13,31,33],tool:[31,36,37,46,60],toolchain:30,toolkit:[30,33],top:[8,54,59],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,53],total:[8,15,17,27,40,41,47,51,61],total_pass:27,touch:60,tourism:60,tourist:61,toward:29,tra:61,track:[17,20],tractabl:9,tradesman:57,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,21,36,38,39,40,42,48,49,54],train_conf:[51,61],train_config_dir:46,train_data:61,train_id:46,train_list:[3,29,53,54,56],train_part_000:60,trainabl:9,traindot_period:42,trainer:[3,5,16,18,19,20,29,38,41,43,45,52,56,59,60,61],trainer_config:[2,3,29,41,46,47,56,58,60],trainer_config_help:[3,29,38,53,56,58],trainer_count:[42,43,45,46,47,58,59,60,61],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[43,46],trainer_mem:22,trainer_packag:22,trainerintern:[56,58,61],training_machin:52,trainingtest_period:42,trainonedatabatch:52,tran:[38,43],trane:3,transact:[17,20,60],transfer:[2,3],transform:[9,36,38,52,53,56,59],transform_param_attr:10,translat:[9,10,29,51,58,60,61],transpar:41,transport:43,transpos:[9,38,52],transposedfullmatrixproject:9,travel:3,travi:[30,37],treat:[9,21,36],treatment:21,tree:[9,37,43,61],trg:61,trg_dict:36,trg_dict_path:36,trg_embed:36,trg_id:36,trg_ids_next:36,triain:2,tricki:25,trivial:3,trn:56,truck:53,true_imag:27,true_label:27,true_read:27,truth:[8,9,56,61],tst:56,tune:[7,39,56,58,61],tuninglog_barrier_abstract:42,tupl:[3,9,13,15,27],ture:9,turn:[9,27,52],tutori:[31,36,37,38,40,41,46,47,48,49,54,56],tweet:60,twelv:61,twitter:60,two:[2,3,9,10,16,21,22,24,27,29,31,36,40,41,45,46,51,52,53,54,56,58,59,60,61],txt:[3,22,24,38,41,46,56,58,60],type:[3,8,9,10,12,13,15,16,17,20,22,23,24,25,26,27,29,31,36,38,43,45,46,47,53,54,56,58,59],type_nam:58,typedef:[21,25,26],typic:[5,8,31,40,60],ubuntu:[28,33],ubyt:27,uci:13,ufldl:9,uid:47,uint32:23,uint64:25,uint64_t:25,unawar:21,unbalanc:43,unbound:36,unconstrain:60,under:[20,29,30,31,46,57,60],underli:29,understand:[31,40,51,53,60],understudi:61,undeterminist:40,unemploi:57,unexist:59,uniform:[7,9,13,19,27,43,52],uniqu:[16,17,22,37,43,46],unique_ptr:38,unit:[9,10,29,30,31,36,37,59],unittest:26,unittestcheckgrad_ep:42,univ:61,unix:41,unk:[51,61],unk_idx:[56,59],unknown:9,unlabel:60,unlik:[59,60,61],unseg:9,unsup:60,unsupbow:60,until:[17,21,41,46,59],unus:58,unzip:58,updat:[7,9,17,20,21,23,30,38,41,43,45,60],update_equ:15,updatecallback:38,updatestack:46,upload:[17,22,23],upon:[0,59],upstream:37,uri:46,url:[13,33,60],urls_neg:60,urls_po:60,urls_unsup:60,usag:[2,3,8,9,10,13,15,29,40,51,52,58],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,29,30,31,32,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],use_global_stat:9,use_gpu:[42,43,45,47,52,53,54,56,58,59,60,61],use_jpeg:53,use_old_updat:[42,43],use_seq:[29,58],use_seq_or_not:58,used:[2,3,5,8,9,10,11,12,13,15,16,17,27,29,32,33,36,38,40,41,42,43,45,46,51,53,54,56,58,59,60,61],useful:[2,3,9,10,36,38,45,56,59,60],usegpu:[38,52],useless:41,user:[2,3,7,9,10,13,15,16,19,20,22,24,27,29,31,37,41,42,43,46,54,56,59],user_featur:58,user_head:58,user_id:58,user_info:13,user_meta:58,user_nam:[19,58],usercert:19,userid:57,userinfo:13,userkei:19,usernam:[19,37],uses:[3,17,36,37,38,43,46,53,54,56,58,61],using:[2,3,5,7,9,10,13,16,17,20,21,22,24,27,29,31,36,37,38,40,43,45,46,47,51,52,53,54,56,59,60],usr:[30,41,43,46],usrdict:51,usrmodel:51,usual:[9,13,15,22,29,30,40,43,45,46,60],utf:51,util:[5,30,36,38,40,53,58,60],uuid:18,v28:9,valid:[27,46,54,60],valu:[3,5,7,8,9,11,12,13,15,17,29,36,38,43,45,46,52,53,54,59,60],value1:43,value2:43,value_printer_evalu:8,value_rang:13,vanilla:36,vanish:60,vari:[40,46],variabl:[3,9,13,16,29,30,33,38,41,46,47,60],varianc:[9,54],variant:31,vast:37,vector:[3,9,10,13,16,21,36,38,51,56,58,60,61],vectorenable_parallel_vector:42,verb:[13,59],verbos:24,veri:[3,9,12,20,36,40,53,56,60],verifi:[37,38],versa:30,version:[9,10,22,24,28,30,31,33,38,40,41,42,43,46,47,51,53,57,59,60,61],versu:16,vertic:[9,54],vgg:[10,53],vgg_16_cifar:53,via:[17,27,30,40,41,46,56],vice:30,view:9,vim:37,virtual:31,virtualenv:58,visibl:31,vision:53,visipedia:53,visual:[9,31,40],viterbi:59,voc_dim:56,vocab:60,volum:[31,47],volumemount:[46,47],volumn:46,voluntarili:57,vutbr:13,wai:[3,9,10,16,21,29,31,36,38,41,45,58,59,61],wait:[11,17,21,43],walk:[5,52],wall:59,want:[3,9,10,16,22,27,29,30,31,38,43,45,51,54,56,58,59,60],war:57,warn:[9,24],warp:[9,40],watch:17,wbia:[46,54],web:31,websit:[53,56,59,60],wei:[59,60],weight:[8,9,10,11,36,38,43,45,53,54],weight_act:10,weightlist:38,weights_:38,weights_t:38,welcom:[58,60],well:[22,31,38,43,46,53,56],west:46,western:57,wether:9,what:[7,9,10,11,29,41,56,58],wheel:30,when:[2,3,7,8,9,13,15,17,20,21,22,24,33,36,37,38,40,43,45,46,47,51,52,53,59,60,61],whenev:58,where:[3,9,10,11,16,17,29,36,38,40,41,43,45,51,54,59,61],wherea:20,whether:[8,9,10,27,38,43,52,53,58,60,61],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,21,22,27,29,33,36,38,40,41,43,45,46,52,53,54,56,57,58,59,60,61],whichev:52,whl:30,who:[51,54,57],whoever:21,whole:[3,8,13,25,26,46,47,56,57,58,61],whole_cont:58,whose:[3,9,13,17,36,58,59],why:[10,26],wide:59,width:[8,9,13,25,27,38,53,61],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,31,60],wise:9,with_avx:31,with_avxcompil:30,with_coveragecompil:30,with_doccompil:30,with_doubl:38,with_doublecompil:30,with_dsocompil:30,with_gpu:31,with_gpucompil:30,with_profil:40,with_profilercompil:30,with_pythoncompil:30,with_rdmacompil:30,with_style_checkcompil:30,with_swig_pycompil:30,with_test:31,with_testingcompil:30,with_tim:40,with_timercompil:30,within:[9,20,29],without:[8,9,17,21,27,41,60],wmt14:61,wmt14_data:61,wmt14_model:61,wmt:61,wmt_shrinked_data:13,woboq:31,won:[40,54],wonder:3,word2vec:22,word:[3,8,9,13,36,45,55,58,59,60,61],word_dict:[56,59],word_dim:56,word_id:3,word_idx:13,word_slot:59,word_vector:56,word_vector_dim:[9,36,51],words_freq_sort:13,work:[3,5,13,16,17,27,30,36,37,38,40,41,43,46,47,56,58],worker:46,workercount:46,workflow:[31,37,46],workspac:[31,43,58],worri:29,wors:52,would:[15,17,27,31,41,46,52,56,59],wrap:59,wrapper:[10,40],writ:58,write:[3,13,16,17,27,31,36,37,39,41,46,53,58,59,61],write_lock:18,writelin:29,writer:[16,57],written:[58,60],wrong:[3,27],wsize:46,wsj:59,www:[9,13,53,61],x64:30,xarg:38,xgbe0:43,xgbe1:43,xiaojun:60,xrang:[27,29,38],xxbow:60,xxx:[16,54,61],xxxx:18,xxxxxxxxx:46,xxxxxxxxxx:46,xxxxxxxxxxxxx:46,xxxxxxxxxxxxxxxxxxx:46,xzf:30,y_i:9,y_predict:29,yaml:[46,58],yancey1989:22,yann:13,year:57,yeild:[15,53],yield:[3,13,16,19,27,29,36,56,58,59,60],you:[2,3,5,7,9,10,22,29,30,31,33,36,37,38,40,41,43,45,46,51,52,53,54,56,58,59,60,61],your:[3,9,16,22,24,30,31,38,40,41,45,46,56,60],your_access_key_id:46,your_secrete_access_kei:46,your_source_root:26,yum:30,yuyang18:[10,13],zachari:60,zeng:60,zero:[3,7,9,11,13,17,38,43,46,56],zhidao:51,zhou:[59,60],zip:[13,57],zone:46,zxvf:46},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","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","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":25,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":25,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":25,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4ec5\u4ec5\u4f7f\u7528void":25,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":26,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":23,"\u5206\u652f\u89c4\u8303":28,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":25,"\u539f\u56e0\u5217\u8868":25,"\u53c2\u8003\u6587\u6863":23,"\u540d\u8bcd\u89e3\u91ca":23,"\u57fa\u672c\u8981\u6c42":25,"\u5b9e\u73b0":25,"\u5b9e\u73b0\u65b9\u5f0f":26,"\u5bfc\u51fac":25,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":25,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":23,"\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":26,"\u672f\u8bed":18,"\u67b6\u6784\u56fe":23,"\u6846\u67b6\u751f\u6210":23,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u5757":23,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":26,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u751f\u6210sparse\u6587\u4ef6":23,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":23,"\u76ee\u5f55\u7ed3\u6784":26,"\u76ee\u6807":23,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":25,"\u7c7b":25,"\u7f16\u8bd1\u9009\u9879":26,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u80cc\u666f":25,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":23,"\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":25,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":28,"case":45,"class":38,"filemanager\u8bbe\u8ba1\u6587\u6863":23,"function":51,"new":38,"paddle\u52a8\u6001\u5e93\u4e2d":25,"paddle\u53d1\u884c\u89c4\u8303":28,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":28,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":25,"return":27,AWS:46,Abs:6,DNS:46,EFS:46,For:47,KMS:46,The:21,Use:[45,47],Using:[21,31,37],With:[22,31],about:0,access:46,account:46,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:46,address:46,addto:9,adversari:52,aggreg:9,algorithm:[17,56],analysi:60,api:[1,4,26,31],appendix:56,applic:4,approach:40,architectur:[36,56],argument:[24,27,42,45,56],asset:46,associ:46,async:43,attent:36,attribut:7,auc:8,avg:12,aws:46,background:29,base:22,basepool:12,batch:27,batch_norm:9,batch_siz:27,beam_search:9,between:16,bidirect:60,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:61,block_expand:9,book:31,brelu:6,bucket:46,build:[30,32,47],built:40,cach:3,capi:26,capi_priv:26,cento:30,check:[9,38,41],checkpoint:[17,18],chines:51,choos:46,chunk:8,cifar:13,classif:[8,53],classification_error:8,classification_error_print:8,client:21,clone:37,cloudform:46,cluster:[41,45,46],code:[22,37],column_sum:8,command:[44,45,56,61],commit:[37,47],common:43,commun:43,compos:27,concat:9,concept:46,config:[4,45,58,59],configur:[14,36,39,41,46,56,58],conll05:13,connect:9,contain:[31,47],content:[26,40,46],context_project:9,contribut:37,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[53,56],core:46,cos_sim:9,cost:9,cpu:[31,45],creat:[27,37,46,47],creation:20,creator:27,credenti:46,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:27,dat:57,data:[9,13,17,27,29,36,46,47,51,52,53,56,58,59,60,61],datafeed:13,dataprovid:[3,4,43],dataset:[13,17,20,57,58,61],datatyp:13,date:37,debian:33,decayedadagrad:11,decor:27,defin:[46,56,60,61],delet:46,delv:53,demo:46,depend:30,deploi:22,deriv:38,descript:[24,43,52,57,59],design:[16,17,20,21,27],destroi:46,detail:[43,53],develop:[31,39],devic:45,dictionari:[27,51],differ:45,directori:46,dispatch:[17,20],distribut:[16,17,22,41,43,46],doc:[16,17,20,21,27],docker:[22,31,47],document:[31,50],dotmul_oper:9,dotmul_project:9,down:46,download:[30,46,47,51,54,58,61],dropout_lay:10,dylib:26,dynam:17,ec2:46,elast:46,embed:[9,51,56],entri:27,environ:22,eos:9,equat:38,evalu:[8,29,58],evalutaion:61,event:[15,16],exampl:[16,26,51,52],exercis:53,exp:6,expand:9,extern:46,extract:[51,54,58,61],fault:17,featur:[54,57,58,59],field:58,file:[46,47,56,57,58],find:46,first_seq:9,fork:37,format:[17,56],from:[16,30,32],full_matrix_project:9,fulli:9,gan:52,gate:36,gener:[36,52,61],get:[34,47],get_output:9,github:37,gpu:[31,40,43,45],gradient:[21,38],gradient_print:8,group:[9,46],gru:[10,43],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:33,hand:40,handler:[16,25],hook:37,how:[27,39,40],hsigmoid:9,huber_cost:9,iam:46,ident:6,identity_project:9,imag:[9,10,22,31,47,53],imagenet:54,imdb:[13,60],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[27,38,52],infer:[15,56],info:54,ingredi:16,ingress:23,init_hook:3,initi:[21,45,46],input_typ:3,inspect:46,instal:[30,32,33,46,56],instanc:46,integr:46,interfac:[13,17,21,27,54],interpol:9,introduct:[2,51,54,60,61],isn:27,job:[17,22,41,46,47],join:9,keep:37,kei:46,kill:41,kube:46,kubectl:46,kubernet:[22,46,47],label:59,lambda_cost:9,last_seq:9,lastest:37,launch:41,layer:[9,16,38,45],libpaddle_capi_shar:26,libpaddle_capi_whol:26,librari:21,line:[44,56],linear:[6,29],linear_comb:9,list:[18,27],local:[45,46],log:[6,56],logic:20,logist:56,lstm:[10,43,59,60],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:27,master:[17,20,22],math:9,matrix:43,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:58,mini:27,minibatch:13,misc:10,mix:[9,45],mnist:[13,52],model:[3,4,14,16,21,29,31,35,36,41,45,51,52,53,54,55,56,61],modifi:47,momentum:11,movi:[57,58],movielen:[13,57,58],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:27,name:46,nce:9,need:[27,40],network:[10,36,45,52,53,54,56,58,59],neural:[36,53,56,58,59],neuralnetwork:29,nlp:[10,43],non:3,norm:9,nvprof:40,nvvp:40,object:[17,58],observ:[51,54],onli:[27,31],optim:[11,17,21,39,56],option:[24,30,51],order:24,outlin:42,output:[41,46],overview:56,packag:33,pad:9,paddl:[27,28,47],paddlejob:22,paddlepaddl:[16,31,32,46,50,51,61],pair:46,parallel_nn:45,paramet:[7,15,16,17,21,22,43,44,46,51,54],paraphras:51,partit:21,pass:45,path:24,perform:[40,43],persist:20,pfsclient:[23,24],pfsserver:23,pnpair:8,point:46,pool:[9,12],power:9,pre:37,precision_recal:8,predict:[5,53,54,58,59,60],prefetch:27,prepar:[29,36,41,46,51,52,53,58,60,61],preprocess:[51,53,56,58,61],prerequisit:41,pretrain:[51,61],print:8,privat:46,problem:29,process:[17,21,22],profil:40,provid:[3,27,56,58,59],pull:37,push:37,pydataprovider2:3,python:[5,22,27,31,38,54,56,58],queue:[17,20],quick:56,randomnumb:43,rank:8,rank_cost:9,rat:58,rate:57,reader:[13,16,27],recoveri:17,recurr:[9,10,36,56],recurrent_group:9,refer:[3,40,59,60],region:46,regress:[29,56,58],regular:21,relu:6,render:46,repeat:9,request:37,requir:[30,37],reshap:9,resnet:54,result:[41,47,61],retri:20,revis:[37,51],rmsprop:11,rnn:[35,36,43],role:59,rotat:9,route53:46,run:[41,47,59],runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:47,secur:46,select:21,selective_fc:9,semant:59,sentiment:[13,60],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:36,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,21,22,43,46],servic:46,set:44,setup:[30,46],sgd:43,share:16,shuffl:27,sigmoid:6,simpl:[29,36],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:27,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[30,32],span:30,spars:[21,45],specifi:[45,51],split:58,spp:9,squar:6,squarerootn:12,stack:60,standard:56,stanh:6,start:[16,34,46,47,56],startup:47,store:17,structur:52,subcommond:24,submit:22,suffici:27,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:56,synopsi:24,system:46,tabl:26,table_project:9,take:27,tanh:6,task:[17,20],tear:46,templat:46,tensor:9,test:[38,43,45,58,59,60],text:61,text_conv_pool:10,timer:40,tip:40,todo:[18,19],toi:52,toler:17,tool:40,train:[15,16,17,22,27,29,31,41,43,45,46,47,51,52,53,56,58,59,60,61],trainer:[15,17,21,22,46,58],tran:9,trans_full_matrix_project:9,transfer:56,tune:[40,43],tutori:[51,53,55,59,60,61],ubuntu:30,uci_h:13,unit:[38,43],updat:[16,37,46],usag:[27,31,39],use:27,user:[17,51,57,58,60,61],util:8,value_print:8,vector:43,verifi:46,version:37,vgg_16_network:10,visual:54,volum:46,vpc:46,warp_ctc:9,what:40,why:[27,40],wmt14:13,word:[51,56],work:31,workflow:61,workspac:41,wrapper:38,write:[38,56],yaml:47,your:37,zoo:[54,55]}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/design/file_manager/README.md.txt b/develop/doc_cn/_sources/design/file_manager/README.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df10d801e568834729f902aace483d033340e2d --- /dev/null +++ b/develop/doc_cn/_sources/design/file_manager/README.md.txt @@ -0,0 +1,87 @@ +# FileManager设计文档 +## 目标 +在本文档中,我们设计说明了名为FileManager系统,方便用户上传自己的训练数据以进行分布式训练 + +主要功能包括: + +- 提供常用的命令行管理命令管理文件和目录 +- 支持大文件的断点上传、下载 + +## 名词解释 +- PFS:是`Paddlepaddle cloud File System`的缩写,是对用户文件存储空间的抽象,与之相对的是local filesystem。目前我们用CephFS来搭建。 +- [CephFS](http://docs.ceph.com/docs/master/cephfs/):一个POSIX兼容的文件系统。 +- Chunk:逻辑划上文件分块的单位。 + +## 模块 +### 架构图 + + +### PFSClient +- 功能: 详细设计[link](./pfs/pfsclient.md) + - 提供用户管理文件的命令 + - 需要可以跨平台执行 + +- 双向验证 + PFSClient需要和Ingress之间做双向验证[tls](#tls),所以用户需要首先在`cloud.paddlepaddle.org`上注册一下,申请用户空间,并且把系统生成的CA(certificate authority)、Key、CRT(CA signed certificate)下载到本地,然后才能使用PFSClient。 + +### [Ingress](https://kubernetes.io/docs/concepts/services-networking/ingress/) +- 功能: + 提供七层协议的反向代理、基于粘性会话的负载均衡功能。 + +- 透传用户身份的办法 + Ingress需要把PFSClient的身份信息传给PFSServer,配置的方法参考[link](http://www.integralist.co.uk/posts/clientcertauth.html#3) + +### PFSServer +PFSServer提供RESTful API接口,接收处理PFSClient端的文件管理请求,并且把结果返回PFSClient端。 + +RESTful API + +- /api/v1/files + - `GET /api/v1/files`: Get metadata of files or directories. + - `POST /api/v1/files`: Create files or directories. + - `PATCH /api/v1/files`: Update files or directories. + - `DELETE /api/v1/files`: Delete files or directories. + +- /api/v1/file/chunks + - `GET /api/v1/storage/file/chunks`: Get chunks's metadata of a file. + +- /api/v1/storage/files + - `GET /api/v1/storage/files`: Download files or directories. + - `POST /api/v1/storage/files`: Upload files or directories. + +- /api/v1/storage/file/chunks + - `GET /api/v1/storage/file/chunks`: Download chunks's data. + - `POST /api/v1/storage/file/chunks`: Upload chunks's data. + +## 文件传输优化 + +### 分块文件传输 +用户文件可能是比较大的,上传到Cloud或者下载到本地的时间可能比较长,而且在传输的过程中也可能出现网络不稳定的情况。为了应对以上的问题,我们提出了Chunk的概念,一个Chunk由所在的文件偏移、数据、数据长度及校验值组成。文件的上传和下载都是通过对Chunk的操作来实现的。由于Chunk比较小(默认256K),完成一个传输动作完成的时间也比较短,不容易出错。PFSClient需要在传输完毕最后一个Chunk的时候检查destination文件的MD5值是否和source文件一致。 + +一个典型的Chunk如下所示: + +``` +type Chunk struct { + fileOffset int64 + checksum uint32 + len uint32 + data []byte +} +``` + +### 生成sparse文件 +当destination文件不存在或者大小和source文件不一致时,可以用[Fallocate](https://Go.org/pkg/syscall/#Fallocate)生成sparse文件,然后就可以并发写入多个Chunk。 + +### 覆盖不一致的部分 +文件传输的的关键在于需要PFSClient端对比source和destination的文件Chunks的checksum是否保持一致,不一致的由PFSClient下载或者传输Chunk完成。这样已经传输成功的部分就不用重新传输了。 + +## 用户使用流程 +参考[link](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/cluster_train/data_dispatch.md) + +## 框架生成 +用[swagger](https://github.com/swagger-api/swagger-codegen)生成PFSClient和PFSServer的框架部分,以便我们可以把更多的精力放到逻辑本身上。 + +## 参考文档 +- [TLS complete guide](https://github.com/k8sp/tls/blob/master/tls.md) +- [aws.s3](http://docs.aws.amazon.com/cli/latest/reference/s3/) +- [linux man document](https://linux.die.net/man/) diff --git a/develop/doc_cn/_sources/design/file_manager/pfs/pfsclient.md.txt b/develop/doc_cn/_sources/design/file_manager/pfs/pfsclient.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..56bc70c54bbc92b78d66e04fb495b1300cf8ebe0 --- /dev/null +++ b/develop/doc_cn/_sources/design/file_manager/pfs/pfsclient.md.txt @@ -0,0 +1,129 @@ +# PFSClient + +## Description +The `pfs` command is a Command Line Interface to manage your files on PaddlePaddle Cloud + +## Synopsis +``` +paddle [options] pfs [parameters] +``` + +## Options +``` +--profile (string) + Use a specific profile from your credential file. + +--help (string) + Display more information about command + +--version + Output version information and exit + +--debug + Show detailed debugging log + +--only-show-errors (boolean) + Only errors and warnings are displayed. All other output is suppressed. +``` + +## Path Arguments +When using a command, we need to specify path arguments. There are two path argument type: `localpath` and `pfspath`. + +A `pfspath` begin with `/pfs`, eg: `/pfs/$DATACENTER/home/$USER/folder`. + +[Here](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/cluster_train/data_dispatch.md#上传训练文件) is how to config datacenters. + +## order of Path Arguments +Commonly, if there are two path arguments, the first is the source, and the second is the destination. + +## Subcommonds +- rm - remove files or directories + +``` +Synopsis: + rm [-r] [-v] ... + +Options: + -r + Remove directories and their contents recursively + -v + Cause rm to be verbose, showing files after they are removed. + +Examples: + paddle pfs rm /pfs/$DATACENTER/home/$USER/file + paddle pfs rm -r /pfs/$DATACENTER/home/$USER/folder +``` +- mv - move (rename) files + +``` +Synopsis: + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + mv [-f | -n] [-v] + mv [-f | -n] [-v] ... + +Options: + -f + Do not prompt for confirmation before overwriting the destination path. (The -f option overrides previous -n options.) + -n + Do not overwrite an existing file. (The -n option overrides previous -f options.) + -v + Cause mv to be verbose, showing files after they are moved. + +Examples: + paddle pfs mv ./text1.txt /pfs/$DATACENTER/home/$USER/text1.txt +``` +- cp - copy files or directories + +``` +Synopsis: + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + cp [-r] [-f | -n] [-v] [--preserve--links] + cp [-r] [-f | -n] [-v] [--preserve--links] ... + +Options: + -r + Copy directories recursively + -f + Do not prompt for confirmation before overwriting the destination path. (The -f option overrides previous -n options.) + -n + Do not overwrite an existing file. (The -n option overrides previous -f options.) + -v + Cause cp to be verbose, showing files after they are copied. + --preserve--links + Reserve links when copy links + +Examples: + paddle pfs cp ./file /pfs/$DATACENTER/home/$USER/file + paddle pfs cp /pfs/$DATACENTER/home/$USER/file ./file +``` +- ls- list files + +``` +Synopsis: + ls [-r] ... + +Options: + -R + List directory(ies) recursively + +Examples: + paddle pfs ls /pfs/$DATACENTER/home/$USER/file + paddle pfs ls /pfs/$DATACENTER/home/$USER/folder +``` + +- mkdir - mkdir directory(ies) +Create intermediate directory(ies) as required. + +``` +Synopsis: + mkdir ... + +Examples: + paddle pfs mkdir /pfs/$DATACENTER/home/$USER/folder +``` diff --git a/develop/doc_cn/design/cluster_train/data_dispatch.html b/develop/doc_cn/design/cluster_train/data_dispatch.html index 3466748396ccf9bd2238922cb30ec58657deb469..72f7625dce5d6d9b3a5ddf80dbde0bf2a587ecd2 100644 --- a/develop/doc_cn/design/cluster_train/data_dispatch.html +++ b/develop/doc_cn/design/cluster_train/data_dispatch.html @@ -204,7 +204,7 @@

    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。
    • +
    • 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
      diff --git a/develop/doc_cn/design/file_manager/README.html b/develop/doc_cn/design/file_manager/README.html new file mode 100644 index 0000000000000000000000000000000000000000..7beba095b2a84c1fac4207695bbfee2a197764a6 --- /dev/null +++ b/develop/doc_cn/design/file_manager/README.html @@ -0,0 +1,357 @@ + + + + + + + + + + + FileManager设计文档 — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + + + +
      + + + + + + + + + + + +
      +
        + +
      • FileManager设计文档
      • +
      +
      + +
      +
      +
      +
      + +
      +

      FileManager设计文档

      +
      +

      目标

      +

      在本文档中,我们设计说明了名为FileManager系统,方便用户上传自己的训练数据以进行分布式训练

      +

      主要功能包括:

      +
        +
      • 提供常用的命令行管理命令管理文件和目录
      • +
      • 支持大文件的断点上传、下载
      • +
      +
      +
      +

      名词解释

      +
        +
      • PFS:是Paddlepaddle cloud File System的缩写,是对用户文件存储空间的抽象,与之相对的是local filesystem。目前我们用CephFS来搭建。
      • +
      • CephFS:一个POSIX兼容的文件系统。
      • +
      • Chunk:逻辑划上文件分块的单位。
      • +
      +
      +
      +

      模块

      +
      +

      架构图

      +

      +
      +
      +

      PFSClient

      +
        +
      • 功能: 详细设计link
          +
        • 提供用户管理文件的命令
        • +
        • 需要可以跨平台执行
        • +
        +
      • +
      • 双向验证PFSClient需要和Ingress之间做双向验证tls,所以用户需要首先在cloud.paddlepaddle.org上注册一下,申请用户空间,并且把系统生成的CA(certificate authority)、Key、CRT(CA signed certificate)下载到本地,然后才能使用PFSClient。
      • +
      +
      +
      +

      Ingress

      +
        +
      • 功能:提供七层协议的反向代理、基于粘性会话的负载均衡功能。
      • +
      • 透传用户身份的办法Ingress需要把PFSClient的身份信息传给PFSServer,配置的方法参考link
      • +
      +
      +
      +

      PFSServer

      +

      PFSServer提供RESTful API接口,接收处理PFSClient端的文件管理请求,并且把结果返回PFSClient端。

      +

      RESTful API

      +
        +
      • /api/v1/files
          +
        • GET /api/v1/files: Get metadata of files or directories.
        • +
        • POST /api/v1/files: Create files or directories.
        • +
        • PATCH /api/v1/files: Update files or directories.
        • +
        • DELETE /api/v1/files: Delete files or directories.
        • +
        +
      • +
      • /api/v1/file/chunks
          +
        • GET /api/v1/storage/file/chunks: Get chunks’s metadata of a file.
        • +
        +
      • +
      • /api/v1/storage/files
          +
        • GET /api/v1/storage/files: Download files or directories.
        • +
        • POST /api/v1/storage/files: Upload files or directories.
        • +
        +
      • +
      • /api/v1/storage/file/chunks
          +
        • GET /api/v1/storage/file/chunks: Download chunks’s data.
        • +
        • POST /api/v1/storage/file/chunks: Upload chunks’s data.
        • +
        +
      • +
      +
      +
      +
      +

      文件传输优化

      +
      +

      分块文件传输

      +

      用户文件可能是比较大的,上传到Cloud或者下载到本地的时间可能比较长,而且在传输的过程中也可能出现网络不稳定的情况。为了应对以上的问题,我们提出了Chunk的概念,一个Chunk由所在的文件偏移、数据、数据长度及校验值组成。文件的上传和下载都是通过对Chunk的操作来实现的。由于Chunk比较小(默认256K),完成一个传输动作完成的时间也比较短,不容易出错。PFSClient需要在传输完毕最后一个Chunk的时候检查destination文件的MD5值是否和source文件一致。

      +

      一个典型的Chunk如下所示:

      +
      type Chunk struct {
      +    fileOffset int64
      +    checksum uint32
      +    len     uint32
      +    data    []byte
      +}
      +
      +
      +
      +
      +

      生成sparse文件

      +

      当destination文件不存在或者大小和source文件不一致时,可以用Fallocate生成sparse文件,然后就可以并发写入多个Chunk。

      +
      +
      +

      覆盖不一致的部分

      +

      文件传输的的关键在于需要PFSClient端对比source和destination的文件Chunks的checksum是否保持一致,不一致的由PFSClient下载或者传输Chunk完成。这样已经传输成功的部分就不用重新传输了。

      +
      +
      +
      +

      用户使用流程

      +

      参考link

      +
      +
      +

      框架生成

      +

      swagger生成PFSClient和PFSServer的框架部分,以便我们可以把更多的精力放到逻辑本身上。

      +
      + +
      + + +
      +
      +
      + + +
      + +
      +

      + © Copyright 2016, PaddlePaddle developers. + +

      +
      + Built with Sphinx using a theme provided by Read the Docs. + +
      + +
      +
      + +
      + +
      + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/design/file_manager/pfs/pfsclient.html b/develop/doc_cn/design/file_manager/pfs/pfsclient.html new file mode 100644 index 0000000000000000000000000000000000000000..ef692c3eadc89bee52ba2b7c183d2d5aba715480 --- /dev/null +++ b/develop/doc_cn/design/file_manager/pfs/pfsclient.html @@ -0,0 +1,383 @@ + + + + + + + + + + + PFSClient — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + + + +
      + + + + + + + + + + + +
      +
        + +
      • PFSClient
      • +
      +
      + +
      +
      +
      +
      + +
      +

      PFSClient

      +
      +

      Description

      +

      The pfs command is a Command Line Interface to manage your files on PaddlePaddle Cloud

      +
      +
      +

      Synopsis

      +
      paddle [options] pfs <subcommand> [parameters]
      +
      +
      +
      +
      +

      Options

      +
      --profile (string)
      +    Use a specific profile from your credential file.
      +
      +--help (string)
      +    Display more information about command
      +
      +--version
      +    Output version information and exit
      +
      +--debug
      +    Show detailed debugging log 
      +    
      +--only-show-errors (boolean) 
      +    Only errors and warnings are displayed. All other output is suppressed.
      +
      +
      +
      +
      +

      Path Arguments

      +

      When using a command, we need to specify path arguments. There are two path argument type: localpath and pfspath.

      +

      A pfspath begin with /pfs, eg: /pfs/$DATACENTER/home/$USER/folder.

      +

      Here is how to config datacenters.

      +
      +
      +

      order of Path Arguments

      +

      Commonly, if there are two path arguments, the first is the source, and the second is the destination.

      +
      +
      +

      Subcommonds

      +
        +
      • rm - remove files or directories
      • +
      +
      Synopsis:
      +    rm [-r] [-v] <PFSPath> ...
      +
      +Options:
      +    -r 
      +        Remove directories and their contents recursively 
      +    -v      
      +        Cause rm to be verbose, showing files after they are removed.
      +    
      +Examples:
      +    paddle pfs rm /pfs/$DATACENTER/home/$USER/file
      +    paddle pfs rm -r /pfs/$DATACENTER/home/$USER/folder
      +
      +
      +
        +
      • mv - move (rename) files
      • +
      +
      Synopsis:
      +    mv [-f | -n] [-v] <LocalPath> <PFSPath>
      +    mv [-f | -n] [-v] <LocalPath> ... <PFSPath>
      +    mv [-f | -n] [-v] <PFSPath> <LocalPath> 
      +    mv [-f | -n] [-v] <PFSPath> ... <LocalPath> 
      +    mv [-f | -n] [-v] <PFSPath> <PFSPath> 
      +    mv [-f | -n] [-v] <PFSPath> ... <PFSPath> 
      +    
      +Options:
      +    -f      
      +        Do not prompt for confirmation before overwriting the destination path.  (The -f option overrides previous -n options.)
      +    -n      
      +        Do not overwrite an existing file.  (The -n option overrides previous -f options.)
      +    -v      
      +        Cause mv to be verbose, showing files after they are moved.
      +        
      +Examples:
      +    paddle pfs mv ./text1.txt /pfs/$DATACENTER/home/$USER/text1.txt
      +
      +
      +
        +
      • cp - copy files or directories
      • +
      +
      Synopsis:
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <LocalPath> <PFSPath>
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <LocalPath> ... <PFSPath>
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> <LocalPath> 
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> ... <LocalPath>
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> <PFSPath> 
      +    cp [-r] [-f | -n] [-v] [--preserve--links] <PFSPath> ... <PFSPath>
      +
      +Options:
      +    -r
      +        Copy directories recursively
      +    -f      
      +        Do not prompt for confirmation before overwriting the destination path.  (The -f option overrides previous -n options.)
      +    -n      
      +        Do not overwrite an existing file.  (The -n option overrides previous -f options.)
      +    -v      
      +        Cause cp to be verbose, showing files after they are copied.
      +    --preserve--links
      +       Reserve links when copy links
      +       
      +Examples:
      +    paddle pfs cp ./file /pfs/$DATACENTER/home/$USER/file
      +    paddle pfs cp /pfs/$DATACENTER/home/$USER/file ./file
      +
      +
      +
        +
      • ls- list files
      • +
      +
      Synopsis:
      +    ls [-r] <PFSPath> ...
      +    
      +Options:
      +    -R
      +        List directory(ies) recursively
      +
      +Examples:
      +    paddle pfs ls  /pfs/$DATACENTER/home/$USER/file
      +    paddle pfs ls  /pfs/$DATACENTER/home/$USER/folder
      +
      +
      +
        +
      • mkdir - mkdir directory(ies) +Create intermediate directory(ies) as required.
      • +
      +
      Synopsis:
      +    mkdir <PFSPath> ...
      +
      +Examples:
      +    paddle pfs mkdir  /pfs/$DATACENTER/home/$USER/folder
      +
      +
      +
      +
      + + +
      +
      +
      + + +
      + +
      +

