From 21744b9cdb24e0b050f0c5439e1fbf4ffe4c609d Mon Sep 17 00:00:00 2001
From: Travis CI <paddle-dev@baidu.com>
Date: Thu, 27 Apr 2017 06:37:41 +0000
Subject: [PATCH] Deploy to GitHub Pages:
 73ccaeb4a5c7baf40ed509d48409654300ebdce6

---
 .../howto/dev/contribute_to_paddle_cn.md.txt  | 249 ++++++++++++------
 .../howto/dev/contribute_to_paddle_cn.html    | 225 ++++++++++------
 develop/doc_cn/searchindex.js                 |   2 +-
 3 files changed, 316 insertions(+), 160 deletions(-)

diff --git a/develop/doc_cn/_sources/howto/dev/contribute_to_paddle_cn.md.txt b/develop/doc_cn/_sources/howto/dev/contribute_to_paddle_cn.md.txt
index ee1b3213ea..64227352c3 100644
--- a/develop/doc_cn/_sources/howto/dev/contribute_to_paddle_cn.md.txt
+++ b/develop/doc_cn/_sources/howto/dev/contribute_to_paddle_cn.md.txt
@@ -1,130 +1,219 @@
 # 如何贡献代码
 
 我们真诚地感谢您的贡献，欢迎通过 GitHub 的 fork 和 pull request 流程来提交代码。
- 
+
 ## 代码要求
-- 你的代码必须完全遵守 [doxygen](http://www.stack.nl/~dimitri/doxygen/) 的样式。
-- 确保编译器选项 WITH\_STYLE\_CHECK 已打开，并且编译能通过代码样式检查。
+- 代码注释请遵守 [Doxygen](http://www.stack.nl/~dimitri/doxygen/) 的样式。
+- 确保编译器选项 `WITH_STYLE_CHECK` 已打开，并且编译能通过代码样式检查。
 - 所有代码必须具有单元测试。
 - 通过所有单元测试。
 
 以下教程将指导您提交代码。
- 
 ## [Fork](https://help.github.com/articles/fork-a-repo/)
- 
-跳转到[PaddlePaddle](https://github.com/PaddlePaddle/Paddle) GitHub首页，然后单击 `Fork` 按钮。
+
+跳转到[PaddlePaddle](https://github.com/PaddlePaddle/Paddle) GitHub首页，然后单击 `Fork` 按钮，生成自己目录下的仓库，比如 <https://github.com/USERNAME/Paddle>。
 
 ## 克隆（Clone）
 
-Paddle 目前使用[git流分支模型](http://nvie.com/posts/a-successful-git-branching-model/)进行开发，测试，发行和维护。
-**develop** 是主分支，其他用户分支是特征分支（feature branches）。
+将远程仓库 clone 到本地：
+
+```bash
+➜  git clone https://github.com/USERNAME/Paddle
+➜  cd Paddle
+```
+
+
+## 创建本地分支
+
+Paddle 目前使用[Git流分支模型](http://nvie.com/posts/a-successful-git-branching-model/)进行开发，测试，发行和维护，具体请参考 [Paddle 分支规范](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/releasing_process.md#paddle-分支规范)。
 
-一旦你创建了一个fork，你可以使用你最喜欢的 git 客户端克隆你的仓库（repo）或只是直接在命令行输入：
+所有的 feature 和 bug fix 的开发工作都应该在一个新的分支上完成，一般从 `develop` 分支上创建新分支。
 
-```shell
-# 克隆 fork 到本地
-git clone --branch develop https://github.com/USERNAME/Paddle.git
+使用 `git checkout -b` 创建并切换到新分支。
+
+```bash
+➜  git checkout -b my-cool-stuff
 ```
-如果你的仓库不包含 **develop** 分支，你只需自己创建它。
 
-```shell
-git clone https://github.com/USERNAME/Paddle.git Paddle
-cd Paddle
-git checkout -b develop  # 创建 develop 分支
-git remote add upstream https://github.com/PaddlePaddle/Paddle.git  # 添加 upstream 到 baidu/Paddle
-git pull upstream develop  # 更新 upstream
+值得注意的是，在 checkout 之前，需要保持当前分支目录 clean，否则会把 untracked 的文件也带到新分支上，这可以通过 `git status` 查看。
+
+## 使用 `pre-commit` 钩子
+
+Paddle 开发人员使用 [pre-commit](http://pre-commit.com/) 工具来管理 Git 预提交钩子。 它可以帮助我们格式化源代码（C++，Python），在提交（commit）前自动检查一些基本事宜（如每个文件只有一个 EOL，Git 中不要添加大文件等）。
+
+`pre-commit`测试是 Travis-CI 中单元测试的一部分，不满足钩子的 PR 不能被提交到 Paddle，首先安装并在当前目录运行它：
+
+```bash
+➜  pip install pre-commit
+➜  pre-commit install
 ```
 
-然后你可以通过做一个本地开发分支开始开发
+Paddle 使用 `clang-format` 来调整 C/C++ 源代码格式，请确保 `clang-format` 版本在 3.8 以上。
 
-```shell
-git checkout -b MY_COOL_STUFF_BRANCH
+## 开始开发
+
+在本例中，我删除了 README.md 中的一行，并创建了一个新文件。
+
+通过 `git status` 查看当前状态，这会提示当前目录的一些变化，同时也可以通过 `git diff` 查看文件具体被修改的内容。
+
+```bash
+➜  git status
+On branch test
+Changes not staged for commit:
+  (use "git add <file>..." to update what will be committed)
+  (use "git checkout -- <file>..." to discard changes in working directory)
+
+	modified:   README.md
+
+Untracked files:
+  (use "git add <file>..." to include in what will be committed)
+
+	test
+
+no changes added to commit (use "git add" and/or "git commit -a")
 ```
 
-## 使用 `pre-commit` 钩子
+## 构建和测试
+
+编译 PaddlePaddle 的源码以及生成文档需要多种开发工具。为了方便大家，我们的标准开发流程是把这些工具都装进一个Docker image，称为*开发镜像*，通常名字是 `paddle:dev`。然后所有用 `cmake && make` 的地方（比如IDE配置里）都用 `docker run paddle:dev`来代替。
 
-Paddle 开发人员使用 [pre-commit](http://pre-commit.com/) 工具来管理git预提交钩子。 它可以帮助我们格式化源代码（cpp，python），在提交前检查一些基本事宜（每个文件只有一个 EOL 
-，git 中不要添加大文件）。 `pre-commit`测试是 Travis-CI 中单元测试的一部分，不满足钩子
-的 PR 不能提交代码到 Paddle。
+如要build这个开发镜像，在源码目录树的根目录中运行：
 
-你可以通过 `pip install pre-commit` 安装 [pre-commit](http://pre-commit.com/)，
-目前 Paddle 使用 `clang-format` 来调整C/C++源代码格式。请确保 clang-format 版本在3.8以上。
+```bash
+➜  docker build -t paddle:dev .
+```
 
-然后只需在 Paddle clone 目录中运行 `pre-commit install` 。当你
-提交你的代码时，pre-commit 钩子会检查本地代码是否存在
-不适合提交的东西，等等。
+随后可以用这个开发镜像开build PaddlePaddle的源码。比如如果要build一个不依赖GPU，但是支持AVX指令集，并且包括unit tests的PaddlePaddle，可以：
 
-## 提交（Commit）
+```bash
+➜  docker run -v $(pwd):/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_TEST=ON" paddle:dev
+```
 
-提交你的代码：
+这个过程除了编译PaddlePaddle为 `./build/libpaddle.so`，并且输出一个 `./build/paddle.deb`文件之外，还会输出一个 `build/Dockerfile`。我们只需要运行下面命令把编译好的PaddlePaddle打包成一个*生产镜像*（`paddle:prod`）：
 
-```shell
-# 显示工作树状态
-git status
-# 添加修改过的文件
-git add xx
-env EDITOR=vim git commit  # 你可以用 vim/nano/emacs 写下你的注释
+```bash
+➜  docker build -t paddle:prod -f build/Dockerfile .
 ```
-提交信息的第一行是标题，其他行可以添加一些细节（如果有必要的话）。
 
-## 保持 Fork 状态最新
+如果要运行所有的单元测试，可以用如下命令：
 
-在拉（pull）你的请求（request）之前，你应该从最新的 PaddlePaddle 同步代码。
-为此，你需要首先添加远程（remote）：
+```bash
+➜  docker run -it -v $(pwd):/paddle paddle:dev bash -c "cd /paddle/build && ctest"
+```
 
-```shell
-# 观察当前远程仓库配置
-git remote -v
-# 添加上游（upstream）仓库
-git remote add upstream https://github.com/PaddlePaddle/Paddle.git
-# 验证新的 upstream
-git remote -v
+关于构建和测试的更多信息，请参见[这篇文档](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/getstarted/build_and_install/docker_install_cn.rst)。
+
+## 提交（commit）
+
+接下来我们取消对 README.md 文件的改变，然后提交新添加的 test 文件。
+
+```bash
+➜  git checkout -- README.md
+➜  git status
+On branch test
+Untracked files:
+  (use "git add <file>..." to include in what will be committed)
+
+	test
+
+nothing added to commit but untracked files present (use "git add" to track)
+➜  git add test
+```
+
+Git 每次提交代码，都需要写提交说明，这可以让其他人知道这次提交做了哪些改变，这可以通过`git commit` 完成。
+
+```bash
+➜  git commit
+CRLF end-lines remover...............................(no files to check)Skipped
+yapf.................................................(no files to check)Skipped
+Check for added large files..............................................Passed
+Check for merge conflicts................................................Passed
+Check for broken symlinks................................................Passed
+Detect Private Key...................................(no files to check)Skipped
+Fix End of Files.....................................(no files to check)Skipped
+clang-formater.......................................(no files to check)Skipped
+[my-cool-stuff c703c041] add test file
+ 1 file changed, 0 insertions(+), 0 deletions(-)
+ create mode 100644 233
+```
+
+## 保持本地仓库最新
+
+在准备发起 Pull Request 之前，需要同步原仓库（<https://github.com/PaddlePaddle/Paddle>）最新的代码。
+
+首先通过 `git remote` 查看当前远程仓库的名字。
+
+```bash
+➜  git remote
+origin
+➜  git remote -v
+origin	https://github.com/USERNAME/Paddle (fetch)
+origin	https://github.com/USERNAME/Paddle (push)
 ```
 
-用最新的 upstream 更新你的 fork：
+这里 origin 是我们 clone 的远程仓库的名字，也就是自己用户名下的 Paddle，接下来我们创建一个原始 Paddle 仓库的远程主机，命名为 upstream。
 
-```shell
-git pull --rebase upstream develop
+```bash
+➜  git remote add upstream https://github.com/PaddlePaddle/Paddle
+➜  git remote
+origin
+upstream
 ```
-如果本地没有提交，git 将简单地执行快进。但是，如果你一直在做一些改变（绝大多数情况下不应该），你可能要处理冲突。
 
-现在，你的本地主分支与上游修改的一致并是最新的。
+获取 upstream 的最新代码并更新当前分支。
 
-## 推送（Push）到 GitHub
+```bash
+➜  git fetch upstream
+➜  git pull upstream develop
+```
+
+## Push 到远程仓库
+
+将本地的修改推送到 GitHub 上，也就是 https://github.com/USERNAME/Paddle。
 
-```shell
-# 在 GitHub 上 push 你的仓库
-git push -u origin MY_COOL_STUFF_BRANCH  # 创建远程分支 MY_COOL_STUFF_BRANCH 到 origin.
+```bash
+# 推送到远程仓库 origin 的 my-cool-stuff 分支上
+➜  git push origin my-cool-stuff
 ```
 
-## 拉取请求（Pull Request）
+## 建立 Issue 并完成 Pull Request
+
+建立一个 Issue 描述问题，并记录它的编号。
+
+切换到所建分支，然后点击 `New pull request`。
+
+<img width="295" alt="screen shot 2017-04-26 at 9 09 28 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436054/a6d98c66-2ac4-11e7-9cb1-18dd13150230.png">
 
-转到 GitHub上 你 fork 的页面，选择你的开发分支并单击 **pull request 按钮**。
+选择目标分支：
 
-## 使用最新版本更新你的 pull 请求
+<img width="750" alt="screen shot 2017-04-26 at 9 11 52 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436139/f83b1e6c-2ac4-11e7-8c0e-add499023c46.png">
 
-在代码审查（code review）期间，由于 baidu/Paddle 中新的提交导致你的 pull 请求可能会失效。如果没有冲突，GitHub允许自动更新。 你可以点击 pull request 页面中的“更新分支（Update Branch）”按钮。 但是如果存在代码冲突，你需要手动进行更新。你需要在本地仓库执行如下命令：
+在 PR 的描述说明中，填写 `solve #Issue编号` 可以在这个 PR 被 merge 后，自动关闭对应的 Issue，具体请见 <https://help.github.com/articles/closing-issues-via-commit-messages/>。
 
-```shell
-git checkout MY_COOL_STUFF_BRANCH
-git pull upstream develop
-# 你可能需要根据git提示解决冲突
-# 创建并测试你的代码
-git push origin MY_COOL_STUFF_BRANCH
+接下来等待 review，如果有需要修改的地方，参照上述步骤更新 origin 中的对应分支即可。
+
+## 删除远程分支
+
+在 PR 被 merge 进主仓库后，我们可以在 PR 的页面删除远程仓库的分支。
+
+<img width="775" alt="screen shot 2017-04-26 at 9 18 24 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436457/e4cdd472-2ac5-11e7-9272-badc76c4a23e.png">
+
+也可以使用 `git push origin :分支名` 删除远程分支，如：
+
+```bash
+➜  git push origin :my-cool-stuff
 ```
-现在你的 Pull Request 是最新的了。
 
-## 修改你的 pull request
+## 删除本地分支
 
-当根据审阅者的意见修改 pull 请求时，请使用“git commit”而不是“git commit --amend”来提交更改，以便审阅者可以看到新的请求和旧的请求之间的区别。
+最后，删除本地分支。
 