      + © Copyright 2016, PaddlePaddle developers. + +

      +
      + Built with Sphinx using a theme provided by Read the Docs. + +
      + +
      +
      + +
      + +
      + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index 1667124f239a45e45a038218adb27dd1f2a04549..06b507fad813e1d20bedb6cbc9d1368826e2a2ff 100644 Binary files a/develop/doc_cn/objects.inv and b/develop/doc_cn/objects.inv differ diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index e43eedabb728e767465828f1c5c0756a3d43e751..37c891d276d1c1420d9c2da79a7e8a14f54bed56 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/cluster_train/pserver_client","design/cluster_train/submit-job","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/cluster_train/pserver_client.md","design/cluster_train/submit-job.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":65,"0005\u4e58\u4ee5batch":57,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":64,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":64,"000\u4e2atxt\u6587\u4ef6":64,"000\u4f4d\u7528\u6237\u5bf94":61,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":58,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":61,"000\u90e8\u7535\u5f71\u76841":61,"00186201e":5,"00m":44,"02595v1":9,"03m":44,"0424m":44,"0473v3":10,"05d":57,"0630u":44,"06u":44,"0810u":44,"08823112e":5,"0957m":44,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":47,"0\u5c42\u5e8f\u5217":35,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":64,"0ab":9,"0b1":32,"0rc1":[26,30],"0rc2":26,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":57,"10007_10":64,"10014_7":64,"100m":27,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":58,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":58,"101\u5c42\u7f51\u7edc\u6a21\u578b":58,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":57,"10\u6570\u636e\u96c6":57,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":57,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":57,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":57,"10g":22,"1150u":44,"11\u5b9e\u73b0\u4e86c":24,"11e6":51,"12194102e":5,"124n":44,"128\u7ef4\u548c256\u7ef4":56,"13m":51,"1490u":44,"14\u6570\u636e\u96c6":65,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":65,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":49,"152\u5c42\u7f51\u7edc\u6a21\u578b":58,"15501715e":5,"1550u":44,"15\u884c":36,"1636k":65,"16u":44,"173m":58,"173n":44,"1770u":44,"18\u5c81\u4ee5\u4e0b":61,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":51,"197u":44,"1\u7684\u5c42\u4e4b\u5916":49,"1\u7a00\u758f\u6570\u636e":41,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":49,"1\u9664\u4ee5batch":57,"1m\u6570\u636e\u96c6\u4e2d":62,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":62,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":57,"210u":44,"211839e770f7b538e2d8":10,"215n":44,"228u":44,"234m":58,"24\u5c81":61,"2520u":44,"25639710e":5,"25k":60,"2680u":44,"26\u884c":36,"27787406e":5,"279n":44,"27m":44,"285m":44,"2863m":44,"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":44,"2977m":44,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":65,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":27,"2\u4e2a\u6d6e\u70b9\u6570":28,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":52,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":49,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":52,"2nd":9,"302n":44,"30u":44,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":56,"32777140e":5,"328n":44,"32\u7ef4":56,"32u":44,"32x32":13,"331n":44,"3320u":44,"34\u5c81":61,"35\u65f6":65,"36540484e":5,"36u":44,"3710m":44,"3768m":44,"387u":44,"38u":44,"3920u":44,"39u":44,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":65,"3\u53f7gpu":27,"4035m":44,"4090u":44,"4096mb":47,"4279m":44,"43630644e":5,"43u":44,"448a5b355b84":51,"44\u5c81":61,"4560u":44,"4563m":44,"45u":44,"4650u":44,"4726m":44,"473m":51,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":61,"4gb":47,"500\u4e2atxt\u6587\u4ef6":64,"500m":27,"50\u5c42":58,"50\u5c42\u7f51\u7edc\u6a21\u578b":58,"51111044e":5,"514u":44,"525n":44,"526u":44,"53018653e":5,"536u":44,"5460u":44,"5470u":44,"54u":44,"55\u5c81":61,"55g":65,"5690m":44,"573u":44,"578n":44,"5798m":44,"586u":44,"58s":51,"5969m":44,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":56,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":32,"6080u":44,"6082v4":9,"6140u":44,"6305m":44,"639u":44,"64\u7ef4":56,"655u":44,"6780u":44,"6810u":44,"682u":44,"6970u":44,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":44,"6\u4e2a\u8282\u70b9":45,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":56,"704u":44,"70634608e":5,"7090u":44,"72296313e":5,"72u":44,"73u":44,"75u":44,"760u":44,"767u":44,"783n":44,"784u":44,"78m":44,"7eamaa":13,"7kb":51,"8250u":44,"8300u":44,"830n":44,"849m":44,"85625684e":5,"861u":44,"864k":65,"8661m":44,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":56,"877\u884c":56,"892m":44,"901n":44,"90u":44,"918u":44,"9247m":44,"924n":44,"9261m":44,"93137714e":5,"9330m":44,"94u":44,"9530m":44,"96644767e":5,"983m":44,"988u":44,"997u":44,"99982715e":5,"99m":58,"99u":44,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":51,"\u0233":28,"\u03b5":28,"\u4e00":36,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":28,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":57,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":50,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":51,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":38,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":57,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":38,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":38,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":38,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":64,"\u4e00\u4e2a\u6216\u591a\u4e2a":50,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":27,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":44,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":30,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":35,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":35,"\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":64,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":30,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":41,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":41,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":41,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":27,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":47,"\u4e00\u4e2alabel":36,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":39,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":63,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":60,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":50,"\u4e00\u4eba":36,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":38,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":62,"\u4e00\u65e9":36,"\u4e00\u662fbatch":27,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":45,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":50,"\u4e00\u6b21\u6027\u676f\u5b50":36,"\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":28,"\u4e00\u7bc7\u8bba\u6587":65,"\u4e00\u7ea7\u76ee\u5f55":[64,65],"\u4e00\u81f4":[35,36],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":26,"\u4e00\u822c\u4ece":40,"\u4e00\u822c\u5728paddlepaddle\u4e2d":36,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,28],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":27,"\u4e00\u822c\u6765\u8bf4":39,"\u4e00\u822c\u800c\u8a00":65,"\u4e00\u822c\u8868\u793a":36,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":60,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,33],"\u4e09\u7ea7\u76ee\u5f55":[64,65],"\u4e0a":40,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":63,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":64,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":36,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":52,"\u4e0a\u7f51":36,"\u4e0a\u8fd0\u884c":30,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":27,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":44,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":45,"\u4e0b":57,"\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":44,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":57,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":63,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":58,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":41,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":38,"\u4e0b\u6587\u4f7f\u7528":52,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":51,"\u4e0b\u6b21":36,"\u4e0b\u7684":52,"\u4e0b\u8868\u5c55\u793a\u4e86batch":58,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":51,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":32,"\u4e0b\u8f7d\u6570\u636e\u96c6":57,"\u4e0b\u8f7dwmt":65,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":44,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":62,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":50,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":24,"\u4e0b\u9762\u5217\u51fa\u4e86":39,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":41,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":52,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":57,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":57,"\u4e0b\u9762\u662fcifar":57,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":41,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":58,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":58,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":41,"\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":33,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":28,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":35,"\u4e0d":36,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":23,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":41,"\u4e0d\u4f7f\u7528c":23,"\u4e0d\u4f7f\u7528swig":23,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":65,"\u4e0d\u540c":63,"\u4e0d\u540c\u4e3b\u673a":50,"\u4e0d\u540c\u4ea7\u54c1":64,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":47,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":58,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":39,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":23,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":27,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":52,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,33],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":50,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":23,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":38,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":38,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":36,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":50,"\u4e0d\u5728":24,"\u4e0d\u5c11":36,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":23,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":23,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":38,"\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":65,"\u4e0d\u6307\u5b9a\u65f6":38,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":50,"\u4e0d\u652f\u6301":63,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,33],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":23,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":40,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":40,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":40,"\u4e0d\u8fc7":36,"\u4e0d\u8fdc":36,"\u4e0d\u9519":36,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":39,"\u4e0e":[52,56,65],"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":26,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":36,"\u4e0e\u53ef\u80fd\u6709\u7684":26,"\u4e0e\u5728":63,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":45,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":52,"\u4e0e\u7ffb\u8bd1":65,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":64,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":65,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":27,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":61,"\u4e0ejob":52,"\u4e0etime":61,"\u4e14":36,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":40,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,33],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":50,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":36,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":24,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":64,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":23,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":23,"\u4e24":36,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":45,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":42,"\u4e24\u4e2a\u5d4c\u5957\u7684":38,"\u4e24\u4e2a\u64cd\u4f5c":44,"\u4e24\u4e2a\u6587\u4ef6\u5939":57,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":63,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":36,"\u4e24\u4e2a\u90e8\u5206":42,"\u4e24\u79cd\u7c7b\u522b":60,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":60,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":27,"\u4e2a\u5355\u8bcd":65,"\u4e2a\u6027\u5316\u63a8\u8350":[26,59],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":62,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":47,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":47,"\u4e2d":[23,24,27,41,52,57,60,62,63,64],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":40,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":56,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":65,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":65,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":36,"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":60,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":65,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":40,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":40,"\u4e2d\u5b89\u88c5":45,"\u4e2d\u5b8c\u5168\u4e00\u81f4":23,"\u4e2d\u5b8c\u6210":64,"\u4e2d\u5b9a\u4e49":39,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":38,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":24,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":64,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":58,"\u4e2d\u6307\u5b9a":47,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":49,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":58,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":58,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":29,"\u4e2d\u6587\u6587\u6863":42,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":42,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":36,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":61,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":52,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":47,"\u4e2d\u7684":58,"\u4e2d\u7684\u4e00\u884c":[3,40],"\u4e2d\u7684\u5185\u5bb9":63,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":40,"\u4e2d\u7684\u63a5\u53e3":62,"\u4e2d\u7684\u6570\u636e":58,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":62,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":58,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":64,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":62,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":65,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":50,"\u4e2d\u7684\u7b2ci\u884c":65,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":61,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":64,"\u4e2d\u83b7\u53d6":52,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":45,"\u4e2d\u8bbe\u7f6e":45,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":45,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":41,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":27,"\u4e3a":[3,39],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":64,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":40,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":41,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":30,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":64,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":50,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":41,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":38,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":30,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":40,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":45,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":24,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":45,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":44,"\u4e3a\u4e86\u8fd8\u539f":28,"\u4e3a\u4f8b":60,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":45,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":60,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":27,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":44,"\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":56,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":45,"\u4e3a\u6b64":51,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":41,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":45,"\u4e3ajson\u6216yaml\u683c\u5f0f":62,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":41,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":47,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":33,"\u4e3b\u8981\u539f\u56e0":36,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":27,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":57,"\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":27,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":60,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":27,"\u4e3e\u4f8b":27,"\u4e3e\u4f8b\u8bf4\u660e":36,"\u4e4b\u524d":40,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":60,"\u4e4b\u540e":[28,33,41],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":45,"\u4e4b\u540e\u4f7f\u7528":41,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":41,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":41,"\u4e4b\u540e\u5b9a\u4e49\u7684":57,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":24,"\u4e4b\u95f4\u7684\u8ddd\u79bb":28,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":38,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":41,"\u4e58\u9664\u7b49\u65f6\u5019":27,"\u4e5d\u4e2a":63,"\u4e5f":36,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":38,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":24,"\u4e5f\u4e0d\u751f\u6210":24,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":40,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":50,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":30,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":38,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":44,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":52,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":60,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":50,"\u4e5f\u5c31\u662f":40,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":60,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":40,"\u4e5f\u5c31\u662f\u8bf4":[47,49,56],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":62,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":52,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":44,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":36,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":50,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":38,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":27,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":60,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":57,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":23,"\u4e7e":36,"\u4e86":36,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":44,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":39,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":39,"\u4e8c\u7ea7\u76ee\u5f55":[64,65],"\u4e8c\u7ef4\u77e9\u9635":58,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":36,"\u4e8c\u8fdb\u5236":56,"\u4e92\u76f8\u901a\u4fe1":50,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":64,"\u4e94\u661f\u7ea7":36,"\u4e9a\u9a6c\u900a":64,"\u4ea4\u901a":36,"\u4ea4\u901a\u4fbf\u5229":36,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":30,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec0\u4e48":62,"\u4ec5\u4ec5\u4f7f\u7528":23,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":64,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":62,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":62,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":64,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":41,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":41,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":52,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":50,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":60,"\u4ece":[26,44,63],"\u4ece0\u5230num":47,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":38,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":44,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":28,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":64,"\u4ece\u5927\u5230\u5c0f":65,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":63,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":36,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":60,"\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":65,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":64,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":65,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":41,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":28,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":60,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":65,"\u4ece\u8bed\u4e49\u4e0a\u770b":38,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":36,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":28,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":56,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ecestart":47,"\u4ecetest":65,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":40,"\u4ed4\u7ec6\u89c2\u5bdf":58,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":24,"\u4ed6\u4eec\u5206\u522b\u662f":36,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":36,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":58,"\u4ed6\u662f\u5c06":24,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":23,"\u4ee3\u66ff":52,"\u4ee3\u7801":62,"\u4ee3\u7801\u4e2d9":36,"\u4ee3\u7801\u5982\u4e0b":39,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":40,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":23,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":52,"\u4ee3\u8868\u7f16\u53f7":62,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a":40,"\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":30,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":30,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":30,"\u4ee5\u4e0b":[19,62],"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":39,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":39,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":61,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":30,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":40,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":60,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":45,"\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":56,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":45,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":30,"\u4ee5\u4fbf\u7528\u6237":45,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":41,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":41,"\u4ee5\u5206\u7c7b\u6765\u81ea":64,"\u4ee5\u53ca":41,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":39,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":35,"\u4ee5\u53ca\u5728wmt":65,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":57,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":30,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":38,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":41,"\u4ee5\u53canumpi":19,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":62,"\u4ee5\u53carelu":41,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":45,"\u4ee5\u9017\u53f7":56,"\u4ee5\u9017\u53f7\u95f4\u9694":47,"\u4ef7\u683c":36,"\u4efb\u52a1":62,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":45,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":36,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f18\u5316":64,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":41,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":52,"\u4f1a\u5171\u4eab\u53c2\u6570":27,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":47,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":36,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":52,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":42,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":27,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":38,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":23,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":38,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":27,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":38,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":38,"\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":23,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":41,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":40,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":65,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":52,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":38,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":40,"\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":27,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":47,"\u4f46":24,"\u4f46\u4e0d\u66b4\u9732":24,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":41,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":47,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":36,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":36,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":28,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":38,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":29,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":26,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":36,"\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":26,"\u4f46\u662f":[27,36],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":30,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":45,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":24,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":46,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":36,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":30,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":40,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":29,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":49,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":27,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":23,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":65,"\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":64,"\u4f46\u662fbatch":27,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,33],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,33],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":36,"\u4f4f":36,"\u4f53\u88c1\u5b57\u5178":62,"\u4f53\u88c1\u5b57\u6bb5":62,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":62,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":62,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":36,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":39,"\u4f5c\u4e3a\u53c2\u6570\u7684id":27,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":38,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":61,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":23,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":28,"\u4f5c\u4e3a\u8f93\u51fa":39,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":45,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":36,"\u4f5c\u5bb6":61,"\u4f5c\u7528":35,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":58,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":60,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":56,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":58,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":30,"\u4f60\u53ea\u9700\u5b8c\u6210":45,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":60,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":65,"\u4f60\u53ef\u4ee5\u4f7f\u7528":58,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":64,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":45,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":45,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":62,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":62,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":49,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":58,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":58,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":62,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":56,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":65,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":58,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":58,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":65,"\u4f60\u5c06\u5728\u76ee\u5f55":64,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":62,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":45,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":45,"\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":41,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":49,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":41,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":62,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":41,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":60,"\u4f7f\u5f97":28,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":65,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":27,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":41,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":28,"\u4f7f\u7528":[24,26,27,30,36,38,39,41,44,47,60,63,64],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":49,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":49,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":58,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":49,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":49,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":41,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":27,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":51,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":27,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":63,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":32,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":56,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":64,"\u4f7f\u7528\u52a8\u6001\u5e93":23,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":27,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":27,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":57,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":56,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":39,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":52,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":51,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":27,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":24,"\u4f7f\u7528\u6848\u4f8b":48,"\u4f7f\u7528\u7684":27,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":24,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":47,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":38,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":58,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":47,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":47,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":65,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":63,"\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":57,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":36,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":41,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":64,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":23,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":56,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":24,"\u4f7f\u7528c99\u505a\u63a5\u53e3":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":23,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":47,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":49,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":49,"\u4f7f\u7528cpu\u8bad\u7ec3":64,"\u4f7f\u7528init":49,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":36,"\u4f7f\u7528max":57,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":36,"\u4f7f\u7528model":49,"\u4f7f\u7528paddlepaddl":60,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":57,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":47,"\u4f7f\u7528regress":26,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":23,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":23,"\u4f7f\u7528void":23,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":57,"\u4f86":36,"\u4f8b\u5982":[3,19,23,24,26,27,29,33,36,39,41,44,45,46,47,49,52,58,60,62,64],"\u4f8b\u5982\u4e0a\u6587\u7684pod":50,"\u4f8b\u5982\u4e0a\u9762\u7684":28,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":45,"\u4f8b\u5982\u4f7f\u7528":27,"\u4f8b\u5982\u586b\u5145":39,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":23,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":23,"\u4f8b\u5982\u5bf9\u4e8epython":23,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":36,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":36,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":36,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":27,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":57,"\u4f8b\u5982c":23,"\u4f8b\u5982hostpath":50,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":23,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":52,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":23,"\u4f8b\u5982python\u7684":23,"\u4f8b\u5982sigmoid":41,"\u4f8b\u5982sigmoid\u53d8\u6362":60,"\u4f8b\u5b50\u4e2d\u662f":41,"\u4f8b\u5b50\u4e2d\u662f0":41,"\u4f8b\u5b50\u4e2d\u662f100":41,"\u4f8b\u5b50\u4e2d\u662f4096":41,"\u4f8b\u5b50\u4e2d\u662f8192":41,"\u4f8b\u5b50\u4e2d\u662ffc":41,"\u4f8b\u5b50\u4e2d\u662fsoftmax":41,"\u4f8b\u5b50\u4f7f\u7528":50,"\u4f9bpaddlepaddle\u52a0\u8f7d":47,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":64,"\u4f9d\u6b21\u7c7b\u63a8":26,"\u4f9d\u8d56\u4e8epython\u7684":57,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":50,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":50,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":30,"\u4fbf\u5229":36,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":36,"\u4fbf\u5b9c":36,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":23,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":47,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":65,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":47,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":47,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":58,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":40,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":45,"\u4fee\u590d\u6240\u6709bug\u540e":26,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":26,"\u4fee\u590dubuntu":26,"\u4fee\u6539":[50,51],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":51,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":44,"\u4fee\u6539\u6587\u6863":43,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[36,40],"\u503c\u5f97\u6df1\u5165\u5206\u6790":44,"\u503c\u7c7b\u578b":49,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":27,"\u5047\u8bbe":41,"\u5047\u8bbe\u53d8\u91cf":28,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":30,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":41,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":56,"\u504f\u7f6e\u53c2\u6570":58,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":41,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":26,"\u505a\u63a5\u53e3":23,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":47,"\u505c\u7535":36,"\u50cf":30,"\u513f\u7ae5\u7247":61,"\u5143\u7d20":35,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":35,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":24,"\u5148\u8c03\u7528initializer\u51fd\u6570":60,"\u5168\u5bb6":36,"\u5168\u8fde\u63a5\u5c42":[28,56,57,62],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":41,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":62,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":58,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":41,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":41,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":41,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":41,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":63,"\u516c\u5f0f":30,"\u516c\u94a5\u5199\u5165":45,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":63,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":63,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":52,"\u5171\u670932":56,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":57,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":36,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":40,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":33,"\u5173\u4e8eunbound":38,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":57,"\u5173\u952e\u8bcd\u5305\u62ec":40,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":57,"\u5176\u4e2d":[3,23,26,27,28,33,39,41,56,57,58],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":58,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":57,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":57,"\u5176\u4e2d\u5305\u542b6":61,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":57,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":64,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":63,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":65,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":60,"\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":35,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":65,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":65,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":65,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":58,"\u5176\u4e2dbeam":65,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":47,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":47,"\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":33,"\u5176\u4ed6":61,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":30,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":65,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":27,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":27,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":24,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":60,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":49,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":26,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":39,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":41,"\u5176\u4f59\u884c\u662f":56,"\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":62,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":50,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":60,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":60,"\u5176\u5b83layer\u7684\u8f93\u51fa":38,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":27,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":50,"\u5176\u6b21":[3,36,60],"\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":63,"\u5176\u8bf4\u660e\u5982\u4e0b":36,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":65,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":39,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[24,27],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":24,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,41],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":38,"\u5177\u4f53\u5982\u4e0b":30,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":44,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":27,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":60,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":27,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":58,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,24,40],"\u5177\u4f53\u8bf7\u89c1":40,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":36,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":64,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":39,"\u5185\u5b58":44,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":47,"\u5185\u5bb9":60,"\u5185\u5bb9\u5982\u4e0b":51,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":36,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":52,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":30,"\u5185\u90e8":52,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":23,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":62,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":23,"\u518d\u57fa\u4e8e":26,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":36,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":36,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":36,"\u518d\u6307\u5b9a":29,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":44,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":41,"\u518d\u901a\u8fc7\u51fd\u6570":52,"\u5192\u9669\u7247":61,"\u5197\u4f59\u7b49\u529f\u80fd":50,"\u5199\u4ee3\u7801":23,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":65,"\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":41,"\u519c\u6c11":61,"\u51c6\u5907":36,"\u51c6\u5907\u597d\u6570\u636e":62,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":39,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":27,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":27,"\u51cf\u5c0fbatch":27,"\u51fa\u53bb\u73a9":36,"\u51fa\u5dee":36,"\u51fa\u6765":36,"\u51fa\u73b0":27,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":27,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":27,"\u51fd\u6570":[3,28,39,41,44,63,64],"\u51fd\u6570\u4e2d":39,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":45,"\u51fd\u6570\u5047\u8bbe":39,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":44,"\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":38,"\u51fd\u6570\u540d\u4e3a":24,"\u51fd\u6570\u547d\u540d":23,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":39,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":41,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":41,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":38,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":41,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":44,"\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":41,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":41,"\u5206\u4e3a\u597d\u8bc4":60,"\u5206\u522b\u4e3a":56,"\u5206\u522b\u4e3atrain":65,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":38,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":36,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":65,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":38,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":28,"\u5206\u522b\u662f":35,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":39,"\u5206\u522b\u662fsentences\u548clabel":36,"\u5206\u522b\u662fwords\u548clabel":36,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":41,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":36,"\u5206\u5272":[61,63],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":62,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":50,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[26,40],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":26,"\u5206\u652f\u4e0a":40,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":40,"\u5206\u652f\u4e2d":26,"\u5206\u652f\u4e3a\u5f00\u53d1":26,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":26,"\u5206\u652f\u4e3a\u7a33\u5b9a":26,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":26,"\u5206\u652f\u5408\u5165":26,"\u5206\u652f\u5408\u5165master\u5206\u652f":26,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":26,"\u5206\u652f\u540d":40,"\u5206\u652f\u540d\u4e3a":26,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":26,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":26,"\u5206\u652f\u89c4\u8303":40,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":44,"\u5206\u7247":18,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":64,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":58,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":56,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":56,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":56,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":47,"\u5206\u9694":[56,62],"\u5206\u9694\u7b26\u4e3a":61,"\u5207\u6362\u5230":40,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":40,"\u5217\u8868":62,"\u5217\u8868\u5982\u4e0b":[3,33],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":41,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":63,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":47,"\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":47,"\u5219\u5148\u505a\u5d4c\u5165":62,"\u5219\u53ef\u4ee5\u50cf":45,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":60,"\u5219\u5ffd\u7565":18,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":47,"\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":44,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":47,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":27,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5219\u9700\u8981\u914d\u7f6e":50,"\u521b\u5efa\u4e00\u4e2akubernet":52,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":30,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":40,"\u521b\u5efa\u6210\u529f\u540e":52,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":65,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":41,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":41,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":47,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":56,"\u521d\u59cb\u5316\u7236\u7c7b":41,"\u521d\u59cb\u5316biases_":41,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":38,"\u5220\u9664":40,"\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":27,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":60,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":27,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":62,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":64,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":38,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":60,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":50,"\u5229\u843d":36,"\u522b\u4eba\u5e2e\u4e86\u5fd9":40,"\u5230":[18,27,39],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":45,"\u5230\u672c\u5730":40,"\u5230\u6b64":30,"\u5230\u76ee\u524d\u4e3a\u6b62":63,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":52,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":30,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":30,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":52,"\u5237\u7259":36,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":52,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":65,"\u524d\u53f0":36,"\u524d\u5411\u4f20\u64ad":41,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":41,"\u524d\u5411\u548c\u540e\u5411":41,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":40,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":26,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":41,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":60,"\u52a0\u5165":44,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":39,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":39,"\u52a0\u8f7d\u6570\u636e":63,"\u52a0\u8f7d\u6a21\u578b":63,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":65,"\u52a0\u8f7dtest":47,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"\u52a8\u4f5c\u7247":61,"\u52a8\u6001\u5e93":23,"\u52a8\u753b\u7247":61,"\u52a8\u8bcd":63,"\u52a9\u624b":41,"\u5305\u542b12":64,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":56,"\u5305\u542b3\u4e2a\u5c5e\u6027":56,"\u5305\u542b50":64,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":24,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":30,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":27,"\u5305\u62ec":[19,47,60,63,65],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":61,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":27,"\u5305\u62ec\u6570\u636e\u8f93\u5165":28,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u5305\u62ec\u751f\u6210cpu":29,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":33,"\u5305\u62ec\u7b80\u5355\u7684":60,"\u5305\u62ecbool":49,"\u5305\u62ecdocker\u955c\u50cf":31,"\u5305\u62eclinux":30,"\u5305\u662f\u6700\u65b0\u7684":27,"\u5305\u6bd4\u8f83\u8001":27,"\u5305\u7684\u65b9\u6cd5\u662f":27,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":36,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":36,"\u533b\u751f":61,"\u533b\u7597\u4fdd\u5065":61,"\u5341\u4e00":36,"\u5347\u5e8f\u6392\u5217":65,"\u534e\u6da6\u4e07\u5bb6":36,"\u534f\u540c\u5b8c\u6210releas":26,"\u5355\u4e2a\u503c":19,"\u5355\u4f4d\u662fmb":47,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":27,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":46,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":36,"\u5355\u53cc\u5c42rnn":37,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":28,"\u5355\u5c42":38,"\u5355\u5c42\u4e0d\u7b49\u957frnn":36,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":36,"\u5355\u5c42\u5e8f\u5217":35,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":35,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":35,"\u5355\u5c42\u6216\u53cc\u5c42":35,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":36,"\u5355\u5c42rnn":[36,38],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":36,"\u5355\u673acpu\u8bad\u7ec3":27,"\u5355\u673agpu\u8bad\u7ec3":27,"\u5355\u6b65\u51fd\u6570":39,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":39,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":39,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":39,"\u5355\u70b9\u6545\u969c":18,"\u5355\u8fdb\u5355\u51fa":38,"\u5360\u4f4d\u7b26":56,"\u536b\u751f":36,"\u5373":[24,27,28,42,52,60,64],"\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":36,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":36,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":36,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":36,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":36,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":36,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":36,"\u5373\u4f7f\u7528":24,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":47,"\u5373\u4f7fc":24,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":24,"\u5373\u4fbf\u8bbe\u7f6e":27,"\u5373\u4fbfpaddl":24,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":38,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":39,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":64,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":36,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":38,"\u5373\u53ef":[28,40],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":27,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":42,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":36,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":27,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,33],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":24,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":60,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":36,"\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":36,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":28,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":38,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":36,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":35,"\u5373\u6574\u6570\u6570\u7ec4":36,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":36,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":36,"\u5373\u66b4\u9732":24,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":64,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":64,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":36,"\u5373\u7f51\u5361\u540d":52,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":27,"\u5373\u8bbe\u7f6e":27,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":23,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":27,"\u5373input":38,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":36,"\u5377\u79ef\u5c42":57,"\u5377\u79ef\u5c42\u6743\u91cd":58,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":57,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":57,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":57,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":57,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":60,"\u5378\u8f7dpaddlepaddle\u5305":27,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":36,"\u539f\u56e0":40,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":27,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":32,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":40,"\u53bb\u8fc7":36,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,23,41,46,52,56,58,64],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":27,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":63,"\u53c2\u6570\u5373\u53ef":64,"\u53c2\u6570\u540d":58,"\u53c2\u6570\u6570\u91cf":60,"\u53c2\u6570\u670d\u52a1\u5668":46,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":47,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":47,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":47,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":47,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":47,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":27,"\u53c2\u6570\u6982\u8ff0":48,"\u53c2\u6570\u7684\u89e3\u6790":52,"\u53c2\u6570\u7ef4\u5ea6":56,"\u53c2\u6570\u884c":56,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":36,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":39,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":40,"\u53c2\u8003":[23,50],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":44,"\u53c2\u8003\u6587\u732e":65,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":36,"\u53c2\u8003\u955c\u50cf\u7684":52,"\u53c8":36,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":35,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":27,"\u53ca":41,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":39,"\u53cc\u5c42":38,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":36,"\u53cc\u5c42\u5e8f\u5217":35,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":35,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":36,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":35,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":38,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":35,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":35,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":36,"\u53cc\u5c42rnn":38,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":36,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":36,"\u53cc\u8fdb\u5355\u51fa":38,"\u53cc\u8fdb\u53cc\u51fa":38,"\u53cd\u4e4b\u5219":63,"\u53cd\u5411\u4f20\u64ad":41,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":41,"\u53d1\u5e03":30,"\u53d1\u5e03\u5230dockerhub":26,"\u53d1\u5e03\u5230github":26,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":27,"\u53d1\u884c\u548c\u7ef4\u62a4":40,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":47,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":29,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":29,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":29,"\u53d8\u6362\u77e9\u9635":41,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":36,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":61,"\u53e5\u5b50":64,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":63,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":60,"\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":64,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":30,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":44,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":30,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":27,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":30,"\u53e6\u4e00\u65b9\u9762":64,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":49,"\u53e6\u5916":36,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":58,"\u53ea\u4f5c\u4e3aread":38,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":47,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":61,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":29,"\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":58,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":36,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":60,"\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":30,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":24,"\u53ea\u6709":36,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":56,"\u53ea\u6709\u542b\u6709\u4eba":61,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":47,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":38,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":49,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":23,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":36,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":27,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":30,"\u53ea\u8bfbmemory\u8f93\u5165":38,"\u53ea\u9488\u5bf9\u5185\u5b58":27,"\u53ea\u9700\u4e2d\u65ad":45,"\u53ea\u9700\u4f7f\u7528":45,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":64,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":65,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":45,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":39,"\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":65,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":62,"\u53ea\u9700\u8981\u8fd0\u884c":62,"\u53ef\u4ee5":[36,40,45],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":30,"\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":27,"\u53ef\u4ee5\u4f7f\u7528":27,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":32,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":27,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":47,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":52,"\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":27,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":51,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":57,"\u53ef\u4ee5\u53c2\u8003":[36,39,40,50,52,65],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":56,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":33,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":44,"\u53ef\u4ee5\u5728":30,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":23,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":52,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":63,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":63,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":40,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":50,"\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":50,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":38,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":44,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":30,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":42,"\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":36,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":64,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[35,38],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":38,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":41,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":38,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":38,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":47,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u67e5\u770b":52,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":51,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":49,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":57,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":50,"\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":40,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":44,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":35,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":44,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":26,"\u53ef\u4ee5\u7f16\u5199":30,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":27,"\u53ef\u4ee5\u8bbe\u7f6e":57,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":33,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":62,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":57,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":49,"\u53ef\u4ee5\u901a\u8fc7":[40,50],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":39,"\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":60,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":49,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":60,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":52,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":27,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":27,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":44,"\u53ef\u9009":[3,41],"\u53f3\u8fb9\u662f":58,"\u5403":36,"\u5403\u996d":36,"\u5404\u65b9\u9762":36,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":57,"\u5408":36,"\u5408\u5e76":65,"\u5408\u5e76\u6bcf\u4e2a":65,"\u5408\u7406":36,"\u540c\u65f6":[27,44],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":29,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":27,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":40,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":38,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":60,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":58,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":60,"\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":44,"\u540c\u65f6\u518d\u5c06":26,"\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":27,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":27,"\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":26,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":31,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":49,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":27,"\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":33,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":47,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":38,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":47,"\u540d\u5b57\u4fee\u9970":23,"\u540d\u79f0":60,"\u540e":[27,29,40,52,64],"\u540e\u5411\u4f20\u64ad":41,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":41,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":64,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411\u91cfenable_parallel_vector":46,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":26,"\u5426":29,"\u5426\u5219":[2,45,62],"\u5426\u5219\u4f1a\u628a":40,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":65,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":47,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":47,"\u5426\u5219\u4f7f\u7528gpu":49,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":39,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":23,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":45,"\u5426\u5b9a":63,"\u542b\u4e49":[58,64],"\u542b\u6709":61,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":41,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":41,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":41,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":52,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":47,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":47,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":47,"\u5440":36,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":62,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":62,"\u5468\u56f4":36,"\u547d\u4ee4":45,"\u547d\u4ee4\u4e3a":[27,51],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":51,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":29,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":60,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":60,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":29,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":45,"\u547d\u540d\u4e3a":40,"\u547d\u540d\u7a7a\u95f4":50,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":50,"\u548c":[19,23,24,26,27,28,29,36,39,40,41,42,44,45,49,50,56,57,60,62,65],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":36,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,33],"\u548c\u4e2d\u6587\u6587\u6863":42,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":27,"\u548c\u504f\u7f6e\u5411\u91cf":41,"\u548c\u533a\u57df\u6807\u8bb0":63,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":35,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":50,"\u548c\u5dee\u8bc4":60,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":35,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":39,"\u548c\u68af\u5ea6\u622a\u65ad":60,"\u548c\u6a21\u578b\u8def\u5f84":64,"\u548c\u771f\u5b9e":28,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":36,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u548c\u7b2c6\u884c\u7684":65,"\u548c\u90e8\u5206layer":38,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":65,"\u548cargument":63,"\u548ccudnn":32,"\u548cpool":35,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":58,"\u54c1\u8d28":36,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u54ea\u4e9b\u4e0d\u662f":36,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":39,"\u5546\u52a1":36,"\u554a":36,"\u559c\u5267\u7247":61,"\u5668":60,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,33],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":28,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":41,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":63,"\u56e0\u4e3a\u53c2\u6570":49,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":39,"\u56e0\u4e3a\u5b83\u6bd4":39,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":52,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":50,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":57,"\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":30,"\u56e0\u4e3apaddlepaddle\u7684v2":42,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":27,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":23,"\u56e0\u6b64":[2,3,36,38,41],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":36,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":56,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":61,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":57,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":36,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":41,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":46,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":58,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":27,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":64,"\u56fe":[58,64],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":64,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":64,"\u56fe\u50cf\u5206\u7c7b":[26,59],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":58,"\u56fe\u50cf\u63cf\u8ff0":65,"\u56fe\u7247\u5206\u4e3a10\u7c7b":57,"\u56fe\u7684\u5e95\u90e8\u662fword":64,"\u56fe\u8868":[30,64],"\u5728":[3,24,26,32,35,36,39,40,45,58,60,61,63],"\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":51,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":41,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":63,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":47,"\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":36,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":51,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":60,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":57,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":50,"\u5728\u4e4b\u540e\u7684":27,"\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":65,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":64,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":33,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":41,"\u5728\u51c6\u5907\u53d1\u8d77":40,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u51fd\u6570":52,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":47,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":47,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":36,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":47,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":47,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":36,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":27,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":36,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":50,"\u5728\u542f\u52a8job\u4e4b\u524d":52,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":40,"\u5728\u56fd\u5185":30,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":47,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":33,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":33,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":24,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":52,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":52,"\u5728\u5c42\u4e2d\u6307\u5b9a":49,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":38,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[19,57],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":24,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":41,"\u5728\u5f97\u5230":52,"\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":39,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":64,"\u5728\u63d0\u4ea4":40,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":33,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":60,"\u5728\u6587\u4ef6":62,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":64,"\u5728\u672c\u4f8b\u4e2d":[36,40,49],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[39,57],"\u5728\u672c\u6587\u4e2d":45,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":45,"\u5728\u672c\u6f14\u793a\u4e2d":64,"\u5728\u672c\u793a\u4f8b\u4e2d":[36,64],"\u5728\u672c\u8282\u4e2d":39,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":47,"\u5728\u6837\u4f8b\u4e2d":24,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":45,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":60,"\u5728\u6b64":[0,46,49],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":60,"\u5728\u6b64\u611f\u8c22":56,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":39,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":36,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":39,"\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":52,"\u5728\u6bcf\u8bad\u7ec3":62,"\u5728\u6d4b\u8bd5\u9636\u6bb5":47,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":58,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":40,"\u5728\u6f14\u793a\u4e2d":63,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":50,"\u5728\u751f\u6210\u65f6":39,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":65,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":65,"\u5728\u7528\u6237\u4f7f\u7528c":24,"\u5728\u7528\u6237\u6587\u4ef6user":62,"\u5728\u7535\u5f71\u6587\u4ef6movi":62,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":65,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":65,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":65,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":65,"\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":57,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u7ec4\u5408\u65f6":33,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":42,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":41,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":65,"\u5728\u811a\u672c":62,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":35,"\u5728\u8bad\u7ec3\u4e2d":39,"\u5728\u8bad\u7ec3\u4e4b\u524d":52,"\u5728\u8bad\u7ec3\u4e86":62,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":62,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":57,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":56,"\u5728\u8bad\u7ec3\u65f6":51,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[52,65],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":47,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":26,"\u5728\u8be5\u914d\u7f6e\u76847":36,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":65,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":60,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":44,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":38,"\u5728\u8fd0\u884c":64,"\u5728\u8fd9\u4e2a":26,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":65,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[28,64],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[41,51],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":36,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":44,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":39,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":63,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":26,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":24,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":24,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":62,"\u5728\u8fd9\u4e9blayer\u4e2d":36,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":64,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[39,41],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":38,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":51,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":52,"\u5728\u8fd9\u91cc":38,"\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":41,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":33,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":58,"\u5728\u91c7\u7528sgd":27,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":49,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":64,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":64,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":50,"\u5728c":23,"\u5728c\u7684\u5934\u6587\u4ef6":23,"\u5728cub":57,"\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":50,"\u5728linux\u4e0b":65,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":62,"\u5728movielen":62,"\u5728paddl":52,"\u5728paddle\u4e2d":49,"\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":[33,38],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":36,"\u5728paddlepaddle\u91cc":28,"\u5728paramet":18,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":38,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":38,"\u5728trainer":49,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":36,"\u5730\u7406\u4f4d\u7f6e":36,"\u5730\u94c1\u7ad9":36,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":24,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":58,"\u5747\u5300\u5206\u5e03":27,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":47,"\u5747\u662f\u5728":24,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":36,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":36,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":38,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":62,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,60],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":34,"\u57fa\u672c\u76f8\u540c":56,"\u586b\u5199":40,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":51,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":49,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":41,"\u58f0\u660epython\u6570\u636e\u6e90":62,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":44,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":60,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":38,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":62,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":57,"\u5907\u6ce8":44,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":44,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":36,"\u5916\u5c42outer_step\u4e2d":36,"\u591a\u4e2a\u503c":19,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":60,"\u591a\u4e2aparamet":18,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":38,"\u591a\u673a\u8bad\u7ec3":27,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":38,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":64,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":41,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":41,"\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":63,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":41,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":23,"\u5927\u5b66\u751f":61,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":30,"\u5927\u5c0f":45,"\u5929":36,"\u5929\u4e00\u5e7f\u573a":36,"\u5929\u4e00\u9601":36,"\u5929\u732b":64,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":41,"\u5934\u6587\u4ef6\u5982\u4e0b":41,"\u5947\u5e7b\u7247":61,"\u597d":36,"\u597d\u5403":36,"\u597d\u8bc4":60,"\u5982":[3,39,40,45,49],"\u59822":45,"\u5982\u4e0b":[3,62,64],"\u5982\u4e0b\u56fe\u6240\u793a":[36,44,57],"\u5982\u4e0b\u6240\u793a":[49,58,62],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":60,"\u5982\u4f55":62,"\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":43,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":43,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u5982\u4fe1\u606f\u63d0\u53d6":63,"\u5982\u56fe2\u6240\u793a":64,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":64,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":65,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":41,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":58,"\u5982\u679c\u4e0d\u4e3a0":47,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":60,"\u5982\u679c\u4e0d\u6536\u655b":27,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":62,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":47,"\u5982\u679c\u4e3afals":47,"\u5982\u679c\u4e3atrue":[3,47],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":29,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":40,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":47,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":64,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":39,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":64,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":49,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":47,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":65,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":64,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":39,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":57,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":41,"\u5982\u679c\u4f7f\u7528":[45,56],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":32,"\u5982\u679c\u4f7f\u7528nvidia":30,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":50,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":23,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":27,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":27,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":56,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":47,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":47,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":47,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":27,"\u5982\u679c\u5931\u8d25":26,"\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":63,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":27,"\u5982\u679c\u5df2\u5b89\u88c5":63,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":52,"\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":29,"\u5982\u679c\u60a8":30,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":30,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":62,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":44,"\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":44,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":44,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":36,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":44,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":44,"\u5982\u679c\u6267\u884c\u5931\u8d25":50,"\u5982\u679c\u6267\u884c\u6210\u529f":58,"\u5982\u679c\u63d0\u793a\u6b63\u786e":42,"\u5982\u679c\u63d0\u793a\u9519\u8bef":42,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":64,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":50,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u662f\u5e8f\u5217":62,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":38,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":38,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":40,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":26,"\u5982\u679c\u672a\u8bbe\u7f6e":47,"\u5982\u679c\u672a\u8bbe\u7f6egpu":49,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":24,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":44,"\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":47,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":38,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":65,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":40,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":47,"\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":56,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":27,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":23,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":44,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":45,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":27,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":41,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":39,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":64,"\u5982\u679c\u8981\u4f7f\u7528gpu":30,"\u5982\u679c\u8981\u542f\u7528gpu":45,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":40,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":40,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":27,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":62,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":27,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":47,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":40,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":23,"\u5982\u679c\u8f93\u51fa\u662fno":30,"\u5982\u679c\u8fd0\u884c":27,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[58,64],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":45,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":30,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":41,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":41,"\u5982\u679clearning_rate\u592a\u5927":27,"\u5982\u679clearning_rate\u592a\u5c0f":27,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":27,"\u5982\u679cparamet":18,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":40,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":27,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":40,"\u5982\u9ad8\u4eae\u90e8\u5206":44,"\u5b50":36,"\u5b50\u53e5":38,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":38,"\u5b57\u5178":65,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":65,"\u5b57\u5178\u5171\u5305\u542b":56,"\u5b57\u5178\u6587\u4ef6":[63,64],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":56,"\u5b57\u5178imdb":64,"\u5b57\u6bb5\u4e2d":52,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":52,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":52,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b58\u50a8\u5377":50,"\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":64,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":65,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":62,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":64,"\u5b66\u4e60\u6210\u672c\u9ad8":23,"\u5b66\u4e60\u7b97\u6cd5":28,"\u5b66\u672f":61,"\u5b81\u6ce2":36,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":64,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":28,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":39,"\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":45,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":39,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":58,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":41,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":41,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":32,"\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":65,"\u5b83\u53eb\u505a":39,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":64,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":45,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":40,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":44,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":65,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":41,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":65,"\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":45,"\u5b83\u5b9a\u4e49\u4e86":39,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":28,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":39,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":45,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":65,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":58,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":65,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":41,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":36,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":36,"\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":45,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":65,"\u5b83\u7684":39,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":64,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":35,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":64,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":41,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":64,"\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":64,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":28,"\u5b83\u8fd4\u56degen":65,"\u5b83\u8fd4\u56detrain":65,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":64,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":41,"\u5b89\u6392":36,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":34,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":32,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":24,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":42,"\u5b89\u88c5\u5b8c\u6210\u540e":32,"\u5b89\u88c5\u6587\u6863":33,"\u5b89\u88c5\u6d41\u7a0b":60,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":60,"\u5b89\u88c5pillow":57,"\u5b89\u9759":36,"\u5b8c\u6210":40,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":38,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":52,"\u5b8c\u6210\u5f00\u53d1":30,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":35,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":33,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":27,"\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":41,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":39,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":39,"\u5b98\u65b9\u6587\u6863":29,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":38,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":38,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":63,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":57,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":28,"\u5b9a\u4e49\u5728\u5916\u5c42":38,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":47,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":28,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":39,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":39,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":64,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":28,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":39,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":39,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":33,"\u5b9e\u4f8b\u5982\u4e0b":63,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":36,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":41,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":39,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":41,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":41,"\u5b9e\u73b0\u7b80\u5355":23,"\u5b9e\u73b0\u7ec6\u8282":41,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":41,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":41,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":38,"\u5b9e\u73b0\u8be5\u5c42\u7684c":41,"\u5b9e\u9645\u4e0a\u53ea\u6709":58,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":61,"\u5ba2\u6237":36,"\u5ba2\u6237\u670d\u52a1":61,"\u5bb6":36,"\u5bb9\u5668":50,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":50,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":52,"\u5bbf\u4e3b\u673a\u76ee\u5f55":50,"\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":44,"\u5bf9":36,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,33],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,33],"\u5bf9\u4e8e":39,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":23,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":36,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":36,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":36,"\u5bf9\u4e8e\u53cc\u5c42rnn":36,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":23,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":36,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":23,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":23,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":41,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":65,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":36,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":36,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":62,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":24,"\u5bf9\u4e8e\u6bcf\u79cdc":24,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":60,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":39,"\u5bf9\u4e8eamazon":60,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":44,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":41,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":57,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":40,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":38,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":38,"\u5bf9\u5e94\u4e8e\u5b57\u5178":56,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":65,"\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":60,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":64,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":65,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":41,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":41,"\u5bf9\u6bd4":23,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":41,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":40,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":40,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":60,"\u5bf9\u8c61":27,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":62,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":24,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":38,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":26,"\u5bf9\u9762":36,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,33],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":24,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":27,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":27,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":27,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":27,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":27,"\u5c01\u88c5\u4e86":44,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":41,"\u5c06":[3,26,27,44,60],"\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":39,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":62,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":47,"\u5c06\u5176\u8bbe\u7f6e\u6210":27,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":36,"\u5c06\u542b\u6709\u5b50\u53e5":38,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":57,"\u5c06\u5728":57,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":45,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":50,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":36,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":47,"\u5c06\u5927\u91cf\u7684":23,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":27,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":39,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":56,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":57,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":26,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":41,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":62,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":40,"\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":52,"\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":65,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":52,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":52,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":56,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":52,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":60,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":45,"\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":36,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":40,"\u5c06\u900f\u660e":45,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":52,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":26,"\u5c11\u4e8e5":45,"\u5c1a\u53ef":36,"\u5c31":36,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":30,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":50,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":27,"\u5c31\u662f":36,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":28,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":44,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":60,"\u5c31\u8fd9\u4e48\u7b80\u5355":30,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":44,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":23,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":30,"\u5c3a\u5bf8":58,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":57,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":63,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":41,"\u5c42\u6743\u91cd":58,"\u5c42\u6b21\u5316\u7684rnn":38,"\u5c42\u7279\u5f81":58,"\u5c42\u7684\u540d\u79f0\u4e0e":39,"\u5c42\u7684\u5927\u5c0f":41,"\u5c42\u7684\u7279\u5f81":58,"\u5c42\u7684\u7c7b\u578b":41,"\u5c42\u7684\u8f93\u5165":63,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":63,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":39,"\u5c42\u7ec4\u6210\u4e00\u5bf9":63,"\u5c45\u7136":36,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":65,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":60,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":62,"\u5c5e\u6027":63,"\u5d4c\u5165\u5c42":62,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":62,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":62,"\u5de5\u4f5c\u6a21\u5f0f":47,"\u5de5\u4f5c\u7a7a\u95f4":45,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":45,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":45,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":45,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":45,"\u5de5\u5177":64,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":64,"\u5de5\u5177\u6765\u7ba1\u7406":40,"\u5de5\u7a0b\u5e08":61,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":58,"\u5de6\u8fb9\u662f":58,"\u5dee\u8bc4":60,"\u5df2\u6253\u5f00":40,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":47,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":45,"\u5e02\u573a":61,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":44,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":62,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":38,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":38,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":35,"\u5e38\u5e38\u51fa\u73b0":27,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":60,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":50,"\u5e72\u51c0":36,"\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":56,"\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":57,"\u5e74\u9f84":61,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":61,"\u5e74\u9f84\u548c\u804c\u4e1a":62,"\u5e76\u4e0d\u4fdd\u8bc1":41,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":36,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":52,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":36,"\u5e76\u4e14":[3,39],"\u5e76\u4e14\u4f7f\u7528":24,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":36,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":65,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":49,"\u5e76\u4e14\u5305\u62ecunit":40,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":58,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":27,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":28,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":52,"\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":23,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":60,"\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":58,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":62,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":65,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":33,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":27,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":64,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":40,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":23,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":40,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":65,"\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":45,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":41,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":27,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":63,"\u5e76\u4f7f\u7528\u4e86dropout":60,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":57,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":40,"\u5e76\u521b\u5efaoptim":33,"\u5e76\u5220\u9664":26,"\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":41,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":39,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":30,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":41,"\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":41,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":39,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":65,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":65,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":28,"\u5e76\u5c06c":24,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":65,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":64,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6307\u5b9abatch":65,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":64,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":23,"\u5e76\u7531":63,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":57,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":56,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":63,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u89c2\u5bdf\u7ed3\u679c":44,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":40,"\u5e76\u8bbe\u7f6e":[32,45],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":33,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":26,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":60,"\u5e8a\u4e0a\u7528\u54c1":36,"\u5e8a\u57ab":36,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":35,"\u5e8f\u5217\u5230\u5e8f\u5217":65,"\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":38,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":35,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":38,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":38,"\u5e8f\u5217\u7684\u5f00\u59cb":65,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":35,"\u5e8f\u5217\u7684\u7ed3\u5c3e":65,"\u5e8f\u5217\u7684\u7ed3\u675f":65,"\u5e93":45,"\u5e93\u7684\u8def\u5f84":45,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":39,"\u5e94\u7528\u6a21\u578b":60,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":40,"\u5e94\u8be5":36,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":39,"\u5e94\u8be5\u8bf4\u8c22\u8c22":40,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":27,"\u5e95\u5c42\u8fdb\u7a0b":45,"\u5efa\u7acb\u4e00\u4e2a":40,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[26,40],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":45,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":47,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":24,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":40,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":30,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":26,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":42,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":26,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":26,"\u5f00\u53d1\u955c\u50cf":[30,40],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":30,"\u5f00\u59cb":28,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f00\u59cb\u6807\u8bb0":39,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":60,"\u5f00\u59cb\u9636\u6bb5":44,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":46,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":64,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":39,"\u5f15\u7528":45,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":38,"\u5f3a\u70c8\u63a8\u8350":36,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":62,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":39,"\u5f53":49,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":64,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":41,"\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":65,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":65,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":39,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":41,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":36,"\u5f53\u524d\u8bc4\u4f30\u4e2d":65,"\u5f53\u524dbatch\u7684cost":65,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":60,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":60,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":26,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":47,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":47,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":50,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":52,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":47,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":60,"\u5f53\u6a21\u5f0f\u4e3a":47,"\u5f53\u7136":44,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":24,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":41,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":39,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":47,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":49,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":65,"\u5f53classif":65,"\u5f62\u6210recurr":38,"\u5f62\u6210recurrent\u8fde\u63a5":38,"\u5f62\u72b6":58,"\u5f88":[36,60],"\u5f88\u591a":36,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":30,"\u5f88\u5b89\u9759":36,"\u5f88\u5e72\u51c0":36,"\u5f88\u65b9\u4fbf":36,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":44,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":57,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":61,"\u5f97":36,"\u5f97\u4f7f\u7528":23,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":60,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":62,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":38,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":39,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":39,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":39,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":39,"\u5faa\u73af\u7f51\u7edc\u4ece":39,"\u5fc5\u8981":24,"\u5fc5\u987b":41,"\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":36,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":38,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":39,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":64,"\u5feb":[36,64],"\u5feb\u901f\u5165\u95e8":59,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":50,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":50,"\u6027\u4ef7\u6bd4":36,"\u6027\u522b":[61,62],"\u6027\u80fd\u5206\u6790":44,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":44,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":44,"\u6027\u80fd\u8c03\u4f18":46,"\u603b\u4f53\u6765\u8bf4":36,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":56,"\u603b\u8bc4\u520610\u5206":64,"\u6050\u6016\u7247":61,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":44,"\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":44,"\u60a8\u53ef\u4ee5\u5bfc\u5165":44,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":44,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":39,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":44,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":44,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":44,"\u60a8\u9700\u8981\u66f4\u6539":30,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":44,"\u60ac\u7591\u7247":61,"\u60c5\u6001\u52a8\u8bcd":63,"\u60c5\u611f\u5206\u6790":[26,59],"\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":64,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":64,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":64,"\u60ca\u9669\u7535\u5f71":61,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":64,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":39,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":47,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":47,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":47,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":47,"\u611f\u89c9":36,"\u620f\u5267":61,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":52,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":41,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":44,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":24,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":33,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":62,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":41,"\u6211\u4eec\u4ec5\u7528":62,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":51,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":52,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":60,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":65,"\u6211\u4eec\u4f1a\u5728":30,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":41,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":41,"\u6211\u4eec\u4f7f\u7528":[41,45,64],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":33,"\u6211\u4eec\u4f7f\u7528\u4e86":36,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":65,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":64,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":65,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":63,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":65,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":58,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":49,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":28,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":28,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":57,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":33,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":64,"\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":64,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":51,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":36,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":60,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":40,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":57,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":33,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":39,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":33,"\u6211\u4eec\u53ef\u4ee5\u5728":40,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":33,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":33,"\u6211\u4eec\u53ef\u4ee5\u5c06":45,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":35,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":62,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":28,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":64,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":38,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":65,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":65,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":65,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":57,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":52,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":65,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":39,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":65,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":65,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":60,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":39,"\u6211\u4eec\u5c06":[52,62],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":36,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":51,"\u6211\u4eec\u5c06\u4ee5":[45,60],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":60,"\u6211\u4eec\u5c06\u4f7f\u7528":39,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":39,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":57,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":36,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":60,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":46,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":60,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":45,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":62,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":45,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":57,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":60,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":60,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":40,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":28,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":39,"\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":28,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":57,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":41,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":41,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":60,"\u6211\u4eec\u611f\u8c22":65,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":30,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":30,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":29,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":31,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":64,"\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":64,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":42,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":58,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":30,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":64,"\u6211\u4eec\u63d0\u4f9b\u4e86c":58,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":30,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":36,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":39,"\u6211\u4eec\u7528":61,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":62,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":62,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":28,"\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":56,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":40,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":63,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":36,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":36,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":64,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":40,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":35,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":51,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":39,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":36,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":45,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":36,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":52,"\u6211\u4eec\u9075\u5faa":65,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":63,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":60,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":30,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":57,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":65,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":51,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":45,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":41,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":62,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":64,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":62,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":56,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":62,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":33,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":64,"\u6211\u5220\u9664\u4e86":40,"\u6216":[3,44,57,63],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u6216\u4e00\u4e2a\u5411\u91cf":38,"\u6216\u4e0d\u786e\u5b9a":61,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":62,"\u6216\u6700\u5927\u503c":35,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":35,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":35,"\u6216\u8005":[23,24,27,30,32,35,36,44],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[35,38],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":44,"\u6216\u8005\u53cd\u5411\u5730\u4ece":39,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":47,"\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":46,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":36,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":35,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":64,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":44,"\u6216\u8005\u66f4\u65e9":27,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":36,"\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":58,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":27,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":27,"\u6216\u8005\u8fd0\u884c":27,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":49,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":30,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":47,"\u6216gpu\u4e2a\u6570":64,"\u6218\u4e89\u7247":61,"\u623f":36,"\u623f\u95f4":36,"\u6240\u4ee5":[3,27],"\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":64,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":27,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":28,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":51,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":36,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":30,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":50,"\u6240\u4ee5\u5bf9":36,"\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":28,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":44,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":51,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":52,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":42,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":36,"\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":28,"\u6240\u4ee5\u8bad\u7ec3":45,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":41,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":36,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":24,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":40,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":47,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":64,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":45,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":45,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":64,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":30,"\u6240\u6709\u7684":[40,41],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":61,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":41,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":24,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":36,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":61,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":61,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":61,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":41,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":41,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":24,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":41,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":45,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":39,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":60,"\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":58,"\u6240\u793a":63,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u624b\u5de5\u827a\u8005":61,"\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":36,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":30,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":44,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":62,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":29,"\u6253\u5f00":44,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":42,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":24,"\u6267\u884c":[32,63,64],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":64,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":39,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":44,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":58,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":50,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":62,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":63,"\u6279\u6b21\u7684\u6570\u636e":62,"\u627e\u5230":39,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":44,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":44,"\u6280\u672f\u5458":61,"\u628a":[19,41],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":64,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":30,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":51,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":64,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":39,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":39,"\u62a5\u9519":32,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":56,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":56,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":65,"\u62c6\u89e3":38,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":36,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":52,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":60,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":30,"\u6307\u5411\u4e00\u4e2alayer":38,"\u6307\u5b9a":[27,38,39],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":47,"\u6307\u5b9a\u4f7f\u75282":27,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":60,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":47,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":58,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":58,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":58,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":58,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":60,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":65,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":60,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":38,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":60,"\u6307\u5b9abatch":65,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":47,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":36,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":47,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":47,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":47,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":47,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":47,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":47,"\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":47,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":63,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":63,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":47,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":52,"\u6309\u94ae":40,"\u633a":36,"\u633a\u597d":36,"\u6355\u83b7":60,"\u6362":36,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":35,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":33,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":33,"\u63a5\u4e0b\u6765":[60,64],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":44,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":44,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":40,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":40,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":60,"\u63a5\u4e0b\u6765\u7b49\u5f85":40,"\u63a5\u53d7":63,"\u63a5\u53d7\u7684\u4e1c\u897f":63,"\u63a5\u53d7\u8005":63,"\u63a5\u53e3":[23,24],"\u63a5\u53e3\u540d\u79f0":45,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":24,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":58,"\u63a5\u53e3\u662f":19,"\u63a5\u53e3\u6709\u4e00\u4e2a":27,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":60,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":58,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":58,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":30,"\u63a7\u5236":47,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":28,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":30,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":30,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":30,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":41,"\u63a8\u8350":36,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":29,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":45,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":40,"\u63a8\u9500\u5458":61,"\u63cf\u8ff0":29,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":60,"\u63cf\u8ff0\u95ee\u9898":40,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":50,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":42,"\u63d0\u4ea4pull":40,"\u63d0\u4f9b":45,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":52,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":45,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":45,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":45,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":35,"\u63d0\u4f9b\u6700\u65b0":30,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":45,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":56,"\u63d0\u793a":27,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":33,"\u64cd\u4f5c":36,"\u64cd\u6301\u5bb6\u52a1\u8005":61,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":32,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[37,38],"\u652f\u6301nvidia":32,"\u652f\u6301rbd":50,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":52,"\u653e\u5fc3":36,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":36,"\u6548\u679c\u603b\u7ed3":60,"\u6559\u7a0b\u6587\u6863\u5230":45,"\u6559\u80b2\u5de5\u4f5c\u8005":61,"\u6570":[38,63],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":38,"\u6570\u636e":65,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":57,"\u6570\u636e\u4e2d0":27,"\u6570\u636e\u5217\u8868":58,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":56,"\u6570\u636e\u5c42":[28,62],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":45,"\u6570\u636e\u63d0\u4f9b\u5668":46,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":62,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":62,"\u6570\u636e\u7684\u6574\u6570id":39,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":45,"\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":23,"\u6570\u636e\u8f93\u5165":38,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":61,"\u6570\u636e\u96c6\u63cf\u8ff0":62,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":65,"\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":60,"\u6570\u636e\u9884\u6d4b":63,"\u6570\u6910\u5b9a\u4e49":64,"\u6570\u6910\u8bf4\u660e\u6587\u6863":64,"\u6570\u6910\u96c6\u548c":64,"\u6570\u76ee":49,"\u6574\u4f53":36,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":36,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":52,"\u6574\u6570":41,"\u6574\u6570\u6807\u7b7e":[3,33],"\u6574\u6d01":36,"\u6587\u4e66\u5de5\u4f5c":61,"\u6587\u4ef6":[23,40,51,63],"\u6587\u4ef6\u4e2d":[52,58,61,63],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":58,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":58,"\u6587\u4ef6\u4e2d\u7684":58,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":65,"\u6587\u4ef6\u4e3a":[27,65],"\u6587\u4ef6\u4e4b\u5916":40,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":58,"\u6587\u4ef6\u5185\u5bb9\u4e3a":23,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":62,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u540d\u79f0\u4e3a":62,"\u6587\u4ef6\u59390":52,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":65,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":62,"\u6587\u4ef6\u7684\u6539\u53d8":40,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":62,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":57,"\u6587\u4ef6\u7d22\u5f15":45,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":60,"\u6587\u4ef6model":49,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":30,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":60,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":60,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":60,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":62,"\u6587\u672c\u6295\u5f71\u5c42":62,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":64,"\u6587\u6863":27,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":30,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":63,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":42,"\u6587\u7ae0":52,"\u65b0":36,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":41,"\u65b0\u624b\u5165\u95e8":55,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":26,"\u65b9\u4fbf":36,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":29,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":30,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":26,"\u65b9\u5f0f1":27,"\u65b9\u5f0f2":27,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":63,"\u65b9\u6cd5\u4e00":49,"\u65b9\u6cd5\u4e09":49,"\u65b9\u6cd5\u4e8c":49,"\u65c1\u8fb9":36,"\u65c5\u6e38\u7f51\u7ad9":64,"\u65e0":36,"\u65e0\u4e1a\u4eba\u58eb":61,"\u65e0\u5ef6\u8fdf":47,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":23,"\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":64,"\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":65,"\u65e9\u9910":36,"\u65f6":[18,27,35,39,41,47,52],"\u65f6\u5019":36,"\u65f6\u52a0\u4e0a":64,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":60,"\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":65,"\u65f6\u88ab\u8bad\u7ec3\u7684":41,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":49,"\u65f6\u95f4":36,"\u65f6\u95f4\u6233":61,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":61,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":36,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":41,"\u662f":[29,36],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":41,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":44,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":44,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":63,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":35,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":23,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":44,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":49,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":28,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":24,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":65,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":64,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":41,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":38,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,33],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":38,"\u662f\u4e00\u7ec4":50,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":51,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":23,"\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":63,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":28,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":27,"\u662f\u504f\u5dee":39,"\u662f\u5176\u5927\u5c0f":28,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":65,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":24,"\u662f\u5411\u91cf":41,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":38,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":29,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":47,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":41,"\u662f\u5426\u4f7f\u7528gpu":62,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":65,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":29,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":47,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":29,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":29,"\u662f\u5426\u5f00\u542frdma":29,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":47,"\u662f\u5426\u652f\u6301gpu":29,"\u662f\u5426\u663e\u793a":47,"\u662f\u5426\u7a00\u758f":41,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":29,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":29,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":29,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":29,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":29,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":47,"\u662f\u56e0\u4e3ac99\u652f\u6301":23,"\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":63,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":39,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":28,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":41,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":41,"\u662f\u5e8f\u5217":62,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":35,"\u662f\u6211\u4eec":40,"\u662f\u6307":24,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":36,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":36,"\u662f\u6570\u636e\u8f93\u5165":39,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":62,"\u662f\u6709\u610f\u4e49\u7684":36,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":39,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":28,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":63,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":65,"\u662f\u7528\u6237\u4f7f\u7528c":24,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":65,"\u662f\u77e9\u9635":41,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":28,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":57,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":41,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":41,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":41,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":41,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":41,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":41,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":41,"\u662f\u8f93\u5165":39,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":58,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":44,"\u662fc":24,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":38,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":50,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":44,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":38,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":60,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":50,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":41,"\u662frnn\u72b6\u6001":39,"\u663e":60,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":36,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":31,"\u6682\u4e0d\u8003\u8651\u5728\u5185":27,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":24,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":27,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":64,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":64,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":38,"\u66f4\u5feb":39,"\u66f4\u65b0":27,"\u66f4\u65b0\u6a21\u5f0f":27,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":27,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":60,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":60,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":60,"\u66f4\u8fdb\u4e00\u6b65":38,"\u66f4\u9ad8":39,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":38,"\u6700":36,"\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":65,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":52,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,40,41,45,60,64],"\u6700\u540e\u4e00\u4e2a":35,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":33,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":28,"\u6700\u540e\u5220\u9664":26,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":41,"\u6700\u597d\u7684\u6a21\u578b\u662f":64,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":47,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":23,"\u6700\u65b0\u7684\u4ee3\u7801":40,"\u6700\u65b0log":64,"\u6700\u7ec8":41,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":38,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":33,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":30,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":38,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":28,"\u6708\u6e56":36,"\u6709":36,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":50,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":65,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":62,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":41,"\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":41,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":27,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":61,"\u6709\u5173":36,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":39,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":33,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":52,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":64,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":45,"\u6709\u65f6\u79f0\u4e3a":64,"\u6709\u6807\u51c6\u7684":23,"\u6709\u7684\u65f6\u5019":23,"\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":44,"\u670d\u52a1":36,"\u670d\u52a1\u5458":36,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":65,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":64,"\u672a\u77e5\u8bcd":56,"\u672c\u4f8b\u4e2d\u4e3a0":56,"\u672c\u4f8b\u4e2d\u4e3a32":56,"\u672c\u4f8b\u4e2d\u4e3a4":56,"\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":36,"\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":60,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":60,"\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":60,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":60,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":26,"\u672c\u5730\u6d4b\u8bd5":46,"\u672c\u5730\u8bad\u7ec3":46,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":49,"\u672c\u5b9e\u4f8b\u4e2d":56,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":60,"\u672c\u5c42\u5c3a\u5bf8":58,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":58,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":58,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":63,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":39,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":64,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":58,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":36,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":28,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":36,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":36,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":50,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":52,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":56,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":50,"\u672c\u6587\u6863\u63cf\u8ff0paddl":24,"\u672c\u6765":36,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":52,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":52,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":52,"\u672c\u6b21\u8bd5\u9a8c":60,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":36,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":36,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":64,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":65,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":65,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":65,"\u673a\u5668\u7684\u8bbe\u5907":49,"\u673a\u5668\u7ffb\u8bd1":[26,59],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":47,"\u6761\u4ef6\u4e0b":50,"\u6765":36,"\u6765\u4ee3\u66ff":40,"\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":41,"\u6765\u505ableu\u8bc4\u4f30":65,"\u6765\u505c\u6b62\u8bad\u7ec3":62,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":44,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":62,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":62,"\u6765\u521d\u59cb\u5316\u53c2\u6570":27,"\u6765\u5b89\u88c5":45,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":33,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":36,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":60,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":64,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":41,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":58,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":33,"\u6765\u6ce8\u518c\u8be5\u5c42":41,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":49,"\u6765\u751f\u6210\u5e8f\u5217":65,"\u6765\u7684\u79d2\u6570":61,"\u6765\u786e\u4fdd\u628a":23,"\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":41,"\u6765\u8868\u793a":39,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":63,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":23,"\u6765\u8ba1\u7b97\u68af\u5ea6":41,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":36,"\u6765\u8bbe\u7f6e":27,"\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":40,"\u6765\u8fd0\u884c":45,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":44,"\u6765\u8fd0\u884c\u955c\u50cf":30,"\u6765\u8fdb\u884c\u8ba8\u8bba":24,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":27,"\u676f\u5b50":36,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":35,"\u6784\u9020":52,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":64,"\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":36,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":46,"\u67e5\u770b":[40,60],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":32,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":40,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":40,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":40,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":51,"\u6807\u51c6\u5dee\u4e3a":27,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":26,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":63,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":57,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":57,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":64,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":64,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":30,"\u6807\u7b7e\u6587\u4ef6":63,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":63,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":47,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":49,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":52,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":45,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":61,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":56,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":39,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":47,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":46,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":47,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":47,"\u6839\u636ecpu":30,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":51,"\u683c\u5f0f":47,"\u683c\u5f0f\u5982\u4e0b":60,"\u683c\u5f0f\u8bf4\u660e":56,"\u68af\u5ea6\u4f1a\u5c31\u5730":41,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":47,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":41,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":47,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":41,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":41,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u68d2":60,"\u697c\u5c42":36,"\u6a21\u5757":57,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":63,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":27,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":64,"\u6a21\u578b\u5171\u5305\u542b1":56,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":63,"\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":57,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":60,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":63,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":65,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":45,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":65,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":39,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":39,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":39,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":56,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":39,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":62,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":60,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":28,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":33,"\u6a21\u578b\u8def\u5f84":[58,63],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":63,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":23,"\u6a21\u578b\u91c7\u7528":56,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":36,"\u6b22\u8fce\u901a\u8fc7":40,"\u6b63\u6837\u672c":60,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":27,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":46,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":64,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":64,"\u6b64\u5904":56,"\u6b64\u5904\u90fd\u4e3a2":36,"\u6b64\u5916":40,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":44,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":64,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":30,"\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":38,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":64,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":63,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":64,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":63,"\u6bcf\u4e00\u4e2a":26,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":60,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":36,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":36,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":62,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":45,"\u6bcf\u4e00\u4e2akey\u7531":62,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":36,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":64,"\u6bcf\u4e2a":[39,45,63],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u6bcf\u4e2a\u5355\u5c42rnn":38,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":65,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":36,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":39,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":39,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":36,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":57,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":65,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":65,"\u6bcf\u4e2a\u5c42\u5728\u5176":41,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":60,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":47,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":39,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":65,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":64,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":64,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":38,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":36,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":41,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":36,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":36,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":62,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":62,"\u6bcf\u4e2a\u72b6\u6001":38,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":57,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":57,"\u6bcf\u4e2a\u7ebf\u7a0b":47,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":47,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":65,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":47,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":64,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":64,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":41,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":41,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":65,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":40,"\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":60,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":60,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":52,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":61,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":47,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":49,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":65,"\u6bcf\u6279\u6b21":47,"\u6bcf\u6b21":30,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":40,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":40,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":64,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":65,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":60,"\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":56,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":58,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":56,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":41,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":65,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":47,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":47,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":47,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":47,"\u6bcf\u969410\u5206\u949f":18,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":60,"\u6bcfdot":47,"\u6bcflog":47,"\u6bcfsave":47,"\u6bcftest":47,"\u6bd4\u5982":[19,27,30,40,60],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":36,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":40,"\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":27,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":50,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":40,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6c34\u6e29":36,"\u6c49\u5ead":36,"\u6c60\u5316\u5c42":57,"\u6ca1":36,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":32,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":56,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":61,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":62,"\u6cd5\u8bed":65,"\u6ce8":18,"\u6ce8\u610f":[3,29,30,33,39,41,42,52,57],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":52,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":49,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":64,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":52,"\u6ce8\u91ca\u6389":64,"\u6cf3\u6c60":36,"\u6d41":36,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":40,"\u6d44":36,"\u6d4b\u8bd5":40,"\u6d4b\u8bd5\u6570\u636e":45,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":45,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":45,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":65,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":45,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":45,"\u6d4b\u8bd5\u6570\u6910\u96c6":64,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":47,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":40,"\u6d4b\u8bd5\u6837\u672c":45,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":64,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":49,"\u6d4b\u8bd5\u811a\u672c\u662f":63,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":64,"\u6d4b\u8bd5docker\u955c\u50cf":26,"\u6d4b\u8bd5model_list":46,"\u6d4b\u8bd5save_dir":46,"\u6d4f\u89c8\u4ee3\u7801":30,"\u6d6a\u6f2b\u7247":61,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":27,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":56,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":41,"\u6dd8\u5b9d\u7b49":64,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":63,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":34,"\u6df7\u5408":63,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":39,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":52,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":27,"\u6e29\u99a8":36,"\u6e90":65,"\u6e90\u4ee3\u7801":[30,60],"\u6e90\u4ee3\u7801\u683c\u5f0f":40,"\u6e90\u5b57\u5178":65,"\u6e90\u5e8f\u5217":39,"\u6e90\u7801":30,"\u6e90\u7801\u4e0edemo":51,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":42,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":65,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":56,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":56,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":56,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":58,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":58,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":63,"\u6f14\u793a\u91c7\u7528":63,"\u6fc0\u6d3b":41,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":60,"\u6fc0\u6d3b\u65b9\u7a0b":41,"\u6fc0\u6d3b\u7684\u7c7b\u578b":41,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":36,"\u7136\u540e":[44,45,56,62],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":28,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":38,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":65,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":64,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":62,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":28,"\u7136\u540e\u5355\u51fb":40,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":52,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":58,"\u7136\u540e\u5728":65,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":36,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":30,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":65,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":27,"\u7136\u540e\u5728etcd\u7684":18,"\u7136\u540e\u5b9a\u4e49":39,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":52,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":62,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":62,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":65,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":63,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":62,"\u7136\u540e\u6240\u6709\u7528":40,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":58,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":51,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":40,"\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":64,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":65,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":62,"\u7136\u540e\u70b9\u51fb":40,"\u7136\u540e\u7528\u5bc6\u7801":30,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":62,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":52,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":41,"\u7136\u540e\u89e3\u538b":65,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":65,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":62,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":62,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":52,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":52,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":27,"\u7136\u800c":[39,47],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":64,"\u7248\u672c":32,"\u7248\u672c\u5206\u652f":26,"\u7248\u672c\u53f7":26,"\u7248\u672c\u53f7rc":26,"\u7248\u672c\u5728":40,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":26,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":27,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":63,"\u7279\u5f81":62,"\u7279\u5f81\u56fe\u5747\u503c":58,"\u7279\u5f81\u56fe\u65b9\u5dee":58,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":58,"\u7279\u5f81\u6587\u4ef6":63,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":62,"\u72af\u7f6a\u7247":61,"\u73af\u5883\u53d8\u91cf":52,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":27,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":62,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":23,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":64,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":44,"\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":[30,40],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":30,"\u751f\u6210":52,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":23,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":42,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":39,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":65,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":65,"\u751f\u6210\u6587\u6863":23,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":30,"\u751f\u6210\u7684":19,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":52,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":27,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":65,"\u751f\u6210\u7684html\u7248\u672c\u7684c":30,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":62,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":39,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":41,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":40,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":62,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":30,"\u751f\u6210api\u6587\u6863":23,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":30,"\u7528":[61,62,63],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":60,"\u7528\u4e8e":45,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":64,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":41,"\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":49,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":39,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":47,"\u7528\u4e8e\u653e\u7f6e":45,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":56,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":39,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":47,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":64,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":39,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":57,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":45,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":45,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":39,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":36,"\u7528\u6237":45,"\u7528\u62371\u7684\u7279\u5f81":62,"\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":38,"\u7528\u6237\u53ea\u9700\u6267\u884c":63,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":63,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":30,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":30,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":42,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":42,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":56,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":24,"\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":60,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":24,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":47,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":49,"\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":30,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":29,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":29,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":27,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":42,"\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":52,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":63,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":27,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":56,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":62,"\u7528\u6237\u7279\u5f81":62,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":63,"\u7528\u6237\u901a\u8fc7c":24,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":49,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":27,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":42,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":62,"\u7528\u6237id":61,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":61,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":41,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":28,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":62,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":62,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":28,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":52,"\u7531":38,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":30,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":36,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":50,"\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":28,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":61,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":36,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":41,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":63,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":65,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":58,"\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":23,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":28,"\u7531\u4e8estep":38,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":35,"\u7531grouplen":61,"\u7535\u5f711\u7684\u7279\u5f81":62,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":61,"\u7535\u5f71\u540d\u5b57\u6bb5":62,"\u7535\u5f71\u540d\u79f0":61,"\u7535\u5f71\u548c\u7528\u6237":62,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":62,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":61,"\u7535\u5f71\u7279\u5f81":62,"\u7535\u5f71\u7c7b\u578b":61,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":61,"\u7535\u5f71id":61,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":61,"\u7535\u8111":36,"\u767e\u4e07\u6570\u636e\u96c6":61,"\u7684":[36,40,45,51,52,60,64],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":38,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":28,"\u7684\u4e00\u79cd":65,"\u7684\u4e3a0":47,"\u7684\u4e3b\u8981\u90e8\u5206":63,"\u7684\u4efb\u4e00\u4e00\u79cd":27,"\u7684\u4efb\u52a1":65,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":35,"\u7684\u504f\u7f6e\u5411\u91cf":41,"\u7684\u5185\u5b58":27,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":65,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":52,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":44,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":58,"\u7684\u522b\u540d":[6,7],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":62,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":47,"\u7684\u53d8\u6362\u77e9\u9635":41,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":64,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":39,"\u7684\u540e\u7f00":61,"\u7684\u5411\u91cf":41,"\u7684\u542f\u52a8\u53c2\u6570":52,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":52,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u7684\u5730\u5740":50,"\u7684\u5730\u65b9":40,"\u7684\u5747\u5300\u5206\u5e03":27,"\u7684\u5934\u6587\u4ef6":23,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":28,"\u7684\u5e73\u5747\u503c":35,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":36,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":40,"\u7684\u603b":45,"\u7684\u63a5\u53e3\u6837\u5f0f":23,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":40,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":60,"\u7684\u6570\u76ee\u4e00\u81f4":35,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":40,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":65,"\u7684\u65b9\u7a0b":41,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":32,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":27,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":36,"\u7684\u6700\u5c0f\u503c":47,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":40,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":39,"\u7684\u6837\u5f0f":40,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":38,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":63,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":40,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":23,"\u7684\u7248\u672c\u53f7":56,"\u7684\u7279\u5f81":58,"\u7684\u72b6\u6001":38,"\u7684\u7528\u6237\u53c2\u8003":45,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":62,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":28,"\u7684\u77e9\u9635":41,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":65,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":41,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":63,"\u7684\u7b2ci\u4e2a\u503c":41,"\u7684\u7b2cj\u4e2a\u503c":41,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":45,"\u7684\u7ed3\u6784\u5982\u4e0b":62,"\u7684\u7ef4\u5ea6":56,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":65,"\u7684\u89c4\u8303":23,"\u7684\u89d2\u5ea6":19,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":60,"\u7684\u8bdd":27,"\u7684\u8def\u5f84\u4e2d":64,"\u7684\u8f93\u5165":38,"\u7684\u8f93\u51fa":44,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":44,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":39,"\u7684\u8f93\u51fa\u683c\u5f0f":36,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":39,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":61,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":40,"\u7684\u90e8\u5206":45,"\u7684\u914d\u7f6e":56,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":40,"\u7684docker\u955c\u50cf":30,"\u76ee\u524d":[38,63],"\u76ee\u524d\u4f7f\u7528":40,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":23,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":35,"\u76ee\u524d\u652f\u6301fail":47,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":47,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":38,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":23,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":42,"\u76ee\u5f55":[45,51,52,64],"\u76ee\u5f55\u4e0b":[24,41,60,65],"\u76ee\u5f55\u4e0b\u627e\u5230":60,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":27,"\u76ee\u5f55\u4e2d":[45,62],"\u76ee\u5f55\u4e2d\u7684":[44,45],"\u76ee\u5f55\u4e2dpaddl":52,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":63,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":52,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":65,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":60,"\u76ee\u6807":65,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":63,"\u76ee\u6807\u5411\u91cf":39,"\u76ee\u6807\u5b57\u5178":65,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":27,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":28,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":23,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":24,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":23,"\u76f4\u63a5\u8fd0\u884c":30,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":60,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":57,"\u76f8\u5173\u8bba\u6587":63,"\u76f8\u53cd":65,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":27,"\u76f8\u5bf9":36,"\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":60,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":63,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":63,"\u76f8\u5f53":36,"\u77e9\u9635":46,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":64,"\u7814\u7a76\u751f":61,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":40,"\u793a":60,"\u793a\u4f8b":[27,58],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":36,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":36,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":36,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":23,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":23,"\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":33,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":33,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":27,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":65,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":36,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":27,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":28,"\u79bb":36,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u79d1\u5b66\u5bb6":61,"\u79d1\u5e7b\u7247":61,"\u79f0\u4e3a":[39,40],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":30,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":30,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":35,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":47,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":41,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":52,"\u7a00\u758f\u768401\u5411\u91cf":[3,33],"\u7a00\u758f\u7684\u5411\u91cf":[3,33],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":49,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":52,"\u7a0b\u5e8f\u505c\u6b62":47,"\u7a0b\u5e8f\u5458":61,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":47,"\u7a20\u5bc6\u5411\u91cf":41,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":52,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,33],"\u7a97\u6237":36,"\u7acb\u523b\u9000\u51fa":27,"\u7aef\u53e3":45,"\u7aef\u53e3\u6570":45,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":45,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":27,"\u7b2c":36,"\u7b2c\u4e00\u4e2a":40,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":30,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":36,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":26,"\u7b2c\u4e00\u5929":36,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":30,"\u7b2c\u4e00\u7ae0\u8282":33,"\u7b2c\u4e00\u884c\u4ece":64,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":58,"\u7b2c\u4e00\u884c\u662f":56,"\u7b2c\u4e00\u884c\u7684":65,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":28,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":64,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":65,"\u7b2c\u4e09\u6b65":58,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":26,"\u7b2c\u4e8c":64,"\u7b2c\u4e8c\u4e2a\u4e3a":26,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":30,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":65,"\u7b2c\u4e8c\u6b65":[56,58],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":30,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":58,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":28,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":41,"\u7b49":24,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":24,"\u7b49\u5176\u4ed6":65,"\u7b49\u53c2\u6570":52,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":50,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":50,"\u7b49\u6587\u4ef6":24,"\u7b49\u7b49":[60,65],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":50,"\u7b80\u4ecb":43,"\u7b80\u5355\u6765\u8bf4":44,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":27,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":62,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":44,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":62,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":51,"\u7b80\u76f4":36,"\u7b97\u6cd5":[27,28,39,64],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":39,"\u7b97\u6cd5\u914d\u7f6e":64,"\u7ba1\u7406\u4eba\u5458":61,"\u7ba1\u7406\u5458":61,"\u7c7b\u4f3c":[24,35],"\u7c7b\u4f3c\u5730":63,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":41,"\u7c7b\u522b\u4e2a\u6570":57,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":46,"\u7c7b\u522bid":60,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":60,"\u7c7b\u540d\u548cc":23,"\u7c7b\u578b":[23,47,62],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":35,"\u7c7b\u578b\u662fsparse_binary_vector":[3,33],"\u7c7b\u578b\u662fsparse_float_vector":[3,33],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":36,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":41,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":41,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":27,"\u7ea2\u697c\u68a6":56,"\u7eaa\u5f55\u7247":61,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":30,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":28,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":28,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":28,"\u7ebf\u7a0bid\u53f7":49,"\u7ec6\u8282\u63cf\u8ff0":48,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":27,"\u7ed3\u5408":50,"\u7ed3\u675f\u6807\u8bb0":39,"\u7ed3\u6784\u5982\u4e0b":64,"\u7ed3\u6784\u5982\u4e0b\u56fe":56,"\u7ed3\u679c\u4fdd\u5b58\u5728":63,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":64,"\u7ed3\u8bba":23,"\u7ed9":36,"\u7ed9\u4e2a\u7b80\u5355\u7684":40,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":57,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":57,"\u7ed9\u5b9a\u52a8\u8bcd":63,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":64,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":38,"\u7edf\u4e00\u7528":19,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":36,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":36,"\u7ef4\u5ea6\u4e3aword_dim":60,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":60,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":60,"\u7ef4\u62a4":50,"\u7ef4\u7a7a\u95f4":39,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":39,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":27,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":62,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":52,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