-可能的命令是
+```bash
+# 切换到 develop 分支
+➜  git checkout develop 
 
-```shell
-git checkout MY_COOL_STUFF_BRANCH
-git pull upstream develop   # 将本地更新到最新的代码库
-# 可能会发生一些冲突
-# 开始开发吧！
-env EDITOR=vim git commit  # 添加修改日志
-git push origin MY_COOL_STUFF_BRANCH
+# 删除 my-cool-stuff 分支
+➜  git branch -D my-cool-stuff
 ```
+
+至此，我们就完成了一次代码贡献的过程。
diff --git a/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html b/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html
index a50f12ec3c..06cd7f8d6d 100644
--- a/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html
+++ b/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html
@@ -183,13 +183,16 @@
 <li><a class="reference internal" href="#">代码要求</a></li>
 <li><a class="reference internal" href="#fork">Fork</a></li>
 <li><a class="reference internal" href="#clone">克隆（Clone）</a></li>
+<li><a class="reference internal" href="#">创建本地分支</a></li>
 <li><a class="reference internal" href="#pre-commit">使用 <code class="docutils literal"><span class="pre">pre-commit</span></code> 钩子</a></li>
-<li><a class="reference internal" href="#commit">提交（Commit）</a></li>
-<li><a class="reference internal" href="#fork">保持 Fork 状态最新</a></li>
-<li><a class="reference internal" href="#push-github">推送（Push）到 GitHub</a></li>
-<li><a class="reference internal" href="#pull-request">拉取请求（Pull Request）</a></li>
-<li><a class="reference internal" href="#pull">使用最新版本更新你的 pull 请求</a></li>
-<li><a class="reference internal" href="#pull-request">修改你的 pull request</a></li>
+<li><a class="reference internal" href="#">开始开发</a></li>
+<li><a class="reference internal" href="#">构建和测试</a></li>
+<li><a class="reference internal" href="#commit">提交（commit）</a></li>
+<li><a class="reference internal" href="#">保持本地仓库最新</a></li>
+<li><a class="reference internal" href="#push">Push 到远程仓库</a></li>
+<li><a class="reference internal" href="#issue-pull-request">建立 Issue 并完成 Pull Request</a></li>
+<li><a class="reference internal" href="#">删除远程分支</a></li>
+<li><a class="reference internal" href="#">删除本地分支</a></li>
 </ul>
 </li>
 </ul>
@@ -227,8 +230,8 @@
 <div class="section" id="">
 <span id="id2"></span><h2>代码要求<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
 <ul class="simple">
-<li>你的代码必须完全遵守 <a class="reference external" href="http://www.stack.nl/~dimitri/doxygen/">doxygen</a> 的样式。</li>
-<li>确保编译器选项 WITH_STYLE_CHECK 已打开，并且编译能通过代码样式检查。</li>
+<li>代码注释请遵守 <a class="reference external" href="http://www.stack.nl/~dimitri/doxygen/">Doxygen</a> 的样式。</li>
+<li>确保编译器选项 <code class="docutils literal"><span class="pre">WITH_STYLE_CHECK</span></code> 已打开，并且编译能通过代码样式检查。</li>
 <li>所有代码必须具有单元测试。</li>
 <li>通过所有单元测试。</li>
 </ul>
@@ -236,107 +239,171 @@
 </div>
 <div class="section" id="fork">
 <span id="fork"></span><h2><a class="reference external" href="https://help.github.com/articles/fork-a-repo/">Fork</a><a class="headerlink" href="#fork" title="永久链接至标题">¶</a></h2>
-<p>跳转到<a class="reference external" href="https://github.com/PaddlePaddle/Paddle">PaddlePaddle</a> GitHub首页，然后单击 <code class="docutils literal"><span class="pre">Fork</span></code> 按钮。</p>
+<p>跳转到<a class="reference external" href="https://github.com/PaddlePaddle/Paddle">PaddlePaddle</a> GitHub首页，然后单击 <code class="docutils literal"><span class="pre">Fork</span></code> 按钮，生成自己目录下的仓库，比如 <a class="reference external" href="https://github.com/USERNAME/Paddle">https://github.com/USERNAME/Paddle</a>。</p>
 </div>
 <div class="section" id="clone">
 <span id="clone"></span><h2>克隆（Clone）<a class="headerlink" href="#clone" title="永久链接至标题">¶</a></h2>
-<p>Paddle 目前使用<a class="reference external" href="http://nvie.com/posts/a-successful-git-branching-model/">git流分支模型</a>进行开发，测试，发行和维护。
-<strong>develop</strong> 是主分支，其他用户分支是特征分支（feature branches）。</p>
-<p>一旦你创建了一个fork，你可以使用你最喜欢的 git 客户端克隆你的仓库（repo）或只是直接在命令行输入：</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span><span class="c1"># 克隆 fork 到本地</span>
-git clone --branch develop https://github.com/USERNAME/Paddle.git
+<p>将远程仓库 clone 到本地：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git clone https://github.com/USERNAME/Paddle
+➜  <span class="nb">cd</span> Paddle
 </pre></div>
 </div>
-<p>如果你的仓库不包含 <strong>develop</strong> 分支，你只需自己创建它。</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>git clone https://github.com/USERNAME/Paddle.git Paddle
-<span class="nb">cd</span> Paddle
-git checkout -b develop  <span class="c1"># 创建 develop 分支</span>
-git remote add upstream https://github.com/PaddlePaddle/Paddle.git  <span class="c1"># 添加 upstream 到 baidu/Paddle</span>
-git pull upstream develop  <span class="c1"># 更新 upstream</span>
-</pre></div>
 </div>
-<p>然后你可以通过做一个本地开发分支开始开发</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>git checkout -b MY_COOL_STUFF_BRANCH
+<div class="section" id="">
+<span id="id3"></span><h2>创建本地分支<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>Paddle 目前使用<a class="reference external" href="http://nvie.com/posts/a-successful-git-branching-model/">Git流分支模型</a>进行开发，测试，发行和维护，具体请参考 <a class="reference external" href="https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/releasing_process.md#paddle-分支规范">Paddle 分支规范</a>。</p>
+<p>所有的 feature 和 bug fix 的开发工作都应该在一个新的分支上完成，一般从 <code class="docutils literal"><span class="pre">develop</span></code> 分支上创建新分支。</p>
+<p>使用 <code class="docutils literal"><span class="pre">git</span> <span class="pre">checkout</span> <span class="pre">-b</span></code> 创建并切换到新分支。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git checkout -b my-cool-stuff
 </pre></div>
 </div>
+<p>值得注意的是，在 checkout 之前，需要保持当前分支目录 clean，否则会把 untracked 的文件也带到新分支上，这可以通过 <code class="docutils literal"><span class="pre">git</span> <span class="pre">status</span></code> 查看。</p>
 </div>
 <div class="section" id="pre-commit">
 <span id="pre-commit"></span><h2>使用 <code class="docutils literal"><span class="pre">pre-commit</span></code> 钩子<a class="headerlink" href="#pre-commit" title="永久链接至标题">¶</a></h2>
-<p>Paddle 开发人员使用 <a class="reference external" href="http://pre-commit.com/">pre-commit</a> 工具来管理git预提交钩子。 它可以帮助我们格式化源代码（cpp，python），在提交前检查一些基本事宜（每个文件只有一个 EOL
-，git 中不要添加大文件）。 <code class="docutils literal"><span class="pre">pre-commit</span></code>测试是 Travis-CI 中单元测试的一部分，不满足钩子
-的 PR 不能提交代码到 Paddle。</p>
-<p>你可以通过 <code class="docutils literal"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">pre-commit</span></code> 安装 <a class="reference external" href="http://pre-commit.com/">pre-commit</a>，
-目前 Paddle 使用 <code class="docutils literal"><span class="pre">clang-format</span></code> 来调整C/C++源代码格式。请确保 clang-format 版本在3.8以上。</p>
-<p>然后只需在 Paddle clone 目录中运行 <code class="docutils literal"><span class="pre">pre-commit</span> <span class="pre">install</span></code> 。当你
-提交你的代码时，pre-commit 钩子会检查本地代码是否存在
-不适合提交的东西，等等。</p>
+<p>Paddle 开发人员使用 <a class="reference external" href="http://pre-commit.com/">pre-commit</a> 工具来管理 Git 预提交钩子。 它可以帮助我们格式化源代码（C++，Python），在提交（commit）前自动检查一些基本事宜（如每个文件只有一个 EOL，Git 中不要添加大文件等）。</p>
+<p><code class="docutils literal"><span class="pre">pre-commit</span></code>测试是 Travis-CI 中单元测试的一部分，不满足钩子的 PR 不能被提交到 Paddle，首先安装并在当前目录运行它：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  pip install pre-commit
+➜  pre-commit install
+</pre></div>
+</div>
+<p>Paddle 使用 <code class="docutils literal"><span class="pre">clang-format</span></code> 来调整 C/C++ 源代码格式，请确保 <code class="docutils literal"><span class="pre">clang-format</span></code> 版本在 3.8 以上。</p>
+</div>
+<div class="section" id="">
+<span id="id4"></span><h2>开始开发<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>在本例中，我删除了 README.md 中的一行，并创建了一个新文件。</p>
+<p>通过 <code class="docutils literal"><span class="pre">git</span> <span class="pre">status</span></code> 查看当前状态，这会提示当前目录的一些变化，同时也可以通过 <code class="docutils literal"><span class="pre">git</span> <span class="pre">diff</span></code> 查看文件具体被修改的内容。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git status
+On branch <span class="nb">test</span>
+Changes not staged <span class="k">for</span> commit:
+  <span class="o">(</span>use <span class="s2">&quot;git add &lt;file&gt;...&quot;</span> to update what will be committed<span class="o">)</span>
+  <span class="o">(</span>use <span class="s2">&quot;git checkout -- &lt;file&gt;...&quot;</span> to discard changes in working directory<span class="o">)</span>
+
+    modified:   README.md
+
+Untracked files:
+  <span class="o">(</span>use <span class="s2">&quot;git add &lt;file&gt;...&quot;</span> to include in what will be committed<span class="o">)</span>
+
+    <span class="nb">test</span>
+
+no changes added to commit <span class="o">(</span>use <span class="s2">&quot;git add&quot;</span> and/or <span class="s2">&quot;git commit -a&quot;</span><span class="o">)</span>
+</pre></div>
+</div>
+</div>
+<div class="section" id="">
+<span id="id5"></span><h2>构建和测试<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>编译 PaddlePaddle 的源码以及生成文档需要多种开发工具。为了方便大家，我们的标准开发流程是把这些工具都装进一个Docker image，称为<em>开发镜像</em>，通常名字是 <code class="docutils literal"><span class="pre">paddle:dev</span></code>。然后所有用 <code class="docutils literal"><span class="pre">cmake</span> <span class="pre">&amp;&amp;</span> <span class="pre">make</span></code> 的地方（比如IDE配置里）都用 <code class="docutils literal"><span class="pre">docker</span> <span class="pre">run</span> <span class="pre">paddle:dev</span></code>来代替。</p>
+<p>如要build这个开发镜像，在源码目录树的根目录中运行：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  docker build -t paddle:dev .
+</pre></div>
+</div>
+<p>随后可以用这个开发镜像开build PaddlePaddle的源码。比如如果要build一个不依赖GPU，但是支持AVX指令集，并且包括unit tests的PaddlePaddle，可以：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  docker run -v <span class="k">$(</span><span class="nb">pwd</span><span class="k">)</span>:/paddle -e <span class="s2">&quot;WITH_GPU=OFF&quot;</span> -e <span class="s2">&quot;WITH_AVX=ON&quot;</span> -e <span class="s2">&quot;WITH_TEST=ON&quot;</span> paddle:dev
+</pre></div>
+</div>
+<p>这个过程除了编译PaddlePaddle为 <code class="docutils literal"><span class="pre">./build/libpaddle.so</span></code>，并且输出一个 <code class="docutils literal"><span class="pre">./build/paddle.deb</span></code>文件之外，还会输出一个 <code class="docutils literal"><span class="pre">build/Dockerfile</span></code>。我们只需要运行下面命令把编译好的PaddlePaddle打包成一个<em>生产镜像</em>（<code class="docutils literal"><span class="pre">paddle:prod</span></code>）：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  docker build -t paddle:prod -f build/Dockerfile .
+</pre></div>
+</div>
+<p>如果要运行所有的单元测试，可以用如下命令：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  docker run -it -v <span class="k">$(</span><span class="nb">pwd</span><span class="k">)</span>:/paddle paddle:dev bash -c <span class="s2">&quot;cd /paddle/build &amp;&amp; ctest&quot;</span>
+</pre></div>
+</div>
+<p>关于构建和测试的更多信息，请参见<a class="reference external" href="https://github.com/PaddlePaddle/Paddle/blob/develop/doc/getstarted/build_and_install/docker_install_cn.rst">这篇文档</a>。</p>
 </div>
 <div class="section" id="commit">
-<span id="commit"></span><h2>提交（Commit）<a class="headerlink" href="#commit" title="永久链接至标题">¶</a></h2>
-<p>提交你的代码：</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span><span class="c1"># 显示工作树状态</span>
-git status
-<span class="c1"># 添加修改过的文件</span>
-git add xx
-env <span class="nv">EDITOR</span><span class="o">=</span>vim git commit  <span class="c1"># 你可以用 vim/nano/emacs 写下你的注释</span>
+<span id="commit"></span><h2>提交（commit）<a class="headerlink" href="#commit" title="永久链接至标题">¶</a></h2>
+<p>接下来我们取消对 README.md 文件的改变，然后提交新添加的 test 文件。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git checkout -- README.md
+➜  git status
+On branch <span class="nb">test</span>
+Untracked files:
+  <span class="o">(</span>use <span class="s2">&quot;git add &lt;file&gt;...&quot;</span> to include in what will be committed<span class="o">)</span>
+
+    <span class="nb">test</span>
+
+nothing added to commit but untracked files present <span class="o">(</span>use <span class="s2">&quot;git add&quot;</span> to track<span class="o">)</span>
+➜  git add <span class="nb">test</span>
 </pre></div>
 </div>
-<p>提交信息的第一行是标题，其他行可以添加一些细节（如果有必要的话）。</p>
+<p>Git 每次提交代码，都需要写提交说明，这可以让其他人知道这次提交做了哪些改变，这可以通过<code class="docutils literal"><span class="pre">git</span> <span class="pre">commit</span></code> 完成。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git commit
+CRLF end-lines remover...............................<span class="o">(</span>no files to check<span class="o">)</span>Skipped
+yapf.................................................<span class="o">(</span>no files to check<span class="o">)</span>Skipped
+Check <span class="k">for</span> added large files..............................................Passed
+Check <span class="k">for</span> merge conflicts................................................Passed
+Check <span class="k">for</span> broken symlinks................................................Passed
+Detect Private Key...................................<span class="o">(</span>no files to check<span class="o">)</span>Skipped
+Fix End of Files.....................................<span class="o">(</span>no files to check<span class="o">)</span>Skipped
+clang-formater.......................................<span class="o">(</span>no files to check<span class="o">)</span>Skipped
+<span class="o">[</span>my-cool-stuff c703c041<span class="o">]</span> add <span class="nb">test</span> file
+ <span class="m">1</span> file changed, <span class="m">0</span> insertions<span class="o">(</span>+<span class="o">)</span>, <span class="m">0</span> deletions<span class="o">(</span>-<span class="o">)</span>
+ create mode <span class="m">100644</span> <span class="m">233</span>
+</pre></div>
 </div>
-<div class="section" id="fork">
-<span id="id3"></span><h2>保持 Fork 状态最新<a class="headerlink" href="#fork" title="永久链接至标题">¶</a></h2>
-<p>在拉（pull）你的请求（request）之前，你应该从最新的 PaddlePaddle 同步代码。
-为此，你需要首先添加远程（remote）：</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span><span class="c1"># 观察当前远程仓库配置</span>
-git remote -v
-<span class="c1"># 添加上游（upstream）仓库</span>
-git remote add upstream https://github.com/PaddlePaddle/Paddle.git
-<span class="c1"># 验证新的 upstream</span>
-git remote -v
+</div>
+<div class="section" id="">
+<span id="id6"></span><h2>保持本地仓库最新<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>在准备发起 Pull Request 之前，需要同步原仓库（<a class="reference external" href="https://github.com/PaddlePaddle/Paddle">https://github.com/PaddlePaddle/Paddle</a>）最新的代码。</p>
+<p>首先通过 <code class="docutils literal"><span class="pre">git</span> <span class="pre">remote</span></code> 查看当前远程仓库的名字。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git remote
+origin
+➜  git remote -v
+origin  https://github.com/USERNAME/Paddle <span class="o">(</span>fetch<span class="o">)</span>
+origin  https://github.com/USERNAME/Paddle <span class="o">(</span>push<span class="o">)</span>
+</pre></div>
+</div>
+<p>这里 origin 是我们 clone 的远程仓库的名字，也就是自己用户名下的 Paddle，接下来我们创建一个原始 Paddle 仓库的远程主机，命名为 upstream。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git remote add upstream https://github.com/PaddlePaddle/Paddle
+➜  git remote
+origin
+upstream
 </pre></div>
 </div>
-<p>用最新的 upstream 更新你的 fork：</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>git pull --rebase upstream develop
+<p>获取 upstream 的最新代码并更新当前分支。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git fetch upstream
+➜  git pull upstream develop
 </pre></div>
 </div>
-<p>如果本地没有提交，git 将简单地执行快进。但是，如果你一直在做一些改变（绝大多数情况下不应该），你可能要处理冲突。</p>
-<p>现在，你的本地主分支与上游修改的一致并是最新的。</p>
 </div>
-<div class="section" id="push-github">
-<span id="push-github"></span><h2>推送（Push）到 GitHub<a class="headerlink" href="#push-github" title="永久链接至标题">¶</a></h2>
-<div class="highlight-shell"><div class="highlight"><pre><span></span><span class="c1"># 在 GitHub 上 push 你的仓库</span>
-git push -u origin MY_COOL_STUFF_BRANCH  <span class="c1"># 创建远程分支 MY_COOL_STUFF_BRANCH 到 origin.</span>
+<div class="section" id="push">
+<span id="push"></span><h2>Push 到远程仓库<a class="headerlink" href="#push" title="永久链接至标题">¶</a></h2>
+<p>将本地的修改推送到 GitHub 上，也就是 https://github.com/USERNAME/Paddle。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span><span class="c1"># 推送到远程仓库 origin 的 my-cool-stuff 分支上</span>
+➜  git push origin my-cool-stuff
 </pre></div>
 </div>
 </div>
-<div class="section" id="pull-request">
-<span id="pull-request"></span><h2>拉取请求（Pull Request）<a class="headerlink" href="#pull-request" title="永久链接至标题">¶</a></h2>
-<p>转到 GitHub上 你 fork 的页面，选择你的开发分支并单击 <strong>pull request 按钮</strong>。</p>
+<div class="section" id="issue-pull-request">
+<span id="issue-pull-request"></span><h2>建立 Issue 并完成 Pull Request<a class="headerlink" href="#issue-pull-request" title="永久链接至标题">¶</a></h2>
+<p>建立一个 Issue 描述问题，并记录它的编号。</p>
+<p>切换到所建分支，然后点击 <code class="docutils literal"><span class="pre">New</span> <span class="pre">pull</span> <span class="pre">request</span></code>。</p>
+<p><img width="295" alt="screen shot 2017-04-26 at 9 09 28 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436054/a6d98c66-2ac4-11e7-9cb1-18dd13150230.png"></p>
+<p>选择目标分支：</p>
+<p><img width="750" alt="screen shot 2017-04-26 at 9 11 52 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436139/f83b1e6c-2ac4-11e7-8c0e-add499023c46.png"></p>
+<p>在 PR 的描述说明中，填写 <code class="docutils literal"><span class="pre">solve</span> <span class="pre">#Issue编号</span></code> 可以在这个 PR 被 merge 后，自动关闭对应的 Issue，具体请见 <a class="reference external" href="https://help.github.com/articles/closing-issues-via-commit-messages/">https://help.github.com/articles/closing-issues-via-commit-messages/</a>。</p>
+<p>接下来等待 review，如果有需要修改的地方，参照上述步骤更新 origin 中的对应分支即可。</p>
 </div>
-<div class="section" id="pull">
-<span id="pull"></span><h2>使用最新版本更新你的 pull 请求<a class="headerlink" href="#pull" title="永久链接至标题">¶</a></h2>
-<p>在代码审查（code review）期间，由于 baidu/Paddle 中新的提交导致你的 pull 请求可能会失效。如果没有冲突，GitHub允许自动更新。 你可以点击 pull request 页面中的“更新分支（Update Branch）”按钮。 但是如果存在代码冲突，你需要手动进行更新。你需要在本地仓库执行如下命令：</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>git checkout MY_COOL_STUFF_BRANCH
-git pull upstream develop
-<span class="c1"># 你可能需要根据git提示解决冲突</span>
-<span class="c1"># 创建并测试你的代码</span>
-git push origin MY_COOL_STUFF_BRANCH
+<div class="section" id="">
+<span id="id7"></span><h2>删除远程分支<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>在 PR 被 merge 进主仓库后，我们可以在 PR 的页面删除远程仓库的分支。</p>
+<p><img width="775" alt="screen shot 2017-04-26 at 9 18 24 pm" src="https://cloud.githubusercontent.com/assets/11692045/25436457/e4cdd472-2ac5-11e7-9272-badc76c4a23e.png"></p>
+<p>也可以使用 <code class="docutils literal"><span class="pre">git</span> <span class="pre">push</span> <span class="pre">origin</span> <span class="pre">:分支名</span></code> 删除远程分支，如：</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>➜  git push origin :my-cool-stuff
 </pre></div>
 </div>
-<p>现在你的 Pull Request 是最新的了。</p>
 </div>
-<div class="section" id="pull-request">
-<span id="id4"></span><h2>修改你的 pull request<a class="headerlink" href="#pull-request" title="永久链接至标题">¶</a></h2>
-<p>当根据审阅者的意见修改 pull 请求时，请使用“git commit”而不是“git commit &#8211;amend”来提交更改，以便审阅者可以看到新的请求和旧的请求之间的区别。</p>
-<p>可能的命令是</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>git checkout MY_COOL_STUFF_BRANCH
-git pull upstream develop   <span class="c1"># 将本地更新到最新的代码库</span>
-<span class="c1"># 可能会发生一些冲突</span>
-<span class="c1"># 开始开发吧！</span>
-env <span class="nv">EDITOR</span><span class="o">=</span>vim git commit  <span class="c1"># 添加修改日志</span>
-git push origin MY_COOL_STUFF_BRANCH
+<div class="section" id="">
+<span id="id8"></span><h2>删除本地分支<a class="headerlink" href="#" title="永久链接至标题">¶</a></h2>
+<p>最后，删除本地分支。</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span><span class="c1"># 切换到 develop 分支</span>
+➜  git checkout develop 
+
+<span class="c1"># 删除 my-cool-stuff 分支</span>
+➜  git branch -D my-cool-stuff
 </pre></div>
 </div>
+<p>至此，我们就完成了一次代码贡献的过程。</p>
 </div>
 </div>
 
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index 86638c169b..5987387132 100644
--- a/develop/doc_cn/searchindex.js
+++ b/develop/doc_cn/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","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/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/concepts/use_concepts_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.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/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/concepts/use_concepts_cn.rst","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{"paddle.trainer_config_helpers":{attrs:[7,0,0,"-"],data_sources:[8,0,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,1,1,""],ExtraLayerAttribute:[7,2,1,""],ParamAttr:[7,1,1,""],ParameterAttribute:[7,2,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,3,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,4,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","attribute","Python \u5c5e\u6027"],"2":["py","class","Python \u7c7b"],"3":["py","method","Python \u65b9\u6cd5"],"4":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:attribute","2":"py:class","3":"py:method","4":"py:function"},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":69,"0005\u4e58\u4ee5batch":61,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":68,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":68,"000\u4e2atxt\u6587\u4ef6":68,"000\u4f4d\u7528\u6237\u5bf94":65,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":62,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":65,"000\u90e8\u7535\u5f71\u76841":65,"00186201e":5,"00m":47,"02595v1":[10,16],"03m":47,"0424m":47,"0473v3":[11,17],"05d":61,"0630u":47,"06u":47,"0810u":47,"08823112e":5,"0957m":47,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":50,"0\u5c42\u5e8f\u5217":38,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":68,"0ab":[10,16],"0b1":36,"0rc1":[30,34],"0rc2":30,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":61,"10007_10":68,"10014_7":68,"100m":31,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":62,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":62,"101\u5c42\u7f51\u7edc\u6a21\u578b":62,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":61,"10\u6570\u636e\u96c6":61,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":61,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":61,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":61,"1150u":47,"11\u5b9e\u73b0\u4e86c":28,"11e6":55,"12194102e":5,"124n":47,"128\u7ef4\u548c256\u7ef4":60,"13m":55,"1490u":47,"14\u6570\u636e\u96c6":69,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":69,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":52,"152\u5c42\u7f51\u7edc\u6a21\u578b":62,"15501715e":5,"1550u":47,"15\u884c":39,"1636k":69,"16u":47,"173m":62,"173n":47,"1770u":47,"18\u5c81\u4ee5\u4e0b":65,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":55,"197u":47,"1\u7684\u5c42\u4e4b\u5916":52,"1\u7a00\u758f\u6570\u636e":44,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":52,"1\u9664\u4ee5batch":61,"1m\u6570\u636e\u96c6\u4e2d":66,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":66,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":61,"210u":47,"211839e770f7b538e2d8":[11,17],"215n":47,"228u":47,"234m":62,"24\u5c81":65,"2520u":47,"25639710e":5,"25k":64,"2680u":47,"26\u884c":39,"27787406e":5,"279n":47,"27m":47,"285m":47,"2863m":47,"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":47,"2977m":47,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":69,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":31,"2\u4e2a\u6d6e\u70b9\u6570":32,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":56,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":52,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":56,"2nd":[10,16],"302n":47,"30u":47,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":60,"32777140e":5,"328n":47,"32\u7ef4":60,"32u":47,"32x32":20,"331n":47,"3320u":47,"34\u5c81":65,"35\u65f6":69,"36540484e":5,"36u":47,"3710m":47,"3768m":47,"387u":47,"38u":47,"3920u":47,"39u":47,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":69,"3\u53f7gpu":31,"4035m":47,"4090u":47,"4096mb":50,"4279m":47,"43630644e":5,"43u":47,"448a5b355b84":55,"44\u5c81":65,"4560u":47,"4563m":47,"45u":47,"4650u":47,"4726m":47,"473m":55,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":65,"4gb":50,"500\u4e2atxt\u6587\u4ef6":68,"500m":31,"50\u5c42":62,"50\u5c42\u7f51\u7edc\u6a21\u578b":62,"51111044e":5,"514u":47,"525n":47,"526u":47,"53018653e":5,"536u":47,"5460u":47,"5470u":47,"54u":47,"55\u5c81":65,"55g":69,"5690m":47,"573u":47,"578n":47,"5798m":47,"586u":47,"58s":55,"5969m":47,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":60,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":36,"6080u":47,"6082v4":[10,16],"6140u":47,"6305m":47,"639u":47,"64\u7ef4":60,"655u":47,"6780u":47,"6810u":47,"682u":47,"6970u":47,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":47,"6\u4e2a\u8282\u70b9":48,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":60,"704u":47,"70634608e":5,"7090u":47,"72296313e":5,"72u":47,"73u":47,"75u":47,"760u":47,"767u":47,"783n":47,"784u":47,"78m":47,"7eamaa":20,"7kb":55,"8250u":47,"8300u":47,"830n":47,"849m":47,"85625684e":5,"861u":47,"864k":69,"8661m":47,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":60,"877\u884c":60,"892m":47,"8\u4ee5\u4e0a":43,"901n":47,"90u":47,"918u":47,"9247m":47,"924n":47,"9261m":47,"93137714e":5,"9330m":47,"94u":47,"9530m":47,"96644767e":5,"983m":47,"988u":47,"997u":47,"99982715e":5,"99m":62,"99u":47,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":55,"\u0233":32,"\u03b5":32,"\u4e00":39,"\u4e00\u4e2a":53,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":32,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":61,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u4f5c\u4e1a\u91cc\u5305\u62ec\u82e5\u5e72trainer\u8fdb\u7a0b\u548c\u82e5\u5e72paramet":53,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":54,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":55,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":41,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":61,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":41,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":41,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":41,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":68,"\u4e00\u4e2a\u6216\u591a\u4e2a":54,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":31,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":47,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":34,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":38,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":38,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":25,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":68,"\u4e00\u4e2a\u7b80\u5355\u7684\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3a":53,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":44,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":44,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":44,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":31,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":50,"\u4e00\u4e2alabel":39,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":42,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":67,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":64,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":54,"\u4e00\u4e2apserver\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u7aef\u53e3\u7528\u6765\u505a\u7a00\u758f\u66f4\u65b0":53,"\u4e00\u4e9b\u60c5\u51b5\u4e0b":53,"\u4e00\u4e9b\u968f\u673a\u5316\u566a\u58f0\u6dfb\u52a0\u90fd\u5e94\u8be5\u5728dataprovider\u4e2d\u5b8c\u6210":53,"\u4e00\u4eba":39,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":41,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":66,"\u4e00\u65e6\u4f60\u521b\u5efa\u4e86\u4e00\u4e2afork":43,"\u4e00\u65e9":39,"\u4e00\u662fbatch":31,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":48,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":54,"\u4e00\u6b21\u6027\u676f\u5b50":39,"\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":32,"\u4e00\u7bc7\u8bba\u6587":69,"\u4e00\u7ea7\u76ee\u5f55":[68,69],"\u4e00\u81f4":[38,39],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":30,"\u4e00\u822c\u5728paddlepaddle\u4e2d":39,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,32],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u5c01\u88c5\u4e86\u8bb8\u591a\u590d\u6742\u64cd\u4f5c\u7684\u96c6\u5408":53,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":31,"\u4e00\u822c\u6765\u8bf4":42,"\u4e00\u822c\u800c\u8a00":69,"\u4e00\u822c\u8868\u793a":39,"\u4e00\u884c\u4e2d\u5305\u542b\u6e90\u8bed\u8a00":26,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":64,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u4e09\u7ea7\u76ee\u5f55":[68,69],"\u4e0a":43,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":67,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":68,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":39,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":56,"\u4e0a\u7f51":39,"\u4e0a\u8fd0\u884c":34,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":31,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":47,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":48,"\u4e0b":61,"\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":47,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":61,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":67,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":62,"\u4e0b\u56fe\u63cf\u8ff0\u4e86\u7528\u6237\u4f7f\u7528\u6846\u56fe":53,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":44,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":41,"\u4e0b\u6587\u4f7f\u7528":56,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":55,"\u4e0b\u6b21":39,"\u4e0b\u7684":56,"\u4e0b\u8868\u5c55\u793a\u4e86batch":62,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":55,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":36,"\u4e0b\u8f7d\u6570\u636e\u96c6":61,"\u4e0b\u8f7dwmt":69,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":47,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":66,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":54,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u6570\u636e\u6e90\u914d\u7f6e":53,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":42,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":44,"\u4e0b\u9762\u5c06\u5206\u522b\u4ecb\u7ecd\u8fd9\u4e24\u90e8\u5206":53,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":56,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":61,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":61,"\u4e0b\u9762\u662fcifar":61,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":44,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":62,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":62,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":44,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":32,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":38,"\u4e0d":39,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":31,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":44,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":69,"\u4e0d\u540c":67,"\u4e0d\u540c\u4e3b\u673a":54,"\u4e0d\u540c\u4ea7\u54c1":68,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":50,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":62,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":42,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":31,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":56,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":3,"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":54,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":41,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":41,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":39,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":54,"\u4e0d\u542b\u53ef\u5b66\u4e60\u53c2\u6570":53,"\u4e0d\u5728":28,"\u4e0d\u5c11":39,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":41,"\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":69,"\u4e0d\u6307\u5b9a\u65f6":41,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":54,"\u4e0d\u652f\u6301":67,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":3,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50":43,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u63d0\u4ea4\u4ee3\u7801\u5230":43,"\u4e0d\u8fc7":39,"\u4e0d\u8fdc":39,"\u4e0d\u9002\u5408\u63d0\u4ea4\u7684\u4e1c\u897f":43,"\u4e0d\u9519":39,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":42,"\u4e0e":[56,60,69],"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":30,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":39,"\u4e0e\u53ef\u80fd\u6709\u7684":30,"\u4e0e\u5728":67,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":48,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":56,"\u4e0e\u7ffb\u8bd1":69,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":68,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":69,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":31,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":65,"\u4e0ejob":56,"\u4e0etime":65,"\u4e14":39,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":3,"\u4e14\u652f\u6301\u90e8\u7f72\u5230":54,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":39,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":68,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":39,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":48,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":45,"\u4e24\u4e2a\u5d4c\u5957\u7684":41,"\u4e24\u4e2a\u64cd\u4f5c":47,"\u4e24\u4e2a\u6587\u4ef6\u5939":61,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":67,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":39,"\u4e24\u4e2a\u90e8\u5206":45,"\u4e24\u79cd\u7c7b\u522b":64,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":64,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":31,"\u4e2a\u5355\u8bcd":69,"\u4e2a\u6027\u5316\u63a8\u8350":[30,63],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":66,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":50,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":50,"\u4e2d":[27,28,31,44,53,56,61,64,66,67,68],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6":43,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":60,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":69,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":69,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":39,"\u4e2d\u5199\u5165json\u5185\u5bb9":25,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":64,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":69,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":43,"\u4e2d\u5b89\u88c5":48,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":68,"\u4e2d\u5b9a\u4e49":42,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":41,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":68,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":62,"\u4e2d\u6307\u5b9a":50,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":52,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":62,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":62,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":33,"\u4e2d\u6587\u6587\u6863":45,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":45,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":39,"\u4e2d\u65b0\u7684\u63d0\u4ea4\u5bfc\u81f4\u4f60\u7684":43,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":65,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":56,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":50,"\u4e2d\u7684":62,"\u4e2d\u7684\u4e00\u884c":3,"\u4e2d\u7684\u5185\u5bb9":67,"\u4e2d\u7684\u63a5\u53e3":66,"\u4e2d\u7684\u6570\u636e":62,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":66,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":62,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":68,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":66,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":69,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":54,"\u4e2d\u7684\u7b2ci\u884c":69,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":65,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":68,"\u4e2d\u83b7\u53d6":56,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":48,"\u4e2d\u8bbe\u7f6e":48,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":48,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":44,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":31,"\u4e3a":[3,42],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":68,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":44,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":34,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":68,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":54,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":44,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":41,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":34,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":48,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u66f4\u7075\u6d3b\u7684\u914d\u7f6e":53,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":48,"\u4e3a\u4e86\u7528\u6237\u80fd\u591f\u7075\u6d3b\u7684\u5904\u7406\u6570\u636e":53,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":47,"\u4e3a\u4e86\u8fd8\u539f":32,"\u4e3a\u4e86\u907f\u514d\u7528\u6237\u76f4\u63a5\u5199\u590d\u6742\u7684protobuf":53,"\u4e3a\u4f8b":64,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":48,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":64,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":31,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":47,"\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":60,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":48,"\u4e3a\u6b64":[43,55],"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":44,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":48,"\u4e3ajson\u6216yaml\u683c\u5f0f":66,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":44,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":50,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u539f\u56e0":39,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":31,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":61,"\u4e3b\u8981\u7531layer\u7ec4\u6210":53,"\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":31,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":64,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":31,"\u4e3e\u4f8b":31,"\u4e3e\u4f8b\u8bf4\u660e":39,"\u4e4b\u524d":43,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":64,"\u4e4b\u540e":[32,44],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":48,"\u4e4b\u540e\u4f7f\u7528":44,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":44,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":44,"\u4e4b\u540e\u5b9a\u4e49\u7684":61,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":32,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":41,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u4e58\u9664\u7b49\u65f6\u5019":31,"\u4e5d\u4e2a":67,"\u4e5f":39,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":41,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":54,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":34,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":41,"\u4e5f\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u5b9e\u73b0\u96c6\u7fa4\u4e2d\u8fd0\u884c\u7684reader\u7a0b\u5e8f":26,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":47,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":56,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":64,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":54,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":64,"\u4e5f\u5c31\u662f\u8bf4":[50,52,60],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":66,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":56,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":47,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":54,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":41,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":31,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":64,"\u4e5f\u79f0\u4f5c":53,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":61,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":39,"\u4e86":39,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":47,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":42,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":42,"\u4e8c\u7ea7\u76ee\u5f55":[68,69],"\u4e8c\u7ef4\u77e9\u9635":62,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":39,"\u4e8c\u8fdb\u5236":60,"\u4e92\u76f8\u901a\u4fe1":54,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":68,"\u4e94\u661f\u7ea7":39,"\u4e9a\u9a6c\u900a":68,"\u4ea4\u901a":39,"\u4ea4\u901a\u4fbf\u5229":39,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":34,"\u4eba\u8138\u8bc6\u522b":26,"\u4ec0\u4e48":66,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":68,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":66,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":66,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":68,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":44,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":44,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":56,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":54,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":64,"\u4ece":[30,47,67],"\u4ece0\u5230num":50,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":41,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":47,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":32,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":68,"\u4ece\u5927\u5230\u5c0f":69,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":67,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":39,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":64,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":25,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":69,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":68,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":69,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":44,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":32,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":64,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":69,"\u4ece\u8bed\u4e49\u4e0a\u770b":41,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":39,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":32,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":60,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":25,"\u4ecestart":50,"\u4ecetest":69,"\u4ed3\u5e93":43,"\u4ed4\u7ec6\u89c2\u5bdf":62,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":39,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":39,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":62,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":56,"\u4ee3\u7801":66,"\u4ee3\u7801\u4e2d9":39,"\u4ee3\u7801\u5982\u4e0b":42,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":56,"\u4ee3\u8868\u7f16\u53f7":66,"\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":34,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":34,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":34,"\u4ee5\u4e0b":66,"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":42,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":42,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":65,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":34,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":43,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":64,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":48,"\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":60,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":48,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":34,"\u4ee5\u4fbf\u5ba1\u9605\u8005\u53ef\u4ee5\u770b\u5230\u65b0\u7684\u8bf7\u6c42\u548c\u65e7\u7684\u8bf7\u6c42\u4e4b\u95f4\u7684\u533a\u522b":43,"\u4ee5\u4fbf\u7528\u6237":48,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":44,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":44,"\u4ee5\u5206\u7c7b\u6765\u81ea":68,"\u4ee5\u53ca":44,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":38,"\u4ee5\u53ca\u5728wmt":69,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":61,"\u4ee5\u53ca\u6570\u636e\u8bfb\u53d6\u51fd\u6570":53,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":34,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":41,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":44,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":66,"\u4ee5\u53carelu":44,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":48,"\u4ee5\u9017\u53f7":60,"\u4ee5\u9017\u53f7\u95f4\u9694":50,"\u4ef7\u683c":39,"\u4efb\u52a1":66,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":48,"\u4efb\u52a1\u7b80\u4ecb":37,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":25,"\u4f18\u5316":68,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":44,"\u4f18\u5316\u7b97\u6cd5":53,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":56,"\u4f1a\u5171\u4eab\u53c2\u6570":31,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":50,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":39,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":56,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":45,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":31,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":41,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":41,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":31,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":41,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":41,"\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":27,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":44,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":69,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":56,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":41,"\u4f20\u5165":3,"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":31,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":50,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":44,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":50,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":39,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":39,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":32,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":41,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":33,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":30,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":39,"\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":30,"\u4f46\u662f":[31,39,43],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":34,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":48,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":49,"\u4f46\u662f\u5982\u679c\u5b58\u5728\u4ee3\u7801\u51b2\u7a81":43,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":39,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":34,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":33,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":52,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":31,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u4e2a\u503c\u4e0d\u53ef\u4ee5\u8c03\u7684\u8fc7\u5927":53,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":69,"\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":68,"\u4f46\u662fbatch":31,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":3,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":3,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":39,"\u4f4f":39,"\u4f53\u88c1\u5b57\u5178":66,"\u4f53\u88c1\u5b57\u6bb5":66,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":66,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":66,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":39,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":42,"\u4f5c\u4e3a\u53c2\u6570\u7684id":31,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":41,"\u4f5c\u4e3a\u6d88\u606f\u957f\u5ea6":53,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":65,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":32,"\u4f5c\u4e3a\u8f93\u51fa":42,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":48,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":39,"\u4f5c\u5bb6":65,"\u4f5c\u7528":38,"\u4f60":43,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":62,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":64,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":60,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":62,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":34,"\u4f60\u53ea\u9700\u5b8c\u6210":48,"\u4f60\u53ea\u9700\u81ea\u5df1\u521b\u5efa\u5b83":43,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":64,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":69,"\u4f60\u53ef\u4ee5\u4f7f\u7528":62,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":68,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4f60\u6700\u559c\u6b22\u7684":43,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":48,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":48,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":66,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":66,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":52,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":62,"\u4f60\u53ef\u4ee5\u70b9\u51fb":43,"\u4f60\u53ef\u4ee5\u7528":43,"\u4f60\u53ef\u4ee5\u901a\u8fc7":43,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":62,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":66,"\u4f60\u53ef\u80fd\u8981\u5904\u7406\u51b2\u7a81":43,"\u4f60\u53ef\u80fd\u9700\u8981\u6839\u636egit\u63d0\u793a\u89e3\u51b3\u51b2\u7a81":43,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":60,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":69,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":62,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":62,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":69,"\u4f60\u5c06\u5728\u76ee\u5f55":68,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":66,"\u4f60\u5e94\u8be5\u4ece\u6700\u65b0\u7684":43,"\u4f60\u7684\u4ed3\u5e93":43,"\u4f60\u7684\u4ee3\u7801\u5fc5\u987b\u5b8c\u5168\u9075\u5b88":43,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":48,"\u4f60\u7684\u672c\u5730\u4e3b\u5206\u652f\u4e0e\u4e0a\u6e38\u4fee\u6539\u7684\u4e00\u81f4\u5e76\u662f\u6700\u65b0\u7684":43,"\u4f60\u7684\u8bf7\u6c42":43,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":48,"\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":44,"\u4f60\u9700\u8981\u5728\u672c\u5730\u4ed3\u5e93\u6267\u884c\u5982\u4e0b\u547d\u4ee4":43,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":52,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":44,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":66,"\u4f60\u9700\u8981\u624b\u52a8\u8fdb\u884c\u66f4\u65b0":43,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":44,"\u4f60\u9700\u8981\u9996\u5148\u6dfb\u52a0\u8fdc\u7a0b":43,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":64,"\u4f7f\u5f97":32,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":69,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":31,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":44,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":32,"\u4f7f\u7528":[28,30,31,34,39,41,42,44,47,50,53,64,67,68],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":52,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":52,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":62,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":52,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":52,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":44,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":31,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":55,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":26,"\u4f7f\u7528\u4e86":53,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":31,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":67,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":36,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":60,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":68,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":25,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":31,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":31,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":61,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":60,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":42,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":56,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":55,"\u4f7f\u7528\u624b\u5de5\u6307\u5b9a\u7aef\u53e3\u6570\u91cf":53,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":31,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":51,"\u4f7f\u7528\u7684":31,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":50,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":41,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":62,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":50,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":50,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":69,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":67,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":25,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":61,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":39,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":44,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":68,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":60,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":50,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":52,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":52,"\u4f7f\u7528cpu\u8bad\u7ec3":68,"\u4f7f\u7528init":52,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":39,"\u4f7f\u7528max":61,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":39,"\u4f7f\u7528model":52,"\u4f7f\u7528paddlepaddl":64,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":61,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":50,"\u4f7f\u7528regress":30,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":61,"\u4f86":39,"\u4f8b\u5982":[3,27,28,30,31,33,39,42,44,47,48,49,50,52,53,56,62,64,66,68],"\u4f8b\u5982\u4e0a\u6587\u7684pod":54,"\u4f8b\u5982\u4e0a\u9762\u7684":32,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":48,"\u4f8b\u5982\u4f7f\u7528":31,"\u4f8b\u5982\u586b\u5145":42,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":39,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":39,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":39,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":31,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":61,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":54,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":56,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":44,"\u4f8b\u5982sigmoid\u53d8\u6362":64,"\u4f8b\u5b50\u4e2d\u662f":44,"\u4f8b\u5b50\u4e2d\u662f0":44,"\u4f8b\u5b50\u4e2d\u662f100":44,"\u4f8b\u5b50\u4e2d\u662f4096":44,"\u4f8b\u5b50\u4e2d\u662f8192":44,"\u4f8b\u5b50\u4e2d\u662ffc":44,"\u4f8b\u5b50\u4e2d\u662fsoftmax":44,"\u4f8b\u5b50\u4f7f\u7528":54,"\u4f9bpaddlepaddle\u52a0\u8f7d":50,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":68,"\u4f9d\u6b21\u7c7b\u63a8":30,"\u4f9d\u8d56\u4e8epython\u7684":61,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":54,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":54,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":34,"\u4fbf\u5229":39,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":39,"\u4fbf\u5b9c":39,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":50,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":69,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":50,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":50,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":62,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":48,"\u4fee\u590d\u6240\u6709bug\u540e":30,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":30,"\u4fee\u590dubuntu":30,"\u4fee\u6539":[54,55],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":55,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":47,"\u4fee\u6539\u6587\u6863":46,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":39,"\u503c\u5f97\u6df1\u5165\u5206\u6790":47,"\u503c\u7c7b\u578b":52,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":31,"\u5047\u8bbe":44,"\u5047\u8bbe\u53d8\u91cf":32,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":34,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":44,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":60,"\u504f\u7f6e\u53c2\u6570":62,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":44,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":30,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":25,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":50,"\u505c\u7535":39,"\u50cf":34,"\u513f\u7ae5\u7247":65,"\u5143\u7d20":38,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":38,"\u5148\u4f7f\u7528\u547d\u4ee4":53,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":64,"\u5168\u5bb6":39,"\u5168\u8fde\u63a5\u5c42":[32,53,60,61,66],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":44,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":66,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":62,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":44,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":44,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":44,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":44,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":67,"\u516c\u5f0f":34,"\u516c\u94a5\u5199\u5165":48,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":67,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":67,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":56,"\u5171\u670932":60,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":61,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":39,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"\u5173\u4e8eunbound":41,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":61,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":61,"\u5176\u4e2d":[3,26,27,30,31,32,42,44,53,60,61,62],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":62,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":61,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":61,"\u5176\u4e2d\u5305\u542b6":65,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":61,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":68,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":67,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":69,"\u5176\u4e2d\u6570\u636e\u6e90\u914d\u7f6e\u4e0edataprovider\u7684\u5173\u7cfb\u662f":53,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":64,"\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":38,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":69,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":69,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":69,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":62,"\u5176\u4e2dbeam":69,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":50,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":50,"\u5176\u4e2draw":26,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4ed6":65,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":34,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":69,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":31,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":31,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":64,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":52,"\u5176\u4ed6\u7528\u6237\u5206\u652f\u662f\u7279\u5f81\u5206\u652f":43,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":30,"\u5176\u4ed6\u884c\u53ef\u4ee5\u6dfb\u52a0\u4e00\u4e9b\u7ec6\u8282":43,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":42,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":44,"\u5176\u4f59\u884c\u662f":60,"\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":66,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":54,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":64,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":64,"\u5176\u5b83layer\u7684\u8f93\u51fa":41,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":31,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":54,"\u5176\u6b21":[3,39,64],"\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":67,"\u5176\u8bf4\u660e\u5982\u4e0b":39,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":69,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":42,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,31],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,44],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":41,"\u5177\u4f53\u5982\u4e0b":34,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":47,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":31,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":64,"\u5177\u4f53\u7684\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":53,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":31,"\u5177\u4f53\u8ba1\u7b97\u662f\u901a\u8fc7\u5185\u90e8\u7684":53,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":62,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28],"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":39,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":68,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":42,"\u5185\u5b58":47,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":50,"\u5185\u5bb9":64,"\u5185\u5bb9\u5982\u4e0b":55,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":39,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":56,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":34,"\u5185\u90e8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":66,"\u518d\u4f20\u5165\u7ed9train":53,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":30,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":39,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":39,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":39,"\u518d\u6307\u5b9a":33,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":44,"\u518d\u901a\u8fc7\u51fd\u6570":56,"\u5192\u9669\u7247":65,"\u5197\u4f59\u7b49\u529f\u80fd":54,"\u5199\u4e0b\u4f60\u7684\u6ce8\u91ca":43,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":25,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":69,"\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":44,"\u519c\u6c11":65,"\u51c6\u5907":39,"\u51c6\u5907\u597d\u6570\u636e":66,"\u51c6\u5907\u6570\u636e":37,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":42,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":31,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":31,"\u51cf\u5c0fbatch":31,"\u51fa\u53bb\u73a9":39,"\u51fa\u5dee":39,"\u51fa\u6765":39,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":31,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":31,"\u51fd\u6570":[3,32,42,44,47,67,68],"\u51fd\u6570\u4e2d":42,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":48,"\u51fd\u6570\u5047\u8bbe":42,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":47,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":41,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":42,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":44,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":44,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":41,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":44,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":47,"\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":44,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":44,"\u5206\u4e3a\u597d\u8bc4":64,"\u5206\u522b\u4e3a":60,"\u5206\u522b\u4e3atrain":69,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":41,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":39,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":69,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":41,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":32,"\u5206\u522b\u662f":38,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":42,"\u5206\u522b\u662fsentences\u548clabel":39,"\u5206\u522b\u662fwords\u548clabel":39,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":44,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":39,"\u5206\u5272":[65,67],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":66,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":25,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":54,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[30,43],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":30,"\u5206\u652f\u4e2d":30,"\u5206\u652f\u4e3a\u5f00\u53d1":30,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":30,"\u5206\u652f\u4e3a\u7a33\u5b9a":30,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":30,"\u5206\u652f\u5408\u5165":30,"\u5206\u652f\u5408\u5165master\u5206\u652f":30,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":30,"\u5206\u652f\u540d\u4e3a":30,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":30,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":30,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":47,"\u5206\u7247":25,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":68,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":62,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":60,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":60,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":60,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":50,"\u5206\u9694":[60,66],"\u5206\u9694\u7b26\u4e3a":65,"\u5217\u8868":66,"\u5217\u8868\u5982\u4e0b":3,"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":44,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f1a\u9ed8\u8ba4\u751f\u6210\u4e00\u4e2alist\u6587\u4ef6":53,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":67,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":50,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":25,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":50,"\u5219\u5148\u505a\u5d4c\u5165":66,"\u5219\u53ef\u4ee5\u50cf":48,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":64,"\u5219\u5ffd\u7565":25,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":50,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":25,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":47,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":50,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":31,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":25,"\u5219\u9700\u8981\u914d\u7f6e":54,"\u521b\u5efa":43,"\u521b\u5efa\u4e00\u4e2akubernet":56,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":34,"\u521b\u5efa\u5e76\u6d4b\u8bd5\u4f60\u7684\u4ee3\u7801":43,"\u521b\u5efa\u6210\u529f\u540e":56,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":69,"\u521b\u5efa\u8fdc\u7a0b\u5206\u652f":43,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":44,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":44,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":50,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":60,"\u521d\u59cb\u5316\u7236\u7c7b":44,"\u521d\u59cb\u5316biases_":44,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":41,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":25,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":31,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":64,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":31,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":66,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":68,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":41,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":64,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":54,"\u5229\u843d":39,"\u5230":[25,31,42],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":48,"\u5230\u672c\u5730":43,"\u5230\u6b64":34,"\u5230\u76ee\u524d\u4e3a\u6b62":67,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":56,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":34,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":34,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":56,"\u5237\u7259":39,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":56,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":69,"\u524d\u53f0":39,"\u524d\u5411\u4f20\u64ad":44,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":44,"\u524d\u5411\u548c\u540e\u5411":44,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":30,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":44,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":64,"\u52a0\u5165":47,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":42,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":42,"\u52a0\u8f7d\u6570\u636e":67,"\u52a0\u8f7d\u6a21\u578b":67,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":69,"\u52a0\u8f7dtest":50,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":31,"\u52a8\u4f5c\u7247":65,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":65,"\u52a8\u8bcd":67,"\u52a9\u624b":44,"\u5305\u542b12":68,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":60,"\u5305\u542b3\u4e2a\u5c5e\u6027":60,"\u5305\u542b50":68,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":34,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":31,"\u5305\u62ec":[26,50,64,67,69],"\u5305\u62ec\u4e86\u56fe\u50cf\u7684\u5377\u79ef":53,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":65,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":31,"\u5305\u62ec\u5b66\u4e60\u7387":53,"\u5305\u62ec\u6570\u636e\u8f93\u5165":32,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":25,"\u5305\u62ec\u751f\u6210cpu":33,"\u5305\u62ec\u7b80\u5355\u7684":64,"\u5305\u62ecbool":52,"\u5305\u62ecdocker\u955c\u50cf":35,"\u5305\u62eclinux":34,"\u5305\u662f\u6700\u65b0\u7684":31,"\u5305\u6bd4\u8f83\u8001":31,"\u5305\u7684\u65b9\u6cd5\u662f":31,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":39,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":39,"\u533b\u751f":65,"\u533b\u7597\u4fdd\u5065":65,"\u5341\u4e00":39,"\u5347\u5e8f\u6392\u5217":69,"\u534e\u6da6\u4e07\u5bb6":39,"\u534f\u540c\u5b8c\u6210releas":30,"\u5355\u4f4d\u662fmb":50,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":31,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":49,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":39,"\u5355\u53cc\u5c42rnn":40,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":32,"\u5355\u5c42":41,"\u5355\u5c42\u4e0d\u7b49\u957frnn":39,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":39,"\u5355\u5c42\u5e8f\u5217":38,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":38,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":38,"\u5355\u5c42\u6216\u53cc\u5c42":38,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u5355\u5c42rnn":[39,41],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":39,"\u5355\u673a\u6a21\u5f0f\u7528\u547d\u4ee4":53,"\u5355\u673a\u8bad\u7ec3\u901a\u5e38\u53ea\u5305\u62ec\u4e00\u4e2atrainer\u8fdb\u7a0b":53,"\u5355\u673acpu\u8bad\u7ec3":31,"\u5355\u673agpu\u8bad\u7ec3":31,"\u5355\u6b65\u51fd\u6570":42,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":42