":52,"\u7f16\u53f7":62,"\u7f16\u53f7\u4ece0\u5f00\u59cb":27,"\u7f16\u53f7\u5b57\u6bb5":62,"\u7f16\u7801\u5411\u91cf":39,"\u7f16\u7801\u5668\u8f93\u51fa":39,"\u7f16\u7801\u6e90\u5e8f\u5217":39,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":65,"\u7f16\u8bd1":[30,40],"\u7f16\u8bd1\u5668\u6ca1\u6709":23,"\u7f16\u8bd1\u578b\u8bed\u8a00":23,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":42,"\u7f16\u8bd1\u5b8c\u6210\u540e":42,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":47,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":31,"\u7f16\u8bd1\u751f\u6210":42,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":26,"\u7f16\u8bd1\u9009\u9879":29,"\u7f16\u8bd1c":24,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1ubuntu\u7684deb\u5305":26,"\u7f16\u8f91":50,"\u7f29\u653e\u53c2\u6570":58,"\u7f51\u7edc":[63,64],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":50,"\u7f51\u7edc\u540d\u79f0":60,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":41,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":41,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":41,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":41,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":47,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":41,"\u7f51\u7edc\u63a5\u53e3\u5361":45,"\u7f51\u7edc\u6a21\u5757":58,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":63,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":64,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":62,"\u7f51\u7edc\u901a\u4fe1":41,"\u7f51\u7edc\u914d\u7f6e":[45,60,64],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[58,63],"\u800c":[28,39,51,62],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":64,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":24,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":23,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":45,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":27,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":36,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":64,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":24,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":65,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":47,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":44,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":44,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":49,"\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":36,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":58,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":23,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":23,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":64,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":36,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":36,"\u800c\u5bf9\u4e8egolang":23,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":23,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":36,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":44,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":27,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":24,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":44,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":46,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":64,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":39,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":33,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":49,"\u800c\u7cfb\u7edf\u4e2d\u7684":27,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":36,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":36,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":40,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":29,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":38,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":23,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":33,"\u800cweight":57,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":33,"\u804c\u4e1a":61,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":61,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":38,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":38,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":60,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":38,"\u80fd\u83b7\u53d6":45,"\u811a\u672c":[45,57,62],"\u811a\u672c\u4fdd\u5b58\u5728":57,"\u811a\u672c\u5f00\u59cb\u65f6":52,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":64,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":64,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":57,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":40,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":45,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":38,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81ea\u52a8\u751f\u6210":42,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":39,"\u81ea\u5e95\u5411\u4e0a\u6cd5":60,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":49,"\u81ea\u7531\u804c\u4e1a\u8005":61,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":24,"\u81f3\u6b64":[3,36,40],"\u8212\u9002":36,"\u826f\u597d\u7684\u6587\u6863":23,"\u827a\u672f\u5bb6":61,"\u8282\u70b9\u4e2d\u7684":45,"\u82e5":41,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":35,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":44,"\u82e5\u6709\u5fc5\u8981":41,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":35,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":35,"\u82f1\u6587\u6587\u6863":42,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":42,"\u82f1\u8bed":65,"\u8303\u56f4":49,"\u83b7\u53d6":40,"\u83b7\u53d6\u5229\u7528":60,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":64,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":60,"\u83b7\u53d6\u901a\u8fc7":64,"\u83b7\u53d6trainer":52,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":41,"\u867d\u7136":28,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":24,"\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":45,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":46,"\u884c":56,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":58,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":61,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":30,"\u8865\u5145\u4e0a\u6b21\u7684commit":40,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":41,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":41,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":50,"\u8868\u793a\u4e3adeviceid":49,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":45,"\u8868\u793a\u5973\u6027":61,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":36,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":45,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":45,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":65,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":61,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":60,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":64,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":64,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":64,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":52,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":60,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":60,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":52,"\u88ab":40,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"\u88ab\u653e\u5728":41,"\u88ab\u79f0\u4e3a":39,"\u897f\u90e8\u7247":61,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":62,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":65,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":44,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":45,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":57,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":62,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":35,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":38,"\u8981\u8c03\u7528":41,"\u89e3\u51b3\u529e\u6cd5\u662f":27,"\u89e3\u51b3\u65b9\u6848\u662f":27,"\u89e3\u538b":65,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":62,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":62,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":52,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":39,"\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":39,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":65,"\u89e3\u91ca":60,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":23,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":23,"\u8ba1\u7b97":39,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":41,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":28,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":39,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":41,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":41,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":39,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":41,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":41,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":28,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":41,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":41,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":41,"\u8ba1\u7b97\u8f93\u51fa":41,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":60,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":62,"\u8ba9paddle\u6838\u5fc3\u4e2d":24,"\u8bad\u7ec3":[46,64],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u4f5c\u4e1a":45,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":57,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":63,"\u8bad\u7ec3\u540e":63,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":26,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":45,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":44,"\u8bad\u7ec3\u5b8c\u6210\u540e":28,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":65,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":27,"\u8bad\u7ec3\u6570\u6910\u96c6":64,"\u8bad\u7ec3\u65f6":52,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":60,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":64,"\u8bad\u7ec3\u6a21\u578b\u540e":39,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":26,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":65,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":63,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":52,"\u8bad\u7ec3\u811a\u672c":60,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":60,"\u8bad\u7ec3\u81f3\u591a":62,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":52,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":27,"\u8bad\u7ec3\u8f6e\u6b21":60,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":27,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":46,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":47,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":47,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":47,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":64,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":64,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":64,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":57,"\u8bad\u7ec3dot_period":46,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":26,"\u8bb0\u5fc6\u6a21\u5757":39,"\u8bba\u6587":58,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":45,"\u8bbe\u4e3a\u672c\u5730":45,"\u8bbe\u7f6e":24,"\u8bbe\u7f6e\u4e3a":41,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":47,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":47,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":65,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":65,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":64,"\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":27,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[27,43,62],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":64,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":64,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":64,"\u8bbe\u7f6e\u6210":27,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":27,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":63,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":64,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":64,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":64,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":65,"\u8bbe\u7f6e\u7c7b\u522b\u6570":64,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[63,64],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":64,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":41,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":64,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":49,"\u8bbe\u7f6ebatch":64,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":65,"\u8bbe\u7f6egpu":47,"\u8bbe\u7f6epass":64,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":65,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":52,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":28,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":60,"\u8bc4\u5206":[61,62],"\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":62,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":61,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":40,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":40,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":40,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":40,"\u8bc6\u522b\u6570\u5b57":26,"\u8bcd\u5411\u91cf":[26,56],"\u8bcd\u5411\u91cf\u6a21\u578b":59,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":56,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":56,"\u8bcd\u9891\u6700\u9ad8\u7684":65,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":44,"\u8be5":[45,63],"\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":47,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":47,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":47,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":47,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":47,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":47,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":47,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":47,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":47,"\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":41,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":60,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":47,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":41,"\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":29,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":61,"\u8be5\u6570\u636e\u96c6":56,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":61,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":61,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":47,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":62,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":58,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":62,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":57,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":60,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":65,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":28,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":39,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":62,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":62,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":62,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":28,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":41,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":62,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":58,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":57,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":41,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":36,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":45,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":60,"\u8be6\u7ec6\u53ef\u53c2\u8003":40,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":58,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":27,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":60,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":29,"\u8be6\u7ec6\u89c1":35,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[59,63],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":26,"\u8bed\u8a00\u6a21\u578b":56,"\u8bf4\u660e":[18,29,52],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":40,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":62,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":41,"\u8bf7\u4fdd\u8bc1travi":40,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":42,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":49,"\u8bf7\u53c2\u8003":[3,24,27,33,36,39,41,42,60],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":60,"\u8bf7\u53c2\u8003\u9875\u9762":62,"\u8bf7\u53c2\u8003layer\u6587\u6863":57,"\u8bf7\u53c2\u89c1":40,"\u8bf7\u53c2\u9605":39,"\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":63,"\u8bf7\u5728\u8be5pull":40,"\u8bf7\u5b89\u88c5cuda":32,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":42,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":40,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":40,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":30,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":47,"\u8bf7\u67e5\u770b":56,"\u8bf7\u6ce8\u610f":[30,39,51,56],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":40,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":40,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":49,"\u8bf7\u786e\u4fdd":40,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":40,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":40,"\u8bf7\u8bb0\u4f4f":45,"\u8bf7\u8fd0\u884c":30,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":40,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":27,"\u8bf7\u9075\u5b88":40,"\u8bf7\u91c7\u7528":40,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":49,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":28,"\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":52,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":52,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":52,"\u8c03\u7528":[41,57],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":28,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":41,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":63,"\u8d1f\u6837\u672c":60,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":64,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":64,"\u8d21\u732e\u6587\u6863":42,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":50,"\u8d77":36,"\u8def\u5f84\u4e0b":[28,58],"\u8df3\u8f6c\u5230":40,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":57,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8f6c\u6362\u8fc7\u6765\u7684":58,"\u8f6e":62,"\u8f83":36,"\u8f93\u5165":[35,39],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":38,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":38,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":57,"\u8f93\u5165\u5c42\u5c3a\u5bf8":58,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":36,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":36,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":36,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":49,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":64,"\u8f93\u5165\u6587\u672c":56,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":56,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":41,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":41,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":58,"\u8f93\u5165\u7684":56,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":65,"\u8f93\u5165\u7684\u540d\u5b57":41,"\u8f93\u5165\u7684\u5927\u5c0f":41,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":56,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":56,"\u8f93\u5165\u7684\u7c7b\u578b":41,"\u8f93\u5165\u95e8":64,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":64,"\u8f93\u5165n\u4e2a\u5355\u8bcd":60,"\u8f93\u51fa":[35,39],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":60,"\u8f93\u51fa\u51fd\u6570":39,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":35,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":38,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":62,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":56,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":64,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":64,"\u8f93\u51fa\u67092\u5217":56,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":58,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":56,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":56,"\u8f93\u51fa\u7684\u68af\u5ea6":47,"\u8f93\u51fa\u76ee\u5f55":58,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":51,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":36,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":27,"\u8fd0":30,"\u8fd0\u884c":32,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":62,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":65,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":30,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":56,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":56,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":28,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":30,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":45,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[27,43,60],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":30,"\u8fd0\u884c\u5931\u8d25":49,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":56,"\u8fd0\u884c\u5b8c\u6210\u540e":45,"\u8fd0\u884c\u5b8c\u811a\u672c":64,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":56,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":64,"\u8fd0\u884c\u65e5\u5fd7":45,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":52,"\u8fd1":36,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":65,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":63,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":62,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,33],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":26,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":41,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":36,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":40,"\u8fd8\u662f":36,"\u8fd8\u662f\u4ece":19,"\u8fd8\u6709":36,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":64,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":63,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":57,"\u8fd9":[27,36,60],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":44,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":24,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":24,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":38,"\u8fd9\u4e09\u4e2a\u5206\u652f":26,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":60,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":45,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":57,"\u8fd9\u4e24\u4e2a\u6807\u51c6":63,"\u8fd9\u4e2a":[36,50],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":27,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":27,"\u8fd9\u4e2a\u51fd\u6570\u7684":39,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":36,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":39,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":24,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":24,"\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":65,"\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":52,"\u8fd9\u4e2a\u57fa\u7c7b":41,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":24,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":64,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":38,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":23,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":36,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":65,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":23,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":60,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":65,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":24,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":36,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":30,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":41,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":41,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":63,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":24,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":24,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":50,"\u8fd9\u4e2a\u8868\u683c":50,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":38,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":28,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":40,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":56,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":50,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":65,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":30,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":39,"\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":24,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":52,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":38,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":27,"\u8fd9\u4e9b":45,"\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":52,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":62,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":41,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":27,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":27,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":58,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":58,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":58,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":63,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":36,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":41,"\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":28,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":40,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":40,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":41,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":65,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":36,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":29,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":40,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":40,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":36,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":63,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":36,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":63,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":39,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":23,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":65,"\u8fd9\u5df2\u7ecf\u5728":64,"\u8fd9\u610f\u5473\u7740":39,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":28,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":49,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":27,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":64,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":35,"\u8fd9\u662f\u56e0\u4e3a":23,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":57,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":40,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":36,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":27,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":65,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":65,"\u8fd9\u6837":[24,28,45],"\u8fd9\u6837\u4fdd\u8bc1":26,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":27,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":49,"\u8fd9\u6837\u5bb9\u5668\u7684":52,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":62,"\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":30,"\u8fd9\u6837\u5f53\u8be5pull":40,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":41,"\u8fd9\u6837\u7684\u8bdd":51,"\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":62,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":44,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":28,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":41,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":27,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":41,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":49,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":39,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":38,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":52,"\u8fd9\u7bc7\u6587\u6863":40,"\u8fd9\u7bc7\u6587\u7ae0":65,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":36,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":39,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":23,"\u8fd9\u91cc":[27,30,39,40,50,52,58,63],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":30,"\u8fd9\u91cc\u4ee5":60,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":28,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":28,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":64,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":36,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":27,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":28,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":65,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":60,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":33,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":28,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":62,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":57,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":57,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":62,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":41,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":30,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":52,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":60,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":28,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":65,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":65,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":45,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":65,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":65,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":65,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":57,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":60,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":50,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":65,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":65,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":65,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":60,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":40,"\u8fdb\u5165":64,"\u8fdb\u5165\u5bb9\u5668":51,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":30,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":52,"\u8fdb\u7a0b\u7684":45,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":52,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":52,"\u8fdb\u7a0b\u9700\u8981\u7684":52,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":26,"\u8fdb\u884c\u4e86":36,"\u8fdb\u884c\u4f7f\u7528":57,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":52,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":52,"\u8fdb\u884c\u56de\u590d":40,"\u8fdb\u884c\u5f00\u53d1":40,"\u8fdb\u884c\u62c6\u89e3":36,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":41,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":28,"\u8fdb\u884c\u9884\u6d4b":60,"\u8fdb\u9636\u6307\u5357":[33,55],"\u8fde\u63a5":38,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":64,"\u9000\u4f11\u4eba\u5458":61,"\u9000\u51fa\u5bb9\u5668":51,"\u9002\u4e2d":36,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":30,"\u9009":36,"\u9009\u62e9":36,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":60,"\u9009\u62e9\u76ee\u6807\u5206\u652f":40,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":47,"\u9009\u62e9\u8fc7\u540e\u7684":65,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":50,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":61,"\u9009\u9879":[29,56],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"\u901a\u5e38":[24,45,64],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":52,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":49,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":27,"\u901a\u5e38\u540d\u5b57\u662f":40,"\u901a\u5e38\u60c5\u51b5\u4e0b":44,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":51,"\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":50,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":39,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":41,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":36,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":49,"\u901a\u7528":46,"\u901a\u77e5":36,"\u901a\u8fc7":[27,36,40,41,45,60],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":38,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":57,"\u901a\u8fc7\u4f7f\u7528":29,"\u901a\u8fc7\u51fd\u6570":52,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":57,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":27,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":38,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":38,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":40,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":64,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":60,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":24,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":33,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":41,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":60,"\u901a\u8fc7data":38,"\u901a\u8fc7volum":50,"\u903b\u8f91\u56de\u5f52":60,"\u9053\u6b49":36,"\u9069":36,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":40,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":26,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":61,"\u9075\u5faa\u6587\u7ae0":56,"\u90a3\u4e48":[24,38,41],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":38,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":27,"\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":27,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":27,"\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":27,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":28,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":39,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":39,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":27,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":27,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":42,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":27,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":27,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":27,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":49,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":44,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":44,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":27,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":44,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":44,"\u90ae\u7f16":61,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":50,"\u90fd":36,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":47,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":28,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":36,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":35,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":36,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":23,"\u90fd\u7528":40,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":40,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":41,"\u914d\u7f6e":64,"\u914d\u7f6e\u4e86\u7f51\u7edc":62,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":57,"\u914d\u7f6e\u5982\u4e0b":56,"\u914d\u7f6e\u6253\u5f00":44,"\u914d\u7f6e\u6587\u4ef6":60,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":41,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":56,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":45,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":39,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":41,"\u914d\u7f6eapi":35,"\u9152\u5e97":36,"\u91c7\u6837\u5c42":62,"\u91c7\u7528":63,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":63,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":47,"\u91c7\u7528multi":27,"\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":51,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":32,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":23,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":58,"\u91cc\u7684\u65e5\u5fd7":45,"\u91cc\u9762\u6db5\u76d6\u4e86":30,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":30,"\u91cd\u547d\u540d\u6210":23,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":44,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":51,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":27,"\u9488\u5bf9\u6587\u672c":62,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":29,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":23,"\u94fe\u63a5\u5f85\u8865\u5145":60,"\u9500\u552e":61,"\u9519\u8bef\u5904\u7406":23,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":23,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":23,"\u9519\u8bef\u7387":60,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":27,"\u955c\u50cf\u91cc\u6709":51,"\u957f\u5ea6":27,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":39,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":39,"\u95ee\u9898":28,"\u95f4\u9694":60,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":47,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":47,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":36,"\u9664\u53bbdata\u5c42":60,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":24,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":56,"\u9664\u96f6\u7b49\u95ee\u9898":27,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00build":40,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":63,"\u968f\u673a\u6570\u7684\u79cd\u5b50":47,"\u968f\u673a\u6570seed":46,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":28,"\u9694\u5f00":58,"\u96c6":61,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":65,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":65,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":47,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":51,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":45,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":45,"\u96c6\u7fa4\u5de5\u4f5c":45,"\u96c6\u7fa4\u6d4b\u8bd5":46,"\u96c6\u7fa4\u8bad\u7ec3":46,"\u96c6\u7fa4\u8fdb\u7a0b":45,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":45,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":45,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":45,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":44,"\u9700\u8981":19,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":52,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":40,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":50,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":40,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":52,"\u9700\u8981\u5728":45,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":51,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":42,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":24,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":58,"\u9700\u8981\u5bf9":50,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":27,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":64,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":26,"\u9700\u8981\u5f15\u7528":24,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":36,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":33,"\u9700\u8981\u660e\u786e\u6307\u5b9a":47,"\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":50,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":23,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":52,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[26,47,62],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":41,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":36,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":24,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":38,"\u975e\u5e38\u6570":41,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":41,"\u97f3\u4e50\u5267":61,"\u987a\u5e8f":36,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":62,"\u9884\u5904\u7406\u811a\u672c":64,"\u9884\u5b9a\u4e49\u7f51\u7edc":64,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":64,"\u9884\u63d0\u4ea4\u94a9\u5b50":40,"\u9884\u6d4b\u540e":63,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":64,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":58,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":62,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":60,"\u9884\u6d4b\u811a\u672c\u662f":63,"\u9884\u6d4bid":60,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":64,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":56,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":56,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":58,"\u989d\u5916\u7684\u53c2\u6570":60,"\u9996\u5148":[3,28,36,39,41,56,58,60,63,64],"\u9996\u5148\u4e0b\u8f7dcifar":57,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":29,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":40,"\u9996\u5148\u5b89\u88c5paddlepaddl":64,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":41,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":41,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":65,"\u9996\u5148\u901a\u8fc7":40,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":33,"\u9a71\u52a8":42,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":61,"\u9ad8\u4eae\u90e8\u5206":36,"\u9ad8\u53ef\u7528":50,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":39,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":27,"\u9ed1\u8272\u7535\u5f71":61,"\u9ed8\u8ba4":[3,47,65],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":60,"\u9ed8\u8ba4\u4e0d\u663e\u793a":47,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":38,"\u9ed8\u8ba4\u4e3a0":[47,49],"\u9ed8\u8ba4\u4e3a1":[3,49],"\u9ed8\u8ba4\u4e3a100":49,"\u9ed8\u8ba4\u4e3a4096mb":47,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":62,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":38,"\u9ed8\u8ba4\u4e3anull":47,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":47,"\u9ed8\u8ba4\u503c":[29,35,49],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":38,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[27,45,64],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":64,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":36,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":64,"\u9ed8\u8ba4\u7684":51,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":49,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":45,"adamax\u7b49":60,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":60,"api\u4e2d\u4f7f\u7528":23,"api\u5bf9\u6bd4\u4ecb\u7ecd":37,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":24,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":24,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":24,"api\u63a5\u53e3":50,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":24,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":42,"api\u65f6":24,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":24,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":24,"api\u66b4\u9732\u7684\u7c7b\u578b":24,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":24,"api\u7684\u5b9e\u4f8b":24,"api\u7684\u5b9e\u73b0\u7ec6\u8282":24,"api\u7684\u63a5\u53e3":24,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":24,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":24,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":24,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":24,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":27,"atlas\u7684\u8def\u5f84":29,"avx\u7684\u955c\u50cf":30,"awselasticblockstore\u7b49":50,"batch\u4e2d\u5305\u542b":27,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":47,"batches\u6b21":47,"bin\u548c\u8bc4\u5206\u6587\u4ef6":62,"blas\u7684\u8def\u5f84":29,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":30,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":26,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":30,"book\u7684":33,"book\u7684docker\u955c\u50cf":30,"bool\u578b\u53c2\u6570":3,"boolean":[9,23],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":26,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":26,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":30,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":30,"byte":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":23,"c\u6709\u6807\u51c6\u7684abi":23,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":23,"caoying\u7684pul":65,"case":[9,24,25,44],"char":21,"class":[6,7,8,9,10,11,12,13,15,16,23,27,41,64],"cmake\u4e2d\u5c06":44,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":27,"cmake\u7f16\u8bd1\u65f6":29,"cmake\u914d\u7f6e\u4e2d\u5c06":44,"conf\u4f5c\u4e3a\u914d\u7f6e":65,"const":[21,41],"container\u4e2d":51,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":24,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":24,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":24,"core\u6982\u5ff5":24,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":33,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":27,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":49,"count\u548cgpu":49,"cpu\u7248\u672c":32,"cuda\u5e73\u53f0":32,"cuda\u5e93":47,"cudnn\u5e93":[29,47],"dat\u4e2d":62,"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":52,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":36,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":36,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,60],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":27,"deb\u5305":26,"deb\u5305\u7f16\u8bd1\u95ee\u9898":26,"deb\u5b89\u88c5\u5305":32,"decay\u5219\u4e3a0":57,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":38,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":38,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":38,"decoer\u67b6\u6784":38,"default":[7,8,9,10,12,13,15,16,49,51,52,64],"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":62,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":65,"docker\u5b58\u5728\u95ee\u9898":30,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":42,"docker\u7684\u5b98\u7f51":42,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":30,"dockerfile\u4f4d\u4e8epaddlepaddl":30,"dockers\u8bbe\u7f6e":30,"dropout\u7684\u6bd4\u4f8b":41,"elec\u6d4b\u8bd5\u96c6":60,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":60,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":36,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":38,"encoder\u8f93\u51fa":38,"entropy\u4f5c\u4e3acost":27,"enum":21,"evaluator\u7684\u503c\u4f4e\u4e8e0":65,"export":[27,30,32,57],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,33],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":49,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":49,"final":[10,62],"float":[3,7,8,9,11,13,28,44,58,62],"float\u7b49":49,"function":[9,10,11,13,16,17,20,21,22,25,39,64],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":65,"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":40,"github\u9996\u9875":40,"golang\u53ef\u4ee5\u4f7f\u7528":23,"golang\u7684":23,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":29,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":44,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":30,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":43,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":47,"gpu\u7248\u672c":32,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":63,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":27,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":64,"group\u6559\u7a0b":37,"gru\u6216lstm":39,"gru\u6a21\u578b":60,"gru\u6a21\u578b\u914d\u7f6e":60,"h\u5e76\u4e0d\u56f0\u96be":23,"hot\u7a20\u5bc6\u5411\u91cf":62,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":42,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,33],"id\u4e3a0\u7684\u6982\u7387":60,"id\u4e3a1\u7684\u6982\u7387":60,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":47,"id\u6307\u5b9a\u7684gpu":49,"id\u65e0\u6548":47,"image\u91cc":51,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"imdb\u6570\u636e\u96c6\u5305\u542b25":64,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":64,"imdb\u7684\u6570\u6910\u96c6":64,"import":[3,5,8,9,16,27,28,33,42,56,57,58,62,64,65],"include\u4e0b\u9700\u8981\u5305\u542bcbla":29,"include\u4e0b\u9700\u8981\u5305\u542bmkl":29,"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":[3,7,8,9,10,13,20,21,22,23,24,25,36,41,49,60,62,63],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":23,"issue\u7f16\u53f7":40,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":50,"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":50,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":52,"job\u7684\u540d\u5b57":52,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":52,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":43,"kubernetes\u5355\u673a\u8bad\u7ec3":43,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":50,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":52,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":52,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":50,"kubernetes\u652f\u6301\u591a\u79cdvolum":50,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":51,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":50,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":36,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":36,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":35,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":38,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":33,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":41,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":29,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":29,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":29,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":29,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":26,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":49,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":49,"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":64,"lstm\u6a21\u578b":60,"lstm\u6a21\u578b\u914d\u7f6e":60,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":64,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":38,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":39,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":39,"memory\u53ea\u80fd\u5728":38,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":36,"memory\u6307\u5411\u4e00\u4e2alay":38,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":39,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":36,"memory\u7684":39,"memory\u7684\u521d\u59cb\u72b6\u6001":38,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":36,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":38,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":39,"memory\u7684i":38,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":38,"mkl\u7684\u8def\u5f84":29,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":29,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":65,"mode\u7684python\u51fd\u6570":65,"model\u505a\u5206\u652f\u7ba1\u7406":26,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":62,"name\u662f\u4f53\u88c1":62,"name\u662f\u5e74\u9f84":62,"name\u662f\u6027\u522b":62,"name\u662f\u7535\u5f71\u540d":62,"name\u662f\u804c\u4e1a":62,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":52,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[9,13,17,20,21,25,40,41],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":50,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":65,"noavx\u7248\u672c":32,"normalization\u5c42":58,"normalization\u5c42\u7684\u53c2\u6570":58,"note\u7684\u4e66\u5199":26,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":30,"null":[9,41,47,62],"num_gradient_servers\u53c2\u6570":52,"openblas\u7684\u8def\u5f84":29,"out\u4e0b\u5305\u542b":57,"out\u7684\u6587\u4ef6\u5939":57,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":36,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":52,"packages\u91cc\u9762":27,"packages\u91cc\u9762\u7684python\u5305":27,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":29,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":23,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":65,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":36,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":27,"paddle\u4f7f\u7528git":26,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":23,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":23,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":26,"paddle\u66ff\u6362\u6210":30,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":26,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":26,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":26,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":51,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":23,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":24,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":23,"paddle\u7684c":24,"paddle\u7684dock":51,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":30,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":24,"paddle\u955c\u50cf":51,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":23,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":24,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":23,"paddle_\u7c7b\u578b\u540d":24,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":24,"paddlepaddle\u4e2d":[35,38],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":64,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":36,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":33,"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":33,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":60,"paddlepaddle\u4f7f\u7528\u5747\u503c0":27,"paddlepaddle\u4f7f\u7528avx":27,"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":28,"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":30,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":29,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":60,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":36,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":41,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":36,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,33],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":60,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":28,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":28,"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":30,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":28,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":32,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":31,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":33,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":29,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":28,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":27,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":27,"paddlepaddle\u6587\u6863\u4f7f\u7528":42,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":42,"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":[28,33],"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":30,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":27,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":42,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":42,"paddlepaddle\u7684\u6e90\u7801":40,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":31,"paddlepaddle\u7684bas":41,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":31,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":36,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":30,"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":27,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":60,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":38,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":38,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":52,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":30,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":47,"pass\u5230":65,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":47,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":47,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":47,"passes\u8f6e":47,"patch\u53f7":26,"patch\u53f7\u52a0\u4e00":26,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":49,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":47,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":47,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":47,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":47,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":64,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":64,"period\u6574\u9664":47,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":47,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":50,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":50,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":57,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":60,"prod\u7684\u751f\u4ea7\u955c\u50cf":30,"public":[13,41,51,64],"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":[2,4,27,39,60,62],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":27,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":28,"python\u5305":42,"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":41,"query\u6539\u5199":65,"rate\u4e3a0":65,"rate\u4e3a5":65,"rate\u88ab\u8bbe\u7f6e\u4e3a0":57,"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":52,"release\u9875\u9762":26,"repo\u7684\u6839\u76ee\u5f55":30,"request\u524d":40,"request\u7684":40,"request\u88ab\u5408\u5e76\u540e":40,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":61,"resnet\u6a21\u578b":59,"return":[3,9,10,12,13,15,16,19,21,22,28,33,36,39,41,52,58,60,62],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":36,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":36,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":38,"rnn\u6a21\u578b":60,"rnn\u76f8\u5173\u6a21\u578b":43,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"search\u7684\u65b9\u6cd5":47,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":36,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":38,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":47,"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":57,"sh\u6765\u8fdb\u884c\u6784\u5efa":42,"sh\u8c03\u7528\u4e86":58,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":27,"size\u4e3a1":65,"size\u4e3a50":65,"size\u4e3a512":47,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":27,"size\u5927\u5c0f\u4e3a128":64,"size\u662f3":65,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":27,"size\u7684\u503c":3,"softmax\u5c42":56,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":41,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":27,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":63,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":30,"ssh\u8fdb\u5165\u5bb9\u5668":30,"static":[21,24],"step\u51fd\u6570\u4e2d\u7684memori":38,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":38,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":35,"super":41,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":23,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":23,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"swig\u76f4\u63a5\u8bfb\u53d6c":23,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":23,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":24,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":30,"tag\u4e3a":26,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":65,"tests\u7684paddlepaddl":40,"tflops\u4e86":44,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":33,"true":[7,8,9,10,12,13,15,16,25,27,36,39,41,49,52,58,62,63,64,65],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"try":[11,17,20,21,25,27,62],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":24,"type\u662fon":62,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":26,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":31,"ubuntu\u90e8\u7f72paddlepaddl":31,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":47,"utf8\u7f16\u7801":56,"uts\u7b49linux":50,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":29,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":64,"vocab\u505a\u4e3a\u5b57\u5178":64,"void":[21,23,24,41],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":50,"w0\u548c":58,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":58,"while":[7,13,25,52,65],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":36,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":36,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":33,"x\u548cwindow":30,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":30,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":33,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":52,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":52,"zero\u4e09\u79cd\u64cd\u4f5c":47,AGE:51,AWS:[19,50,53,54],And:[8,9,11,13,22,25],But:[9,10,27],EOS:9,For:[5,8,9,11,13,16,20,21,22,25,32,44],IDs:13,NFS:50,Not:[16,17],One:[8,10,15],QoS:51,TLS:16,That:[9,13,25],The:[3,6,7,8,9,10,11,13,15,16,17,20,22,24,25,41,52,60,62,63,65],Their:[9,17],Then:[9,62],There:[8,9,13,15,16,17,21,22],Use:[16,25],Used:10,Using:[17,64],Will:[13,15],With:[9,10],YES:22,Yes:30,___embedding_0__:52,___embedding_1__:52,__file__:22,__init__:41,__list_to_map__:62,__main__:[5,58],__meta__:62,__mse_cost_0__:52,__name__:[5,58],__rnn_step__:39,_link:10,_proj:9,_recurrent_group:39,_res2_1_branch1_bn:58,_source_language_embed:[39,56],_target_language_embed:[39,56],aaaaa:19,abc:9,abl:[9,16],about:[9,10,22,63,65],abov:[3,9,16,17,20,44],abs:10,acceler:18,accept:[13,16,25,63],access:[9,10,16,20,22],accord:[8,9,21],accrod:10,accumul:[17,21],accuraci:8,acl:64,aclimdb:64,across:9,act:[9,10,27,28,33,36,39],act_typ:60,activ:[9,10,14,33,60],activi:10,actual:9,adadelta:[27,60],adagrad:60,adam:[16,21,60,64],adamoptim:[56,60,64,65],adapt:[8,11],add:[9,10,13,27,40,62],add_input:41,add_test:41,add_to:9,add_unittest_without_exec:41,addbia:41,added:[8,40],addit:[9,10],address:17,addrow:41,addtolay:9,adversari:25,affect:9,afford:20,afi:3,after:[9,13,20,21,40],again:[16,17],age:[13,52,62],agg_level:[9,35,36],aggregatelevel:[9,35,36],aircraft:65,airplan:57,aistat:9,alex:[9,64],alexnet_pass1:49,alexnet_pass2:49,algo_hrnn_demo:36,algorithm:[9,11,20,56,64,65],align:[9,10,13,65],all:[3,7,8,9,11,16,17,21,22,24,38,52,62,63,64],alloc:[7,22],allow:[16,21,60],allow_only_one_model_on_one_gpu:[46,47,49],almost:10,alreadi:[17,27,32],also:[9,10,13,16,25,44,60],alwai:[9,10,15,25,52],amazon:51,ambigu:25,amd64:50,amend:40,analysi:[63,64],ani:[9,10,13,16,17,21,22,25],annot:63,annual:63,anoth:[9,16,22],anyth:[13,25,63],api:[13,15,16,21,22,26,44,52,55,64],api_trainer_config:62,api_trainer_config_helpers_data_sourc:62,api_trainer_config_helpers_lay:[39,60],api_trainer_config_helpers_layers_context_project:62,api_trainer_config_helpers_layers_cos_sim:62,api_trainer_config_helpers_layers_data_lay:62,api_trainer_config_helpers_layers_embedding_lay:62,api_trainer_config_helpers_layers_fc_lay:62,api_trainer_config_helpers_layers_pooling_lay:62,apiserv:50,apivers:[50,51,52],apo:65,append:[3,15,25,36,39,52,62],append_gradient_machin:15,appleyard:44,appli:[9,10],applic:[44,51],approach:[9,60],apt:[32,57],arbitrari:9,architectur:65,archiv:[13,23,24],arg:[3,8,9,10,13,27,28,52,57,58,60,62,63,64],arg_nam:9,argpars:52,args_ext:52,argument:[3,9,13,20,52,60,62,63],argumentpars:52,argv:58,around:[3,9],arrai:[5,9,13,15,21,25,33,58],articl:40,arxiv:[9,10,64],ask:17,assert:5,assign:[9,20],associ:63,assum:9,astyp:25,asyc:17,async:[17,46],async_count:[46,47],async_lagged_grad_discard_ratio:47,async_lagged_ratio_default:[46,47],async_lagged_ratio_min:[46,47],asynchron:17,atla:29,atlas_root:29,attenion:10,attent:[9,10,65],attr1:9,attr2:9,attr:[7,9,10],attribut:[9,10,14],auc:46,auc_evalu:8,author:50,authorized_kei:45,auto:[23,41,44],automat:[9,16,21,65],automaticli:9,automobil:57,avail:[17,21],averag:[8,9,12,20,63],average_test_period:[46,47,63],averagepool:9,avg:[35,44,60],avgcost:[60,62,64,65],avgpool:[9,60],avoid:[17,44],avx:30,await:51,awar:[16,17],azur:50,b2t:56,b363:51,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:51,back:17,backward:[6,9,10,21,41],backward_first:39,backwardactiv:41,bag:60,baidu:[9,51],balasubramanyan:64,bank:63,bardward:10,bare:[50,51],barrierstatset:44,base:[9,10,12,13,16,20],baseactiv:9,baseev:15,basematrix:41,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,62],bash:[30,40,42,51,52],basic:[9,15],batch:[9,10,11,13,15,16,17,19,28,33,45,51,52,57,58,60,62,64,65],batch_0:58,batch_id:[15,33],batch_norm:10,batch_norm_typ:9,batch_read:[19,25],batch_siz:[13,27,28,33,45,56,57,60,62,64,65],batchsiz:[9,41],bbbbb:19,bcd:9,bcebo:13,beam:[9,39,65],beam_gen:[9,39],beam_search:[15,38,39],beam_siz:[9,39,46,47,49],beamsiz:65,becaus:[9,13,16,17,21,25,36],been:[20,63],befor:[9,10,17,25,27,62],begin:[8,9,21],beginiter:[15,16],beginn:39,beginpass:[15,16],begintrain:16,being:[17,25],belong:9,below:[9,13,17,21,25],benefit:[10,22],bengio:9,bertolami:64,besid:[9,13],best:[9,62],best_model_path:63,besteffort:51,beta1:11,beta2:11,beta:58,better:[9,10],between:[9,11,17,21,24,65],bgr:58,bi_gru:10,bi_lstm:10,bia:[9,10,11,41,58],bias:9,bias_attr:[9,10,27,28,36,39],bias_param:27,bias_param_attr:10,biases_:41,biasparameter_:41,biassiz:41,bidi:51,bidirect:[10,63,64],bidirectional_lstm_net:64,bigger:17,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:44,bin:[30,32,45,50,51,52,62],binari:[8,9,13,22,60],bird:57,bitext:65,blank:9,bleu:65,block:[9,18,20,21],block_i:9,block_x:9,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:64,book:13,bool:[7,8,9,10,12,13,41,47,49,60,62,64],boot:[9,38,39],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,36,39],boot_with_const_id:9,bos_id:[9,39],both:[6,7,9,10,16,17],bottom:60,bow:60,branch:[9,16,26,40],brendan:64,brief:21,broadcast:17,broken:40,browser:30,bryan:64,buf_siz:13,buffer:[13,21,25],buffered_read:25,bug:40,build:[13,22,30,40,52,53,54,65],build_dict:13,build_doc:42,built:44,bunk:64,c11:23,c703c041:40,c99:24,cach:[27,60,62,63],cache_pass_in_mem:[3,27,60,62,63],cachetyp:[3,27,60,62,63],calc_batch_s:[3,63],calcul:[8,9,10,11,17,21],call:[9,10,16,20,21,22,44,52,60],callabl:[9,13],callback:41,calrnn:36,caltech:57,can:[7,8,9,10,13,16,17,20,22,25,44,60],can_over_batch_s:[3,63],candid:9,cannot:27,capi:23,capi_prvi:24,caption:65,card:45,care:[10,22,25],cat:[30,52,57,58,64],categori:[9,13,17,60],categorig:13,categoryfil:51,caus:17,ccb2_pc30:65,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10],ceph:[19,50],cephf:[19,22],certif:[16,50],cffi:23,cfg:51,cgo:23,chain:13,challeng:17,chanc:16,chang:[9,13,20,22,25,40,64],channel:[9,44],char_bas:62,check:[3,13,27,32,40,41,47],check_align:13,check_eq:41,check_fail_continu:3,check_l:41,check_sparse_distribution_batch:[46,47],check_sparse_distribution_in_pserv:[46,47],check_sparse_distribution_ratio:[46,47],check_sparse_distribution_unbalance_degre:[46,47],checkgrad:47,checkgrad_ep:47,checkout:40,chunk:20,chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:57,cifar_vgg_model:57,claimnam:52,clang:[23,30,40],class1:64,class2:64,class_dim:64,classic:9,classif:[9,60,64,65],classifi:58,classification_cost:[27,36,57,60],classification_error_evalu:[8,60,64,65],classification_error_printer_evalu:8,clean:[27,40],client:50,clip:[7,47,60],clock:9,clone:30,close:[3,25,40],cloud:[17,22],cluster:[16,17,21,45,50,52],cluster_train:45,cmake:[24,27,29,40,42,44],cmakelist:41,cmatrix:[23,24],cna:9,cnn:[9,51,60],code:[3,5,13,16,25,30,41,51,62],coded_stream:27,codedinputstream:27,coeff:9,coeffici:9,collabor:17,collect:[9,13,15],collectbia:41,color:[57,58],colour:13,column:[8,9,25],column_sum_evalu:8,com:[9,10,13,30,32,40,50,51,58],combin:[9,10,13,15,62],command:[22,41,49,51,52,53,54],commandlin:[44,52],comment:[10,36,52,60],commit:51,common:19,common_util:[45,62],commun:[17,21],compil:32,complet:[9,10,13,15,17,20,21,51,52],complex:[10,25],complic:9,compos:[13,16],composenotalign:13,compress:20,comput:[9,10,16,17,63,64],conat:9,concat:65,concat_lay:39,concaten:10,concept:16,concern:16,concurr:17,condit:[9,20,51],conf:[5,9,27,36,45,52,56,58,65],conf_paddle_gradient_num:52,conf_paddle_n:52,conf_paddle_port:52,conf_paddle_ports_num:52,conf_paddle_ports_num_spars:52,config:[7,9,10,19,28,33,41,45,46,47,49,50,51,52,57,60,62,63,64,65],config_:47,config_arg:[46,47,49,58,60,63,64],config_bas:[8,9,10,15],config_fil:63,config_gener:[45,62],config_lay:41,config_pars:[5,41],config_proto:21,configprotostr:27,configur:[9,21,22,41,56,58,65],conflict:40,confront:65,conll05st:63,conll:[13,63],connect:[10,22,51,60],connectionist:[9,64],connor:64,consequ:[9,10],consid:[8,9,11],consider:10,consist:[9,13,20,25],construct:[16,62],construct_featur:62,consum:17,contact:17,contain:[3,8,9,10,12,13,15,16,20,51,52,60],content:21,content_len:21,context:[3,9,10,13,39,50],context_attr:10,context_len:[9,10,60,62],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,62],context_start:[9,10,60],continu:17,contrast:9,control:[7,51,65],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,convent:21,convert:[3,5,13,19,25,60,62],convlay:9,convolut:[9,10],convoper:9,convtran:9,convtranslay:9,cool:40,coordin:17,copi:[15,16,20,62],core:[7,24],corpora:65,corpu:[13,63],correct:[8,9],correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cos_sim:62,cosin:9,cost:[11,15,16,28,33,62,64,65],cost_id:9,could:[9,13,15,16,20,25],couldn:32,count:[17,22,25,44,47,49,51,62,63,64,65],counter:[17,20],cours:22,cpickl:62,cpp:[23,24,27,36,41,44,52,60,62,65],cpu:[3,7,9,22,26,30,32,44,49,51,52,63],cpuinfo:30,cpusparsematrix:24,crash:[17,44],creat:[7,9,13,15,16,17,33,40,41,51,52],create_bias_paramet:41,create_input_paramet:41,createfromconfigproto:5,creator:[13,19],crf:63,critic:64,crlf:40,crop:58,crop_siz:58,cross:[9,27,60],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:50,csc:41,cslm:65,csr:41,ctc:8,ctc_error_evalu:8,ctest:[30,40],ctrl:[45,62],ctx:63,ctx_0:63,ctx_0_slot:63,ctx_n1:63,ctx_n1_slot:63,ctx_n2:63,ctx_n2_slot:63,ctx_p1:63,ctx_p1_slot:63,ctx_p2:63,ctx_p2_slot:63,cub:57,cuda:[32,44,45,47],cuda_dir:[46,47],cuda_so:[27,30],cuda_visible_devic:27,cudaconfigurecal:44,cudadevicegetattribut:44,cudaeventcr:44,cudaeventcreatewithflag:44,cudafre:44,cudagetdevic:44,cudagetdevicecount:44,cudagetdeviceproperti:44,cudagetlasterror:44,cudahostalloc:44,cudalaunch:44,cudamalloc:44,cudamemcpi:44,cudaprofilerstart:44,cudaprofilerstop:44,cudaprofilestop:44,cudaruntimegetvers:44,cudasetdevic:44,cudasetupargu:44,cudastreamcr:44,cudastreamcreatewithflag:44,cudastreamsynchron:44,cudeviceget:44,cudevicegetattribut:44,cudevicegetcount:44,cudevicegetnam:44,cudevicetotalmem:44,cudnn:[9,12],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[46,47],cudnn_convt:9,cudnn_dir:[46,47],cudnnv5:29,cudrivergetvers:44,cuinit:44,cumul:9,curl:50,current:[3,9,17,50,60],current_word:39,currentcost:[60,62,64,65],currentev:[60,62,64,65],curv:16,custom:[16,22],custom_batch_read:25,cutoff:13,cycl:17,cyclic:9,cython:23,dalla:3,dan:63,darwin:50,dat:[13,19,45,62],data:[3,8,10,11,15,16,19,20,27,32,33,36,45,46,51,52,53,56,57,58,60,62,63,64,65],data_config:5,data_dir:[56,57,64,65],data_feed:13,data_fil:28,data_initialz:60,data_lay:[3,27,28,36,39,57,60,62,63],data_nam:13,data_read:[13,25],data_reader_creator_random_imag:25,data_typ:[9,13,33],databas:13,datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,27,28,39,45,52,60,62,63],dataprovider_:60,dataprovider_bow:60,dataprovider_emb:60,dataproviderconvert:5,datasci:9,dataset:[19,22,25,33,58,60,61,64,65],date:63,db_lstm:63,dcudnn_root:29,dead:17,deb:[32,40],decai:11,decent:20,decid:[16,25],declar:9,decod:[9,10,38,39,65],decoder_boot:39,decoder_group_nam:39,decoder_input:39,decoder_mem:39,decoder_prev:10,decoder_s:39,decoder_st:[10,39],deconv:9,deconvolut:9,decor:[3,13],deep:[9,44,57,58],deer:57,def:[3,5,9,13,16,19,22,25,27,28,33,36,39,41,52,58,60,62,63],defalut:9,default_decor:52,default_devic:49,default_valu:49,defin:[3,9,10,13,16,17,25,27,33,60,62],define_py_data_sources2:[3,27,28,57,58,60,62],defini:65,definit:[13,17,20,56],degre:9,del:62,delar:60,delet:[17,22,40],delimit:[8,62],demand:17,demo:[5,9,13,39,45,51,53,56,57,58,60,62,64,65],dens:[9,13,21,62],dense_vector:[3,5,9,13,28,33,62],dense_vector_sequ:13,depend:[17,22],deriv:[6,16],descent:[9,17],describ:[16,20,51,60],descript:52,deseri:15,design:[9,13,23],desir:[17,51],destin:21,detail:[7,9,10,11,20,22],detect:[8,40],determin:[9,13],dev:[27,30,40,57,62,65],develop:[26,40,65],deviat:7,devic:[7,27,30,49],deviceid:49,devid:9,dez:64,dict:[3,13,15,27,36,52,60,62,64,65],dict_dim:[27,36,64],dict_fil:[8,36,39,60,63],dict_siz:13,dictionai:60,dictionari:[3,8,9,13,15,16,27,60,65],dictrionari:60,dictsiz:65,diff:40,differ:[8,9,17,21],digit:9,dim:[13,41,56,64],dimens:[6,9,12,13,27,60],dimes:9,din:62,dir:[45,52,58,62,63,64,65],direct:[9,10],directli:[10,22],directori:[19,40,44,51],disabl:27,discard:[13,17,20,40,47],discount:9,discov:17,discuss:[16,20,21],displai:22,disput:65,dist_train:[16,22],distanc:8,distribut:[9,20,21,47,53,54],distribute_test:[46,47],disucss:16,divid:11,diy_beam_search_prob_so:[46,47],dmkl_root:29,do_forward_backward:25,doc:[5,10,13,30,42,52],doc_cn:42,docker:[26,27,30,40,51,52,53,54],docker_build:16,docker_push:16,dockerfil:[30,40,52],dockerhub:30,document:10,documentari:3,doe:[10,17,20,21,22,25],doesn:[7,9,13,16,25],dog:[57,58],don:[10,16,25],done:[9,10,17,20,21,40,44,52],dot:65,dot_period:[47,49,52,57,62,64,65],dotmuloper:9,dotmulproject:9,doubl:47,down:44,download:[13,17,51],download_cifar:57,doxygen:40,dpkg:32,dpython_execut:27,dpython_include_dir:27,dpython_librari:27,drop_rat:7,dropout:[7,9],dropout_r:10,drwxr:51,dso_handl:32,dst:21,dtoh:44,dtype:[5,28,58],dubai:65,due:[20,62],dummi:20,durat:20,dure:[3,9,17,20,22,60,65],dwith_c_api:24,dwith_gpu:29,dwith_profil:44,dwith_python:24,dwith_swig_pi:24,dwith_tim:44,dynam:[3,21,24,25],dynamic_cast:41,each:[3,8,9,12,13,15,17,20,21,22,25,60,62],each_feature_vector:6,each_meta:62,each_pixel_str:3,each_sequ:[9,35,36],each_time_step_output:6,each_timestep:[9,35],each_word:3,eaqual:9,eas:[13,25],easi:25,easier:[16,25],easili:[16,25],ec2:50,echo:[27,30,62,64],edit:8,edu:[13,51,57],efg:9,either:[9,13,15,16,60],electron:51,elem_dim:9,element:[8,9,10,13,15,20,25],element_typ:21,elif:[16,62],els:[9,16,22,30,36,41,58,60,62],emb1:36,emb2:36,emb:[27,36,51,60],emb_group:36,emb_sum:27,embed:[16,56,62,64],embedding_lay:[27,36,39,60,62],embedding_nam:[9,39],embedding_s:[9,39],empir:9,emplace_back:41,empti:[8,13,17,28],enabl:[7,20,44],enable_grad_shar:[46,47],enable_parallel_vector:47,enc_proj:[10,39],enc_seq:10,enc_vec:39,encapsul:21,encod:[10,20,36,65],encoded_proj:[10,39],encoded_sequ:[10,39],encoded_vector:39,encoder1:36,encoder1_expand:36,encoder1_rep:36,encoder2:36,encoder2_rep:36,encoder_last:9,encoder_proj:39,encoder_s:39,end:[8,9,25,39,40,63,64],end_pass:16,enditer:[15,16,33],endpass:[15,16],endpoint:19,endtrain:16,engin:22,english:[9,65],ensembl:10,ensur:17,entir:[9,10,21],entri:[13,20,22],entropi:[9,60],entry_point:22,enumer:[6,27,60,62],enumerate_data_types_of_data_lay:13,env:[27,52],environ:[16,27,44,51],eol:40,eos_id:[9,39],epsilon:11,equal:[9,10,17,36],equat:[9,10,11],equival:[9,16],error:[7,8,9,11,16,20,27,47,60,62,64,65],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:51,etc:[13,25,65],etcd:[17,20],eth0:[45,52],eval:[8,60,62,64,65],eval_bleu:65,evalu:[9,14,15,44,45,62,64,65],evaluate_pass:64,even:[16,25],evenli:21,event:[33,51],event_handl:[15,16,33],everi:[8,9,10,13,16,17,20,21],exactli:[8,9,10],exampl:[9,10,11,13,15,22,25,58,60],exc_path:27,exceed:9,except:[13,62],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:50,exec:30,execut:[17,20,22],exist:[16,17,25,64],exit:[21,51],expand:36,expand_a:[9,35,36],expand_lay:36,expand_level:[9,35],expandconvlay:9,expandlevel:[9,35],expect:9,expir:17,explain:[8,17],explan:[9,22],explicit:41,explicitli:16,explor:9,exponenti:6,express:16,extend:62,extent:24,extern:[23,24],extra:[7,9,10],extra_input:9,extra_lay:15,extraattr:[7,49],extraattribut:[9,10],extraattributenon:9,extract:[9,56,58,63],extract_fea_c:58,extract_fea_pi:58,extralayerattribut:[7,9],extrapaddl:10,extrem:9,f1205:27,f120da72:51,fa0wx:51,fabric:45,facotr:9,factor:[7,9,11],factori:23,fail:[17,20,27,32,47,51],failur:[17,21],fake_imag:25,fals:[7,8,9,10,11,13,25,27,28,33,36,39,41,49,51,56,60,62,63,64,65],false_label:25,false_read:25,faq:55,fast:[9,20,44],faster:[9,10,17],fault:20,fbd1f2bb71f4:51,fc1:[41,49],fc2:49,fc3:49,fc4:49,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,27,28,36,49,60,62],fc_mat:15,fc_name:10,fc_param:27,fc_param_attr:10,fclayer:41,fdata:[36,63],fea:58,fea_output:58,feat:64,featur:[3,6,9,13,40,58,60,62,63],feature_a:27,feature_b:27,feature_map:62,feed:[10,13,15,16,33],feeder:13,fernan:64,festiv:3,fetch:[13,17,27,40],few:[17,25],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,62],figur:[16,56,65],file1:65,file2:65,file:[3,8,9,13,15,16,17,19,20,21,22,24,25,40,58,60,61,62,64,65],file_list:3,file_nam:[28,36,58,60,63],filenam:[3,19,27,62],filer:9,filesystem:22,fill:[9,17,20,60],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,17,32],fine:[7,20],finish:[17,20,22,51],first:[9,13,16,17,20,22,60,62],first_seq:39,firstn:13,firstseen:51,fit:13,fix:[7,23,40],flag:13,flexiabl:25,flexibl:[9,10,16,21],flight:65,float32:[5,13,25,28,58],floor:9,flow:26,fly:60,folder:[19,22,65],follow:[8,9,10,11,13,16,17,20,22,25,53,54,62],forbid:16,force_load:23,forget:[11,16],form:[10,11],format:[8,20,21,40,41],former:16,formula:[9,10],formular:9,forward:[6,10,21,41],forwardactiv:41,forwardtest:5,found:9,frame:8,framework:[16,60],free:13,french:65,frequenc:13,frequent:[20,25],frog:57,from:[3,5,9,10,13,15,17,19,20,21,25,27,28,30,38,44,51,56,57,60,62,63,64,65],from_sequ:35,from_timestep:[9,35],fromfil:[25,28,58],fulfil:44,full:[9,17],full_matrix_project:[10,36,39],fulli:60,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:41,func:[3,13,20],further:9,fusion:62,gain:9,gamma:58,gan:16,gate:[9,10],gate_act:[9,10,36],gate_recurr:9,gather:[9,62],gauss:7,gcc:[23,30],gce:50,gcepersistentdisk:50,gdebi:32,gen:[9,65],gen_conf:65,gen_data:65,gen_result:65,gen_trans_fil:39,gender:[13,52,62],gener:[3,8,9,10,13,15,16,17,19,20,21,25,44,49,52,56,60,65],generated_word_embed:9,generatedinput:[9,38,39],genr:[52,62],gereat:8,get:[3,9,10,13,15,20,21,22,32,41,51,57,60,62,63,64],get_batch_s:63,get_best_pass:64,get_config_arg:[49,60,62,64],get_data:[51,60,63],get_dict:13,get_embed:13,get_imdb:64,get_input_lay:41,get_model:58,get_movie_title_dict:13,get_output_attr:10,get_sample_from_lin:27,get_shap:15,get_word_dict:13,getbatchs:41,getenv:[16,22,52],gethostbynam:52,gethostnam:52,getidmap:52,getinput:41,getinputgrad:41,getinputvalu:41,getoutputgrad:41,getoutputvalu:41,getparameterptr:41,getpodlist:52,getsiz:41,gettask:20,gettranspos:41,getw:41,getweight:41,getwgrad:41,gildea:63,gist:10,git:[26,27,30,40],github:[9,10,30,32,40,58],give:[3,17],given:[13,15,21,25,60],global:[7,16,17,44,62],global_learning_r:7,globalstat:44,globalstatinfo:44,globe:3,glusterf:50,gob:20,godoc:23,goe:[9,10,17],good:[9,25],goodfellow13:9,googl:[16,27],googleapi:50,gpu:[7,9,12,22,26,27,30,32,44,49,58,63,64,65],gpu_id:[27,47,49],gpugpu_id:46,grab:17,grad:[21,47],grad_share_block_num:[46,47],gradient:[7,8,9,11,15,17,20,47,52,60],gradient_clipping_threshold:[7,60,64],gradient_machin:[15,24],gradient_printer_evalu:8,gradientmachin:[5,15,24,52,62,65],gram:56,graph:[9,15,17],grave:64,greater:9,grep:[30,64],groudtruth:39,ground:[8,9,65],group:[10,20],group_id:62,group_input:[36,39],grouplen:[13,61],gru:[9,60],gru_attr:10,gru_bias_attr:10,gru_decod:39,gru_decoder_with_attent:39,gru_encoder_decod:[56,65],gru_memori:10,gru_siz:60,gru_step:[10,39],gru_step_lay:39,grumemori:[10,39],gserver:[9,41],gsizex:44,guid:51,gur_group:10,gzip:[20,51],hadoop:16,handl:[16,22,25],handler:15,handwrit:64,happen:20,harvest:60,has:[9,10,11,13,16,17,20,21,44,60,63],has_kei:15,hassubseq:36,have:[8,9,10,13,16,17,20,21,22,25],hdf:19,head:64,header:[21,24,28,58,62],height:[9,13,23,25,41],held:17,hello:16,help:[5,40],helper:[9,10],here:[7,9,10,13,16,17,25],heurist:[9,65],hidden:[9,10,27,62],hidden_a:27,hidden_b:27,hidden_dim:36,hidden_s:[10,62],hierach:38,hierarch:[9,36],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:32,hl_get_sync_flag:41,hold:[16,17,20],home:[19,45,51,52],honor:20,hook2:36,hook:[36,62,63],horizont:9,hors:57,horst:64,host:[22,45,51],hostnetwork:52,hostpath:[50,51,52],hot:60,hous:[3,13],how:[7,9,16,17,20],howardjohnson:36,howev:[10,25],howto:52,hpp:23,html:[13,57],htod:44,http:[9,10,13,22,30,32,40,50,51,57,58,61,65],huber:9,huge:9,huina:64,hyper:9,hyperplan:13,i0601:62,i0706:65,i0719:65,i1116:52,i1117:44,ib0:45,ics:13,icwsm:64,id_input:[8,39],idea:[9,25],identityoffsetproject:9,identityproject:9,idmap:52,ids:[8,9,27,60,62],idx:[20,41],ieee:64,ignor:[3,8,9],ijcnlp:64,illustr:[17,21],ilsvrc:58,imag:[12,13,16,25,40,51,52,53,54,57,58,65],image_a:25,image_b:25,image_classif:57,image_fil:25,image_lay:25,image_list_provid:58,image_nam:16,image_path:25,image_provid:57,image_reader_cr:25,image_s:58,imagenet:19,imagepullpolici:52,imageri:9,images_reader_cr:25,imdber:64,img:[3,9,57],img_conv:10,img_pool:10,img_siz:57,imgsiz:44,imgsizei:44,imgsizex:44,immutable_paramet:16,implement:[9,10,11,13,20,21,22,23,24],importerror:62,inarg:5,inc_path:27,includ:[9,10,13,16,21,22,23,24,40,44],incorrect:9,increas:[17,20,27],incupd:41,inde:[13,25],independ:[9,21],index:[8,9,12,13,15,17,20,36,62],indexslot:9,indic:[8,9,21],individu:17,industri:17,infer:[16,17,23],infiniband:45,info:[8,9,13,33,36,41,45,52],inform:[13,22],ininst:16,init:[7,33,41,52,62,63],init_hook:[36,60,62,63],init_model_path:[46,47,49,56,60,63],initi:[3,7,9,13,20,47,60],initial_max:[7,27],initial_mean:[7,9,27],initial_min:[7,27],initial_std:[7,9,27],initpaddl:5,inlcud:10,inner:[27,36],inner_:36,inner_mem:36,inner_param_attr:10,inner_rnn_output:36,inner_rnn_st:36,inner_rnn_state_:36,inner_step:36,inner_step_impl:36,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,25,27,28,33,35,36,38,39,41,49,52,56,57,60,62,63,65],input_data:41,input_data_target:41,input_featur:6,input_fil:[28,63],input_hassub_sequence_data:41,input_id:9,input_imag:[10,57],input_index:41,input_label:41,input_lay:41,input_nam:16,input_sequence_data:41,input_sequence_label:41,input_sparse_float_value_data:41,input_sparse_non_value_data:41,input_t:41,input_typ:[27,28,36,39,60,62],inputdef:41,inputlayers_:41,inputtyp:13,insert:40,insid:[8,9,17,25],instal:[22,27,32,40,45,51,57,62],instanc:[9,17,19],instanti:17,instead:[9,10,12,22,25],int32:47,integ:[3,8,9,13,20,22,23,33,60],integer_sequ:27,integer_valu:[3,13,27,33,36,60],integer_value_sequ:[3,13,36,39,60,63],integer_value_sub_sequ:36,integr:63,inter:9,intercept:9,interfac:[7,9,10,20,22,45],intergr:9,intern:[9,10,13,15],internet:17,interpret:8,introduc:17,invalid:25,invok:[3,9,15,44,62],iob:8,ioe:8,ip_str:52,ipc:50,ips:52,ipt:[9,27,36,39],ipython:16,is_gener:[9,56,65],is_kei:62,is_loc:15,is_predict:[60,62,64],is_seq:[9,39,62],is_sequ:62,is_stat:7,is_test:[58,63,64],is_train:3,isinst:[5,33],ispodallrun:52,isspars:41,issue_numb:40,item:[9,13,15,25,52],iter:[3,9,10,11,13,15,16,17,25],its:[3,8,9,10,16,17,20,32,44],itself:[10,17],java:23,jeremi:44,jie:[63,64],jmlr:9,job:[13,45,46,47,49,50,52,58,60,63,64,65],job_dispatch_packag:45,job_id:13,job_mod:56,job_nam:[22,52],job_namespac:52,job_path:52,job_path_output:52,job_workspac:45,jobnam:52,jobpath:52,jobselector:52,jobserv:22,johan:64,join:[17,36],joint:65,jointli:[10,65],journal:[63,64],jpg:58,json:[45,51,62],jth:10,jupyt:[22,30],just:[6,8,9,10,13,20,21],jypyt:16,k8s:52,k8s_data:52,k8s_job:16,k8s_token:16,k8s_train:52,k8s_user:16,kafka:19,kaim:9,kaimingh:58,kebilinearinterpbw:44,kebilinearinterpfw:44,keep:[9,17],kei:[3,13,15,17,19,20,40,44,50,52,62],kernel:9,key1:47,key2:47,keyword:52,kill:17,kind:[16,17,50,51,52],kingsburi:63,know:[10,16,20],kriz:[13,57],ksimonyan:10,kube:50,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:50,kubectl:[50,51,52],kuberent:17,kubernet:[16,17,43,45,52,53,54],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,36,60,62,63],l1_rate:7,l2_rate:7,l2regular:[57,60,64],label:[3,8,9,11,13,15,25,27,28,33,36,51,57,58,60,62,63,64],label_dict:63,label_dim:[9,36,60],label_fil:[25,63],label_lay:25,label_list:63,label_path:25,label_slot:63,labeledbow:64,labelselector:52,lag:47,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,56],larg:[12,13,40,65],larger:[7,8,9],last:[8,9,10,35,36],last_seq:36,last_time_step_output:9,lastseen:51,later:60,latest:[9,17,27,51,52],launcher:16,layer1:[9,10,35],layer2:[9,35],layer3:9,layer:[5,7,8,10,12,13,14,15,25,33,35,38,39,41,58,60,62,63],layer_0:41,layer_attr:[9,39,49],layer_num:[49,58],layer_s:9,layer_typ:9,layerbas:41,layerconfig:41,layergradutil:41,layermap:41,layeroutout:9,layeroutput:[9,62],layers_test:27,lbl:[8,57],ld_library_path:[32,45],learn:[7,8,9,10,11,13,16,21,25,30,44,57,58,63,64,65],learnabl:9,learning_method:[28,56,57,60,62,64,65],learning_r:[7,21,27,28,56,57,60,62,64,65],leas:17,least:[8,9,17],lecun:13,left:9,leman:65,len:[3,9,21,36,39,41,52,60,62,63],length:[9,10,13,21,51],less:[9,16],less_than:16,let02:51,let:[9,16],level:[7,9,38],lib64:[27,30,32,45,47],lib:[24,29,32],lib_path:27,libari:24,libcuda:[27,30],libjpeg:57,libnvidia:[27,30],libpaddl:[23,24,40],libpaddle_capi:24,libpaddle_gserv:24,libpaddle_math:24,libprotobuf:27,librari:[9,24,32,45,47],life:17,like:[8,9,13,17,22,25,58],limit:[9,13,27,44],line:[3,8,13,22,27,36,40,49,60,62,63],line_count:27,linear:[9,33],linearactiv:[9,28],linguist:63,link:[9,10,38,64],linux:[30,50],lipeng:56,lipton:64,list:[2,3,8,9,13,15,16,20,22,28,45,49,57,58,60,62,63,64,65],littl:21,lium:65,live:17,liwicki:64,load:[9,16,17,28,52,58,62,63,64,65],load_data_arg:5,load_featur:58,load_feature_c:58,load_feature_pi:58,load_missing_parameter_strategi:[46,47,49,56,63],loadparamet:5,loadsave_parameters_in_pserv:[46,47],local:[7,17,29,32,42,45,46,47,52],localhost:[30,50],localip:52,lock:[17,20,21],log:[20,27,41,45,47,51,52,57,62,63,64,65],log_barrier_abstract:[46,47],log_barrier_lowest_nod:[46,47],log_barrier_show_log:[46,47],log_clip:[46,47],log_error_clip:[46,47],log_period:[47,49,51,52,57,60,62,63,64,65],log_period_serv:[46,47],logarithm:6,logger:[3,36],logist:60,look:[3,22,60],loop:25,loss:[9,60],low:9,lpaddle_capi_shar:24,lpaddle_capi_whol:24,lst:62,lstm:[9,36,39,51,60],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,36],lstm_group_input:36,lstm_input:36,lstm_last:36,lstm_nest_group:36,lstm_output:36,lstm_size:60,lstm_step:10,lstmemori:[10,36,39],lstmemory_group:[9,36],ltr:9,mac:[24,30],machan:10,machin:[9,10,13,15,38,64,65],made:[17,21],mai:[9,25],main:5,maintain:[9,20],major:65,make:[3,16,17,20,21,25,32,40,41,44,64],manag:[17,21],mandarin:9,mani:[9,10,20],manufactur:65,mao:64,map:[9,13,15,16,20,33,62],map_read:13,mapreduc:16,marcu:64,mark:63,mark_slot:63,market:64,martha:63,mask:[7,9],master:[16,26,50,64],mat:[23,24],mat_param_attr:10,math:[10,23,41,44],matirx:9,matplotlib:57,matrix:[8,9,10,13,15,23,24,41],matrixptr:41,matrixtyp:24,max:[7,9,13,35,44,49,62],max_id:[9,15],max_job_id:13,max_length:[9,39],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:[8,13,21],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,18],mean:[7,8,9,10,11,12,13,15,25,27,47,58,60,62],mean_img_s:57,mean_meta:58,mean_meta_224:58,mean_valu:58,mechan:[9,10],meet:63,mem:[9,22,36],member:[13,16],memcpi:44,memori:[10,20,22,39,44,51,60],memory_nam:9,memory_threshold_on_load_data:[46,47],mention:20,mere:10,merg:[21,40],mergedict:[56,65],messag:[40,51],meta:[45,57,58,62],meta_config:[45,62],meta_fil:62,meta_gener:[45,62],meta_path:57,meta_to_head:62,metadata:[51,52],metal:50,metaplotlib:16,method:[3,9,11,15,62,65],mfs:52,might:9,million:13,min:[7,44,49,62],min_pool_s:[3,27],min_word_freq:13,mini:[9,13,15,17],mini_batch:25,minibatch:9,minibatch_data:13,minikub:50,minim:11,minimum:9,minut:17,mislead:21,miss:63,mix:10,mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,36,39,63],mixedlayertyp:9,mkl:29,mkl_root:29,ml_data:[45,62],mnist:[3,5,19,25],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:25,mnist_train:[3,25],mnist_train_batch_read:25,mnt:52,mod:63,mode:[9,40,52,64],model:[9,10,13,17,18,49,56,57,60,62,63,64,65],model_config:5,model_list:[47,49,63,64],model_output:64,model_path:49,model_zoo:[56,58],modifi:40,modul:[3,10,13,15,27,28,57,58,60,62],modulo:9,momentum:[7,27,33,60],momentumoptim:[28,57],mon:51,mono:9,month:65,mood:64,moosef:50,more:[8,9,10,13,16,17,20,22,25,27,44],morin:9,mose:[64,65],moses_bleu:65,mosesdecod:64,most:[9,13,16,25],mount:22,mountpath:[51,52],move:[9,17,20],movi:[3,13,62],movie_categori:13,movie_featur:62,movie_head:62,movie_id:[52,62],movie_info:13,movie_meta:62,movie_nam:62,movie_review:13,movieinfo:13,movielen:61,moving_average_fract:9,mpi:45,mse_cost:[28,33,62],much:[9,17,25],mul:41,multi:[9,58,65],multi_binary_label_cross_entropi:9,multi_crop:58,multinomi:9,multipl:[8,9,10,13,15,16,20,21],multipli:[8,9],must:[6,8,9,10,25,32,41],mypaddl:[51,52],name:[3,7,8,9,10,12,13,15,16,17,19,21,22,24,27,28,30,33,36,39,41,44,49,50,51,52,53,54,57,60,62,65],name_prefix:19,namespac:[23,41,50,51,52],nativ:9,natur:20,nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,necessari:[9,21,60],need:[9,10,13,16,20,21,22,27,44,52,60],neg:[3,8,9,60,63,64],neg_distribut:9,nest:13,net:[9,10,64],net_conf:64,net_diagram:58,network:[5,7,8,9,11,13,14,15,16,17,25,33,36,45,49,52,56,57,58,62,63,64,65],network_config:49,neural:[9,10,11,13,15,16,17,36,38,56,62,63,64,65],neuralnetwork:9,never:[13,25,51,52],newest:21,next:[3,9,13,17],nfs:52,nfsdir:52,nginx:30,ngram:13,nic:[45,46,47,52],nil:20,nine:13,nlp:9,nltk:13,nmt:65,nnz:41,no_cach:3,no_sequ:[3,33,62],noah:64,noavx:30,node0:52,node:[9,50,51,52],node_0:52,node_1:52,node_2:52,nodebook:30,nodefil:45,nois:[9,17],non:[9,17],none:[3,5,7,8,9,10,11,12,13,15,16,28,39,58,60],norm_by_tim:9,normal:[9,10,13,51,52,58],notat:9,note:[7,9,10,12,15,16,20,22,25,32,64],notebook:22,noth:[6,15,40],novel:64,now:[9,17,38],np_arrai:13,ntst1213:65,ntst14:65,nullptr:[32,41],num:[9,45,47,52,63,64,65],num_channel:[9,10,57],num_chunk_typ:8,num_class:[9,10,57],num_filt:[9,10],num_gradient_serv:[46,47],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,28,33,46,47,49,51,52,60,62,63,64,65],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[8,9,13,17,19,25,65],numchunktyp:8,numdevices_:49,numlogicaldevices_:49,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,25,28,33,58],numsampl:44,numtagtyp:8,numtimeout:20,nvcc:30,nvidia:[27,30],obj:[3,27,28,57,58,60,62],object:[3,7,9,10,11,13,15,16,23,44,60,62],observ:11,occup:[52,62],occur:[13,15],oct:51,odd:9,off:[24,29,30,32,40],offlin:[17,19],offset:[9,62],ograd:41,old:21,omit:[27,60],on_init:3,onc:[9,17,20],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,25,60,63,64],one_host_dens:62,one_hot_dens:62,onli:[8,9,10,12,13,15,16,20,21,22,36,38],onlin:[11,17,19,25],open:[3,9,16,19,25,27,28,36,58,60,62,63],openbla:29,openblas_root:29,oper:[9,10,11],opinion:64,opt:[16,29,52],optim:[7,14,15,27,33],option:[8,9,16],order:[9,10,13,15,25,52],org:[9,10,13,19,30,61],organ:9,origin:[9,13,40],other:[8,9,10,13,17,21,60,62],otherchunktyp:8,otherwis:[9,13,16,17,21,25],our:16,out:[9,15,16,20,36,38,39,57],out_dir:52,out_left:9,out_mem:39,out_right:9,out_size_i:9,out_size_x:9,outer:36,outer_mem:36,outer_rnn_st:36,outer_rnn_state_:36,outer_step:36,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,19,25,27,28,36,39,45,49,51,52,56,57,58,60,62,63,64],output_:9,output_dir:58,output_fil:63,output_id:9,output_lay:[15,58],output_max_index:12,output_mem:[9,39],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outv:41,over:[9,10,16],overrid:17,overview:[20,21],own:21,packag:[13,20,22,27],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,23,24,27,28,30,32,33,40,41,42,44,45,49,51,52,56,57,60,62,63,64,65],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[23,24],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[23,24],paddle_matrix_cr:24,paddle_matrix_get_shap:23,paddle_matrix_shap:23,paddle_n:[45,52],paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:51,paddle_paramet:21,paddle_port:[45,52],paddle_ports_num:[45,52],paddle_ports_num_for_spars:45,paddle_ports_num_spars:52,paddle_process_by_paddl:52,paddle_pserver2:45,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:56,paddle_save_model:21,paddle_send_grad:21,paddle_server_num:52,paddle_source_root:56,paddle_train:[24,26,45,52],paddledev:[27,30,51,52],paddlepaddl:[9,10,13,17,19,21,22,25,27,30,32,39,40,44,45,53,54,56,63],pair:8,palceholder_just_ignore_the_embed:56,palmer:63,paper:[9,65],para:56,paraconvert:56,parallel:[44,49,51,52,65],parallel_nn:[7,46,47],param:[7,9,21,62],param_attr:[9,10,27,28,39],param_config_proto:21,paramattr:[7,9,27,28,39],paramet:[8,9,10,11,12,13,14,18,25,33,47,52,62,63,64,65],parameter_attribut:9,parameter_block_s:[46,47],parameter_block_size_for_spars:[46,47],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:52,parametermap:41,parameters_:41,parameterset:16,parametris:11,paramutil:62,paraphras:[56,65],paraphrase_data:56,paraphrase_model:56,paraphrase_modeldata:56,paraspars:41,pars:[13,62],parse_config:5,parse_known_arg:52,parsefromstr:27,parser:52,part:[62,64],partial:9,partit:[17,19],paserv:52,pass:[3,9,13,15,17,25,27,28,33,40,44,47,49,51,52,57,60,62,63,64,65],pass_id:[15,33],pass_idx:25,passtyp:41,past:16,path:[8,13,15,17,20,21,22,25,32,45,47,50,51,52,63,64],pattern:[13,17,23,62,64],paul:63,paus:17,pave:65,pdf:[9,10],pem:[16,19],pend:[17,20],penn:63,per:[9,13,17,21,25],perform:[9,10,21,44,46],period:[17,47,63,64,65],perl:[64,65],peroid:9,persistentvolum:50,persistentvolumeclaim:[50,52],person:16,pfs:19,pfsclient:19,pickl:62,pid:50,piec:[9,10],pillow:[22,57],pip:[27,40,45,57,62],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,17],plain:[8,9,15,22,24],plan:17,pleas:[7,9,10,11,16,17,20,21,25,27,32,52],plot:[16,57],plotcurv:57,png:57,pnpair_evalu:8,pnpairvalid:46,pod:[19,22,50,51,52],podip:52,podlist:52,point:[17,22,44],polar:13,poll:64,pool3:41,pool:[10,14,62],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:[27,60],pooling_typ:[9,27,35,60],poolingtyp:12,port:[45,46,47,51,52],port_num:46,ports_num:[47,52],ports_num_for_spars:[46,47,49,52],pos:[62,64],pose:17,posit:[3,8,9,13,60],positive_label:8,posix:50,possibl:[16,20],post:22,potenti:44,practic:9,pre:[9,10,13,16,56,64,65],pre_dictandmodel:56,precis:8,precision_recall_evalu:8,pred:[60,63],predetermin:9,predic:[13,63],predicate_dict:63,predicate_dict_fil:63,predicate_slot:63,predict:[3,5,8,9,11,15,27,45,56,57,58,60,62,63,64],predict_fil:[46,47],predict_output_dir:[46,47,60],predict_sampl:5,prediction1:15,prediction2:15,predin:57,prefer:50,prefetch:41,prefix:[17,19],pregrad:41,premodel:56,prepar:[22,53],preprocess:[13,45,56,57,60,62,64,65],present:[16,40],prev_batch_st:[46,47],prevent:[11,16,17,20],previou:[9,10,17],previous:9,price:13,principl:16,print:[5,7,15,16,28,33],printallstatu:44,printer:8,printstatu:44,prite:8,privat:[24,40],prob:[8,15],probabilist:[9,56],probabl:[8,9,15],problem:[9,11,16],proc:30,proce:[13,17,25],proceed:[9,63],process2:36,process:[3,7,9,10,16,19,20,27,28,36,39,52,60,62,63],process_predict:60,processdata:[57,58],processor:44,prod:[30,40],produc:[10,13,17,25],product:22,productgraph:51,profil:44,proflier:44,prog:52,program:[13,16,19,21,25,44,52],progress:[17,20],proj:9,project:[9,10,22,24],promis:[9,10],prone:16,prop:63,propag:11,properli:60,proposit:63,protect:41,proto:12,protobuf:[22,27],protocol:21,provid:[9,13,16,21,22,27,28,36,46,60,62,63],prune:9,ps_desir:17,pserver:[22,45,46,47,52],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[46,47],pseudo:[16,22],psize:41,ptr:24,pull:26,purpos:[17,44],push:52,push_back:41,put:[17,60],pwd:[30,40],py_paddl:[5,13,42],pydataprovid:27,pydataprovider2:[3,5,28,52,62],pyramid:9,pyramid_height:9,python:[15,16,23,26,27,30,40,41,42,45,56,57,58,62,63,64,65],pythonpath:[27,57],pzo:64,queri:[9,65],question:[9,16],quick:51,quick_start:[22,51,52,53,60],quick_start_data:51,quickstart:51,rac:9,rais:13,ramnath:64,ran:44,rand:[44,47,49,63],random:[7,9,13,19,25,28],random_imag:19,rang:[9,13,19,25,52,60],rank:[9,16,58,60],rare:3,rate:[7,8,11,13,21,45,52,62],rather:22,ratio:47,raw:9,raw_meta:62,rdma_tcp:[46,47],reach:17,read:[3,13,15,16,17,19,25,28,58,60,62],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_next_from_fil:27,read_ranking_model_data:16,reader:[15,19,33],reader_cr:19,reader_creator_bool:25,reader_creator_random_imag:[13,25],reader_creator_random_image_and_label:[13,25],readi:[17,51],readm:[24,40,62,64],real:25,real_process:3,realist:16,reason:[10,16,17,51],recal:8,receiv:[17,22],recognit:[9,58,64],recommend:[10,16,45,52,62],record:[20,62,63],recordio:[16,19,20],recov:17,recoveri:20,rectangular:9,recurr:[36,37,63,64],recurrent_group:[10,36,38,39],recurrentgradientmachin:24,recurrentgroup:8,reduc:11,ref:62,refer:[7,9,10,11,17,20,21,29],referenc:[9,20],reference_cblas_root:29,refine_unknown_arg:52,reflect:20,regex:62,register_gpu_profil:44,register_lay:41,register_timer_info:44,registri:[22,51],regular:[7,57,60,64],rel:10,relat:[17,22,62],relationship:13,releas:[26,32,50,63],reliabl:17,relu:9,rememb:9,remot:[7,40,45,47,49],remov:[13,40],reorgan:9,replac:20,replicaset:22,report:20,reportdataset:20,repres:[9,13,20,60],represent:[21,60],request:[17,26,51,65],requir:[8,9,16,17,21,22,45,62],res5_3_branch2c_bn:58,res5_3_branch2c_conv:58,res:63,research:[9,13,57],reserveoutput:41,reset:[9,17],reshap:25,reshape_s:9,residu:58,resnet_101:58,resnet_152:58,resnet_50:58,resolv:[40,51],respons:[9,51],rest:[9,22],restart:[17,21,51],restartpolici:[51,52],resu:25,result:[3,6,8,9,15,20,44,60,65],result_fil:[8,39],ret_val:62,return_seq:10,reuqest:26,reus:25,reveal:16,revers:[9,10,38,39],review:[13,40,51,64],reviews_electronics_5:51,rewrit:65,rgb:9,rgen:64,rho:11,right:[9,22],rkt:22,rmsprop:60,rmspropoptim:62,rnn:[9,10,38,39,46,64],rnn_bias_attr:39,rnn_layer_attr:39,rnn_out:39,rnn_state:36,rnn_state_:36,rnn_step:9,rnn_use_batch:[46,47],rnnlm:13,robot:57,role:[13,16,20,21,63,64],roman:64,root:[11,12,30,45,51,52,56],root_dir:45,rot:9,routin:62,routledg:64,row:[8,9,13],row_id:9,rpc:20,rpcserver:20,rstrip:52,rtype:[9,62],run:[16,17,22,27,30,40,44,45,51,52,53,54,62],runinitfunct:[44,52],running_on_cloud:22,runtim:[3,27],s_fusion:62,s_id:62,safe:22,same:[3,8,9,10,16,20,21,36,60],samping_id:9,sampl:[3,8,13,60,62,64,65],sample_id:8,sample_num:8,santiago:64,save:[3,9,13,17,19,20,21,22,51,62,63,64,65],save_dir:[28,47,49,51,52,57,60,62,63,64,65],save_only_on:[46,47],saving_period:[46,47,52],saving_period_by_batch:[46,47,49],saw:3,scalar:9,scale:[6,62],scalingproject:9,scan:20,scatter:9,schedul:[20,22],scheduler_factor:7,scheme:8,schmidhub:64,schwenk:65,scienc:64,score:[8,9,62],script:[13,42],seaplane_s_000978:57,search:[9,17,39,65],seat:65,second:[9,13,16,25,60,62],sed:64,see:[9,10,16,17,27,60],seed:[44,47],segment:8,sel_fc:9,select:9,selectiv:9,selector:51,self:41,selfnorm:9,semant:[13,16,26,63,64],semantic_role_label:39,semat:16,sen_len:63,send:[17,21],sent:[16,21,51],sent_id:39,sentanc:27,sentenc:[3,9,13,36,39,63],sentence_last_state1:36,sentence_last_state2:36,sentiment:[3,63,64],sentiment_data:64,sentiment_net:64,sentimental_provid:3,sentimental_train:3,separ:[8,60,62],seq:[9,13,36,62],seq_pool:[9,35],seq_text_print:8,seq_to_seq_data:[56,65],seq_typ:[13,62],seqlastin:36,seqtext_printer_evalu:[8,39],seqtoseq:[9,27,39,56,65],seqtoseq_net:[9,39,56,65],sequel:3,sequenc:[3,6,8,9,10,12,13,27,33,36,38,60,62,64,65],sequence_conv_pool:60,sequence_layer_group:[9,36],sequence_nest_layer_group:[9,36],sequencegen:36,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,33],sequenti:[9,63],seri:[10,36,64],serial:[15,20,21],server:[16,45,47,50,52],serverless:17,set:[3,7,8,9,10,13,15,16,17,22,27,28,36,39,44,45,51,56,57,58,60,62,63,64,65],set_active_typ:41,set_default_parameter_nam:7,set_drop_r:41,set_input:9,set_siz:41,set_typ:41,settotalbyteslimit:27,setup:[41,60],sever:9,sgd:[11,15,16,17,22,28,33,45,46,64],shape:[9,15,33],shard:[17,18,19,20,21],share:[9,24,63],shared_bia:10,shared_bias:9,shared_ptr:[23,24],ship:57,shold:64,shorten:9,should:[8,9,13,15,16,21,22,25,38],should_be_fals:16,should_be_tru:16,should_shuffl:[3,36,63],show:[11,13,17,63,64,65],show_check_sparse_distribution_log:[46,47],show_layer_stat:[46,47],show_parameter_stats_period:[46,47,49,51,63,64,65],shown:[8,9,16],shuf:[27,62],shuffl:[13,27],side:[9,15],sigint:45,sigmoid:[9,10],sigmoidactiv:36,similar:[9,25,62],similarli:9,simpl:[6,8,9,10,13,15,52],simple_attent:39,simple_gru:60,simple_lstm:[9,60],simple_rnn:[9,39],simpli:[9,16,21],simplifi:16,sinc:[9,17,20,25],singl:[8,10,13,17],sinlg:15,size:[3,8,9,10,11,13,17,19,25,27,28,33,36,39,41,57,58,60,62,64,65],size_a:9,size_b:9,size_t:41,skip:[25,28,40,58],sleep:52,slide:[9,11,13,17],slope:9,slot:[62,63],slot_dim:62,slot_nam:62,slottyp:62,small:13,small_messag:[46,47],small_vgg:57,smaller:[9,17],smith:64,smooth:9,snap:51,snapshot:18,sock:22,sock_recv_buf_s:[46,47],sock_send_buf_s:[46,47],socket:52,softmax:[9,10,16,27,39,41,60],softmax_param:27,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[27,36,39,60],solv:16,some:[7,9,13,15,16,20,21,22],some_c_api_funct:24,some_inst:24,some_python_class:23,somecppclass:23,somedata:15,somegotyp:23,someth:9,sometim:[11,25],somewhat:21,soon:17,sort:[9,13,52,62,64],sourc:[9,13,24,25,65],source_dict_dim:39,source_language_word:39,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,27,41,45,47,49,52,60],sparse_binary_vector:[3,13,27,33,60],sparse_binary_vector_sequ:13,sparse_float_vector:[3,33],sparse_non_value_slot:13,sparse_upd:[7,27],sparse_value_slot:13,sparse_vector:[13,27],sparse_vector_sequ:13,sparseparam:41,sparseprefetchrowcpumatrix:41,spatial:9,spec:[51,52],special:[9,21],specifi:[8,9,13,16,20,21,22,32,60],speech:9,speed:10,sphinx:[23,30,42],split:[3,9,36,45,60,62,63],split_count:52,squar:[9,11,12],squarerootnpool:9,squash:40,srand:47,src:[52,65],src_backward:39,src_dict:[27,39],src_dict_path:27,src_embed:39,src_forward:39,src_id:39,src_root:5,src_word_id:39,srl:[13,63],ssd:9,ssh:[30,45],sshd:30,sstabl:16,stabl:[26,50],stacked_lstm_net:64,stacked_num:64,stackexchang:9,stage:40,stake:65,stale:17,standard:7,stanford:[13,51],start:[9,15,17,20,21,22,27,40,47,51,52],start_paddl:52,start_pass:[46,47],start_pserv:[46,47],startpaddl:52,startup:[17,22],stat:[44,47,63,64,65],state:[9,10,17,38,51],state_act:[9,10,36],statfulset:52,staticinput:[9,38,39],statist:9,statset:44,statu:[22,40,44,51,52],status:51,std:[23,24,41,47],stderr:45,stdout:45,step:[9,10,12,17,21,36,38,39],stepout:36,still:20,stochast:[11,17,20],stock:64,stop:9,storag:50,store:[8,9,13,60,62],str:[15,22,49,52],strategi:[12,17,47,63],street:[9,63],strict:25,stride:9,stride_i:9,stride_x:9,string:[3,8,9,20,41,47],strip:[27,36,60,62,63],struct:[20,21,24],structur:[13,20,60],stub:9,stuff:40,stun:3,style:9,sub:[8,9,13,16],sub_sequ:[3,33],subgradi:11,subnet:16,subobjectpath:51,subseq:[35,38],subsequenceinput:[9,36],succeed:[20,51],success:[21,51],successfulcr:51,sudo:[32,57],suffic:25,suffix:22,suggest:9,sum:[9,11,18],sum_:9,sum_evalu:8,sumpool:[9,27],support:[7,8,9,12,13,17,22,25,36],sure:[32,64],swap_channel:58,swig:[23,24],swig_paddl:[5,13],symbol:[9,24],symlink:40,sync:17,syncflag:41,synchron:[11,17,20],syntax:25,sys:58,system:[17,21,27,64],t2b:56,t_i:9,tab:60,tabl:9,tableproject:9,tag:[8,13,27,30],tagtyp:8,tainer_id:52,take:[3,8,9,10,16],tanh:[9,10,41],tanhactiv:[36,39],target:[9,13,15,65],target_dict_dim:39,target_dictionary_dim:9,target_language_embed:9,target_language_word:39,targetinlink:[9,36],task:[8,9,63],task_queu:20,taskentri:20,taskqueu:20,tbd:36,tconf:64,tcp:47,tear:44,technic:17,tee:[51,57,62,63,64,65],tell:[17,20,21],tellig:64,templat:[51,52],tempor:9,temporari:22,term:[9,10,17],termin:51,tesh:63,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,24,25,26,40,41,44,45,47,49,57,58,60,62,63,64,65],test_all_data_in_one_period:[51,57,62,63,64],test_compar:27,test_comparespars:27,test_comparetwonet:27,test_comparetwoopt:27,test_config_pars:27,test_data:[5,65],test_fcgrad:41,test_gpuprofil:44,test_layergrad:41,test_list:[3,27,28,57,60],test_networkcompar:27,test_part_000:64,test_pass:[46,47,49,65],test_period:[46,47,49],test_predict:27,test_pydataprovid:27,test_pydataprovider2:27,test_pydataproviderwrapp:27,test_ratio:62,test_recurrent_machine_gener:27,test_recurrentgradientmachin:[27,36],test_swig_api:27,test_train:27,test_traineronepass:27,test_wait:[46,47],testa:16,testb:16,testbilinearfwdbwd:44,testconfig:41,tester:[62,65],testfcgrad:41,testfclay:41,testlayergrad:41,testq:16,testresult:15,testutil:41,text:[3,8,10,13,16,56,60,64,65],text_conv:60,text_conv_pool:62,text_fil:[13,64],tflop:44,tgz:13,than:[7,8,9,10,17,22,27],thei:[16,17,21,44],them:[10,16,17,22,25,44,60,62],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,20,21,22,25,44,60,62,64],thing:3,think:16,third:[9,17],those:[17,63],thread:44,thread_local_rand_use_global_se:[46,47],threadid:49,threadloc:44,three:[8,9,17,25,58],threshold:[7,8,17,20,47],through:[9,17,20],throughput:44,thu:9,tier:51,time:[9,10,12,13,16,17,20,25,36,44,47,51,52,64],timelin:9,timeout:[17,20],timer:44,timestamp:[9,18],timestep:9,titl:[13,52,62],tmp:3,to_your_paddle_clone_path:42,todo:[8,10,13,17,20],toend:9,togeth:[9,10,13,15],token:[8,9,16,39,64],too:13,tool:[42,52],top:[8,58],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,57],total:[8,15,17,25,44,51,65],total_pass:25,touch:64,tourist:65,track:[17,20,40],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,9,11,13,19,20,21,27,28,32,33,45,47,49,51,52,53,54,56,57,58,60,62,63,64,65],train_arg:52,train_args_dict:52,train_args_list:52,train_conf:[56,65],train_config_dir:52,train_data:65,train_i:33,train_list:[3,27,28,57,58,60],train_part_000:64,train_read:33,train_x:33,trainabl:9,trainer:[3,5,16,18,19,20,28,33,41,47,49,52,62,63,64,65],trainer_config:[2,3,5,28,45,51,52,60,62,64],trainer_config_help:[3,27,28,41,57,62],trainer_count:[27,46,47,49,51,52,62,63,64,65],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[47,52],trainer_mem:22,trainer_packag:22,trainerconfighelp:27,trainerid:52,trainerintern:[60,62,65],tran:41,transact:[17,20,64],transform:9,transform_param_attr:10,translat:[9,10,56,65],transpos:9,transposedfullmatrixproject:9,travel:3,travi:40,treat:[9,21],treatment:21,tree:[9,52],trg:65,trg_dict:39,trg_dict_path:39,trg_embed:39,trg_id:39,trg_ids_next:39,tricki:23,trn:60,truck:57,true_imag:25,true_label:25,true_read:25,truth:[8,9,65],tst:60,tune:[7,46],tupl:[9,13,15,25],ture:9,turn:[9,25,38],tutori:[51,52,53,54,56,65],tweet:64,twitter:64,two:[9,10,16,21,22,25,44,60],txt:[3,22,41,45,50,60,62,64],type:[3,8,9,10,12,13,16,17,20,22,23,24,25,28,33,36,41,49,51,58,60,62,63],type_nam:62,typedef:[21,23,24],typic:8,ubuntu:26,ubyt:25,uci:13,ufldl:9,uid:51,uint64:23,uint64_t:23,unawar:21,unconstrain:64,under:20,undeterminist:44,uniform:[7,9,13,19,25],uninstal:27,uniqu:[16,17,22],unique_ptr:41,unit:[9,10],unittest:[24,27],univ:65,unix:45,unk:[56,65],unk_idx:[60,63],unknown:9,unseg:9,unsup:64,unsupbow:64,until:[17,21,52],untrack:40,unus:62,updat:[7,9,17,20,21,40,45,49],update_equ:[15,33],updatecallback:41,upgrad:27,upload:[17,22],upstream:[27,40],url:[13,64],urls_neg:64,urls_po:64,urls_unsup:64,usag:[8,9,10,13,15,52,62],use:[7,8,9,10,12,13,15,16,17,40,44,52,58,60,62,63,64,65],use_global_stat:9,use_gpu:[5,27,33,46,47,49,51,52,57,58,60,62,63,64,65],use_jpeg:57,use_old_updat:[46,47],use_seq:[28,62],use_seq_or_not:62,used:[3,8,9,10,11,12,13,15,16,17,25,44,60,62,64],useful:[9,10],usegpu:41,user:[7,9,10,13,15,16,19,20,22,25,50,60,62],user_featur:62,user_head:62,user_id:[52,62],user_info:13,user_meta:62,user_nam:[19,62],usercert:19,userinfo:13,userkei:19,usernam:[19,40],uses:17,using:[7,9,10,13,16,17,20,21,22,25,32,63],usr:[27,29,30,32,45,47,52],usrdict:56,usrmodel:56,usual:[9,13,15,22,44],utc:61,util:[44,52,57,62],uuid:18,v28:9,valid:25,valu:[3,5,7,8,9,11,12,13,15,17,41,49,52,58,60,63],value1:47,value2:47,value_printer_evalu:8,value_rang:13,vanilla:39,variabl:[9,13,16,51],varianc:9,vector:[9,10,13,16,21,60,62],verb:13,veri:[9,12,20,57],version:[9,10,22,26,30,32,44,46,47],versu:16,vertic:9,vgg:[10,57],vgg_16_cifar:57,via:[17,25,32,40],view:9,vision:57,visipedia:57,visual:9,vocab:64,volum:[30,50,51,52],volumemount:[51,52],vutbr:13,wai:[9,10,16,21,65],wait:[11,17,21,52],wall:63,want:[3,9,10,16,22,25],warn:[9,27,52],warp:9,watch:17,wbia:58,wei:[63,64],weight:[8,9,10,11,41,58],weight_act:10,weightlist:41,weights_:41,weights_t:41,well:22,wether:9,what:[7,9,10,11,40,60],when:[3,7,8,9,13,15,17,20,21,22,44],where:[9,10,11,16,17],wherea:20,whether:[8,9,10,25,64],which:[8,9,10,11,13,16,17,19,20,21,22,25,60,62],whoever:21,whole:[3,8,13,23,24],whole_cont:62,whose:[9,13,17],why:[10,24,44],width:[8,9,13,23,25,41,65],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,50],wise:9,with_avx:[29,30,32,40],with_doc:29,with_dock:42,with_doubl:[29,32,41],with_dso:29,with_gpu:[29,30,32,40],with_predict_sdk:32,with_profil:44,with_python:[29,32],with_rdma:[29,32],with_style_check:[29,40],with_swig_pi:29,with_test:[29,30,40],with_tim:[29,32,44],within:[9,20],without:[8,9,17,21,25],wmt14:65,wmt14_data:65,wmt14_model:65,wmt_shrinked_data:13,woboq:30,won:36,wonder:3,word2vec:[22,27],word:[3,8,9,13,27,36,38,60,63],word_dict:[36,60,63],word_dim:[36,60],word_id:[3,27],word_idx:13,word_slot:63,word_vector:60,word_vector_dim:[9,39,56],words_freq_sort:13,work:[13,16,17,25,30,36,40,51,52],workspac:45,would:[15,17,25,63],wrapper:[10,44],write:[13,16,17,25,63],write_lock:18,writelin:28,writer:16,wrong:25,wsj:63,wuyi:50,www:[9,13,57,65],xarg:[27,30,41],xgbe0:47,xgbe1:47,xiaojun:64,xrang:[25,28,33,41],xxbow:64,xxx:[16,58,65],xxxx:18,y_i:9,y_predict:33,yaml:[51,52],yancey1989:22,yann:13,yapf:40,yeild:15,yield:[3,13,16,19,25,27,28,33,36,39,60,62,63],you:[3,7,9,10,22,32,58,64],your:[9,16,22,27],your_param_nam:27,your_repo:52,your_source_root:24,yuyang18:[10,13],zachari:64,zeng:64,zero:[7,9,11,13,17,47],zhou:[63,64],zip:[13,52,61],zoo:56},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","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","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":52,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":65,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":56,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":62,"\u4e0b\u8f7d\u6570\u636e":51,"\u4e0d\u4f7f\u7528":23,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":23,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":23,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4e2d\u6587\u5b57\u5178":56,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":56,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":56,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":56,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":44,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":44,"\u4ec5\u4ec5\u4f7f\u7528void":23,"\u4ecb\u7ecd":[56,58],"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4ee3\u7801\u8981\u6c42":40,"\u4efb\u52a1\u7b80\u4ecb":28,"\u4f18\u5316\u7b97\u6cd5":60,"\u4f7f\u7528":[40,51],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\u4f7f\u7528\u6848\u4f8b":49,"\u4f7f\u7528\u6982\u8ff0":60,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":49,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":52,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":56,"\u4f7f\u7528\u8bf4\u660e":43,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":42,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":65,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":65,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":40,"\u4fee\u6539\u542f\u52a8\u811a\u672c":51,"\u4fee\u6539\u6587\u6863":42,"\u514b\u9686":40,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":24,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":44,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":41,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":45,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":39,"\u51c6\u5907\u6570\u636e":[28,62],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":52,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":45,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":27,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":27,"\u5206\u5272\u8bad\u7ec3":62,"\u5206\u652f\u89c4\u8303":26,"\u521b\u5efa\u672c\u5730\u5206\u652f":40,"\u521b\u5efajob":52,"\u521b\u5efapaddl":51,"\u5220\u9664\u672c\u5730\u5206\u652f":40,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":40,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":27,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":40,"\u5236\u4f5c\u955c\u50cf":52,"\u5236\u4f5cdocker\u955c\u50cf":51,"\u524d\u63d0\u6761\u4ef6":45,"\u52a0\u8f7dpaddlepaddl":33,"\u52a0\u901f\u6267\u884c":18,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":27,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u52a8\u6001\u6269\u5bb9":18,"\u5355\u5143\u6d4b\u8bd5":47,"\u5355\u53cc\u5c42rnn":36,"\u5377\u79ef\u6a21\u578b":60,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":57,"\u539f\u56e0":23,"\u539f\u56e0\u5217\u8868":23,"\u53c2\u6570\u4fe1\u606f":58,"\u53c2\u6570\u5185\u5b58":27,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":47,"\u53c2\u6570\u6982\u8ff0":46,"\u53c2\u6570\u8bfb\u53d6":58,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":64,"\u53c2\u8003\u8d44\u6599":44,"\u53cc\u5411lstm":64,"\u53cc\u5c42rnn":36,"\u53cc\u5c42rnn\u4ecb\u7ecd":38,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":38,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":32,"\u53ef\u9009\u529f\u80fd":56,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":60,"\u5411\u91cf":47,"\u542f\u52a8\u4efb\u52a1":52,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":45,"\u547d\u4ee4\u884c\u53c2\u6570":60,"\u548c":35,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":57,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":49,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":56,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":33,"\u57fa\u672c\u539f\u7406":38,"\u57fa\u672c\u8981\u6c42":23,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":42,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":27,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":27,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":27,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":27,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":27,"\u5982\u4f55\u66f4\u65b0www":42,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":42,"\u5982\u4f55\u8d21\u732e":42,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":40,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":44,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":27,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":36,"\u5b50\u5e8f\u5217\u95f4\u6709memori":36,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":62,"\u5b89\u88c5":[32,60],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":31,"\u5b89\u88c5\u6d41\u7a0b":31,"\u5b89\u88c5kubectl":50,"\u5b8c\u6574\u6559\u7a0b":59,"\u5b9e\u73b0":23,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":41,"\u5b9e\u73b0\u65b9\u5f0f":24,"\u5b9e\u73b0c":41,"\u5b9e\u73b0python\u5c01\u88c5":41,"\u5bfc\u51fac":23,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":49,"\u5c0f\u7ed3":3,"\u5de5\u5177":44,"\u5e38\u7528\u6a21\u578b":59,"\u5e76\u5b8c\u6210":40,"\u5efa\u7acb":40,"\u5f00\u53d1\u6807\u51c6":43,"\u5f00\u59cb\u5f00\u53d1":40,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":47,"\u5f15\u7528":63,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":60,"\u6027\u80fd\u4f18\u5316":43,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":44,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":44,"\u6027\u80fd\u8c03\u4f18":47,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":60,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":64,"\u6216\u8005\u662f":27,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":27,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":23,"\u63a5\u53e3":58,"\u63a8\u5bfc\u65b9\u7a0b":41,"\u63a8\u6d4b\u6267\u884c":18,"\u63d0\u4ea4":40,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":40,"\u63d0\u4ea4\u955c\u50cf":51,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":62,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":33,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":35,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6570\u636e\u51c6\u5907":[57,62,65],"\u6570\u636e\u63cf\u8ff0":63,"\u6570\u636e\u63d0\u4f9b":63,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":62,"\u6570\u636e\u652f\u6301":47,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":60,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":56,"\u6570\u636e\u96c6\u7279\u5f81":61,"\u6570\u636e\u9884\u5904\u7406":65,"\u6570\u6910\u4ecb\u7ecd":64,"\u6570\u6910\u51c6\u5907":64,"\u6574\u4f53\u65b9\u6848":52,"\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":65,"\u6587\u672c\u751f\u6210\u6559\u7a0b":65,"\u6587\u6863":[30,55],"\u65b0\u624b\u5165\u95e8":34,"\u65f6\u5e8f\u6a21\u578b":60,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":36,"\u65f6\u95f4\u6b65":36,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":24,"\u672c\u5730\u6d4b\u8bd5":49,"\u672c\u5730\u8bad\u7ec3":49,"\u672f\u8bed":18,"\u6784\u5efa\u548c\u6d4b\u8bd5":40,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":51,"\u67e5\u770b\u8f93\u51fa":52,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":49,"\u6848\u4f8b\u4e8c":49,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":45,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":45,"\u6982\u5ff5\u89e3\u91ca":19,"\u6982\u8ff0":[35,38],"\u6a21\u578b":58,"\u6a21\u578b\u4e0b\u8f7d":58,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":24,"\u6a21\u578b\u68c0\u9a8c":28,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":60,"\u6a21\u578b\u8bad\u7ec3":[57,65],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":62,"\u6a21\u578b\u914d\u7f6e":[36,43],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":36,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u6d4b\u8bd5":[47,63],"\u6d4b\u8bd5\u6587\u4ef6":62,"\u6d4b\u8bd5\u6a21\u578b":64,"\u7279\u5f81":63,"\u7279\u5f81\u63d0\u53d6":58,"\u751f\u6210\u5e8f\u5217":39,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":65,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":38,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":61,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":65,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":64,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":61,"\u76ee\u5f55\u7ed3\u6784":24,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":42,"\u76f8\u5173\u6982\u5ff5":38,"\u77e9\u9635":47,"\u793a\u4f8b1":36,"\u793a\u4f8b2":36,"\u793a\u4f8b3":36,"\u793a\u4f8b4":36,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":27,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":62,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":63,"\u7a00\u758f\u8bad\u7ec3":49,"\u7b26\u53f7":23,"\u7b80\u4ecb":[50,65],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":39,"\u7c7b":[23,41],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":33,"\u7ec3\u4e60":57,"\u7ec6\u8282\u63a2\u7a76":57,"\u7ec6\u8282\u63cf\u8ff0":47,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":45,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":28,"\u7f16\u5199yaml\u6587\u4ef6":51,"\u7f16\u8bd1\u6d41\u7a0b":31,"\u7f16\u8bd1\u9009\u9879":24,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":29,"\u7f29\u5bb9":18,"\u7f51\u7edc\u53ef\u89c6\u5316":58,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u80cc\u666f":23,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":47,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":56,"\u8bad\u7ec3":[47,62,63],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":62,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8bad\u7ec3\u6a21\u578b":[28,33,60,64],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":65,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":38,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":27,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":48,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":61,"\u8bcd\u5411\u91cf\u6a21\u578b":60,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":56,"\u8bcd\u6c47\u8868":36,"\u8be6\u7ec6\u6559\u7a0b":44,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":63,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":36,"\u8f6c\u6362\u5e93":19,"\u8f93\u5165":38,"\u8f93\u5165\u4e0d\u7b49\u957f":36,"\u8f93\u5165\u793a\u4f8b":38,"\u8f93\u51fa":38,"\u8f93\u51fa\u65e5\u5fd7":60,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":45,"\u8fd0\u884c\u5bb9\u5668":51,"\u8fd0\u884cdocker":27,"\u8fd0\u884cpaddlepaddl":30,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":23,"\u8fdb\u884c\u8bad\u7ec3":[19,51],"\u8fdb\u9636\u6307\u5357":43,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":50,"\u901a\u7528":47,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":30,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":60,"\u9047\u5230":27,"\u90e8\u7f72kubernetes\u96c6\u7fa4":50,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":60,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":39,"\u914d\u7f6e\u7f51\u7edc":33,"\u914d\u7f6ekubectl":50,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":50,"\u94a9\u5b50":40,"\u9644\u5f55":60,"\u968f\u673a\u6570":47,"\u96c6\u7fa4\u8bad\u7ec3":49,"\u975e\u6cd5\u6307\u4ee4":27,"\u9884\u5904\u7406":57,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":65,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":65,"\u9884\u6d4b":[57,58,60,63,64],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":65,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":36,"beam_search\u7684\u751f\u6210":36,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":29,"bleu\u8bc4\u4f30":65,"book\u4e2d\u6240\u6709\u7ae0\u8282":26,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":29,"cmake\u6e90\u7801\u7f16\u8bd1":27,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":29,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"float":27,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":49,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":44,"gpu\u955c\u50cf\u51fa\u73b0":27,"group\u6559\u7a0b":38,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"kubernetes\u5355\u673a\u8bad\u7ec3":51,"meta\u6587\u4ef6":62,"meta\u914d\u7f6e\u6587\u4ef6":62,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":61,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":62,"org\u6587\u6863":42,"paddle\u52a8\u6001\u5e93\u4e2d":23,"paddle\u53d1\u884c\u89c4\u8303":26,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":26,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":23,"paddle\u7248\u672c\u53f7\u4e3a0":27,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":30,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":29,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":30,"pod\u95f4\u901a\u4fe1":52,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":58,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":27,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":60,"return":25,"rnn\u76f8\u5173\u6a21\u578b":37,"rnn\u914d\u7f6e":39,"so\u627e\u4e0d\u5230":32,"ubuntu\u90e8\u7f72paddlepaddl":32,Abs:6,The:21,Using:21,With:22,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,algorithm:17,api:[1,4,24],applic:4,argument:25,async:47,attent:39,attribut:7,auc:8,avg:12,base:22,basepool:12,batch:25,batch_norm:9,batch_siz:25,beam_search:9,becaus:27,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:27,bilinear_interp:9,bla:29,block_expand:9,book:30,brelu:6,cach:3,capi:24,capi_priv:24,check:9,checkpoint:[17,18],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:21,clone:40,code:22,column_sum:8,commit:40,compos:25,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,24,27,35,44],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:27,creat:25,creation:20,creator:25,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:[27,29],cudnn:29,cudnnavg:12,cudnnmax:12,custom:25,dat:61,data:[9,13,17,25],datafeed:13,dataprovid:[4,47],dataset:[13,17,20],datatyp:13,decayedadagrad:11,decor:25,deploi:22,design:[16,17,20,21,25],dictionari:25,dispatch:[17,20],distribut:[16,17,22],doc:[16,17,20,21,25],docker:22,dotmul_oper:9,dotmul_project:9,driver:27,dropout_lay:10,dylib:24,dynam:17,embed:9,entri:25,environ:22,eos:9,evalu:8,event:[15,16],exampl:[16,24],except:27,exp:6,expand:[9,35],faq:27,fault:17,first_seq:[9,35],fork:40,format:17,from:16,full_matrix_project:9,fulli:9,gate:39,get_output:9,gpu:47,gradient:21,gradient_print:8,group:9,gru:[10,47],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,23],how:25,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:27,imag:[9,10,22],imagenet:58,imdb:[13,64],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:25,infer:15,ingredi:16,init_hook:3,initi:21,input_typ:3,instruct:27,insuffici:27,interfac:[13,17,21,25],interpol:9,isn:25,issu:40,job:[17,22,51],join:9,kubernet:[22,50,51],lambda_cost:9,last_seq:[9,35],layer:[9,16],libcudart:32,libcudnn:32,libpaddle_capi_shar:24,libpaddle_capi_whol:24,librari:21,linear:6,linear_comb:9,linux_x86_64:27,list:[18,25],log:6,logic:20,lstm:[10,47,63,64],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:25,master:[17,20,22],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,36,38],messag:27,mini:25,minibatch:13,misc:10,mix:9,mnist:13,model:[4,14,16,21,39,58],momentum:11,movi:61,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:25,nce:9,need:25,network:[10,39],neural:39,nlp:[10,47],norm:9,nvprof:44,nvvp:44,object:17,onli:25,optim:[11,17,21],pad:9,paddl:[25,26],paddlejob:22,paddlepaddl:[16,42,55],parallel_nn:49,paramet:[7,15,16,17,21,22],partit:21,perform:47,persist:20,platform:27,pnpair:8,point:27,pool:[9,12,35],power:9,pre:40,precision_recal:8,prefetch:25,print:8,process:[17,21,22],protocol:27,provid:[3,25],pull:40,push:40,python:[22,25],queue:[17,20],rank:8,rank_cost:9,rate:61,reader:[13,16,25],recoveri:17,recurr:[9,10,38,39],recurrent_group:9,refer:3,regular:21,reject:27,relu:6,repeat:9,request:40,reshap:9,resnet:58,retri:20,rmsprop:11,rnn:[36,47],rotat:9,runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,select:21,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:39,sequence_conv_pool:10,sequencesoftmax:6,server:[17,20,21,22],sgd:47,share:16,shuffl:25,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:25,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:21,spp:9,squar:6,squarerootn:12,stack:64,stanh:6,start:16,store:17,submit:22,suffici:25,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:27,tabl:24,table_project:9,take:25,tanh:6,task:[17,20],tensor:9,text_conv_pool:10,thi:27,todo:[18,19],toler:17,too:27,train:[15,16,17,22,25],trainer:[15,17,21,22],tran:9,trans_full_matrix_project:9,tune:47,uci_h:13,updat:16,usag:25,use:25,user:[17,61],util:8,value_print:8,version:27,vgg_16_network:10,warp_ctc:9,wheel:27,whl:27,why:25,wmt14:13,zoo:58}}) \ 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/cluster_train/pserver_client","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/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/cluster_train/pserver_client.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/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":67,"0005\u4e58\u4ee5batch":59,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":66,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":66,"000\u4e2atxt\u6587\u4ef6":66,"000\u4f4d\u7528\u6237\u5bf94":63,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":60,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":63,"000\u90e8\u7535\u5f71\u76841":63,"00186201e":5,"00m":46,"02595v1":9,"03m":46,"0424m":46,"0473v3":10,"05d":59,"0630u":46,"06u":46,"0810u":46,"08823112e":5,"0957m":46,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":49,"0\u5c42\u5e8f\u5217":37,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":66,"0ab":9,"0b1":34,"0rc1":[28,32],"0rc2":28,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":59,"10007_10":66,"10014_7":66,"100m":29,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":60,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":60,"101\u5c42\u7f51\u7edc\u6a21\u578b":60,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":59,"10\u6570\u636e\u96c6":59,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":59,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":59,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":59,"10g":22,"1150u":46,"11\u5b9e\u73b0\u4e86c":26,"11e6":53,"12194102e":5,"124n":46,"128\u7ef4\u548c256\u7ef4":58,"13m":53,"1490u":46,"14\u6570\u636e\u96c6":67,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":67,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":51,"152\u5c42\u7f51\u7edc\u6a21\u578b":60,"15501715e":5,"1550u":46,"15\u884c":38,"1636k":67,"16u":46,"173m":60,"173n":46,"1770u":46,"18\u5c81\u4ee5\u4e0b":63,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":53,"197u":46,"1\u7684\u5c42\u4e4b\u5916":51,"1\u7a00\u758f\u6570\u636e":43,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":51,"1\u9664\u4ee5batch":59,"1m\u6570\u636e\u96c6\u4e2d":64,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":64,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":59,"210u":46,"211839e770f7b538e2d8":10,"215n":46,"228u":46,"234m":60,"24\u5c81":63,"2520u":46,"25639710e":5,"25k":62,"2680u":46,"26\u884c":38,"27787406e":5,"279n":46,"27m":46,"285m":46,"2863m":46,"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":46,"2977m":46,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":67,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":29,"2\u4e2a\u6d6e\u70b9\u6570":30,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":54,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":51,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":54,"2nd":9,"302n":46,"30u":46,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":58,"32777140e":5,"328n":46,"32\u7ef4":58,"32u":46,"32x32":13,"331n":46,"3320u":46,"34\u5c81":63,"35\u65f6":67,"36540484e":5,"36u":46,"3710m":46,"3768m":46,"387u":46,"38u":46,"3920u":46,"39u":46,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":67,"3\u53f7gpu":29,"4035m":46,"4090u":46,"4096mb":49,"4279m":46,"43630644e":5,"43u":46,"448a5b355b84":53,"44\u5c81":63,"4560u":46,"4563m":46,"45u":46,"4650u":46,"4726m":46,"473m":53,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":63,"4gb":49,"500\u4e2atxt\u6587\u4ef6":66,"500m":29,"50\u5c42":60,"50\u5c42\u7f51\u7edc\u6a21\u578b":60,"51111044e":5,"514u":46,"525n":46,"526u":46,"53018653e":5,"536u":46,"5460u":46,"5470u":46,"54u":46,"55\u5c81":63,"55g":67,"5690m":46,"573u":46,"578n":46,"5798m":46,"586u":46,"58s":53,"5969m":46,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":58,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":34,"6080u":46,"6082v4":9,"6140u":46,"6305m":46,"639u":46,"64\u7ef4":58,"655u":46,"6780u":46,"6810u":46,"682u":46,"6970u":46,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":46,"6\u4e2a\u8282\u70b9":47,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":58,"704u":46,"70634608e":5,"7090u":46,"72296313e":5,"72u":46,"73u":46,"75u":46,"760u":46,"767u":46,"783n":46,"784u":46,"78m":46,"7eamaa":13,"7kb":53,"8250u":46,"8300u":46,"830n":46,"849m":46,"85625684e":5,"861u":46,"864k":67,"8661m":46,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":58,"877\u884c":58,"892m":46,"901n":46,"90u":46,"918u":46,"9247m":46,"924n":46,"9261m":46,"93137714e":5,"9330m":46,"94u":46,"9530m":46,"96644767e":5,"983m":46,"988u":46,"997u":46,"99982715e":5,"99m":60,"99u":46,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":53,"\u0233":30,"\u03b5":30,"\u4e00":38,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":30,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":59,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":23,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":52,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":53,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":40,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":59,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":40,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":40,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":40,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":66,"\u4e00\u4e2a\u6216\u591a\u4e2a":52,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":29,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":46,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":32,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":37,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":37,"\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":66,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":32,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":43,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":43,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":43,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":29,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":23,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":49,"\u4e00\u4e2alabel":38,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":41,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":65,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":62,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":52,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":23,"\u4e00\u4eba":38,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":40,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":64,"\u4e00\u65e9":38,"\u4e00\u662fbatch":29,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":47,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":52,"\u4e00\u6b21\u6027\u676f\u5b50":38,"\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":30,"\u4e00\u7bc7\u8bba\u6587":67,"\u4e00\u7ea7\u76ee\u5f55":[66,67],"\u4e00\u81f4":[37,38],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":28,"\u4e00\u822c\u4ece":42,"\u4e00\u822c\u5728paddlepaddle\u4e2d":38,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,30],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":29,"\u4e00\u822c\u6765\u8bf4":41,"\u4e00\u822c\u800c\u8a00":67,"\u4e00\u822c\u8868\u793a":38,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":62,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,35],"\u4e09\u7ea7\u76ee\u5f55":[66,67],"\u4e0a":42,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":65,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":23,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":66,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":38,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":54,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":23,"\u4e0a\u7f51":38,"\u4e0a\u8fd0\u884c":32,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":29,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":46,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":47,"\u4e0b":59,"\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":46,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":59,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":65,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":60,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":43,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":40,"\u4e0b\u6587\u4f7f\u7528":54,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":53,"\u4e0b\u6b21":38,"\u4e0b\u7684":54,"\u4e0b\u8868\u5c55\u793a\u4e86batch":60,"\u4e0b\u8f7d":23,"\u4e0b\u8f7d\u5230\u672c\u5730":23,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":53,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":34,"\u4e0b\u8f7d\u6570\u636e\u96c6":59,"\u4e0b\u8f7dwmt":67,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":46,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":64,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":52,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":26,"\u4e0b\u9762\u5217\u51fa\u4e86":41,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":43,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":54,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":59,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":59,"\u4e0b\u9762\u662fcifar":59,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":43,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":60,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":60,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":43,"\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":35,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":30,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":37,"\u4e0d":38,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":23,"\u4e0d\u4f1a\u518d\u4ece":29,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":25,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":43,"\u4e0d\u4f7f\u7528c":25,"\u4e0d\u4f7f\u7528swig":25,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":67,"\u4e0d\u540c":65,"\u4e0d\u540c\u4e3b\u673a":52,"\u4e0d\u540c\u4ea7\u54c1":66,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":49,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":60,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":41,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":25,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":29,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":54,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,35],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":52,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":25,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":40,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":40,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":38,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":52,"\u4e0d\u5728":26,"\u4e0d\u5bb9\u6613\u51fa\u9519":23,"\u4e0d\u5c11":38,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":25,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":40,"\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":67,"\u4e0d\u6307\u5b9a\u65f6":40,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":52,"\u4e0d\u652f\u6301":65,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,35],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":25,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":42,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":42,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":42,"\u4e0d\u8fc7":38,"\u4e0d\u8fdc":38,"\u4e0d\u9519":38,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":41,"\u4e0e":[54,58,67],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":23,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":28,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":38,"\u4e0e\u53ef\u80fd\u6709\u7684":28,"\u4e0e\u5728":65,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":47,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":54,"\u4e0e\u7ffb\u8bd1":67,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":66,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":67,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":29,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":63,"\u4e0ejob":54,"\u4e0etime":63,"\u4e14":38,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":42,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,35],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":52,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":38,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":26,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":66,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":25,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":25,"\u4e24":38,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":47,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":44,"\u4e24\u4e2a\u5d4c\u5957\u7684":40,"\u4e24\u4e2a\u64cd\u4f5c":46,"\u4e24\u4e2a\u6587\u4ef6\u5939":59,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":65,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":38,"\u4e24\u4e2a\u90e8\u5206":44,"\u4e24\u79cd\u7c7b\u522b":62,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":62,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":29,"\u4e2a\u5355\u8bcd":67,"\u4e2a\u6027\u5316\u63a8\u8350":[28,61],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":64,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":49,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":49,"\u4e2d":[25,26,29,43,54,59,62,64,65,66],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":42,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":58,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":67,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":67,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":38,"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":62,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":67,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":42,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":42,"\u4e2d\u5b89\u88c5":47,"\u4e2d\u5b8c\u5168\u4e00\u81f4":25,"\u4e2d\u5b8c\u6210":66,"\u4e2d\u5b9a\u4e49":41,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":40,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":26,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":66,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":60,"\u4e2d\u6307\u5b9a":49,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":51,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":60,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":60,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":31,"\u4e2d\u6587\u6587\u6863":44,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":44,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":38,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":63,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":54,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":49,"\u4e2d\u7684":60,"\u4e2d\u7684\u4e00\u884c":[3,42],"\u4e2d\u7684\u5185\u5bb9":65,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":42,"\u4e2d\u7684\u63a5\u53e3":64,"\u4e2d\u7684\u6570\u636e":60,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":64,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":60,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":66,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":64,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":67,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":52,"\u4e2d\u7684\u7b2ci\u884c":67,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":63,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":66,"\u4e2d\u83b7\u53d6":54,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":47,"\u4e2d\u8bbe\u7f6e":47,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":47,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":43,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":29,"\u4e3a":[3,41],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":66,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":42,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":43,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":32,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":66,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":52,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":43,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":23,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":40,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":32,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":42,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":47,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":26,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":47,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":46,"\u4e3a\u4e86\u8fd8\u539f":30,"\u4e3a\u4f8b":62,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":47,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":62,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":29,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":46,"\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":58,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":47,"\u4e3a\u6b64":53,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":43,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":47,"\u4e3ajson\u6216yaml\u683c\u5f0f":64,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":43,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":49,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":23,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":35,"\u4e3b\u8981\u539f\u56e0":38,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":29,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":59,"\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":29,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":62,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":29,"\u4e3e\u4f8b":29,"\u4e3e\u4f8b\u8bf4\u660e":38,"\u4e4b\u524d":42,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":62,"\u4e4b\u540e":[30,35,43],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":47,"\u4e4b\u540e\u4f7f\u7528":43,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":43,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":43,"\u4e4b\u540e\u5b9a\u4e49\u7684":59,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":26,"\u4e4b\u95f4\u7684\u8ddd\u79bb":30,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":40,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":43,"\u4e58\u9664\u7b49\u65f6\u5019":29,"\u4e5d\u4e2a":65,"\u4e5f":38,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":40,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":26,"\u4e5f\u4e0d\u751f\u6210":26,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":42,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":52,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":32,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":40,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":46,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":54,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":62,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":52,"\u4e5f\u5c31\u662f":42,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":62,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":42,"\u4e5f\u5c31\u662f\u8bf4":[49,51,58],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":64,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":54,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":46,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":38,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":52,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":40,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":29,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":62,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":59,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":25,"\u4e7e":38,"\u4e86":38,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":46,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":41,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":41,"\u4e8c\u7ea7\u76ee\u5f55":[66,67],"\u4e8c\u7ef4\u77e9\u9635":60,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":38,"\u4e8c\u8fdb\u5236":58,"\u4e92\u76f8\u901a\u4fe1":52,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":66,"\u4e94\u661f\u7ea7":38,"\u4e9a\u9a6c\u900a":66,"\u4ea4\u901a":38,"\u4ea4\u901a\u4fbf\u5229":38,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":32,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec0\u4e48":64,"\u4ec5\u4ec5\u4f7f\u7528":25,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":66,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":64,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":64,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":66,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":43,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":43,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":54,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":52,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":62,"\u4ece":[28,46,65],"\u4ece0\u5230num":49,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":40,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":46,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":30,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":66,"\u4ece\u5927\u5230\u5c0f":67,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":65,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":38,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":62,"\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":67,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":66,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":67,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":43,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":30,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":62,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":67,"\u4ece\u8bed\u4e49\u4e0a\u770b":40,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":38,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":30,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":58,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ecestart":49,"\u4ecetest":67,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":42,"\u4ed4\u7ec6\u89c2\u5bdf":60,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":26,"\u4ed6\u4eec\u5206\u522b\u662f":38,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":38,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":60,"\u4ed6\u662f\u5c06":26,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":25,"\u4ee3\u66ff":54,"\u4ee3\u7801":64,"\u4ee3\u7801\u4e2d9":38,"\u4ee3\u7801\u5982\u4e0b":41,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":42,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":25,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":54,"\u4ee3\u8868\u7f16\u53f7":64,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a":42,"\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":32,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":32,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":32,"\u4ee5\u4e0b":[19,64],"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":41,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":41,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":63,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":32,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":42,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":62,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":47,"\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":58,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":47,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":32,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":23,"\u4ee5\u4fbf\u7528\u6237":47,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":43,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":43,"\u4ee5\u5206\u7c7b\u6765\u81ea":66,"\u4ee5\u53ca":43,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":41,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":37,"\u4ee5\u53ca\u5728wmt":67,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":59,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":32,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":40,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":43,"\u4ee5\u53canumpi":19,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":64,"\u4ee5\u53carelu":43,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":47,"\u4ee5\u9017\u53f7":58,"\u4ee5\u9017\u53f7\u95f4\u9694":49,"\u4ef7\u683c":38,"\u4efb\u52a1":64,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":47,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":38,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f18\u5316":66,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":43,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":54,"\u4f1a\u5171\u4eab\u53c2\u6570":29,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":49,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":38,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":54,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":44,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":29,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":40,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":25,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":40,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":29,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":40,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":40,"\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":25,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":43,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":42,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":67,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":54,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":40,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":40,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":42,"\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":29,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":49,"\u4f46":26,"\u4f46\u4e0d\u66b4\u9732":26,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":43,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":49,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":38,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":38,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":30,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":40,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":31,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":28,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":38,"\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":28,"\u4f46\u662f":[29,38],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":32,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":47,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":26,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":48,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":38,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":32,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":42,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":31,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":51,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":29,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":25,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":67,"\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":66,"\u4f46\u662fbatch":29,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,35],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,35],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":38,"\u4f4f":38,"\u4f53\u88c1\u5b57\u5178":64,"\u4f53\u88c1\u5b57\u6bb5":64,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":64,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":64,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":38,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":41,"\u4f5c\u4e3a\u53c2\u6570\u7684id":29,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":40,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":63,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":25,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":30,"\u4f5c\u4e3a\u8f93\u51fa":41,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":47,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":38,"\u4f5c\u5bb6":63,"\u4f5c\u7528":37,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":60,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":62,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":58,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":60,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":32,"\u4f60\u53ea\u9700\u5b8c\u6210":47,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":62,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":67,"\u4f60\u53ef\u4ee5\u4f7f\u7528":60,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":66,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":47,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":47,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":64,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":64,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":51,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":60,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":60,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":64,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":58,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":67,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":60,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":60,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":67,"\u4f60\u5c06\u5728\u76ee\u5f55":66,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":64,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":47,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":47,"\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":43,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":51,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":43,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":64,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":43,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":62,"\u4f7f\u5f97":30,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":67,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":29,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":43,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":30,"\u4f7f\u7528":[26,28,29,32,38,40,41,43,46,49,62,65,66],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":51,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":51,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":60,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":51,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":51,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":43,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":29,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":53,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":29,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":65,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":34,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":58,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":66,"\u4f7f\u7528\u52a8\u6001\u5e93":25,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":29,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":29,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":59,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":58,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":41,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":54,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":53,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":29,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":26,"\u4f7f\u7528\u6848\u4f8b":50,"\u4f7f\u7528\u7684":29,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":26,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":49,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":40,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":60,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":49,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":49,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":67,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":65,"\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":59,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":38,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":43,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":66,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":25,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":58,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":26,"\u4f7f\u7528c99\u505a\u63a5\u53e3":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":25,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":49,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":51,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":51,"\u4f7f\u7528cpu\u8bad\u7ec3":66,"\u4f7f\u7528init":51,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":38,"\u4f7f\u7528max":59,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":38,"\u4f7f\u7528model":51,"\u4f7f\u7528paddlepaddl":62,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":59,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":49,"\u4f7f\u7528regress":28,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":25,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":25,"\u4f7f\u7528void":25,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":59,"\u4f86":38,"\u4f8b\u5982":[3,19,25,26,28,29,31,35,38,41,43,46,47,48,49,51,54,60,62,64,66],"\u4f8b\u5982\u4e0a\u6587\u7684pod":52,"\u4f8b\u5982\u4e0a\u9762\u7684":30,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":47,"\u4f8b\u5982\u4f7f\u7528":29,"\u4f8b\u5982\u586b\u5145":41,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":25,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":25,"\u4f8b\u5982\u5bf9\u4e8epython":25,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":38,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":38,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":38,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":29,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":59,"\u4f8b\u5982c":25,"\u4f8b\u5982hostpath":52,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":25,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":54,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":25,"\u4f8b\u5982python\u7684":25,"\u4f8b\u5982sigmoid":43,"\u4f8b\u5982sigmoid\u53d8\u6362":62,"\u4f8b\u5b50\u4e2d\u662f":43,"\u4f8b\u5b50\u4e2d\u662f0":43,"\u4f8b\u5b50\u4e2d\u662f100":43,"\u4f8b\u5b50\u4e2d\u662f4096":43,"\u4f8b\u5b50\u4e2d\u662f8192":43,"\u4f8b\u5b50\u4e2d\u662ffc":43,"\u4f8b\u5b50\u4e2d\u662fsoftmax":43,"\u4f8b\u5b50\u4f7f\u7528":52,"\u4f9bpaddlepaddle\u52a0\u8f7d":49,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":66,"\u4f9d\u6b21\u7c7b\u63a8":28,"\u4f9d\u8d56\u4e8epython\u7684":59,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":52,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":52,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":32,"\u4fbf\u5229":38,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":38,"\u4fbf\u5b9c":38,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":25,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":49,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":67,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":49,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":49,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":60,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":42,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":47,"\u4fee\u590d\u6240\u6709bug\u540e":28,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":28,"\u4fee\u590dubuntu":28,"\u4fee\u6539":[52,53],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":53,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":46,"\u4fee\u6539\u6587\u6863":45,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[38,42],"\u503c\u5f97\u6df1\u5165\u5206\u6790":46,"\u503c\u7c7b\u578b":51,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":29,"\u5047\u8bbe":43,"\u5047\u8bbe\u53d8\u91cf":30,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":32,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":43,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":58,"\u504f\u7f6e\u53c2\u6570":60,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":43,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":28,"\u505a\u63a5\u53e3":25,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":49,"\u505c\u7535":38,"\u50cf":32,"\u513f\u7ae5\u7247":63,"\u5143\u7d20":37,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":37,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":26,"\u5148\u8c03\u7528initializer\u51fd\u6570":62,"\u5168\u5bb6":38,"\u5168\u8fde\u63a5\u5c42":[30,58,59,64],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":43,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":64,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":60,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":43,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":43,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":43,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":43,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":65,"\u516c\u5f0f":32,"\u516c\u94a5\u5199\u5165":47,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":65,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":65,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":54,"\u5171\u670932":58,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":59,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":38,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":42,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":54,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":35,"\u5173\u4e8eunbound":40,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":59,"\u5173\u952e\u8bcd\u5305\u62ec":42,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":59,"\u5176\u4e2d":[3,25,28,29,30,35,41,43,58,59,60],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":60,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":59,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":59,"\u5176\u4e2d\u5305\u542b6":63,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":59,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":66,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":65,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":67,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":62,"\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":37,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":67,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":67,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":67,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":60,"\u5176\u4e2dbeam":67,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":49,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":49,"\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":35,"\u5176\u4ed6":63,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":32,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":67,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":29,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":29,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":26,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":62,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":51,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":28,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":41,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":43,"\u5176\u4f59\u884c\u662f":58,"\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":64,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":52,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":62,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":62,"\u5176\u5b83layer\u7684\u8f93\u51fa":40,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":29,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":52,"\u5176\u6b21":[3,38,62],"\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":65,"\u5176\u8bf4\u660e\u5982\u4e0b":38,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":67,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":41,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[26,29],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":26,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,43],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":40,"\u5177\u4f53\u5982\u4e0b":32,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":46,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":29,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":62,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":29,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":60,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,26,42],"\u5177\u4f53\u8bf7\u89c1":42,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":38,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":66,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":41,"\u5185\u5b58":46,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":49,"\u5185\u5bb9":62,"\u5185\u5bb9\u5982\u4e0b":53,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":38,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":54,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":32,"\u5185\u90e8":54,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":25,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":64,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":25,"\u518d\u57fa\u4e8e":28,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":38,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":38,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":38,"\u518d\u6307\u5b9a":31,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":46,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":43,"\u518d\u901a\u8fc7\u51fd\u6570":54,"\u5192\u9669\u7247":63,"\u5197\u4f59\u7b49\u529f\u80fd":52,"\u5199\u4ee3\u7801":25,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":67,"\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":43,"\u519c\u6c11":63,"\u51c6\u5907":38,"\u51c6\u5907\u597d\u6570\u636e":64,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":41,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":29,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":29,"\u51cf\u5c0fbatch":29,"\u51fa\u53bb\u73a9":38,"\u51fa\u5dee":38,"\u51fa\u6765":38,"\u51fa\u73b0":29,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":29,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":29,"\u51fd\u6570":[3,30,41,43,46,65,66],"\u51fd\u6570\u4e2d":41,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":47,"\u51fd\u6570\u5047\u8bbe":41,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":46,"\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":40,"\u51fd\u6570\u540d\u4e3a":26,"\u51fd\u6570\u547d\u540d":25,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":41,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":43,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":43,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":40,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":43,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":46,"\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":43,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":43,"\u5206\u4e3a\u597d\u8bc4":62,"\u5206\u522b\u4e3a":58,"\u5206\u522b\u4e3atrain":67,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":40,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":38,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":67,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":40,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":30,"\u5206\u522b\u662f":37,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":41,"\u5206\u522b\u662fsentences\u548clabel":38,"\u5206\u522b\u662fwords\u548clabel":38,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":43,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":38,"\u5206\u5272":[63,65],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":64,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":52,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[28,42],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":28,"\u5206\u652f\u4e0a":42,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":42,"\u5206\u652f\u4e2d":28,"\u5206\u652f\u4e3a\u5f00\u53d1":28,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":28,"\u5206\u652f\u4e3a\u7a33\u5b9a":28,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":28,"\u5206\u652f\u5408\u5165":28,"\u5206\u652f\u5408\u5165master\u5206\u652f":28,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":28,"\u5206\u652f\u540d":42,"\u5206\u652f\u540d\u4e3a":28,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":28,