,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":42,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":42,"\u5355\u70b9\u6545\u969c":25,"\u5355\u8fdb\u5355\u51fa":41,"\u5360\u4f4d\u7b26":60,"\u536b\u751f":39,"\u5373":[28,31,32,45,56,64,68],"\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":39,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":39,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":39,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":39,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":39,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":39,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":39,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":50,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":31,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":41,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":42,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":68,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":41,"\u5373\u53ef":32,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":31,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":45,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":39,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":31,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":3,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":64,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":39,"\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":39,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":32,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":41,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":38,"\u5373\u6574\u6570\u6570\u7ec4":39,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":39,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":39,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":68,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":68,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":39,"\u5373\u7f51\u5361\u540d":56,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":31,"\u5373\u8bbe\u7f6e":31,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":31,"\u5373input":41,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":39,"\u5377\u79ef\u5c42":61,"\u5377\u79ef\u5c42\u6743\u91cd":62,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":61,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":64,"\u5378\u8f7dpaddlepaddle\u5305":31,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":39,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":31,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":36,"\u53bb\u8fc7":39,"\u53c2\u6570":[3,7,8,9,10,11,12,15,16,17,18,19,20,22,27,44,49,56,60,62,68],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":31,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":67,"\u53c2\u6570\u5373\u53ef":68,"\u53c2\u6570\u540d":62,"\u53c2\u6570\u6570\u91cf":64,"\u53c2\u6570\u670d\u52a1\u5668":49,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":50,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":50,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":31,"\u53c2\u6570\u6982\u8ff0":51,"\u53c2\u6570\u7684\u89e3\u6790":56,"\u53c2\u6570\u7ef4\u5ea6":60,"\u53c2\u6570\u884c":60,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":39,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":42,"\u53c2\u8003":[27,54],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":47,"\u53c2\u8003\u6587\u732e":69,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":39,"\u53c2\u8003\u955c\u50cf\u7684":56,"\u53c8":39,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":38,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":31,"\u53ca":44,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":42,"\u53cc\u5c42":41,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":39,"\u53cc\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":39,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":41,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":38,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":38,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":39,"\u53cc\u5c42rnn":41,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":39,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":39,"\u53cc\u7f13\u51b2":53,"\u53cc\u8fdb\u5355\u51fa":41,"\u53cc\u8fdb\u53cc\u51fa":41,"\u53cd\u4e4b\u5219":67,"\u53cd\u5411\u4f20\u64ad":44,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u53d1\u5e03":34,"\u53d1\u5e03\u5230dockerhub":30,"\u53d1\u5e03\u5230github":30,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":31,"\u53d1\u884c\u548c\u7ef4\u62a4":43,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":50,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":33,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":33,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":33,"\u53d8\u6362\u77e9\u9635":44,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":39,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":65,"\u53e5\u5b50":68,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":67,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":64,"\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":68,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":34,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":47,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":34,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":31,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":34,"\u53e6\u4e00\u65b9\u9762":68,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":52,"\u53e6\u5916":[39,53],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":62,"\u53e6\u5916\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u5982\u679c\u592a\u5927\u7684\u8bdd":53,"\u53ea\u4f5c\u4e3aread":41,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":50,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":65,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":33,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":25,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":62,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":39,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":64,"\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":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":39,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":60,"\u53ea\u6709\u542b\u6709\u4eba":65,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":50,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":41,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":52,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":39,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":31,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":34,"\u53ea\u8bfbmemory\u8f93\u5165":41,"\u53ea\u9488\u5bf9\u5185\u5b58":31,"\u53ea\u9700\u4e2d\u65ad":48,"\u53ea\u9700\u4f7f\u7528":48,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":68,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":69,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":48,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":42,"\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":25,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":69,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":66,"\u53ea\u9700\u8981\u8fd0\u884c":66,"\u53ef\u4ee5":[39,48],"\u53ef\u4ee5\u4e0d\u4fee\u6539\u7a0b\u5e8f\u76f4\u63a5\u63d0\u4ea4\u96c6\u7fa4\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":34,"\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":31,"\u53ef\u4ee5\u4f7f\u7528":[31,53],"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":36,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":31,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":50,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":56,"\u53ef\u4ee5\u4f7f\u7528paddle\u5185\u7f6e\u7684reader\u5b8c\u6210\u5bf9glusterfs\u5b58\u50a8\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u7684\u8bfb\u53d6":26,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":25,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":31,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":55,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":61,"\u53ef\u4ee5\u53c2\u8003":[39,42,53,54,56,69],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":60,"\u53ef\u4ee5\u542f\u52a8":53,"\u53ef\u4ee5\u542f\u52a8\u4e00\u4e2atrainer\u8fdb\u7a0b":53,"\u53ef\u4ee5\u542f\u52a8\u5206\u5e03\u5f0f\u4f5c\u4e1a":53,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":47,"\u53ef\u4ee5\u5728":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":56,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":67,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":67,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":54,"\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":54,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":41,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":47,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":34,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":45,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u8bad\u7ec3\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":26,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":39,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":68,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[38,41],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":41,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":44,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":41,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":41,"\u53ef\u4ee5\u6709\u53ef\u5b66\u4e60\u7684\u53c2\u6570":53,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":50,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":25,"\u53ef\u4ee5\u67e5\u770b":56,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":55,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":52,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":61,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":54,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":47,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":38,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":47,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":30,"\u53ef\u4ee5\u7f16\u5199":34,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":31,"\u53ef\u4ee5\u8bbe\u7f6e":61,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":66,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":61,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":52,"\u53ef\u4ee5\u901a\u8fc7":54,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":42,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":25,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":64,"\u53ef\u4ee5\u901a\u8fc7volume\u6216persistentvolume\u6302\u8f7d\u5b58\u50a8\u7a7a\u95f4\u5230\u6bcf\u4e2a\u5bb9\u5668\u4e2d":26,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":52,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":64,"\u53ef\u80fd\u4f1a\u53d1\u751f\u4e00\u4e9b\u51b2\u7a81":43,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":56,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":25,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":31,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":31,"\u53ef\u80fd\u7684\u53c2\u6570\u662f":53,"\u53ef\u80fd\u7684\u547d\u4ee4\u662f":43,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":47,"\u53ef\u9009":[3,44],"\u53f3\u8fb9\u662f":62,"\u5403":39,"\u5403\u996d":39,"\u5404\u65b9\u9762":39,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":61,"\u5408":39,"\u5408\u5e76":69,"\u5408\u5e76\u6bcf\u4e2a":69,"\u5408\u7406":39,"\u540c\u65f6":[31,47],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":33,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":31,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":41,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":64,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":62,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":64,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":47,"\u540c\u65f6\u518d\u5c06":30,"\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":31,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":31,"\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":30,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":35,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":52,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":31,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":50,"\u540c\u6837\u529f\u80fd\u7684":53,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":41,"\u540c\u6b65\u4ee3\u7801":43,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":50,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":64,"\u540e":[31,33,56,68],"\u540e\u5411\u4f20\u64ad":44,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u540e\u7eed\u7684\u5b9e\u73b0\u8003\u8651hdf":26,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":68,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":25,"\u5411\u91cfenable_parallel_vector":49,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":30,"\u5426":33,"\u5426\u5219":[2,48,66],"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":69,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":50,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":50,"\u5426\u5219\u4f7f\u7528gpu":52,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":42,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":48,"\u5426\u5b9a":67,"\u542b\u4e49":[62,68],"\u542b\u53ef\u5b66\u4e60\u53c2\u6570":53,"\u542b\u6709":65,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":44,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":25,"\u542f\u52a8\u4e00\u4e2apserver\u8fdb\u7a0b":53,"\u542f\u52a8\u4e4b\u540e":53,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":56,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":50,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":50,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":50,"\u5440":39,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":66,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":66,"\u5468\u56f4":39,"\u547d\u4ee4":48,"\u547d\u4ee4\u4e3a":55,"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":55,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":33,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":64,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":64,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":33,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":48,"\u547d\u540d\u7a7a\u95f4":54,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":54,"\u548c":[27,28,30,31,32,33,39,42,43,44,45,47,48,52,53,54,60,61,64,66,69],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":39,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u548c\u4e2d\u6587\u6587\u6863":45,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":31,"\u548c\u504f\u7f6e\u5411\u91cf":44,"\u548c\u533a\u57df\u6807\u8bb0":67,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":38,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":54,"\u548c\u5dee\u8bc4":64,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":38,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":42,"\u548c\u68af\u5ea6\u622a\u65ad":64,"\u548c\u6a21\u578b\u8def\u5f84":68,"\u548c\u6c60\u5316":53,"\u548c\u771f\u5b9e":32,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":39,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":26,"\u548c\u7b2c6\u884c\u7684":69,"\u548c\u90e8\u5206layer":41,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":69,"\u548cargument":67,"\u548cavgpool":38,"\u548ccudnn":36,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":62,"\u54c1\u8d28":39,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":25,"\u54ea\u4e9b\u4e0d\u662f":39,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":42,"\u5546\u52a1":39,"\u554a":39,"\u559c\u5267\u7247":65,"\u5668":64,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":3,"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":32,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":44,"\u56e0\u4e3a\u5176\u4e3a\u8d1f\u8d23\u63d0\u4f9bgradient":53,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":67,"\u56e0\u4e3a\u53c2\u6570":52,"\u56e0\u4e3a\u589e\u52a0\u8fd9\u4e2a\u503c":53,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":42,"\u56e0\u4e3a\u5b83\u6bd4":42,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":56,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":54,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":61,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":25,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":34,"\u56e0\u4e3apaddlepaddle\u7684v2":45,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":31,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,39,41,44,53],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":39,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":60,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":65,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":61,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":39,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":44,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":49,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":62,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":31,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":68,"\u56fe":[62,68],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":68,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":68,"\u56fe\u4e2d\u6bcf\u4e2a\u7070\u8272\u65b9\u5757\u662f\u4e00\u53f0\u673a\u5668":53,"\u56fe\u50cf\u5206\u7c7b":[30,63],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":62,"\u56fe\u50cf\u63cf\u8ff0":69,"\u56fe\u7247\u5206\u4e3a10\u7c7b":61,"\u56fe\u7684\u5e95\u90e8\u662fword":68,"\u56fe\u8868":[34,68],"\u5728":[3,28,30,36,38,39,42,43,48,53,62,64,65,67],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":25,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":55,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":44,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":67,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":50,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":26,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":39,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":55,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":64,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":61,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":54,"\u5728\u4e0d\u540c\u7684\u5e94\u7528\u91cc":53,"\u5728\u4e4b\u540e\u7684":31,"\u5728\u4ee3\u7801\u5ba1\u67e5":43,"\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":69,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":68,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":44,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":25,"\u5728\u51fd\u6570":56,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":50,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":50,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":39,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":50,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":50,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":39,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":31,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":39,"\u5728\u5404\u4e2a\u673a\u5668\u4e0a\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":53,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":54,"\u5728\u542f\u52a8job\u4e4b\u524d":56,"\u5728\u56fd\u5185":34,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":50,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":56,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":56,"\u5728\u5c42\u4e2d\u6307\u5b9a":52,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":41,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":61,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":25,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":44,"\u5728\u5f97\u5230":56,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":25,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":25,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":42,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":68,"\u5728\u62c9":43,"\u5728\u63d0\u4ea4\u524d\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":43,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":64,"\u5728\u6587\u4ef6":66,"\u5728\u6587\u4ef6\u7684\u5f00\u59cb":53,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":68,"\u5728\u672c\u4f8b\u4e2d":[39,52],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[42,61],"\u5728\u672c\u6587\u4e2d":48,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":48,"\u5728\u672c\u6f14\u793a\u4e2d":68,"\u5728\u672c\u793a\u4f8b\u4e2d":[39,68],"\u5728\u672c\u8282\u4e2d":42,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":50,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":48,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":64,"\u5728\u6b64":[0,49,52],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":64,"\u5728\u6b64\u611f\u8c22":60,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":42,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":39,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":42,"\u5728\u6bcf\u4e2a\u673a\u5668\u4e2d":53,"\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":56,"\u5728\u6bcf\u8bad\u7ec3":66,"\u5728\u6d4b\u8bd5\u9636\u6bb5":50,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":62,"\u5728\u6f14\u793a\u4e2d":67,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":54,"\u5728\u751f\u6210\u65f6":42,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":69,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":69,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":66,"\u5728\u7535\u5f71\u6587\u4ef6movi":66,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":69,"\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":61,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":26,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":45,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":44,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":69,"\u5728\u811a\u672c":66,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":38,"\u5728\u8bad\u7ec3\u4e2d":42,"\u5728\u8bad\u7ec3\u4e4b\u524d":56,"\u5728\u8bad\u7ec3\u4e86":66,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":66,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":61,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":60,"\u5728\u8bad\u7ec3\u65f6":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[56,69],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":50,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":30,"\u5728\u8be5\u914d\u7f6e\u76847":39,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":69,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":64,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":47,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":41,"\u5728\u8fd0\u884c":68,"\u5728\u8fd9\u4e2a":30,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":69,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[32,68],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[44,55],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":39,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":47,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":42,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":67,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":30,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":66,"\u5728\u8fd9\u4e9blayer\u4e2d":39,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":68,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[42,44],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":41,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":55,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":56,"\u5728\u8fd9\u91cc":41,"\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":44,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":62,"\u5728\u91c7\u7528sgd":31,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":52,"\u5728\u96c6\u7fa4\u8bad\u7ec3\u65f6\u9700\u8981\u4f7f\u7528\u8fd9\u4e2areader\u6307\u5b9a\u8981\u4f7f\u7528\u7684\u6570\u636e\u96c6\u5f00\u59cb\u8bad\u7ec3":26,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":68,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":68,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":54,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":61,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728glusterfs\u5b58\u50a8\u7cfb\u7edf\u4e2d\u7684\u516c\u5f00\u76ee\u5f55":26,"\u5728kubernetes\u4e0a\u8fd0\u884c\u7684\u4e0d\u540c\u7684\u8ba1\u7b97\u6846\u67b6":26,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":54,"\u5728linux\u4e0b":69,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":66,"\u5728movielen":66,"\u5728paddl":56,"\u5728paddle\u4e2d":52,"\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":26,"\u5728paddlepaddle\u4e2d":41,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":39,"\u5728paddlepaddle\u91cc":32,"\u5728paramet":25,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":41,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":41,"\u5728trainer":52,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":39,"\u5730\u7406\u4f4d\u7f6e":39,"\u5730\u94c1\u7ad9":39,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":62,"\u5747\u5300\u5206\u5e03":31,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":50,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":39,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":39,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":41,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":66,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,64],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":46,"\u57fa\u672c\u76f8\u540c":60,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":55,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":52,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":44,"\u58f0\u660epython\u6570\u636e\u6e90":66,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":47,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":64,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":41,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":66,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":61,"\u5904\u7406batch":53,"\u5907\u6ce8":47,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":47,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":39,"\u5916\u5c42outer_step\u4e2d":39,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":64,"\u591a\u4e2aparamet":25,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":41,"\u591a\u673a\u8bad\u7ec3":31,"\u591a\u673a\u8bad\u7ec3\u7684\u7ecf\u5178\u62d3\u6251\u7ed3\u6784\u5982\u4e0b":53,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":41,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":68,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":44,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":44,"\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":67,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":44,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":65,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":34,"\u5927\u5c0f":48,"\u5929":39,"\u5929\u4e00\u5e7f\u573a":39,"\u5929\u4e00\u9601":39,"\u5929\u732b":68,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":44,"\u5934\u6587\u4ef6\u5982\u4e0b":44,"\u5947\u5e7b\u7247":65,"\u597d":39,"\u597d\u5403":39,"\u597d\u8bc4":64,"\u5982":[3,42,48,52,53],"\u59822":48,"\u5982\u4e0b":[3,66,68],"\u5982\u4e0b\u56fe\u6240\u793a":[39,47,61],"\u5982\u4e0b\u6240\u793a":[52,62,66],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":64,"\u5982\u4f55":66,"\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":46,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":46,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":64,"\u5982\u4fe1\u606f\u63d0\u53d6":67,"\u5982\u56fe2\u6240\u793a":68,"\u5982\u56fe\u4e2dtrainer":25,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":68,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":69,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":44,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":25,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":62,"\u5982\u679c\u4e0d\u4e3a0":50,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":64,"\u5982\u679c\u4e0d\u6536\u655b":31,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":66,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":50,"\u5982\u679c\u4e3afals":50,"\u5982\u679c\u4e3atrue":[3,50],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":33,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":50,"\u5982\u679c\u4f20\u5165\u4e00\u4e2alist\u7684\u8bdd":53,"\u5982\u679c\u4f20\u5165\u5b57\u7b26\u4e32\u7684\u8bdd":53,"\u5982\u679c\u4f60\u4e00\u76f4\u5728\u505a\u4e00\u4e9b\u6539\u53d8":43,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":68,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":42,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":68,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":52,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":50,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":69,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":68,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":42,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":61,"\u5982\u679c\u4f60\u7684\u4ed3\u5e93\u4e0d\u5305\u542b":43,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":44,"\u5982\u679c\u4f7f\u7528":[48,60],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":36,"\u5982\u679c\u4f7f\u7528nvidia":34,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":54,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":31,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":31,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":60,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":50,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":50,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":50,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":31,"\u5982\u679c\u5931\u8d25":30,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":25,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":67,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":31,"\u5982\u679c\u5df2\u5b89\u88c5":67,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":56,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":25,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":33,"\u5982\u679c\u60a8":34,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":34,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":66,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":47,"\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":47,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":47,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":39,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":47,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":47,"\u5982\u679c\u6267\u884c\u5931\u8d25":54,"\u5982\u679c\u6267\u884c\u6210\u529f":62,"\u5982\u679c\u63d0\u793a\u6b63\u786e":45,"\u5982\u679c\u63d0\u793a\u9519\u8bef":45,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u636e\u89c4\u6a21\u6bd4\u8f83\u5927":53,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":68,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":54,"\u5982\u679c\u662f\u5e8f\u5217":66,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":41,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":41,"\u5982\u679c\u6709\u5fc5\u8981\u7684\u8bdd":43,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":30,"\u5982\u679c\u672a\u8bbe\u7f6e":50,"\u5982\u679c\u672a\u8bbe\u7f6egpu":52,"\u5982\u679c\u672c\u5730\u6ca1\u6709\u63d0\u4ea4":43,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":47,"\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":50,"\u5982\u679c\u6ca1\u6709\u51b2\u7a81":43,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":41,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":69,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":50,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":25,"\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":60,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":31,"\u5982\u679c\u7528\u6237\u7684\u8bad\u7ec3\u6570\u636e\u6e90\u6765\u81ea\u4e8e\u5176\u4ed6\u670d\u52a1":26,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":47,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":48,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":31,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":44,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":42,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":68,"\u5982\u679c\u8981\u4f7f\u7528gpu":34,"\u5982\u679c\u8981\u542f\u7528gpu":48,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":31,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":66,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":31,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":50,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679c\u8f93\u51fa\u662fno":34,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[62,68],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":48,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":34,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":44,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":44,"\u5982\u679clearning_rate\u592a\u5927":31,"\u5982\u679clearning_rate\u592a\u5c0f":31,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":31,"\u5982\u679cparamet":25,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":31,"\u5982\u9ad8\u4eae\u90e8\u5206":47,"\u5b50":39,"\u5b50\u53e5":41,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":41,"\u5b57\u5178":69,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":69,"\u5b57\u5178\u5171\u5305\u542b":60,"\u5b57\u5178\u6587\u4ef6":[67,68],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":60,"\u5b57\u5178imdb":68,"\u5b57\u6bb5\u4e2d":56,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":56,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":56,"\u5b58\u50a8":26,"\u5b58\u50a8\u5377":54,"\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":68,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":69,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":66,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":68,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":32,"\u5b66\u672f":65,"\u5b81\u6ce2":39,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":68,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":32,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":42,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":42,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":62,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":44,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":44,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":36,"\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":69,"\u5b83\u53eb\u505a":42,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":68,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":48,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":43,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":47,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":69,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":44,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":69,"\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":48,"\u5b83\u5b9a\u4e49\u4e86":42,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":32,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":42,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":48,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":69,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":62,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":69,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":44,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":39,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":39,"\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":48,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":69,"\u5b83\u7684":42,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":68,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":38,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":68,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":44,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":68,"\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":68,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":32,"\u5b83\u8fd4\u56degen":69,"\u5b83\u8fd4\u56detrain":69,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":68,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":44,"\u5b89\u6392":39,"\u5b89\u88c5":43,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":37,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":36,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":45,"\u5b89\u88c5\u5b8c\u6210\u540e":36,"\u5b89\u88c5\u6d41\u7a0b":[37,64],"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":64,"\u5b89\u88c5pillow":61,"\u5b89\u9759":39,"\u5b8c\u6210":53,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":41,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":56,"\u5b8c\u6210\u5f00\u53d1":34,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":26,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":38,"\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u8bfb\u53d6":26,"\u5b8c\u6574\u6559\u7a0b":59,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":31,"\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":44,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":42,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":42,"\u5b98\u65b9\u6587\u6863":33,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":41,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":41,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":67,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":61,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":32,"\u5b9a\u4e49\u5728\u5916\u5c42":41,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":50,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":32,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":42,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":42,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":68,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u5927\u5c0f":53,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":32,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":42,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":42,"\u5b9e\u4f8b\u5982\u4e0b":67,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":39,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":44,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":42,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":44,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":44,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":44,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":44,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":44,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":41,"\u5b9e\u73b0\u8be5\u5c42\u7684c":44,"\u5b9e\u9645\u4e0a\u53ea\u6709":62,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":65,"\u5ba2\u6237":39,"\u5ba2\u6237\u670d\u52a1":65,"\u5ba2\u6237\u7aef\u514b\u9686\u4f60\u7684\u4ed3\u5e93":43,"\u5bb6":39,"\u5bb9\u5668":54,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":54,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":56,"\u5bbf\u4e3b\u673a\u76ee\u5f55":54,"\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":47,"\u5bf9":39,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":3,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":3,"\u5bf9\u4e8e":42,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":39,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":39,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":39,"\u5bf9\u4e8e\u53cc\u5c42rnn":39,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":39,"\u5bf9\u4e8e\u56fe\u50cf\u7c7b\u6570\u636e":26,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":44,"\u5bf9\u4e8e\u6587\u672c\u7c7b\u8bad\u7ec3\u6570\u636e\u6837\u4f8b\u5982\u4e0b":26,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":69,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":39,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":39,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":66,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7b80\u5355\u7684\u591a\u673a\u534f\u540c\u8bad\u7ec3\u4f7f\u7528\u4e0a\u8ff0\u65b9\u5f0f\u5373\u53ef":53,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":64,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":42,"\u5bf9\u4e8eamazon":64,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":44,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":61,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":41,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":41,"\u5bf9\u5e94\u4e8e\u5b57\u5178":60,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6027\u80fd\u5c24\u5176\u662f\u5185\u5b58\u5360\u7528\u6709\u4e00\u5b9a\u7684\u5f00\u9500":53,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":69,"\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":64,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":68,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":69,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":44,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":44,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":44,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":64,"\u5bf9\u8c61":[31,53],"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":66,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":41,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":30,"\u5bf9\u9762":39,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":3,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":31,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":31,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":31,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":31,"\u5c01\u88c5\u4e86":47,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":44,"\u5c06":[3,30,31,47,53,64],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":25,"\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":42,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":66,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":50,"\u5c06\u5176\u8bbe\u7f6e\u6210":31,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":39,"\u5c06\u542b\u6709\u5b50\u53e5":41,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":61,"\u5c06\u5728":61,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":48,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":54,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":39,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":50,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":31,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":42,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":60,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":61,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":30,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":44,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":66,"\u5c06\u672c\u5730\u66f4\u65b0\u5230\u6700\u65b0\u7684\u4ee3\u7801\u5e93":43,"\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":56,"\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":69,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":56,"\u5c06\u7528\u6237\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u7684\u6570\u636e\u7c7b\u578b":53,"\u5c06\u7b80\u5355\u5730\u6267\u884c\u5feb\u8fdb":43,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":56,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":60,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":56,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":64,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":48,"\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":39,"\u5c06\u900f\u660e":48,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":56,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":30,"\u5c11\u4e8e5":48,"\u5c1a\u53ef":39,"\u5c31":39,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":34,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":54,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":31,"\u5c31\u662f":39,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":32,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":47,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":64,"\u5c31\u8fd9\u4e48\u7b80\u5355":34,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":47,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":34,"\u5c3a\u5bf8":62,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":61,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":67,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":44,"\u5c42\u6743\u91cd":62,"\u5c42\u6b21\u5316\u7684rnn":41,"\u5c42\u7279\u5f81":62,"\u5c42\u7684\u540d\u79f0\u4e0e":42,"\u5c42\u7684\u5927\u5c0f":44,"\u5c42\u7684\u7279\u5f81":62,"\u5c42\u7684\u7c7b\u578b":44,"\u5c42\u7684\u8f93\u5165":67,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":67,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":42,"\u5c42\u7ec4\u6210\u4e00\u5bf9":67,"\u5c45\u7136":39,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":69,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":64,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":66,"\u5c5e\u6027":67,"\u5d4c\u5165\u5c42":66,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":66,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":66,"\u5de5\u4f5c\u6a21\u5f0f":50,"\u5de5\u4f5c\u7a7a\u95f4":48,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":48,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":48,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":48,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":48,"\u5de5\u5177":68,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":68,"\u5de5\u5177\u6765\u7ba1\u7406git\u9884\u63d0\u4ea4\u94a9\u5b50":43,"\u5de5\u7a0b\u5e08":65,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":62,"\u5de6\u8fb9\u662f":62,"\u5dee\u8bc4":64,"\u5df2\u6253\u5f00":43,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":50,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":48,"\u5e02\u573a":65,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":47,"\u5e0c\u671b\u52a0\u901f\u8bad\u7ec3":53,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":66,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":41,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":41,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":38,"\u5e38\u5e38\u51fa\u73b0":31,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":64,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":54,"\u5e72\u51c0":39,"\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":60,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":25,"\u5e73\u5747\u6545\u969c\u7387":25,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":61,"\u5e74\u9f84":65,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":65,"\u5e74\u9f84\u548c\u804c\u4e1a":66,"\u5e76\u4e0d\u4fdd\u8bc1":44,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":39,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":56,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":39,"\u5e76\u4e14":[3,42],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":39,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":69,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":52,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":62,"\u5e76\u4e14\u53ef\u4ee5\u88ab\u63d0\u4ea4\u7684job\u76f4\u63a5\u4f7f\u7528":26,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":31,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":32,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":56,"\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":27,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":64,"\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":62,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":66,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":69,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":31,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":68,"\u5e76\u4e14\u7cfb\u7edf\u6bcf\u4e00\u8f6e\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f1a\u91cd\u7f6edataprovid":53,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":43,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":69,"\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":48,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":44,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":31,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":67,"\u5e76\u4f7f\u7528\u4e86dropout":64,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":61,"\u5e76\u5220\u9664":30,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":25,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":25,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":44,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":42,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":34,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":44,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":26,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":44,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":42,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":69,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":69,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":32,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":69,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":68,"\u5e76\u627e\u5230\u5bf9\u5e94\u7684\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":26,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":25,"\u5e76\u6307\u5b9a\u4e0a\u4f20\u6570\u636e\u7684":26,"\u5e76\u6307\u5b9a\u7aef\u53e3\u53f7":53,"\u5e76\u6307\u5b9abatch":69,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":68,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":67,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":61,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":60,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":67,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":26,"\u5e76\u89c2\u5bdf\u7ed3\u679c":47,"\u5e76\u8bbe\u7f6e":[36,48],"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":30,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":64,"\u5e8a\u4e0a\u7528\u54c1":39,"\u5e8a\u57ab":39,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":38,"\u5e8f\u5217\u5230\u5e8f\u5217":69,"\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":41,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":38,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":41,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":41,"\u5e8f\u5217\u7684\u5f00\u59cb":69,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":38,"\u5e8f\u5217\u7684\u7ed3\u5c3e":69,"\u5e8f\u5217\u7684\u7ed3\u675f":69,"\u5e93":48,"\u5e93\u7684\u8def\u5f84":48,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":42,"\u5e94\u7528\u6a21\u578b":64,"\u5e94\u8be5":39,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":42,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":31,"\u5e95\u5c42\u8fdb\u7a0b":48,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":30,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":48,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":50,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":43,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":34,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":30,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":45,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":30,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":30,"\u5f00\u53d1\u955c\u50cf":34,"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":34,"\u5f00\u59cb":32,"\u5f00\u59cb\u5f00\u53d1\u5427":43,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":25,"\u5f00\u59cb\u6807\u8bb0":42,"\u5f00\u59cb\u8bad\u7ec3\u4efb\u52a1":26,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":64,"\u5f00\u59cb\u9636\u6bb5":47,"\u5f02\u6b65\u8bfb\u53d6\u7b49\u95ee\u9898":53,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":49,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":68,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":20,"\u5f15\u5bfc\u5c42":42,"\u5f15\u7528":48,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":41,"\u5f3a\u70c8\u63a8\u8350":39,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":66,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":42,"\u5f53":52,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":68,"\u5f53\u4f60":43,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":44,"\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":69,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":69,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":42,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":44,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":39,"\u5f53\u524d\u8bc4\u4f30\u4e2d":69,"\u5f53\u524dbatch\u7684cost":69,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":64,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":64,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":30,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":50,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":50,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":54,"\u5f53\u6240\u6709\u6570\u636e\u8bfb\u53d6\u5b8c\u4e00\u8f6e\u540e":53,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":56,"\u5f53\u6839\u636e\u5ba1\u9605\u8005\u7684\u610f\u89c1\u4fee\u6539":43,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":50,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":64,"\u5f53\u6a21\u5f0f\u4e3a":50,"\u5f53\u7136":47,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":44,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":42,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":50,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":52,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":69,"\u5f53classif":69,"\u5f62\u6210recurr":41,"\u5f62\u6210recurrent\u8fde\u63a5":41,"\u5f62\u72b6":62,"\u5f88":[39,64],"\u5f88\u591a":39,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":34,"\u5f88\u5b89\u9759":39,"\u5f88\u5bb9\u6613\u5bfc\u81f4\u67d0\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u6ca1\u6709\u5206\u914d\u5230\u4efb\u4f55\u53c2\u6570":53,"\u5f88\u5e72\u51c0":39,"\u5f88\u65b9\u4fbf":39,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":47,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":61,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":65,"\u5f97":39,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":64,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":66,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":41,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":42,"\u5faa\u73af\u7f51\u7edc\u4ece":42,"\u5fc5\u8981":28,"\u5fc5\u987b":44,"\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":39,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":41,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":42,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":68,"\u5feb":[39,68],"\u5feb\u901f\u5165\u95e8":63,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":54,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":54,"\u6027\u4ef7\u6bd4":39,"\u6027\u522b":[65,66],"\u6027\u80fd\u5206\u6790":47,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":47,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":47,"\u6027\u80fd\u8c03\u4f18":49,"\u603b\u4f53\u6765\u8bf4":39,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":60,"\u603b\u8bc4\u520610\u5206":68,"\u6050\u6016\u7247":65,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":47,"\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":47,"\u60a8\u53ef\u4ee5\u5bfc\u5165":47,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":47,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":42,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":47,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":47,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":47,"\u60a8\u9700\u8981\u66f4\u6539":34,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":47,"\u60ac\u7591\u7247":65,"\u60c5\u6001\u52a8\u8bcd":67,"\u60c5\u611f\u5206\u6790":[30,63],"\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":68,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":68,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":68,"\u60ca\u9669\u7535\u5f71":65,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":68,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":42,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":50,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":50,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":50,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":50,"\u611f\u89c9":39,"\u620f\u5267":65,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":56,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":44,"\u6211\u4eec\u4e3a\u7528\u6237\u5b9a\u4ee5python\u63a5\u53e3\u6765\u914d\u7f6e\u7f51\u7edc":53,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":47,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":66,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":44,"\u6211\u4eec\u4ec5\u7528":66,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":55,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":56,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":64,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":69,"\u6211\u4eec\u4f1a\u5728":34,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":44,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":44,"\u6211\u4eec\u4f7f\u7528":[44,48,68],"\u6211\u4eec\u4f7f\u7528\u4e86":39,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":69,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":68,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":69,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":67,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":69,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":62,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":52,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":32,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":32,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":61,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":68,"\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":68,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":55,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":39,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":64,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":61,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":42,"\u6211\u4eec\u53ef\u4ee5\u5c06":48,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":38,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":66,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":32,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":68,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":41,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":61,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":56,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":69,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":42,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":69,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":69,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":64,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":42,"\u6211\u4eec\u5c06":[56,66],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":39,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":55,"\u6211\u4eec\u5c06\u4ee5":[48,64],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":64,"\u6211\u4eec\u5c06\u4f7f\u7528":42,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":42,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":61,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":39,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":64,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":49,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":64,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":48,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":66,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":48,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":61,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":64,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":64,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":32,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\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":32,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":61,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":44,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":44,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":64,"\u6211\u4eec\u611f\u8c22":69,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":33,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":35,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":45,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":34,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":68,"\u6211\u4eec\u63d0\u4f9b\u4e86c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86python\u5904\u7406\u6570\u636e\u7684\u63a5\u53e3":53,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":34,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":39,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":42,"\u6211\u4eec\u7528":65,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":66,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":66,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":32,"\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":60,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":67,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":39,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":39,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":68,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":43,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":38,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":55,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":42,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":39,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":48,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":56,"\u6211\u4eec\u9075\u5faa":69,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":67,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":64,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":34,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":69,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":55,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":48,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":44,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":66,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":68,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":66,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":60,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":66,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":68,"\u6216":[3,47,53,61,67],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6216\u4e00\u4e2a\u5411\u91cf":41,"\u6216\u4e0d\u786e\u5b9a":65,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6216\u53ea\u662f\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u8f93\u5165":43,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":66,"\u6216\u6700\u5927\u503c":38,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u79f0pserver":53,"\u6216\u7b2c\u4e00\u4e2a":38,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":38,"\u6216\u8005":[27,28,31,34,36,38,39,47,53],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[38,41],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":47,"\u6216\u8005\u53cd\u5411\u5730\u4ece":42,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":50,"\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":25,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":49,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":39,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":68,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":47,"\u6216\u8005\u66f4\u65e9":31,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":39,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":62,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":31,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":31,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":52,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":34,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":50,"\u6216gpu\u4e2a\u6570":68,"\u6218\u4e89\u7247":65,"\u623f":39,"\u623f\u95f4":39,"\u6240\u4ee5":[3,31,53],"\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":68,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":31,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":32,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":55,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":25,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":39,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":34,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":54,"\u6240\u4ee5\u5bf9":39,"\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":32,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":47,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":55,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":56,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":39,"\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":32,"\u6240\u4ee5\u8bad\u7ec3":48,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":44,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":39,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":43,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":50,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":68,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":48,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":48,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":68,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":34,"\u6240\u6709\u7684":44,"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":65,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":44,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":39,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":44,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":44,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":44,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":48,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":42,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":64,"\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":62,"\u6240\u793a":67,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":65,"\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":39,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":34,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":47,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":66,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":33,"\u6253\u5f00":47,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":45,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[36,67,68],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":68,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":42,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":47,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":62,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":54,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":66,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":67,"\u6279\u6b21\u7684\u6570\u636e":66,"\u627e\u5230":42,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":47,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":47,"\u6280\u672f\u5458":65,"\u628a":44,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":68,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":34,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":55,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":68,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":42,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":42,"\u62a5\u9519":36,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":60,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":60,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":69,"\u62c6\u89e3":41,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":39,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":56,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":64,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":34,"\u6307\u5411\u4e00\u4e2alayer":41,"\u6307\u5b9a":[31,41,42,53],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":50,"\u6307\u5b9a\u4e86dataprovider\u7684\u6587\u4ef6\u540d\u548c\u8fd4\u56de\u6570\u636e\u7684\u51fd\u6570\u540d":53,"\u6307\u5b9a\u4ee5\u592a\u7f51\u7c7b\u578b\u4e3atcp\u7f51\u7edc":53,"\u6307\u5b9a\u4f7f\u75282":31,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":64,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":50,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":62,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":62,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":62,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":62,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":64,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":69,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":64,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":41,"\u6307\u5b9a\u7f51\u7edc\u63a5\u53e3\u540d\u5b57\u4e3aeth0":53,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":64,"\u6307\u5b9abatch":69,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":50,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":39,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":25,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":50,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":50,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":50,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":50,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":50,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":50,"\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":50,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":67,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":67,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":50,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":56,"\u6309\u94ae":43,"\u633a":39,"\u633a\u597d":39,"\u6355\u83b7":64,"\u635f\u5931\u51fd\u6570":53,"\u635f\u5931\u51fd\u6570\u5373\u4e3a\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":53,"\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u5668":53,"\u6362":39,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":38,"\u63a5\u4e0b\u6765":[64,68],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":47,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":64,"\u63a5\u53d7":67,"\u63a5\u53d7\u7684\u4e1c\u897f":67,"\u63a5\u53d7\u8005":67,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":48,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":62,"