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":28,"\u5206\u652f\u89c4\u8303":42,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":46,"\u5206\u7247":18,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":66,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":60,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":58,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":58,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":58,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":49,"\u5206\u9694":[58,64],"\u5206\u9694\u7b26\u4e3a":63,"\u5207\u6362\u5230":42,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":42,"\u5217\u8868":64,"\u5217\u8868\u5982\u4e0b":[3,35],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":43,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":65,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":49,"\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":49,"\u5219\u5148\u505a\u5d4c\u5165":64,"\u5219\u53ef\u4ee5\u50cf":47,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":62,"\u5219\u5ffd\u7565":18,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":49,"\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":46,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":49,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":29,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5219\u9700\u8981\u914d\u7f6e":52,"\u521b\u5efa\u4e00\u4e2akubernet":54,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":32,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":42,"\u521b\u5efa\u6210\u529f\u540e":54,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":67,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":43,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":43,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":49,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":58,"\u521d\u59cb\u5316\u7236\u7c7b":43,"\u521d\u59cb\u5316biases_":43,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":40,"\u5220\u9664":42,"\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":29,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":62,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":29,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":64,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":66,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":40,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":62,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":52,"\u5229\u843d":38,"\u522b\u4eba\u5e2e\u4e86\u5fd9":42,"\u5230":[18,29,41],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":47,"\u5230\u672c\u5730":42,"\u5230\u6b64":32,"\u5230\u76ee\u524d\u4e3a\u6b62":65,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":54,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":32,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":32,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":54,"\u5237\u7259":38,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":54,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":67,"\u524d\u53f0":38,"\u524d\u5411\u4f20\u64ad":43,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":43,"\u524d\u5411\u548c\u540e\u5411":43,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":42,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":23,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":28,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":43,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":62,"\u52a0\u5165":46,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":41,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":41,"\u52a0\u8f7d\u6570\u636e":65,"\u52a0\u8f7d\u6a21\u578b":65,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":67,"\u52a0\u8f7dtest":49,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":29,"\u52a8\u4f5c\u7247":63,"\u52a8\u6001\u5e93":25,"\u52a8\u753b\u7247":63,"\u52a8\u8bcd":65,"\u52a9\u624b":43,"\u5305\u542b12":66,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":58,"\u5305\u542b3\u4e2a\u5c5e\u6027":58,"\u5305\u542b50":66,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":26,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":32,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":29,"\u5305\u62ec":[19,49,62,65,67],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":63,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":29,"\u5305\u62ec\u6570\u636e\u8f93\u5165":30,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u5305\u62ec\u751f\u6210cpu":31,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":35,"\u5305\u62ec\u7b80\u5355\u7684":62,"\u5305\u62ecbool":51,"\u5305\u62ecdocker\u955c\u50cf":33,"\u5305\u62eclinux":32,"\u5305\u662f\u6700\u65b0\u7684":29,"\u5305\u6bd4\u8f83\u8001":29,"\u5305\u7684\u65b9\u6cd5\u662f":29,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":38,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":38,"\u533b\u751f":63,"\u533b\u7597\u4fdd\u5065":63,"\u5341\u4e00":38,"\u5347\u5e8f\u6392\u5217":67,"\u534e\u6da6\u4e07\u5bb6":38,"\u534f\u540c\u5b8c\u6210releas":28,"\u5355\u4e2a\u503c":19,"\u5355\u4f4d\u662fmb":49,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":29,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":48,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":38,"\u5355\u53cc\u5c42rnn":39,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":30,"\u5355\u5c42":40,"\u5355\u5c42\u4e0d\u7b49\u957frnn":38,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":38,"\u5355\u5c42\u5e8f\u5217":37,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":37,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":37,"\u5355\u5c42\u6216\u53cc\u5c42":37,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":38,"\u5355\u5c42rnn":[38,40],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":38,"\u5355\u673acpu\u8bad\u7ec3":29,"\u5355\u673agpu\u8bad\u7ec3":29,"\u5355\u6b65\u51fd\u6570":41,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":41,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":41,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":41,"\u5355\u70b9\u6545\u969c":18,"\u5355\u8fdb\u5355\u51fa":40,"\u5360\u4f4d\u7b26":58,"\u536b\u751f":38,"\u5373":[26,29,30,44,54,62,66],"\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":38,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":38,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":38,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":38,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":38,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":38,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":38,"\u5373\u4f7f\u7528":26,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":49,"\u5373\u4f7fc":26,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":26,"\u5373\u4fbf\u8bbe\u7f6e":29,"\u5373\u4fbfpaddl":26,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":40,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":41,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":66,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":38,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":40,"\u5373\u53ef":[30,42],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":29,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":44,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":38,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":29,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,35],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":26,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":62,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":38,"\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":38,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":30,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":40,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":38,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":37,"\u5373\u6574\u6570\u6570\u7ec4":38,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":38,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":38,"\u5373\u66b4\u9732":26,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":66,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":66,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":38,"\u5373\u7f51\u5361\u540d":54,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":29,"\u5373\u8bbe\u7f6e":29,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":25,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":29,"\u5373input":40,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":38,"\u5377\u79ef\u5c42":59,"\u5377\u79ef\u5c42\u6743\u91cd":60,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":59,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":59,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":59,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":59,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":62,"\u5378\u8f7dpaddlepaddle\u5305":29,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":38,"\u539f\u56e0":42,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":29,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":34,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":42,"\u53bb\u8fc7":38,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,25,43,48,54,58,60,66],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":29,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":65,"\u53c2\u6570\u5373\u53ef":66,"\u53c2\u6570\u540d":60,"\u53c2\u6570\u6570\u91cf":62,"\u53c2\u6570\u670d\u52a1\u5668":48,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":49,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":49,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":49,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":49,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":49,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":29,"\u53c2\u6570\u6982\u8ff0":50,"\u53c2\u6570\u7684\u89e3\u6790":54,"\u53c2\u6570\u7ef4\u5ea6":58,"\u53c2\u6570\u884c":58,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":38,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":41,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":42,"\u53c2\u8003":[23,25,52],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":46,"\u53c2\u8003\u6587\u732e":67,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":38,"\u53c2\u8003\u955c\u50cf\u7684":54,"\u53c8":38,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":37,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":29,"\u53ca":43,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":41,"\u53cc\u5411\u9a8c\u8bc1":23,"\u53cc\u5c42":40,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":38,"\u53cc\u5c42\u5e8f\u5217":37,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":37,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":38,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":37,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":40,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":37,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":37,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":38,"\u53cc\u5c42rnn":40,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":38,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":38,"\u53cc\u8fdb\u5355\u51fa":40,"\u53cc\u8fdb\u53cc\u51fa":40,"\u53cd\u4e4b\u5219":65,"\u53cd\u5411\u4f20\u64ad":43,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":43,"\u53d1\u5e03":32,"\u53d1\u5e03\u5230dockerhub":28,"\u53d1\u5e03\u5230github":28,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":29,"\u53d1\u884c\u548c\u7ef4\u62a4":42,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":49,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":31,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":31,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":31,"\u53d8\u6362\u77e9\u9635":43,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":38,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":63,"\u53e5\u5b50":66,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":65,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":62,"\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":66,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":32,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":46,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":32,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":29,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":32,"\u53e6\u4e00\u65b9\u9762":66,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":51,"\u53e6\u5916":38,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":60,"\u53ea\u4f5c\u4e3aread":40,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":49,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":63,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":31,"\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":60,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":38,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":62,"\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":32,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":26,"\u53ea\u6709":38,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":58,"\u53ea\u6709\u542b\u6709\u4eba":63,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":49,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":40,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":51,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":25,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":38,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":29,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":32,"\u53ea\u8bfbmemory\u8f93\u5165":40,"\u53ea\u9488\u5bf9\u5185\u5b58":29,"\u53ea\u9700\u4e2d\u65ad":47,"\u53ea\u9700\u4f7f\u7528":47,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":66,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":67,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":47,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":41,"\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":67,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":64,"\u53ea\u9700\u8981\u8fd0\u884c":64,"\u53ef\u4ee5":[38,42,47],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":32,"\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":29,"\u53ef\u4ee5\u4f7f\u7528":29,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":34,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":29,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":49,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":54,"\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":29,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":53,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":59,"\u53ef\u4ee5\u53c2\u8003":[38,41,42,52,54,67],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":58,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":35,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":46,"\u53ef\u4ee5\u5728":32,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":25,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":54,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":65,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":65,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":42,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":52,"\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":52,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":40,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":46,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":32,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":44,"\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":38,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":66,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[37,40],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":40,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":43,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":40,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":40,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":49,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u67e5\u770b":54,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":53,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":51,"\u53ef\u4ee5\u7528":23,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":59,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":52,"\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":42,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":46,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":37,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":46,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":28,"\u53ef\u4ee5\u7f16\u5199":32,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":29,"\u53ef\u4ee5\u8bbe\u7f6e":59,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":35,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":64,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":59,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":51,"\u53ef\u4ee5\u901a\u8fc7":[42,52],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":41,"\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":62,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":51,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":62,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":54,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":29,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":29,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":46,"\u53ef\u9009":[3,43],"\u53f3\u8fb9\u662f":60,"\u5403":38,"\u5403\u996d":38,"\u5404\u65b9\u9762":38,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":59,"\u5408":38,"\u5408\u5e76":67,"\u5408\u5e76\u6bcf\u4e2a":67,"\u5408\u7406":38,"\u540c\u65f6":[29,46],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":31,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":29,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":42,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":40,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":62,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":60,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":62,"\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":46,"\u540c\u65f6\u518d\u5c06":28,"\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":29,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":29,"\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":28,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":33,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":51,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":29,"\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":35,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":49,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":40,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":49,"\u540d\u5b57\u4fee\u9970":25,"\u540d\u79f0":62,"\u540e":[29,31,42,54,66],"\u540e\u5411\u4f20\u64ad":43,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":43,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":66,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411\u91cfenable_parallel_vector":48,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":28,"\u5426":31,"\u5426\u5219":[2,47,64],"\u5426\u5219\u4f1a\u628a":42,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":67,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":49,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":49,"\u5426\u5219\u4f7f\u7528gpu":51,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":41,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":25,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":47,"\u5426\u5b9a":65,"\u542b\u4e49":[60,66],"\u542b\u6709":63,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":43,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":43,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":43,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":54,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":49,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":49,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":49,"\u5440":38,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":64,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":64,"\u5468\u56f4":38,"\u547d\u4ee4":47,"\u547d\u4ee4\u4e3a":[29,53],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":53,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":31,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":62,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":62,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":31,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":47,"\u547d\u540d\u4e3a":42,"\u547d\u540d\u7a7a\u95f4":52,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":52,"\u548c":[19,25,26,28,29,30,31,38,41,42,43,44,46,47,51,52,58,59,62,64,67],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":38,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,35],"\u548c\u4e2d\u6587\u6587\u6863":44,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":29,"\u548c\u504f\u7f6e\u5411\u91cf":43,"\u548c\u533a\u57df\u6807\u8bb0":65,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":37,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":52,"\u548c\u5dee\u8bc4":62,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":37,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":41,"\u548c\u68af\u5ea6\u622a\u65ad":62,"\u548c\u6a21\u578b\u8def\u5f84":66,"\u548c\u771f\u5b9e":30,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":38,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u548c\u7b2c6\u884c\u7684":67,"\u548c\u90e8\u5206layer":40,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":67,"\u548cargument":65,"\u548ccudnn":34,"\u548cpool":37,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":60,"\u54c1\u8d28":38,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u54ea\u4e9b\u4e0d\u662f":38,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":41,"\u5546\u52a1":38,"\u554a":38,"\u559c\u5267\u7247":63,"\u5668":62,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,35],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":30,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":43,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":65,"\u56e0\u4e3a\u53c2\u6570":51,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":41,"\u56e0\u4e3a\u5b83\u6bd4":41,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":54,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":52,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":59,"\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":32,"\u56e0\u4e3apaddlepaddle\u7684v2":44,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":29,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":25,"\u56e0\u6b64":[2,3,38,40,43],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":38,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":58,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":63,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":59,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":38,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":43,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":48,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":60,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":29,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":66,"\u56fe":[60,66],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":66,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":66,"\u56fe\u50cf\u5206\u7c7b":[28,61],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":60,"\u56fe\u50cf\u63cf\u8ff0":67,"\u56fe\u7247\u5206\u4e3a10\u7c7b":59,"\u56fe\u7684\u5e95\u90e8\u662fword":66,"\u56fe\u8868":[32,66],"\u5728":[3,26,28,34,37,38,41,42,47,60,62,63,65],"\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":53,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":43,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":65,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":49,"\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":38,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":53,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":62,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":59,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":52,"\u5728\u4e4b\u540e\u7684":29,"\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":67,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":66,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":35,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":43,"\u5728\u51c6\u5907\u53d1\u8d77":42,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u51fd\u6570":54,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":49,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":49,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":38,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":49,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":49,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":38,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":29,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":38,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":52,"\u5728\u542f\u52a8job\u4e4b\u524d":54,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":42,"\u5728\u56fd\u5185":32,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":49,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":35,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":35,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":26,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":54,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":54,"\u5728\u5c42\u4e2d\u6307\u5b9a":51,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":40,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[19,59],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":26,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":43,"\u5728\u5f97\u5230":54,"\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":41,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":66,"\u5728\u63d0\u4ea4":42,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":35,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":62,"\u5728\u6587\u4ef6":64,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":66,"\u5728\u672c\u4f8b\u4e2d":[38,42,51],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[41,59],"\u5728\u672c\u6587\u4e2d":47,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":47,"\u5728\u672c\u6587\u6863\u4e2d":23,"\u5728\u672c\u6f14\u793a\u4e2d":66,"\u5728\u672c\u793a\u4f8b\u4e2d":[38,66],"\u5728\u672c\u8282\u4e2d":41,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":49,"\u5728\u6837\u4f8b\u4e2d":26,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":47,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":62,"\u5728\u6b64":[0,48,51],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":62,"\u5728\u6b64\u611f\u8c22":58,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":41,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":38,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":41,"\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":54,"\u5728\u6bcf\u8bad\u7ec3":64,"\u5728\u6d4b\u8bd5\u9636\u6bb5":49,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":60,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":42,"\u5728\u6f14\u793a\u4e2d":65,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":52,"\u5728\u751f\u6210\u65f6":41,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":67,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":67,"\u5728\u7528\u6237\u4f7f\u7528c":26,"\u5728\u7528\u6237\u6587\u4ef6user":64,"\u5728\u7535\u5f71\u6587\u4ef6movi":64,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":67,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":67,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":67,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":67,"\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":59,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u7ec4\u5408\u65f6":35,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":44,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":43,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":67,"\u5728\u811a\u672c":64,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":37,"\u5728\u8bad\u7ec3\u4e2d":41,"\u5728\u8bad\u7ec3\u4e4b\u524d":54,"\u5728\u8bad\u7ec3\u4e86":64,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":64,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":59,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":58,"\u5728\u8bad\u7ec3\u65f6":53,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[54,67],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":49,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":28,"\u5728\u8be5\u914d\u7f6e\u76847":38,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":67,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":62,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":46,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":40,"\u5728\u8fd0\u884c":66,"\u5728\u8fd9\u4e2a":28,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":67,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[30,66],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[43,53],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":38,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":46,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":41,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":65,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":28,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":26,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":26,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":64,"\u5728\u8fd9\u4e9blayer\u4e2d":38,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":66,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[41,43],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":40,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":53,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":54,"\u5728\u8fd9\u91cc":40,"\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":43,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":35,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":60,"\u5728\u91c7\u7528sgd":29,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":51,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":66,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":66,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":52,"\u5728c":25,"\u5728c\u7684\u5934\u6587\u4ef6":25,"\u5728cub":59,"\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":52,"\u5728linux\u4e0b":67,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":64,"\u5728movielen":64,"\u5728paddl":54,"\u5728paddle\u4e2d":51,"\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":[35,40],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":38,"\u5728paddlepaddle\u91cc":30,"\u5728paramet":18,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":40,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":40,"\u5728trainer":51,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":38,"\u5730\u7406\u4f4d\u7f6e":38,"\u5730\u94c1\u7ad9":38,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":26,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":60,"\u5747\u5300\u5206\u5e03":29,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":49,"\u5747\u662f\u5728":26,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":38,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":38,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":40,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":64,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":23,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,62],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":36,"\u57fa\u672c\u76f8\u540c":58,"\u586b\u5199":42,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":53,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":51,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":43,"\u58f0\u660epython\u6570\u636e\u6e90":64,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":46,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":62,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":40,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":64,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":59,"\u5907\u6ce8":46,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":46,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":38,"\u5916\u5c42outer_step\u4e2d":38,"\u591a\u4e2a\u503c":19,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":62,"\u591a\u4e2aparamet":18,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":40,"\u591a\u673a\u8bad\u7ec3":29,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":40,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":66,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":43,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":43,"\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":65,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":43,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":25,"\u5927\u5b66\u751f":63,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":32,"\u5927\u5c0f":47,"\u5929":38,"\u5929\u4e00\u5e7f\u573a":38,"\u5929\u4e00\u9601":38,"\u5929\u732b":66,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":43,"\u5934\u6587\u4ef6\u5982\u4e0b":43,"\u5947\u5e7b\u7247":63,"\u597d":38,"\u597d\u5403":38,"\u597d\u8bc4":62,"\u5982":[3,41,42,47,51],"\u59822":47,"\u5982\u4e0b":[3,64,66],"\u5982\u4e0b\u56fe\u6240\u793a":[38,46,59],"\u5982\u4e0b\u6240\u793a":[51,60,64],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":62,"\u5982\u4f55":64,"\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":45,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":45,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u5982\u4fe1\u606f\u63d0\u53d6":65,"\u5982\u56fe2\u6240\u793a":66,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":66,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":67,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":43,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":60,"\u5982\u679c\u4e0d\u4e3a0":49,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":62,"\u5982\u679c\u4e0d\u6536\u655b":29,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":64,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":49,"\u5982\u679c\u4e3afals":49,"\u5982\u679c\u4e3atrue":[3,49],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":31,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":42,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":49,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":66,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":41,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":66,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":51,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":49,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":67,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":66,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":41,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":59,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":43,"\u5982\u679c\u4f7f\u7528":[47,58],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":34,"\u5982\u679c\u4f7f\u7528nvidia":32,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":52,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":25,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":29,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":29,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":58,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":49,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":49,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":49,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":29,"\u5982\u679c\u5931\u8d25":28,"\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":65,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":29,"\u5982\u679c\u5df2\u5b89\u88c5":65,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":54,"\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":31,"\u5982\u679c\u60a8":32,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":32,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":64,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":46,"\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":46,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":46,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":38,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":46,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":46,"\u5982\u679c\u6267\u884c\u5931\u8d25":52,"\u5982\u679c\u6267\u884c\u6210\u529f":60,"\u5982\u679c\u63d0\u793a\u6b63\u786e":44,"\u5982\u679c\u63d0\u793a\u9519\u8bef":44,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":66,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":52,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u662f\u5e8f\u5217":64,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":40,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":40,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":42,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":28,"\u5982\u679c\u672a\u8bbe\u7f6e":49,"\u5982\u679c\u672a\u8bbe\u7f6egpu":51,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":26,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":46,"\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":49,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":40,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":67,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":42,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":49,"\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":58,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":29,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":25,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":46,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":47,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":29,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":43,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":41,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":66,"\u5982\u679c\u8981\u4f7f\u7528gpu":32,"\u5982\u679c\u8981\u542f\u7528gpu":47,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":42,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":42,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":29,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":64,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":29,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":49,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":42,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":25,"\u5982\u679c\u8f93\u51fa\u662fno":32,"\u5982\u679c\u8fd0\u884c":29,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[60,66],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":47,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":32,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":43,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":43,"\u5982\u679clearning_rate\u592a\u5927":29,"\u5982\u679clearning_rate\u592a\u5c0f":29,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":29,"\u5982\u679cparamet":18,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":42,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":29,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":42,"\u5982\u9ad8\u4eae\u90e8\u5206":46,"\u5b50":38,"\u5b50\u53e5":40,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":40,"\u5b57\u5178":67,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":67,"\u5b57\u5178\u5171\u5305\u542b":58,"\u5b57\u5178\u6587\u4ef6":[65,66],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":58,"\u5b57\u5178imdb":66,"\u5b57\u6bb5\u4e2d":54,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":54,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":54,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b58\u50a8\u5377":52,"\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":66,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":67,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":64,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":66,"\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u5b66\u4e60\u7b97\u6cd5":30,"\u5b66\u672f":63,"\u5b81\u6ce2":38,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":66,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":30,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":41,"\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":47,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":41,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":60,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":43,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":43,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":34,"\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":67,"\u5b83\u53eb\u505a":41,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":66,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":47,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":42,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":46,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":67,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":43,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":67,"\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":47,"\u5b83\u5b9a\u4e49\u4e86":41,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":30,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":41,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":47,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":67,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":60,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":67,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":43,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":38,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":38,"\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":47,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":67,"\u5b83\u7684":41,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":66,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":37,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":66,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":43,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":66,"\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":66,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":30,"\u5b83\u8fd4\u56degen":67,"\u5b83\u8fd4\u56detrain":67,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":66,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":43,"\u5b89\u6392":38,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":36,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":34,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":26,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":44,"\u5b89\u88c5\u5b8c\u6210\u540e":34,"\u5b89\u88c5\u6587\u6863":35,"\u5b89\u88c5\u6d41\u7a0b":62,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":62,"\u5b89\u88c5pillow":59,"\u5b89\u9759":38,"\u5b8c\u6210":42,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":23,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":40,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":54,"\u5b8c\u6210\u5f00\u53d1":32,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":37,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":35,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":29,"\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":43,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":41,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":41,"\u5b98\u65b9\u6587\u6863":31,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":40,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":40,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":65,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":59,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":30,"\u5b9a\u4e49\u5728\u5916\u5c42":40,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":49,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":30,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":41,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":41,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":66,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":30,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":41,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":41,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":35,"\u5b9e\u4f8b\u5982\u4e0b":65,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":38,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":43,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":41,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":43,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":43,"\u5b9e\u73b0\u7b80\u5355":25,"\u5b9e\u73b0\u7ec6\u8282":43,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":43,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":43,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":40,"\u5b9e\u73b0\u8be5\u5c42\u7684c":43,"\u5b9e\u9645\u4e0a\u53ea\u6709":60,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":63,"\u5ba2\u6237":38,"\u5ba2\u6237\u670d\u52a1":63,"\u5bb6":38,"\u5bb9\u5668":52,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":52,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":54,"\u5bbf\u4e3b\u673a\u76ee\u5f55":52,"\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":46,"\u5bf9":38,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,35],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,35],"\u5bf9\u4e8e":41,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":25,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":38,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":38,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":38,"\u5bf9\u4e8e\u53cc\u5c42rnn":38,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":25,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":38,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":25,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":25,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":43,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":67,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":38,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":38,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":64,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":26,"\u5bf9\u4e8e\u6bcf\u79cdc":26,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":62,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":41,"\u5bf9\u4e8eamazon":62,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":46,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":43,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":59,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":42,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":40,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":40,"\u5bf9\u5e94\u4e8e\u5b57\u5178":58,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":67,"\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":62,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":66,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":67,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":43,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":43,"\u5bf9\u6bd4":25,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":43,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":42,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":42,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":62,"\u5bf9\u8c61":29,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":64,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":26,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":40,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":28,"\u5bf9\u9762":38,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,35],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":26,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":29,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":29,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":29,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":29,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":29,"\u5c01\u88c5\u4e86":46,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":43,"\u5c06":[3,28,29,46,62],"\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":41,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":64,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":49,"\u5c06\u5176\u8bbe\u7f6e\u6210":29,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":38,"\u5c06\u542b\u6709\u5b50\u53e5":40,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":40,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":59,"\u5c06\u5728":59,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":47,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":52,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":38,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":49,"\u5c06\u5927\u91cf\u7684":25,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":29,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":41,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":58,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":59,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":28,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":43,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":64,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":42,"\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":54,"\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":67,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":54,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":54,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":58,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":54,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":62,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":47,"\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":38,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":42,"\u5c06\u900f\u660e":47,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":54,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":28,"\u5c11\u4e8e5":47,"\u5c1a\u53ef":38,"\u5c31":38,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":32,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":52,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":29,"\u5c31\u662f":38,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":30,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":46,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":62,"\u5c31\u8fd9\u4e48\u7b80\u5355":32,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":46,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":25,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":32,"\u5c3a\u5bf8":60,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":59,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":65,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":43,"\u5c42\u6743\u91cd":60,"\u5c42\u6b21\u5316\u7684rnn":40,"\u5c42\u7279\u5f81":60,"\u5c42\u7684\u540d\u79f0\u4e0e":41,"\u5c42\u7684\u5927\u5c0f":43,"\u5c42\u7684\u7279\u5f81":60,"\u5c42\u7684\u7c7b\u578b":43,"\u5c42\u7684\u8f93\u5165":65,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":65,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":41,"\u5c42\u7ec4\u6210\u4e00\u5bf9":65,"\u5c45\u7136":38,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":67,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":62,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":64,"\u5c5e\u6027":65,"\u5d4c\u5165\u5c42":64,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":64,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":64,"\u5de5\u4f5c\u6a21\u5f0f":49,"\u5de5\u4f5c\u7a7a\u95f4":47,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":47,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":47,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":47,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":47,"\u5de5\u5177":66,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":66,"\u5de5\u5177\u6765\u7ba1\u7406":42,"\u5de5\u7a0b\u5e08":63,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":60,"\u5de6\u8fb9\u662f":60,"\u5dee\u8bc4":62,"\u5df2\u6253\u5f00":42,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":49,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":47,"\u5e02\u573a":63,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":46,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":64,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":40,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":40,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":37,"\u5e38\u5e38\u51fa\u73b0":29,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":62,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":52,"\u5e72\u51c0":38,"\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":58,"\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":59,"\u5e74\u9f84":63,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":63,"\u5e74\u9f84\u548c\u804c\u4e1a":64,"\u5e76\u4e0d\u4fdd\u8bc1":43,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":38,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":54,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":38,"\u5e76\u4e14":[3,41],"\u5e76\u4e14\u4f7f\u7528":26,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":38,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":67,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":51,"\u5e76\u4e14\u5305\u62ecunit":42,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":60,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":29,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":30,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":54,"\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":25,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":62,"\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":60,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":64,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":67,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":35,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":23,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":23,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":29,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":66,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":42,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":25,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":42,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":67,"\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":47,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":43,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":29,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":65,"\u5e76\u4f7f\u7528\u4e86dropout":62,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":59,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":42,"\u5e76\u521b\u5efaoptim":35,"\u5e76\u5220\u9664":28,"\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":43,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":41,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":32,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":43,"\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":43,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":41,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":67,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":67,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":30,"\u5e76\u5c06c":26,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":67,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":66,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6307\u5b9abatch":67,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":66,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":25,"\u5e76\u7531":65,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":59,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":58,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":65,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u89c2\u5bdf\u7ed3\u679c":46,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":42,"\u5e76\u8bbe\u7f6e":[34,47],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":28,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":62,"\u5e8a\u4e0a\u7528\u54c1":38,"\u5e8a\u57ab":38,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":37,"\u5e8f\u5217\u5230\u5e8f\u5217":67,"\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":40,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":37,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":40,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":40,"\u5e8f\u5217\u7684\u5f00\u59cb":67,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":37,"\u5e8f\u5217\u7684\u7ed3\u5c3e":67,"\u5e8f\u5217\u7684\u7ed3\u675f":67,"\u5e93":47,"\u5e93\u7684\u8def\u5f84":47,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":41,"\u5e94\u7528\u6a21\u578b":62,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":42,"\u5e94\u8be5":38,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":41,"\u5e94\u8be5\u8bf4\u8c22\u8c22":42,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":29,"\u5e95\u5c42\u8fdb\u7a0b":47,"\u5efa\u7acb\u4e00\u4e2a":42,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[28,42],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":47,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":49,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":26,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":42,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":32,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":28,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":44,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":28,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":28,"\u5f00\u53d1\u955c\u50cf":[32,42],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":32,"\u5f00\u59cb":30,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f00\u59cb\u6807\u8bb0":41,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":62,"\u5f00\u59cb\u9636\u6bb5":46,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":48,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":66,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":41,"\u5f15\u7528":47,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":40,"\u5f3a\u70c8\u63a8\u8350":38,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":64,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":41,"\u5f53":51,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":66,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":43,"\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":67,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":67,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":41,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":43,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":38,"\u5f53\u524d\u8bc4\u4f30\u4e2d":67,"\u5f53\u524dbatch\u7684cost":67,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":62,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":62,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":28,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":49,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":49,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":52,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":54,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":49,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":62,"\u5f53\u6a21\u5f0f\u4e3a":49,"\u5f53\u7136":46,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":26,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":43,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":41,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":49,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":51,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":67,"\u5f53classif":67,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":23,"\u5f62\u6210recurr":40,"\u5f62\u6210recurrent\u8fde\u63a5":40,"\u5f62\u72b6":60,"\u5f88":[38,62],"\u5f88\u591a":38,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":32,"\u5f88\u5b89\u9759":38,"\u5f88\u5e72\u51c0":38,"\u5f88\u65b9\u4fbf":38,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":46,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":59,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":63,"\u5f97":38,"\u5f97\u4f7f\u7528":25,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":62,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":64,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":40,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":41,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":41,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":41,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":41,"\u5faa\u73af\u7f51\u7edc\u4ece":41,"\u5fc5\u8981":26,"\u5fc5\u987b":43,"\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":38,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":40,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":40,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":37,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":41,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":66,"\u5feb":[38,66],"\u5feb\u901f\u5165\u95e8":61,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":52,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":52,"\u6027\u4ef7\u6bd4":38,"\u6027\u522b":[63,64],"\u6027\u80fd\u5206\u6790":46,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":46,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":46,"\u6027\u80fd\u8c03\u4f18":48,"\u603b\u4f53\u6765\u8bf4":38,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":58,"\u603b\u8bc4\u520610\u5206":66,"\u6050\u6016\u7247":63,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":46,"\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":46,"\u60a8\u53ef\u4ee5\u5bfc\u5165":46,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":46,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":41,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":46,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":46,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":46,"\u60a8\u9700\u8981\u66f4\u6539":32,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":46,"\u60ac\u7591\u7247":63,"\u60c5\u6001\u52a8\u8bcd":65,"\u60c5\u611f\u5206\u6790":[28,61],"\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":66,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":66,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":66,"\u60ca\u9669\u7535\u5f71":63,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":66,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":41,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":49,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":49,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":49,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":49,"\u611f\u89c9":38,"\u620f\u5267":63,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":54,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":43,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":46,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":26,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":35,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":64,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":43,"\u6211\u4eec\u4ec5\u7528":64,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":53,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":54,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":62,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":67,"\u6211\u4eec\u4f1a\u5728":32,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":43,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":43,"\u6211\u4eec\u4f7f\u7528":[43,47,66],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":35,"\u6211\u4eec\u4f7f\u7528\u4e86":38,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":67,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":66,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":67,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":65,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":67,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":60,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":51,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":30,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":30,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":59,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":35,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":66,"\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":66,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":53,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":38,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":62,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":42,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":59,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":35,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":41,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":35,"\u6211\u4eec\u53ef\u4ee5\u5728":42,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":35,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":35,"\u6211\u4eec\u53ef\u4ee5\u5c06":47,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":37,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":64,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":30,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":66,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":40,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":67,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":67,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":67,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":59,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":54,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":67,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":41,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":67,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":67,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":62,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":41,"\u6211\u4eec\u5c06":[54,64],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":38,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":53,"\u6211\u4eec\u5c06\u4ee5":[47,62],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":62,"\u6211\u4eec\u5c06\u4f7f\u7528":41,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":41,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":59,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":38,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":62,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":48,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":62,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":47,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":64,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":47,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":59,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":62,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":62,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":42,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":30,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":41,"\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":30,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":59,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":43,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":43,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":62,"\u6211\u4eec\u611f\u8c22":67,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":32,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":32,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":31,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":33,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":66,"\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":66,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":44,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":60,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":32,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":66,"\u6211\u4eec\u63d0\u4f9b\u4e86c":60,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":32,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":23,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":38,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":41,"\u6211\u4eec\u7528":63,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":64,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":64,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":30,"\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":58,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":42,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":65,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":38,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":38,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":66,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":42,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":37,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":23,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":53,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":41,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":38,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":47,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":38,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":54,"\u6211\u4eec\u9075\u5faa":67,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":65,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":62,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":32,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":59,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":67,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":53,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":47,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":43,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":64,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":66,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":64,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":58,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":64,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":35,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":66,"\u6211\u5220\u9664\u4e86":42,"\u6216":[3,46,59,65],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u6216\u4e00\u4e2a\u5411\u91cf":40,"\u6216\u4e0d\u786e\u5b9a":63,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":64,"\u6216\u6700\u5927\u503c":37,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":37,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":37,"\u6216\u8005":[25,26,29,32,34,37,38,46],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":40,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[37,40],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":46,"\u6216\u8005\u53cd\u5411\u5730\u4ece":41,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":49,"\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":48,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":38,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":37,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":66,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":46,"\u6216\u8005\u66f4\u65e9":29,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":38,"\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":60,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":29,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":29,"\u6216\u8005\u8fd0\u884c":29,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":51,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":32,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":49,"\u6216gpu\u4e2a\u6570":66,"\u6218\u4e89\u7247":63,"\u623f":38,"\u623f\u95f4":38,"\u6240\u4ee5":[3,29],"\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":66,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":29,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":30,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":53,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":38,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":32,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":52,"\u6240\u4ee5\u5bf9":38,"\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":30,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":46,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":53,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":54,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":44,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":38,"\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":30,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":23,"\u6240\u4ee5\u8bad\u7ec3":47,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":43,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":38,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":26,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":42,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":49,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":66,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":47,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":47,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":66,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":32,"\u6240\u6709\u7684":[42,43],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":63,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":43,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":26,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":38,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":63,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":63,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":63,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":43,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":43,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":26,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":43,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":47,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":41,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":62,"\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":60,"\u6240\u793a":65,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u624b\u5de5\u827a\u8005":63,"\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":38,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":32,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":46,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":64,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":31,"\u6253\u5f00":46,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":44,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":26,"\u6267\u884c":[34,65,66],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":66,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":41,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":46,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":60,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":52,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":64,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":65,"\u6279\u6b21\u7684\u6570\u636e":64,"\u627e\u5230":41,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":46,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":46,"\u6280\u672f\u5458":63,"\u628a":[19,43],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":66,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":32,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":53,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":66,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":41,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":41,"\u62a5\u9519":34,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":58,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":58,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":67,"\u62c6\u89e3":40,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":38,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":54,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":62,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":32,"\u6307\u5411\u4e00\u4e2alayer":40,"\u6307\u5b9a":[29,40,41],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":49,"\u6307\u5b9a\u4f7f\u75282":29,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":62,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":49,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":60,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":60,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":60,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":60,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":62,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":67,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":62,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":40,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":62,"\u6307\u5b9abatch":67,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":49,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":38,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":49,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":49,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":49,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":49,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":49,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":49,"\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":49,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":65,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":65,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":49,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":54,"\u6309\u94ae":42,"\u633a":38,"\u633a\u597d":38,"\u6355\u83b7":62,"\u6362":38,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":37,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":35,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":35,"\u63a5\u4e0b\u6765":[62,66],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":46,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":46,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":42,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":42,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":62,"\u63a5\u4e0b\u6765\u7b49\u5f85":42,"\u63a5\u53d7":65,"\u63a5\u53d7\u7684\u4e1c\u897f":65,"\u63a5\u53d7\u8005":65,"\u63a5\u53e3":[25,26],"\u63a5\u53e3\u540d\u79f0":47,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":26,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":60,"\u63a5\u53e3\u662f":19,"\u63a5\u53e3\u6709\u4e00\u4e2a":29,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":62,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":60,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":60,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":23,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":32,"\u63a7\u5236":49,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":30,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":32,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":32,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":32,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":43,"\u63a8\u8350":38,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":31,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":47,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":42,"\u63a8\u9500\u5458":63,"\u63cf\u8ff0":31,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":62,"\u63cf\u8ff0\u95ee\u9898":42,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":52,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":44,"\u63d0\u4ea4pull":42,"\u63d0\u4f9b":47,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":23,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":54,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":47,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":47,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":47,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":23,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":37,"\u63d0\u4f9b\u6700\u65b0":32,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":23,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":47,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":58,"\u63d0\u793a":29,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":35,"\u64cd\u4f5c":38,"\u64cd\u6301\u5bb6\u52a1\u8005":63,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":34,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[39,40],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":23,"\u652f\u6301nvidia":34,"\u652f\u6301rbd":52,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":54,"\u653e\u5fc3":38,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":38,"\u6548\u679c\u603b\u7ed3":62,"\u6559\u7a0b\u6587\u6863\u5230":47,"\u6559\u80b2\u5de5\u4f5c\u8005":63,"\u6570":[40,65],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":40,"\u6570\u636e":[23,67],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":59,"\u6570\u636e\u4e2d0":29,"\u6570\u636e\u5217\u8868":60,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":58,"\u6570\u636e\u5c42":[30,64],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":47,"\u6570\u636e\u63d0\u4f9b\u5668":48,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":64,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":64,"\u6570\u636e\u7684\u6574\u6570id":41,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":47,"\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":25,"\u6570\u636e\u8f93\u5165":40,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":23,"\u6570\u636e\u96c6":63,"\u6570\u636e\u96c6\u63cf\u8ff0":64,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":67,"\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":62,"\u6570\u636e\u9884\u6d4b":65,"\u6570\u6910\u5b9a\u4e49":66,"\u6570\u6910\u8bf4\u660e\u6587\u6863":66,"\u6570\u6910\u96c6\u548c":66,"\u6570\u76ee":51,"\u6574\u4f53":38,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":38,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":54,"\u6574\u6570":43,"\u6574\u6570\u6807\u7b7e":[3,35],"\u6574\u6d01":38,"\u6587\u4e66\u5de5\u4f5c":63,"\u6587\u4ef6":[25,42,53,65],"\u6587\u4ef6\u4e2d":[54,60,63,65],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":60,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":60,"\u6587\u4ef6\u4e2d\u7684":60,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":67,"\u6587\u4ef6\u4e3a":[29,67],"\u6587\u4ef6\u4e4b\u5916":42,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":60,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":23,"\u6587\u4ef6\u5185\u5bb9\u4e3a":25,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":64,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u540d\u79f0\u4e3a":64,"\u6587\u4ef6\u59390":54,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":67,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":23,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":64,"\u6587\u4ef6\u7684\u6539\u53d8":42,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":64,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":59,"\u6587\u4ef6\u7d22\u5f15":47,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":62,"\u6587\u4ef6model":51,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":32,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":62,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":62,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":62,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":64,"\u6587\u672c\u6295\u5f71\u5c42":64,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":66,"\u6587\u6863":29,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":32,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":65,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":44,"\u6587\u7ae0":54,"\u65b0":38,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":43,"\u65b0\u624b\u5165\u95e8":57,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":28,"\u65b9\u4fbf":38,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":31,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":32,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":28,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":23,"\u65b9\u5f0f1":29,"\u65b9\u5f0f2":29,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":65,"\u65b9\u6cd5\u4e00":51,"\u65b9\u6cd5\u4e09":51,"\u65b9\u6cd5\u4e8c":51,"\u65c1\u8fb9":38,"\u65c5\u6e38\u7f51\u7ad9":66,"\u65e0":38,"\u65e0\u4e1a\u4eba\u58eb":63,"\u65e0\u5ef6\u8fdf":49,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":25,"\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":66,"\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":67,"\u65e9\u9910":38,"\u65f6":[18,29,37,41,43,49,54],"\u65f6\u5019":38,"\u65f6\u52a0\u4e0a":66,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":62,"\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":67,"\u65f6\u88ab\u8bad\u7ec3\u7684":43,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":51,"\u65f6\u95f4":38,"\u65f6\u95f4\u6233":63,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":63,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":38,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":43,"\u662f":[23,31,38],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":43,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":46,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":46,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":65,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":37,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":25,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":46,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":51,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":30,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":26,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":67,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":66,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":43,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":40,