\u63a5\u53e3\u6709\u4e00\u4e2a":31,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":64,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":62,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":62,"\u63a5\u53e3\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u53c2\u6570\u548c":53,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":34,"\u63a7\u5236":50,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":32,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":34,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":34,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":34,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":44,"\u63a8\u8350":39,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":33,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":48,"\u63a8\u9500\u5458":65,"\u63cf\u8ff0":33,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":64,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":54,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801":43,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801\u65f6":43,"\u63d0\u4ea4\u4fe1\u606f\u7684\u7b2c\u4e00\u884c\u662f\u6807\u9898":43,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":45,"\u63d0\u4f9b":48,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":56,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":48,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":48,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":48,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":38,"\u63d0\u4f9b\u6700\u65b0":34,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":26,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":48,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":60,"\u63d0\u793a":31,"\u64cd\u4f5c":[39,53],"\u64cd\u6301\u5bb6\u52a1\u8005":65,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":36,"\u652f\u6301\u5355\u673a\u6a21\u5f0f\u548c\u591a\u673a\u6a21\u5f0f":53,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[40,41],"\u652f\u6301nvidia":36,"\u652f\u6301rbd":54,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":56,"\u653e\u5fc3":39,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u6548\u679c\u603b\u7ed3":64,"\u6559\u7a0b\u6587\u6863\u5230":48,"\u6559\u80b2\u5de5\u4f5c\u8005":65,"\u6570":[41,67],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":41,"\u6570\u636e":69,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":61,"\u6570\u636e\u4e2d0":31,"\u6570\u636e\u5217\u8868":62,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":60,"\u6570\u636e\u5c42":[32,66],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":48,"\u6570\u636e\u63d0\u4f9b\u5668":49,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":66,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":66,"\u6570\u636e\u7684\u6574\u6570id":42,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":48,"\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":27,"\u6570\u636e\u8bfb\u53d6\u7a0b\u5e8f\u5f80\u5f80\u5b9a\u4e49\u5728\u4e00\u4e2a\u5355\u72ecpython\u811a\u672c\u6587\u4ef6\u91cc":53,"\u6570\u636e\u8f93\u5165":41,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":65,"\u6570\u636e\u96c6\u63cf\u8ff0":66,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":69,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":26,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":64,"\u6570\u636e\u9884\u6d4b":67,"\u6570\u6910\u5b9a\u4e49":68,"\u6570\u6910\u8bf4\u660e\u6587\u6863":68,"\u6570\u6910\u96c6\u548c":68,"\u6570\u76ee":52,"\u6574\u4f53":39,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":39,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":56,"\u6574\u6570":44,"\u6574\u6570\u6807\u7b7e":3,"\u6574\u6d01":39,"\u6587\u4e66\u5de5\u4f5c":65,"\u6587\u4ef6":[27,55,67],"\u6587\u4ef6\u4e2d":[56,62,65,67],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":62,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":62,"\u6587\u4ef6\u4e2d\u7684":62,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":69,"\u6587\u4ef6\u4e3a":[31,69],"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":62,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":66,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":25,"\u6587\u4ef6\u540d\u79f0\u4e3a":66,"\u6587\u4ef6\u59390":56,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":69,"\u6587\u4ef6\u5f00\u5934":53,"\u6587\u4ef6\u63cf\u8ff0\u4e86\u8bad\u7ec3\u6570\u636e\u7684\u6587\u4ef6\u548c\u5bf9\u5e94\u7684label":26,"\u6587\u4ef6\u6587\u4ef6\u4e2d\u6bcf\u4e00\u5217\u7684\u987a\u5e8f\u662f\u4e00\u81f4\u7684":26,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":66,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":66,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":61,"\u6587\u4ef6\u7d22\u5f15":48,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":64,"\u6587\u4ef6model":52,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":34,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":64,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":64,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":64,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":66,"\u6587\u672c\u6295\u5f71\u5c42":66,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":68,"\u6587\u6863":[31,53],"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":34,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":67,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":45,"\u6587\u7ae0":56,"\u65b0":39,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":44,"\u65b0\u624b\u5165\u95e8":59,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":30,"\u65b9\u4fbf":39,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":33,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":34,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":30,"\u65b9\u5f0f1":31,"\u65b9\u5f0f2":31,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":67,"\u65b9\u6cd5\u4e00":52,"\u65b9\u6cd5\u4e09":52,"\u65b9\u6cd5\u4e8c":52,"\u65c1\u8fb9":39,"\u65c5\u6e38\u7f51\u7ad9":68,"\u65e0":39,"\u65e0\u4e1a\u4eba\u58eb":65,"\u65e0\u5ef6\u8fdf":50,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":68,"\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":69,"\u65e9\u9910":39,"\u65f6":[25,31,38,42,44,50,56],"\u65f6\u4f20\u5165":26,"\u65f6\u5019":39,"\u65f6\u52a0\u4e0a":68,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":64,"\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":69,"\u65f6\u88ab\u8bad\u7ec3\u7684":44,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":52,"\u65f6\u95f4":39,"\u65f6\u95f4\u6233":65,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":65,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":39,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":44,"\u662f":[33,39,53],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":44,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":47,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":47,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":67,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":38,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":47,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":52,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":32,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7ec4\u5408\u5c42":53,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":69,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":68,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":44,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":41,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":3,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":41,"\u662f\u4e00\u7ec4":54,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":55,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u5206\u652f":43,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":67,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":32,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":31,"\u662f\u504f\u5dee":42,"\u662f\u5176\u5927\u5c0f":32,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":69,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":44,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":41,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":33,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":50,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":44,"\u662f\u5426\u4f7f\u7528gpu":66,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":69,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":33,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":50,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":33,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":33,"\u662f\u5426\u5f00\u542frdma":33,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":50,"\u662f\u5426\u652f\u6301gpu":33,"\u662f\u5426\u663e\u793a":50,"\u662f\u5426\u7a00\u758f":44,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":33,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":33,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":33,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":33,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":33,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":50,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u56e0\u4e3apaddle\u7684\u7f51\u7edc\u901a\u4fe1\u4e2d":53,"\u662f\u56e0\u4e3apaddlepaddle\u914d\u7f6e\u6587\u4ef6\u4e0ec":53,"\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":67,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":42,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":32,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":44,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":44,"\u662f\u5e8f\u5217":66,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":38,"\u662f\u6307":28,"\u662f\u6307\u4e00\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6":53,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":39,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":39,"\u662f\u6570\u636e\u8f93\u5165":42,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":66,"\u662f\u6700\u65b0\u7684\u4e86":43,"\u662f\u6709\u610f\u4e49\u7684":39,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":42,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":32,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":67,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":69,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":69,"\u662f\u77e9\u9635":44,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":32,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":61,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":44,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":44,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":44,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":44,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":44,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":44,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":44,"\u662f\u8f93\u5165":42,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":62,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":47,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":41,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":54,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":47,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":41,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":64,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":54,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":44,"\u662frnn\u72b6\u6001":42,"\u663e":64,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u663e\u793a\u5de5\u4f5c\u6811\u72b6\u6001":43,"\u665a":39,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":35,"\u6682\u4e0d\u8003\u8651\u5728\u5185":31,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":25,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":31,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":68,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":68,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":41,"\u66f4\u5feb":42,"\u66f4\u65b0":[31,43],"\u66f4\u65b0\u4f60\u7684":43,"\u66f4\u65b0\u5206\u652f":43,"\u66f4\u65b0\u6a21\u5f0f":31,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":31,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":64,"\u66f4\u8be6\u7ec6\u7684\u4f7f\u7528":53,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":64,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":64,"\u66f4\u8fdb\u4e00\u6b65":41,"\u66f4\u9ad8":42,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":41,"\u6700":39,"\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":69,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":56,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,44,48,64,68],"\u6700\u540e\u4e00\u4e2a":38,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":32,"\u6700\u540e\u5220\u9664":30,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":44,"\u6700\u597d\u7684\u6a21\u578b\u662f":68,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":50,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0log":68,"\u6700\u7ec8":44,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":41,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":34,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":41,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":32,"\u6708\u6e56":39,"\u6709":39,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":54,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":69,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":66,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":44,"\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":44,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":31,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":65,"\u6709\u5173":39,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":42,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":56,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":68,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":48,"\u6709\u56db\u4e2a\u8bad\u7ec3\u8fdb\u7a0b":53,"\u6709\u65f6\u79f0\u4e3a":68,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\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":47,"\u670d\u52a1":39,"\u670d\u52a1\u5458":39,"\u671f\u95f4":43,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":69,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":68,"\u672a\u77e5\u8bcd":60,"\u672c\u4f8b\u4e2d\u4e3a0":60,"\u672c\u4f8b\u4e2d\u4e3a32":60,"\u672c\u4f8b\u4e2d\u4e3a4":60,"\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":39,"\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":64,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":64,"\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":64,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":64,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":30,"\u672c\u5730\u6d4b\u8bd5":49,"\u672c\u5730\u8bad\u7ec3":49,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":52,"\u672c\u5b9e\u4f8b\u4e2d":60,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":64,"\u672c\u5c42\u5c3a\u5bf8":62,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":62,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":62,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":67,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":42,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":68,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":62,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":39,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":32,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":39,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":39,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":54,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":56,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":60,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":54,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6587\u9996\u5148\u4ecb\u7ecdtrainer\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4f7f\u7528\u6982\u5ff5":53,"\u672c\u6765":39,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":56,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":56,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":56,"\u672c\u6b21\u8bd5\u9a8c":64,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":39,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":39,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":68,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":69,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":69,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":69,"\u673a\u5668\u7684\u8bbe\u5907":52,"\u673a\u5668\u7ffb\u8bd1":[26,30,63],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":50,"\u6761\u4ef6\u4e0b":54,"\u6765":39,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":25,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":44,"\u6765\u505ableu\u8bc4\u4f30":69,"\u6765\u505c\u6b62\u8bad\u7ec3":66,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":47,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":66,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":66,"\u6765\u521d\u59cb\u5316\u53c2\u6570":31,"\u6765\u5b89\u88c5":48,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":39,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":64,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":68,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":44,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":62,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u63d0\u4ea4\u66f4\u6539":43,"\u6765\u6ce8\u518c\u8be5\u5c42":44,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":52,"\u6765\u751f\u6210\u5e8f\u5217":69,"\u6765\u7684\u79d2\u6570":65,"\u6765\u786e\u4fdd\u628a":27,"\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":44,"\u6765\u8868\u793a":42,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":67,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":44,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":39,"\u6765\u8bbe\u7f6e":31,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574c":43,"\u6765\u8fd0\u884c":48,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":47,"\u6765\u8fd0\u884c\u955c\u50cf":34,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":31,"\u676f\u5b50":39,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":38,"\u6784\u9020":56,"\u6784\u9020paddl":5,"\u67b6\u6784\u5bf9\u591a\u4e2a\u8282\u70b9\u7684":53,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":68,"\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":39,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":49,"\u67e5\u770b":64,"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":36,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":55,"\u6807\u51c6\u5dee\u4e3a":31,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":30,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":67,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":61,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":61,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":68,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":68,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":34,"\u6807\u7b7e\u6587\u4ef6":67,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":67,"\u6807\u8bb0":53,"\u6807\u8bb0\u7f51\u7edc\u8f93\u51fa\u7684\u51fd\u6570\u4e3a":53,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":50,"\u6837\u4f8b\u5982\u4e0b":26,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":52,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":56,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":48,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":65,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":60,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":42,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":50,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":49,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":50,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":50,"\u6839\u636ecpu":34,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":55,"\u683c\u5f0f":50,"\u683c\u5f0f\u5982\u4e0b":64,"\u683c\u5f0f\u8bf4\u660e":60,"\u68af\u5ea6\u4f1a\u5c31\u5730":44,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":50,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":44,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":50,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":44,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":44,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":25,"\u68d2":64,"\u697c\u5c42":39,"\u6a21\u5757":61,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u5757\u63a5\u7ba1\u4e86shuffl":53,"\u6a21\u5757\u901a\u4fe1\u7684\u6700\u57fa\u7840\u534f\u8bae\u662fprotobuf":53,"\u6a21\u578b":67,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":31,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":68,"\u6a21\u578b\u5171\u5305\u542b1":60,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":67,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":25,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":61,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":64,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":67,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":69,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":25,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":48,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":69,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":42,"\u6a21\u578b\u68c0\u9a8c":37,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":42,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":42,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":60,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":42,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":66,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":64,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":32,"\u6a21\u578b\u8def\u5f84":[62,67],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":67,"\u6a21\u578b\u914d\u7f6e":[1,53],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":60,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":39,"\u6b22\u8fce\u901a\u8fc7":43,"\u6b63\u5219\u65b9\u6cd5\u7b49":53,"\u6b63\u6837\u672c":64,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":31,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":49,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":68,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":68,"\u6b64\u5904":60,"\u6b64\u5904\u90fd\u4e3a2":39,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":47,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":68,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":34,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":25,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":41,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":68,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":67,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":68,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":67,"\u6bcf\u4e00\u4e2a":30,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":64,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":39,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":39,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":66,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":48,"\u6bcf\u4e00\u4e2adata":26,"\u6bcf\u4e00\u4e2akey\u7531":66,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":39,"\u6bcf\u4e00\u884c\u5305\u542b\u4e86\u56fe\u7247\u6587\u4ef6\u7684\u8def\u5f84\u548c\u5176label":26,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":68,"\u6bcf\u4e2a":[42,48,67],"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u6bcf\u4e2a\u5355\u5c42rnn":41,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":69,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":39,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":42,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":42,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":39,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":61,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":69,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":69,"\u6bcf\u4e2a\u5c42\u5728\u5176":44,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":64,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":50,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":42,"\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":43,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":69,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":68,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":68,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":41,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":39,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":44,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":39,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":39,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":66,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":66,"\u6bcf\u4e2a\u72b6\u6001":41,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":61,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":61,"\u6bcf\u4e2a\u7ebf\u7a0b":50,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":50,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":69,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":50,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":68,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":68,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":44,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":44,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":69,"\u6bcf\u4e2alayer\u8fd4\u56de\u7684\u90fd\u662f\u4e00\u4e2a":53,"\u6bcf\u4e2aparamet":25,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":64,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":64,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":56,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":25,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":65,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":50,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":52,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":69,"\u6bcf\u5f53\u7cfb\u7edf\u9700\u8981\u65b0\u7684\u6570\u636e\u8bad\u7ec3\u65f6":53,"\u6bcf\u6279\u6b21":50,"\u6bcf\u6b21":34,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":68,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":69,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":64,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":60,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":62,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":60,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":44,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":69,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":50,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":50,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":50,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":50,"\u6bcf\u969410\u5206\u949f":25,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":64,"\u6bcfdot":50,"\u6bcflog":50,"\u6bcfsave":50,"\u6bcftest":50,"\u6bd4\u5982":[26,31,34,64],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":39,"\u6bd4\u5982\u4ece\u96c6\u7fa4\u4e2d\u7684kafka":26,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":25,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":26,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":31,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":54,"\u6bd4\u5982mnist":26,"\u6bd4\u8f83\u5bb9\u6613\u5728\u5927\u6a21\u578b\u4e0b\u6ea2\u51fa":53,"\u6c34\u6e29":39,"\u6c49\u5ead":39,"\u6c60\u5316\u5c42":61,"\u6ca1":39,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":36,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":60,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":65,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":66,"\u6cd5\u8bed":69,"\u6ce8":25,"\u6ce8\u610f":[3,33,34,42,44,45,56,61],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":56,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":52,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":68,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":56,"\u6ce8\u91ca\u6389":68,"\u6cf3\u6c60":39,"\u6d41":39,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":43,"\u6d44":39,"\u6d4b\u8bd5":43,"\u6d4b\u8bd5\u6570\u636e":48,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":48,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":48,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":69,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":48,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":48,"\u6d4b\u8bd5\u6570\u6910\u96c6":68,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":50,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":43,"\u6d4b\u8bd5\u6837\u672c":48,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":68,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":52,"\u6d4b\u8bd5\u811a\u672c\u662f":67,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":68,"\u6d4b\u8bd5docker\u955c\u50cf":30,"\u6d4b\u8bd5model_list":49,"\u6d4b\u8bd5save_dir":49,"\u6d4f\u89c8\u4ee3\u7801":34,"\u6d6a\u6f2b\u7247":65,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":60,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":44,"\u6dd8\u5b9d\u7b49":68,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":67,"\u6df7\u5408":67,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":42,"\u6dfb\u52a0":43,"\u6dfb\u52a0\u4e0a\u6e38":43,"\u6dfb\u52a0\u4fee\u6539\u65e5\u5fd7":43,"\u6dfb\u52a0\u4fee\u6539\u8fc7\u7684\u6587\u4ef6":43,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":56,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":31,"\u6e29\u99a8":39,"\u6e90":69,"\u6e90\u4ee3\u7801":[34,64],"\u6e90\u4ee3\u7801\u683c\u5f0f":43,"\u6e90\u5b57\u5178":69,"\u6e90\u5e8f\u5217":42,"\u6e90\u7801":34,"\u6e90\u7801\u4e0edemo":55,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":45,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":69,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":60,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":60,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":60,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":62,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":62,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":67,"\u6f14\u793a\u91c7\u7528":67,"\u6fc0\u6d3b":44,"\u6fc0\u6d3b\u51fd\u6570":53,"\u6fc0\u6d3b\u51fd\u6570\u4e3asoftmax":53,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":64,"\u6fc0\u6d3b\u65b9\u7a0b":44,"\u6fc0\u6d3b\u7684\u7c7b\u578b":44,"\u6fc0\u6d3b\u7c7b\u578b\u7b49":53,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":39,"\u7136\u540e":[47,48,60,66],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":32,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":41,"\u7136\u540e\u4ecb\u7ecdpserver\u8fdb\u7a0b\u4e2d\u6982\u5ff5":53,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":69,"\u7136\u540e\u4f60\u53ef\u4ee5\u901a\u8fc7\u505a\u4e00\u4e2a\u672c\u5730\u5f00\u53d1\u5206\u652f\u5f00\u59cb\u5f00\u53d1":43,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":68,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":66,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":32,"\u7136\u540e\u52a0":53,"\u7136\u540e\u5355\u51fb":43,"\u7136\u540e\u53ea\u9700\u5728":43,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":56,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":62,"\u7136\u540e\u5728":69,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":39,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":34,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":69,"\u7136\u540e\u5728\u8c03\u7528":26,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":31,"\u7136\u540e\u5728etcd\u7684":25,"\u7136\u540e\u5b9a\u4e49":42,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":56,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":66,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":66,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":69,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":67,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":66,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":62,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":55,"\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":68,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":69,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":66,"\u7136\u540e\u7528\u5bc6\u7801":34,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":66,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":56,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":44,"\u7136\u540e\u89e3\u538b":69,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":69,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":66,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":66,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":56,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":56,"\u7136\u800c":[42,50],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":68,"\u7248\u672c":36,"\u7248\u672c\u5206\u652f":30,"\u7248\u672c\u53f7":30,"\u7248\u672c\u53f7rc":30,"\u7248\u672c\u57283":43,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":30,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":31,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":67,"\u7279\u5f81":66,"\u7279\u5f81\u56fe\u5747\u503c":62,"\u7279\u5f81\u56fe\u65b9\u5dee":62,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":62,"\u7279\u5f81\u6587\u4ef6":67,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":66,"\u72af\u7f6a\u7247":65,"\u73af\u5883\u53d8\u91cf":[26,56],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":31,"\u73b0\u5728":43,"\u73b0\u5728\u4f60\u7684":43,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":66,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":68,"\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e\u4e00\u4e2a\u5b8c\u6574\u7684lstm":53,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":47,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":26,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":26,"\u751f\u4ea7\u955c\u50cf":34,"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":34,"\u751f\u6210":56,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":45,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":42,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":69,"\u751f\u6210\u6570\u636e\u51fd\u6570\u63a5\u53e3":53,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":69,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":34,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":56,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":31,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":69,"\u751f\u6210\u7684html\u7248\u672c\u7684c":34,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":66,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":42,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":44,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":66,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":34,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":34,"\u7528":[65,66,67],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":64,"\u7528\u4e8e":48,"\u7528\u4e8e\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":26,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":68,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":44,"\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":52,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":42,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":50,"\u7528\u4e8e\u653e\u7f6e":48,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":60,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":42,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":50,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":68,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":42,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":61,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":48,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":48,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":42,"\u7528\u547d\u4ee4":53,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":39,"\u7528\u6237":48,"\u7528\u62371\u7684\u7279\u5f81":66,"\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":41,"\u7528\u6237\u53ea\u9700\u6267\u884c":67,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":67,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":34,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":34,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":45,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003":53,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":45,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":60,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":64,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":50,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":52,"\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":34,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":33,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":33,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":31,"\u7528\u6237\u5728\u4f7f\u7528v2":26,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":45,"\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":56,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":67,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":31,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":60,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":66,"\u7528\u6237\u7279\u5f81":66,"\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u521d\u59cb\u5316reader":26,"\u7528\u6237\u8bad\u7ec3\u7a0b\u5e8f\u63d0\u4ea4\u5230\u96c6\u7fa4\u4e4b\u540e":26,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":67,"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":52,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":31,"\u7528\u6237\u9700\u8981\u81ea\u5df1\u89e3\u7801":26,"\u7528\u6237\u9700\u8981\u81ea\u5df1\u8f6c\u6362\u6210\u6574\u5f62":26,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":45,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":66,"\u7528\u6237id":65,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":65,"\u7528\u6700\u65b0\u7684":43,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":44,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":32,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":66,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":66,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":32,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":56,"\u7528tab\u5206\u9694\u5f00":26,"\u7531":41,"\u7531\u4e8e":43,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":34,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":39,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":54,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":25,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":32,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":65,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":44,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":67,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":69,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":62,"\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":25,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":32,"\u7531\u4e8estep":41,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":38,"\u7531grouplen":65,"\u7535\u5f711\u7684\u7279\u5f81":66,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":65,"\u7535\u5f71\u540d\u5b57\u6bb5":66,"\u7535\u5f71\u540d\u79f0":65,"\u7535\u5f71\u548c\u7528\u6237":66,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":66,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":65,"\u7535\u5f71\u7279\u5f81":66,"\u7535\u5f71\u7c7b\u578b":65,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":65,"\u7535\u5f71id":65,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":65,"\u7535\u8111":39,"\u767e\u4e07\u6570\u636e\u96c6":65,"\u7684":[39,43,48,55,56,64,68],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":41,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":32,"\u7684\u4e00\u79cd":69,"\u7684\u4e3a0":50,"\u7684\u4e3b\u8981\u90e8\u5206":67,"\u7684\u4efb\u4e00\u4e00\u79cd":31,"\u7684\u4efb\u52a1":69,"\u7684\u4f5c\u7528":53,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":38,"\u7684\u504f\u7f6e\u5411\u91cf":44,"\u7684\u5185\u5b58":31,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":69,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":56,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":47,"\u7684\u51fd\u6570":53,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":62,"\u7684\u522b\u540d":[6,7,13,14,15,16],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":66,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":50,"\u7684\u53d8\u6362\u77e9\u9635":44,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":68,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":42,"\u7684\u540e\u7f00":65,"\u7684\u5411\u91cf":44,"\u7684\u542f\u52a8\u53c2\u6570":56,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":54,"\u7684\u5747\u5300\u5206\u5e03":31,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":32,"\u7684\u5e73\u5747\u503c":38,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":39,"\u7684\u603b":48,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u6570\u636e":53,"\u7684\u6570\u636e\u6d41\u56fe":26,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":64,"\u7684\u6570\u76ee\u4e00\u81f4":38,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":69,"\u7684\u65b9\u7a0b":44,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":36,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":31,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":39,"\u7684\u6700\u5c0f\u503c":50,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":42,"\u7684\u6837\u5f0f":43,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":41,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":41,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":67,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":60,"\u7684\u7279\u5f81":62,"\u7684\u72b6\u6001":41,"\u7684\u7528\u6237\u53c2\u8003":48,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":66,"\u7684\u76f8\u5173\u6587\u6863\u8fdb\u884c\u914d\u7f6e":53,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":32,"\u7684\u77e9\u9635":44,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":69,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":44,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":67,"\u7684\u7b2ci\u4e2a\u503c":44,"\u7684\u7b2cj\u4e2a\u503c":44,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":48,"\u7684\u7ed3\u6784\u5982\u4e0b":66,"\u7684\u7ef4\u5ea6":60,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":69,"\u7684\u89c4\u8303":27,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":64,"\u7684\u8bdd":31,"\u7684\u8def\u5f84\u4e2d":68,"\u7684\u8f93\u5165":41,"\u7684\u8f93\u51fa":47,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":47,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":42,"\u7684\u8f93\u51fa\u683c\u5f0f":39,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":42,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":65,"\u7684\u90e8\u5206":48,"\u7684\u914d\u7f6e":[53,60],"\u7684\u9875\u9762":43,"\u7684docker\u955c\u50cf":34,"\u76ee\u524d":[41,43,67],"\u76ee\u524d\u4f7f\u7528":43,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":25,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":38,"\u76ee\u524d\u652f\u6301fail":50,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":50,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":41,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":45,"\u76ee\u5f55":[48,55,56,68],"\u76ee\u5f55\u4e0b":[28,44,64,69],"\u76ee\u5f55\u4e0b\u627e\u5230":64,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":31,"\u76ee\u5f55\u4e2d":[48,66],"\u76ee\u5f55\u4e2d\u7684":[47,48],"\u76ee\u5f55\u4e2d\u8fd0\u884c":43,"\u76ee\u5f55\u4e2dpaddl":56,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":67,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":56,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":69,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":64,"\u76ee\u6807":69,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":67,"\u76ee\u6807\u5411\u91cf":42,"\u76ee\u6807\u5b57\u5178":69,"\u76ee\u6807\u8bed\u8a00\u7684\u6587\u672c":26,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":31,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":32,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u76f4\u63a5\u8fd0\u884c":34,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":64,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":61,"\u76f8\u5173\u8bba\u6587":67,"\u76f8\u53cd":69,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":31,"\u76f8\u5bf9":39,"\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":64,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":67,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":67,"\u76f8\u5f53":39,"\u77e9\u9635":49,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":68,"\u7814\u7a76\u751f":65,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":43,"\u793a":64,"\u793a\u4f8b":[31,62],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":39,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":39,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":39,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":25,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":31,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":69,"\u795e\u7ecf\u7f51\u7edc\u7684\u67d0\u4e00\u5c42":53,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":39,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":31,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":32,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u4e3b\u8981\u5305\u62ec\u7f51\u7edc\u8fde\u63a5":53,"\u79bb":39,"\u79bb\u7ebf\u6279\u5904\u7406":26,"\u79d1\u5b66\u5bb6":65,"\u79d1\u5e7b\u7247":65,"\u79f0\u4e3a":[42,53],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":34,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":34,"\u79f0\u4e3a\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":53,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":38,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":50,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":44,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":56,"\u7a00\u758f\u768401\u5411\u91cf":3,"\u7a00\u758f\u7684\u5411\u91cf":3,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":52,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":56,"\u7a0b\u5e8f\u505c\u6b62":50,"\u7a0b\u5e8f\u5458":65,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":50,"\u7a0d\u505a\u8be6\u7ec6\u8bf4\u660e":53,"\u7a20\u5bc6\u5411\u91cf":44,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":56,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":3,"\u7a97\u6237":39,"\u7acb\u523b\u9000\u51fa":31,"\u7aef\u53e3":48,"\u7aef\u53e3\u6570":48,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":48,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":31,"\u7b2c":39,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":34,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":39,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":30,"\u7b2c\u4e00\u5929":39,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":34,"\u7b2c\u4e00\u884c\u4ece":68,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":62,"\u7b2c\u4e00\u884c\u662f":60,"\u7b2c\u4e00\u884c\u7684":69,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":32,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":68,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":69,"\u7b2c\u4e09\u6b65":62,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":30,"\u7b2c\u4e8c":68,"\u7b2c\u4e8c\u4e2a\u4e3a":30,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":34,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":69,"\u7b2c\u4e8c\u6b65":[60,62],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":34,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":62,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":32,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":44,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u5176\u4ed6":69,"\u7b49\u53c2\u6570":56,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":54,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":54,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[43,64,69],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":54,"\u7b80\u4ecb":46,"\u7b80\u5355\u6765\u8bf4":47,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":31,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":66,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":47,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":66,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":55,"\u7b80\u76f4":39,"\u7b97\u6cd5":[31,32,42,68],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":42,"\u7b97\u6cd5\u914d\u7f6e":68,"\u7ba1\u7406\u4eba\u5458":65,"\u7ba1\u7406\u5458":65,"\u7c7b\u4f3c":[28,38],"\u7c7b\u4f3c\u5730":67,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":44,"\u7c7b\u522b\u4e2a\u6570":61,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":49,"\u7c7b\u522bid":64,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":64,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,50,66],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":38,"\u7c7b\u578b\u662fsparse_binary_vector":3,"\u7c7b\u578b\u662fsparse_float_vector":3,"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":39,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":44,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":44,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":31,"\u7cfb\u7edfc":53,"\u7d2f\u52a0\u6c42\u548c":53,"\u7ea2\u697c\u68a6":60,"\u7eaa\u5f55\u7247":65,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":34,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":32,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":32,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":32,"\u7ebf\u7a0bid\u53f7":52,"\u7ec4\u6210":53,"\u7ec6\u8282\u63cf\u8ff0":51,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":37,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":31,"\u7ed3\u5408":54,"\u7ed3\u675f\u6807\u8bb0":42,"\u7ed3\u6784\u5982\u4e0b":68,"\u7ed3\u6784\u5982\u4e0b\u56fe":60,"\u7ed3\u679c\u4fdd\u5b58\u5728":67,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":68,"\u7ed3\u8bba":27,"\u7ed9":39,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":61,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":61,"\u7ed9\u5b9a\u52a8\u8bcd":67,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":68,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":41,"\u7edd\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4e0d\u5e94\u8be5":43,"\u7ee7\u7eed\u6df1\u5165\u4e86\u89e3":53,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":39,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":39,"\u7ef4\u5ea6\u4e3aword_dim":64,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":64,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":64,"\u7ef4\u62a4":54,"\u7ef4\u7a7a\u95f4":42,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":42,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":31,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":66,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":56,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":56,"\u7f16\u53f7":66,"\u7f16\u53f7\u4ece0\u5f00\u59cb":31,"\u7f16\u53f7\u5b57\u6bb5":66,"\u7f16\u7801\u5411\u91cf":42,"\u7f16\u7801\u5668\u8f93\u51fa":42,"\u7f16\u7801\u6e90\u5e8f\u5217":42,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":69,"\u7f16\u8bd1":34,"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":45,"\u7f16\u8bd1\u5b8c\u6210\u540e":45,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":50,"\u7f16\u8bd1\u6d41\u7a0b":37,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":35,"\u7f16\u8bd1\u751f\u6210":45,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":30,"\u7f16\u8bd1\u9009\u9879":33,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1ubuntu\u7684deb\u5305":30,"\u7f16\u8f91":54,"\u7f29\u653e\u53c2\u6570":62,"\u7f51\u7edc":[67,68],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":54,"\u7f51\u7edc\u540d\u79f0":64,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":44,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":44,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":44,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":44,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":50,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":44,"\u7f51\u7edc\u63a5\u53e3\u5361":48,"\u7f51\u7edc\u6a21\u5757":62,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":67,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":68,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":53,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e5f\u53ef\u901a\u8fc7":53,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":66,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u4e09\u90e8\u5206":53,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u8fd9\u4e09\u90e8\u5206\u8be5\u6982\u5ff5":53,"\u7f51\u7edc\u8fde\u63a5":53,"\u7f51\u7edc\u901a\u4fe1":44,"\u7f51\u7edc\u914d\u7f6e":[48,64,68],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[62,67],"\u800c":[32,42,55,66],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":68,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f":43,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":48,"\u800c\u4e0d\u662f\u65b0\u6570\u636e\u9a71\u52a8\u7cfb\u7edf":53,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":31,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":39,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":68,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":69,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":50,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":47,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":47,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":52,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":25,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":39,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":62,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":68,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":39,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":39,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":39,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":47,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":31,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":47,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":49,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":68,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":42,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":52,"\u800c\u7cfb\u7edf\u4e2d\u7684":31,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":39,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":39,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":33,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":41,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800cweight":61,"\u804c\u4e1a":65,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":65,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":41,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":41,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":64,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":41,"\u80fd\u83b7\u53d6":48,"\u811a\u672c":[48,61,66],"\u811a\u672c\u4fdd\u5b58\u5728":61,"\u811a\u672c\u5f00\u59cb\u65f6":56,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":68,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":68,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":61,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":48,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":41,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":25,"\u81ea\u52a8\u751f\u6210":45,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":42,"\u81ea\u5e95\u5411\u4e0a\u6cd5":64,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":52,"\u81ea\u7531\u804c\u4e1a\u8005":65,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,39],"\u8212\u9002":39,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":65,"\u8282\u70b9\u4e2d\u7684":48,"\u82e5":44,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":38,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":47,"\u82e5\u6709\u5fc5\u8981":44,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":38,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":38,"\u82f1\u6587\u6587\u6863":45,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":45,"\u82f1\u8bed":69,"\u8303\u56f4":52,"\u83b7\u53d6\u5229\u7528":64,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":68,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":25,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":64,"\u83b7\u53d6\u901a\u8fc7":68,"\u83b7\u53d6trainer":56,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":44,"\u867d\u7136":32,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\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":48,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":49,"\u884c":60,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":62,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":65,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":34,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":44,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":44,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":54,"\u8868\u793a\u4e3adeviceid":52,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":48,"\u8868\u793a\u5973\u6027":65,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":39,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":48,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":48,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":69,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":65,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":64,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":68,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":68,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":68,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":56,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":64,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":64,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":56,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u88ab\u653e\u5728":44,"\u88ab\u79f0\u4e3a":42,"\u88ab\u79f0\u4e3a\u6570\u636e\u63d0\u4f9b\u5668":53,"\u897f\u90e8\u7247":65,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":66,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":69,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":47,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":48,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":61,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":66,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":38,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":41,"\u8981\u8c03\u7528":44,"\u8981\u8fbe\u5230\u8fd9\u6837\u7684\u76ee\u6807":26,"\u89c2\u5bdf\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u914d\u7f6e":43,"\u89e3\u51b3\u529e\u6cd5\u662f":31,"\u89e3\u51b3\u65b9\u6848\u662f":31,"\u89e3\u538b":69,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":66,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":66,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":56,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":42,"\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":42,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":69,"\u89e3\u91ca":64,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97":42,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":32,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":42,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":44,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":42,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":44,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":32,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":44,"\u8ba1\u7b97\u8f93\u51fa":44,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":25,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":64,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":66,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[49,68],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":25,"\u8bad\u7ec3\u4f5c\u4e1a":48,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":61,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":67,"\u8bad\u7ec3\u540e":67,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":30,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":48,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":47,"\u8bad\u7ec3\u5b8c\u6210\u540e":32,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":69,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":31,"\u8bad\u7ec3\u6570\u636e\u7684\u683c\u5f0f\u5f80\u5f80\u5404\u4e0d\u76f8\u540c":53,"\u8bad\u7ec3\u6570\u6910\u96c6":68,"\u8bad\u7ec3\u65f6":56,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":64,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b":37,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":68,"\u8bad\u7ec3\u6a21\u578b\u540e":42,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":30,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":69,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":67,"\u8bad\u7ec3\u7b97\u6cd5":53,"\u8bad\u7ec3\u7b97\u6cd5\u901a\u5e38\u5b9a\u4e49\u5728\u53e6\u4e00\u5355\u72ecpython\u6587\u4ef6\u4e2d":53,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":56,"\u8bad\u7ec3\u811a\u672c":64,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":64,"\u8bad\u7ec3\u81f3\u591a":66,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":56,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":31,"\u8bad\u7ec3\u8f6e\u6b21":64,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":31,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":49,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":50,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":50,"\u8bad\u7ec3\u8fdb\u7a0b":53,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":50,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6e90":53,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u7684\u6570\u636e\u6e90\u914d\u7f6e\u4e2d\u6307\u5b9adataprovider\u6587\u4ef6\u540d\u5b57":53,"\u8bad\u7ec3\u9636\u6bb5":53,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":68,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":68,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":68,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":61,"\u8bad\u7ec3dot_period":49,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":30,"\u8bb0\u5fc6\u6a21\u5757":42,"\u8bba\u6587":62,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":48,"\u8bbe\u4e3a\u672c\u5730":48,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":44,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":50,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":50,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":69,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":69,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":68,"\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":31,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[31,46,66],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":68,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":68,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":68,"\u8bbe\u7f6e\u6210":31,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":31,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":67,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":68,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":68,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":68,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":69,"\u8bbe\u7f6e\u7c7b\u522b\u6570":68,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[67,68],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":68,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":44,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":68,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":52,"\u8bbe\u7f6ebatch":68,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":69,"\u8bbe\u7f6egpu":50,"\u8bbe\u7f6epass":68,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":69,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":56,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":32,"\u8bc4\u4f30\u5668":53,"\u8bc4\u4f30\u5668\u53ef\u4ee5\u8bc4\u4ef7\u6a21\u578b\u7ed3\u679c":53,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":64,"\u8bc4\u5206":[65,66],"\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":66,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":65,"\u8bc6\u522b\u6570\u5b57":30,"\u8bcd\u5411\u91cf":[30,60],"\u8bcd\u5411\u91cf\u6a21\u578b":63,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":60,"\u8bcd\u9891\u6700\u9ad8\u7684":69,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":47,"\u8be5":[48,67],"\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":50,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":50,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":50,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":50,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":50,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":50,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":50,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":50,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":50,"\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":44,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":64,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":50,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":44,"\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":33,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":65,"\u8be5\u6570\u636e\u96c6":60,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":65,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":65,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":50,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":66,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":62,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":66,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":61,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":64,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":69,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":32,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":42,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":66,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":66,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":66,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":32,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":44,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":66,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":62,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":61,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":44,"\u8be5layer\u5c06\u591a\u4e2a\u8f93\u5165":53,"\u8be5python\u4ee3\u7801\u53ef\u4ee5\u751f\u6210protobuf\u5305":53,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":39,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":48,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":64,"\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003":53,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":62,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":31,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":64,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":33,"\u8be6\u7ec6\u89c1":38,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[63,67],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":30,"\u8bed\u8a00\u6a21\u578b":60,"\u8bf4\u660e":[25,33,56],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":66,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":44,"\u8bf7\u4e0d\u8981\u6df7\u6dc6":53,"\u8bf7\u4f7f\u7528":43,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":45,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":52,"\u8bf7\u53c2\u8003":[3,28,31,39,42,44,45,53,64],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":64,"\u8bf7\u53c2\u8003\u9875\u9762":66,"\u8bf7\u53c2\u8003layer\u6587\u6863":61,"\u8bf7\u53c2\u9605":42,"\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":67,"\u8bf7\u5b89\u88c5cuda":36,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":45,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":34,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":50,"\u8bf7\u67e5\u770b":60,"\u8bf7\u6c42\u53ef\u80fd\u4f1a\u5931\u6548":43,"\u8bf7\u6c42\u65f6":43,"\u8bf7\u6ce8\u610f":[34,42,55,60],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":52,"\u8bf7\u786e\u4fdd":43,"\u8bf7\u8bb0\u4f4f":48,"\u8bf7\u8fd0\u884c":34,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":31,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":52,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":32,"\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":56,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":56,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":56,"\u8c03\u7528":[44,61],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":32,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":44,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":67,"\u8d1f\u6837\u672c":64,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":68,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":68,"\u8d21\u732e\u6587\u6863":45,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":54,"\u8d77":39,"\u8def\u5f84\u4e0b":[32,62],"\u8df3\u8f6c\u5230":43,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":61,"\u8f6c\u5230":43,"\u8f6c\u6362\u8fc7\u6765\u7684":62,"\u8f6e":66,"\u8f83":39,"\u8f93\u5165":[38,42],"\u8f93\u5165\u5168\u662f\u5176\u4ed6layer\u7684\u8f93\u51fa":53,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":41,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":41,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":61,"\u8f93\u5165\u5c42\u5c3a\u5bf8":62,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":39,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":39,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":52,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":68,"\u8f93\u5165\u6587\u672c":60,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":60,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":44,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":44,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":62,"\u8f93\u5165\u7684":60,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":69,"\u8f93\u5165\u7684\u540d\u5b57":44,"\u8f93\u5165\u7684\u5927\u5c0f":44,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":60,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8f93\u5165\u7684\u7c7b\u578b":44,"\u8f93\u5165\u95e8":68,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":68,"\u8f93\u5165n\u4e2a\u5355\u8bcd":64,"\u8f93\u51fa":[38,42],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":41,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":64,"\u8f93\u51fa\u51fd\u6570":42,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":38,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":41,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":66,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":60,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":68,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":68,"\u8f93\u51fa\u67092\u5217":60,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":62,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":60,"\u8f93\u51fa\u7684\u68af\u5ea6":50,"\u8f93\u51fa\u76ee\u5f55":62,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":55,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":25,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":39,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":31,"\u8fd0":34,"\u8fd0\u884c":36,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":66,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":69,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":34,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":60,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":60,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":32,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":34,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":48,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[31,46,64],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":34,"\u8fd0\u884c\u5931\u8d25":52,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":60,"\u8fd0\u884c\u5b8c\u6210\u540e":48,"\u8fd0\u884c\u5b8c\u811a\u672c":68,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":60,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":68,"\u8fd0\u884c\u65e5\u5fd7":48,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":56,"\u8fd1":39,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":69,"\u8fd4\u56de":[8,9,10,11,16,17,20,22],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":67,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":66,"\u8fd4\u56de\u6587\u4ef6\u4e2d\u7684\u5404\u5217":26,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":3,"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":30,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":44,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,11,16,17,20,22],"\u8fd8\u4f1a":39,"\u8fd8\u662f":39,"\u8fd8\u6709":39,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":68,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":67,"\u8fd8\u9700\u8981\u8bbe\u7f6e\u4e0b\u9762\u4e24\u4e2a\u53c2\u6570":53,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":61,"\u8fd9":[31,39,64],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":47,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":41,"\u8fd9\u4e09\u4e2a\u5206\u652f":30,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":64,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":48,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":61,"\u8fd9\u4e24\u4e2a\u6807\u51c6":67,"\u8fd9\u4e24\u4e2a\u9700\u8981\u4e0e":53,"\u8fd9\u4e2a":[39,54],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":31,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":31,"\u8fd9\u4e2a\u51fd\u6570\u7684":42,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":39,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":42,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u5305\u91cc\u9762\u5305\u542b\u4e86\u6a21\u578b\u914d\u7f6e\u9700\u8981\u7684\u5404\u4e2a\u6a21\u5757":53,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\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":69,"\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":56,"\u8fd9\u4e2a\u57fa\u7c7b":44,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":68,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":41,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":39,"\u8fd9\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u662f\u6bcf\u4e00\u4e2a\u8bad\u7ec3\u6216\u8005\u6d4b\u8bd5\u6587\u4ef6\u7684\u8def\u5f84":53,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":69,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":64,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":69,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":39,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":34,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":44,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":44,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":67,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":54,"\u8fd9\u4e2a\u8868\u683c":54,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":41,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":32,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":60,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u7f51\u7edc\u7531":53,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":69,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":34,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":42,"\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":28,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":56,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":41,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":31,"\u8fd9\u4e9b":48,"\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":26,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":56,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":66,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":44,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":31,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":31,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":62,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":62,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":62,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":67,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":39,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":44,"\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":32,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":44,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":69,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":39,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":33,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":39,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":67,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":39,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":67,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":42,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":69,"\u8fd9\u5c31\u662f":53,"\u8fd9\u5df2\u7ecf\u5728":68,"\u8fd9\u610f\u5473\u7740":42,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":32,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":52,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":68,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":38,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":61,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":39,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":31,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":69,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":69,"\u8fd9\u6837":[28,32,48],"\u8fd9\u6837\u4fdd\u8bc1":30,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":31,"\u8fd9\u6837\u5355\u4e2a\u5b50\u7ebf\u7a0b\u7684\u957f\u5ea6\u5c31\u4e0d\u4f1a\u6ea2\u51fa\u4e86":53,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":52,"\u8fd9\u6837\u5bb9\u5668\u7684":56,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":66,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":26,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":34,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":44,"\u8fd9\u6837\u7684\u8bdd":55,"\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":66,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":47,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":32,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":44,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":31,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":44,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":52,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":42,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":41,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":56,"\u8fd9\u7bc7\u6587\u7ae0":69,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":39,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":42,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc":[31,34,42,53,54,56,62,67],"\u8fd9\u91cc\u4e5f\u53ef\u53eb\u5206\u7c7b\u5c42":53,"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":34,"\u8fd9\u91cc\u4ee5":64,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":32,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":32,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":68,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":39,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":31,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":32,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":69,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":64,"\u8fd9\u91cc\u5bf9":53,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":32,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":66,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":61,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":61,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":66,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":44,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":34,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":56,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":64,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":32,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":69,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":69,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":48,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":69,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":69,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":69,"\u8fd9\u91cc\u7528\u6237\u9700\u8981\u7684\u5176\u5b9e\u662f\u6574\u5f62":26,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":61,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":64,"\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecdlayer":53,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":54,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":69,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":69,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":69,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":64,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":25,"\u8fd9\u91cc\u9762batch\u662f\u542b\u6709128\u4e2adata":26,"\u8fdb\u5165":68,"\u8fdb\u5165\u5bb9\u5668":55,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":34,"\u8fdb\u7a0b":53,"\u8fdb\u7a0b\u4e2d\u53ef\u4ee5\u542f\u52a8\u591a\u4e2a\u5b50\u7ebf\u7a0b\u53bb\u63a5\u53d7":53,"\u8fdb\u7a0b\u4e4b\u540e":53,"\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u4e2a\u7aef\u53e3\u7528\u6765\u505a\u7a20\u5bc6\u66f4\u65b0":53,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":56,"\u8fdb\u7a0b\u7684":48,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":56,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":56,"\u8fdb\u7a0b\u7aef\u53e3\u662f":53,"\u8fdb\u7a0b\u9700\u8981\u7684":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":30,"\u8fdb\u884c\u4e86":39,"\u8fdb\u884c\u4f7f\u7528":61,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":56,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":56,"\u8fdb\u884c\u540c\u6b65":53,"\u8fdb\u884c\u5f00\u53d1":43,"\u8fdb\u884c\u62c6\u89e3":39,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":44,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":32,"\u8fdb\u884c\u9884\u6d4b":64,"\u8fdb\u9636\u6307\u5357":59,"\u8fde\u63a5":41,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":68,"\u9000\u4f11\u4eba\u5458":65,"\u9000\u51fa\u5bb9\u5668":55,"\u9002\u4e2d":39,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":34,"\u9009":39,"\u9009\u62e9":39,"\u9009\u62e9\u4f60\u7684\u5f00\u53d1\u5206\u652f\u5e76\u5355\u51fb":43,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":64,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":50,"\u9009\u62e9\u8fc7\u540e\u7684":69,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":54,"\u9009\u62e9glusterfs\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u670d\u52a1":26,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":65,"\u9009\u9879":[33,60],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u901a\u5e38":[28,48,68],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":56,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":52,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":31,"\u901a\u5e38\u5728\u9ad8\u7ea7\u60c5\u51b5\u4e0b":53,"\u901a\u5e38\u60c5\u51b5\u4e0b":47,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":55,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":25,"\u901a\u5e38\u662f\u4e00\u4e2apython\u51fd\u6570":53,"\u901a\u5e38\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u90fd\u4f1a\u5305\u62ec":53,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":54,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":42,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":44,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":39,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":52,"\u901a\u7528":49,"\u901a\u77e5":39,"\u901a\u77e5\u7cfb\u7edf\u4e00\u8f6e\u6570\u636e\u8bfb\u53d6\u7ed3\u675f":53,"\u901a\u8fc7":[31,39,44,48,53,64],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":41,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":61,"\u901a\u8fc7\u4f7f\u7528":33,"\u901a\u8fc7\u51fd\u6570":56,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":61,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":31,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":41,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":41,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":43,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":68,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":64,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":44,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":64,"\u901a\u8fc7data":41,"\u901a\u8fc7volum":54,"\u903b\u8f91\u56de\u5f52":64,"\u9053\u6b49":39,"\u9069":39,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":30,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":65,"\u9075\u5faa\u6587\u7ae0":60,"\u90a3\u4e48":[28,41,44],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":41,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":31,"\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":31,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":31,"\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":31,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":32,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":42,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":42,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":31,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":31,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":45,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":31,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":31,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":52,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":47,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":47,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":31,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":47,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":47,"\u90ae\u7f16":65,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":54,"\u90fd":39,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":50,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":32,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":39,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":38,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":39,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":44,"\u914d\u5408\u4f7f\u7528":53,"\u914d\u7f6e":68,"\u914d\u7f6e\u4e86\u7f51\u7edc":66,"\u914d\u7f6e\u51fa\u975e\u5e38\u590d\u6742\u7684\u7f51\u7edc":53,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":61,"\u914d\u7f6e\u5982\u4e0b":60,"\u914d\u7f6e\u6253\u5f00":47,"\u914d\u7f6e\u6570\u636e\u6e90":53,"\u914d\u7f6e\u6587\u4ef6":64,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":44,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":60,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":48,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":42,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":44,"\u914d\u7f6eapi":38,"\u9152\u5e97":39,"\u91c7\u6837\u5c42":66,"\u91c7\u7528":67,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":67,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":50,"\u91c7\u7528multi":31,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":25,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":55,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":36,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":62,"\u91cc\u7684\u65e5\u5fd7":48,"\u91cc\u901a\u8fc7train_list\u548ctest_list\u6307\u5b9a\u662f\u8bad\u7ec3\u6587\u4ef6\u5217\u8868\u548c\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":53,"\u91cc\u9762\u6db5\u76d6\u4e86":34,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":34,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":47,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":55,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":31,"\u9488\u5bf9\u6587\u672c":66,"\u94a9\u5b50\u4f1a\u68c0\u67e5\u672c\u5730\u4ee3\u7801\u662f\u5426\u5b58\u5728":43,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":33,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":64,"\u9500\u552e":65,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9519\u8bef\u7387":64,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":31,"\u955c\u50cf\u91cc\u6709":55,"\u957f\u5ea6":31,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":42,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":42,"\u95ee\u9898":32,"\u95f4\u9694":64,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":50,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":50,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":39,"\u9664\u53bbdata\u5c42":64,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":60,"\u9664\u96f6\u7b49\u95ee\u9898":31,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":67,"\u968f\u673a\u6570\u7684\u79cd\u5b50":50,"\u968f\u673a\u6570seed":49,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":32,"\u9694\u5f00":62,"\u96c6":65,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":69,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":69,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":50,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":55,"\u96c6\u7fa4\u4f1a\u81ea\u52a8\u8bbe\u7f6e":26,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":48,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":48,"\u96c6\u7fa4\u5de5\u4f5c":48,"\u96c6\u7fa4\u6d4b\u8bd5":49,"\u96c6\u7fa4\u8bad\u7ec3":49,"\u96c6\u7fa4\u8fdb\u7a0b":48,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":48,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":48,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":48,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":47,"\u9700\u8981\u4e0e":53,"\u9700\u8981\u4ecemaster\u7684\u961f\u5217\u4e2d\u83b7\u5f97\u9700\u8981\u5f00\u59cb\u6267\u884c\u7684\u8bad\u7ec3task":26,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":56,"\u9700\u8981\u4fdd\u5b58\u4e00\u4e9b\u9884\u7f6e\u7684\u516c\u5f00\u6570\u636e\u96c6":26,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":54,"\u9700\u8981\u542f\u52a8":53,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":56,"\u9700\u8981\u5728":48,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":55,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":45,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":62,"\u9700\u8981\u5b9e\u73b0\u4e0b\u9762\u7684\u529f\u80fd":26,"\u9700\u8981\u5bf9":54,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":31,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":68,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":30,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":39,"\u9700\u8981\u660e\u786e\u6307\u5b9a":50,"\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":54,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":56,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[30,50,53,66],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":44,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":39,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":41,"\u9700\u8981import\u8fd9\u4e9b\u51fd\u6570":53,"\u9700\u8981python\u63a5\u53e3\u91cc\u5904\u7406shuffl":53,"\u975e\u5e38\u6570":44,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":44,"\u97f3\u4e50\u5267":65,"\u9875\u9762\u4e2d\u7684":43,"\u987a\u5e8f":39,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":66,"\u9884\u5904\u7406\u811a\u672c":68,"\u9884\u5b9a\u4e49\u7f51\u7edc":68,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":68,"\u9884\u6d4b\u540e":67,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":68,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":62,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":66,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":64,"\u9884\u6d4b\u811a\u672c\u662f":67,"\u9884\u6d4b\u9636\u6bb5":53,"\u9884\u6d4bid":64,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":68,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":60,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":60,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":62,"\u989d\u5916\u7684\u53c2\u6570":64,"\u9996\u5148":[3,32,39,42,44,60,62,64,67,68],"\u9996\u5148\u4e0b\u8f7dcifar":61,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":33,"\u9996\u5148\u5b89\u88c5paddlepaddl":68,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":44,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":44,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":69,"\u9a71\u52a8":45,"\u9a8c\u8bc1\u65b0\u7684":43,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":65,"\u9ad8\u4eae\u90e8\u5206":39,"\u9ad8\u53ef\u7528":54,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":42,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":31,"\u9ed1\u8272\u7535\u5f71":65,"\u9ed8\u8ba4":[3,50,69],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":64,"\u9ed8\u8ba4\u4e0d\u663e\u793a":50,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":41,"\u9ed8\u8ba4\u4e3a0":[50,52],"\u9ed8\u8ba4\u4e3a1":[3,52],"\u9ed8\u8ba4\u4e3a100":52,"\u9ed8\u8ba4\u4e3a4096mb":50,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":66,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":41,"\u9ed8\u8ba4\u4e3anull":50,"\u9ed8\u8ba4\u4f7f\u7528\u591a\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u548c\u5206\u7c7b\u9519\u8bef\u7387\u7edf\u8ba1\u8bc4\u4f30\u5668":53,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":50,"\u9ed8\u8ba4\u503c":[33,38,52],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":41,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[31,48,68],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":68,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":39,"\u9ed8\u8ba4\u662f0":53,"\u9ed8\u8ba4\u662f1":53,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":68,"\u9ed8\u8ba4\u7684":55,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":52,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":48,"acc\u00e9l\u00e9r\u00e9":26,"adamax\u7b49":64,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":64,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":40,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":54,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":45,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u7f16\u5199\u8bad\u7ec3\u4efb\u52a1\u65f6":26,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":31,"atlas\u7684\u8def\u5f84":33,"avx\u7684\u955c\u50cf":34,"awselasticblockstore\u7b49":54,"batch\u4e2d\u5305\u542b":31,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":50,"batches\u6b21":50,"bin\u548c\u8bc4\u5206\u6587\u4ef6":66,"blas\u7684\u8def\u5f84":33,"block\u6784\u6210\u4e00\u4e2amodel":25,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":30,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":34,"book\u7684docker\u955c\u50cf":34,"bool\u578b\u53c2\u6570":3,"boolean":[10,16,27],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":30,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":30,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":34,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":34,"byte":31,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"caoying\u7684pul":69,"case":[10,16,28,29,47],"class":[7,10,12,14,15,16,17,18,19,20,22,23,27,31,44,68],"cmake\u4e2d\u5c06":47,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":31,"cmake\u7f16\u8bd1\u65f6":33,"cmake\u914d\u7f6e\u4e2d\u5c06":47,"conf\u4f5c\u4e3a\u914d\u7f6e":69,"const":44,"container\u4e2d":55,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":31,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":52,"count\u548cgpu":52,"cpu\u7248\u672c":36,"cuda\u5e73\u53f0":36,"cuda\u5e93":50,"cudnn\u5e93":[33,50],"d\u00e9rap\u00e9":26,"dat\u4e2d":66,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":26,"data\u662f\u5bf9\u5e94\u56fe\u50cf\u6587\u4ef6\u7684\u6ca1\u6709\u89e3\u7801\u7684\u539f\u59cb\u4e8c\u8fdb\u5236\u6570\u636e":26,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":56,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":39,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":39,"dataprovider\u662f\u88ab\u7cfb\u7edf\u8c03\u7528":53,"dataprovider\u662fpaddlepaddle\u7cfb\u7edf\u7684\u6570\u636e\u63d0\u4f9b\u5668":53,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,64],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":31,"dataprovider\u8fd4\u56de\u7a7a\u6570\u636e":53,"dataprovider\u91cc\u5b9a\u4e49\u6570\u636e\u8bfb\u53d6\u51fd\u6570":53,"deb\u5305":30,"deb\u5305\u7f16\u8bd1\u95ee\u9898":30,"deb\u5b89\u88c5\u5305":36,"decay\u5219\u4e3a0":61,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":41,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":41,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":41,"decoer\u67b6\u6784":41,"default":[7,9,10,11,12,15,16,17,19,20,22,23,52,55,56,68],"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":66,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":69,"docker\u5b58\u5728\u95ee\u9898":34,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":45,"docker\u7684\u5b98\u7f51":45,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":34,"dockerfile\u4f4d\u4e8epaddlepaddl":34,"dockers\u8bbe\u7f6e":34,"dropout\u7684\u6bd4\u4f8b":44,"elec\u6d4b\u8bd5\u96c6":64,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":64,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":41,"encoder\u8f93\u51fa":41,"entropy\u4f5c\u4e3acost":31,"evaluator\u7684\u503c\u4f4e\u4e8e0":69,"export":[31,34,36,61],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":3,"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":52,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":52,"final":[11,17,66],"float":[3,7,9,10,12,15,16,18,20,32,47,62,66],"float\u7b49":52,"function":[8,10,11,12,16,17,18,20,23,24,29,42,68],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":69,"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":43,"github\u4e0a":43,"github\u5141\u8bb8\u81ea\u52a8\u66f4\u65b0":43,"github\u9996\u9875":43,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":33,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":47,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":34,"gpu\u548ccpu\u901a\u4fe1":53,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":46,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":50,"gpu\u7248\u672c":36,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":67,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":31,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":68,"group\u6559\u7a0b":40,"gru\u6216lstm":42,"gru\u6a21\u578b":64,"gru\u6a21\u578b\u914d\u7f6e":64,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":66,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":45,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":3,"id\u4e3a0\u7684\u6982\u7387":64,"id\u4e3a1\u7684\u6982\u7387":64,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":50,"id\u6307\u5b9a\u7684gpu":52,"id\u65e0\u6548":50,"image\u91cc":55,"imagenet\u6570\u636e\u96c6\u7b49":26,"imdb\u6570\u636e\u96c6\u5305\u542b25":68,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":68,"imdb\u7684\u6570\u6910\u96c6":68,"import":[3,5,9,10,23,31,32,45,53,60,61,62,66,68,69],"include\u4e0b\u9700\u8981\u5305\u542bcbla":33,"include\u4e0b\u9700\u8981\u5305\u542bmkl":33,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4f1a\u662f":26,"instance\u4f1a\u662f\u4e00\u4e2atupl":26,"instance\u7684mini":26,"int":[3,7,9,10,11,12,15,16,17,20,27,28,29,39,44,52,64,66,67],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":54,"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":54,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":56,"job\u7684\u540d\u5b57":56,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":56,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":46,"kubernetes\u5355\u673a\u8bad\u7ec3":46,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":54,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":56,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":56,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":54,"kubernetes\u652f\u6301\u591a\u79cdvolum":54,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":55,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":54,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":39,"label\u662f\u6587\u672c\u7c7b\u578b":26,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":39,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":41,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":44,"layer\u91cc\u9762\u53ef\u4ee5\u5b9a\u4e49\u53c2\u6570\u5c5e\u6027":53,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":33,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":33,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":33,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":33,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":30,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":52,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6216\u8005test":53,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":52,"list\u6587\u4ef6":26,"long":[10,11,16,17,20],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":68,"lstm\u6a21\u578b":64,"lstm\u6a21\u578b\u914d\u7f6e":64,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":68,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":41,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":42,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":42,"memory\u53ea\u80fd\u5728":41,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":39,"memory\u6307\u5411\u4e00\u4e2alay":41,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":42,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":39,"memory\u7684":42,"memory\u7684\u521d\u59cb\u72b6\u6001":41,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":39,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":41,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":42,"memory\u7684i":41,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":41,"mesur\u00e9":26,"mkl\u7684\u8def\u5f84":33,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":33,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":69,"mode\u7684python\u51fd\u6570":69,"model\u505a\u5206\u652f\u7ba1\u7406":30,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":66,"name\u662f\u4f53\u88c1":66,"name\u662f\u5e74\u9f84":66,"name\u662f\u6027\u522b":66,"name\u662f\u7535\u5f71\u540d":66,"name\u662f\u804c\u4e1a":66,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":56,"new":[10,16,20,24,29,44],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":54,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":69,"noavx\u7248\u672c":36,"normalization\u5c42":62,"normalization\u5c42\u7684\u53c2\u6570":62,"note\u7684\u4e66\u5199":30,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":34,"null":[10,44,50,66],"num_gradient_servers\u53c2\u6570":56,"openblas\u7684\u8def\u5f84":33,"operator\u7684\u6982\u5ff5":53,"out\u4e0b\u5305\u542b":61,"out\u7684\u6587\u4ef6\u5939":61,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":56,"packages\u91cc\u9762":31,"packages\u91cc\u9762\u7684python\u5305":31,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":33,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":69,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":39,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":31,"paddle\u4f1a\u5c01\u88c5\u4e00\u4e2a\u5728\u96c6\u7fa4\u4e2d\u4f7f\u7528\u7684read":26,"paddle\u4f7f\u7528git":30,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":30,"paddle\u66ff\u6362\u6210":34,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":30,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":30,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":30,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":55,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u7684dock":55,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":34,"paddle\u8bad\u7ec3\u4efb\u52a1":26,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":55,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u4e2d":[38,41],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":68,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":39,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":64,"paddlepaddle\u4f7f\u7528\u5747\u503c0":31,"paddlepaddle\u4f7f\u7528avx":31,"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":32,"paddlepaddle\u5305\u62ec\u5f88\u591a\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u8d77":53,"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":34,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":33,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":64,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":39,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":44,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":39,"paddlepaddle\u591a\u673a\u91c7\u7528\u7ecf\u5178\u7684":53,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":3,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":64,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":32,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":32,"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":34,"paddlepaddle\u63d0\u4f9b\u4e86\u57fa\u4e8e":53,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":32,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":36,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":35,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":33,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":32,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":31,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":31,"paddlepaddle\u6587\u6863\u4f7f\u7528":45,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":45,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6":53,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":32,"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":34,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":31,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":31,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":45,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":45,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":35,"paddlepaddle\u7684bas":44,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":35,"paddlepaddle\u7684trainer\u8fdb\u7a0b\u91cc\u5185\u5d4c\u4e86python\u89e3\u91ca\u5668":53,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":39,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":34,"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":31,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":64,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":41,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":41,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":56,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":34,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":50,"pass\u5230":69,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":50,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":50,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":50,"passes\u8f6e":50,"patch\u53f7":30,"patch\u53f7\u52a0\u4e00":30,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":52,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":50,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":50,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":50,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":50,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":68,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":68,"period\u6574\u9664":50,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":50,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":54,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":54,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":61,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":64,"prod\u7684\u751f\u4ea7\u955c\u50cf":34,"pserver\u8fdb\u7a0b\u7528\u4e8e\u534f\u8c03\u591a\u4e2atrainer\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1":53,"public":[20,44,55,68],"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":[2,4,31,42,53,64,66],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":31,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":32,"python\u5305":45,"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":44,"python\u811a\u672c\u91cc\u5b9a\u4e49\u4e86\u6a21\u578b\u914d\u7f6e":53,"query\u6539\u5199":69,"rate\u4e3a0":69,"rate\u4e3a5":69,"rate\u88ab\u8bbe\u7f6e\u4e3a0":61,"reader\u4f1a\u88ab\u914d\u7f6e\u6210\u96c6\u7fa4\u8bad\u7ec3\u7684\u7248\u672c":26,"reader\u7684\u5b9e\u73b0\u9700\u8981\u8003\u8651\u672c\u5730\u8bad\u7ec3\u7a0b\u5e8f\u5b9e\u73b0\u4e4b\u540e":26,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":56,"release\u9875\u9762":30,"repo\u7684\u6839\u76ee\u5f55":34,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":65,"resnet\u6a21\u578b":63,"return":[3,10,11,16,17,19,20,22,23,32,39,42,44,56,62,64,66],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":39,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":39,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":41,"rnn\u6a21\u578b":64,"rnn\u76f8\u5173\u6a21\u578b":46,"rnn\u914d\u7f6e":40,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":26,"search\u7684\u65b9\u6cd5":50,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":39,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":41,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":50,"server\u4e4b\u4e0a":25,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":25,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":25,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":25,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":25,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":25,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":25,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":25,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":25,"server\u751f\u6210\u4e00\u4e2auuid":25,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":25,"server\u7684\u6570\u636e\u5feb\u7167":25,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":25,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":25,"sh\u6765\u8bad\u7ec3\u6a21\u578b":61,"sh\u6765\u8fdb\u884c\u6784\u5efa":45,"sh\u8c03\u7528\u4e86":62,"short":[10,11,16,17],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":31,"size\u4e3a1":69,"size\u4e3a50":69,"size\u4e3a512":50,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":31,"size\u5927\u5c0f\u4e3a128":68,"size\u662f3":69,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":31,"size\u7684\u503c":3,"softmax\u5c42":60,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":44,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":31,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":67,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":34,"ssh\u8fdb\u5165\u5bb9\u5668":34,"static":[10,28],"step\u51fd\u6570\u4e2d\u7684memori":41,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":41,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"super":44,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":28,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":34,"tag\u4e3a":30,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":69,"tflops\u4e86":47,"train\u5185\u90e8\u4f1a\u83b7\u53d6reader\u7684\u5185\u5bb9":26,"trainer\u8fdb\u7a0b\u4f1a\u8c03\u7528dataprovider\u51fd\u6570\u8fd4\u56de\u6570\u636e":53,"trainer\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u89e3\u91ca\u5668\u6267\u884cpython\u811a\u672c":53,"true":[7,9,10,11,12,15,16,17,19,20,22,23,29,31,39,42,44,52,56,62,66,67,68,69],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"try":[12,18,24,29,31,66],"tuple\u5143\u7d20\u7684\u987a\u5e8f\u4e0e":26,"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":66,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":30,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":35,"ubuntu\u90e8\u7f72paddlepaddl":35,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":50,"utf8\u7f16\u7801":60,"uts\u7b49linux":54,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":33,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":68,"vocab\u505a\u4e3a\u5b57\u5178":68,"void":[27,28,44],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":54,"w0\u548c":62,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":62,"while":[7,9,15,20,29,56,69],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":39,"x\u548cwindow":34,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":34,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":56,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":56,"zero\u4e09\u79cd\u64cd\u4f5c":50,"zeromq\u961f\u5217\u8bfb\u53d6":26,AGE:55,AWS:[26,54,57,58],Abs:6,And:[9,10,12,16,18,20,29],But:[10,11,16,17,31],EOS:[10,16],For:[5,8,9,10,12,16,18,20,23,29,36,47],IDs:20,NFS:54,Not:[23,24],One:[9,10,11,17,22],QoS:55,TLS:23,That:[10,16,20,29],The:[3,7,8,9,10,11,12,14,15,16,17,18,20,22,23,24,26,28,29,44,56,64,66,67,69],Their:[10,16,24],Then:[10,66],There:[9,10,16,20,22,23,24],Use:[23,29],Used:[11,17],Using:[24,68],WITH:43,Will:[20,22],With:[10,11,16,17],Yes:34,___embedding_0__:56,___embedding_1__:56,__init__:44,__list_to_map__:66,__main__:[5,62],__meta__:66,__mse_cost_0__:56,__name__:[5,62],__rnn_step__:42,_link:[11,17],_proj:[10,16],_recurrent_group:42,_res2_1_branch1_bn:62,_source_language_embed:[42,60],_target_language_embed:[42,60],abc:[10,16],abl:[10,16,23],about:[10,11,16,17,67,69],abov:[3,10,16,23,24,47],abs:[11,17],acceler:25,accept:[20,23,29,67],access:[10,11,17,23],accord:[9,10,16],accrod:[11,17],accumul:24,accuraci:9,acl:68,aclimdb:68,across:[10,16],act:[10,11,16,17,31,32,39,42,53],act_typ:64,activ:[4,10,11,16,17,21,53,64],activi:[11,17],actual:[10,16],adadelta:[12,31,64],adagrad:[12,64],adam:[12,23,64,68],adamax:12,adamoptim:[53,60,64,68,69],adapt:[9,12,18],add:[10,11,16,17,20,43,66],add_input:44,add_test:44,add_to:[10,16],add_unittest_without_exec:44,addbia:44,added:9,addit:[10,11,16,17],address:24,addrow:44,addto:10,addtolay:[10,16],adversari:29,affect:[10,16],afi:3,after:[10,16,20],again:[23,24],age:[20,56,66],agg_level:[10,16,38,39],aggregatelevel:[10,16,38,39],aircraft:69,airplan:61,aistat:[10,16],alex:[10,16,68],alexnet_pass1:52,alexnet_pass2:52,algo_hrnn_demo:39,algorithm:[10,12,16,18,60,68,69],align:[10,11,16,17,20,69],aliment:26,all:[3,7,9,10,12,15,16,18,23,24,28,41,56,66,67,68],alloc:[7,15],allow:[23,64],allow_only_one_model_on_one_gpu:[49,50,52],almost:[11,17],alreadi:[24,31,36],also:[9,10,11,16,17,20,23,29,47,64],alwai:[10,11,16,17,22,29,56],amazon:55,ambigu:29,amd64:54,amend:43,analysi:[67,68],ani:[10,11,16,17,20,23,24,29],annot:67,annual:67,anoth:[10,16,23],anyth:[20,29,67],api:[20,22,23,30,47,53,56,59,68],api_pydataprovider2_sequential_model:8,api_trainer_config:66,apiserv:54,apivers:[54,55,56],apo:[26,69],append:[3,22,29,39,42,56,66],append_gradient_machin:22,appleyard:47,appli:[10,11,16,17],applic:[47,55],approach:[10,16,64],apt:[36,61],arbitrari:10,architectur:69,archiv:[20,27,28],arg:[3,8,9,10,11,12,16,17,20,31,32,56,61,62,64,66,67,68],arg_nam:[10,16],argpars:56,args_ext:56,argument:[3,8,10,16,20,56,64,66,67],argumentpars:56,argv:62,around:[3,10,16],arrai:[5,10,16,20,22,29,62],arxiv:[10,11,16,17,68],ask:24,assert:5,assign:10,associ:67,assum:[10,16],astyp:29,asyc:24,async:[12,24,49],async_count:[49,50],async_lagged_grad_discard_ratio:50,async_lagged_ratio_default:[49,50],async_lagged_ratio_min:[49,50],asynchron:24,atla:33,atlas_root:33,attenion:[11,17],attent:[10,11,17,69],attr:[7,11,15,16,17],attribut:[4,10,11,16,17,21],auc:[9,49],augment:26,author:54,authorized_kei:48,auto:[27,44,47],automat:[10,16,23,69],automaticli:[10,16],automobil:61,avail:24,averag:[9,10,12,16,19,67],average_test_period:[49,50,67],averagepool:[10,16],avg:[13,47,64],avgcost:[9,64,66,68,69],avgpool:[10,16,38,64],avoid:[24,47],avx:34,await:55,awar:[23,24],azur:54,b2t:60,b363:55,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:55,back:24,backward:[10,11,14,16,17,44],backward_first:42,backwardactiv:44,bag:64,baidu:[10,16,43,55],balasubramanyan:68,bank:67,bardward:[11,17],bare:[54,55],barrierstatset:47,base:[6,12,16,17,19,20,23],baseactiv:[10,11],baseev:22,basematrix:44,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,22,66],bash:[34,45,55,56],basic:[10,22],batch:[9,10,11,12,16,17,18,20,22,23,24,26,32,48,55,56,61,62,64,66,68,69],batch_0:62,batch_id:22,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:[26,29],batch_siz:[12,20,22,31,32,48,53,60,61,64,66,68,69],batchsiz:[10,16,44],bcd:[10,16],bcebo:20,beam:[10,42,69],beam_gen:[10,42],beam_search:[22,41,42],beam_siz:[10,42,49,50,52],beamsiz:69,becaus:[10,16,20,23,24,29,39],been:67,befor:[10,11,16,17,24,29,31,66],begin:[9,10],beginiter:[22,23],beginn:42,beginpass:[22,23],begintrain:23,behind:26,being:[24,29],belong:[10,16],below:[10,16,20,24,29],benefit:[11,17],bengio:[10,16],bertolami:68,besid:[10,16,20],best:[8,10,16,66],best_model_path:67,besteffort:55,beta1:[12,18],beta2:[12,18],beta:62,better:[10,11,16,17],between:[10,12,16,18,24,28,69],bgr:62,bi_lstm:[11,17],bia:[10,11,12,16,17,18,44,53,62],bias:[10,16],bias_attr:[10,11,16,17,31,32,39,42],bias_param:31,bias_param_attr:[11,17],biases_:44,biasparameter_:44,biassiz:44,bidi:55,bidirect:[11,17,67,68],bidirectional_lstm_net:68,bigger:24,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:47,bin:[34,36,48,54,55,56,66],binari:[9,10,16,20,26,64],bird:61,bitext:69,blank:[10,16],bleu:69,block:[10,16,25],block_expand:10,block_i:[10,16],block_x:[10,16],bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:68,book:20,bool:[7,9,10,11,12,15,16,17,19,20,44,50,52,64,66,68],boot:[10,41,42],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,39,42],boot_with_const_id:10,bos_id:[10,42],both:[7,10,11,14,15,16,17,23,24],bottom:64,bow:[26,64],branch:[10,16,23,30,43],brelu:6,brendan:68,broadcast:24,browser:34,bryan:68,buf_siz:20,buffer:[20,29],buffered_read:29,build:[20,34,56,57,58,69],build_dict:20,build_doc:45,built:47,bunk:68,c11:27,c99:28,cach:[31,64,66,67],cache_pass_in_mem:[3,31,64,66,67],cachetyp:[3,31,64,66,67],calc_batch_s:[3,67],calcul:[9,10,11,12,16,17,18,24],call:[10,11,16,17,23,47,56,64],callabl:[10,20],callback:44,calrnn:39,caltech:61,can:[7,8,9,10,11,15,16,17,20,23,24,29,47,64],can_over_batch_s:[3,67],candid:[10,16],capi:27,capi_prvi:28,caption:69,card:48,care:[11,17,29],cat:[34,56,61,62,68],categori:[10,16,20,24,64],categorig:20,categoryfil:55,caus:24,ccb2_pc30:69,cde:[10,16],cdn:20,ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17],ceph:[26,54],certif:[23,54],cffi:27,cfg:55,cgo:27,chain:20,challeng:24,chanc:23,chang:[10,20,29,68],channel:[10,16,47],char_bas:66,check:[3,20,31,36,43,44,50],check_align:20,check_eq:44,check_fail_continu:3,check_l:44,check_sparse_distribution_batch:[49,50],check_sparse_distribution_in_pserv:[49,50],check_sparse_distribution_ratio:[49,50],check_sparse_distribution_unbalance_degre:[49,50],checkgrad:50,checkgrad_ep:50,checkout:43,chunk:9,chunk_schem:9,chunktyp:9,cifar:61,cifar_vgg_model:61,claimnam:56,clang:[27,34,43],class1:68,class2:68,class_dim:68,classic:[10,16],classif:[10,16,64,68,69],classifi:[9,62],classification_cost:[31,39,53,61,64],classification_error_evalu:[64,68,69],classification_threshold:9,clean:31,client:54,clip:[7,12,15,50,64],clock:[10,16],clone:34,close:[3,29],cloud:24,cluster:[23,24,48,54,56],cluster_train:48,cmake:[28,31,33,45,47],cmakelist:44,cmatrix:[27,28],cna:[10,16],cnn:[10,16,55,64],code:[3,5,20,23,29,34,43,44,55,66],coded_stream:31,codedinputstream:31,coeff:[10,16],coeffici:[10,16],collabor:24,collect:[10,16,20,22],collectbia:44,color:[61,62],colour:20,column:[9,10,16,29],com:[10,11,16,17,20,34,36,43,54,55,62],combin:[10,11,16,17,20,22,66],command:[44,52,55,56,57,58],commandlin:[47,56],comment:[11,17,39,56,64],commit:55,common_util:[48,66],commun:24,compil:36,complet:[10,11,16,17,20,22,24,55,56],complex:[11,17,29],complic:[10,16],compos:[20,23],composenotalign:20,comput:[10,11,16,17,23,24,67,68],conat:16,conat_lay:10,concat:[10,69],concat_lay:42,concaten:[11,17],concept:23,concern:23,concurr:24,condit:[10,16,55],conf:[5,10,16,31,39,48,56,60,62,69],conf_paddle_gradient_num:56,conf_paddle_n:56,conf_paddle_port:56,conf_paddle_ports_num:56,conf_paddle_ports_num_spars:56,config:[7,10,11,15,16,17,32,44,48,49,50,52,53,54,55,56,61,64,66,67,68,69],config_:50,config_arg:[49,50,52,62,64,67,68],config_bas:[16,17,22],config_fil:67,config_gener:[48,66],config_lay:44,config_pars:[5,44],configprotostr:31,configur:[8,10,16,44,60,62,69],confront:69,conll05st:67,conll:[20,67],connect:[11,17,55,64],connectionist:[10,16,68],connor:68,consequ:[10,11,16,17],consid:[9,10,12,16,18],consider:[11,17],consist:[10,16,20,29],construct:[23,66],construct_featur:66,consum:24,contact:24,contain:[3,8,9,10,11,16,17,19,20,22,23,55,56,64],context:[3,10,11,16,17,20,42,54],context_attr:[11,17],context_len:[10,11,16,17,64,66],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,66],context_start:[10,11,16,17,64],continu:24,contrast:[10,16],control:[7,15,55,69],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:23,convert:[3,5,20,29,64,66],convlay:[10,16],convolut:[10,11,16,17,53],convoper:[10,16],convtran:[10,16],convtranslay:[10,16],coordin:24,copi:[22,23,66],core:[7,15,28],corpora:69,corpu:[20,67],correct:[9,10,16],correctli:[9,20],correspoind:23,correspond:23,corss_entropi:23,cos:[10,16],cos_sim:66,cosin:[10,16],cost:[12,18,22,23,32,53,66,68,69],cost_id:10,could:[9,10,16,20,22,23,29],couldn:36,count:[24,29,47,50,52,55,66,67,68,69],counter:24,cpickl:66,cpp:[27,28,31,39,43,44,47,56,64,66,69],cpu:[3,7,10,15,16,30,34,36,47,52,55,56,67],cpuinfo:34,cpusparsematrix:28,crash:[24,47],creat:[7,10,15,16,20,22,23,24,26,44,55,56],create_bias_paramet:44,create_input_paramet:44,createfromconfigproto:5,creator:20,cretor:20,crf:[10,67],crf_decod:10,critic:68,crop:62,crop_siz:62,cross:[10,16,31,64],cross_entropi:[16,23],cross_entropy_with_selfnorm:16,crt:54,csc:44,cslm:69,csr:44,ctc:10,ctc_layer:9,ctest:34,ctrl:[48,66],ctx:67,ctx_0:67,ctx_0_slot:67,ctx_n1:67,ctx_n1_slot:67,ctx_n2:67,ctx_n2_slot:67,ctx_p1:67,ctx_p1_slot:67,ctx_p2:67,ctx_p2_slot:67,cub:61,cuda:[36,47,48,50],cuda_dir:[49,50],cuda_so:[31,34],cuda_visible_devic:31,cudaconfigurecal:47,cudadevicegetattribut:47,cudaeventcr:47,cudaeventcreatewithflag:47,cudafre:47,cudagetdevic:47,cudagetdevicecount:47,cudagetdeviceproperti:47,cudagetlasterror:47,cudahostalloc:47,cudalaunch:47,cudamalloc:47,cudamemcpi:47,cudaprofilerstart:47,cudaprofilerstop:47,cudaprofilestop:47,cudaruntimegetvers:47,cudasetdevic:47,cudasetupargu:47,cudastreamcr:47,cudastreamcreatewithflag:47,cudastreamsynchron:47,cudeviceget:47,cudevicegetattribut:47,cudevicegetcount:47,cudevicegetnam:47,cudevicetotalmem:47,cudnn:[10,16,19],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[49,50],cudnn_convt:[10,16],cudnn_dir:[49,50],cudnnv5:33,cudrivergetvers:47,cuinit:47,cumul:[10,16],curl:54,current:[3,10,12,16,24,54,64],current_word:42,currentcost:[9,64,66,68,69],currentev:[9,64,66,68,69],curv:23,custom:23,custom_batch_read:29,cutoff:20,cycl:24,cyclic:[10,16],cython:27,dalla:3,dan:[26,67],darwin:54,dat:[20,48,66],data:[3,8,11,12,17,18,22,23,26,31,36,39,48,49,53,55,56,57,60,61,62,64,66,67,68,69],data_config:5,data_dir:[60,61,68,69],data_feed:20,data_fil:32,data_initialz:64,data_lay:[3,9,31,32,39,42,53,61,64,66,67],data_nam:20,data_provid:8,data_read:[20,29],data_reader_creator_random_imag:29,data_sourc:8,data_typ:[16,20],databas:20,datadim:[10,16],datalay:[10,16],dataprovid:[2,8,31,32,42,48,53,56,64,66,67],dataprovider_:64,dataprovider_bow:64,dataprovider_emb:64,dataproviderconvert:5,datasci:[10,16],dataset:[26,29,62,64,65,68,69],datasourc:[4,66],date:67,db_lstm:67,dcudnn_root:33,dead:24,deb:36,decai:[12,18],decid:[23,29],declar:[10,11,16],decod:[10,11,16,17,41,42,69],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:[11,17],decoder_s:42,decoder_st:[11,17,42],deconv:[10,16],deconvolut:[10,16],decor:[3,20],deep:[10,16,47,61,62],deer:61,def:[3,5,10,16,20,23,26,29,31,32,39,42,44,56,62,64,66,67],defalut:[10,16],default_decor:56,default_devic:52,default_valu:52,defin:[3,8,9,10,11,16,17,20,23,24,29,31,64,66],define_py_data_sources2:[3,8,31,32,53,61,62,64,66],defini:69,definit:[20,24,60],degre:[10,16],del:66,delar:64,delet:24,delimit:[9,66],demand:24,demo:[5,10,20,42,48,55,57,60,61,62,64,66,68,69],dens:[10,16,20,66],dense_vector:[3,5,16,20,32,66],dense_vector_sequ:20,depend:24,deriv:[14,23],des:26,descent:[10,12,16,24],describ:[23,55,64],descript:56,deseri:22,design:[10,16,20,27],desir:[24,55],detail:[7,10,11,12,15,16,17,18],detect:9,determin:[10,16,20],dev:[31,34,61,66,69],develop:[30,43,69],deviat:[7,15],devic:[7,15,31,34,52],deviceid:52,devid:[10,16],dez:68,dfs:11,dict:[3,8,20,22,31,39,56,64,66,68,69],dict_dim:[31,39,68],dict_fil:[9,39,42,64,67],dict_nam:8,dict_siz:20,dictionai:64,dictionari:[3,8,9,10,20,22,23,31,64,69],dictrionari:64,dictsiz:69,differ:[8,9,10,16,24],digit:[10,16],dim:[20,44,60,68],dimens:[10,14,16,19,20,31,64],dimes:[10,16],din:66,dir:[48,56,62,66,67,68,69],direct:[10,11,16,17],directli:[11,17],directori:[47,55],disabl:31,discard:[20,24,50],discount:[10,16],discov:24,discuss:23,disput:69,dist:26,dist_train:23,distanc:9,distribut:[10,16,50,57,58],distribute_test:[49,50],disucss:23,divid:[12,18],diy_beam_search_prob_so:[49,50],dmkl_root:33,do_forward_backward:29,doc:[5,11,17,20,34,45,56],doc_cn:45,docker:[30,31,34,55,56,57,58],docker_build:23,docker_push:23,dockerfil:[34,56],dockerhub:34,document:[11,17],documentari:3,doe:[11,17,24,29],doesn:[7,10,15,20,23,29],dog:[61,62],domin:26,don:[11,17,23,29],done:[10,11,16,17,24,47,56],dot:69,dot_period:[50,52,56,61,66,68,69],dotmuloper:[10,16],dotmulproject:[10,16],doubl:50,down:47,download:[20,24,55],download_cifar:61,doxygen:43,dpkg:36,dpython_execut:31,dpython_include_dir:31,dpython_librari:31,drop_rat:[7,15,53],dropout:[7,10,15,16],dropout_lay:10,dropout_r:[11,17],drwxr:55,dso_handl:36,dtoh:47,dtype:[5,32,62],dubai:69,due:[26,66],dure:[3,10,16,24,64,69],dwith_c_api:28,dwith_gpu:33,dwith_profil:47,dwith_python:28,dwith_swig_pi:28,dwith_tim:47,dynam:[3,28,29],dynamic_cast:44,each:[3,9,10,16,19,20,22,24,29,64,66],each_feature_vector:14,each_meta:66,each_pixel_str:3,each_sequ:[10,16,38,39],each_time_step_output:14,each_timestep:[10,16,38],each_word:3,eaqual:[10,16],eas:[20,29],easi:29,easier:[23,29],easili:[23,29],ec2:54,echo:[31,34,66,68],edit:9,editor:43,edu:[20,55,61],efg:[10,16],either:[10,16,20,22,23,64],electron:55,elem_dim:[10,16],element:[9,10,11,16,17,20,22,29],elif:[23,66],els:[10,23,26,34,39,44,62,64,66],emac:43,emb1:39,emb2:39,emb:[31,39,55,64],emb_group:39,emb_sum:31,embed:[10,23,60,66,68],embedding_lay:[31,39,42,64,66],embedding_nam:42,embedding_s:42,empir:[10,16],emplace_back:44,empti:[9,20,24,32],enabl:[7,15,47],enable_grad_shar:[49,50],enable_parallel_vector:50,enc_proj:[11,17,42],enc_seq:[11,17],enc_vec:42,encod:[11,17,39,69],encoded_proj:[11,17,42],encoded_sequ:[11,17,42],encoded_vector:42,encoder1:39,encoder1_expand:39,encoder1_rep:39,encoder2:39,encoder2_rep:39,encoder_last:10,encoder_proj:42,encoder_s:42,end:[9,10,16,29,42,67,68],end_pass:23,enditer:[22,23],endpass:[22,23],endtrain:23,english:[10,16,69],ensembl:[11,17],ensur:24,entir:[10,11,16,17],entri:20,entropi:[10,16,64],enumer:[10,14,31,64,66],enumerate_data_types_of_data_lay:20,env:[31,43,56],environ:[23,31,47,55],eol:43,eos:10,eos_id:[10,16,42],epsilon:[12,18],equal:[10,11,12,16,17,24,39],equat:[10,11,12,16,17,18],equival:[10,16,23],error:[7,9,10,12,15,16,18,23,31,50,64,66,68,69],error_clipping_threshold:[7,15,39],errorr:9,especi:[11,17],essenc:23,essenti:[10,23],est:26,estim:[10,16,23],eta:55,etc:[12,20,29,69],etcd:24,eth0:[48,53,56],euro:26,europ:26,european:26,eurozon:26,eval:[9,64,66,68,69],eval_bleu:69,evalu:[4,10,16,22,47,48,53,66,68,69],evaluate_pass:68,evaluator_bas:9,even:[23,29],event:55,event_handl:[22,23],everi:[9,10,11,17,20,23,24],exactli:[9,10,11,16,17],exampl:[8,9,10,11,12,16,17,18,20,22,29,62,64],exc_path:31,exceed:10,except:[20,66],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exe:54,exec:34,execut:24,exist:[23,24,29,68],exit:55,exp:6,expand:[10,38],expand_a:[10,16,38,39],expand_lay:39,expand_level:[10,16,38],expandconvlay:[10,16],expandlevel:[10,16,38],expect:[10,16],expir:24,explain:[9,24],explan:[10,16],explicit:44,explicitli:23,explor:10,exponenti:14,express:23,extend:66,extens:12,extent:28,extern:[27,28],extra:[10,11,15,16,17],extra_lay:22,extraattr:[7,15,52,53],extraattribut:[16,17],extraattributenon:16,extract:[10,16,60,62,67],extract_fea_c:62,extract_fea_pi:62,extralayerattribut:[7,10,11,15,39],extralayeroutput:11,extrapaddl:17,extrem:10,f1205:31,f120da72:55,fa0wx:55,fabric:48,facotr:[10,16],factor:[7,10,12,15,16,18],factori:27,fail:[24,31,36,50,55],failur:24,fake_imag:29,fals:[7,9,10,11,12,15,16,17,18,20,29,31,32,39,42,44,52,55,60,64,66,67,68,69],false_label:29,false_read:29,faq:59,fast:[10,16,47],faster:[10,11,16,17,24],fbd1f2bb71f4:55,fc1:[44,52],fc2:52,fc3:52,fc4:52,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[31,32,39,52,53,64,66],fc_layer_nam:11,fc_mat:22,fc_name:17,fc_param:31,fc_param_attr:[11,17],fclayer:44,fdata:[39,67],fea:62,fea_output:62,feat:68,featur:[3,10,14,16,20,43,62,64,66,67],feature_a:31,feature_b:31,feature_map:66,feed:[11,17,20,22,23],feeder:20,fernan:68,festiv:3,fetch:[20,24],few:[24,29],fewer:10,fg0:[10,16],field:[10,16,22,66],figur:[23,60,69],file1:69,file2:69,file:[3,9,10,16,20,22,23,24,26,28,29,62,64,65,66,68,69],file_list:3,file_nam:[32,39,62,64,67],filenam:[3,31,66],filer:[10,16],fill:[10,16,24,64],filter:[10,16],filter_s:[10,11,16,17,53],filter_size_i:[10,16],find:[10,12,16,18,24,36],fine:[7,15],finish:[24,55],first:[10,16,20,23,24,64,66],first_seq:42,firstn:20,firstseen:55,fit:20,fix:[7,15,27],flag:20,flexiabl:29,flexibl:[10,11,17,23],flight:69,float32:[5,20,29,32,62],floor:[10,16],flow:30,fly:64,folder:69,follow:[9,10,11,12,16,17,18,20,23,24,29,57,58,66],food:26,forbid:23,forc:26,force_load:27,forget:[12,18,23],form:[11,12,17,18],format:[9,43,44],former:23,formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,44],forwardactiv:44,forwardtest:5,found:[10,16],frame:9,framework:[23,64],free:20,french:69,frequenc:20,frequent:29,frog:61,from:[3,5,10,11,16,17,20,22,24,29,31,32,34,41,47,53,55,60,61,64,66,67,68,69],from_sequ:38,from_timestep:[10,16,38],fromfil:[29,32,62],fulfil:47,full:[10,16,24],full_matrix_project:[11,17,39,42,53],fulli:64,fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnectedlay:44,func:[3,20],further:10,fusion:66,gain:[10,16],gamma:62,gan:23,gate:[10,11,16,17],gate_act:[10,11,16,17,39],gate_recurr:[10,16],gather:[10,66],gauss:[7,15],gcc:[27,34],gce:54,gcepersistentdisk:54,gdebi:36,gen:[10,69],gen_conf:69,gen_data:69,gen_result:69,gen_trans_fil:42,gender:[20,56,66],gener:[3,9,10,11,16,17,20,22,23,24,29,47,52,56,60,64,69],generatedinput:[41,42],genr:[56,66],gereat:9,get:[3,10,11,16,17,20,22,36,44,55,61,64,66,67,68],get_batch_s:67,get_best_pass:68,get_config_arg:[52,64,66,68],get_data:[55,64,67],get_dict:20,get_embed:20,get_imdb:68,get_input_lay:44,get_model:62,get_movie_title_dict:20,get_output_attr:17,get_output_layer_attr:11,get_sample_from_lin:31,get_shap:22,get_word_dict:20,getbatchs:44,getenv:[23,26,56],gethostbynam:56,gethostnam:56,getidmap:56,getinput:44,getinputgrad:44,getinputvalu:44,getoutputgrad:44,getoutputvalu:44,getparameterptr:44,getpodlist:56,getsiz:44,gettranspos:44,getw:44,getweight:44,getwgrad:44,gildea:67,gist:[11,17],git:[30,34,43],github:[10,11,16,17,34,36,62],give:[3,24],given:[20,22,29,64],global:[7,12,15,23,24,47,66],global_learning_r:[7,15],globalstat:47,globalstatinfo:47,globe:3,glusterf:54,godoc:27,goe:[10,11,16,17,24],good:[10,16,29],goodfellow13:[10,16],googl:[23,31],googleapi:54,gpu:[7,10,12,15,16,19,30,31,34,36,47,52,62,67,68,69],gpu_id:[31,50,52],gpugpu_id:49,grab:24,grad:50,grad_share_block_num:[49,50],gradient:[7,9,10,12,15,16,18,22,24,50,56,64],gradient_clipping_threshold:[7,12,15,64,68],gradient_machin:[22,28],gradient_serv:53,gradientmachin:[5,22,28,56,66,69],gradientserv:53,gram:60,graph:[10,22,24],grave:68,greater:[10,16],grep:[34,68],groudtruth:42,ground:[9,10,16,69],group:[11,17],group_id:66,group_input:[39,42],grouplen:[20,65],gru:[10,16,64],gru_attr:17,gru_bias_attr:[11,17],gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[60,69],gru_layer_attr:11,gru_memori:[11,17],gru_siz:64,gru_step:[17,42],gru_step_lay:[11,42],grumemori:[11,17,42],gserver:[10,44],gsizex:47,guid:55,gur_group:[11,17],gzip:55,hadoop:23,handl:[23,29],handler:22,handwrit:68,harvest:64,has:[10,11,12,16,17,18,20,23,24,47,64,67],has_kei:22,hassubseq:39,have:[9,10,11,16,17,20,23,24,29],hdf:26,head:68,header:[28,32,62,66],height:[10,16,20,27,29,44],held:24,hello:23,help:5,helper:[8,10,11,16,17],here:[7,10,11,15,16,17,20,23,24,29],heurist:[10,69],hidden1:53,hidden2:53,hidden:[10,11,16,17,31,66],hidden_a:31,hidden_b:31,hidden_dim:39,hidden_s:[11,17,66],hierach:41,hierarch:[10,16,39],high:[7,15],highest:20,highli:20,him:23,hint:5,hl_dso_load:36,hl_get_sync_flag:44,hold:[23,24],home:[48,55,56],hook2:39,hook:[39,66,67],horizont:[10,16],hors:61,horst:68,host:[48,55],hostnetwork:56,hostpath:[54,55,56],hot:64,hous:[3,20],how:[7,10,15,16,23,24],howardjohnson:39,howev:[11,17,29],howto:56,hpp:27,html:[20,61],htod:47,http:[10,11,16,17,20,34,36,43,54,55,61,62,65,69],huber:[10,16],huge:[10,16],huina:68,hyper:[10,16],hyperplan:20,i0601:66,i0706:69,i0719:69,i1116:56,i1117:47,ib0:48,ics:20,icwsm:68,id_input:[9,42],idea:[10,16,29],identityoffsetproject:[10,16],identityproject:[10,16],idmap:56,ids:[9,10,16,31,64,66],idx:44,ieee:68,ignor:[3,9,10],ijcnlp:68,illustr:24,ilsvrc:62,imag:[19,20,23,26,29,55,56,57,58,61,62,69],image1:26,image2:26,image3:26,image4:26,image5:26,image6:26,image_a:29,image_b:29,image_classif:61,image_fil:29,image_lay:29,image_list_provid:62,image_nam:23,image_path:29,image_provid:61,image_reader_cr:29,image_s:62,imagepullpolici:56,imageri:[10,16],images_reader_cr:29,imdber:68,img:[3,10,16,53,61],img_conv:17,img_conv_lay:11,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:61,imgsiz:47,imgsizei:47,imgsizex:47,immutable_paramet:23,implement:[10,11,12,16,17,18,20,27,28],importerror:66,inarg:5,inc_path:31,includ:[10,11,16,17,20,23,27,28,47],incorrect:[10,16],increas:[24,31],incupd:44,inde:[20,29],independ:[10,16],index:[9,10,16,19,20,22,24,39,66],indexslot:10,indic:[9,10,16],individu:24,industri:24,infer:[23,24,27],infiniband:48,inflat:26,info:[9,10,16,20,39,44,48,56],inform:[9,20],ininst:23,init:[7,15,44,56,66,67],init_hook:[39,64,66,67],init_hook_wrapp:8,init_model_path:[49,50,52,60,64,67],initi:[3,7,10,15,16,20,50,64],initial_max:[7,15,31],initial_mean:[7,10,15,16,31],initial_min:[7,15,31],initial_std:[7,10,15,16,31],initpaddl:5,inlcud:[11,17],inner:[31,39],inner_:39,inner_mem:39,inner_param_attr:[11,17],inner_rnn_output:39,inner_rnn_st:39,inner_rnn_state_:39,inner_step:39,inner_step_impl:39,input1:[10,11,16,17],input2:[10,16],input:[3,9,10,11,14,16,17,19,20,22,29,31,32,38,39,41,42,44,52,53,56,60,61,64,66,67,69],input_data:44,input_data_target:44,input_featur:14,input_fil:[32,67],input_hassub_sequence_data:44,input_id:[10,16],input_imag:[11,17,61],input_index:44,input_label:44,input_lay:[10,44],input_nam:23,input_sequence_data:44,input_sequence_label:44,input_sparse_float_value_data:44,input_sparse_non_value_data:44,input_t:44,input_typ:[31,32,39,42,64,66],inputdef:44,inputlayers_:44,inputtyp:20,insid:[9,10,16,24,29],instal:[31,36,43,48,55,61,66],instanc:[10,12,16,24],instanti:24,instead:[10,16,19,29],int32:[50,53],integ:[3,9,10,16,20,27,64],integer_sequ:31,integer_valu:[3,20,31,39,64],integer_value_sequ:[3,20,39,42,64,67],integer_value_sub_sequ:39,integr:67,inter:[10,16],intercept:[10,16],interfac:[7,10,11,15,16,17,48],intergr:[10,16],intern:[10,11,17,20,22],internet:24,interpol:10,interpret:9,introduc:24,invalid:29,invok:[3,10,22,47,66],iob:9,ioe:9,ip_str:56,ipc:54,ips:56,ipt:[10,16,31,39,42],ipython:23,is_async:12,is_gener:[10,60,69],is_kei:66,is_layer_typ:10,is_loc:22,is_predict:[64,66,68],is_seq:[10,42,66],is_sequ:66,is_stat:[7,15],is_test:[62,67,68],is_train:3,isinst:5,ispodallrun:56,isspars:44,item:[10,16,20,22,29,56],iter:[3,10,11,12,17,18,20,22,23,24,26,29],its:[3,9,10,11,16,17,23,24,36,47],itself:[11,17,24],java:27,jeremi:47,jie:[67,68],jmlr:[10,16],job:[9,20,48,49,50,52,54,56,62,64,67,68,69],job_dispatch_packag:48,job_id:20,job_mod:60,job_nam:56,job_namespac:56,job_path:56,job_path_output:56,job_workspac:48,jobnam:56,jobpath:56,jobselector:56,johan:68,join:[24,39],joint:69,jointli:[11,17,69],journal:[67,68],jpg:[26,62],json:[48,55,66],jth:[11,17],jupyt:34,just:[9,10,11,14,16,17,20],jypyt:23,k8s:56,k8s_data:56,k8s_job:23,k8s_token:23,k8s_train:56,k8s_user:23,kafka:26,kaim:[10,16],kaimingh:62,kebilinearinterpbw:47,kebilinearinterpfw:47,keep:[10,16,24],kei:[3,20,22,24,47,54,56,66],kernel:[10,16],key1:50,key2:50,keyword:56,kill:24,kind:[23,24,54,55,56],kingsburi:67,know:[11,17,23],kriz:[20,61],ksimonyan:[11,17],kube:54,kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeadm:54,kubectl:[54,55,56],kuberent:24,kubernet:[23,24,46,48,56,57,58],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,18,20,39,64,66,67],l1_rate:[7,15],l2_rate:[7,15],l2regular:[53,61,64,68],label:[3,9,10,12,16,18,20,22,26,29,31,32,39,53,55,61,62,64,66,67,68],label_dict:67,label_dim:[10,16,39,64],label_fil:[29,67],label_lay:[10,29],label_list:67,label_path:29,label_slot:67,labeledbow:68,labelselector:56,lag:50,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,20,60],larg:[19,20,69],larger:[7,9,10,12,15,16],last:[9,10,11,16,17,38,39],last_seq:39,last_time_step_output:10,lastseen:55,later:64,latest:[10,16,24,31,55,56],launcher:23,layer1:[10,11,16,17,38],layer2:[10,16,38],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,29,38,41,42,44,53,62,64,66,67],layer_0:44,layer_attr:[10,16,42,52,53],layer_num:[52,62],layer_s:[10,16],layer_typ:[10,16],layerbas:44,layerconfig:44,layergradutil:44,layermap:44,layeroutout:[10,16],layeroutput:[9,11,53,66],layers_test:31,lbl:[9,61],ld_library_path:[36,48],learn:[7,9,10,11,12,15,16,17,18,20,23,29,34,47,61,62,67,68,69],learnabl:[10,16],learning_method:[12,32,53,60,61,64,66,68,69],learning_r:[7,12,15,31,32,53,60,61,64,66,68,69],leas:24,least:[9,10,16,24],lecun:20,left:[10,16],leman:69,len:[3,10,16,39,42,44,56,64,66,67],length:[10,11,16,17,20,55],less:[10,16,23],less_than:23,let02:55,let:[10,16,23],level:[7,10,15,16,41],lib64:[31,34,36,48,50],lib:[28,33,36],lib_path:31,libari:28,libcuda:[31,34],libjpeg:61,libnvidia:[31,34],libpaddl:[27,28],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:31,librari:[10,16,28,36,48,50],life:24,like:[9,10,16,20,24,29,62],limit:[10,20,31,47],line:[3,9,20,31,39,52,64,66,67],line_count:31,linear:[6,10,16],linear_comb:10,linearactiv:[10,32],linguist:67,link:[10,11,16,17,41,68],linux:[34,54],lipeng:60,lipton:68,list:[2,3,8,9,10,11,16,20,22,23,26,32,48,52,53,61,62,64,66,67,68,69],lium:69,live:24,liwicki:68,load:[10,16,23,24,32,56,62,66,67,68,69],load_data_arg:5,load_featur:62,load_feature_c:62,load_feature_pi:62,load_missing_parameter_strategi:[49,50,52,60,67],loadparamet:5,loadsave_parameters_in_pserv:[49,50],local:[7,15,24,33,36,45,48,49,50,56],localhost:[34,54],localip:56,lock:24,log:[6,31,44,48,50,55,56,61,66,67,68,69],log_barrier_abstract:[49,50],log_barrier_lowest_nod:[49,50],log_barrier_show_log:[49,50],log_clip:[49,50],log_error_clip:[49,50],log_period:[50,52,55,56,61,64,66,67,68,69],log_period_serv:[49,50],logarithm:14,logger:[3,39],logist:64,look:[3,9,64],loop:29,loss:[10,16,64],low:[10,16],lpaddle_capi_shar:28,lpaddle_capi_whol:28,lst:66,lstm:[10,16,39,42,55,64],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17,39],lstm_group_input:39,lstm_input:39,lstm_last:39,lstm_layer_attr:[11,39],lstm_nest_group:39,lstm_output:39,lstm_size:64,lstm_step:[11,17],lstmemori:[11,17,39,42],lstmemory_group:[10,39],ltr:[10,16],mac:[28,34],machan:[11,17],machin:[10,11,12,16,17,20,22,41,68,69],made:24,mai:[8,9,10,16,29],main:5,maintain:10,major:69,make:[3,10,23,24,29,36,44,47,68],manag:24,mandarin:[10,16],mani:[10,11,16,17],manufactur:69,mao:68,map:[10,16,20,22,23,66],map_read:20,mapreduc:23,marcu:68,mark:67,mark_slot:67,market:68,martha:67,mask:[7,10,15,16],master:[23,30,54,68],mat:[27,28],mat_param_attr:[11,17],math:[11,17,27,44,47],matirx:[10,16],matplotlib:61,matrix:[9,10,11,16,17,20,22,27,28,44],matrixptr:44,matrixtyp:28,max:[7,10,13,15,16,20,47,52,66],max_id:[16,22],max_job_id:20,max_length:[10,42],max_movie_id:20,max_sort_s:[10,16],max_user_id:20,maxid:[9,10],maxid_lay:9,maxim:[10,16],maximum:[9,20],maxinum:19,maxout:10,maxpool:[10,16,38],mayb:[10,11,16,17],md5:[20,25],mean:[7,9,10,11,12,15,16,17,18,19,20,22,29,31,50,62,64,66],mean_img_s:61,mean_meta:62,mean_meta_224:62,mean_valu:62,mechan:[10,11,17],meet:67,mem:[10,39],member:23,memcpi:47,memori:[11,17,42,47,55,64],memory_nam:10,memory_threshold_on_load_data:[49,50],memoryv2:16,mere:[11,17],mergedict:[60,69],messag:55,meta:[48,61,62,66],meta_config:[48,66],meta_fil:66,meta_gener:[48,66],meta_path:61,meta_to_head:66,metadata:[55,56],metal:54,metaplotlib:23,method:[3,8,10,11,12,16,18,22,66,69],mfs:56,might:[10,16],million:20,min:[7,15,47,52,66],min_pool_s:[3,31,53],mini:[10,16,20,22,24],mini_batch:29,minibatch:[10,16],minibatch_data:20,minikub:54,minim:[12,18],minimum:[10,16],minut:24,miss:67,mix:[11,17,53],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,39,42,53,67],mixed_layer_attr:11,mixedlayertyp:10,mkl:33,mkl_root:33,ml_data:[48,66],mnist:[3,5,26,29],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:29,mnist_train:[3,29],mnist_train_batch_read:29,mnt:56,mod:67,mode:[10,16,56,68],model:[10,11,12,16,17,20,24,25,52,53,60,61,64,66,67,68,69],model_averag:12,model_config:5,model_list:[50,52,67,68],model_output:68,model_path:52,model_zoo:[60,62],modelaverag:12,modul:[3,8,11,17,20,22,31,32,53,61,62,64,66],modulo:[10,16],momentum:[7,12,15,31,64],momentumoptim:[32,61],mon:55,mono:[10,16],month:69,mood:68,moosef:54,more:[9,10,11,16,17,20,23,24,29,31,47],morin:[10,16],mose:[68,69],moses_bleu:69,mosesdecod:68,most:[10,20,23,29],mountpath:[55,56],move:[10,16,24],movi:[3,20,66],movie_categori:20,movie_featur:66,movie_head:66,movie_id:[56,66],movie_info:20,movie_meta:66,movie_nam:66,movie_review:20,movieinfo:20,movielen:65,moving_average_fract:[10,16],mpi:48,mse:10,mse_cost:[32,66],much:[10,16,24,29],mul:44,multi:[10,16,62,69],multi_binary_label_cross_entropi:16,multi_crop:62,multinomi:[10,16],multipl:[9,10,11,16,17,20,23],multipli:[9,10,16],must:[9,10,11,14,16,17,29,36,44],my_cool_stuff_branch:43,my_local_read:26,mypaddl:[55,56],name:[3,7,8,9,10,11,15,16,17,19,20,22,23,24,26,28,31,32,34,39,42,44,47,52,53,54,55,56,57,58,61,64,66,69],namespac:[27,44,54,55,56],nano:43,nativ:[10,16],nchw:[10,16],ndarrai:22,ndarri:22,ndcg:[10,16],ndcg_num:[10,16],necessari:[10,16,64],need:[10,11,16,17,20,23,31,47,56,64],neg:[3,9,10,16,64,67,68],neg_distribut:[10,16],nest:20,net:[10,11,16,17,68],net_conf:68,net_diagram:62,network:[4,5,7,9,10,12,15,16,18,20,21,22,23,24,29,39,48,52,56,60,61,62,66,67,68,69],network_config:52,neural:[10,11,12,16,17,18,20,22,23,24,39,41,60,66,67,68,69],neuralnetwork:[10,16],never:[20,29,55,56],next:[3,10,20,24],nfs:56,nfsdir:56,nginx:34,nic:[48,49,50,53,56],nine:20,nlp:10,nltk:20,nmt:69,nnz:44,no_cach:3,no_sequ:[3,66],noah:68,noavx:34,node0:56,node:[10,16,54,55,56],node_0:56,node_1:56,node_2:56,nodebook:34,nodefil:48,nois:[10,16,24],non:[10,16,24],none:[3,5,7,8,9,10,11,12,15,16,17,18,19,20,22,23,32,42,62,64],norm_by_tim:[10,16],normal:[10,11,16,17,20,55,56,62],notat:[10,16],note:[7,10,11,12,15,16,17,19,22,23,29,36,68],noth:[14,22],novel:68,now:[10,16,24,41],np_arrai:20,ntst1213:69,ntst14:69,nullptr:[36,44],num:[10,16,48,50,56,67,68,69],num_channel:[10,11,16,17,53,61],num_chunk_typ:9,num_class:[10,11,16,17,61],num_filt:[10,11,16,17,53],num_gradient_serv:[49,50,53],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[22,32,49,50,52,55,56,64,66,67,68,69],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[9,10,16,20,24,29,69],numchunktyp:9,numdevices_:52,numlogicaldevices_:52,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,29,32,62],numsampl:47,numtagtyp:9,nvcc:34,nvidia:[31,34],obj:[3,8,31,32,53,61,62,64,66],object:[3,7,8,9,10,11,12,15,16,17,18,20,22,23,27,47,64,66],observ:[12,18],occup:[56,66],occur:[20,22],oct:55,odd:[10,16],off:[28,33,34,36],offlin:[24,26],offset:[10,16,66],often:9,ograd:44,omit:[31,64],on_init:3,onc:[10,24],one:[3,8,9,10,11,12,14,16,17,18,19,20,23,24,26,29,64,67,68],one_host_dens:66,one_hot_dens:66,onli:[9,10,11,16,17,19,20,22,23,39,41],onlin:[12,18,24,26,29],open:[3,10,16,23,29,31,32,39,62,64,66,67],openbla:33,openblas_root:33,oper:[10,11,12,16,17,18,53],opinion:68,opt:[23,33,56],optim:[4,7,15,21,22,31,53],option:[9,10,16,23],order:[10,11,16,17,20,29,56],org:[10,11,16,17,20,34,65],organ:[10,16],origin:[10,16,20,43],other:[9,10,11,12,16,17,20,24,64,66],otherchunktyp:9,otherwis:[8,10,16,20,23,24,29],our:23,out:[10,16,22,23,39,41,42,53,61],out_dir:56,out_left:[10,16],out_mem:42,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outer:39,outer_mem:39,outer_rnn_st:39,outer_rnn_state_:39,outer_step:39,output:[7,9,10,14,15,16,17,19,20,22,23,29,31,32,39,42,48,52,53,55,56,60,61,62,64,66,67,68],output_:[10,16],output_dir:62,output_fil:67,output_id:[10,16],output_lay:[22,62],output_max_index:19,output_mem:[10,16,42],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outv:44,over:[10,11,16,17,23],overrid:24,packag:[20,31],pad:10,pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,31,32,34,36,43,44,45,47,48,52,53,55,56,60,61,64,66,67,68,69],paddle_error:[27,28],paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[48,56],paddle_output:55,paddle_port:[48,56],paddle_ports_num:[48,56],paddle_ports_num_for_spars:48,paddle_ports_num_spars:56,paddle_process_by_paddl:56,paddle_pserver2:48,paddle_root:60,paddle_server_num:56,paddle_source_root:60,paddle_train:[28,30,48,56],paddle_train_loc:26,paddledev:[31,34,55,56],paddlepaddl:[10,11,12,16,17,20,24,29,31,34,36,42,43,47,48,53,57,58,60,67],pair:9,palceholder_just_ignore_the_embed:60,palmer:67,paper:[10,16,69],para:60,paraconvert:60,parallel:[47,52,55,56,69],parallel_nn:[7,15,49,50],param:[7,10,15,16,66],param_attr:[10,11,16,17,31,32,42],paramattr:[7,10,15,16,31,32,42],paramet:[4,9,10,11,12,16,17,18,19,20,21,25,29,50,53,56,66,67,68,69],parameter_attribut:[10,16],parameter_block_s:[49,50],parameter_block_size_for_spars:[49,50],parameter_learning_r:[7,15],parameter_nam:[22,23],parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parameterclient2:56,parametermap:44,parameters_:44,parameterset:23,parametris:[12,18],paramutil:66,paraphras:[60,69],paraphrase_data:60,paraphrase_model:60,paraphrase_modeldata:60,paraspars:44,parent:10,pars:[20,66],parse_config:5,parse_known_arg:56,parsefromstr:31,parser:56,part:[66,68],partial:[10,16],partit:24,paserv:56,pass:[3,8,10,16,20,22,24,26,29,31,32,47,50,52,55,56,61,64,66,67,68,69],pass_id:22,pass_idx:29,passtyp:44,past:23,path:[9,20,22,24,29,36,48,50,54,55,56,67,68],pattern:[20,24,27,66,68],paul:67,paus:24,pave:69,pdf:[10,11,16,17],pem:23,pend:24,penn:67,per:[10,20,24,29],perform:[10,11,16,17,47,49],period:[24,50,67,68,69],perl:[68,69],peroid:[10,16],persistentvolum:54,persistentvolumeclaim:[54,56],person:23,pickl:66,picklabl:8,pid:54,piec:[10,11,16,17],pillow:61,pip:[31,43,48,61,66],pixel:[3,10,16,20,53],pixels_float:3,pixels_str:3,place:[3,24],plain:[9,10,16,22,28],plan:24,pleas:[7,10,11,12,15,16,17,18,23,24,29,31,36,56],plot:[23,61],plotcurv:61,png:61,pnpairvalid:49,pod:[54,55,56],podip:56,podlist:56,point:[24,47],polar:20,poll:68,pool3:44,pool:[4,11,17,21,53,66],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17,53],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,31,64,66],pooling_typ:[10,16,31,38,64],poolingtyp:19,port:[48,49,50,53,55,56],port_num:49,ports_num:[50,53,56],ports_num_for_spars:[49,50,52,53,56],pos:[66,68],pose:24,posit:[3,9,10,16,20,64],positive_label:9,posix:54,possibl:23,potenti:47,power:10,practic:[8,10,16],pre:[10,11,17,20,23,60,68,69],pre_dictandmodel:60,precis:9,pred:[64,67],predetermin:10,predic:[20,67],predicate_dict:67,predicate_dict_fil:67,predicate_slot:67,predict:[3,5,9,10,12,16,18,22,31,48,53,60,61,62,64,66,67,68],predict_fil:[49,50],predict_output_dir:[49,50,64],predict_sampl:5,predin:61,prefer:54,prefetch:44,prefix:24,pregrad:44,premodel:60,prepar:57,preprocess:[20,48,60,61,64,66,68,69],present:23,prev_batch_st:[49,50],prevent:[12,18,23,24],previou:[10,11,16,17,24],price:[20,26],principal:26,principl:23,print:[5,7,15,22,23,32],printallstatu:47,printer:9,printstatu:47,prite:9,privat:28,prix:26,prob:[9,22],probabilist:[10,16,60],probabl:[9,10,16,22],problem:[10,12,16,18,23],proc:34,proce:[20,24,29],proceed:[10,16,67],process2:39,process:[3,7,8,10,11,12,15,16,17,23,26,31,32,39,42,53,56,64,66,67],process_predict:64,process_test:8,process_train:8,processdata:[61,62],processor:47,prod:34,produc:[11,17,20,24,29],productgraph:55,profil:47,proflier:47,prog:56,program:[20,23,29,47,56],progress:24,proj:[10,16],project:[10,11,16,17,28,53],promis:[10,11,17],prone:23,prop:67,propag:[12,18],properli:64,proposit:67,protect:44,proto:19,protobuf:31,provid:[8,10,16,20,23,31,32,39,49,53,64,66,67],prune:10,ps_desir:24,pserver:[48,49,50,53,56],pserver_id:25,pserver_num_thread:[49,50],pseudo:23,psize:44,ptr:28,pull:30,purpos:[24,47],push:56,push_back:44,put:[24,64],pwd:34,py_paddl:[5,20,45],pydataprovid:[31,53],pydataprovider2:[3,5,32,53,56,66],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[8,22,23,27,30,31,34,43,44,45,48,60,61,62,66,67,68,69],pythonpath:[31,61],pzo:68,queri:[10,16,69],question:[10,16,23],quick:55,quick_start:[55,56,57,64],quick_start_data:55,quickstart:55,rac:[10,16],rais:20,ramnath:68,ran:47,rand:[47,50,52,67],random:[7,10,15,16,20,29,32],rang:[10,16,20,29,56,64],rank:[10,16,23,62,64],rapid:26,rare:3,rate:[7,9,12,15,18,20,48,56,66],ratio:50,raw:[10,16,26],raw_meta:66,rdma_tcp:[49,50],reach:24,read:[3,20,22,23,24,29,32,62,64,66],read_from_realistic_imag:23,read_from_rng:23,read_lock:25,read_mnist_imag:23,read_next_from_fil:31,read_ranking_model_data:23,reader:[22,26],reader_creator_bool:29,reader_creator_random_imag:[20,29],reader_creator_random_image_and_label:[20,29],readi:[24,55],readm:[28,66,68],real:29,real_process:3,realist:23,reason:[10,11,17,23,24,55],rebas:43,recal:9,receiv:[8,24],recognit:[10,16,62,68],recommend:[11,17,23,48,56,66],record:[66,67],recordio:23,recov:24,rectangular:[10,16],recurr:[39,40,67,68],recurrent_group:[11,17,39,41,42],recurrent_lay:11,recurrentgradientmachin:28,recurrentgroup:9,reduc:[12,18],ref:66,refer:[7,8,10,11,12,15,16,17,18,24,33],referenc:10,reference_cblas_root:33,refine_unknown_arg:56,regex:66,register_gpu_profil:47,register_lay:44,register_timer_info:47,registri:55,regress:9,regular:[7,12,15,53,61,64,68],rel:[11,17],relat:[8,24,66],relationship:20,releas:[30,36,54,67],reliabl:24,relu:[6,10,16],reluactiv:10,rememb:10,remot:[7,15,43,48,50,52],remov:20,reorgan:[10,16],repeat:10,repo:43,repres:[10,12,16,20,64],represent:64,request:[24,30,55,69],requir:[9,10,16,23,24,48,66],res5_3_branch2c_bn:62,res5_3_branch2c_conv:62,res:67,research:[10,16,20,61],reserveoutput:44,reset:[10,16,24],reshap:29,reshape_s:[10,16],residu:62,resnet_101:62,resnet_152:62,resnet_50:62,resolv:55,respons:[10,16,55],rest:[10,16],restart:[24,55],restartpolici:[55,56],resu:29,result:[3,9,10,14,16,22,47,64,69],result_fil:[9,42],ret_val:66,return_seq:[11,17],reuqest:30,reus:29,reveal:23,revers:[10,11,16,17,41,42],review:[20,43,55,68],reviews_electronics_5:55,rewrit:69,rgb:[10,16],rgen:68,rho:[12,18],right:[10,16],rmsprop:[12,64],rmspropoptim:66,rnn:[10,11,17,41,42,49,68],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_state:39,rnn_state_:39,rnn_step:10,rnn_use_batch:[49,50],rnnlm:20,robot:61,role:[20,23,67,68],roman:68,root:[12,18,19,34,48,55,56,60],root_dir:48,rot:[10,16],rotat:10,routin:66,routledg:68,row:[9,10,16,20],row_id:[10,16],rstrip:56,rtype:[10,16,66],run:[23,24,31,34,47,48,55,56,57,58,66],runinitfunct:[47,56],runtim:[3,31],s_fusion:66,s_id:66,same:[3,8,9,10,11,16,17,23,39,64],samping_id:[10,16],sampl:[3,9,20,64,66,68,69],sample_id:9,sample_num:9,santiago:68,save:[3,10,16,20,24,55,66,67,68,69],save_dir:[32,50,52,55,56,61,64,66,67,68,69],save_only_on:[49,50],saving_period:[49,50,56],saving_period_by_batch:[49,50,52],saw:3,scalar:[10,16],scale:[10,14,66],scalingproject:[10,16],scatter:10,scheduler_factor:[7,15],scheme:[9,12],schmidhub:68,schwenk:69,scienc:68,score:[9,10,16,66],script:[20,45],seaplane_s_000978:61,search:[10,24,42,69],seat:69,second:[10,16,20,23,29,64,66],sed:68,see:[10,11,16,17,23,24,31,64],seed:[47,50],segment:9,sel_fc:[10,16],select:[10,16],selectiv:[10,16],selector:55,self:44,selfnorm:[10,16],semant:[20,23,30,67,68],semantic_role_label:42,semat:23,sen_len:67,send:24,sens:10,sent:[23,55],sent_id:42,sentanc:31,sentenc:[3,10,20,39,42,67],sentence_last_state1:39,sentence_last_state2:39,sentiment:[3,67,68],sentiment_data:68,sentiment_net:68,sentimental_provid:3,sentimental_train:3,separ:[9,64,66],seq:[10,16,39,66],seq_pool:[10,16,38],seq_text_print:9,seq_to_seq_data:[60,69],seq_typ:[20,66],seqlastin:39,seqtext_printer_evalu:42,seqtoseq:[10,31,42,60,69],seqtoseq_net:[10,42,60,69],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,31,39,41,64,66,68,69],sequence_conv_pool:64,sequence_layer_group:[10,39],sequence_nest_layer_group:[10,39],sequencegen:39,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[10,16,67],seri:[11,17,39,68],serial:22,server:[23,48,50,53,54,56],serverless:24,set:[3,7,9,10,11,15,16,17,20,22,23,24,31,32,39,42,47,48,53,55,60,61,62,64,66,67,68,69],set_active_typ:44,set_default_parameter_nam:[7,15],set_drop_r:44,set_input:10,set_siz:44,set_typ:44,settotalbyteslimit:31,setup:[44,64],sever:[10,16],sgd:[12,18,22,23,24,32,48,49,68],shape:[10,16,22],shard:[24,25],share:[10,16,28,67],shared_bia:[11,17],shared_bias:[10,16],shared_ptr:[27,28],ship:61,shold:68,shorten:[10,16],should:[9,10,12,16,20,22,23,29,41],should_be_fals:23,should_be_tru:23,should_shuffl:[3,39,67],show:[12,18,20,24,67,68,69],show_check_sparse_distribution_log:[49,50],show_layer_stat:[49,50],show_parameter_stats_period:[49,50,52,55,67,68,69],shown:[9,10,16,23],shuf:[31,66],shuffl:[20,31],side:[10,16,22],sigint:48,sigmoid:[6,10,16,17],sigmoidactiv:[10,11,39],similar:[10,16,29,66],similarli:[10,16],simpl:[9,10,11,14,16,17,20,22,56],simple_attent:42,simple_gru:64,simple_img_conv_pool:53,simple_lstm:[10,16,64],simple_rnn:[10,42],simpli:[10,16,23],simplifi:23,sinc:[10,16,24,29],singl:[9,11,12,17,20,24],size:[3,9,10,11,12,16,17,18,20,24,29,31,32,39,42,44,53,61,62,64,66,68,69],size_a:[10,16],size_b:[10,16],size_t:44,skip:[29,32,62],skyward:26,sleep:56,slide:[10,12,16,18,20,24],slip:26,slope:[10,16],slot:[66,67],slot_dim:66,slot_nam:66,slottyp:66,small:20,small_messag:[49,50],small_vgg:61,smaller:[10,16,24],smith:68,smooth:[10,16],snap:55,snapshot:25,sock_recv_buf_s:[49,50],sock_send_buf_s:[49,50],socket:56,softmax:[6,10,11,16,17,23,31,42,44,64],softmax_param:31,softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[31,39,42,53,64],softrelu:6,solv:23,some:[7,10,12,15,16,20,22,23],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:22,somegotyp:27,someth:[10,16],sometim:[12,18,29],soon:24,sort:[10,16,20,56,66,68],sourc:[8,10,16,20,28,29,69],source_dict_dim:42,source_language_word:42,space:9,space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[7,10,12,15,16,18,20,31,44,48,50,52,56,64],sparse_binary_vector:[3,20,31,64],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15,31],sparse_value_slot:20,sparse_vector:[20,31],sparse_vector_sequ:20,sparseparam:44,sparseprefetchrowcpumatrix:44,spatial:[10,16],spec:[55,56],special:10,specifi:[9,10,16,20,23,36,64],speech:[10,16],speed:[11,17,26],sphinx:[27,34,45],split:[3,10,16,39,48,64,66,67],split_count:56,spp:10,squar:[6,10,12,16,18,19],squarerootn:13,squarerootnpool:[10,16],srand:50,src:[56,69],src_backward:42,src_dict:[31,42],src_dict_path:31,src_embed:42,src_forward:42,src_id:42,src_root:5,src_word_id:42,srl:[20,67],ssd:16,ssh:[34,48],sshd:34,sstabl:23,stabl:[30,54],stacked_lstm_net:68,stacked_num:68,stackexchang:[10,16],stake:69,stale:24,standard:[7,15],stanford:[20,55],stanh:6,start:[10,16,22,24,31,50,55,56],start_paddl:56,start_pass:[49,50],start_pserv:[49,50],startpaddl:56,startup:24,stat:[47,50,67,68,69],state:[10,11,16,17,24,41,55],state_act:[10,11,16,17,39],statfulset:56,staticinput:[10,41,42],statist:[10,16],statset:47,statu:[9,43,47,55,56],status:55,std:[27,28,44,50],stderr:48,stdout:48,step:[10,11,12,16,17,19,24,39,41,42],stepout:39,stochast:[12,18,24],stock:68,stop:10,storag:54,store:[9,10,16,20,64,66],str:[22,52,56],strategi:[19,24,50,67],street:[10,16,67],strict:29,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[3,8,9,10,16,44,50,53],strip:[31,39,64,66,67],struct:28,structur:[20,64],stub:[10,16],stun:3,style:[10,16,43],sub:[9,10,16,20,23],sub_sequ:3,subgradi:[12,18],subnet:23,subobjectpath:55,subseq:[38,41],subsequenceinput:[10,39],succeed:55,success:55,successfulcr:55,sudo:[36,61],suffic:29,suggest:[10,16],sum:[9,10,12,13,16,18,25],sum_:[10,16],sum_to_one_norm:10,sumpool:[10,16,31],support:[7,9,10,12,15,16,19,20,24,29,39],sur:26,sure:[36,68],swap_channel:62,swig:[27,28],swig_paddl:[5,20],symbol:[10,28],sync:24,syncflag:44,synchron:[12,18,24],syntax:29,sys:62,system:[24,31,68],t2b:60,t_i:[10,16],tab:64,tabl:[10,16],tableproject:[10,16],tag:[9,20,34],tagtyp:9,tainer_id:56,take:[3,9,10,11,16,17,23],tanh:[6,10,11,16,17,44],tanhactiv:[10,11,39,42,53],target:[10,16,20,22,69],target_dict_dim:42,target_language_word:42,targetinlink:[10,39],task:[9,10,16,67],tbd:39,tconf:68,tcp:[50,53],tcp_rdma:53,tear:47,technic:24,tee:[55,61,66,67,68,69],tell:24,tellig:68,templat:[55,56],tempor:[10,16],tensor:10,term:[10,11,16,17,24],termin:55,tesh:67,test100:20,test10:20,test:[2,3,8,9,10,16,20,22,23,28,29,30,44,47,48,50,52,53,61,62,64,66,67,68,69],test_all_data_in_one_period:[55,61,66,67,68],test_compar:31,test_comparespars:31,test_comparetwonet:31,test_comparetwoopt:31,test_config_pars:31,test_data:[5,69],test_fcgrad:44,test_gpuprofil:47,test_layergrad:44,test_list:[3,8,31,32,53,61,64],test_networkcompar:31,test_part_000:68,test_pass:[49,50,52,69],test_period:[49,50,52],test_predict:31,test_pydataprovid:31,test_pydataprovider2:31,test_pydataproviderwrapp:31,test_ratio:66,test_recurrent_machine_gener:31,test_recurrentgradientmachin:[31,39],test_swig_api:31,test_train:31,test_traineronepass:31,test_wait:[49,50],testa:23,testb:23,testbilinearfwdbwd:47,testconfig:44,tester:[66,69],testfcgrad:44,testfclay:44,testlayergrad:44,testq:23,testresult:22,testutil:44,text:[3,9,11,17,20,23,60,64,68,69],text_conv:64,text_conv_pool:66,text_fil:[20,68],tflop:47,tgz:20,than:[7,9,10,11,12,15,16,17,24,31],thei:[23,24,47],them:[11,17,23,24,29,47,64,66],therein:[10,16],thi:[3,7,8,9,10,11,12,15,16,17,18,20,22,23,24,29,47,64,66,68],thing:3,think:23,third:[10,16,24],those:[24,67],thread:47,thread_local_rand_use_global_se:[49,50],threadid:52,threadloc:47,three:[9,10,12,16,24,29,62],threshold:[7,9,12,15,24,50],through:[10,16,24],throughput:47,thu:[10,16],tier:55,time:[10,11,16,17,19,20,23,24,29,39,47,50,55,56,68],timelin:[10,16],timeout:24,timer:47,timestamp:[10,16,25],timestep:[10,16],titl:[20,56,66],tmp:3,to_your_paddle_clone_path:45,todo:[9,11,17,20,24],toend:[10,16],togeth:[10,11,16,17,20,22],token:[9,10,23,42,68],too:20,tool:[45,56],top:[9,62],top_k:9,topolog:[20,23,24],topolopi:22,toronto:[20,61],total:[9,22,24,29,47,55,69],total_pass:29,touch:68,tourist:69,track:[10,24],tractabl:10,tradit:[10,16],trail:20,train100:20,train10:20,train:[2,3,7,8,9,10,12,15,16,18,20,26,31,32,36,48,50,52,53,55,56,57,58,60,61,62,64,66,67,68,69],train_arg:56,train_args_dict:56,train_args_list:56,train_conf:[60,69],train_config_dir:56,train_data:[26,69],train_list:[3,8,31,32,53,61,62,64],train_part_000:68,trainabl:[10,16],trainer:[3,5,23,25,26,32,44,50,52,53,56,66,67,68,69],trainer_config:[2,3,5,32,48,55,56,64,66,68],trainer_config_help:[3,6,7,8,9,10,11,12,13,31,32,44,53,61,66],trainer_count:[31,49,50,52,55,56,66,67,68,69],trainer_id:[50,56],trainerconfighelp:31,trainerid:56,trainerintern:[64,66,69],tran:[10,44],transact:[24,68],transform:[10,16],transform_param_attr:[11,17],translat:[10,11,17,60,69],transpos:[10,16],transposedfullmatrixproject:[10,16],travel:[3,11],travi:43,treat:[10,16],tree:[10,16,56],trg:69,trg_dict:42,trg_dict_path:42,trg_embed:42,trg_id:42,trg_ids_next:42,tricki:27,trn:64,truck:61,true_imag:29,true_label:29,true_read:29,truth:[9,10,16,69],tst:64,tune:[7,15,49],tupl:[8,10,11,16,20,22,29],ture:[10,16],turn:[10,29,41],tutori:[55,56,57,58,60,69],tweet:68,twitter:68,two:[10,11,16,17,23,29,47,64],txt:[3,44,48,54,64,66,68],type:[3,9,10,11,12,16,17,19,20,23,24,27,28,29,32,39,44,52,55,62,64,66,67],type_nam:[10,66],typedef:[27,28],typic:9,ubuntu:30,ubyt:29,uci:20,ufldl:[10,16],uid:55,uint64:27,uint64_t:27,unconstrain:68,undeterminist:47,uniform:[7,10,15,16,20,29],uninstal:31,uniqu:[23,24],unique_ptr:44,unit:[10,11,16,17],unittest:[28,31],univ:69,unix:48,unk:[60,69],unk_idx:[64,67],unknown:[10,16],unseg:[10,16],unsup:68,unsupbow:68,until:[24,56],unus:66,updat:[7,10,12,15,16,24,43,48,52],update_equ:22,updatecallback:44,upgrad:31,upload:[24,26],upstream:43,url:[20,68],urls_neg:68,urls_po:68,urls_unsup:68,usag:[9,10,11,16,17,20,22,56,66],use:[7,8,9,10,11,12,15,16,17,19,20,22,23,24,47,56,62,64,66,67,68,69],use_global_stat:[10,16],use_gpu:[5,31,49,50,52,55,56,61,62,64,66,67,68,69],use_jpeg:61,use_old_updat:[49,50],use_seq:[32,66],use_seq_or_not:66,used:[3,9,10,11,12,16,17,18,19,20,22,23,24,29,47,64,66,68],useful:[10,11,17],usegpu:44,user:[7,9,10,11,15,16,17,20,22,23,29,54,64,66],user_featur:66,user_head:66,user_id:[56,66],user_info:20,user_meta:66,user_nam:66,userinfo:20,usernam:43,uses:24,using:[7,8,10,15,16,20,23,24,29,36,67],usr:[31,33,34,36,48,50,56],usrdict:60,usrmodel:60,usual:[10,16,20,22,47],utc:65,util:[47,56,61,66],uuid:25,v28:[10,16],valid:29,valu:[3,5,7,9,10,12,15,16,18,19,20,22,24,44,52,56,62,64,67],value1:50,value2:50,value_rang:20,vanilla:42,variabl:[10,16,20,23,55],varianc:[10,16],vector:[10,11,16,17,20,23,64,66],verb:20,veri:[10,16,19,61],version:[10,11,16,17,30,34,36,47,49,50],versu:23,vertic:[10,16],vgg:[11,17,61],vgg_16_cifar:61,via:[24,29,36],view:[10,16],vim:43,vision:61,visipedia:61,visual:[10,16],vocab:68,volum:[34,54,55,56],volumemount:[55,56],vutbr:20,wai:[10,11,16,17,23,69],wait:[12,18,24,56],wall:67,want:[3,10,11,16,17,23,29],warn:[10,16,31,56],warp:[10,16],watch:24,wbia:62,wei:[67,68],weight:[9,10,11,12,16,17,18,44,62],weight_act:[11,17],weightlist:44,weights_:44,weights_t:44,wether:[10,16],what:[7,10,11,12,15,16,17,18,64],when:[3,7,9,10,12,15,16,20,22,24,47],where:[10,11,12,16,17,18,23,24,26],whether:[9,10,11,16,17,29,68],which:[9,10,11,12,16,17,18,20,23,24,29,64,66],whole:[3,9,20,27,28],whole_cont:66,whose:[10,16,20,24],why:[11,17,28,47],width:[9,10,16,20,27,29,44,69],wiki:[10,16],wikipedia:[10,16,20],wilder:3,window:[10,16,19,20,54],wise:[10,16],with_avx:[33,34,36],with_doc:33,with_dock:45,with_doubl:[33,36,44],with_dso:33,with_gpu:[33,34,36],with_predict_sdk:36,with_profil:47,with_python:[33,36],with_rdma:[33,36],with_style_check:33,with_swig_pi:33,with_test:[33,34],with_tim:[33,36,47],within:10,without:[9,10,16,24,29],wmt14:69,wmt14_data:69,wmt14_model:69,wmt_shrinked_data:20,woboq:34,won:39,wonder:3,word2vec:31,word:[3,9,10,20,31,39,41,64,67],word_dict:[39,64,67],word_dim:[39,64],word_id:[3,31],word_idx:20,word_slot:67,word_vector:64,word_vector_dim:[42,60],words_freq_sort:20,work:[20,23,24,29,34,39,55,56],workspac:48,would:[22,24,29,67],wrapper:[11,17,47],write:[20,23,24,29,67],write_lock:25,writelin:32,writer:23,wrong:29,wsj:67,wuyi:54,www:[10,16,20,61,69],xarg:[31,34,44],xgbe0:50,xgbe1:50,xiaojun:68,xrang:[29,32,44],xxbow:68,xxx:[23,62,69],xxxx:25,y_i:[10,16],yaml:[55,56],yann:20,yeild:22,yield:[3,20,23,29,31,32,39,42,64,66,67],you:[3,7,10,11,12,15,16,17,36,62,68],your:[10,16,23,31],your_param_nam:31,your_repo:56,your_source_root:28,yuyang18:[11,17,20],zachari:68,zeng:68,zero:[7,10,12,15,16,18,20,24,50],zhou:[67,68],zip:[20,56,65],zone:26,zoo:60,zoom:26},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","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","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","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","&lt;no title&gt;","&lt;no title&gt;","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":56,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":26,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":69,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":60,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":66,"\u4e0b\u8f7d\u6570\u636e":55,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e2d\u6587\u5b57\u5178":60,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":60,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":60,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":60,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":47,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":47,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[60,62],"\u4ece\u5feb\u7167\u6062\u590d":25,"\u4ee3\u7801\u8981\u6c42":43,"\u4efb\u52a1\u7b80\u4ecb":32,"\u4f18\u5316\u7b97\u6cd5":64,"\u4f18\u5316\u7b97\u6cd5\u914d\u7f6e":53,"\u4f7f\u7528":[43,55],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6700\u65b0\u7248\u672c\u66f4\u65b0\u4f60\u7684":43,"\u4f7f\u7528\u6848\u4f8b":52,"\u4f7f\u7528\u6982\u8ff0":64,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":52,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":56,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":60,"\u4f7f\u7528\u8bf4\u660e":46,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":69,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":69,"\u4f7f\u7528reader":26,"\u4fdd\u6301":43,"\u4fee\u6539\u4f60\u7684":43,"\u4fee\u6539\u542f\u52a8\u811a\u672c":55,"\u4fee\u6539\u6587\u6863":45,"\u514b\u9686":43,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":47,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":44,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":48,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":42,"\u51c6\u5907\u6570\u636e":[32,66],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":56,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":48,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":31,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":31,"\u5206\u5272\u8bad\u7ec3":66,"\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"\u5206\u652f\u89c4\u8303":30,"\u521b\u5efajob":56,"\u521b\u5efapaddl":55,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":31,"\u5230":43,"\u5236\u4f5c\u955c\u50cf":56,"\u5236\u4f5cdocker\u955c\u50cf":55,"\u524d\u63d0\u6761\u4ef6":48,"\u52a0\u901f\u6267\u884c":25,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":31,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":25,"\u5355\u5143\u6d4b\u8bd5":50,"\u5355\u53cc\u5c42rnn":39,"\u5377\u79ef\u6a21\u578b":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":61,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":62,"\u53c2\u6570\u5185\u5b58":31,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":50,"\u53c2\u6570\u6982\u8ff0":49,"\u53c2\u6570\u8bfb\u53d6":62,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":68,"\u53c2\u8003\u8d44\u6599":47,"\u53cc\u5411lstm":68,"\u53cc\u5c42rnn":39,"\u53cc\u5c42rnn\u4ecb\u7ecd":41,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":41,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":36,"\u53ef\u9009\u529f\u80fd":60,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":64,"\u5411\u91cf":50,"\u542f\u52a8\u4efb\u52a1":56,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":48,"\u547d\u4ee4\u884c\u53c2\u6570":64,"\u548c":38,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":61,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":52,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":60,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":53,"\u57fa\u672c\u539f\u7406":41,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":45,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":31,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":31,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":31,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":31,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":31,"\u5982\u4f55\u66f4\u65b0www":45,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u5982\u4f55\u8d21\u732e":45,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":43,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":31,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":39,"\u5b50\u5e8f\u5217\u95f4\u6709memori":39,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":66,"\u5b89\u88c5":[36,64],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":35,"\u5b89\u88c5\u6d41\u7a0b":35,"\u5b89\u88c5kubectl":54,"\u5b8c\u6574\u6559\u7a0b":63,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":44,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":44,"\u5b9e\u73b0python\u5c01\u88c5":44,"\u5b9e\u73b0reader":26,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":52,"\u5c0f\u7ed3":3,"\u5de5\u5177":47,"\u5e38\u7528\u6a21\u578b":63,"\u5f00\u53d1\u6807\u51c6":46,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":50,"\u5f15\u7528":67,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":25,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":64,"\u6027\u80fd\u4f18\u5316":46,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":47,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":47,"\u6027\u80fd\u8c03\u4f18":50,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":64,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":68,"\u6216\u8005\u662f":31,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":31,"\u62c9\u53d6\u8bf7\u6c42":43,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":62,"\u63a8\u5bfc\u65b9\u7a0b":44,"\u63a8\u6d4b\u6267\u884c":25,"\u63a8\u9001":43,"\u63d0\u4ea4":43,"\u63d0\u4ea4\u955c\u50cf":55,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":66,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":38,"\u652f\u6301\u5c06\u6570\u636e\u5408\u5e76\u6210\u5185\u90e8\u7684\u6587\u4ef6\u683c\u5f0f":26,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":26,"\u6570\u636e\u51c6\u5907":[61,66,69],"\u6570\u636e\u63cf\u8ff0":67,"\u6570\u636e\u63d0\u4f9b":67,"\u6570\u636e\u63d0\u4f9b\u5668":53,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":66,"\u6570\u636e\u652f\u6301":50,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":64,"\u6570\u636e\u6e90\u914d\u7f6e":53,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":60,"\u6570\u636e\u96c6\u7279\u5f81":65,"\u6570\u636e\u9884\u5904\u7406":69,"\u6570\u6910\u4ecb\u7ecd":68,"\u6570\u6910\u51c6\u5907":68,"\u6574\u4f53\u65b9\u6848":56,"\u6587\u672c\u751f\u6210":69,"\u6587\u672c\u751f\u6210\u6559\u7a0b":69,"\u6587\u6863":[34,59],"\u65b0\u624b\u5165\u95e8":37,"\u65b9\u4fbfsharding\u4e0e\u987a\u5e8f\u8bfb\u53d6":26,"\u65f6\u5e8f\u6a21\u578b":64,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":39,"\u65f6\u95f4\u6b65":39,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":52,"\u672c\u5730\u8bad\u7ec3":52,"\u672f\u8bed":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":55,"\u67e5\u770b\u8f93\u51fa":56,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":52,"\u6848\u4f8b\u4e8c":52,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":48,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":48,"\u6982\u8ff0":[38,41],"\u6a21\u578b":62,"\u6a21\u578b\u4e0b\u8f7d":62,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":25,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":32,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":64,"\u6a21\u578b\u8bad\u7ec3":[61,69],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":66,"\u6a21\u578b\u914d\u7f6e":[39,46],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":39,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":26,"\u6d4b\u8bd5":[50,67],"\u6d4b\u8bd5\u6587\u4ef6":66,"\u6d4b\u8bd5\u6a21\u578b":68,"\u7279\u5f81":67,"\u7279\u5f81\u63d0\u53d6":62,"\u72b6\u6001\u6700\u65b0":43,"\u751f\u6210\u5e8f\u5217":42,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":69,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":41,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":65,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":69,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":68,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":65,"\u76ee\u5f55\u7ed3\u6784":28,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u76f8\u5173\u6982\u5ff5":41,"\u77e9\u9635":50,"\u793a\u4f8b1":39,"\u793a\u4f8b2":39,"\u793a\u4f8b3":39,"\u793a\u4f8b4":39,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":31,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":66,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":67,"\u7a00\u758f\u8bad\u7ec3":52,"\u7b26\u53f7":27,"\u7b80\u4ecb":[54,69],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u7c7b":[27,44],"\u7cfb\u7edf\u6846\u56fe":53,"\u7ec3\u4e60":61,"\u7ec6\u8282\u63a2\u7a76":61,"\u7ec6\u8282\u63cf\u8ff0":50,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":48,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":32,"\u7f16\u5199yaml\u6587\u4ef6":55,"\u7f16\u8bd1\u6d41\u7a0b":35,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":33,"\u7f29\u5bb9":25,"\u7f51\u7edc\u53ef\u89c6\u5316":62,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":53,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":50,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":60,"\u8bad\u7ec3":[50,66,67],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":66,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":31,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8":26,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":26,"\u8bad\u7ec3\u6a21\u578b":[32,64,68],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":69,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":41,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":31,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":53,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":51,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":65,"\u8bcd\u5411\u91cf\u6a21\u578b":64,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":60,"\u8bcd\u6c47\u8868":39,"\u8be6\u7ec6\u6559\u7a0b":47,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":67,"\u8bf7\u6c42":43,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":39,"\u8f93\u5165":41,"\u8f93\u5165\u4e0d\u7b49\u957f":39,"\u8f93\u5165\u793a\u4f8b":41,"\u8f93\u51fa":41,"\u8f93\u51fa\u65e5\u5fd7":64,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":48,"\u8fd0\u884c\u5bb9\u5668":55,"\u8fd0\u884cdocker":31,"\u8fd0\u884cpaddlepaddl":34,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":55,"\u8fdb\u9636\u6307\u5357":46,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":54,"\u901a\u7528":50,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":34,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":64,"\u9047\u5230":31,"\u90e8\u7f72kubernetes\u96c6\u7fa4":54,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":64,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\u914d\u7f6ekubectl":54,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":54,"\u94a9\u5b50":43,"\u9644\u5f55":64,"\u968f\u673a\u6570":50,"\u96c6\u7fa4\u8bad\u7ec3":52,"\u975e\u6cd5\u6307\u4ee4":31,"\u9884\u5904\u7406":61,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":69,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":69,"\u9884\u6d4b":[61,62,64,67,68],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":69,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":39,"beam_search\u7684\u751f\u6210":39,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":33,"bleu\u8bc4\u4f30":69,"book\u4e2d\u6240\u6709\u7ae0\u8282":30,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":33,"cmake\u6e90\u7801\u7f16\u8bd1":31,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":33,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"float":31,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":52,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":47,"gpu\u955c\u50cf\u51fa\u73b0":31,"group\u6559\u7a0b":41,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"kubernetes\u5355\u673a\u8bad\u7ec3":55,"meta\u6587\u4ef6":66,"meta\u914d\u7f6e\u6587\u4ef6":66,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":65,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":66,"org\u6587\u6863":45,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":30,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":30,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":34,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":33,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":34,"pod\u95f4\u901a\u4fe1":56,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":62,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":31,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":64,"return":29,"rnn\u76f8\u5173\u6a21\u578b":40,"rnn\u914d\u7f6e":42,"so\u627e\u4e0d\u5230":36,"ubuntu\u90e8\u7f72paddlepaddl":36,Abs:14,absactiv:6,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,addto:16,addto_lay:10,aggreg:[10,16],algorithm:24,api:[1,4,28],applic:4,argument:29,async:50,attent:42,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:29,batch_norm:16,batch_norm_lay:10,batch_siz:29,beam_search:[10,16],becaus:31,between:23,bidirectional_lstm:[11,17],big:31,bilinear_interp:16,bilinear_interp_lay:10,bla:33,block_expand:16,block_expand_lay:10,book:34,brelu:14,breluactiv:6,cach:3,capi:28,capi_priv:28,check:[10,16],checkpoint:[24,25],chunk_evalu:9,cifar:20,classif:9,classification_error_evalu:9,classification_error_printer_evalu:9,clone:43,column_sum_evalu:9,commit:43,compos:29,concat:16,concat_lay:10,config:4,configur:21,conll05:20,connect:[10,16],content:[3,28,31,38,47,53],context_project:[10,16],conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,cos_sim:[10,16],cost:[10,16],cp27mu:31,creat:29,creator:29,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_channel_norm:16,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cuda:[31,33],cudnn:33,cudnnavg:19,cudnnmax:19,custom:29,dat:65,data:[10,16,20,24,29],data_lay:10,datafeed:20,dataprovid:[4,50],dataset:[20,24],datasourc:8,datatyp:20,decayedadagrad:18,decayedadagradoptim:12,decor:29,design:[23,24,29],dictionari:29,dispatch:24,distribut:[23,24],doc:[23,24,29],dotmul_oper:[10,16],dotmul_project:[10,16],driver:31,dropout_lay:[11,17],dylib:28,dynam:24,embed:16,embedding_lay:10,entri:29,eos:16,eos_lay:10,evalu:9,event:[22,23],exampl:[23,28],except:31,exp:14,expactiv:6,expand:16,expand_lay:[10,38],faq:31,fault:24,fc_layer:10,first_seq:[10,16,38],fork:43,format:24,from:23,full_matrix_project:[10,16],fulli:[10,16],gate:42,get_output:16,get_output_lay:10,github:43,gpu:50,gradient_printer_evalu:9,group:[10,16],gru:[11,17,50],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],handler:[23,27],how:29,hsigmoid:[10,16],huber_cost:[10,16],ident:14,identity_project:[10,16],identityactiv:6,illeg:31,imag:[10,11,16,17],imagenet:62,imdb:[20,68],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:29,infer:22,ingredi:23,init_hook:3,input_typ:3,instruct:31,insuffici:31,interfac:[20,24,29],interpol:16,interpolation_lay:10,isn:29,job:[24,55],join:[10,16],kei:26,kubernet:[54,55],lambda_cost:[10,16],last_seq:[10,16,38],layer:[10,16,23],layeroutput:10,layertyp:10,libcudart:36,libcudnn:36,libpaddle_capi_shar:28,libpaddle_capi_whol:28,linear:14,linear_comb:16,linear_comb_lay:10,linearactiv:6,linux_x86_64:31,list:[25,29],log:14,logactiv:6,lstm:[11,17,50,67,68],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:29,master:24,math:[10,16],max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16,39,41],messag:31,mini:29,minibatch:20,misc:[11,17],mix:[10,16],mixed_lay:10,mnist:20,model:[4,21,23,42,62],momentum:18,momentumoptim:12,movi:65,movielen:20,mse_cost:[10,16],multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:29,nce:16,nce_lay:10,need:29,network:[11,17,42],neural:42,nlp:[11,17,50],norm:[10,16],nvprof:47,nvvp:47,object:24,onli:29,optim:[12,18,24],output:11,pad:16,pad_lay:10,paddl:[29,30],paddlepaddl:[23,45,59],parallel_nn:52,paramet:[7,15,22,23,24],perform:50,platform:31,pnpair_evalu:9,point:31,pool:[10,13,16,19],pooling_lay:[10,38],power:16,power_lay:10,pre:43,precision_recall_evalu:9,prefetch:29,print:9,process:24,protocol:31,provid:[3,29],pull:43,push:43,python:29,queue:24,rank:9,rank_cost:[10,16],rate:65,reader:[20,23,29],recoveri:24,recurr:[10,11,16,17,41,42],recurrent_group:[10,16],recurrent_lay:10,refer:3,reject:31,relu:14,reluactiv:6,repeat:16,repeat_lay:10,request:43,reshap:[10,16],resnet:62,rmsprop:18,rmspropoptim:12,rnn:[39,50],rotat:16,rotate_lay:10,sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:[16,24],scaling_lay:10,scaling_project:[10,16],selective_fc:16,selective_fc_lay:10,sentiment:20,seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:42,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,server:24,set:12,sgd:50,share:23,shuffl:29,sigmoid:14,sigmoidactiv:6,simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:29,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,smooth_l1_cost:[10,16],softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:68,stanh:14,stanhactiv:6,start:23,store:24,suffici:29,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,sumpool:13,support:31,tabl:28,table_project:[10,16],take:29,tanh:14,tanhactiv:6,task:24,tensor:16,tensor_lay:10,text_conv_pool:[11,17],thi:31,todo:[25,26],toler:24,too:31,train:[22,23,24,29],trainer:[22,24],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,tune:50,uci_h:20,updat:23,usag:29,use:29,user:[24,65],util:9,valu:26,value_printer_evalu:9,version:31,vgg_16_network:[11,17],warp_ctc:16,warp_ctc_lay:10,wheel:31,whl:31,why:29,wmt14:20,zoo:62}})
\ No newline at end of file
+Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","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/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/concepts/use_concepts_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.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/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/concepts/use_concepts_cn.rst","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{"paddle.trainer_config_helpers":{attrs:[7,0,0,"-"],data_sources:[8,0,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,1,1,""],ExtraLayerAttribute:[7,2,1,""],ParamAttr:[7,1,1,""],ParameterAttribute:[7,2,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,3,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,4,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","attribute","Python \u5c5e\u6027"],"2":["py","class","Python \u7c7b"],"3":["py","method","Python \u65b9\u6cd5"],"4":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:attribute","2":"py:class","3":"py:method","4":"py:function"},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":69,"0005\u4e58\u4ee5batch":61,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":68,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":68,"000\u4e2atxt\u6587\u4ef6":68,"000\u4f4d\u7528\u6237\u5bf94":65,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":62,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":65,"000\u90e8\u7535\u5f71\u76841":65,"00186201e":5,"00m":47,"02595v1":[10,16],"03m":47,"0424m":47,"0473v3":[11,17],"05d":61,"0630u":47,"06u":47,"0810u":47,"08823112e":5,"0957m":47,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":50,"0\u5c42\u5e8f\u5217":38,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":68,"0ab":[10,16],"0b1":36,"0rc1":[30,34],"0rc2":30,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":61,"10007_10":68,"10014_7":68,"100m":31,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":62,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":62,"101\u5c42\u7f51\u7edc\u6a21\u578b":62,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":61,"10\u6570\u636e\u96c6":61,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":61,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":61,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":61,"1150u":47,"11\u5b9e\u73b0\u4e86c":28,"11e6":55,"12194102e":5,"124n":47,"128\u7ef4\u548c256\u7ef4":60,"13m":55,"1490u":47,"14\u6570\u636e\u96c6":69,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":69,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":52,"152\u5c42\u7f51\u7edc\u6a21\u578b":62,"15501715e":5,"1550u":47,"15\u884c":39,"1636k":69,"16u":47,"173m":62,"173n":47,"1770u":47,"18\u5c81\u4ee5\u4e0b":65,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":55,"197u":47,"1\u7684\u5c42\u4e4b\u5916":52,"1\u7a00\u758f\u6570\u636e":44,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":52,"1\u9664\u4ee5batch":61,"1m\u6570\u636e\u96c6\u4e2d":66,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":66,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":61,"210u":47,"211839e770f7b538e2d8":[11,17],"215n":47,"228u":47,"234m":62,"24\u5c81":65,"2520u":47,"25639710e":5,"25k":64,"2680u":47,"26\u884c":39,"27787406e":5,"279n":47,"27m":47,"285m":47,"2863m":47,"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":47,"2977m":47,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":69,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":31,"2\u4e2a\u6d6e\u70b9\u6570":32,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":56,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":52,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":56,"2nd":[10,16],"302n":47,"30u":47,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":60,"32777140e":5,"328n":47,"32\u7ef4":60,"32u":47,"32x32":20,"331n":47,"3320u":47,"34\u5c81":65,"35\u65f6":69,"36540484e":5,"36u":47,"3710m":47,"3768m":47,"387u":47,"38u":47,"3920u":47,"39u":47,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":69,"3\u53f7gpu":31,"4035m":47,"4090u":47,"4096mb":50,"4279m":47,"43630644e":5,"43u":47,"448a5b355b84":55,"44\u5c81":65,"4560u":47,"4563m":47,"45u":47,"4650u":47,"4726m":47,"473m":55,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":65,"4gb":50,"500\u4e2atxt\u6587\u4ef6":68,"500m":31,"50\u5c42":62,"50\u5c42\u7f51\u7edc\u6a21\u578b":62,"51111044e":5,"514u":47,"525n":47,"526u":47,"53018653e":5,"536u":47,"5460u":47,"5470u":47,"54u":47,"55\u5c81":65,"55g":69,"5690m":47,"573u":47,"578n":47,"5798m":47,"586u":47,"58s":55,"5969m":47,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":60,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":36,"6080u":47,"6082v4":[10,16],"6140u":47,"6305m":47,"639u":47,"64\u7ef4":60,"655u":47,"6780u":47,"6810u":47,"682u":47,"6970u":47,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":47,"6\u4e2a\u8282\u70b9":48,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":60,"704u":47,"70634608e":5,"7090u":47,"72296313e":5,"72u":47,"73u":47,"75u":47,"760u":47,"767u":47,"783n":47,"784u":47,"78m":47,"7eamaa":20,"7kb":55,"8250u":47,"8300u":47,"830n":47,"849m":47,"85625684e":5,"861u":47,"864k":69,"8661m":47,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":60,"877\u884c":60,"892m":47,"901n":47,"90u":47,"918u":47,"9247m":47,"924n":47,"9261m":47,"93137714e":5,"9330m":47,"94u":47,"9530m":47,"96644767e":5,"983m":47,"988u":47,"997u":47,"99982715e":5,"99m":62,"99u":47,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":55,"\u0233":32,"\u03b5":32,"\u4e00":39,"\u4e00\u4e2a":53,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":32,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":61,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u4f5c\u4e1a\u91cc\u5305\u62ec\u82e5\u5e72trainer\u8fdb\u7a0b\u548c\u82e5\u5e72paramet":53,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":54,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":55,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":41,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":61,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":41,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":41,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":41,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":68,"\u4e00\u4e2a\u6216\u591a\u4e2a":54,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":31,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":47,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":34,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":38,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":38,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":25,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":68,"\u4e00\u4e2a\u7b80\u5355\u7684\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3a":53,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":44,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":44,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":44,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":31,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":50,"\u4e00\u4e2alabel":39,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":42,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":67,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":64,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":54,"\u4e00\u4e2apserver\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u7aef\u53e3\u7528\u6765\u505a\u7a00\u758f\u66f4\u65b0":53,"\u4e00\u4e9b\u60c5\u51b5\u4e0b":53,"\u4e00\u4e9b\u968f\u673a\u5316\u566a\u58f0\u6dfb\u52a0\u90fd\u5e94\u8be5\u5728dataprovider\u4e2d\u5b8c\u6210":53,"\u4e00\u4eba":39,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":41,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":66,"\u4e00\u65e9":39,"\u4e00\u662fbatch":31,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":48,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":54,"\u4e00\u6b21\u6027\u676f\u5b50":39,"\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":32,"\u4e00\u7bc7\u8bba\u6587":69,"\u4e00\u7ea7\u76ee\u5f55":[68,69],"\u4e00\u81f4":[38,39],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":30,"\u4e00\u822c\u4ece":43,"\u4e00\u822c\u5728paddlepaddle\u4e2d":39,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,32],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u5c01\u88c5\u4e86\u8bb8\u591a\u590d\u6742\u64cd\u4f5c\u7684\u96c6\u5408":53,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":31,"\u4e00\u822c\u6765\u8bf4":42,"\u4e00\u822c\u800c\u8a00":69,"\u4e00\u822c\u8868\u793a":39,"\u4e00\u884c\u4e2d\u5305\u542b\u6e90\u8bed\u8a00":26,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":64,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u4e09\u7ea7\u76ee\u5f55":[68,69],"\u4e0a":43,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":67,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":68,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":39,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":56,"\u4e0a\u7f51":39,"\u4e0a\u8fd0\u884c":34,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":31,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":47,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":48,"\u4e0b":61,"\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":47,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":61,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":67,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":62,"\u4e0b\u56fe\u63cf\u8ff0\u4e86\u7528\u6237\u4f7f\u7528\u6846\u56fe":53,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":44,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":41,"\u4e0b\u6587\u4f7f\u7528":56,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":55,"\u4e0b\u6b21":39,"\u4e0b\u7684":56,"\u4e0b\u8868\u5c55\u793a\u4e86batch":62,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":55,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":36,"\u4e0b\u8f7d\u6570\u636e\u96c6":61,"\u4e0b\u8f7dwmt":69,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":47,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":66,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":54,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u6570\u636e\u6e90\u914d\u7f6e":53,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":42,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":44,"\u4e0b\u9762\u5c06\u5206\u522b\u4ecb\u7ecd\u8fd9\u4e24\u90e8\u5206":53,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":56,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":61,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":61,"\u4e0b\u9762\u662fcifar":61,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":44,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":62,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":62,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":44,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":32,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":38,"\u4e0d":39,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":31,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":44,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":69,"\u4e0d\u540c":67,"\u4e0d\u540c\u4e3b\u673a":54,"\u4e0d\u540c\u4ea7\u54c1":68,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":50,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":62,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":42,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":31,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":56,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":3,"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":54,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":41,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":41,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":39,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":54,"\u4e0d\u542b\u53ef\u5b66\u4e60\u53c2\u6570":53,"\u4e0d\u5728":28,"\u4e0d\u5c11":39,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":41,"\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":69,"\u4e0d\u6307\u5b9a\u65f6":41,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":54,"\u4e0d\u652f\u6301":67,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":3,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":43,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":43,"\u4e0d\u8fc7":39,"\u4e0d\u8fdc":39,"\u4e0d\u9519":39,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":42,"\u4e0e":[56,60,69],"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":30,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":39,"\u4e0e\u53ef\u80fd\u6709\u7684":30,"\u4e0e\u5728":67,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":48,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":56,"\u4e0e\u7ffb\u8bd1":69,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":68,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":69,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":31,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":65,"\u4e0ejob":56,"\u4e0etime":65,"\u4e14":39,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":3,"\u4e14\u652f\u6301\u90e8\u7f72\u5230":54,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":39,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":68,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":39,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":48,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":45,"\u4e24\u4e2a\u5d4c\u5957\u7684":41,"\u4e24\u4e2a\u64cd\u4f5c":47,"\u4e24\u4e2a\u6587\u4ef6\u5939":61,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":67,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":39,"\u4e24\u4e2a\u90e8\u5206":45,"\u4e24\u79cd\u7c7b\u522b":64,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":64,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":31,"\u4e2a\u5355\u8bcd":69,"\u4e2a\u6027\u5316\u63a8\u8350":[30,63],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":66,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":50,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":50,"\u4e2d":[27,28,31,44,53,56,61,64,66,67,68],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":43,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":60,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":69,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":69,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":39,"\u4e2d\u5199\u5165json\u5185\u5bb9":25,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":64,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":69,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":43,"\u4e2d\u5b89\u88c5":48,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":68,"\u4e2d\u5b9a\u4e49":42,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":41,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":68,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":62,"\u4e2d\u6307\u5b9a":50,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":52,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":62,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":62,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":33,"\u4e2d\u6587\u6587\u6863":45,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":45,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":39,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":65,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":56,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":50,"\u4e2d\u7684":62,"\u4e2d\u7684\u4e00\u884c":[3,43],"\u4e2d\u7684\u5185\u5bb9":67,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":43,"\u4e2d\u7684\u63a5\u53e3":66,"\u4e2d\u7684\u6570\u636e":62,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":66,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":62,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":68,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":66,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":69,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":54,"\u4e2d\u7684\u7b2ci\u884c":69,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":65,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":68,"\u4e2d\u83b7\u53d6":56,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":48,"\u4e2d\u8bbe\u7f6e":48,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":48,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":44,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":31,"\u4e3a":[3,42],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":68,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":44,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":34,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":68,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":54,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":44,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":41,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":34,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":43,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":48,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u66f4\u7075\u6d3b\u7684\u914d\u7f6e":53,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":48,"\u4e3a\u4e86\u7528\u6237\u80fd\u591f\u7075\u6d3b\u7684\u5904\u7406\u6570\u636e":53,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":47,"\u4e3a\u4e86\u8fd8\u539f":32,"\u4e3a\u4e86\u907f\u514d\u7528\u6237\u76f4\u63a5\u5199\u590d\u6742\u7684protobuf":53,"\u4e3a\u4f8b":64,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":48,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":64,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":31,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":47,"\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":60,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":48,"\u4e3a\u6b64":55,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":44,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":48,"\u4e3ajson\u6216yaml\u683c\u5f0f":66,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":44,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":50,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u539f\u56e0":39,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":31,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":61,"\u4e3b\u8981\u7531layer\u7ec4\u6210":53,"\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":31,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":64,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":31,"\u4e3e\u4f8b":31,"\u4e3e\u4f8b\u8bf4\u660e":39,"\u4e4b\u524d":43,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":64,"\u4e4b\u540e":[32,44],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":48,"\u4e4b\u540e\u4f7f\u7528":44,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":44,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":44,"\u4e4b\u540e\u5b9a\u4e49\u7684":61,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":32,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":41,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u4e58\u9664\u7b49\u65f6\u5019":31,"\u4e5d\u4e2a":67,"\u4e5f":39,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":41,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":43,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":54,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":34,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":41,"\u4e5f\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u5b9e\u73b0\u96c6\u7fa4\u4e2d\u8fd0\u884c\u7684reader\u7a0b\u5e8f":26,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":47,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":56,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":64,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":54,"\u4e5f\u5c31\u662f":43,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":64,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":43,"\u4e5f\u5c31\u662f\u8bf4":[50,52,60],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":66,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":56,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":47,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":54,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":41,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":31,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":64,"\u4e5f\u79f0\u4f5c":53,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":61,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":39,"\u4e86":39,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":47,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":42,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":42,"\u4e8c\u7ea7\u76ee\u5f55":[68,69],"\u4e8c\u7ef4\u77e9\u9635":62,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":39,"\u4e8c\u8fdb\u5236":60,"\u4e92\u76f8\u901a\u4fe1":54,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":68,"\u4e94\u661f\u7ea7":39,"\u4e9a\u9a6c\u900a":68,"\u4ea4\u901a":39,"\u4ea4\u901a\u4fbf\u5229":39,"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":34,"\u4eba\u8138\u8bc6\u522b":26,"\u4ec0\u4e48":66,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":68,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":66,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":66,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":68,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":44,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":44,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":56,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":54,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":64,"\u4ece":[30,47,67],"\u4ece0\u5230num":50,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":41,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":47,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":32,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":68,"\u4ece\u5927\u5230\u5c0f":69,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":67,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":39,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":64,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":25,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":69,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":68,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":69,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":44,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":32,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":64,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":69,"\u4ece\u8bed\u4e49\u4e0a\u770b":41,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":39,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":32,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":60,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":25,"\u4ecestart":50,"\u4ecetest":69,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":43,"\u4ed4\u7ec6\u89c2\u5bdf":62,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":39,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":39,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":62,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":56,"\u4ee3\u7801":66,"\u4ee3\u7801\u4e2d9":39,"\u4ee3\u7801\u5982\u4e0b":42,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":43,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":56,"\u4ee3\u8868\u7f16\u53f7":66,"\u4ee5\u4e0a":43,"\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":34,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":34,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":34,"\u4ee5\u4e0b":66,"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":42,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":42,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":65,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":34,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":43,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":64,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":48,"\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":60,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":48,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":34,"\u4ee5\u4fbf\u7528\u6237":48,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":44,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":44,"\u4ee5\u5206\u7c7b\u6765\u81ea":68,"\u4ee5\u53ca":44,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":38,"\u4ee5\u53ca\u5728wmt":69,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":61,"\u4ee5\u53ca\u6570\u636e\u8bfb\u53d6\u51fd\u6570":53,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":34,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":41,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":44,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":66,"\u4ee5\u53carelu":44,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":48,"\u4ee5\u9017\u53f7":60,"\u4ee5\u9017\u53f7\u95f4\u9694":50,"\u4ef7\u683c":39,"\u4efb\u52a1":66,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":48,"\u4efb\u52a1\u7b80\u4ecb":37,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":25,"\u4f18\u5316":68,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":44,"\u4f18\u5316\u7b97\u6cd5":53,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":56,"\u4f1a\u5171\u4eab\u53c2\u6570":31,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":50,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":39,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":56,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":45,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":31,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":41,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":41,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":31,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":41,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":41,"\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":27,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":44,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":69,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":56,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":41,"\u4f20\u5165":3,"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":31,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":50,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":44,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":50,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":39,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":39,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":32,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":41,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":33,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":30,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":39,"\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":30,"\u4f46\u662f":[31,39],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":34,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":48,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":49,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":39,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":34,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":43,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":33,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":52,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":31,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u4e2a\u503c\u4e0d\u53ef\u4ee5\u8c03\u7684\u8fc7\u5927":53,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":69,"\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":68,"\u4f46\u662fbatch":31,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":3,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":3,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":39,"\u4f4f":39,"\u4f53\u88c1\u5b57\u5178":66,"\u4f53\u88c1\u5b57\u6bb5":66,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":66,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":66,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":39,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":42,"\u4f5c\u4e3a\u53c2\u6570\u7684id":31,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":41,"\u4f5c\u4e3a\u6d88\u606f\u957f\u5ea6":53,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":65,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":32,"\u4f5c\u4e3a\u8f93\u51fa":42,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":48,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":39,"\u4f5c\u5bb6":65,"\u4f5c\u7528":38,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":62,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":64,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":60,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":62,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":34,"\u4f60\u53ea\u9700\u5b8c\u6210":48,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":64,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":69,"\u4f60\u53ef\u4ee5\u4f7f\u7528":62,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":68,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":48,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":48,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":66,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":66,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":52,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":62,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":62,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":60,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":69,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":62,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":62,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":69,"\u4f60\u5c06\u5728\u76ee\u5f55":68,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":66,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":48,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":48,"\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":44,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":52,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":44,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":66,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":44,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":64,"\u4f7f\u5f97":32,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":69,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":31,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":44,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":32,"\u4f7f\u7528":[28,30,31,34,39,41,42,44,47,50,53,64,67,68],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":52,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":52,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":62,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":52,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":52,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":44,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":31,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":55,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":26,"\u4f7f\u7528\u4e86":53,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":31,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":67,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":36,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":60,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":68,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":25,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":31,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":31,