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,35],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":40,"\u662f\u4e00\u7ec4":52,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":53,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":25,"\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":65,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":30,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":29,"\u662f\u504f\u5dee":41,"\u662f\u5176\u5927\u5c0f":30,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":67,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":26,"\u662f\u5411\u91cf":43,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":40,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":31,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":49,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":43,"\u662f\u5426\u4f7f\u7528gpu":64,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":67,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":31,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":49,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":31,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":31,"\u662f\u5426\u5f00\u542frdma":31,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":49,"\u662f\u5426\u652f\u6301gpu":31,"\u662f\u5426\u663e\u793a":49,"\u662f\u5426\u7a00\u758f":43,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":31,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":31,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":31,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":31,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":31,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":49,"\u662f\u56e0\u4e3ac99\u652f\u6301":25,"\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":65,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":41,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":30,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":43,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":43,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":23,"\u662f\u5e8f\u5217":64,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":37,"\u662f\u6211\u4eec":42,"\u662f\u6307":26,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":38,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":38,"\u662f\u6570\u636e\u8f93\u5165":41,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":64,"\u662f\u6709\u610f\u4e49\u7684":38,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":41,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":30,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":65,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":67,"\u662f\u7528\u6237\u4f7f\u7528c":26,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":67,"\u662f\u77e9\u9635":43,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":30,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":59,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":43,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":43,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":43,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":43,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":43,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":43,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":43,"\u662f\u8f93\u5165":41,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":60,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":46,"\u662fc":26,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":40,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":52,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":46,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":40,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":62,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":52,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":43,"\u662frnn\u72b6\u6001":41,"\u663e":62,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":38,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":33,"\u6682\u4e0d\u8003\u8651\u5728\u5185":29,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":26,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":29,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":66,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":66,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":40,"\u66f4\u5feb":41,"\u66f4\u65b0":29,"\u66f4\u65b0\u6a21\u5f0f":29,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":29,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":62,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":62,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":62,"\u66f4\u8fdb\u4e00\u6b65":40,"\u66f4\u9ad8":41,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":40,"\u6700":38,"\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":67,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":54,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,42,43,47,62,66],"\u6700\u540e\u4e00\u4e2a":37,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":35,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":30,"\u6700\u540e\u5220\u9664":28,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":43,"\u6700\u597d\u7684\u6a21\u578b\u662f":66,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":49,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":25,"\u6700\u65b0\u7684\u4ee3\u7801":42,"\u6700\u65b0log":66,"\u6700\u7ec8":43,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":40,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":35,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":32,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":40,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":30,"\u6708\u6e56":38,"\u6709":38,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":52,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":67,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":64,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":43,"\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":43,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":29,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":63,"\u6709\u5173":38,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":41,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":35,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":54,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":66,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":47,"\u6709\u65f6\u79f0\u4e3a":66,"\u6709\u6807\u51c6\u7684":25,"\u6709\u7684\u65f6\u5019":25,"\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":46,"\u670d\u52a1":38,"\u670d\u52a1\u5458":38,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":67,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":66,"\u672a\u77e5\u8bcd":58,"\u672c\u4f8b\u4e2d\u4e3a0":58,"\u672c\u4f8b\u4e2d\u4e3a32":58,"\u672c\u4f8b\u4e2d\u4e3a4":58,"\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":38,"\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":62,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":62,"\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":62,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":62,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":28,"\u672c\u5730\u6d4b\u8bd5":48,"\u672c\u5730\u8bad\u7ec3":48,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":51,"\u672c\u5b9e\u4f8b\u4e2d":58,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":62,"\u672c\u5c42\u5c3a\u5bf8":60,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":60,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":60,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":65,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":41,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":66,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":60,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":38,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":30,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":38,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":38,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":52,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":54,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":58,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":52,"\u672c\u6587\u6863\u63cf\u8ff0paddl":26,"\u672c\u6765":38,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":54,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":54,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":54,"\u672c\u6b21\u8bd5\u9a8c":62,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":38,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":38,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":66,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":67,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":67,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":67,"\u673a\u5668\u7684\u8bbe\u5907":51,"\u673a\u5668\u7ffb\u8bd1":[28,61],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":49,"\u6761\u4ef6\u4e0b":52,"\u6765":38,"\u6765\u4ee3\u66ff":42,"\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":43,"\u6765\u505ableu\u8bc4\u4f30":67,"\u6765\u505c\u6b62\u8bad\u7ec3":64,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":46,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":64,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":64,"\u6765\u521d\u59cb\u5316\u53c2\u6570":29,"\u6765\u5b89\u88c5":47,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":35,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":38,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":62,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":66,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":43,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":60,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":35,"\u6765\u6ce8\u518c\u8be5\u5c42":43,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":51,"\u6765\u751f\u6210\u5e8f\u5217":67,"\u6765\u7684\u79d2\u6570":63,"\u6765\u786e\u4fdd\u628a":25,"\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":43,"\u6765\u8868\u793a":41,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":65,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":25,"\u6765\u8ba1\u7b97\u68af\u5ea6":43,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":38,"\u6765\u8bbe\u7f6e":29,"\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":42,"\u6765\u8fd0\u884c":47,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":46,"\u6765\u8fd0\u884c\u955c\u50cf":32,"\u6765\u8fdb\u884c\u8ba8\u8bba":26,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":29,"\u676f\u5b50":38,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":37,"\u6784\u9020":54,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":66,"\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":38,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":48,"\u67e5\u770b":[42,62],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":34,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":42,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":42,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":42,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":53,"\u6807\u51c6\u5dee\u4e3a":29,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":28,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":65,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":59,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":59,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":66,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":66,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":32,"\u6807\u7b7e\u6587\u4ef6":65,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":65,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":49,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":51,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":54,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":47,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":63,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":58,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":41,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":49,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":48,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":49,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":49,"\u6839\u636ecpu":32,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":53,"\u683c\u5f0f":49,"\u683c\u5f0f\u5982\u4e0b":62,"\u683c\u5f0f\u8bf4\u660e":58,"\u68af\u5ea6\u4f1a\u5c31\u5730":43,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":49,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":43,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":49,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":43,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":43,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u68d2":62,"\u697c\u5c42":38,"\u6a21\u5757":59,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":65,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":29,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":66,"\u6a21\u578b\u5171\u5305\u542b1":58,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":65,"\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":59,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":62,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":65,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":67,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":47,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":67,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":41,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":41,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":41,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":58,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":41,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":64,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":62,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":30,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":35,"\u6a21\u578b\u8def\u5f84":[60,65],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":65,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":25,"\u6a21\u578b\u91c7\u7528":58,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":38,"\u6b22\u8fce\u901a\u8fc7":42,"\u6b63\u6837\u672c":62,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":29,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":48,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":66,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":66,"\u6b64\u5904":58,"\u6b64\u5904\u90fd\u4e3a2":38,"\u6b64\u5916":42,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":46,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":66,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":32,"\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":40,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":66,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":65,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":66,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":65,"\u6bcf\u4e00\u4e2a":28,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":62,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":38,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":38,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":64,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":47,"\u6bcf\u4e00\u4e2akey\u7531":64,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":38,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":66,"\u6bcf\u4e2a":[41,47,65],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u6bcf\u4e2a\u5355\u5c42rnn":40,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":67,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":38,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":41,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":41,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":38,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":59,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":67,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":67,"\u6bcf\u4e2a\u5c42\u5728\u5176":43,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":62,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":49,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":41,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":67,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":66,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":66,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":40,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":38,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":43,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":38,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":38,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":64,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":64,"\u6bcf\u4e2a\u72b6\u6001":40,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":59,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":59,"\u6bcf\u4e2a\u7ebf\u7a0b":49,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":49,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":67,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":49,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":66,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":66,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":43,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":43,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":67,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":42,"\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":62,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":62,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":54,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":63,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":49,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":51,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":67,"\u6bcf\u6279\u6b21":49,"\u6bcf\u6b21":32,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":42,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":42,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":66,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":67,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":62,"\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":58,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":60,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":58,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":43,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":67,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":49,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":49,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":49,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":49,"\u6bcf\u969410\u5206\u949f":18,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":62,"\u6bcfdot":49,"\u6bcflog":49,"\u6bcfsave":49,"\u6bcftest":49,"\u6bd4\u5982":[19,29,32,42,62],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":38,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":42,"\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":29,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":52,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":42,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6c34\u6e29":38,"\u6c49\u5ead":38,"\u6c60\u5316\u5c42":59,"\u6ca1":38,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":34,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":58,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":63,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":64,"\u6cd5\u8bed":67,"\u6ce8":18,"\u6ce8\u610f":[3,31,32,35,41,43,44,54,59],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":54,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":51,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":66,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":54,"\u6ce8\u91ca\u6389":66,"\u6cf3\u6c60":38,"\u6d41":38,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":42,"\u6d44":38,"\u6d4b\u8bd5":42,"\u6d4b\u8bd5\u6570\u636e":47,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":47,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":47,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":67,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":47,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":47,"\u6d4b\u8bd5\u6570\u6910\u96c6":66,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":49,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":42,"\u6d4b\u8bd5\u6837\u672c":47,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":66,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":51,"\u6d4b\u8bd5\u811a\u672c\u662f":65,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":66,"\u6d4b\u8bd5docker\u955c\u50cf":28,"\u6d4b\u8bd5model_list":48,"\u6d4b\u8bd5save_dir":48,"\u6d4f\u89c8\u4ee3\u7801":32,"\u6d6a\u6f2b\u7247":63,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":29,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":58,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":43,"\u6dd8\u5b9d\u7b49":66,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":65,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":36,"\u6df7\u5408":65,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":41,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":54,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":29,"\u6e29\u99a8":38,"\u6e90":67,"\u6e90\u4ee3\u7801":[32,62],"\u6e90\u4ee3\u7801\u683c\u5f0f":42,"\u6e90\u5b57\u5178":67,"\u6e90\u5e8f\u5217":41,"\u6e90\u7801":32,"\u6e90\u7801\u4e0edemo":53,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":44,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":67,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":58,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":58,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":58,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":60,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":60,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":65,"\u6f14\u793a\u91c7\u7528":65,"\u6fc0\u6d3b":43,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":62,"\u6fc0\u6d3b\u65b9\u7a0b":43,"\u6fc0\u6d3b\u7684\u7c7b\u578b":43,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":38,"\u7136\u540e":[46,47,58,64],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":30,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":40,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":67,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":66,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":64,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":30,"\u7136\u540e\u5355\u51fb":42,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":54,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":60,"\u7136\u540e\u5728":67,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":38,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":32,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":67,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":29,"\u7136\u540e\u5728etcd\u7684":18,"\u7136\u540e\u5b9a\u4e49":41,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":54,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":23,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":64,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":64,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":67,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":65,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":64,"\u7136\u540e\u6240\u6709\u7528":42,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":23,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":60,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":53,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":42,"\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":66,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":67,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":64,"\u7136\u540e\u70b9\u51fb":42,"\u7136\u540e\u7528\u5bc6\u7801":32,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":64,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":54,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":43,"\u7136\u540e\u89e3\u538b":67,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":67,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":64,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":64,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":54,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":54,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":29,"\u7136\u800c":[41,49],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":66,"\u7248\u672c":34,"\u7248\u672c\u5206\u652f":28,"\u7248\u672c\u53f7":28,"\u7248\u672c\u53f7rc":28,"\u7248\u672c\u5728":42,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":28,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":29,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":65,"\u7279\u5f81":64,"\u7279\u5f81\u56fe\u5747\u503c":60,"\u7279\u5f81\u56fe\u65b9\u5dee":60,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":60,"\u7279\u5f81\u6587\u4ef6":65,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":64,"\u72af\u7f6a\u7247":63,"\u73af\u5883\u53d8\u91cf":54,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":29,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":64,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":25,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":66,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":46,"\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":[32,42],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":32,"\u751f\u6210":54,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":25,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":44,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":41,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":67,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":67,"\u751f\u6210\u6587\u6863":25,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":32,"\u751f\u6210\u7684":19,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":54,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":29,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":67,"\u751f\u6210\u7684html\u7248\u672c\u7684c":32,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":64,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":41,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":43,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":42,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":64,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":32,"\u751f\u6210api\u6587\u6863":25,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":32,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":23,"\u7528":[23,63,64,65],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":62,"\u7528\u4e8e":47,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":66,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":43,"\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":51,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":41,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":49,"\u7528\u4e8e\u653e\u7f6e":47,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":58,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":41,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":49,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":66,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":41,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":59,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":47,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":47,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":41,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":38,"\u7528\u6237":47,"\u7528\u62371\u7684\u7279\u5f81":64,"\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":40,"\u7528\u6237\u53ea\u9700\u6267\u884c":65,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":65,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":32,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":32,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":44,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":44,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":58,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":26,"\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":62,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":26,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":49,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":51,"\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":32,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":31,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":31,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":29,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":44,"\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":54,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":65,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":29,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":58,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":64,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":23,"\u7528\u6237\u7279\u5f81":64,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":65,"\u7528\u6237\u901a\u8fc7c":26,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":51,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":29,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":44,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":64,"\u7528\u6237id":63,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":63,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":43,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":30,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":64,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":64,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":30,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":54,"\u7531":40,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":32,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":38,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":52,"\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":30,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":63,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":38,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":43,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":65,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":67,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":60,"\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":25,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":23,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":30,"\u7531\u4e8estep":40,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":37,"\u7531grouplen":63,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":23,"\u7535\u5f711\u7684\u7279\u5f81":64,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":63,"\u7535\u5f71\u540d\u5b57\u6bb5":64,"\u7535\u5f71\u540d\u79f0":63,"\u7535\u5f71\u548c\u7528\u6237":64,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":64,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":63,"\u7535\u5f71\u7279\u5f81":64,"\u7535\u5f71\u7c7b\u578b":63,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":63,"\u7535\u5f71id":63,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":63,"\u7535\u8111":38,"\u767e\u4e07\u6570\u636e\u96c6":63,"\u7684":[38,42,47,53,54,62,66],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":40,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":30,"\u7684\u4e00\u79cd":67,"\u7684\u4e3a0":49,"\u7684\u4e3b\u8981\u90e8\u5206":65,"\u7684\u4efb\u4e00\u4e00\u79cd":29,"\u7684\u4efb\u52a1":67,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":37,"\u7684\u504f\u7f6e\u5411\u91cf":43,"\u7684\u5185\u5b58":29,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":67,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":54,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":46,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":60,"\u7684\u522b\u540d":[6,7],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":49,"\u7684\u53d8\u6362\u77e9\u9635":43,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":66,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":41,"\u7684\u540e\u7f00":63,"\u7684\u5411\u91cf":43,"\u7684\u542f\u52a8\u53c2\u6570":54,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":54,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u7684\u5730\u5740":52,"\u7684\u5730\u65b9":42,"\u7684\u5747\u5300\u5206\u5e03":29,"\u7684\u5934\u6587\u4ef6":25,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":30,"\u7684\u5e73\u5747\u503c":37,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":38,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":42,"\u7684\u603b":47,"\u7684\u63a5\u53e3\u6837\u5f0f":25,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":42,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":62,"\u7684\u6570\u76ee\u4e00\u81f4":37,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":42,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":67,"\u7684\u65b9\u7a0b":43,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":34,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":29,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":38,"\u7684\u6700\u5c0f\u503c":49,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":42,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":41,"\u7684\u6837\u5f0f":42,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":40,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":40,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":65,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":42,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":25,"\u7684\u7248\u672c\u53f7":58,"\u7684\u7279\u5f81":60,"\u7684\u72b6\u6001":40,"\u7684\u7528\u6237\u53c2\u8003":47,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":64,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":30,"\u7684\u77e9\u9635":43,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":67,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":43,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":65,"\u7684\u7b2ci\u4e2a\u503c":43,"\u7684\u7b2cj\u4e2a\u503c":43,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":47,"\u7684\u7ed3\u6784\u5982\u4e0b":64,"\u7684\u7ef4\u5ea6":58,"\u7684\u7f29\u5199":23,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":67,"\u7684\u89c4\u8303":25,"\u7684\u89d2\u5ea6":19,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":62,"\u7684\u8bdd":29,"\u7684\u8def\u5f84\u4e2d":66,"\u7684\u8f93\u5165":40,"\u7684\u8f93\u51fa":46,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":46,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":41,"\u7684\u8f93\u51fa\u683c\u5f0f":38,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":41,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":63,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":42,"\u7684\u90e8\u5206":47,"\u7684\u914d\u7f6e":58,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":42,"\u7684docker\u955c\u50cf":32,"\u76ee\u524d":[40,65],"\u76ee\u524d\u4f7f\u7528":42,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":23,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":37,"\u76ee\u524d\u652f\u6301fail":49,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":49,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":40,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":25,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":44,"\u76ee\u5f55":[47,53,54,66],"\u76ee\u5f55\u4e0b":[26,43,62,67],"\u76ee\u5f55\u4e0b\u627e\u5230":62,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":29,"\u76ee\u5f55\u4e2d":[47,64],"\u76ee\u5f55\u4e2d\u7684":[46,47],"\u76ee\u5f55\u4e2dpaddl":54,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":65,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":54,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":67,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":62,"\u76ee\u6807":67,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":65,"\u76ee\u6807\u5411\u91cf":41,"\u76ee\u6807\u5b57\u5178":67,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":29,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":30,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":25,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":26,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":25,"\u76f4\u63a5\u8fd0\u884c":32,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":62,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":59,"\u76f8\u5173\u8bba\u6587":65,"\u76f8\u53cd":67,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":29,"\u76f8\u5bf9":38,"\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":62,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":65,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":65,"\u76f8\u5f53":38,"\u77e9\u9635":48,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":66,"\u7814\u7a76\u751f":63,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":42,"\u793a":62,"\u793a\u4f8b":[29,60],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":38,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":38,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":38,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":25,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":25,"\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":35,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":35,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":29,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":67,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":38,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":29,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":30,"\u79bb":38,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u79d1\u5b66\u5bb6":63,"\u79d1\u5e7b\u7247":63,"\u79f0\u4e3a":[41,42],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":32,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":32,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":37,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":49,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":43,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":54,"\u7a00\u758f\u768401\u5411\u91cf":[3,35],"\u7a00\u758f\u7684\u5411\u91cf":[3,35],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":51,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":54,"\u7a0b\u5e8f\u505c\u6b62":49,"\u7a0b\u5e8f\u5458":63,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":49,"\u7a20\u5bc6\u5411\u91cf":43,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":54,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,35],"\u7a97\u6237":38,"\u7acb\u523b\u9000\u51fa":29,"\u7aef\u53e3":47,"\u7aef\u53e3\u6570":47,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":47,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":29,"\u7b2c":38,"\u7b2c\u4e00\u4e2a":42,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":32,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":38,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":28,"\u7b2c\u4e00\u5929":38,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":32,"\u7b2c\u4e00\u7ae0\u8282":35,"\u7b2c\u4e00\u884c\u4ece":66,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":60,"\u7b2c\u4e00\u884c\u662f":58,"\u7b2c\u4e00\u884c\u7684":67,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":30,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":66,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":67,"\u7b2c\u4e09\u6b65":60,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":28,"\u7b2c\u4e8c":66,"\u7b2c\u4e8c\u4e2a\u4e3a":28,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":32,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":67,"\u7b2c\u4e8c\u6b65":[58,60],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":32,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":60,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":30,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":43,"\u7b49":26,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":26,"\u7b49\u5176\u4ed6":67,"\u7b49\u53c2\u6570":54,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":52,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":52,"\u7b49\u6587\u4ef6":26,"\u7b49\u7b49":[62,67],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":52,"\u7b80\u4ecb":45,"\u7b80\u5355\u6765\u8bf4":46,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":29,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":64,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":46,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":64,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":53,"\u7b80\u76f4":38,"\u7b97\u6cd5":[29,30,41,66],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":41,"\u7b97\u6cd5\u914d\u7f6e":66,"\u7ba1\u7406\u4eba\u5458":63,"\u7ba1\u7406\u5458":63,"\u7c7b\u4f3c":[26,37],"\u7c7b\u4f3c\u5730":65,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":43,"\u7c7b\u522b\u4e2a\u6570":59,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":48,"\u7c7b\u522bid":62,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":62,"\u7c7b\u540d\u548cc":25,"\u7c7b\u578b":[25,49,64],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":37,"\u7c7b\u578b\u662fsparse_binary_vector":[3,35],"\u7c7b\u578b\u662fsparse_float_vector":[3,35],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":38,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":43,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":43,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":29,"\u7ea2\u697c\u68a6":58,"\u7eaa\u5f55\u7247":63,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":32,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":30,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":30,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":30,"\u7ebf\u7a0bid\u53f7":51,"\u7ec6\u8282\u63cf\u8ff0":50,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":29,"\u7ed3\u5408":52,"\u7ed3\u675f\u6807\u8bb0":41,"\u7ed3\u6784\u5982\u4e0b":66,"\u7ed3\u6784\u5982\u4e0b\u56fe":58,"\u7ed3\u679c\u4fdd\u5b58\u5728":65,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":66,"\u7ed3\u8bba":25,"\u7ed9":38,"\u7ed9\u4e2a\u7b80\u5355\u7684":42,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":59,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":59,"\u7ed9\u5b9a\u52a8\u8bcd":65,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":66,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":40,"\u7edf\u4e00\u7528":19,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":38,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":38,"\u7ef4\u5ea6\u4e3aword_dim":62,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":62,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":62,"\u7ef4\u62a4":52,"\u7ef4\u7a7a\u95f4":41,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":41,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":29,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":64,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":54,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":54,"\u7f16\u53f7":64,"\u7f16\u53f7\u4ece0\u5f00\u59cb":29,"\u7f16\u53f7\u5b57\u6bb5":64,"\u7f16\u7801\u5411\u91cf":41,"\u7f16\u7801\u5668\u8f93\u51fa":41,"\u7f16\u7801\u6e90\u5e8f\u5217":41,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":67,"\u7f16\u8bd1":[32,42],"\u7f16\u8bd1\u5668\u6ca1\u6709":25,"\u7f16\u8bd1\u578b\u8bed\u8a00":25,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":44,"\u7f16\u8bd1\u5b8c\u6210\u540e":44,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":49,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":33,"\u7f16\u8bd1\u751f\u6210":44,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":28,"\u7f16\u8bd1\u9009\u9879":31,"\u7f16\u8bd1c":26,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1ubuntu\u7684deb\u5305":28,"\u7f16\u8f91":52,"\u7f29\u653e\u53c2\u6570":60,"\u7f51\u7edc":[65,66],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":52,"\u7f51\u7edc\u540d\u79f0":62,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":43,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":43,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":43,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":43,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":49,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":43,"\u7f51\u7edc\u63a5\u53e3\u5361":47,"\u7f51\u7edc\u6a21\u5757":60,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":65,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":66,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":64,"\u7f51\u7edc\u901a\u4fe1":43,"\u7f51\u7edc\u914d\u7f6e":[47,62,66],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[60,65],"\u800c":[30,41,53,64],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":66,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":26,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":25,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":47,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":29,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":38,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":66,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":26,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":67,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":23,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":49,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":46,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":46,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":51,"\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":38,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":60,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":25,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":25,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":66,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":38,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":38,"\u800c\u5bf9\u4e8egolang":25,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":25,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":38,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":46,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":29,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":26,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":46,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":48,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":66,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":41,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":35,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":51,"\u800c\u7cfb\u7edf\u4e2d\u7684":29,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":38,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":38,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":42,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":31,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":40,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":25,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":35,"\u800cweight":59,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":35,"\u804c\u4e1a":63,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":63,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":40,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":40,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":62,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":40,"\u80fd\u83b7\u53d6":47,"\u811a\u672c":[47,59,64],"\u811a\u672c\u4fdd\u5b58\u5728":59,"\u811a\u672c\u5f00\u59cb\u65f6":54,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":66,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":66,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":59,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":42,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":47,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":40,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81ea\u52a8\u751f\u6210":44,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":41,"\u81ea\u5e95\u5411\u4e0a\u6cd5":62,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":51,"\u81ea\u7531\u804c\u4e1a\u8005":63,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":26,"\u81f3\u6b64":[3,38,42],"\u8212\u9002":38,"\u826f\u597d\u7684\u6587\u6863":25,"\u827a\u672f\u5bb6":63,"\u8282\u70b9\u4e2d\u7684":47,"\u82e5":43,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":37,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":46,"\u82e5\u6709\u5fc5\u8981":43,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":37,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":37,"\u82f1\u6587\u6587\u6863":44,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":44,"\u82f1\u8bed":67,"\u8303\u56f4":51,"\u83b7\u53d6":42,"\u83b7\u53d6\u5229\u7528":62,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":66,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":62,"\u83b7\u53d6\u901a\u8fc7":66,"\u83b7\u53d6trainer":54,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":43,"\u867d\u7136":30,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":26,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":47,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":48,"\u884c":58,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":60,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":63,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":32,"\u8865\u5145\u4e0a\u6b21\u7684commit":42,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":43,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":43,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":52,"\u8868\u793a\u4e3adeviceid":51,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":47,"\u8868\u793a\u5973\u6027":63,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":38,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":47,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":47,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":67,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":63,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":62,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":66,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":66,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":66,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":54,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":62,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":62,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":54,"\u88ab":42,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"\u88ab\u653e\u5728":43,"\u88ab\u79f0\u4e3a":41,"\u897f\u90e8\u7247":63,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":64,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":67,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":46,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":54,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":47,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":59,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":64,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":37,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":40,"\u8981\u8c03\u7528":43,"\u89e3\u51b3\u529e\u6cd5\u662f":29,"\u89e3\u51b3\u65b9\u6848\u662f":29,"\u89e3\u538b":67,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":64,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":64,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":54,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":41,"\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":41,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":67,"\u89e3\u91ca":62,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":25,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":25,"\u8ba1\u7b97":41,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":43,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":30,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":41,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":43,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":43,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":41,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":43,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":43,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":30,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":43,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":43,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":43,"\u8ba1\u7b97\u8f93\u51fa":43,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":62,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":64,"\u8ba9paddle\u6838\u5fc3\u4e2d":26,"\u8bad\u7ec3":[48,66],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u4f5c\u4e1a":47,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":59,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":65,"\u8bad\u7ec3\u540e":65,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":28,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":47,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":46,"\u8bad\u7ec3\u5b8c\u6210\u540e":30,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":67,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":29,"\u8bad\u7ec3\u6570\u6910\u96c6":66,"\u8bad\u7ec3\u65f6":54,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":62,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":66,"\u8bad\u7ec3\u6a21\u578b\u540e":41,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":28,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":67,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":65,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":54,"\u8bad\u7ec3\u811a\u672c":62,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":62,"\u8bad\u7ec3\u81f3\u591a":64,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":54,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":29,"\u8bad\u7ec3\u8f6e\u6b21":62,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":29,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":48,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":49,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":49,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":49,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":66,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":66,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":66,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":59,"\u8bad\u7ec3dot_period":48,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":28,"\u8bb0\u5fc6\u6a21\u5757":41,"\u8bba\u6587":60,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":47,"\u8bbe\u4e3a\u672c\u5730":47,"\u8bbe\u7f6e":26,"\u8bbe\u7f6e\u4e3a":43,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":49,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":49,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":67,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":67,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":66,"\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":29,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[29,45,64],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":66,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":66,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":66,"\u8bbe\u7f6e\u6210":29,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":29,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":65,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":66,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":66,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":66,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":67,"\u8bbe\u7f6e\u7c7b\u522b\u6570":66,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[65,66],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":66,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":43,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":66,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":51,"\u8bbe\u7f6ebatch":66,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":67,"\u8bbe\u7f6egpu":49,"\u8bbe\u7f6epass":66,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":67,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":54,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":30,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":62,"\u8bc4\u5206":[63,64],"\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":64,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":63,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":42,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":42,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":42,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":42,"\u8bc6\u522b\u6570\u5b57":28,"\u8bcd\u5411\u91cf":[28,58],"\u8bcd\u5411\u91cf\u6a21\u578b":61,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":58,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":58,"\u8bcd\u9891\u6700\u9ad8\u7684":67,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":46,"\u8be5":[47,65],"\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":49,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":49,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":49,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":49,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":49,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":49,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":49,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":49,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":49,"\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":43,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":62,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":49,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":43,"\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":31,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":63,"\u8be5\u6570\u636e\u96c6":58,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":63,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":63,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":49,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":64,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":60,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":64,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":59,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":62,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":67,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":30,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":41,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":64,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":64,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":64,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":30,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":43,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":64,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":60,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":59,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":43,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":38,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":47,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":62,"\u8be6\u7ec6\u53ef\u53c2\u8003":42,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":60,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":29,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":62,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":31,"\u8be6\u7ec6\u89c1":37,"\u8be6\u7ec6\u8bbe\u8ba1":23,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[61,65],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":28,"\u8bed\u8a00\u6a21\u578b":58,"\u8bf4\u660e":[18,31,54],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":42,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":64,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":43,"\u8bf7\u4fdd\u8bc1travi":42,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":44,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":51,"\u8bf7\u53c2\u8003":[3,26,29,35,38,41,43,44,62],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":62,"\u8bf7\u53c2\u8003\u9875\u9762":64,"\u8bf7\u53c2\u8003layer\u6587\u6863":59,"\u8bf7\u53c2\u89c1":42,"\u8bf7\u53c2\u9605":41,"\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":65,"\u8bf7\u5728\u8be5pull":42,"\u8bf7\u5b89\u88c5cuda":34,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":44,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":42,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":42,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":32,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":49,"\u8bf7\u67e5\u770b":58,"\u8bf7\u6ce8\u610f":[32,41,53,58],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":42,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":42,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":51,"\u8bf7\u786e\u4fdd":42,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":42,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":42,"\u8bf7\u8bb0\u4f4f":47,"\u8bf7\u8fd0\u884c":32,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":42,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":29,"\u8bf7\u9075\u5b88":42,"\u8bf7\u91c7\u7528":42,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":51,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":30,"\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":54,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":54,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":54,"\u8c03\u7528":[43,59],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":30,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":43,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":65,"\u8d1f\u6837\u672c":62,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":66,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":66,"\u8d21\u732e\u6587\u6863":44,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":52,"\u8d77":38,"\u8def\u5f84\u4e0b":[30,60],"\u8df3\u8f6c\u5230":42,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":59,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8f6c\u6362\u8fc7\u6765\u7684":60,"\u8f6e":64,"\u8f83":38,"\u8f93\u5165":[37,41],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":40,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":40,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":59,"\u8f93\u5165\u5c42\u5c3a\u5bf8":60,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":38,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":38,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":38,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":51,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":66,"\u8f93\u5165\u6587\u672c":58,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":58,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":43,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":43,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":60,"\u8f93\u5165\u7684":58,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":67,"\u8f93\u5165\u7684\u540d\u5b57":43,"\u8f93\u5165\u7684\u5927\u5c0f":43,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":58,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":58,"\u8f93\u5165\u7684\u7c7b\u578b":43,"\u8f93\u5165\u95e8":66,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":66,"\u8f93\u5165n\u4e2a\u5355\u8bcd":62,"\u8f93\u51fa":[37,41],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":40,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":40,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":62,"\u8f93\u51fa\u51fd\u6570":41,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":37,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":40,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":64,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":58,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":66,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":66,"\u8f93\u51fa\u67092\u5217":58,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":60,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":58,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":58,"\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u8f93\u51fa\u76ee\u5f55":60,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":53,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":38,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":29,"\u8fd0":32,"\u8fd0\u884c":34,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":64,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":67,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":32,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":58,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":58,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":30,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":32,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":47,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[29,45,62],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":32,"\u8fd0\u884c\u5931\u8d25":51,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":58,"\u8fd0\u884c\u5b8c\u6210\u540e":47,"\u8fd0\u884c\u5b8c\u811a\u672c":66,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":58,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":66,"\u8fd0\u884c\u65e5\u5fd7":47,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":54,"\u8fd1":38,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":67,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":65,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":64,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,35],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":28,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":43,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":38,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":42,"\u8fd8\u662f":38,"\u8fd8\u662f\u4ece":19,"\u8fd8\u6709":38,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":66,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":65,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":59,"\u8fd9":[29,38,62],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":46,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":26,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":26,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":40,"\u8fd9\u4e09\u4e2a\u5206\u652f":28,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":62,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":47,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":59,"\u8fd9\u4e24\u4e2a\u6807\u51c6":65,"\u8fd9\u4e2a":[38,52],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":29,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":29,"\u8fd9\u4e2a\u51fd\u6570\u7684":41,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":38,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":41,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":26,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":26,"\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":67,"\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":54,"\u8fd9\u4e2a\u57fa\u7c7b":43,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":26,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":66,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":40,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":25,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":38,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":67,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":25,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":62,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":67,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":26,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":38,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":32,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":43,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":43,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":26,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":26,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":52,"\u8fd9\u4e2a\u8868\u683c":52,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":40,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":30,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":42,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":58,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":52,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":67,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":32,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":41,"\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":26,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":54,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":40,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":29,"\u8fd9\u4e9b":47,"\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":54,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":64,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":43,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":29,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":29,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":60,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":60,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":60,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":65,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":38,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":43,"\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":30,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":42,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":42,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":43,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":67,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":38,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":31,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":42,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":42,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":38,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":65,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":38,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":65,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":41,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":25,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":67,"\u8fd9\u5df2\u7ecf\u5728":66,"\u8fd9\u610f\u5473\u7740":41,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":30,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":51,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":29,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":66,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":37,"\u8fd9\u662f\u56e0\u4e3a":25,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":59,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":42,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":38,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":29,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":67,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":67,"\u8fd9\u6837":[26,30,47],"\u8fd9\u6837\u4fdd\u8bc1":28,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":29,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":51,"\u8fd9\u6837\u5bb9\u5668\u7684":54,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":64,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":23,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":32,"\u8fd9\u6837\u5f53\u8be5pull":42,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":43,"\u8fd9\u6837\u7684\u8bdd":53,"\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":64,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":46,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":30,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":43,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":29,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":43,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":51,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":41,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":40,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":54,"\u8fd9\u7bc7\u6587\u6863":42,"\u8fd9\u7bc7\u6587\u7ae0":67,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":38,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":41,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":25,"\u8fd9\u91cc":[29,32,41,42,52,54,60,65],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":32,"\u8fd9\u91cc\u4ee5":62,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":30,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":30,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":66,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":38,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":29,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":30,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":67,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":62,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":35,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":30,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":64,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":59,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":59,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":64,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":43,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":32,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":54,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":62,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":30,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":67,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":67,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":47,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":67,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":67,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":67,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":59,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":62,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":52,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":67,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":67,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":67,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":62,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":42,"\u8fdb\u5165":66,"\u8fdb\u5165\u5bb9\u5668":53,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":32,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":54,"\u8fdb\u7a0b\u7684":47,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":54,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":54,"\u8fdb\u7a0b\u9700\u8981\u7684":54,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":28,"\u8fdb\u884c\u4e86":38,"\u8fdb\u884c\u4f7f\u7528":59,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":54,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":54,"\u8fdb\u884c\u56de\u590d":42,"\u8fdb\u884c\u5f00\u53d1":42,"\u8fdb\u884c\u62c6\u89e3":38,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":43,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":30,"\u8fdb\u884c\u9884\u6d4b":62,"\u8fdb\u9636\u6307\u5357":[35,57],"\u8fde\u63a5":40,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":66,"\u9000\u4f11\u4eba\u5458":63,"\u9000\u51fa\u5bb9\u5668":53,"\u9002\u4e2d":38,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":32,"\u9009":38,"\u9009\u62e9":38,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":62,"\u9009\u62e9\u76ee\u6807\u5206\u652f":42,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":49,"\u9009\u62e9\u8fc7\u540e\u7684":67,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":52,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":63,"\u9009\u9879":[31,58],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":23,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":48,"\u901a\u5e38":[26,47,66],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":54,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":51,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":29,"\u901a\u5e38\u540d\u5b57\u662f":42,"\u901a\u5e38\u60c5\u51b5\u4e0b":46,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":53,"\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":52,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":41,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":43,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":38,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":51,"\u901a\u7528":48,"\u901a\u77e5":38,"\u901a\u8fc7":[29,38,42,43,47,62],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":40,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":59,"\u901a\u8fc7\u4f7f\u7528":31,"\u901a\u8fc7\u51fd\u6570":54,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":59,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":29,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":40,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":40,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":42,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":66,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":62,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":26,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":35,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":43,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":62,"\u901a\u8fc7data":40,"\u901a\u8fc7volum":52,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":23,"\u903b\u8f91\u56de\u5f52":62,"\u9053\u6b49":38,"\u9069":38,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":42,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":28,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":63,"\u9075\u5faa\u6587\u7ae0":58,"\u90a3\u4e48":[26,40,43],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":40,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":29,"\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":29,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":29,"\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":29,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":30,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":41,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":41,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":29,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":29,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":44,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":29,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":29,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":29,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":51,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":46,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":46,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":29,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":46,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":46,"\u90ae\u7f16":63,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":52,"\u90fd":38,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":49,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":30,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":38,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":37,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":38,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":25,"\u90fd\u7528":42,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":42,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":43,"\u914d\u7f6e":66,"\u914d\u7f6e\u4e86\u7f51\u7edc":64,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":59,"\u914d\u7f6e\u5982\u4e0b":58,"\u914d\u7f6e\u6253\u5f00":46,"\u914d\u7f6e\u6587\u4ef6":62,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":43,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":58,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":23,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":47,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":41,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":43,"\u914d\u7f6eapi":37,"\u9152\u5e97":38,"\u91c7\u6837\u5c42":64,"\u91c7\u7528":65,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":65,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":49,"\u91c7\u7528multi":29,"\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":53,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":25,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":60,"\u91cc\u7684\u65e5\u5fd7":47,"\u91cc\u9762\u6db5\u76d6\u4e86":32,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":32,"\u91cd\u547d\u540d\u6210":25,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":46,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":53,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":29,"\u9488\u5bf9\u6587\u672c":64,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":31,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":25,"\u94fe\u63a5\u5f85\u8865\u5145":62,"\u9500\u552e":63,"\u9519\u8bef\u5904\u7406":25,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":25,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":25,"\u9519\u8bef\u7387":62,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":29,"\u955c\u50cf\u91cc\u6709":53,"\u957f\u5ea6":29,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":41,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":41,"\u95ee\u9898":30,"\u95f4\u9694":62,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":49,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":49,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":38,"\u9664\u53bbdata\u5c42":62,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":26,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":58,"\u9664\u96f6\u7b49\u95ee\u9898":29,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00build":42,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":65,"\u968f\u673a\u6570\u7684\u79cd\u5b50":49,"\u968f\u673a\u6570seed":48,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":30,"\u9694\u5f00":60,"\u96c6":63,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":67,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":67,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":49,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":53,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":47,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":47,"\u96c6\u7fa4\u5de5\u4f5c":47,"\u96c6\u7fa4\u6d4b\u8bd5":48,"\u96c6\u7fa4\u8bad\u7ec3":48,"\u96c6\u7fa4\u8fdb\u7a0b":47,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":47,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":47,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":47,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":46,"\u9700\u8981":19,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":54,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":42,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":52,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":23,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":42,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":54,"\u9700\u8981\u5728":47,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":53,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":26,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":60,"\u9700\u8981\u5bf9":52,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":29,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":66,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":28,"\u9700\u8981\u5f15\u7528":26,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":38,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":35,"\u9700\u8981\u660e\u786e\u6307\u5b9a":49,"\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":52,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":25,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":54,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[28,49,64],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":43,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":38,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":26,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":40,"\u975e\u5e38\u6570":43,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":43,"\u97f3\u4e50\u5267":63,"\u987a\u5e8f":38,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":64,"\u9884\u5904\u7406\u811a\u672c":66,"\u9884\u5b9a\u4e49\u7f51\u7edc":66,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":66,"\u9884\u63d0\u4ea4\u94a9\u5b50":42,"\u9884\u6d4b\u540e":65,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":66,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":60,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":64,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":62,"\u9884\u6d4b\u811a\u672c\u662f":65,"\u9884\u6d4bid":62,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":66,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":58,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":58,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":60,"\u989d\u5916\u7684\u53c2\u6570":62,"\u9996\u5148":[3,30,38,41,43,58,60,62,65,66],"\u9996\u5148\u4e0b\u8f7dcifar":59,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":31,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":42,"\u9996\u5148\u5b89\u88c5paddlepaddl":66,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":43,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":43,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":67,"\u9996\u5148\u901a\u8fc7":42,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":35,"\u9a71\u52a8":44,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":63,"\u9ad8\u4eae\u90e8\u5206":38,"\u9ad8\u53ef\u7528":52,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":41,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":29,"\u9ed1\u8272\u7535\u5f71":63,"\u9ed8\u8ba4":[3,49,67],"\u9ed8\u8ba4256k":23,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":62,"\u9ed8\u8ba4\u4e0d\u663e\u793a":49,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":40,"\u9ed8\u8ba4\u4e3a0":[49,51],"\u9ed8\u8ba4\u4e3a1":[3,51],"\u9ed8\u8ba4\u4e3a100":51,"\u9ed8\u8ba