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":61,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":60,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":42,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":56,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":55,"\u4f7f\u7528\u624b\u5de5\u6307\u5b9a\u7aef\u53e3\u6570\u91cf":53,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":31,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":51,"\u4f7f\u7528\u7684":31,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":50,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":41,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":62,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":50,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":50,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":69,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":67,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":25,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":61,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":39,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":44,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":68,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":60,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":50,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":52,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":52,"\u4f7f\u7528cpu\u8bad\u7ec3":68,"\u4f7f\u7528init":52,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":39,"\u4f7f\u7528max":61,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":39,"\u4f7f\u7528model":52,"\u4f7f\u7528paddlepaddl":64,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":61,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":50,"\u4f7f\u7528regress":30,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":61,"\u4f86":39,"\u4f8b\u5982":[3,27,28,30,31,33,39,42,44,47,48,49,50,52,53,56,62,64,66,68],"\u4f8b\u5982\u4e0a\u6587\u7684pod":54,"\u4f8b\u5982\u4e0a\u9762\u7684":32,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":48,"\u4f8b\u5982\u4f7f\u7528":31,"\u4f8b\u5982\u586b\u5145":42,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":39,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":39,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":39,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":31,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":61,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":54,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":56,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":44,"\u4f8b\u5982sigmoid\u53d8\u6362":64,"\u4f8b\u5b50\u4e2d\u662f":44,"\u4f8b\u5b50\u4e2d\u662f0":44,"\u4f8b\u5b50\u4e2d\u662f100":44,"\u4f8b\u5b50\u4e2d\u662f4096":44,"\u4f8b\u5b50\u4e2d\u662f8192":44,"\u4f8b\u5b50\u4e2d\u662ffc":44,"\u4f8b\u5b50\u4e2d\u662fsoftmax":44,"\u4f8b\u5b50\u4f7f\u7528":54,"\u4f9bpaddlepaddle\u52a0\u8f7d":50,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":68,"\u4f9d\u6b21\u7c7b\u63a8":30,"\u4f9d\u8d56\u4e8epython\u7684":61,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":54,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":54,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":34,"\u4fbf\u5229":39,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":39,"\u4fbf\u5b9c":39,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":50,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":69,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":50,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":50,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":62,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":48,"\u4fee\u590d\u6240\u6709bug\u540e":30,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":30,"\u4fee\u590dubuntu":30,"\u4fee\u6539":[54,55],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":55,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":47,"\u4fee\u6539\u6587\u6863":46,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[39,43],"\u503c\u5f97\u6df1\u5165\u5206\u6790":47,"\u503c\u7c7b\u578b":52,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":31,"\u5047\u8bbe":44,"\u5047\u8bbe\u53d8\u91cf":32,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":34,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":44,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":60,"\u504f\u7f6e\u53c2\u6570":62,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":44,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":30,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":25,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":50,"\u505c\u7535":39,"\u50cf":34,"\u513f\u7ae5\u7247":65,"\u5143\u7d20":38,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":38,"\u5148\u4f7f\u7528\u547d\u4ee4":53,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":64,"\u5168\u5bb6":39,"\u5168\u8fde\u63a5\u5c42":[32,53,60,61,66],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":44,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":66,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":62,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":44,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":44,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":44,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":44,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":67,"\u516c\u5f0f":34,"\u516c\u94a5\u5199\u5165":48,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":67,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":67,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":56,"\u5171\u670932":60,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":61,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":39,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":43,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"\u5173\u4e8eunbound":41,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":61,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":61,"\u5176\u4e2d":[3,26,27,30,31,32,42,44,53,60,61,62],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":62,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":61,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":61,"\u5176\u4e2d\u5305\u542b6":65,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":61,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":68,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":67,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":69,"\u5176\u4e2d\u6570\u636e\u6e90\u914d\u7f6e\u4e0edataprovider\u7684\u5173\u7cfb\u662f":53,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":64,"\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":38,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":69,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":69,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":69,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":62,"\u5176\u4e2dbeam":69,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":50,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":50,"\u5176\u4e2draw":26,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4ed6":65,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":34,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":69,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":31,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":31,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":64,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":52,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":30,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":42,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":44,"\u5176\u4f59\u884c\u662f":60,"\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":66,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":54,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":64,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":64,"\u5176\u5b83layer\u7684\u8f93\u51fa":41,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":31,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":54,"\u5176\u6b21":[3,39,64],"\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":67,"\u5176\u8bf4\u660e\u5982\u4e0b":39,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":69,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":42,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,31],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,44],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":41,"\u5177\u4f53\u5982\u4e0b":34,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":47,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":31,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":64,"\u5177\u4f53\u7684\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":53,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":31,"\u5177\u4f53\u8ba1\u7b97\u662f\u901a\u8fc7\u5185\u90e8\u7684":53,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":62,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28,43],"\u5177\u4f53\u8bf7\u89c1":43,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":39,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":68,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":42,"\u5185\u5b58":47,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":50,"\u5185\u5bb9":64,"\u5185\u5bb9\u5982\u4e0b":55,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":39,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":56,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":34,"\u5185\u90e8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":66,"\u518d\u4f20\u5165\u7ed9train":53,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":30,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":39,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":39,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":39,"\u518d\u6307\u5b9a":33,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":44,"\u518d\u901a\u8fc7\u51fd\u6570":56,"\u5192\u9669\u7247":65,"\u5197\u4f59\u7b49\u529f\u80fd":54,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":25,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":69,"\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":44,"\u519c\u6c11":65,"\u51c6\u5907":39,"\u51c6\u5907\u597d\u6570\u636e":66,"\u51c6\u5907\u6570\u636e":37,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":42,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":31,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":31,"\u51cf\u5c0fbatch":31,"\u51fa\u53bb\u73a9":39,"\u51fa\u5dee":39,"\u51fa\u6765":39,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":31,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":31,"\u51fd\u6570":[3,32,42,44,47,67,68],"\u51fd\u6570\u4e2d":42,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":48,"\u51fd\u6570\u5047\u8bbe":42,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":47,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":41,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":42,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":44,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":44,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":41,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":44,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":47,"\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":44,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":44,"\u5206\u4e3a\u597d\u8bc4":64,"\u5206\u522b\u4e3a":60,"\u5206\u522b\u4e3atrain":69,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":41,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":39,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":69,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":41,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":32,"\u5206\u522b\u662f":38,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":42,"\u5206\u522b\u662fsentences\u548clabel":39,"\u5206\u522b\u662fwords\u548clabel":39,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":44,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":39,"\u5206\u5272":[65,67],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":66,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":25,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":54,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[30,43],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":30,"\u5206\u652f\u4e0a":43,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":43,"\u5206\u652f\u4e2d":30,"\u5206\u652f\u4e3a\u5f00\u53d1":30,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":30,"\u5206\u652f\u4e3a\u7a33\u5b9a":30,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":30,"\u5206\u652f\u5408\u5165":30,"\u5206\u652f\u5408\u5165master\u5206\u652f":30,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":30,"\u5206\u652f\u540d":43,"\u5206\u652f\u540d\u4e3a":30,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":30,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":30,"\u5206\u652f\u89c4\u8303":43,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":47,"\u5206\u7247":25,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":68,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":62,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":60,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":60,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":60,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":50,"\u5206\u9694":[60,66],"\u5206\u9694\u7b26\u4e3a":65,"\u5207\u6362\u5230":43,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":43,"\u5217\u8868":66,"\u5217\u8868\u5982\u4e0b":3,"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":44,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f1a\u9ed8\u8ba4\u751f\u6210\u4e00\u4e2alist\u6587\u4ef6":53,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":67,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":50,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":25,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":50,"\u5219\u5148\u505a\u5d4c\u5165":66,"\u5219\u53ef\u4ee5\u50cf":48,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":64,"\u5219\u5ffd\u7565":25,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":50,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":25,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":47,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":50,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":31,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":25,"\u5219\u9700\u8981\u914d\u7f6e":54,"\u521b\u5efa\u4e00\u4e2akubernet":56,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":34,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":43,"\u521b\u5efa\u6210\u529f\u540e":56,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":69,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":44,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":44,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":50,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":60,"\u521d\u59cb\u5316\u7236\u7c7b":44,"\u521d\u59cb\u5316biases_":44,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":41,"\u5220\u9664":43,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":25,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":31,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":64,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":31,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":66,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":68,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":41,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":64,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":54,"\u5229\u843d":39,"\u5230":[25,31,42],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":48,"\u5230\u672c\u5730":43,"\u5230\u6b64":34,"\u5230\u76ee\u524d\u4e3a\u6b62":67,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":56,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":34,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":34,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":56,"\u5237\u7259":39,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":56,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":69,"\u524d\u53f0":39,"\u524d\u5411\u4f20\u64ad":44,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":44,"\u524d\u5411\u548c\u540e\u5411":44,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":43,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":30,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":44,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":64,"\u52a0\u5165":47,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":42,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":42,"\u52a0\u8f7d\u6570\u636e":67,"\u52a0\u8f7d\u6a21\u578b":67,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":69,"\u52a0\u8f7dtest":50,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":31,"\u52a8\u4f5c\u7247":65,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":65,"\u52a8\u8bcd":67,"\u52a9\u624b":44,"\u5305\u542b12":68,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":60,"\u5305\u542b3\u4e2a\u5c5e\u6027":60,"\u5305\u542b50":68,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":34,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":31,"\u5305\u62ec":[26,50,64,67,69],"\u5305\u62ec\u4e86\u56fe\u50cf\u7684\u5377\u79ef":53,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":65,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":31,"\u5305\u62ec\u5b66\u4e60\u7387":53,"\u5305\u62ec\u6570\u636e\u8f93\u5165":32,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":25,"\u5305\u62ec\u751f\u6210cpu":33,"\u5305\u62ec\u7b80\u5355\u7684":64,"\u5305\u62ecbool":52,"\u5305\u62ecdocker\u955c\u50cf":35,"\u5305\u62eclinux":34,"\u5305\u662f\u6700\u65b0\u7684":31,"\u5305\u6bd4\u8f83\u8001":31,"\u5305\u7684\u65b9\u6cd5\u662f":31,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":39,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":39,"\u533b\u751f":65,"\u533b\u7597\u4fdd\u5065":65,"\u5341\u4e00":39,"\u5347\u5e8f\u6392\u5217":69,"\u534e\u6da6\u4e07\u5bb6":39,"\u534f\u540c\u5b8c\u6210releas":30,"\u5355\u4f4d\u662fmb":50,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":31,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":49,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":39,"\u5355\u53cc\u5c42rnn":40,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":32,"\u5355\u5c42":41,"\u5355\u5c42\u4e0d\u7b49\u957frnn":39,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":39,"\u5355\u5c42\u5e8f\u5217":38,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":38,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":38,"\u5355\u5c42\u6216\u53cc\u5c42":38,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u5355\u5c42rnn":[39,41],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":39,"\u5355\u673a\u6a21\u5f0f\u7528\u547d\u4ee4":53,"\u5355\u673a\u8bad\u7ec3\u901a\u5e38\u53ea\u5305\u62ec\u4e00\u4e2atrainer\u8fdb\u7a0b":53,"\u5355\u673acpu\u8bad\u7ec3":31,"\u5355\u673agpu\u8bad\u7ec3":31,"\u5355\u6b65\u51fd\u6570":42,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":42,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":42,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":42,"\u5355\u70b9\u6545\u969c":25,"\u5355\u8fdb\u5355\u51fa":41,"\u5360\u4f4d\u7b26":60,"\u536b\u751f":39,"\u5373":[28,31,32,45,56,64,68],"\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":39,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":39,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":39,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":39,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":39,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":39,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":39,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":50,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":31,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":41,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":42,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":68,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":41,"\u5373\u53ef":32,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":31,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":45,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":39,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":31,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":3,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":64,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":39,"\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":39,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":32,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":41,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":38,"\u5373\u6574\u6570\u6570\u7ec4":39,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":39,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":39,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":68,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":68,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":39,"\u5373\u7f51\u5361\u540d":56,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":31,"\u5373\u8bbe\u7f6e":31,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":31,"\u5373input":41,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":39,"\u5377\u79ef\u5c42":61,"\u5377\u79ef\u5c42\u6743\u91cd":62,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":61,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":61,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":64,"\u5378\u8f7dpaddlepaddle\u5305":31,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":39,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":31,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":36,"\u53bb\u8fc7":39,"\u53c2\u6570":[3,7,8,9,10,11,12,15,16,17,18,19,20,22,27,44,49,56,60,62,68],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":31,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":67,"\u53c2\u6570\u5373\u53ef":68,"\u53c2\u6570\u540d":62,"\u53c2\u6570\u6570\u91cf":64,"\u53c2\u6570\u670d\u52a1\u5668":49,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":50,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":50,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":50,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":31,"\u53c2\u6570\u6982\u8ff0":51,"\u53c2\u6570\u7684\u89e3\u6790":56,"\u53c2\u6570\u7ef4\u5ea6":60,"\u53c2\u6570\u884c":60,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":39,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":42,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":43,"\u53c2\u8003":[27,54],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":47,"\u53c2\u8003\u6587\u732e":69,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":39,"\u53c2\u8003\u955c\u50cf\u7684":56,"\u53c8":39,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":38,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":31,"\u53ca":44,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":42,"\u53cc\u5c42":41,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":39,"\u53cc\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":39,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":38,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":41,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":38,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":38,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":39,"\u53cc\u5c42rnn":41,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":39,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":39,"\u53cc\u7f13\u51b2":53,"\u53cc\u8fdb\u5355\u51fa":41,"\u53cc\u8fdb\u53cc\u51fa":41,"\u53cd\u4e4b\u5219":67,"\u53cd\u5411\u4f20\u64ad":44,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u53d1\u5e03":34,"\u53d1\u5e03\u5230dockerhub":30,"\u53d1\u5e03\u5230github":30,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":31,"\u53d1\u884c\u548c\u7ef4\u62a4":43,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":50,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":33,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":33,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":33,"\u53d8\u6362\u77e9\u9635":44,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":39,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":65,"\u53e5\u5b50":68,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":67,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":64,"\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":68,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":34,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":47,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":34,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":31,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":34,"\u53e6\u4e00\u65b9\u9762":68,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":52,"\u53e6\u5916":[39,53],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":62,"\u53e6\u5916\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u5982\u679c\u592a\u5927\u7684\u8bdd":53,"\u53ea\u4f5c\u4e3aread":41,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":50,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":65,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":33,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":25,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":62,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":39,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":64,"\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":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":39,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":60,"\u53ea\u6709\u542b\u6709\u4eba":65,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":50,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":41,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":52,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":39,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":31,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":34,"\u53ea\u8bfbmemory\u8f93\u5165":41,"\u53ea\u9488\u5bf9\u5185\u5b58":31,"\u53ea\u9700\u4e2d\u65ad":48,"\u53ea\u9700\u4f7f\u7528":48,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":68,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":69,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":48,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":42,"\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":25,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":69,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":66,"\u53ea\u9700\u8981\u8fd0\u884c":66,"\u53ef\u4ee5":[39,43,48],"\u53ef\u4ee5\u4e0d\u4fee\u6539\u7a0b\u5e8f\u76f4\u63a5\u63d0\u4ea4\u96c6\u7fa4\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":34,"\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":31,"\u53ef\u4ee5\u4f7f\u7528":[31,53],"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":36,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":31,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":50,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":56,"\u53ef\u4ee5\u4f7f\u7528paddle\u5185\u7f6e\u7684reader\u5b8c\u6210\u5bf9glusterfs\u5b58\u50a8\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u7684\u8bfb\u53d6":26,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":25,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":31,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":55,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":61,"\u53ef\u4ee5\u53c2\u8003":[39,42,53,54,56,69],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":60,"\u53ef\u4ee5\u542f\u52a8":53,"\u53ef\u4ee5\u542f\u52a8\u4e00\u4e2atrainer\u8fdb\u7a0b":53,"\u53ef\u4ee5\u542f\u52a8\u5206\u5e03\u5f0f\u4f5c\u4e1a":53,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":47,"\u53ef\u4ee5\u5728":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":56,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":67,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":67,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":43,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":54,"\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":54,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":41,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":47,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":34,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":45,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u8bad\u7ec3\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":26,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":39,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":68,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[38,41],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":41,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":44,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":41,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":41,"\u53ef\u4ee5\u6709\u53ef\u5b66\u4e60\u7684\u53c2\u6570":53,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":50,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":25,"\u53ef\u4ee5\u67e5\u770b":56,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":55,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":52,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":61,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":54,"\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\u5982\u4e0b\u547d\u4ee4":43,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":47,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":38,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":47,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":30,"\u53ef\u4ee5\u7f16\u5199":34,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":31,"\u53ef\u4ee5\u8bbe\u7f6e":61,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":66,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":61,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":52,"\u53ef\u4ee5\u901a\u8fc7":54,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":42,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":25,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":64,"\u53ef\u4ee5\u901a\u8fc7volume\u6216persistentvolume\u6302\u8f7d\u5b58\u50a8\u7a7a\u95f4\u5230\u6bcf\u4e2a\u5bb9\u5668\u4e2d":26,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":52,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":64,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":56,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":25,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":31,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":31,"\u53ef\u80fd\u7684\u53c2\u6570\u662f":53,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":47,"\u53ef\u9009":[3,44],"\u53f3\u8fb9\u662f":62,"\u5403":39,"\u5403\u996d":39,"\u5404\u65b9\u9762":39,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":61,"\u5408":39,"\u5408\u5e76":69,"\u5408\u5e76\u6bcf\u4e2a":69,"\u5408\u7406":39,"\u540c\u65f6":[31,47],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":33,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":31,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":43,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":41,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":64,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":62,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":64,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":47,"\u540c\u65f6\u518d\u5c06":30,"\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":31,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":31,"\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":30,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":35,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":52,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":31,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":50,"\u540c\u6837\u529f\u80fd\u7684":53,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":41,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":50,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":64,"\u540e":[31,33,43,56,68],"\u540e\u5411\u4f20\u64ad":44,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":44,"\u540e\u7eed\u7684\u5b9e\u73b0\u8003\u8651hdf":26,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":68,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":25,"\u5411\u91cfenable_parallel_vector":49,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":30,"\u5426":33,"\u5426\u5219":[2,48,66],"\u5426\u5219\u4f1a\u628a":43,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":69,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":50,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":50,"\u5426\u5219\u4f7f\u7528gpu":52,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":42,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":48,"\u5426\u5b9a":67,"\u542b\u4e49":[62,68],"\u542b\u53ef\u5b66\u4e60\u53c2\u6570":53,"\u542b\u6709":65,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":44,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":25,"\u542f\u52a8\u4e00\u4e2apserver\u8fdb\u7a0b":53,"\u542f\u52a8\u4e4b\u540e":53,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":56,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":50,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":50,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":50,"\u5440":39,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":66,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":66,"\u5468\u56f4":39,"\u547d\u4ee4":48,"\u547d\u4ee4\u4e3a":55,"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":55,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":33,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":64,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":64,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":33,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":48,"\u547d\u540d\u4e3a":43,"\u547d\u540d\u7a7a\u95f4":54,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":54,"\u548c":[27,28,30,31,32,33,39,42,43,44,45,47,48,52,53,54,60,61,64,66,69],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":39,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u548c\u4e2d\u6587\u6587\u6863":45,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":31,"\u548c\u504f\u7f6e\u5411\u91cf":44,"\u548c\u533a\u57df\u6807\u8bb0":67,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":38,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":54,"\u548c\u5dee\u8bc4":64,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":38,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":42,"\u548c\u68af\u5ea6\u622a\u65ad":64,"\u548c\u6a21\u578b\u8def\u5f84":68,"\u548c\u6c60\u5316":53,"\u548c\u771f\u5b9e":32,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":39,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":26,"\u548c\u7b2c6\u884c\u7684":69,"\u548c\u90e8\u5206layer":41,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":69,"\u548cargument":67,"\u548cavgpool":38,"\u548ccudnn":36,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":62,"\u54c1\u8d28":39,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":25,"\u54ea\u4e9b\u4e0d\u662f":39,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":42,"\u5546\u52a1":39,"\u554a":39,"\u559c\u5267\u7247":65,"\u5668":64,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":3,"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":32,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":44,"\u56e0\u4e3a\u5176\u4e3a\u8d1f\u8d23\u63d0\u4f9bgradient":53,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":67,"\u56e0\u4e3a\u53c2\u6570":52,"\u56e0\u4e3a\u589e\u52a0\u8fd9\u4e2a\u503c":53,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":42,"\u56e0\u4e3a\u5b83\u6bd4":42,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":56,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":54,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":61,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":25,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":34,"\u56e0\u4e3apaddlepaddle\u7684v2":45,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":31,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,39,41,44,53],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":39,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":60,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":65,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":61,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":39,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":44,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":49,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":62,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":31,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":68,"\u56fe":[62,68],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":68,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":68,"\u56fe\u4e2d\u6bcf\u4e2a\u7070\u8272\u65b9\u5757\u662f\u4e00\u53f0\u673a\u5668":53,"\u56fe\u50cf\u5206\u7c7b":[30,63],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":62,"\u56fe\u50cf\u63cf\u8ff0":69,"\u56fe\u7247\u5206\u4e3a10\u7c7b":61,"\u56fe\u7684\u5e95\u90e8\u662fword":68,"\u56fe\u8868":[34,68],"\u5728":[3,28,30,36,38,39,42,43,48,53,62,64,65,67],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":25,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":55,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":44,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":67,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":50,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":26,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":39,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":55,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":64,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":61,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":54,"\u5728\u4e0d\u540c\u7684\u5e94\u7528\u91cc":53,"\u5728\u4e4b\u540e\u7684":31,"\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":69,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":68,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":44,"\u5728\u51c6\u5907\u53d1\u8d77":43,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":25,"\u5728\u51fd\u6570":56,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":50,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":50,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":39,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":50,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":50,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":39,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":31,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":39,"\u5728\u5404\u4e2a\u673a\u5668\u4e0a\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":53,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":54,"\u5728\u542f\u52a8job\u4e4b\u524d":56,"\u5728\u56fd\u5185":34,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":50,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":56,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":56,"\u5728\u5c42\u4e2d\u6307\u5b9a":52,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":41,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":61,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":25,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":44,"\u5728\u5f97\u5230":56,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":25,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":25,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":42,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":68,"\u5728\u63d0\u4ea4":43,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":64,"\u5728\u6587\u4ef6":66,"\u5728\u6587\u4ef6\u7684\u5f00\u59cb":53,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":68,"\u5728\u672c\u4f8b\u4e2d":[39,43,52],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[42,61],"\u5728\u672c\u6587\u4e2d":48,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":48,"\u5728\u672c\u6f14\u793a\u4e2d":68,"\u5728\u672c\u793a\u4f8b\u4e2d":[39,68],"\u5728\u672c\u8282\u4e2d":42,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":50,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":48,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":64,"\u5728\u6b64":[0,49,52],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":64,"\u5728\u6b64\u611f\u8c22":60,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":42,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":39,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":42,"\u5728\u6bcf\u4e2a\u673a\u5668\u4e2d":53,"\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":56,"\u5728\u6bcf\u8bad\u7ec3":66,"\u5728\u6d4b\u8bd5\u9636\u6bb5":50,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":62,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":43,"\u5728\u6f14\u793a\u4e2d":67,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":54,"\u5728\u751f\u6210\u65f6":42,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":69,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":69,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":66,"\u5728\u7535\u5f71\u6587\u4ef6movi":66,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":69,"\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":61,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":26,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":45,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":44,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":69,"\u5728\u811a\u672c":66,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":38,"\u5728\u8bad\u7ec3\u4e2d":42,"\u5728\u8bad\u7ec3\u4e4b\u524d":56,"\u5728\u8bad\u7ec3\u4e86":66,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":66,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":61,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":60,"\u5728\u8bad\u7ec3\u65f6":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[56,69],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":50,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":30,"\u5728\u8be5\u914d\u7f6e\u76847":39,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":69,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":64,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":47,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":41,"\u5728\u8fd0\u884c":68,"\u5728\u8fd9\u4e2a":30,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":69,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[32,68],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[44,55],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":39,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":47,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":42,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":67,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":30,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":66,"\u5728\u8fd9\u4e9blayer\u4e2d":39,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":68,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[42,44],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":41,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":55,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":56,"\u5728\u8fd9\u91cc":41,"\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":44,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":62,"\u5728\u91c7\u7528sgd":31,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":52,"\u5728\u96c6\u7fa4\u8bad\u7ec3\u65f6\u9700\u8981\u4f7f\u7528\u8fd9\u4e2areader\u6307\u5b9a\u8981\u4f7f\u7528\u7684\u6570\u636e\u96c6\u5f00\u59cb\u8bad\u7ec3":26,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":68,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":68,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":54,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":61,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728glusterfs\u5b58\u50a8\u7cfb\u7edf\u4e2d\u7684\u516c\u5f00\u76ee\u5f55":26,"\u5728kubernetes\u4e0a\u8fd0\u884c\u7684\u4e0d\u540c\u7684\u8ba1\u7b97\u6846\u67b6":26,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":54,"\u5728linux\u4e0b":69,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":66,"\u5728movielen":66,"\u5728paddl":56,"\u5728paddle\u4e2d":52,"\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":26,"\u5728paddlepaddle\u4e2d":41,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":39,"\u5728paddlepaddle\u91cc":32,"\u5728paramet":25,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":41,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":41,"\u5728trainer":52,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":39,"\u5730\u7406\u4f4d\u7f6e":39,"\u5730\u94c1\u7ad9":39,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":62,"\u5747\u5300\u5206\u5e03":31,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":50,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":39,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":39,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":41,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":66,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,64],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":46,"\u57fa\u672c\u76f8\u540c":60,"\u586b\u5199":43,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":55,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":52,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":44,"\u58f0\u660epython\u6570\u636e\u6e90":66,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":47,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":64,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":41,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":66,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":61,"\u5904\u7406batch":53,"\u5907\u6ce8":47,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":47,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":39,"\u5916\u5c42outer_step\u4e2d":39,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":64,"\u591a\u4e2aparamet":25,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":41,"\u591a\u673a\u8bad\u7ec3":31,"\u591a\u673a\u8bad\u7ec3\u7684\u7ecf\u5178\u62d3\u6251\u7ed3\u6784\u5982\u4e0b":53,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":41,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":68,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":44,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":44,"\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":67,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":44,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":65,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":34,"\u5927\u5c0f":48,"\u5929":39,"\u5929\u4e00\u5e7f\u573a":39,"\u5929\u4e00\u9601":39,"\u5929\u732b":68,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":44,"\u5934\u6587\u4ef6\u5982\u4e0b":44,"\u5947\u5e7b\u7247":65,"\u597d":39,"\u597d\u5403":39,"\u597d\u8bc4":64,"\u5982":[3,42,43,48,52,53],"\u59822":48,"\u5982\u4e0b":[3,66,68],"\u5982\u4e0b\u56fe\u6240\u793a":[39,47,61],"\u5982\u4e0b\u6240\u793a":[52,62,66],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":64,"\u5982\u4f55":66,"\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":46,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":46,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":64,"\u5982\u4fe1\u606f\u63d0\u53d6":67,"\u5982\u56fe2\u6240\u793a":68,"\u5982\u56fe\u4e2dtrainer":25,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":68,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":69,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":44,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":25,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":62,"\u5982\u679c\u4e0d\u4e3a0":50,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":64,"\u5982\u679c\u4e0d\u6536\u655b":31,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":66,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":50,"\u5982\u679c\u4e3afals":50,"\u5982\u679c\u4e3atrue":[3,50],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":33,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":50,"\u5982\u679c\u4f20\u5165\u4e00\u4e2alist\u7684\u8bdd":53,"\u5982\u679c\u4f20\u5165\u5b57\u7b26\u4e32\u7684\u8bdd":53,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":68,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":42,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":68,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":52,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":50,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":69,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":68,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":42,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":61,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":44,"\u5982\u679c\u4f7f\u7528":[48,60],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":36,"\u5982\u679c\u4f7f\u7528nvidia":34,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":54,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":31,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":31,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":60,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":50,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":50,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":50,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":31,"\u5982\u679c\u5931\u8d25":30,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":25,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":67,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":31,"\u5982\u679c\u5df2\u5b89\u88c5":67,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":56,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":25,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":33,"\u5982\u679c\u60a8":34,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":34,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":66,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":47,"\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":47,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":47,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":39,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":47,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":47,"\u5982\u679c\u6267\u884c\u5931\u8d25":54,"\u5982\u679c\u6267\u884c\u6210\u529f":62,"\u5982\u679c\u63d0\u793a\u6b63\u786e":45,"\u5982\u679c\u63d0\u793a\u9519\u8bef":45,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u636e\u89c4\u6a21\u6bd4\u8f83\u5927":53,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":68,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":54,"\u5982\u679c\u662f\u5e8f\u5217":66,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":41,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":41,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":43,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":30,"\u5982\u679c\u672a\u8bbe\u7f6e":50,"\u5982\u679c\u672a\u8bbe\u7f6egpu":52,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":47,"\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":50,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":41,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":69,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":50,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":25,"\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":60,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":31,"\u5982\u679c\u7528\u6237\u7684\u8bad\u7ec3\u6570\u636e\u6e90\u6765\u81ea\u4e8e\u5176\u4ed6\u670d\u52a1":26,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":47,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":48,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":31,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":44,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":42,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":68,"\u5982\u679c\u8981\u4f7f\u7528gpu":34,"\u5982\u679c\u8981\u542f\u7528gpu":48,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":43,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":31,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":66,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":31,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":50,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679c\u8f93\u51fa\u662fno":34,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[62,68],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":48,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":34,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":44,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":44,"\u5982\u679clearning_rate\u592a\u5927":31,"\u5982\u679clearning_rate\u592a\u5c0f":31,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":31,"\u5982\u679cparamet":25,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":43,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":31,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":43,"\u5982\u9ad8\u4eae\u90e8\u5206":47,"\u5b50":39,"\u5b50\u53e5":41,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":41,"\u5b57\u5178":69,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":69,"\u5b57\u5178\u5171\u5305\u542b":60,"\u5b57\u5178\u6587\u4ef6":[67,68],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":60,"\u5b57\u5178imdb":68,"\u5b57\u6bb5\u4e2d":56,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":56,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":56,"\u5b58\u50a8":26,"\u5b58\u50a8\u5377":54,"\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":68,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":69,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":66,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":68,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":32,"\u5b66\u672f":65,"\u5b81\u6ce2":39,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":68,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":32,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":42,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":48,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":42,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":62,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":44,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":44,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":36,"\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":69,"\u5b83\u53eb\u505a":42,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":68,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":48,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":43,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":47,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":69,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":44,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":69,"\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":48,"\u5b83\u5b9a\u4e49\u4e86":42,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":32,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":42,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":48,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":69,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":62,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":69,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":44,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":39,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":39,"\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":48,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":69,"\u5b83\u7684":42,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":68,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":38,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":68,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":44,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":68,"\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":68,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":32,"\u5b83\u8fd4\u56degen":69,"\u5b83\u8fd4\u56detrain":69,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":68,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":44,"\u5b89\u6392":39,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":37,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":36,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":45,"\u5b89\u88c5\u5b8c\u6210\u540e":36,"\u5b89\u88c5\u6d41\u7a0b":[37,64],"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":64,"\u5b89\u88c5pillow":61,"\u5b89\u9759":39,"\u5b8c\u6210":[43,53],"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":41,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":56,"\u5b8c\u6210\u5f00\u53d1":34,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":26,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":38,"\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u8bfb\u53d6":26,"\u5b8c\u6574\u6559\u7a0b":59,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":31,"\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":44,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":42,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":42,"\u5b98\u65b9\u6587\u6863":33,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":41,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":41,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":67,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":61,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":32,"\u5b9a\u4e49\u5728\u5916\u5c42":41,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":50,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":32,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":42,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":42,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":68,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u5927\u5c0f":53,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":32,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":42,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":42,"\u5b9e\u4f8b\u5982\u4e0b":67,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":39,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":44,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":42,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":44,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":44,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":44,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":44,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":44,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":41,"\u5b9e\u73b0\u8be5\u5c42\u7684c":44,"\u5b9e\u9645\u4e0a\u53ea\u6709":62,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":65,"\u5ba2\u6237":39,"\u5ba2\u6237\u670d\u52a1":65,"\u5bb6":39,"\u5bb9\u5668":54,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":54,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":56,"\u5bbf\u4e3b\u673a\u76ee\u5f55":54,"\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":47,"\u5bf9":39,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":3,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":3,"\u5bf9\u4e8e":42,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":39,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":39,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":39,"\u5bf9\u4e8e\u53cc\u5c42rnn":39,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":39,"\u5bf9\u4e8e\u56fe\u50cf\u7c7b\u6570\u636e":26,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":44,"\u5bf9\u4e8e\u6587\u672c\u7c7b\u8bad\u7ec3\u6570\u636e\u6837\u4f8b\u5982\u4e0b":26,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":69,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":39,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":39,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":66,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7b80\u5355\u7684\u591a\u673a\u534f\u540c\u8bad\u7ec3\u4f7f\u7528\u4e0a\u8ff0\u65b9\u5f0f\u5373\u53ef":53,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":64,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":42,"\u5bf9\u4e8eamazon":64,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":44,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":61,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":41,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":41,"\u5bf9\u5e94\u4e8e\u5b57\u5178":60,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6027\u80fd\u5c24\u5176\u662f\u5185\u5b58\u5360\u7528\u6709\u4e00\u5b9a\u7684\u5f00\u9500":53,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":69,"\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":64,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":68,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":69,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":44,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":44,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":44,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":64,"\u5bf9\u8c61":[31,53],"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":66,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":41,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":30,"\u5bf9\u9762":39,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":3,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":31,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":31,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":31,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":31,"\u5c01\u88c5\u4e86":47,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":44,"\u5c06":[3,30,31,47,53,64],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":25,"\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":42,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":66,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":50,"\u5c06\u5176\u8bbe\u7f6e\u6210":31,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":39,"\u5c06\u542b\u6709\u5b50\u53e5":41,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":61,"\u5c06\u5728":61,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":48,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":54,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":39,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":50,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":31,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":42,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":60,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":61,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":30,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":44,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":66,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":43,"\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":56,"\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":69,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":56,"\u5c06\u7528\u6237\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u7684\u6570\u636e\u7c7b\u578b":53,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":56,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":60,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":56,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":64,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":48,"\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":39,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":43,"\u5c06\u900f\u660e":48,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":56,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":30,"\u5c11\u4e8e5":48,"\u5c1a\u53ef":39,"\u5c31":39,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":34,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":54,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":31,"\u5c31\u662f":39,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":32,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":47,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":64,"\u5c31\u8fd9\u4e48\u7b80\u5355":34,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":47,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":34,"\u5c3a\u5bf8":62,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":61,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":67,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":44,"\u5c42\u6743\u91cd":62,"\u5c42\u6b21\u5316\u7684rnn":41,"\u5c42\u7279\u5f81":62,"\u5c42\u7684\u540d\u79f0\u4e0e":42,"\u5c42\u7684\u5927\u5c0f":44,"\u5c42\u7684\u7279\u5f81":62,"\u5c42\u7684\u7c7b\u578b":44,"\u5c42\u7684\u8f93\u5165":67,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":67,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":42,"\u5c42\u7ec4\u6210\u4e00\u5bf9":67,"\u5c45\u7136":39,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":69,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":64,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":66,"\u5c5e\u6027":67,"\u5d4c\u5165\u5c42":66,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":66,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":66,"\u5de5\u4f5c\u6a21\u5f0f":50,"\u5de5\u4f5c\u7a7a\u95f4":48,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":48,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":48,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":48,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":48,"\u5de5\u5177":68,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":68,"\u5de5\u5177\u6765\u7ba1\u7406":43,"\u5de5\u7a0b\u5e08":65,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":62,"\u5de6\u8fb9\u662f":62,"\u5dee\u8bc4":64,"\u5df2\u6253\u5f00":43,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":50,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":48,"\u5e02\u573a":65,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":47,"\u5e0c\u671b\u52a0\u901f\u8bad\u7ec3":53,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":66,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":41,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":41,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":38,"\u5e38\u5e38\u51fa\u73b0":31,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":64,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":54,"\u5e72\u51c0":39,"\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":60,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":25,"\u5e73\u5747\u6545\u969c\u7387":25,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":61,"\u5e74\u9f84":65,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":65,"\u5e74\u9f84\u548c\u804c\u4e1a":66,"\u5e76\u4e0d\u4fdd\u8bc1":44,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":39,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":56,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":39,"\u5e76\u4e14":[3,42],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":39,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":69,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":52,"\u5e76\u4e14\u5305\u62ecunit":43,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":62,"\u5e76\u4e14\u53ef\u4ee5\u88ab\u63d0\u4ea4\u7684job\u76f4\u63a5\u4f7f\u7528":26,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":31,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":32,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":56,"\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":27,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":64,"\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":62,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":66,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":69,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":31,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":68,"\u5e76\u4e14\u7cfb\u7edf\u6bcf\u4e00\u8f6e\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f1a\u91cd\u7f6edataprovid":53,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":43,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":43,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":69,"\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":48,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":44,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":31,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":67,"\u5e76\u4f7f\u7528\u4e86dropout":64,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":61,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":43,"\u5e76\u5220\u9664":30,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":25,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":25,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":44,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":42,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":34,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":44,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":26,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":44,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":42,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":69,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":69,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":32,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":69,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":68,"\u5e76\u627e\u5230\u5bf9\u5e94\u7684\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":26,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":25,"\u5e76\u6307\u5b9a\u4e0a\u4f20\u6570\u636e\u7684":26,"\u5e76\u6307\u5b9a\u7aef\u53e3\u53f7":53,"\u5e76\u6307\u5b9abatch":69,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":68,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":67,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":61,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":60,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":67,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":26,"\u5e76\u89c2\u5bdf\u7ed3\u679c":47,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":43,"\u5e76\u8bbe\u7f6e":[36,48],"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":30,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":64,"\u5e8a\u4e0a\u7528\u54c1":39,"\u5e8a\u57ab":39,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":38,"\u5e8f\u5217\u5230\u5e8f\u5217":69,"\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":41,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":38,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":41,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":41,"\u5e8f\u5217\u7684\u5f00\u59cb":69,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":38,"\u5e8f\u5217\u7684\u7ed3\u5c3e":69,"\u5e8f\u5217\u7684\u7ed3\u675f":69,"\u5e93":48,"\u5e93\u7684\u8def\u5f84":48,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":42,"\u5e94\u7528\u6a21\u578b":64,"\u5e94\u8be5":39,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":42,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":31,"\u5e95\u5c42\u8fdb\u7a0b":48,"\u5efa\u7acb\u4e00\u4e2a":43,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":30,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":48,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":50,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":43,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":34,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":30,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":45,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