4\u4e3a4096mb":49,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":64,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":40,"\u9ed8\u8ba4\u4e3anull":49,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":49,"\u9ed8\u8ba4\u503c":[31,37,51],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":40,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[29,47,66],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":66,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":38,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":66,"\u9ed8\u8ba4\u7684":53,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":51,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":47,"adamax\u7b49":62,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":62,"api\u4e2d\u4f7f\u7528":25,"api\u5bf9\u6bd4\u4ecb\u7ecd":39,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":26,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":26,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":26,"api\u63a5\u53e3":[23,52],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":26,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":44,"api\u65f6":26,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":26,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":26,"api\u66b4\u9732\u7684\u7c7b\u578b":26,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":26,"api\u7684\u5b9e\u4f8b":26,"api\u7684\u5b9e\u73b0\u7ec6\u8282":26,"api\u7684\u63a5\u53e3":26,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":26,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":26,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":26,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":26,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":29,"atlas\u7684\u8def\u5f84":31,"avx\u7684\u955c\u50cf":32,"awselasticblockstore\u7b49":52,"batch\u4e2d\u5305\u542b":29,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":49,"batches\u6b21":49,"bin\u548c\u8bc4\u5206\u6587\u4ef6":64,"blas\u7684\u8def\u5f84":31,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":32,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":28,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":32,"book\u7684":35,"book\u7684docker\u955c\u50cf":32,"bool\u578b\u53c2\u6570":3,"boolean":[9,24,25],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":28,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":28,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":32,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":32,"byte":[23,29],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":25,"c\u6709\u6807\u51c6\u7684abi":25,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":25,"caoying\u7684pul":67,"case":[9,26,27,46],"char":21,"class":[6,7,8,9,10,11,12,13,15,16,25,29,43,66],"cmake\u4e2d\u5c06":46,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":29,"cmake\u7f16\u8bd1\u65f6":31,"cmake\u914d\u7f6e\u4e2d\u5c06":46,"conf\u4f5c\u4e3a\u914d\u7f6e":67,"const":[21,43],"container\u4e2d":53,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":26,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":26,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":26,"core\u6982\u5ff5":26,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":35,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":29,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":51,"count\u548cgpu":51,"cpu\u7248\u672c":34,"cuda\u5e73\u53f0":34,"cuda\u5e93":49,"cudnn\u5e93":[31,49],"dat\u4e2d":64,"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":54,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":38,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":38,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,62],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":29,"deb\u5305":28,"deb\u5305\u7f16\u8bd1\u95ee\u9898":28,"deb\u5b89\u88c5\u5305":34,"decay\u5219\u4e3a0":59,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":40,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":40,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":40,"decoer\u67b6\u6784":40,"default":[7,8,9,10,12,13,15,16,51,53,54,66],"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":64,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":67,"docker\u5b58\u5728\u95ee\u9898":32,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":44,"docker\u7684\u5b98\u7f51":44,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":32,"dockerfile\u4f4d\u4e8epaddlepaddl":32,"dockers\u8bbe\u7f6e":32,"dropout\u7684\u6bd4\u4f8b":43,"elec\u6d4b\u8bd5\u96c6":62,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":62,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":38,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":40,"encoder\u8f93\u51fa":40,"entropy\u4f5c\u4e3acost":29,"enum":21,"evaluator\u7684\u503c\u4f4e\u4e8e0":67,"export":[29,32,34,59],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,35],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":51,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":51,"final":[10,64],"float":[3,7,8,9,11,13,30,46,60,64],"float\u7b49":51,"function":[9,10,11,13,16,17,20,21,22,27,41,66],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":67,"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":42,"github\u9996\u9875":42,"golang\u53ef\u4ee5\u4f7f\u7528":25,"golang\u7684":25,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":31,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":46,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":32,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":45,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":49,"gpu\u7248\u672c":34,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":65,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":29,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":66,"group\u6559\u7a0b":39,"gru\u6216lstm":41,"gru\u6a21\u578b":62,"gru\u6a21\u578b\u914d\u7f6e":62,"h\u5e76\u4e0d\u56f0\u96be":25,"hot\u7a20\u5bc6\u5411\u91cf":64,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":44,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,35],"id\u4e3a0\u7684\u6982\u7387":62,"id\u4e3a1\u7684\u6982\u7387":62,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":49,"id\u6307\u5b9a\u7684gpu":51,"id\u65e0\u6548":49,"image\u91cc":53,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"imdb\u6570\u636e\u96c6\u5305\u542b25":66,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":66,"imdb\u7684\u6570\u6910\u96c6":66,"import":[3,5,8,9,16,29,30,35,44,58,59,60,64,66,67],"include\u4e0b\u9700\u8981\u5305\u542bcbla":31,"include\u4e0b\u9700\u8981\u5305\u542bmkl":31,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":23,"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":[3,7,8,9,10,13,20,21,22,25,26,27,38,43,51,62,64,65],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":25,"issue\u7f16\u53f7":42,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":52,"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":52,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":54,"job\u7684\u540d\u5b57":54,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":54,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":45,"kubernetes\u5355\u673a\u8bad\u7ec3":45,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":52,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":54,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":54,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":52,"kubernetes\u652f\u6301\u591a\u79cdvolum":52,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":53,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":52,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":38,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":38,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":37,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":40,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":35,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":43,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":31,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":31,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":31,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":31,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":28,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":51,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":51,"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":66,"lstm\u6a21\u578b":62,"lstm\u6a21\u578b\u914d\u7f6e":62,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":66,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":40,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":41,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":41,"memory\u53ea\u80fd\u5728":40,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":38,"memory\u6307\u5411\u4e00\u4e2alay":40,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":41,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":38,"memory\u7684":41,"memory\u7684\u521d\u59cb\u72b6\u6001":40,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":38,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":40,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":41,"memory\u7684i":40,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":40,"mkl\u7684\u8def\u5f84":31,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":31,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":67,"mode\u7684python\u51fd\u6570":67,"model\u505a\u5206\u652f\u7ba1\u7406":28,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":64,"name\u662f\u4f53\u88c1":64,"name\u662f\u5e74\u9f84":64,"name\u662f\u6027\u522b":64,"name\u662f\u7535\u5f71\u540d":64,"name\u662f\u804c\u4e1a":64,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":54,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[9,13,17,20,21,27,42,43],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":52,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":67,"noavx\u7248\u672c":34,"normalization\u5c42":60,"normalization\u5c42\u7684\u53c2\u6570":60,"note\u7684\u4e66\u5199":28,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":32,"null":[9,43,49,64],"num_gradient_servers\u53c2\u6570":54,"openblas\u7684\u8def\u5f84":31,"out\u4e0b\u5305\u542b":59,"out\u7684\u6587\u4ef6\u5939":59,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":38,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":54,"packages\u91cc\u9762":29,"packages\u91cc\u9762\u7684python\u5305":29,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":31,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":25,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":67,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":38,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":29,"paddle\u4f7f\u7528git":28,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":25,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":25,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":28,"paddle\u66ff\u6362\u6210":32,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":28,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":28,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":28,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":53,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":26,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":25,"paddle\u7684c":26,"paddle\u7684dock":53,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":32,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":26,"paddle\u955c\u50cf":53,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":25,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":26,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":25,"paddle_\u7c7b\u578b\u540d":26,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":26,"paddlepaddle\u4e2d":[37,40],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":66,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":38,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":35,"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":35,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":62,"paddlepaddle\u4f7f\u7528\u5747\u503c0":29,"paddlepaddle\u4f7f\u7528avx":29,"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":30,"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":32,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":31,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":62,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":38,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":43,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":38,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,35],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":62,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":30,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":30,"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":32,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":30,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":34,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":33,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":35,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":31,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":30,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":29,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":29,"paddlepaddle\u6587\u6863\u4f7f\u7528":44,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":44,"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":[30,35],"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":32,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":29,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":29,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":44,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":44,"paddlepaddle\u7684\u6e90\u7801":42,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":33,"paddlepaddle\u7684bas":43,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":33,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":38,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":32,"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":29,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":62,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":40,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":40,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":54,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":32,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":49,"pass\u5230":67,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":49,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":49,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":49,"passes\u8f6e":49,"patch\u53f7":28,"patch\u53f7\u52a0\u4e00":28,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":51,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":49,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":49,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":49,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":49,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":66,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":66,"period\u6574\u9664":49,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":49,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":23,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":23,"pfsserver\u63d0\u4f9brest":23,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":52,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":52,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":59,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":62,"prod\u7684\u751f\u4ea7\u955c\u50cf":32,"public":[13,43,53,66],"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":[2,4,29,41,62,64],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":29,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":30,"python\u5305":44,"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":43,"query\u6539\u5199":67,"rate\u4e3a0":67,"rate\u4e3a5":67,"rate\u88ab\u8bbe\u7f6e\u4e3a0":59,"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":54,"release\u9875\u9762":28,"repo\u7684\u6839\u76ee\u5f55":32,"request\u524d":42,"request\u7684":42,"request\u88ab\u5408\u5e76\u540e":42,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":63,"resnet\u6a21\u578b":61,"return":[3,9,10,12,13,15,16,19,21,22,30,35,38,41,43,54,60,62,64],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":38,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":38,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":40,"rnn\u6a21\u578b":62,"rnn\u76f8\u5173\u6a21\u578b":45,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"search\u7684\u65b9\u6cd5":49,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":38,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":40,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":49,"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":59,"sh\u6765\u8fdb\u884c\u6784\u5efa":44,"sh\u8c03\u7528\u4e86":60,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":29,"size\u4e3a1":67,"size\u4e3a50":67,"size\u4e3a512":49,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":29,"size\u5927\u5c0f\u4e3a128":66,"size\u662f3":67,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":29,"size\u7684\u503c":3,"softmax\u5c42":58,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":43,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":29,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":65,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":32,"ssh\u8fdb\u5165\u5bb9\u5668":32,"static":[21,26],"step\u51fd\u6570\u4e2d\u7684memori":40,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":40,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":37,"super":43,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":25,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":25,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"swig\u76f4\u63a5\u8bfb\u53d6c":25,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":25,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":26,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":32,"tag\u4e3a":28,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":67,"tests\u7684paddlepaddl":42,"tflops\u4e86":46,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":35,"true":[7,8,9,10,12,13,15,16,27,29,38,41,43,51,54,60,64,65,66,67],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"try":[11,17,20,21,27,29,64],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":26,"type\u662fon":64,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":28,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":33,"ubuntu\u90e8\u7f72paddlepaddl":33,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":49,"utf8\u7f16\u7801":58,"uts\u7b49linux":52,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":31,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":66,"vocab\u505a\u4e3a\u5b57\u5178":66,"void":[21,25,26,43],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":52,"w0\u548c":60,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":60,"while":[7,13,27,54,67],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":38,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":38,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":35,"x\u548cwindow":32,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":32,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":35,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":54,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":54,"zero\u4e09\u79cd\u64cd\u4f5c":49,AGE:53,AWS:[19,52,55,56],And:[8,9,11,13,22,27],But:[9,10,29],EOS:9,For:[5,8,9,11,13,16,20,21,22,27,34,46],IDs:13,NFS:52,Not:[16,17],One:[8,10,15],PFS:23,QoS:53,TLS:[16,23],That:[9,13,27],The:[3,6,7,8,9,10,11,13,15,16,17,20,22,24,26,27,43,54,62,64,65,67],Their:[9,17],Then:[9,64],There:[8,9,13,15,16,17,21,22,24],Use:[16,24,27],Used:10,Using:[17,66],Will:[13,15],With:[9,10],YES:22,Yes:32,___embedding_0__:54,___embedding_1__:54,__file__:22,__init__:43,__list_to_map__:64,__main__:[5,60],__meta__:64,__mse_cost_0__:54,__name__:[5,60],__rnn_step__:41,_link:10,_proj:9,_recurrent_group:41,_res2_1_branch1_bn:60,_source_language_embed:[41,58],_target_language_embed:[41,58],aaaaa:19,abc:9,abl:[9,16],about:[9,10,22,24,65,67],abov:[3,9,16,17,20,46],abs:10,acceler:18,accept:[13,16,27,65],access:[9,10,16,20,22],accord:[8,9,21],accrod:10,accumul:[17,21],accuraci:8,acl:66,aclimdb:66,across:9,act:[9,10,29,30,35,38,41],act_typ:62,activ:[9,10,14,35,62],activi:10,actual:9,adadelta:[29,62],adagrad:62,adam:[16,21,62,66],adamoptim:[58,62,66,67],adapt:[8,11],add:[9,10,13,29,42,64],add_input:43,add_test:43,add_to:9,add_unittest_without_exec:43,addbia:43,added:[8,42],addit:[9,10],address:17,addrow:43,addtolay:9,adversari:27,affect:9,afford:20,afi:3,after:[9,13,20,21,24,42],again:[16,17],age:[13,54,64],agg_level:[9,37,38],aggregatelevel:[9,37,38],aircraft:67,airplan:59,aistat:9,alex:[9,66],alexnet_pass1:51,alexnet_pass2:51,algo_hrnn_demo:38,algorithm:[9,11,20,58,66,67],align:[9,10,13,67],all:[3,7,8,9,11,16,17,21,22,24,26,40,54,64,65,66],alloc:[7,22],allow:[16,21,62],allow_only_one_model_on_one_gpu:[48,49,51],almost:10,alreadi:[17,29,34],also:[9,10,13,16,27,46,62],alwai:[9,10,15,27,54],amazon:53,ambigu:27,amd64:52,amend:42,analysi:[65,66],ani:[9,10,13,16,17,21,22,27],annot:65,annual:65,anoth:[9,16,22],anyth:[13,27,65],api:[13,15,16,21,22,23,28,46,54,57,66],api_trainer_config:64,api_trainer_config_helpers_data_sourc:64,api_trainer_config_helpers_lay:[41,62],api_trainer_config_helpers_layers_context_project:64,api_trainer_config_helpers_layers_cos_sim:64,api_trainer_config_helpers_layers_data_lay:64,api_trainer_config_helpers_layers_embedding_lay:64,api_trainer_config_helpers_layers_fc_lay:64,api_trainer_config_helpers_layers_pooling_lay:64,apiserv:52,apivers:[52,53,54],apo:67,append:[3,15,27,38,41,54,64],append_gradient_machin:15,appleyard:46,appli:[9,10],applic:[46,53],approach:[9,62],apt:[34,59],arbitrari:9,architectur:67,archiv:[13,25,26],arg:[3,8,9,10,13,29,30,54,59,60,62,64,65,66],arg_nam:9,argpars:54,args_ext:54,argument:[3,9,13,20,54,62,64,65],argumentpars:54,argv:60,around:[3,9],arrai:[5,9,13,15,21,27,35,60],articl:42,arxiv:[9,10,66],ask:17,assert:5,assign:[9,20],associ:65,assum:9,astyp:27,asyc:17,async:[17,48],async_count:[48,49],async_lagged_grad_discard_ratio:49,async_lagged_ratio_default:[48,49],async_lagged_ratio_min:[48,49],asynchron:17,atla:31,atlas_root:31,attenion:10,attent:[9,10,67],attr1:9,attr2:9,attr:[7,9,10],attribut:[9,10,14],auc:48,auc_evalu:8,author:[23,52],authorized_kei:47,auto:[25,43,46],automat:[9,16,21,67],automaticli:9,automobil:59,avail:[17,21],averag:[8,9,12,20,65],average_test_period:[48,49,65],averagepool:9,avg:[37,46,62],avgcost:[62,64,66,67],avgpool:[9,62],avoid:[17,46],avx:32,await:53,awar:[16,17],aws:23,azur:52,b2t:58,b363:53,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:53,back:17,backward:[6,9,10,21,43],backward_first:41,backwardactiv:43,bag:62,baidu:[9,53],balasubramanyan:66,bank:65,bardward:10,bare:[52,53],barrierstatset:46,base:[9,10,12,13,16,20],baseactiv:9,baseev:15,basematrix:43,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,64],bash:[32,42,44,53,54],basic:[9,15],batch:[9,10,11,13,15,16,17,19,30,35,47,53,54,59,60,62,64,66,67],batch_0:60,batch_id:[15,35],batch_norm:10,batch_norm_typ:9,batch_read:[19,27],batch_siz:[13,29,30,35,47,58,59,62,64,66,67],batchsiz:[9,43],bbbbb:19,bcd:9,bcebo:13,beam:[9,41,67],beam_gen:[9,41],beam_search:[15,40,41],beam_siz:[9,41,48,49,51],beamsiz:67,becaus:[9,13,16,17,21,27,38],been:[20,65],befor:[9,10,17,24,27,29,64],begin:[8,9,21,24],beginiter:[15,16],beginn:41,beginpass:[15,16],begintrain:16,being:[17,27],belong:9,below:[9,13,17,21,27],benefit:[10,22],bengio:9,bertolami:66,besid:[9,13],best:[9,64],best_model_path:65,besteffort:53,beta1:11,beta2:11,beta:60,better:[9,10],between:[9,11,17,21,26,67],bgr:60,bi_gru:10,bi_lstm:10,bia:[9,10,11,43,60],bias:9,bias_attr:[9,10,29,30,38,41],bias_param:29,bias_param_attr:10,biases_:43,biasparameter_:43,biassiz:43,bidi:53,bidirect:[10,65,66],bidirectional_lstm_net:66,bigger:17,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:46,bin:[32,34,47,52,53,54,64],binari:[8,9,13,22,62],bird:59,bitext:67,blank:9,bleu:67,block:[9,18,20,21],block_i:9,block_x:9,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:66,book:13,bool:[7,8,9,10,12,13,43,49,51,62,64,66],boot:[9,40,41],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,38,41],boot_with_const_id:9,bos_id:[9,41],both:[6,7,9,10,16,17],bottom:62,bow:62,branch:[9,16,28,42],brendan:66,brief:21,broadcast:17,broken:42,browser:32,bryan:66,buf_siz:13,buffer:[13,21,27],buffered_read:27,bug:42,build:[13,22,32,42,54,55,56,67],build_dict:13,build_doc:44,built:46,bunk:66,c11:25,c703c041:42,c99:26,cach:[29,62,64,65],cache_pass_in_mem:[3,29,62,64,65],cachetyp:[3,29,62,64,65],calc_batch_s:[3,65],calcul:[8,9,10,11,17,21],call:[9,10,16,20,21,22,46,54,62],callabl:[9,13],callback:43,calrnn:38,caltech:59,can:[7,8,9,10,13,16,17,20,22,27,46,62],can_over_batch_s:[3,65],candid:9,cannot:29,capi:25,capi_prvi:26,caption:67,card:47,care:[10,22,27],cat:[32,54,59,60,66],categori:[9,13,17,62],categorig:13,categoryfil:53,caus:[17,24],ccb2_pc30:67,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10],ceph:[19,52],cephf:[19,22,23],certif:[16,23,52],cffi:25,cfg:53,cgo:25,chain:13,challeng:17,chanc:16,chang:[9,13,20,22,27,42,66],channel:[9,46],char_bas:64,check:[3,13,29,34,42,43,49],check_align:13,check_eq:43,check_fail_continu:3,check_l:43,check_sparse_distribution_batch:[48,49],check_sparse_distribution_in_pserv:[48,49],check_sparse_distribution_ratio:[48,49],check_sparse_distribution_unbalance_degre:[48,49],checkgrad:49,checkgrad_ep:49,checkout:42,checksum:23,chunk:[20,23],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:59,cifar_vgg_model:59,claimnam:54,clang:[25,32,42],class1:66,class2:66,class_dim:66,classic:9,classif:[9,62,66,67],classifi:60,classification_cost:[29,38,59,62],classification_error_evalu:[8,62,66,67],classification_error_printer_evalu:8,clean:[29,42],client:52,clip:[7,49,62],clock:9,clone:32,close:[3,27,42],cloud:[17,22,23,24],cluster:[16,17,21,47,52,54],cluster_train:47,cmake:[26,29,31,42,44,46],cmakelist:43,cmatrix:[25,26],cna:9,cnn:[9,53,62],code:[3,5,13,16,27,32,43,53,64],coded_stream:29,codedinputstream:29,coeff:9,coeffici:9,collabor:17,collect:[9,13,15],collectbia:43,color:[59,60],colour:13,column:[8,9,27],column_sum_evalu:8,com:[9,10,13,32,34,42,52,53,60],combin:[9,10,13,15,64],command:[22,24,43,51,53,54,55,56],commandlin:[46,54],comment:[10,38,54,62],commit:53,common:19,common_util:[47,64],commonli:24,commun:[17,21],compil:34,complet:[9,10,13,15,17,20,21,23,53,54],complex:[10,27],complic:9,compos:[13,16],composenotalign:13,compress:20,comput:[9,10,16,17,65,66],conat:9,concat:67,concat_lay:41,concaten:10,concept:16,concern:16,concurr:17,condit:[9,20,53],conf:[5,9,29,38,47,54,58,60,67],conf_paddle_gradient_num:54,conf_paddle_n:54,conf_paddle_port:54,conf_paddle_ports_num:54,conf_paddle_ports_num_spars:54,config:[7,9,10,19,24,30,35,43,47,48,49,51,52,53,54,59,62,64,65,66,67],config_:49,config_arg:[48,49,51,60,62,65,66],config_bas:[8,9,10,15],config_fil:65,config_gener:[47,64],config_lay:43,config_pars:[5,43],config_proto:21,configprotostr:29,configur:[9,21,22,43,58,60,67],confirm:24,conflict:42,confront:67,conll05st:65,conll:[13,65],connect:[10,22,53,62],connectionist:[9,66],connor:66,consequ:[9,10],consid:[8,9,11],consider:10,consist:[9,13,20,27],construct:[16,64],construct_featur:64,consum:17,contact:17,contain:[3,8,9,10,12,13,15,16,20,53,54,62],content:[21,24],content_len:21,context:[3,9,10,13,41,52],context_attr:10,context_len:[9,10,62,64],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,64],context_start:[9,10,62],continu:17,contrast:9,control:[7,53,67],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,convent:21,convert:[3,5,13,19,27,62,64],convlay:9,convolut:[9,10],convoper:9,convtran:9,convtranslay:9,cool:42,coordin:17,copi:[15,16,20,24,64],core:[7,26],corpora:67,corpu:[13,65],correct:[8,9],correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cos_sim:64,cosin:9,cost:[11,15,16,30,35,64,66,67],cost_id:9,could:[9,13,15,16,20,27],couldn:34,count:[17,22,27,46,49,51,53,64,65,66,67],counter:[17,20],cours:22,cpickl:64,cpp:[25,26,29,38,43,46,54,62,64,67],cpu:[3,7,9,22,28,32,34,46,51,53,54,65],cpuinfo:32,cpusparsematrix:26,crash:[17,46],creat:[7,9,13,15,16,17,23,24,35,42,43,53,54],create_bias_paramet:43,create_input_paramet:43,createfromconfigproto:5,creator:[13,19],credenti:24,crf:65,critic:66,crlf:42,crop:60,crop_siz:60,cross:[9,29,62],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[23,52],csc:43,cslm:67,csr:43,ctc:8,ctc_error_evalu:8,ctest:[32,42],ctrl:[47,64],ctx:65,ctx_0:65,ctx_0_slot:65,ctx_n1:65,ctx_n1_slot:65,ctx_n2:65,ctx_n2_slot:65,ctx_p1:65,ctx_p1_slot:65,ctx_p2:65,ctx_p2_slot:65,cub:59,cuda:[34,46,47,49],cuda_dir:[48,49],cuda_so:[29,32],cuda_visible_devic:29,cudaconfigurecal:46,cudadevicegetattribut:46,cudaeventcr:46,cudaeventcreatewithflag:46,cudafre:46,cudagetdevic:46,cudagetdevicecount:46,cudagetdeviceproperti:46,cudagetlasterror:46,cudahostalloc:46,cudalaunch:46,cudamalloc:46,cudamemcpi:46,cudaprofilerstart:46,cudaprofilerstop:46,cudaprofilestop:46,cudaruntimegetvers:46,cudasetdevic:46,cudasetupargu:46,cudastreamcr:46,cudastreamcreatewithflag:46,cudastreamsynchron:46,cudeviceget:46,cudevicegetattribut:46,cudevicegetcount:46,cudevicegetnam:46,cudevicetotalmem:46,cudnn:[9,12],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[48,49],cudnn_convt:9,cudnn_dir:[48,49],cudnnv5:31,cudrivergetvers:46,cuinit:46,cumul:9,curl:52,current:[3,9,17,52,62],current_word:41,currentcost:[62,64,66,67],currentev:[62,64,66,67],curv:16,custom:[16,22],custom_batch_read:27,cutoff:13,cycl:17,cyclic:9,cython:25,dalla:3,dan:65,darwin:52,dat:[13,19,47,64],data:[3,8,10,11,15,16,19,20,23,29,34,35,38,47,48,53,54,55,58,59,60,62,64,65,66,67],data_config:5,data_dir:[58,59,66,67],data_feed:13,data_fil:30,data_initialz:62,data_lay:[3,29,30,38,41,59,62,64,65],data_nam:13,data_read:[13,27],data_reader_creator_random_imag:27,data_typ:[9,13,35],databas:13,datacent:[19,24],datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,29,30,41,47,54,62,64,65],dataprovider_:62,dataprovider_bow:62,dataprovider_emb:62,dataproviderconvert:5,datasci:9,dataset:[19,22,27,35,60,62,63,66,67],date:65,db_lstm:65,dcudnn_root:31,dead:17,deb:[34,42],debug:24,decai:11,decent:20,decid:[16,27],declar:9,decod:[9,10,40,41,67],decoder_boot:41,decoder_group_nam:41,decoder_input:41,decoder_mem:41,decoder_prev:10,decoder_s:41,decoder_st:[10,41],deconv:9,deconvolut:9,decor:[3,13],deep:[9,46,59,60],deer:59,def:[3,5,9,13,16,19,22,27,29,30,35,38,41,43,54,60,62,64,65],defalut:9,default_decor:54,default_devic:51,default_valu:51,defin:[3,9,10,13,16,17,27,29,35,62,64],define_py_data_sources2:[3,29,30,59,60,62,64],defini:67,definit:[13,17,20,58],degre:9,del:64,delar:62,delet:[17,22,23,42],delimit:[8,64],demand:17,demo:[5,9,13,41,47,53,55,58,59,60,62,64,66,67],dens:[9,13,21,64],dense_vector:[3,5,9,13,30,35,64],dense_vector_sequ:13,depend:[17,22],deriv:[6,16],descent:[9,17],describ:[16,20,53,62],descript:54,deseri:15,design:[9,13,25],desir:[17,53],destin:[21,24],detail:[7,9,10,11,20,22,24],detect:[8,42],determin:[9,13],dev:[29,32,42,59,64,67],develop:[28,42,67],deviat:7,devic:[7,29,32,51],deviceid:51,devid:9,dez:66,dict:[3,13,15,29,38,54,62,64,66,67],dict_dim:[29,38,66],dict_fil:[8,38,41,62,65],dict_siz:13,dictionai:62,dictionari:[3,8,9,13,15,16,29,62,67],dictrionari:62,dictsiz:67,diff:42,differ:[8,9,17,21],digit:9,dim:[13,43,58,66],dimens:[6,9,12,13,29,62],dimes:9,din:64,dir:[47,54,60,64,65,66,67],direct:[9,10],directli:[10,22],directori:[19,23,24,42,46,53],disabl:29,discard:[13,17,20,42,49],discount:9,discov:17,discuss:[16,20,21],displai:[22,24],disput:67,dist_train:[16,22],distanc:8,distribut:[9,20,21,49,55,56],distribute_test:[48,49],disucss:16,divid:11,diy_beam_search_prob_so:[48,49],dmkl_root:31,do_forward_backward:27,doc:[5,10,13,32,44,54],doc_cn:44,docker:[28,29,32,42,53,54,55,56],docker_build:16,docker_push:16,dockerfil:[32,42,54],dockerhub:32,document:[10,23],documentari:3,doe:[10,17,20,21,22,27],doesn:[7,9,13,16,27],dog:[59,60],don:[10,16,27],done:[9,10,17,20,21,42,46,54],dot:67,dot_period:[49,51,54,59,64,66,67],dotmuloper:9,dotmulproject:9,doubl:49,down:46,download:[13,17,23,53],download_cifar:59,doxygen:42,dpkg:34,dpython_execut:29,dpython_include_dir:29,dpython_librari:29,drop_rat:7,dropout:[7,9],dropout_r:10,drwxr:53,dso_handl:34,dst:21,dtoh:46,dtype:[5,30,60],dubai:67,due:[20,64],dummi:20,durat:20,dure:[3,9,17,20,22,62,67],dwith_c_api:26,dwith_gpu:31,dwith_profil:46,dwith_python:26,dwith_swig_pi:26,dwith_tim:46,dynam:[3,21,26,27],dynamic_cast:43,each:[3,8,9,12,13,15,17,20,21,22,27,62,64],each_feature_vector:6,each_meta:64,each_pixel_str:3,each_sequ:[9,37,38],each_time_step_output:6,each_timestep:[9,37],each_word:3,eaqual:9,eas:[13,27],easi:27,easier:[16,27],easili:[16,27],ec2:52,echo:[29,32,64,66],edit:8,edu:[13,53,59],efg:9,either:[9,13,15,16,62],electron:53,elem_dim:9,element:[8,9,10,13,15,20,27],element_typ:21,elif:[16,64],els:[9,16,22,32,38,43,60,62,64],emb1:38,emb2:38,emb:[29,38,53,62],emb_group:38,emb_sum:29,embed:[16,58,64,66],embedding_lay:[29,38,41,62,64],embedding_nam:[9,41],embedding_s:[9,41],empir:9,emplace_back:43,empti:[8,13,17,30],enabl:[7,20,46],enable_grad_shar:[48,49],enable_parallel_vector:49,enc_proj:[10,41],enc_seq:10,enc_vec:41,encapsul:21,encod:[10,20,38,67],encoded_proj:[10,41],encoded_sequ:[10,41],encoded_vector:41,encoder1:38,encoder1_expand:38,encoder1_rep:38,encoder2:38,encoder2_rep:38,encoder_last:9,encoder_proj:41,encoder_s:41,end:[8,9,27,41,42,65,66],end_pass:16,enditer:[15,16,35],endpass:[15,16],endpoint:19,endtrain:16,engin:22,english:[9,67],ensembl:10,ensur:17,entir:[9,10,21],entri:[13,20,22],entropi:[9,62],entry_point:22,enumer:[6,29,62,64],enumerate_data_types_of_data_lay:13,env:[29,54],environ:[16,29,46,53],eol:42,eos_id:[9,41],epsilon:11,equal:[9,10,17,38],equat:[9,10,11],equival:[9,16],error:[7,8,9,11,16,20,24,29,49,62,64,66,67],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:53,etc:[13,27,67],etcd:[17,20],eth0:[47,54],eval:[8,62,64,66,67],eval_bleu:67,evalu:[9,14,15,46,47,64,66,67],evaluate_pass:66,even:[16,27],evenli:21,event:[35,53],event_handl:[15,16,35],everi:[8,9,10,13,16,17,20,21],exactli:[8,9,10],exampl:[9,10,11,13,15,22,24,27,60,62],exc_path:29,exceed:9,except:[13,64],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:52,exec:32,execut:[17,20,22],exist:[16,17,24,27,66],exit:[21,24,53],expand:38,expand_a:[9,37,38],expand_lay:38,expand_level:[9,37],expandconvlay:9,expandlevel:[9,37],expect:9,expir:17,explain:[8,17],explan:[9,22],explicit:43,explicitli:16,explor:9,exponenti:6,express:16,extend:64,extent:26,extern:[25,26],extra:[7,9,10],extra_input:9,extra_lay:15,extraattr:[7,51],extraattribut:[9,10],extraattributenon:9,extract:[9,58,60,65],extract_fea_c:60,extract_fea_pi:60,extralayerattribut:[7,9],extrapaddl:10,extrem:9,f1205:29,f120da72:53,fa0wx:53,fabric:47,facotr:9,factor:[7,9,11],factori:25,fail:[17,20,29,34,49,53],failur:[17,21],fake_imag:27,falloc:23,fals:[7,8,9,10,11,13,27,29,30,35,38,41,43,51,53,58,62,64,65,66,67],false_label:27,false_read:27,faq:57,fast:[9,20,46],faster:[9,10,17],fault:20,fbd1f2bb71f4:53,fc1:[43,51],fc2:51,fc3:51,fc4:51,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,29,30,38,51,62,64],fc_mat:15,fc_name:10,fc_param:29,fc_param_attr:10,fclayer:43,fdata:[38,65],fea:60,fea_output:60,feat:66,featur:[3,6,9,13,42,60,62,64,65],feature_a:29,feature_b:29,feature_map:64,feed:[10,13,15,16,35],feeder:13,fernan:66,festiv:3,fetch:[13,17,29,42],few:[17,27],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,64],figur:[16,58,67],file1:67,file2:67,file:[3,8,9,13,15,16,17,19,20,21,22,23,24,26,27,42,60,62,63,64,66,67],file_list:3,file_nam:[30,38,60,62,65],filenam:[3,19,29,64],fileoffset:23,filer:9,filesystem:[22,23],fill:[9,17,20,62],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,17,34],fine:[7,20],finish:[17,20,22,53],first:[9,13,16,17,20,22,24,62,64],first_seq:41,firstn:13,firstseen:53,fit:13,fix:[7,25,42],flag:13,flexiabl:27,flexibl:[9,10,16,21],flight:67,float32:[5,13,27,30,60],floor:9,flow:28,fly:62,folder:[19,22,24,67],follow:[8,9,10,11,13,16,17,20,22,27,55,56,64],forbid:16,force_load:25,forget:[11,16],form:[10,11],format:[8,20,21,42,43],former:16,formula:[9,10],formular:9,forward:[6,10,21,43],forwardactiv:43,forwardtest:5,found:9,frame:8,framework:[16,62],free:13,french:67,frequenc:13,frequent:[20,27],frog:59,from:[3,5,9,10,13,15,17,19,20,21,24,27,29,30,32,40,46,53,58,59,62,64,65,66,67],from_sequ:37,from_timestep:[9,37],fromfil:[27,30,60],fulfil:46,full:[9,17],full_matrix_project:[10,38,41],fulli:62,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:43,func:[3,13,20],further:9,fusion:64,gain:9,gamma:60,gan:16,gate:[9,10],gate_act:[9,10,38],gate_recurr:9,gather:[9,64],gauss:7,gcc:[25,32],gce:52,gcepersistentdisk:52,gdebi:34,gen:[9,67],gen_conf:67,gen_data:67,gen_result:67,gen_trans_fil:41,gender:[13,54,64],gener:[3,8,9,10,13,15,16,17,19,20,21,27,46,51,54,58,62,67],generated_word_embed:9,generatedinput:[9,40,41],genr:[54,64],gereat:8,get:[3,9,10,13,15,20,21,22,23,34,43,53,59,62,64,65,66],get_batch_s:65,get_best_pass:66,get_config_arg:[51,62,64,66],get_data:[53,62,65],get_dict:13,get_embed:13,get_imdb:66,get_input_lay:43,get_model:60,get_movie_title_dict:13,get_output_attr:10,get_sample_from_lin:29,get_shap:15,get_word_dict:13,getbatchs:43,getenv:[16,22,54],gethostbynam:54,gethostnam:54,getidmap:54,getinput:43,getinputgrad:43,getinputvalu:43,getoutputgrad:43,getoutputvalu:43,getparameterptr:43,getpodlist:54,getsiz:43,gettask:20,gettranspos:43,getw:43,getweight:43,getwgrad:43,gildea:65,gist:10,git:[28,29,32,42],github:[9,10,32,34,42,60],give:[3,17],given:[13,15,21,27,62],global:[7,16,17,46,64],global_learning_r:7,globalstat:46,globalstatinfo:46,globe:3,glusterf:52,gob:20,godoc:25,goe:[9,10,17],good:[9,27],goodfellow13:9,googl:[16,29],googleapi:52,gpu:[7,9,12,22,28,29,32,34,46,51,60,65,66,67],gpu_id:[29,49,51],gpugpu_id:48,grab:17,grad:[21,49],grad_share_block_num:[48,49],gradient:[7,8,9,11,15,17,20,49,54,62],gradient_clipping_threshold:[7,62,66],gradient_machin:[15,26],gradient_printer_evalu:8,gradientmachin:[5,15,26,54,64,67],gram:58,graph:[9,15,17],grave:66,greater:9,grep:[32,66],groudtruth:41,ground:[8,9,67],group:[10,20],group_id:64,group_input:[38,41],grouplen:[13,63],gru:[9,62],gru_attr:10,gru_bias_attr:10,gru_decod:41,gru_decoder_with_attent:41,gru_encoder_decod:[58,67],gru_memori:10,gru_siz:62,gru_step:[10,41],gru_step_lay:41,grumemori:[10,41],gserver:[9,43],gsizex:46,guid:[23,53],gur_group:10,gzip:[20,53],hadoop:16,handl:[16,22,27],handler:15,handwrit:66,happen:20,harvest:62,has:[9,10,11,13,16,17,20,21,46,62,65],has_kei:15,hassubseq:38,have:[8,9,10,13,16,17,20,21,22,27],hdf:19,head:66,header:[21,26,30,60,64],height:[9,13,25,27,43],held:17,hello:16,help:[5,24,42],helper:[9,10],here:[7,9,10,13,16,17,24,27],heurist:[9,67],hidden:[9,10,29,64],hidden_a:29,hidden_b:29,hidden_dim:38,hidden_s:[10,64],hierach:40,hierarch:[9,38],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:34,hl_get_sync_flag:43,hold:[16,17,20],home:[19,24,47,53,54],honor:20,hook2:38,hook:[38,64,65],horizont:9,hors:59,horst:66,host:[22,47,53],hostnetwork:54,hostpath:[52,53,54],hot:62,hous:[3,13],how:[7,9,16,17,20,24],howardjohnson:38,howev:[10,27],howto:54,hpp:25,html:[13,59],htod:46,http:[9,10,13,22,32,34,42,52,53,59,60,63,67],huber:9,huge:9,huina:66,hyper:9,hyperplan:13,i0601:64,i0706:67,i0719:67,i1116:54,i1117:46,ib0:47,ics:13,icwsm:66,id_input:[8,41],idea:[9,27],identityoffsetproject:9,identityproject:9,idmap:54,ids:[8,9,29,62,64],idx:[20,43],ieee:66,ies:24,ignor:[3,8,9],ijcnlp:66,illustr:[17,21],ilsvrc:60,imag:[12,13,16,27,42,53,54,55,56,59,60,67],image_a:27,image_b:27,image_classif:59,image_fil:27,image_lay:27,image_list_provid:60,image_nam:16,image_path:27,image_provid:59,image_reader_cr:27,image_s:60,imagenet:19,imagepullpolici:54,imageri:9,images_reader_cr:27,imdber:66,img:[3,9,59],img_conv:10,img_pool:10,img_siz:59,imgsiz:46,imgsizei:46,imgsizex:46,immutable_paramet:16,implement:[9,10,11,13,20,21,22,25,26],importerror:64,inarg:5,inc_path:29,includ:[9,10,13,16,21,22,25,26,42,46],incorrect:9,increas:[17,20,29],incupd:43,inde:[13,27],independ:[9,21],index:[8,9,12,13,15,17,20,38,64],indexslot:9,indic:[8,9,21],individu:17,industri:17,infer:[16,17,25],infiniband:47,info:[8,9,13,35,38,43,47,54],inform:[13,22,24],ininst:16,init:[7,35,43,54,64,65],init_hook:[38,62,64,65],init_model_path:[48,49,51,58,62,65],initi:[3,7,9,13,20,49,62],initial_max:[7,29],initial_mean:[7,9,29],initial_min:[7,29],initial_std:[7,9,29],initpaddl:5,inlcud:10,inner:[29,38],inner_:38,inner_mem:38,inner_param_attr:10,inner_rnn_output:38,inner_rnn_st:38,inner_rnn_state_:38,inner_step:38,inner_step_impl:38,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,27,29,30,35,37,38,40,41,43,51,54,58,59,62,64,65,67],input_data:43,input_data_target:43,input_featur:6,input_fil:[30,65],input_hassub_sequence_data:43,input_id:9,input_imag:[10,59],input_index:43,input_label:43,input_lay:43,input_nam:16,input_sequence_data:43,input_sequence_label:43,input_sparse_float_value_data:43,input_sparse_non_value_data:43,input_t:43,input_typ:[29,30,38,41,62,64],inputdef:43,inputlayers_:43,inputtyp:13,insert:42,insid:[8,9,17,27],instal:[22,29,34,42,47,53,59,64],instanc:[9,17,19],instanti:17,instead:[9,10,12,22,27],int32:49,int64:23,integ:[3,8,9,13,20,22,25,35,62],integer_sequ:29,integer_valu:[3,13,29,35,38,62],integer_value_sequ:[3,13,38,41,62,65],integer_value_sub_sequ:38,integr:65,inter:9,intercept:9,interfac:[7,9,10,20,22,24,47],intergr:9,intermedi:24,intern:[9,10,13,15],internet:17,interpret:8,introduc:17,invalid:27,invok:[3,9,15,46,64],iob:8,ioe:8,ip_str:54,ipc:52,ips:54,ipt:[9,29,38,41],ipython:16,is_gener:[9,58,67],is_kei:64,is_loc:15,is_predict:[62,64,66],is_seq:[9,41,64],is_sequ:64,is_stat:7,is_test:[60,65,66],is_train:3,isinst:[5,35],ispodallrun:54,isspars:43,issue_numb:42,item:[9,13,15,27,54],iter:[3,9,10,11,13,15,16,17,27],its:[3,8,9,10,16,17,20,34,46],itself:[10,17],java:25,jeremi:46,jie:[65,66],jmlr:9,job:[13,47,48,49,51,52,54,60,62,65,66,67],job_dispatch_packag:47,job_id:13,job_mod:58,job_nam:[22,54],job_namespac:54,job_path:54,job_path_output:54,job_workspac:47,jobnam:54,jobpath:54,jobselector:54,jobserv:22,johan:66,join:[17,38],joint:67,jointli:[10,67],journal:[65,66],jpg:60,json:[47,53,64],jth:10,jupyt:[22,32],just:[6,8,9,10,13,20,21],jypyt:16,k8s:54,k8s_data:54,k8s_job:16,k8s_token:16,k8s_train:54,k8s_user:16,kafka:19,kaim:9,kaimingh:60,kebilinearinterpbw:46,kebilinearinterpfw:46,keep:[9,17],kei:[3,13,15,17,19,20,23,42,46,52,54,64],kernel:9,key1:49,key2:49,keyword:54,kill:17,kind:[16,17,52,53,54],kingsburi:65,know:[10,16,20],kriz:[13,59],ksimonyan:10,kube:52,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:52,kubectl:[52,53,54],kuberent:17,kubernet:[16,17,45,47,54,55,56],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,38,62,64,65],l1_rate:7,l2_rate:7,l2regular:[59,62,66],label:[3,8,9,11,13,15,27,29,30,35,38,53,59,60,62,64,65,66],label_dict:65,label_dim:[9,38,62],label_fil:[27,65],label_lay:27,label_list:65,label_path:27,label_slot:65,labeledbow:66,labelselector:54,lag:49,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,58],larg:[12,13,42,67],larger:[7,8,9],last:[8,9,10,37,38],last_seq:38,last_time_step_output:9,lastseen:53,later:62,latest:[9,17,29,53,54],launcher:16,layer1:[9,10,37],layer2:[9,37],layer3:9,layer:[5,7,8,10,12,13,14,15,27,35,37,40,41,43,60,62,64,65],layer_0:43,layer_attr:[9,41,51],layer_num:[51,60],layer_s:9,layer_typ:9,layerbas:43,layerconfig:43,layergradutil:43,layermap:43,layeroutout:9,layeroutput:[9,64],layers_test:29,lbl:[8,59],ld_library_path:[34,47],learn:[7,8,9,10,11,13,16,21,27,32,46,59,60,65,66,67],learnabl:9,learning_method:[30,58,59,62,64,66,67],learning_r:[7,21,29,30,58,59,62,64,66,67],leas:17,least:[8,9,17],lecun:13,left:9,leman:67,len:[3,9,21,23,38,41,43,54,62,64,65],length:[9,10,13,21,53],less:[9,16],less_than:16,let02:53,let:[9,16],level:[7,9,40],lib64:[29,32,34,47,49],lib:[26,31,34],lib_path:29,libari:26,libcuda:[29,32],libjpeg:59,libnvidia:[29,32],libpaddl:[25,26,42],libpaddle_capi:26,libpaddle_gserv:26,libpaddle_math:26,libprotobuf:29,librari:[9,26,34,47,49],life:17,like:[8,9,13,17,22,27,60],limit:[9,13,29,46],line:[3,8,13,22,24,29,38,42,51,62,64,65],line_count:29,linear:[9,35],linearactiv:[9,30],linguist:65,link:[9,10,23,24,40,66],linux:[23,32,52],lipeng:58,lipton:66,list:[2,3,8,9,13,15,16,20,22,24,30,47,51,59,60,62,64,65,66,67],littl:21,lium:67,live:17,liwicki:66,load:[9,16,17,30,54,60,64,65,66,67],load_data_arg:5,load_featur:60,load_feature_c:60,load_feature_pi:60,load_missing_parameter_strategi:[48,49,51,58,65],loadparamet:5,loadsave_parameters_in_pserv:[48,49],local:[7,17,31,34,44,47,48,49,54],localhost:[32,52],localip:54,localpath:24,lock:[17,20,21],log:[20,24,29,43,47,49,53,54,59,64,65,66,67],log_barrier_abstract:[48,49],log_barrier_lowest_nod:[48,49],log_barrier_show_log:[48,49],log_clip:[48,49],log_error_clip:[48,49],log_period:[49,51,53,54,59,62,64,65,66,67],log_period_serv:[48,49],logarithm:6,logger:[3,38],logist:62,look:[3,22,62],loop:27,loss:[9,62],low:9,lpaddle_capi_shar:26,lpaddle_capi_whol:26,lst:64,lstm:[9,38,41,53,62],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,38],lstm_group_input:38,lstm_input:38,lstm_last:38,lstm_nest_group:38,lstm_output:38,lstm_size:62,lstm_step:10,lstmemori:[10,38,41],lstmemory_group:[9,38],ltr:9,mac:[26,32],machan:10,machin:[9,10,13,15,40,66,67],made:[17,21],mai:[9,27],main:5,maintain:[9,20],major:67,make:[3,16,17,20,21,27,34,42,43,46,66],man:23,manag:[17,21,24],mandarin:9,mani:[9,10,20],manufactur:67,mao:66,map:[9,13,15,16,20,35,64],map_read:13,mapreduc:16,marcu:66,mark:65,mark_slot:65,market:66,martha:65,mask:[7,9],master:[16,28,52,66],mat:[25,26],mat_param_attr:10,math:[10,25,43,46],matirx:9,matplotlib:59,matrix:[8,9,10,13,15,25,26,43],matrixptr:43,matrixtyp:26,max:[7,9,13,37,46,51,64],max_id:[9,15],max_job_id:13,max_length:[9,41],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:[8,13,21],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,18],mean:[7,8,9,10,11,12,13,15,27,29,49,60,62,64],mean_img_s:59,mean_meta:60,mean_meta_224:60,mean_valu:60,mechan:[9,10],meet:65,mem:[9,22,38],member:[13,16],memcpi:46,memori:[10,20,22,41,46,53,62],memory_nam:9,memory_threshold_on_load_data:[48,49],mention:20,mere:10,merg:[21,42],mergedict:[58,67],messag:[42,53],meta:[47,59,60,64],meta_config:[47,64],meta_fil:64,meta_gener:[47,64],meta_path:59,meta_to_head:64,metadata:[23,53,54],metal:52,metaplotlib:16,method:[3,9,11,15,64,67],mfs:54,might:9,million:13,min:[7,46,51,64],min_pool_s:[3,29],min_word_freq:13,mini:[9,13,15,17],mini_batch:27,minibatch:9,minibatch_data:13,minikub:52,minim:11,minimum:9,minut:17,mislead:21,miss:65,mix:10,mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,38,41,65],mixedlayertyp:9,mkdir:24,mkl:31,mkl_root:31,ml_data:[47,64],mnist:[3,5,19,27],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:27,mnist_train:[3,27],mnist_train_batch_read:27,mnt:54,mod:65,mode:[9,42,54,66],model:[9,10,13,17,18,51,58,59,62,64,65,66,67],model_config:5,model_list:[49,51,65,66],model_output:66,model_path:51,model_zoo:[58,60],modifi:42,modul:[3,10,13,15,29,30,59,60,62,64],modulo:9,momentum:[7,29,35,62],momentumoptim:[30,59],mon:53,mono:9,month:67,mood:66,moosef:52,more:[8,9,10,13,16,17,20,22,24,27,29,46],morin:9,mose:[66,67],moses_bleu:67,mosesdecod:66,most:[9,13,16,27],mount:22,mountpath:[53,54],move:[9,17,20,24],movi:[3,13,64],movie_categori:13,movie_featur:64,movie_head:64,movie_id:[54,64],movie_info:13,movie_meta:64,movie_nam:64,movie_review:13,movieinfo:13,movielen:63,moving_average_fract:9,mpi:47,mse_cost:[30,35,64],much:[9,17,27],mul:43,multi:[9,60,67],multi_binary_label_cross_entropi:9,multi_crop:60,multinomi:9,multipl:[8,9,10,13,15,16,20,21],multipli:[8,9],must:[6,8,9,10,27,34,43],mypaddl:[53,54],name:[3,7,8,9,10,12,13,15,16,17,19,21,22,26,29,30,32,35,38,41,43,46,51,52,53,54,55,56,59,62,64,67],name_prefix:19,namespac:[25,43,52,53,54],nativ:9,natur:20,nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,necessari:[9,21,62],need:[9,10,13,16,20,21,22,24,29,46,54,62],neg:[3,8,9,62,65,66],neg_distribut:9,nest:13,net:[9,10,66],net_conf:66,net_diagram:60,network:[5,7,8,9,11,13,14,15,16,17,27,35,38,47,51,54,58,59,60,64,65,66,67],network_config:51,neural:[9,10,11,13,15,16,17,38,40,58,64,65,66,67],neuralnetwork:9,never:[13,27,53,54],newest:21,next:[3,9,13,17],nfs:54,nfsdir:54,nginx:32,ngram:13,nic:[47,48,49,54],nil:20,nine:13,nlp:9,nltk:13,nmt:67,nnz:43,no_cach:3,no_sequ:[3,35,64],noah:66,noavx:32,node0:54,node:[9,52,53,54],node_0:54,node_1:54,node_2:54,nodebook:32,nodefil:47,nois:[9,17],non:[9,17],none:[3,5,7,8,9,10,11,12,13,15,16,30,41,60,62],norm_by_tim:9,normal:[9,10,13,53,54,60],notat:9,note:[7,9,10,12,15,16,20,22,27,34,66],notebook:22,noth:[6,15,42],novel:66,now:[9,17,40],np_arrai:13,ntst1213:67,ntst14:67,nullptr:[34,43],num:[9,47,49,54,65,66,67],num_channel:[9,10,59],num_chunk_typ:8,num_class:[9,10,59],num_filt:[9,10],num_gradient_serv:[48,49],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,30,35,48,49,51,53,54,62,64,65,66,67],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[8,9,13,17,19,27,67],numchunktyp:8,numdevices_:51,numlogicaldevices_:51,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,27,30,35,60],numsampl:46,numtagtyp:8,numtimeout:20,nvcc:32,nvidia:[29,32],obj:[3,29,30,59,60,62,64],object:[3,7,9,10,11,13,15,16,25,46,62,64],observ:11,occup:[54,64],occur:[13,15],oct:53,odd:9,off:[26,31,32,34,42],offlin:[17,19],offset:[9,64],ograd:43,old:21,omit:[29,62],on_init:3,onc:[9,17,20],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,27,62,65,66],one_host_dens:64,one_hot_dens:64,onli:[8,9,10,12,13,15,16,20,21,22,24,38,40],onlin:[11,17,19,27],open:[3,9,16,19,27,29,30,38,60,62,64,65],openbla:31,openblas_root:31,oper:[9,10,11],opinion:66,opt:[16,31,54],optim:[7,14,15,29,35],option:[8,9,16],order:[9,10,13,15,27,54],org:[9,10,13,19,23,32,63],organ:9,origin:[9,13,42],other:[8,9,10,13,17,21,24,62,64],otherchunktyp:8,otherwis:[9,13,16,17,21,27],our:16,out:[9,15,16,20,38,40,41,59],out_dir:54,out_left:9,out_mem:41,out_right:9,out_size_i:9,out_size_x:9,outer:38,outer_mem:38,outer_rnn_st:38,outer_rnn_state_:38,outer_step:38,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,19,24,27,29,30,38,41,47,51,53,54,58,59,60,62,64,65,66],output_:9,output_dir:60,output_fil:65,output_id:9,output_lay:[15,60],output_max_index:12,output_mem:[9,41],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outv:43,over:[9,10,16],overrid:[17,24],overview:[20,21],overwrit:24,own:21,packag:[13,20,22,29],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,24,25,26,29,30,32,34,35,42,43,44,46,47,51,53,54,58,59,62,64,65,66,67],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[25,26],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[25,26],paddle_matrix_cr:26,paddle_matrix_get_shap:25,paddle_matrix_shap:25,paddle_n:[47,54],paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:53,paddle_paramet:21,paddle_port:[47,54],paddle_ports_num:[47,54],paddle_ports_num_for_spars:47,paddle_ports_num_spars:54,paddle_process_by_paddl:54,paddle_pserver2:47,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:58,paddle_save_model:21,paddle_send_grad:21,paddle_server_num:54,paddle_source_root:58,paddle_train:[26,28,47,54],paddledev:[29,32,53,54],paddlepaddl:[9,10,13,17,19,21,22,23,24,27,29,32,34,41,42,46,47,55,56,58,65],pair:8,palceholder_just_ignore_the_embed:58,palmer:65,paper:[9,67],para:58,paraconvert:58,parallel:[46,51,53,54,67],parallel_nn:[7,48,49],param:[7,9,21,64],param_attr:[9,10,29,30,41],param_config_proto:21,paramattr:[7,9,29,30,41],paramet:[8,9,10,11,12,13,14,18,24,27,35,49,54,64,65,66,67],parameter_attribut:9,parameter_block_s:[48,49],parameter_block_size_for_spars:[48,49],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:54,parametermap:43,parameters_:43,parameterset:16,parametris:11,paramutil:64,paraphras:[58,67],paraphrase_data:58,paraphrase_model:58,paraphrase_modeldata:58,paraspars:43,pars:[13,64],parse_config:5,parse_known_arg:54,parsefromstr:29,parser:54,part:[64,66],partial:9,partit:[17,19],paserv:54,pass:[3,9,13,15,17,27,29,30,35,42,46,49,51,53,54,59,62,64,65,66,67],pass_id:[15,35],pass_idx:27,passtyp:43,past:16,patch:23,path:[8,13,15,17,20,21,22,27,34,47,49,52,53,54,65,66],pattern:[13,17,25,64,66],paul:65,paus:17,pave:67,pdf:[9,10],pem:[16,19],pend:[17,20],penn:65,per:[9,13,17,21,27],perform:[9,10,21,46,48],period:[17,49,65,66,67],perl:[66,67],peroid:9,persistentvolum:52,persistentvolumeclaim:[52,54],person:16,pfs:[19,24],pfsclient:19,pfspath:24,pickl:64,pid:52,piec:[9,10],pillow:[22,59],pip:[29,42,47,59,64],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,17],plain:[8,9,15,22,26],plan:17,pleas:[7,9,10,11,16,17,20,21,27,29,34,54],plot:[16,59],plotcurv:59,png:59,pnpair_evalu:8,pnpairvalid:48,pod:[19,22,52,53,54],podip:54,podlist:54,point:[17,22,46],polar:13,poll:66,pool3:43,pool:[10,14,64],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:[29,62],pooling_typ:[9,29,37,62],poolingtyp:12,port:[47,48,49,53,54],port_num:48,ports_num:[49,54],ports_num_for_spars:[48,49,51,54],pos:[64,66],pose:17,posit:[3,8,9,13,62],positive_label:8,posix:52,possibl:[16,20],post:[22,23],potenti:46,practic:9,pre:[9,10,13,16,58,66,67],pre_dictandmodel:58,precis:8,precision_recall_evalu:8,pred:[62,65],predetermin:9,predic:[13,65],predicate_dict:65,predicate_dict_fil:65,predicate_slot:65,predict:[3,5,8,9,11,15,29,47,58,59,60,62,64,65,66],predict_fil:[48,49],predict_output_dir:[48,49,62],predict_sampl:5,prediction1:15,prediction2:15,predin:59,prefer:52,prefetch:43,prefix:[17,19],pregrad:43,premodel:58,prepar:[22,55],preprocess:[13,47,58,59,62,64,66,67],present:[16,42],preserv:24,prev_batch_st:[48,49],prevent:[11,16,17,20],previou:[9,10,17,24],previous:9,price:13,principl:16,print:[5,7,15,16,30,35],printallstatu:46,printer:8,printstatu:46,prite:8,privat:[26,42],prob:[8,15],probabilist:[9,58],probabl:[8,9,15],problem:[9,11,16],proc:32,proce:[13,17,27],proceed:[9,65],process2:38,process:[3,7,9,10,16,19,20,29,30,38,41,54,62,64,65],process_predict:62,processdata:[59,60],processor:46,prod:[32,42],produc:[10,13,17,27],product:22,productgraph:53,profil:[24,46],proflier:46,prog:54,program:[13,16,19,21,27,46,54],progress:[17,20],proj:9,project:[9,10,22,26],promis:[9,10],prompt:24,prone:16,prop:65,propag:11,properli:62,proposit:65,protect:43,proto:12,protobuf:[22,29],protocol:21,provid:[9,13,16,21,22,29,30,38,48,62,64,65],prune:9,ps_desir:17,pserver:[22,47,48,49,54],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[48,49],pseudo:[16,22],psize:43,ptr:26,pull:28,purpos:[17,46],push:54,push_back:43,put:[17,62],pwd:[32,42],py_paddl:[5,13,44],pydataprovid:29,pydataprovider2:[3,5,30,54,64],pyramid:9,pyramid_height:9,python:[15,16,25,28,29,32,42,43,44,47,58,59,60,64,65,66,67],pythonpath:[29,59],pzo:66,queri:[9,67],question:[9,16],quick:53,quick_start:[22,53,54,55,62],quick_start_data:53,quickstart:53,rac:9,rais:13,ramnath:66,ran:46,rand:[46,49,51,65],random:[7,9,13,19,27,30],random_imag:19,rang:[9,13,19,27,54,62],rank:[9,16,60,62],rare:3,rate:[7,8,11,13,21,47,54,64],rather:22,ratio:49,raw:9,raw_meta:64,rdma_tcp:[48,49],reach:17,read:[3,13,15,16,17,19,27,30,60,62,64],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_next_from_fil:29,read_ranking_model_data:16,reader:[15,19,35],reader_cr:19,reader_creator_bool:27,reader_creator_random_imag:[13,27],reader_creator_random_image_and_label:[13,27],readi:[17,53],readm:[26,42,64,66],real:27,real_process:3,realist:16,reason:[10,16,17,53],recal:8,receiv:[17,22],recognit:[9,60,66],recommend:[10,16,47,54,64],record:[20,64,65],recordio:[16,19,20],recov:17,recoveri:20,rectangular:9,recurr:[38,39,65,66],recurrent_group:[10,38,40,41],recurrentgradientmachin:26,recurrentgroup:8,recurs:24,reduc:11,ref:64,refer:[7,9,10,11,17,20,21,31],referenc:[9,20],reference_cblas_root:31,refine_unknown_arg:54,reflect:20,regex:64,register_gpu_profil:46,register_lay:43,register_timer_info:46,registri:[22,53],regular:[7,59,62,66],rel:10,relat:[17,22,64],relationship:13,releas:[28,34,52,65],reliabl:17,relu:9,rememb:9,remot:[7,42,47,49,51],remov:[13,24,42],renam:24,reorgan:9,replac:20,replicaset:22,report:20,reportdataset:20,repres:[9,13,20,62],represent:[21,62],request:[17,28,53,67],requir:[8,9,16,17,21,22,24,47,64],res5_3_branch2c_bn:60,res5_3_branch2c_conv:60,res:65,research:[9,13,59],reserv:24,reserveoutput:43,reset:[9,17],reshap:27,reshape_s:9,residu:60,resnet_101:60,resnet_152:60,resnet_50:60,resolv:[42,53],respons:[9,53],rest:[9,22,23],restart:[17,21,53],restartpolici:[53,54],resu:27,result:[3,6,8,9,15,20,46,62,67],result_fil:[8,41],ret_val:64,return_seq:10,reuqest:28,reus:27,reveal:16,revers:[9,10,40,41],review:[13,42,53,66],reviews_electronics_5:53,rewrit:67,rgb:9,rgen:66,rho:11,right:[9,22],rkt:22,rmsprop:62,rmspropoptim:64,rnn:[9,10,40,41,48,66],rnn_bias_attr:41,rnn_layer_attr:41,rnn_out:41,rnn_state:38,rnn_state_:38,rnn_step:9,rnn_use_batch:[48,49],rnnlm:13,robot:59,role:[13,16,20,21,65,66],roman:66,root:[11,12,32,47,53,54,58],root_dir:47,rot:9,routin:64,routledg:66,row:[8,9,13],row_id:9,rpc:20,rpcserver:20,rstrip:54,rtype:[9,64],run:[16,17,22,29,32,42,46,47,53,54,55,56,64],runinitfunct:[46,54],running_on_cloud:22,runtim:[3,29],s_fusion:64,s_id:64,safe:22,same:[3,8,9,10,16,20,21,38,62],samping_id:9,sampl:[3,8,13,62,64,66,67],sample_id:8,sample_num:8,santiago:66,save:[3,9,13,17,19,20,21,22,53,64,65,66,67],save_dir:[30,49,51,53,54,59,62,64,65,66,67],save_only_on:[48,49],saving_period:[48,49,54],saving_period_by_batch:[48,49,51],saw:3,scalar:9,scale:[6,64],scalingproject:9,scan:20,scatter:9,schedul:[20,22],scheduler_factor:7,scheme:8,schmidhub:66,schwenk:67,scienc:66,score:[8,9,64],script:[13,44],seaplane_s_000978:59,search:[9,17,41,67],seat:67,second:[9,13,16,24,27,62,64],sed:66,see:[9,10,16,17,29,62],seed:[46,49],segment:8,sel_fc:9,select:9,selectiv:9,selector:53,self:43,selfnorm:9,semant:[13,16,28,65,66],semantic_role_label:41,semat:16,sen_len:65,send:[17,21],sent:[16,21,53],sent_id:41,sentanc:29,sentenc:[3,9,13,38,41,65],sentence_last_state1:38,sentence_last_state2:38,sentiment:[3,65,66],sentiment_data:66,sentiment_net:66,sentimental_provid:3,sentimental_train:3,separ:[8,62,64],seq:[9,13,38,64],seq_pool:[9,37],seq_text_print:8,seq_to_seq_data:[58,67],seq_typ:[13,64],seqlastin:38,seqtext_printer_evalu:[8,41],seqtoseq:[9,29,41,58,67],seqtoseq_net:[9,41,58,67],sequel:3,sequenc:[3,6,8,9,10,12,13,29,35,38,40,62,64,66,67],sequence_conv_pool:62,sequence_layer_group:[9,38],sequence_nest_layer_group:[9,38],sequencegen:38,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,35],sequenti:[9,65],seri:[10,38,66],serial:[15,20,21],server:[16,47,49,52,54],serverless:17,set:[3,7,8,9,10,13,15,16,17,22,29,30,38,41,46,47,53,58,59,60,62,64,65,66,67],set_active_typ:43,set_default_parameter_nam:7,set_drop_r:43,set_input:9,set_siz:43,set_typ:43,settotalbyteslimit:29,setup:[43,62],sever:9,sgd:[11,15,16,17,22,30,35,47,48,66],shape:[9,15,35],shard:[17,18,19,20,21],share:[9,26,65],shared_bia:10,shared_bias:9,shared_ptr:[25,26],ship:59,shold:66,shorten:9,should:[8,9,13,15,16,21,22,27,40],should_be_fals:16,should_be_tru:16,should_shuffl:[3,38,65],show:[11,13,17,24,65,66,67],show_check_sparse_distribution_log:[48,49],show_layer_stat:[48,49],show_parameter_stats_period:[48,49,51,53,65,66,67],shown:[8,9,16],shuf:[29,64],shuffl:[13,29],side:[9,15],sigint:47,sigmoid:[9,10],sigmoidactiv:38,sign:23,similar:[9,27,64],similarli:9,simpl:[6,8,9,10,13,15,54],simple_attent:41,simple_gru:62,simple_lstm:[9,62],simple_rnn:[9,41],simpli:[9,16,21],simplifi:16,sinc:[9,17,20,27],singl:[8,10,13,17],sinlg:15,size:[3,8,9,10,11,13,17,19,27,29,30,35,38,41,43,59,60,62,64,66,67],size_a:9,size_b:9,size_t:43,skip:[27,30,42,60],sleep:54,slide:[9,11,13,17],slope:9,slot:[64,65],slot_dim:64,slot_nam:64,slottyp:64,small:13,small_messag:[48,49],small_vgg:59,smaller:[9,17],smith:66,smooth:9,snap:53,snapshot:18,sock:22,sock_recv_buf_s:[48,49],sock_send_buf_s:[48,49],socket:54,softmax:[9,10,16,29,41,43,62],softmax_param:29,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[29,38,41,62],solv:16,some:[7,9,13,15,16,20,21,22],some_c_api_funct:26,some_inst:26,some_python_class:25,somecppclass:25,somedata:15,somegotyp:25,someth:9,sometim:[11,27],somewhat:21,soon:17,sort:[9,13,54,64,66],sourc:[9,13,24,26,27,67],source_dict_dim:41,source_language_word:41,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,29,43,47,49,51,54,62],sparse_binary_vector:[3,13,29,35,62],sparse_binary_vector_sequ:13,sparse_float_vector:[3,35],sparse_non_value_slot:13,sparse_upd:[7,29],sparse_value_slot:13,sparse_vector:[13,29],sparse_vector_sequ:13,sparseparam:43,sparseprefetchrowcpumatrix:43,spatial:9,spec:[53,54],special:[9,21],specif:24,specifi:[8,9,13,16,20,21,22,24,34,62],speech:9,speed:10,sphinx:[25,32,44],split:[3,9,38,47,62,64,65],split_count:54,squar:[9,11,12],squarerootnpool:9,squash:42,srand:49,src:[54,67],src_backward:41,src_dict:[29,41],src_dict_path:29,src_embed:41,src_forward:41,src_id:41,src_root:5,src_word_id:41,srl:[13,65],ssd:9,ssh:[32,47],sshd:32,sstabl:16,stabl:[28,52],stacked_lstm_net:66,stacked_num:66,stackexchang:9,stage:42,stake:67,stale:17,standard:7,stanford:[13,53],start:[9,15,17,20,21,22,29,42,49,53,54],start_paddl:54,start_pass:[48,49],start_pserv:[48,49],startpaddl:54,startup:[17,22],stat:[46,49,65,66,67],state:[9,10,17,40,53],state_act:[9,10,38],statfulset:54,staticinput:[9,40,41],statist:9,statset:46,statu:[22,42,46,53,54],status:53,std:[25,26,43,49],stderr:47,stdout:47,step:[9,10,12,17,21,38,40,41],stepout:38,still:20,stochast:[11,17,20],stock:66,stop:9,storag:[23,52],store:[8,9,13,62,64],str:[15,22,51,54],strategi:[12,17,49,65],street:[9,65],strict:27,stride:9,stride_i:9,stride_x:9,string:[3,8,9,20,24,43,49],strip:[29,38,62,64,65],struct:[20,21,23,26],structur:[13,20,62],stub:9,stuff:42,stun:3,style:9,sub:[8,9,13,16],sub_sequ:[3,35],subcommand:24,subgradi:11,subnet:16,subobjectpath:53,subseq:[37,40],subsequenceinput:[9,38],succeed:[20,53],success:[21,53],successfulcr:53,sudo:[34,59],suffic:27,suffix:22,suggest:9,sum:[9,11,18],sum_:9,sum_evalu:8,sumpool:[9,29],support:[7,8,9,12,13,17,22,27,38],suppress:24,sure:[34,66],swagger:23,swap_channel:60,swig:[25,26],swig_paddl:[5,13],symbol:[9,26],symlink:42,sync:17,syncflag:43,synchron:[11,17,20],syntax:27,sys:60,system:[17,21,23,29,66],t2b:58,t_i:9,tab:62,tabl:9,tableproject:9,tag:[8,13,29,32],tagtyp:8,tainer_id:54,take:[3,8,9,10,16],tanh:[9,10,43],tanhactiv:[38,41],target:[9,13,15,67],target_dict_dim:41,target_dictionary_dim:9,target_language_embed:9,target_language_word:41,targetinlink:[9,38],task:[8,9,65],task_queu:20,taskentri:20,taskqueu:20,tbd:38,tconf:66,tcp:49,tear:46,technic:17,tee:[53,59,64,65,66,67],tell:[17,20,21],tellig:66,templat:[53,54],tempor:9,temporari:22,term:[9,10,17],termin:53,tesh:65,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,26,27,28,42,43,46,47,49,51,59,60,62,64,65,66,67],test_all_data_in_one_period:[53,59,64,65,66],test_compar:29,test_comparespars:29,test_comparetwonet:29,test_comparetwoopt:29,test_config_pars:29,test_data:[5,67],test_fcgrad:43,test_gpuprofil:46,test_layergrad:43,test_list:[3,29,30,59,62],test_networkcompar:29,test_part_000:66,test_pass:[48,49,51,67],test_period:[48,49,51],test_predict:29,test_pydataprovid:29,test_pydataprovider2:29,test_pydataproviderwrapp:29,test_ratio:64,test_recurrent_machine_gener:29,test_recurrentgradientmachin:[29,38],test_swig_api:29,test_train:29,test_traineronepass:29,test_wait:[48,49],testa:16,testb:16,testbilinearfwdbwd:46,testconfig:43,tester:[64,67],testfcgrad:43,testfclay:43,testlayergrad:43,testq:16,testresult:15,testutil:43,text1:24,text:[3,8,10,13,16,58,62,66,67],text_conv:62,text_conv_pool:64,text_fil:[13,66],tflop:46,tgz:13,than:[7,8,9,10,17,22,29],thei:[16,17,21,24,46],them:[10,16,17,22,27,46,62,64],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,20,21,22,27,46,62,64,66],thing:3,think:16,third:[9,17],those:[17,65],thread:46,thread_local_rand_use_global_se:[48,49],threadid:51,threadloc:46,three:[8,9,17,27,60],threshold:[7,8,17,20,49],through:[9,17,20],throughput:46,thu:9,tier:53,time:[9,10,12,13,16,17,20,27,38,46,49,53,54,66],timelin:9,timeout:[17,20],timer:46,timestamp:[9,18],timestep:9,titl:[13,54,64],tls:23,tmp:3,to_your_paddle_clone_path:44,todo:[8,10,13,17,20],toend:9,togeth:[9,10,13,15],token:[8,9,16,41,66],too:13,tool:[44,54],top:[8,60],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,59],total:[8,15,17,27,46,53,67],total_pass:27,touch:66,tourist:67,track:[17,20,42],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,9,11,13,19,20,21,29,30,34,35,47,49,51,53,54,55,56,58,59,60,62,64,65,66,67],train_arg:54,train_args_dict:54,train_args_list:54,train_conf:[58,67],train_config_dir:54,train_data:67,train_i:35,train_list:[3,29,30,59,60,62],train_part_000:66,train_read:35,train_x:35,trainabl:9,trainer:[3,5,16,18,19,20,30,35,43,49,51,54,64,65,66,67],trainer_config:[2,3,5,30,47,53,54,62,64,66],trainer_config_help:[3,29,30,43,59,64],trainer_count:[29,48,49,51,53,54,64,65,66,67],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[49,54],trainer_mem:22,trainer_packag:22,trainerconfighelp:29,trainerid:54,trainerintern:[62,64,67],tran:43,transact:[17,20,66],transform:9,transform_param_attr:10,translat:[9,10,58,67],transpos:9,transposedfullmatrixproject:9,travel:3,travi:42,treat:[9,21],treatment:21,tree:[9,54],trg:67,trg_dict:41,trg_dict_path:41,trg_embed:41,trg_id:41,trg_ids_next:41,tricki:25,trn:62,truck:59,true_imag:27,true_label:27,true_read:27,truth:[8,9,67],tst:62,tune:[7,48],tupl:[9,13,15,27],ture:9,turn:[9,27,40],tutori:[53,54,55,56,58,67],tweet:66,twitter:66,two:[9,10,16,21,22,24,27,46,62],txt:[3,22,24,43,47,52,62,64,66],type:[3,8,9,10,12,13,16,17,20,22,23,24,25,26,27,30,35,38,43,51,53,60,62,64,65],type_nam:64,typedef:[21,25,26],typic:8,ubuntu:28,ubyt:27,uci:13,ufldl:9,uid:53,uint32:23,uint64:25,uint64_t:25,unawar:21,unconstrain:66,under:20,undeterminist:46,uniform:[7,9,13,19,27],uninstal:29,uniqu:[16,17,22],unique_ptr:43,unit:[9,10],unittest:[26,29],univ:67,unix:47,unk:[58,67],unk_idx:[62,65],unknown:9,unseg:9,unsup:66,unsupbow:66,until:[17,21,54],untrack:42,unus:64,updat:[7,9,17,20,21,23,42,47,51],update_equ:[15,35],updatecallback:43,upgrad:29,upload:[17,22,23],upstream:[29,42],url:[13,66],urls_neg:66,urls_po:66,urls_unsup:66,usag:[8,9,10,13,15,54,64],use:[7,8,9,10,12,13,15,16,17,42,46,54,60,62,64,65,66,67],use_global_stat:9,use_gpu:[5,29,35,48,49,51,53,54,59,60,62,64,65,66,67],use_jpeg:59,use_old_updat:[48,49],use_seq:[30,64],use_seq_or_not:64,used:[3,8,9,10,11,12,13,15,16,17,27,46,62,64,66],useful:[9,10],usegpu:43,user:[7,9,10,13,15,16,19,20,22,24,27,52,62,64],user_featur:64,user_head:64,user_id:[54,64],user_info:13,user_meta:64,user_nam:[19,64],usercert:19,userinfo:13,userkei:19,usernam:[19,42],uses:17,using:[7,9,10,13,16,17,20,21,22,24,27,34,65],usr:[29,31,32,34,47,49,54],usrdict:58,usrmodel:58,usual:[9,13,15,22,46],utc:63,util:[46,54,59,64],uuid:18,v28:9,valid:27,valu:[3,5,7,8,9,11,12,13,15,17,43,51,54,60,62,65],value1:49,value2:49,value_printer_evalu:8,value_rang:13,vanilla:41,variabl:[9,13,16,53],varianc:9,vector:[9,10,13,16,21,62,64],verb:13,verbos:24,veri:[9,12,20,59],version:[9,10,22,24,28,32,34,46,48,49],versu:16,vertic:9,vgg:[10,59],vgg_16_cifar:59,via:[17,27,34,42],view:9,vision:59,visipedia:59,visual:9,vocab:66,volum:[32,52,53,54],volumemount:[53,54],vutbr:13,wai:[9,10,16,21,67],wait:[11,17,21,54],wall:65,want:[3,9,10,16,22,27],warn:[9,24,29,54],warp:9,watch:17,wbia:60,wei:[65,66],weight:[8,9,10,11,43,60],weight_act:10,weightlist:43,weights_:43,weights_t:43,well:22,wether:9,what:[7,9,10,11,42,62],when:[3,7,8,9,13,15,17,20,21,22,24,46],where:[9,10,11,16,17],wherea:20,whether:[8,9,10,27,66],which:[8,9,10,11,13,16,17,19,20,21,22,27,62,64],whoever:21,whole:[3,8,13,25,26],whole_cont:64,whose:[9,13,17],why:[10,26,46],width:[8,9,13,25,27,43,67],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,52],wise:9,with_avx:[31,32,34,42],with_doc:31,with_dock:44,with_doubl:[31,34,43],with_dso:31,with_gpu:[31,32,34,42],with_predict_sdk:34,with_profil:46,with_python:[31,34],with_rdma:[31,34],with_style_check:[31,42],with_swig_pi:31,with_test:[31,32,42],with_tim:[31,34,46],within:[9,20],without:[8,9,17,21,27],wmt14:67,wmt14_data:67,wmt14_model:67,wmt_shrinked_data:13,woboq:32,won:38,wonder:3,word2vec:[22,29],word:[3,8,9,13,29,38,40,62,65],word_dict:[38,62,65],word_dim:[38,62],word_id:[3,29],word_idx:13,word_slot:65,word_vector:62,word_vector_dim:[9,41,58],words_freq_sort:13,work:[13,16,17,27,32,38,42,53,54],workspac:47,would:[15,17,27,65],wrapper:[10,46],write:[13,16,17,27,65],write_lock:18,writelin:30,writer:16,wrong:27,wsj:65,wuyi:52,www:[9,13,59,67],xarg:[29,32,43],xgbe0:49,xgbe1:49,xiaojun:66,xrang:[27,30,35,43],xxbow:66,xxx:[16,60,67],xxxx:18,y_i:9,y_predict:35,yaml:[53,54],yancey1989:22,yann:13,yapf:42,yeild:15,yield:[3,13,16,19,27,29,30,35,38,41,62,64,65],you:[3,7,9,10,22,34,60,66],your:[9,16,22,24,29],your_param_nam:29,your_repo:54,your_source_root:26,yuyang18:[10,13],zachari:66,zeng:66,zero:[7,9,11,13,17,49],zhou:[65,66],zip:[13,54,63],zoo:58},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","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","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":54,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":67,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":58,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":64,"\u4e0b\u8f7d\u6570\u636e":53,"\u4e0d\u4f7f\u7528":25,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":25,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":25,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4e2d\u6587\u5b57\u5178":58,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":58,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":58,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":58,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":46,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":46,"\u4ec5\u4ec5\u4f7f\u7528void":25,"\u4ecb\u7ecd":[58,60],"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4ee3\u7801\u8981\u6c42":42,"\u4efb\u52a1\u7b80\u4ecb":30,"\u4f18\u5316\u7b97\u6cd5":62,"\u4f7f\u7528":[42,53],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u4f7f\u7528\u6848\u4f8b":51,"\u4f7f\u7528\u6982\u8ff0":62,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":51,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":54,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":58,"\u4f7f\u7528\u8bf4\u660e":45,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":44,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":67,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":67,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":42,"\u4fee\u6539\u542f\u52a8\u811a\u672c":53,"\u4fee\u6539\u6587\u6863":44,"\u514b\u9686":42,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":26,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":46,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":43,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":47,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":41,"\u51c6\u5907\u6570\u636e":[30,64],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":54,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":47,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":29,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":29,"\u5206\u5272\u8bad\u7ec3":64,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":23,"\u5206\u652f\u89c4\u8303":28,"\u521b\u5efa\u672c\u5730\u5206\u652f":42,"\u521b\u5efajob":54,"\u521b\u5efapaddl":53,"\u5220\u9664\u672c\u5730\u5206\u652f":42,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":42,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":29,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":42,"\u5236\u4f5c\u955c\u50cf":54,"\u5236\u4f5cdocker\u955c\u50cf":53,"\u524d\u63d0\u6761\u4ef6":47,"\u52a0\u8f7dpaddlepaddl":35,"\u52a0\u901f\u6267\u884c":18,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":29,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u52a8\u6001\u6269\u5bb9":18,"\u5355\u5143\u6d4b\u8bd5":49,"\u5355\u53cc\u5c42rnn":38,"\u5377\u79ef\u6a21\u578b":62,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":59,"\u539f\u56e0":25,"\u539f\u56e0\u5217\u8868":25,"\u53c2\u6570\u4fe1\u606f":60,"\u53c2\u6570\u5185\u5b58":29,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":49,"\u53c2\u6570\u6982\u8ff0":48,"\u53c2\u6570\u8bfb\u53d6":60,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[23,66],"\u53c2\u8003\u8d44\u6599":46,"\u53cc\u5411lstm":66,"\u53cc\u5c42rnn":38,"\u53cc\u5c42rnn\u4ecb\u7ecd":40,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":40,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":34,"\u53ef\u9009\u529f\u80fd":58,"\u540d\u8bcd\u89e3\u91ca":23,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":62,"\u5411\u91cf":49,"\u542f\u52a8\u4efb\u52a1":54,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":47,"\u547d\u4ee4\u884c\u53c2\u6570":62,"\u548c":37,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":59,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":51,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":58,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":35,"\u57fa\u672c\u539f\u7406":40,"\u57fa\u672c\u8981\u6c42":25,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":44,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":29,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":29,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":29,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":29,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":29,"\u5982\u4f55\u66f4\u65b0www":44,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":44,"\u5982\u4f55\u8d21\u732e":44,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":42,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":46,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":29,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":38,"\u5b50\u5e8f\u5217\u95f4\u6709memori":38,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":64,"\u5b89\u88c5":[34,62],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":33,"\u5b89\u88c5\u6d41\u7a0b":33,"\u5b89\u88c5kubectl":52,"\u5b8c\u6574\u6559\u7a0b":61,"\u5b9e\u73b0":25,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":43,"\u5b9e\u73b0\u65b9\u5f0f":26,"\u5b9e\u73b0c":43,"\u5b9e\u73b0python\u5c01\u88c5":43,"\u5bfc\u51fac":25,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":51,"\u5c0f\u7ed3":3,"\u5de5\u5177":46,"\u5e38\u7528\u6a21\u578b":61,"\u5e76\u5b8c\u6210":42,"\u5efa\u7acb":42,"\u5f00\u53d1\u6807\u51c6":45,"\u5f00\u59cb\u5f00\u53d1":42,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":49,"\u5f15\u7528":65,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":62,"\u6027\u80fd\u4f18\u5316":45,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":46,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":46,"\u6027\u80fd\u8c03\u4f18":49,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":62,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":66,"\u6216\u8005\u662f":29,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":29,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":25,"\u63a5\u53e3":60,"\u63a8\u5bfc\u65b9\u7a0b":43,"\u63a8\u6d4b\u6267\u884c":18,"\u63d0\u4ea4":42,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":42,"\u63d0\u4ea4\u955c\u50cf":53,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":64,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":35,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":37,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6570\u636e\u51c6\u5907":[59,64,67],"\u6570\u636e\u63cf\u8ff0":65,"\u6570\u636e\u63d0\u4f9b":65,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":64,"\u6570\u636e\u652f\u6301":49,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":62,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":58,"\u6570\u636e\u96c6\u7279\u5f81":63,"\u6570\u636e\u9884\u5904\u7406":67,"\u6570\u6910\u4ecb\u7ecd":66,"\u6570\u6910\u51c6\u5907":66,"\u6574\u4f53\u65b9\u6848":54,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":23,"\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":67,"\u6587\u672c\u751f\u6210\u6559\u7a0b":67,"\u6587\u6863":[32,57],"\u65b0\u624b\u5165\u95e8":36,"\u65f6\u5e8f\u6a21\u578b":62,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":38,"\u65f6\u95f4\u6b65":38,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":26,"\u672c\u5730\u6d4b\u8bd5":51,"\u672c\u5730\u8bad\u7ec3":51,"\u672f\u8bed":18,"\u6784\u5efa\u548c\u6d4b\u8bd5":42,"\u67b6\u6784\u56fe":23,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":53,"\u67e5\u770b\u8f93\u51fa":54,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":23,"\u6848\u4f8b\u4e00":51,"\u6848\u4f8b\u4e8c":51,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":47,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":47,"\u6982\u5ff5\u89e3\u91ca":19,"\u6982\u8ff0":[37,40],"\u6a21\u5757":23,"\u6a21\u578b":60,"\u6a21\u578b\u4e0b\u8f7d":60,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":26,"\u6a21\u578b\u68c0\u9a8c":30,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":62,"\u6a21\u578b\u8bad\u7ec3":[59,67],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":64,"\u6a21\u578b\u914d\u7f6e":[38,45],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":38,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u6d4b\u8bd5":[49,65],"\u6d4b\u8bd5\u6587\u4ef6":64,"\u6d4b\u8bd5\u6a21\u578b":66,"\u7279\u5f81":65,"\u7279\u5f81\u63d0\u53d6":60,"\u751f\u6210\u5e8f\u5217":41,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":67,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":40,"\u751f\u6210sparse\u6587\u4ef6":23,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":23,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":63,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":67,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":66,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":63,"\u76ee\u5f55\u7ed3\u6784":26,"\u76ee\u6807":23,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":44,"\u76f8\u5173\u6982\u5ff5":40,"\u77e9\u9635":49,"\u793a\u4f8b1":38,"\u793a\u4f8b2":38,"\u793a\u4f8b3":38,"\u793a\u4f8b4":38,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":29,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":64,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":65,"\u7a00\u758f\u8bad\u7ec3":51,"\u7b26\u53f7":25,"\u7b80\u4ecb":[52,67],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":41,"\u7c7b":[25,43],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":35,"\u7ec3\u4e60":59,"\u7ec6\u8282\u63a2\u7a76":59,"\u7ec6\u8282\u63cf\u8ff0":49,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":47,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":30,"\u7f16\u5199yaml\u6587\u4ef6":53,"\u7f16\u8bd1\u6d41\u7a0b":33,"\u7f16\u8bd1\u9009\u9879":26,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":31,"\u7f29\u5bb9":18,"\u7f51\u7edc\u53ef\u89c6\u5316":60,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u80cc\u666f":25,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":49,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":23,"\u89c2\u6d4b\u8bcd\u5411\u91cf":58,"\u8bad\u7ec3":[49,64,65],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":64,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":29,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8bad\u7ec3\u6a21\u578b":[30,35,62,66],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":67,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":40,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":29,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":50,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":63,"\u8bcd\u5411\u91cf\u6a21\u578b":62,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":58,"\u8bcd\u6c47\u8868":38,"\u8be6\u7ec6\u6559\u7a0b":46,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":65,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":38,"\u8f6c\u6362\u5e93":19,"\u8f93\u5165":40,"\u8f93\u5165\u4e0d\u7b49\u957f":38,"\u8f93\u5165\u793a\u4f8b":40,"\u8f93\u51fa":40,"\u8f93\u51fa\u65e5\u5fd7":62,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u8fd0\u884c\u5bb9\u5668":53,"\u8fd0\u884cdocker":29,"\u8fd0\u884cpaddlepaddl":32,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":25,"\u8fdb\u884c\u8bad\u7ec3":[19,53],"\u8fdb\u9636\u6307\u5357":45,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":52,"\u901a\u7528":49,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":32,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":62,"\u9047\u5230":29,"\u90e8\u7f72kubernetes\u96c6\u7fa4":52,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":62,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":41,"\u914d\u7f6e\u7f51\u7edc":35,"\u914d\u7f6ekubectl":52,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":52,"\u94a9\u5b50":42,"\u9644\u5f55":62,"\u968f\u673a\u6570":49,"\u96c6\u7fa4\u8bad\u7ec3":51,"\u975e\u6cd5\u6307\u4ee4":29,"\u9884\u5904\u7406":59,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":67,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":67,"\u9884\u6d4b":[59,60,62,65,66],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":67,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":38,"beam_search\u7684\u751f\u6210":38,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":31,"bleu\u8bc4\u4f30":67,"book\u4e2d\u6240\u6709\u7ae0\u8282":28,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":31,"cmake\u6e90\u7801\u7f16\u8bd1":29,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":31,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":23,"float":29,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":51,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":46,"gpu\u955c\u50cf\u51fa\u73b0":29,"group\u6559\u7a0b":40,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":54,"kubernetes\u5355\u673a\u8bad\u7ec3":53,"meta\u6587\u4ef6":64,"meta\u914d\u7f6e\u6587\u4ef6":64,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":63,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":64,"org\u6587\u6863":44,"paddle\u52a8\u6001\u5e93\u4e2d":25,"paddle\u53d1\u884c\u89c4\u8303":28,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":28,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":25,"paddle\u7248\u672c\u53f7\u4e3a0":29,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":32,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":31,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":32,"pod\u95f4\u901a\u4fe1":54,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":60,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":29,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":62,"return":27,"rnn\u76f8\u5173\u6a21\u578b":39,"rnn\u914d\u7f6e":41,"so\u627e\u4e0d\u5230":34,"ubuntu\u90e8\u7f72paddlepaddl":34,Abs:6,The:21,Using:21,With:22,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,algorithm:17,api:[1,4,26],applic:4,argument:[24,27],async:49,attent:41,attribut:7,auc:8,avg:12,base:22,basepool:12,batch:27,batch_norm:9,batch_siz:27,beam_search:9,becaus:29,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:29,bilinear_interp:9,bla:31,block_expand:9,book:32,brelu:6,cach:3,capi:26,capi_priv:26,check:9,checkpoint:[17,18],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:21,clone:42,code:22,column_sum:8,commit:42,compos:27,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,26,29,37,46],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:29,creat:27,creation:20,creator:27,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:[29,31],cudnn:31,cudnnavg:12,cudnnmax:12,custom:27,dat:63,data:[9,13,17,27],datafeed:13,dataprovid:[4,49],dataset:[13,17,20],datatyp:13,decayedadagrad:11,decor:27,deploi:22,descript:24,design:[16,17,20,21,27],dictionari:27,dispatch:[17,20],distribut:[16,17,22],doc:[16,17,20,21,27],docker:22,dotmul_oper:9,dotmul_project:9,driver:29,dropout_lay:10,dylib:26,dynam:17,embed:9,entri:27,environ:22,eos:9,evalu:8,event:[15,16],exampl:[16,26],except:29,exp:6,expand:[9,37],faq:29,fault:17,first_seq:[9,37],fork:42,format:17,from:16,full_matrix_project:9,fulli:9,gate:41,get_output:9,gpu:49,gradient:21,gradient_print:8,group:9,gru:[10,49],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,25],how:27,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:29,imag:[9,10,22],imagenet:60,imdb:[13,66],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:27,infer:15,ingredi:16,ingress:23,init_hook:3,initi:21,input_typ:3,instruct:29,insuffici:29,interfac:[13,17,21,27],interpol:9,isn:27,issu:42,job:[17,22,53],join:9,kubernet:[22,52,53],lambda_cost:9,last_seq:[9,37],layer:[9,16],libcudart:34,libcudnn:34,libpaddle_capi_shar:26,libpaddle_capi_whol:26,librari:21,linear:6,linear_comb:9,linux_x86_64:29,list:[18,27],log:6,logic:20,lstm:[10,49,65,66],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:27,master:[17,20,22],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,38,40],messag:29,mini:27,minibatch:13,misc:10,mix:9,mnist:13,model:[4,14,16,21,41,60],momentum:11,movi:63,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:27,nce:9,need:27,network:[10,41],neural:41,nlp:[10,49],norm:9,nvprof:46,nvvp:46,object:17,onli:27,optim:[11,17,21],option:24,order:24,pad:9,paddl:[27,28],paddlejob:22,paddlepaddl:[16,44,57],parallel_nn:51,paramet:[7,15,16,17,21,22],partit:21,path:24,perform:49,persist:20,pfsclient:[23,24],pfsserver:23,platform:29,pnpair:8,point:29,pool:[9,12,37],power:9,pre:42,precision_recal:8,prefetch:27,print:8,process:[17,21,22],protocol:29,provid:[3,27],pull:42,push:42,python:[22,27],queue:[17,20],rank:8,rank_cost:9,rate:63,reader:[13,16,27],recoveri:17,recurr:[9,10,40,41],recurrent_group:9,refer:3,regular:21,reject:29,relu:6,repeat:9,request:42,reshap:9,resnet:60,retri:20,rmsprop:11,rnn:[38,49],rotat:9,runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,select:21,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:41,sequence_conv_pool:10,sequencesoftmax:6,server:[17,20,21,22],sgd:49,share:16,shuffl:27,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:27,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:21,spp:9,squar:6,squarerootn:12,stack:66,stanh:6,start:16,store:17,subcommond:24,submit:22,suffici:27,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:29,synopsi:24,tabl:26,table_project:9,take:27,tanh:6,task:[17,20],tensor:9,text_conv_pool:10,thi:29,todo:[18,19],toler:17,too:29,train:[15,16,17,22,27],trainer:[15,17,21,22],tran:9,trans_full_matrix_project:9,tune:49,uci_h:13,updat:16,usag:27,use:27,user:[17,63],util:8,value_print:8,version:29,vgg_16_network:10,warp_ctc:9,wheel:29,whl:29,why:27,wmt14:13,zoo:60}}) \ No newline at end of file