":30,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":30,"\u5f00\u53d1\u955c\u50cf":[34,43],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":34,"\u5f00\u59cb":32,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":25,"\u5f00\u59cb\u6807\u8bb0":42,"\u5f00\u59cb\u8bad\u7ec3\u4efb\u52a1":26,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":64,"\u5f00\u59cb\u9636\u6bb5":47,"\u5f02\u6b65\u8bfb\u53d6\u7b49\u95ee\u9898":53,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":49,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":68,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":20,"\u5f15\u5bfc\u5c42":42,"\u5f15\u7528":48,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":41,"\u5f3a\u70c8\u63a8\u8350":39,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":66,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":42,"\u5f53":52,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":68,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":44,"\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":69,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":69,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":42,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":44,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":39,"\u5f53\u524d\u8bc4\u4f30\u4e2d":69,"\u5f53\u524dbatch\u7684cost":69,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":64,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":64,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":30,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":50,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":50,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":54,"\u5f53\u6240\u6709\u6570\u636e\u8bfb\u53d6\u5b8c\u4e00\u8f6e\u540e":53,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":56,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":50,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":64,"\u5f53\u6a21\u5f0f\u4e3a":50,"\u5f53\u7136":47,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":44,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":42,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":50,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":52,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":69,"\u5f53classif":69,"\u5f62\u6210recurr":41,"\u5f62\u6210recurrent\u8fde\u63a5":41,"\u5f62\u72b6":62,"\u5f88":[39,64],"\u5f88\u591a":39,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":34,"\u5f88\u5b89\u9759":39,"\u5f88\u5bb9\u6613\u5bfc\u81f4\u67d0\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u6ca1\u6709\u5206\u914d\u5230\u4efb\u4f55\u53c2\u6570":53,"\u5f88\u5e72\u51c0":39,"\u5f88\u65b9\u4fbf":39,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":47,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":61,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":65,"\u5f97":39,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":64,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":66,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":41,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":42,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":42,"\u5faa\u73af\u7f51\u7edc\u4ece":42,"\u5fc5\u8981":28,"\u5fc5\u987b":44,"\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":39,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":41,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":42,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":68,"\u5feb":[39,68],"\u5feb\u901f\u5165\u95e8":63,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":54,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":54,"\u6027\u4ef7\u6bd4":39,"\u6027\u522b":[65,66],"\u6027\u80fd\u5206\u6790":47,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":47,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":47,"\u6027\u80fd\u8c03\u4f18":49,"\u603b\u4f53\u6765\u8bf4":39,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":60,"\u603b\u8bc4\u520610\u5206":68,"\u6050\u6016\u7247":65,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":47,"\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":47,"\u60a8\u53ef\u4ee5\u5bfc\u5165":47,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":47,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":42,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":47,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":47,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":47,"\u60a8\u9700\u8981\u66f4\u6539":34,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":47,"\u60ac\u7591\u7247":65,"\u60c5\u6001\u52a8\u8bcd":67,"\u60c5\u611f\u5206\u6790":[30,63],"\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":68,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":68,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":68,"\u60ca\u9669\u7535\u5f71":65,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":68,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":42,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":50,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":50,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":50,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":50,"\u611f\u89c9":39,"\u620f\u5267":65,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":56,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":44,"\u6211\u4eec\u4e3a\u7528\u6237\u5b9a\u4ee5python\u63a5\u53e3\u6765\u914d\u7f6e\u7f51\u7edc":53,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":47,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":66,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":44,"\u6211\u4eec\u4ec5\u7528":66,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":55,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":56,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":64,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":69,"\u6211\u4eec\u4f1a\u5728":34,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":44,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":44,"\u6211\u4eec\u4f7f\u7528":[44,48,68],"\u6211\u4eec\u4f7f\u7528\u4e86":39,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":69,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":68,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":69,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":67,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":69,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":62,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":52,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":32,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":32,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":61,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":68,"\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":68,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":55,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":39,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":64,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":43,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":61,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":42,"\u6211\u4eec\u53ef\u4ee5\u5728":43,"\u6211\u4eec\u53ef\u4ee5\u5c06":48,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":38,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":66,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":32,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":68,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":41,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":69,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":61,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":56,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":69,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":42,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":69,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":69,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":64,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":42,"\u6211\u4eec\u5c06":[56,66],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":39,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":55,"\u6211\u4eec\u5c06\u4ee5":[48,64],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":64,"\u6211\u4eec\u5c06\u4f7f\u7528":42,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":42,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":61,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":39,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":64,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":49,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":64,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":48,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":66,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":48,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":61,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":64,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":64,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":43,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":32,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\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":32,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":61,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":44,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":44,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":64,"\u6211\u4eec\u611f\u8c22":69,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":33,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":35,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":45,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":34,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":68,"\u6211\u4eec\u63d0\u4f9b\u4e86c":62,"\u6211\u4eec\u63d0\u4f9b\u4e86python\u5904\u7406\u6570\u636e\u7684\u63a5\u53e3":53,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":34,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":39,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":42,"\u6211\u4eec\u7528":65,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":66,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":66,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":32,"\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":60,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":43,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":67,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":39,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":39,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":68,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":43,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":38,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":55,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":42,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":39,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":48,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":56,"\u6211\u4eec\u9075\u5faa":69,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":67,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":64,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":34,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":69,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":55,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":48,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":44,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":66,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":68,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":66,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":60,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":66,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":68,"\u6211\u5220\u9664\u4e86":43,"\u6216":[3,47,53,61,67],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6216\u4e00\u4e2a\u5411\u91cf":41,"\u6216\u4e0d\u786e\u5b9a":65,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":66,"\u6216\u6700\u5927\u503c":38,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u79f0pserver":53,"\u6216\u7b2c\u4e00\u4e2a":38,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":38,"\u6216\u8005":[27,28,31,34,36,38,39,47,53],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[38,41],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":47,"\u6216\u8005\u53cd\u5411\u5730\u4ece":42,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":50,"\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":25,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":49,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":39,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":38,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":68,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":47,"\u6216\u8005\u66f4\u65e9":31,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":39,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":62,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":31,"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":31,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":52,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":34,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":50,"\u6216gpu\u4e2a\u6570":68,"\u6218\u4e89\u7247":65,"\u623f":39,"\u623f\u95f4":39,"\u6240\u4ee5":[3,31,53],"\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":68,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":31,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":32,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":55,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":25,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":39,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":34,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":54,"\u6240\u4ee5\u5bf9":39,"\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":32,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":47,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":55,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":56,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":39,"\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":32,"\u6240\u4ee5\u8bad\u7ec3":48,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":44,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":39,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":43,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":50,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":68,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":48,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":48,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":68,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":34,"\u6240\u6709\u7684":[43,44],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":65,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":44,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":39,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":65,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":44,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":44,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":44,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":48,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":42,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":64,"\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":62,"\u6240\u793a":67,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":65,"\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":39,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":34,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":47,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":66,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":33,"\u6253\u5f00":47,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":45,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[36,67,68],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":68,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":42,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":47,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":62,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":54,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":66,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":67,"\u6279\u6b21\u7684\u6570\u636e":66,"\u627e\u5230":42,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":47,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":47,"\u6280\u672f\u5458":65,"\u628a":44,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":68,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":34,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":55,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":68,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":42,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":42,"\u62a5\u9519":36,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":60,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":60,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":69,"\u62c6\u89e3":41,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":39,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":56,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":64,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":34,"\u6307\u5411\u4e00\u4e2alayer":41,"\u6307\u5b9a":[31,41,42,53],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":50,"\u6307\u5b9a\u4e86dataprovider\u7684\u6587\u4ef6\u540d\u548c\u8fd4\u56de\u6570\u636e\u7684\u51fd\u6570\u540d":53,"\u6307\u5b9a\u4ee5\u592a\u7f51\u7c7b\u578b\u4e3atcp\u7f51\u7edc":53,"\u6307\u5b9a\u4f7f\u75282":31,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":64,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":50,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":62,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":62,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":62,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":62,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":64,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":69,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":64,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":41,"\u6307\u5b9a\u7f51\u7edc\u63a5\u53e3\u540d\u5b57\u4e3aeth0":53,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":64,"\u6307\u5b9abatch":69,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":50,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":39,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":25,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":50,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":50,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":50,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":50,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":50,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":50,"\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":50,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":67,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":67,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":50,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":56,"\u6309\u94ae":43,"\u633a":39,"\u633a\u597d":39,"\u6355\u83b7":64,"\u635f\u5931\u51fd\u6570":53,"\u635f\u5931\u51fd\u6570\u5373\u4e3a\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":53,"\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u5668":53,"\u6362":39,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":38,"\u63a5\u4e0b\u6765":[64,68],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":47,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":43,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":43,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":64,"\u63a5\u4e0b\u6765\u7b49\u5f85":43,"\u63a5\u53d7":67,"\u63a5\u53d7\u7684\u4e1c\u897f":67,"\u63a5\u53d7\u8005":67,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":48,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":62,"\u63a5\u53e3\u6709\u4e00\u4e2a":31,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":64,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":62,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":62,"\u63a5\u53e3\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u53c2\u6570\u548c":53,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":34,"\u63a7\u5236":50,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":32,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":34,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":34,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":34,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":44,"\u63a8\u8350":39,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":33,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":48,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":43,"\u63a8\u9500\u5458":65,"\u63cf\u8ff0":33,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":64,"\u63cf\u8ff0\u95ee\u9898":43,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":54,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":45,"\u63d0\u4f9b":48,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":56,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":48,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":48,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":48,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":38,"\u63d0\u4f9b\u6700\u65b0":34,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":26,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":48,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":60,"\u63d0\u793a":31,"\u64cd\u4f5c":[39,53],"\u64cd\u6301\u5bb6\u52a1\u8005":65,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":36,"\u652f\u6301\u5355\u673a\u6a21\u5f0f\u548c\u591a\u673a\u6a21\u5f0f":53,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[40,41],"\u652f\u6301nvidia":36,"\u652f\u6301rbd":54,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":56,"\u653e\u5fc3":39,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u6548\u679c\u603b\u7ed3":64,"\u6559\u7a0b\u6587\u6863\u5230":48,"\u6559\u80b2\u5de5\u4f5c\u8005":65,"\u6570":[41,67],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":41,"\u6570\u636e":69,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":61,"\u6570\u636e\u4e2d0":31,"\u6570\u636e\u5217\u8868":62,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":60,"\u6570\u636e\u5c42":[32,66],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":48,"\u6570\u636e\u63d0\u4f9b\u5668":49,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":66,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":66,"\u6570\u636e\u7684\u6574\u6570id":42,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":48,"\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":27,"\u6570\u636e\u8bfb\u53d6\u7a0b\u5e8f\u5f80\u5f80\u5b9a\u4e49\u5728\u4e00\u4e2a\u5355\u72ecpython\u811a\u672c\u6587\u4ef6\u91cc":53,"\u6570\u636e\u8f93\u5165":41,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":65,"\u6570\u636e\u96c6\u63cf\u8ff0":66,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":69,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":26,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":64,"\u6570\u636e\u9884\u6d4b":67,"\u6570\u6910\u5b9a\u4e49":68,"\u6570\u6910\u8bf4\u660e\u6587\u6863":68,"\u6570\u6910\u96c6\u548c":68,"\u6570\u76ee":52,"\u6574\u4f53":39,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":39,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":56,"\u6574\u6570":44,"\u6574\u6570\u6807\u7b7e":3,"\u6574\u6d01":39,"\u6587\u4e66\u5de5\u4f5c":65,"\u6587\u4ef6":[27,43,55,67],"\u6587\u4ef6\u4e2d":[56,62,65,67],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":62,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":62,"\u6587\u4ef6\u4e2d\u7684":62,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":69,"\u6587\u4ef6\u4e3a":[31,69],"\u6587\u4ef6\u4e4b\u5916":43,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":62,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":66,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":25,"\u6587\u4ef6\u540d\u79f0\u4e3a":66,"\u6587\u4ef6\u59390":56,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":69,"\u6587\u4ef6\u5f00\u5934":53,"\u6587\u4ef6\u63cf\u8ff0\u4e86\u8bad\u7ec3\u6570\u636e\u7684\u6587\u4ef6\u548c\u5bf9\u5e94\u7684label":26,"\u6587\u4ef6\u6587\u4ef6\u4e2d\u6bcf\u4e00\u5217\u7684\u987a\u5e8f\u662f\u4e00\u81f4\u7684":26,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":66,"\u6587\u4ef6\u7684\u6539\u53d8":43,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":66,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":61,"\u6587\u4ef6\u7d22\u5f15":48,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":64,"\u6587\u4ef6model":52,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":34,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":64,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":64,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":64,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":66,"\u6587\u672c\u6295\u5f71\u5c42":66,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":68,"\u6587\u6863":[31,53],"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":34,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":67,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":45,"\u6587\u7ae0":56,"\u65b0":39,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":44,"\u65b0\u624b\u5165\u95e8":59,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":30,"\u65b9\u4fbf":39,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":33,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":34,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":30,"\u65b9\u5f0f1":31,"\u65b9\u5f0f2":31,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":67,"\u65b9\u6cd5\u4e00":52,"\u65b9\u6cd5\u4e09":52,"\u65b9\u6cd5\u4e8c":52,"\u65c1\u8fb9":39,"\u65c5\u6e38\u7f51\u7ad9":68,"\u65e0":39,"\u65e0\u4e1a\u4eba\u58eb":65,"\u65e0\u5ef6\u8fdf":50,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":68,"\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":69,"\u65e9\u9910":39,"\u65f6":[25,31,38,42,44,50,56],"\u65f6\u4f20\u5165":26,"\u65f6\u5019":39,"\u65f6\u52a0\u4e0a":68,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":64,"\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":69,"\u65f6\u88ab\u8bad\u7ec3\u7684":44,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":52,"\u65f6\u95f4":39,"\u65f6\u95f4\u6233":65,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":65,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":39,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":44,"\u662f":[33,39,53],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":44,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":47,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":47,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":67,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":38,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":47,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":52,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":32,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7ec4\u5408\u5c42":53,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":69,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":68,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":44,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":41,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":3,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":41,"\u662f\u4e00\u7ec4":54,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":55,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\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":67,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":32,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":31,"\u662f\u504f\u5dee":42,"\u662f\u5176\u5927\u5c0f":32,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":69,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":44,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":41,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":33,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":50,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":44,"\u662f\u5426\u4f7f\u7528gpu":66,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":69,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":33,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":50,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":33,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":33,"\u662f\u5426\u5f00\u542frdma":33,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":50,"\u662f\u5426\u652f\u6301gpu":33,"\u662f\u5426\u663e\u793a":50,"\u662f\u5426\u7a00\u758f":44,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":33,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":33,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":33,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":33,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":33,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":50,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u56e0\u4e3apaddle\u7684\u7f51\u7edc\u901a\u4fe1\u4e2d":53,"\u662f\u56e0\u4e3apaddlepaddle\u914d\u7f6e\u6587\u4ef6\u4e0ec":53,"\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":67,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":42,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":32,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":44,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":44,"\u662f\u5e8f\u5217":66,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":38,"\u662f\u6211\u4eec":43,"\u662f\u6307":28,"\u662f\u6307\u4e00\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6":53,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":39,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":39,"\u662f\u6570\u636e\u8f93\u5165":42,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":66,"\u662f\u6709\u610f\u4e49\u7684":39,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":42,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":32,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":67,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":69,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":69,"\u662f\u77e9\u9635":44,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":32,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":61,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":44,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":44,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":44,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":44,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":44,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":44,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":44,"\u662f\u8f93\u5165":42,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":62,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":47,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":41,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":54,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":47,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":41,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":64,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":54,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":44,"\u662frnn\u72b6\u6001":42,"\u663e":64,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":39,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":35,"\u6682\u4e0d\u8003\u8651\u5728\u5185":31,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":25,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":31,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":68,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":68,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":41,"\u66f4\u5feb":42,"\u66f4\u65b0":31,"\u66f4\u65b0\u6a21\u5f0f":31,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":31,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":64,"\u66f4\u8be6\u7ec6\u7684\u4f7f\u7528":53,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":64,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":64,"\u66f4\u8fdb\u4e00\u6b65":41,"\u66f4\u9ad8":42,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":41,"\u6700":39,"\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":69,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":56,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,43,44,48,64,68],"\u6700\u540e\u4e00\u4e2a":38,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":32,"\u6700\u540e\u5220\u9664":30,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":44,"\u6700\u597d\u7684\u6a21\u578b\u662f":68,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":50,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0\u7684\u4ee3\u7801":43,"\u6700\u65b0log":68,"\u6700\u7ec8":44,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":41,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":34,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":41,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":32,"\u6708\u6e56":39,"\u6709":39,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":54,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":69,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":66,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":44,"\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":44,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":31,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":65,"\u6709\u5173":39,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":42,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":56,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":68,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":48,"\u6709\u56db\u4e2a\u8bad\u7ec3\u8fdb\u7a0b":53,"\u6709\u65f6\u79f0\u4e3a":68,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\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":47,"\u670d\u52a1":39,"\u670d\u52a1\u5458":39,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":69,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":68,"\u672a\u77e5\u8bcd":60,"\u672c\u4f8b\u4e2d\u4e3a0":60,"\u672c\u4f8b\u4e2d\u4e3a32":60,"\u672c\u4f8b\u4e2d\u4e3a4":60,"\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":39,"\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":64,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":64,"\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":64,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":64,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":30,"\u672c\u5730\u6d4b\u8bd5":49,"\u672c\u5730\u8bad\u7ec3":49,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":52,"\u672c\u5b9e\u4f8b\u4e2d":60,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":64,"\u672c\u5c42\u5c3a\u5bf8":62,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":62,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":62,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":67,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":42,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":68,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":62,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":39,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":32,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":39,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":39,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":54,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":56,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":60,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":54,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6587\u9996\u5148\u4ecb\u7ecdtrainer\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4f7f\u7528\u6982\u5ff5":53,"\u672c\u6765":39,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":56,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":56,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":56,"\u672c\u6b21\u8bd5\u9a8c":64,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":39,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":39,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":68,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":69,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":69,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":69,"\u673a\u5668\u7684\u8bbe\u5907":52,"\u673a\u5668\u7ffb\u8bd1":[26,30,63],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":50,"\u6761\u4ef6\u4e0b":54,"\u6765":39,"\u6765\u4ee3\u66ff":43,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":25,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":44,"\u6765\u505ableu\u8bc4\u4f30":69,"\u6765\u505c\u6b62\u8bad\u7ec3":66,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":47,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":66,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":66,"\u6765\u521d\u59cb\u5316\u53c2\u6570":31,"\u6765\u5b89\u88c5":48,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":39,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":64,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":68,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":44,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":62,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u6ce8\u518c\u8be5\u5c42":44,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":52,"\u6765\u751f\u6210\u5e8f\u5217":69,"\u6765\u7684\u79d2\u6570":65,"\u6765\u786e\u4fdd\u628a":27,"\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":44,"\u6765\u8868\u793a":42,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":67,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":44,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":39,"\u6765\u8bbe\u7f6e":31,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":43,"\u6765\u8fd0\u884c":48,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":47,"\u6765\u8fd0\u884c\u955c\u50cf":34,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":31,"\u676f\u5b50":39,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":38,"\u6784\u9020":56,"\u6784\u9020paddl":5,"\u67b6\u6784\u5bf9\u591a\u4e2a\u8282\u70b9\u7684":53,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":68,"\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":39,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":49,"\u67e5\u770b":[43,64],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":36,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":43,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":43,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":43,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":55,"\u6807\u51c6\u5dee\u4e3a":31,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":30,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":67,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":61,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":61,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":68,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":68,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":34,"\u6807\u7b7e\u6587\u4ef6":67,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":67,"\u6807\u8bb0":53,"\u6807\u8bb0\u7f51\u7edc\u8f93\u51fa\u7684\u51fd\u6570\u4e3a":53,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":50,"\u6837\u4f8b\u5982\u4e0b":26,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":52,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":56,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":48,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":65,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":60,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":42,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":50,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":49,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":50,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":50,"\u6839\u636ecpu":34,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":55,"\u683c\u5f0f":50,"\u683c\u5f0f\u5982\u4e0b":64,"\u683c\u5f0f\u8bf4\u660e":60,"\u68af\u5ea6\u4f1a\u5c31\u5730":44,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":50,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":44,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":50,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":44,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":44,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":25,"\u68d2":64,"\u697c\u5c42":39,"\u6a21\u5757":61,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u5757\u63a5\u7ba1\u4e86shuffl":53,"\u6a21\u5757\u901a\u4fe1\u7684\u6700\u57fa\u7840\u534f\u8bae\u662fprotobuf":53,"\u6a21\u578b":67,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":31,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":68,"\u6a21\u578b\u5171\u5305\u542b1":60,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":67,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":25,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":61,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":64,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":67,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":69,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":25,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":48,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":69,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":42,"\u6a21\u578b\u68c0\u9a8c":37,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":42,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":42,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":60,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":42,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":66,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":64,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":32,"\u6a21\u578b\u8def\u5f84":[62,67],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":67,"\u6a21\u578b\u914d\u7f6e":[1,53],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":60,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":39,"\u6b22\u8fce\u901a\u8fc7":43,"\u6b63\u5219\u65b9\u6cd5\u7b49":53,"\u6b63\u6837\u672c":64,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":31,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":49,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":68,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":68,"\u6b64\u5904":60,"\u6b64\u5904\u90fd\u4e3a2":39,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":47,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":68,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":34,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":25,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":41,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":68,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":67,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":68,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":67,"\u6bcf\u4e00\u4e2a":30,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":64,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":39,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":39,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":66,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":48,"\u6bcf\u4e00\u4e2adata":26,"\u6bcf\u4e00\u4e2akey\u7531":66,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":39,"\u6bcf\u4e00\u884c\u5305\u542b\u4e86\u56fe\u7247\u6587\u4ef6\u7684\u8def\u5f84\u548c\u5176label":26,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":68,"\u6bcf\u4e2a":[42,48,67],"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u6bcf\u4e2a\u5355\u5c42rnn":41,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":69,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":39,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":42,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":42,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":39,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":61,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":69,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":69,"\u6bcf\u4e2a\u5c42\u5728\u5176":44,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":64,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":50,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":42,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":69,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":68,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":68,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":41,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":39,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":44,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":39,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":39,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":66,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":66,"\u6bcf\u4e2a\u72b6\u6001":41,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":61,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":61,"\u6bcf\u4e2a\u7ebf\u7a0b":50,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":50,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":69,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":50,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":68,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":68,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":44,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":44,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":69,"\u6bcf\u4e2alayer\u8fd4\u56de\u7684\u90fd\u662f\u4e00\u4e2a":53,"\u6bcf\u4e2aparamet":25,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":64,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":64,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":56,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":25,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":65,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":50,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":52,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":69,"\u6bcf\u5f53\u7cfb\u7edf\u9700\u8981\u65b0\u7684\u6570\u636e\u8bad\u7ec3\u65f6":53,"\u6bcf\u6279\u6b21":50,"\u6bcf\u6b21":34,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":43,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":68,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":69,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":64,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":60,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":62,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":60,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":44,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":69,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":50,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":50,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":50,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":50,"\u6bcf\u969410\u5206\u949f":25,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":64,"\u6bcfdot":50,"\u6bcflog":50,"\u6bcfsave":50,"\u6bcftest":50,"\u6bd4\u5982":[26,31,34,43,64],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":39,"\u6bd4\u5982\u4ece\u96c6\u7fa4\u4e2d\u7684kafka":26,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":43,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":25,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":26,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":31,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":54,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":43,"\u6bd4\u5982mnist":26,"\u6bd4\u8f83\u5bb9\u6613\u5728\u5927\u6a21\u578b\u4e0b\u6ea2\u51fa":53,"\u6c34\u6e29":39,"\u6c49\u5ead":39,"\u6c60\u5316\u5c42":61,"\u6ca1":39,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":36,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":60,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":65,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":66,"\u6cd5\u8bed":69,"\u6ce8":25,"\u6ce8\u610f":[3,33,34,42,44,45,56,61],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":56,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":52,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":68,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":56,"\u6ce8\u91ca\u6389":68,"\u6cf3\u6c60":39,"\u6d41":39,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":43,"\u6d44":39,"\u6d4b\u8bd5":43,"\u6d4b\u8bd5\u6570\u636e":48,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":48,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":48,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":69,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":48,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":48,"\u6d4b\u8bd5\u6570\u6910\u96c6":68,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":50,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":43,"\u6d4b\u8bd5\u6837\u672c":48,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":68,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":52,"\u6d4b\u8bd5\u811a\u672c\u662f":67,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":68,"\u6d4b\u8bd5docker\u955c\u50cf":30,"\u6d4b\u8bd5model_list":49,"\u6d4b\u8bd5save_dir":49,"\u6d4f\u89c8\u4ee3\u7801":34,"\u6d6a\u6f2b\u7247":65,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":60,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":44,"\u6dd8\u5b9d\u7b49":68,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":67,"\u6df7\u5408":67,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":42,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":56,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":31,"\u6e29\u99a8":39,"\u6e90":69,"\u6e90\u4ee3\u7801":[34,64],"\u6e90\u4ee3\u7801\u683c\u5f0f":43,"\u6e90\u5b57\u5178":69,"\u6e90\u5e8f\u5217":42,"\u6e90\u7801":34,"\u6e90\u7801\u4e0edemo":55,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":45,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":69,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":60,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":60,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":60,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":62,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":62,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":67,"\u6f14\u793a\u91c7\u7528":67,"\u6fc0\u6d3b":44,"\u6fc0\u6d3b\u51fd\u6570":53,"\u6fc0\u6d3b\u51fd\u6570\u4e3asoftmax":53,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":64,"\u6fc0\u6d3b\u65b9\u7a0b":44,"\u6fc0\u6d3b\u7684\u7c7b\u578b":44,"\u6fc0\u6d3b\u7c7b\u578b\u7b49":53,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":39,"\u7136\u540e":[47,48,60,66],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":32,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":41,"\u7136\u540e\u4ecb\u7ecdpserver\u8fdb\u7a0b\u4e2d\u6982\u5ff5":53,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":69,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":68,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":66,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":32,"\u7136\u540e\u52a0":53,"\u7136\u540e\u5355\u51fb":43,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":56,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":62,"\u7136\u540e\u5728":69,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":39,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":34,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":69,"\u7136\u540e\u5728\u8c03\u7528":26,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":31,"\u7136\u540e\u5728etcd\u7684":25,"\u7136\u540e\u5b9a\u4e49":42,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":56,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":66,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":66,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":69,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":67,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":66,"\u7136\u540e\u6240\u6709\u7528":43,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":62,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":55,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":43,"\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":68,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":69,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":66,"\u7136\u540e\u70b9\u51fb":43,"\u7136\u540e\u7528\u5bc6\u7801":34,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":66,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":56,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":44,"\u7136\u540e\u89e3\u538b":69,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":69,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":66,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":66,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":56,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":56,"\u7136\u800c":[42,50],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":68,"\u7248\u672c":36,"\u7248\u672c\u5206\u652f":30,"\u7248\u672c\u53f7":30,"\u7248\u672c\u53f7rc":30,"\u7248\u672c\u5728":43,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":30,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":31,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":67,"\u7279\u5f81":66,"\u7279\u5f81\u56fe\u5747\u503c":62,"\u7279\u5f81\u56fe\u65b9\u5dee":62,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":62,"\u7279\u5f81\u6587\u4ef6":67,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":66,"\u72af\u7f6a\u7247":65,"\u73af\u5883\u53d8\u91cf":[26,56],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":31,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":66,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":68,"\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e\u4e00\u4e2a\u5b8c\u6574\u7684lstm":53,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":47,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":26,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":26,"\u751f\u4ea7\u955c\u50cf":[34,43],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":34,"\u751f\u6210":56,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":45,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":42,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":69,"\u751f\u6210\u6570\u636e\u51fd\u6570\u63a5\u53e3":53,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":69,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":34,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":56,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":31,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":69,"\u751f\u6210\u7684html\u7248\u672c\u7684c":34,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":66,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":42,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":44,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":43,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":66,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":34,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":34,"\u7528":[65,66,67],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":64,"\u7528\u4e8e":48,"\u7528\u4e8e\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":26,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":68,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":44,"\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":52,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":42,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":50,"\u7528\u4e8e\u653e\u7f6e":48,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":60,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":42,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":50,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":68,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":42,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":61,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":48,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":48,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":42,"\u7528\u547d\u4ee4":53,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":39,"\u7528\u6237":48,"\u7528\u62371\u7684\u7279\u5f81":66,"\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":41,"\u7528\u6237\u53ea\u9700\u6267\u884c":67,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":67,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":34,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":34,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":45,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003":53,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":45,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":60,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":64,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":50,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":52,"\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":34,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":33,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":33,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":31,"\u7528\u6237\u5728\u4f7f\u7528v2":26,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":45,"\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":56,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":67,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":31,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":60,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":66,"\u7528\u6237\u7279\u5f81":66,"\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u521d\u59cb\u5316reader":26,"\u7528\u6237\u8bad\u7ec3\u7a0b\u5e8f\u63d0\u4ea4\u5230\u96c6\u7fa4\u4e4b\u540e":26,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":67,"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":52,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":31,"\u7528\u6237\u9700\u8981\u81ea\u5df1\u89e3\u7801":26,"\u7528\u6237\u9700\u8981\u81ea\u5df1\u8f6c\u6362\u6210\u6574\u5f62":26,"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":45,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":66,"\u7528\u6237id":65,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":65,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":44,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":32,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":66,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":66,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":32,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":56,"\u7528tab\u5206\u9694\u5f00":26,"\u7531":41,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":34,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":39,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":54,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":25,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":32,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":65,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":39,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":44,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":67,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":69,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":62,"\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":25,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":32,"\u7531\u4e8estep":41,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":38,"\u7531grouplen":65,"\u7535\u5f711\u7684\u7279\u5f81":66,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":65,"\u7535\u5f71\u540d\u5b57\u6bb5":66,"\u7535\u5f71\u540d\u79f0":65,"\u7535\u5f71\u548c\u7528\u6237":66,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":66,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":65,"\u7535\u5f71\u7279\u5f81":66,"\u7535\u5f71\u7c7b\u578b":65,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":65,"\u7535\u5f71id":65,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":65,"\u7535\u8111":39,"\u767e\u4e07\u6570\u636e\u96c6":65,"\u7684":[39,43,48,55,56,64,68],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":41,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":32,"\u7684\u4e00\u79cd":69,"\u7684\u4e3a0":50,"\u7684\u4e3b\u8981\u90e8\u5206":67,"\u7684\u4efb\u4e00\u4e00\u79cd":31,"\u7684\u4efb\u52a1":69,"\u7684\u4f5c\u7528":53,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":38,"\u7684\u504f\u7f6e\u5411\u91cf":44,"\u7684\u5185\u5b58":31,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":69,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":56,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":47,"\u7684\u51fd\u6570":53,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":62,"\u7684\u522b\u540d":[6,7,13,14,15,16],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":66,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":50,"\u7684\u53d8\u6362\u77e9\u9635":44,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":68,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":42,"\u7684\u540e\u7f00":65,"\u7684\u5411\u91cf":44,"\u7684\u542f\u52a8\u53c2\u6570":56,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":54,"\u7684\u5730\u65b9":43,"\u7684\u5747\u5300\u5206\u5e03":31,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":32,"\u7684\u5e73\u5747\u503c":38,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":39,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":43,"\u7684\u603b":48,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":43,"\u7684\u6570\u636e":53,"\u7684\u6570\u636e\u6d41\u56fe":26,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":64,"\u7684\u6570\u76ee\u4e00\u81f4":38,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":43,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":69,"\u7684\u65b9\u7a0b":44,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":36,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":31,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":39,"\u7684\u6700\u5c0f\u503c":50,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":43,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":42,"\u7684\u6837\u5f0f":43,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":41,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":41,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":67,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":43,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":60,"\u7684\u7279\u5f81":62,"\u7684\u72b6\u6001":41,"\u7684\u7528\u6237\u53c2\u8003":48,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":66,"\u7684\u76f8\u5173\u6587\u6863\u8fdb\u884c\u914d\u7f6e":53,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":32,"\u7684\u77e9\u9635":44,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":69,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":44,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":67,"\u7684\u7b2ci\u4e2a\u503c":44,"\u7684\u7b2cj\u4e2a\u503c":44,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":48,"\u7684\u7ed3\u6784\u5982\u4e0b":66,"\u7684\u7ef4\u5ea6":60,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":69,"\u7684\u89c4\u8303":27,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":64,"\u7684\u8bdd":31,"\u7684\u8def\u5f84\u4e2d":68,"\u7684\u8f93\u5165":41,"\u7684\u8f93\u51fa":47,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":47,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":42,"\u7684\u8f93\u51fa\u683c\u5f0f":39,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":42,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":65,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":43,"\u7684\u90e8\u5206":48,"\u7684\u914d\u7f6e":[53,60],"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":43,"\u7684docker\u955c\u50cf":34,"\u76ee\u524d":[41,67],"\u76ee\u524d\u4f7f\u7528":43,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":25,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":38,"\u76ee\u524d\u652f\u6301fail":50,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":50,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":41,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":45,"\u76ee\u5f55":[48,55,56,68],"\u76ee\u5f55\u4e0b":[28,44,64,69],"\u76ee\u5f55\u4e0b\u627e\u5230":64,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":31,"\u76ee\u5f55\u4e2d":[48,66],"\u76ee\u5f55\u4e2d\u7684":[47,48],"\u76ee\u5f55\u4e2dpaddl":56,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":67,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":56,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":69,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":64,"\u76ee\u6807":69,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":67,"\u76ee\u6807\u5411\u91cf":42,"\u76ee\u6807\u5b57\u5178":69,"\u76ee\u6807\u8bed\u8a00\u7684\u6587\u672c":26,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":31,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":32,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u76f4\u63a5\u8fd0\u884c":34,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":64,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":61,"\u76f8\u5173\u8bba\u6587":67,"\u76f8\u53cd":69,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":31,"\u76f8\u5bf9":39,"\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":64,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":67,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":67,"\u76f8\u5f53":39,"\u77e9\u9635":49,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":68,"\u7814\u7a76\u751f":65,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":43,"\u793a":64,"\u793a\u4f8b":[31,62],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":39,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":39,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":39,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":25,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":31,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":69,"\u795e\u7ecf\u7f51\u7edc\u7684\u67d0\u4e00\u5c42":53,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":39,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":31,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":32,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u4e3b\u8981\u5305\u62ec\u7f51\u7edc\u8fde\u63a5":53,"\u79bb":39,"\u79bb\u7ebf\u6279\u5904\u7406":26,"\u79d1\u5b66\u5bb6":65,"\u79d1\u5e7b\u7247":65,"\u79f0\u4e3a":[42,43,53],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":34,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":34,"\u79f0\u4e3a\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":53,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":38,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":50,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":44,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":56,"\u7a00\u758f\u768401\u5411\u91cf":3,"\u7a00\u758f\u7684\u5411\u91cf":3,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":52,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":56,"\u7a0b\u5e8f\u505c\u6b62":50,"\u7a0b\u5e8f\u5458":65,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":50,"\u7a0d\u505a\u8be6\u7ec6\u8bf4\u660e":53,"\u7a20\u5bc6\u5411\u91cf":44,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":56,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":3,"\u7a97\u6237":39,"\u7acb\u523b\u9000\u51fa":31,"\u7aef\u53e3":48,"\u7aef\u53e3\u6570":48,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":48,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":31,"\u7b2c":39,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":34,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":39,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":30,"\u7b2c\u4e00\u5929":39,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":34,"\u7b2c\u4e00\u884c\u4ece":68,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":62,"\u7b2c\u4e00\u884c\u662f":60,"\u7b2c\u4e00\u884c\u7684":69,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":32,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":68,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":69,"\u7b2c\u4e09\u6b65":62,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":30,"\u7b2c\u4e8c":68,"\u7b2c\u4e8c\u4e2a\u4e3a":30,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":34,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":69,"\u7b2c\u4e8c\u6b65":[60,62],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":34,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":62,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":32,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":44,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u5176\u4ed6":69,"\u7b49\u53c2\u6570":56,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":54,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":54,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[64,69],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":54,"\u7b80\u4ecb":46,"\u7b80\u5355\u6765\u8bf4":47,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":31,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":66,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":47,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":66,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":55,"\u7b80\u76f4":39,"\u7b97\u6cd5":[31,32,42,68],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":42,"\u7b97\u6cd5\u914d\u7f6e":68,"\u7ba1\u7406\u4eba\u5458":65,"\u7ba1\u7406\u5458":65,"\u7c7b\u4f3c":[28,38],"\u7c7b\u4f3c\u5730":67,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":44,"\u7c7b\u522b\u4e2a\u6570":61,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":49,"\u7c7b\u522bid":64,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":64,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,50,66],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":38,"\u7c7b\u578b\u662fsparse_binary_vector":3,"\u7c7b\u578b\u662fsparse_float_vector":3,"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":39,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":44,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":44,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":31,"\u7cfb\u7edfc":53,"\u7d2f\u52a0\u6c42\u548c":53,"\u7ea2\u697c\u68a6":60,"\u7eaa\u5f55\u7247":65,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":34,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":32,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":32,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":32,"\u7ebf\u7a0bid\u53f7":52,"\u7ec4\u6210":53,"\u7ec6\u8282\u63cf\u8ff0":51,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":37,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":31,"\u7ed3\u5408":54,"\u7ed3\u675f\u6807\u8bb0":42,"\u7ed3\u6784\u5982\u4e0b":68,"\u7ed3\u6784\u5982\u4e0b\u56fe":60,"\u7ed3\u679c\u4fdd\u5b58\u5728":67,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":68,"\u7ed3\u8bba":27,"\u7ed9":39,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":61,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":61,"\u7ed9\u5b9a\u52a8\u8bcd":67,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":68,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":41,"\u7ee7\u7eed\u6df1\u5165\u4e86\u89e3":53,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":39,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":39,"\u7ef4\u5ea6\u4e3aword_dim":64,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":64,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":64,"\u7ef4\u62a4":54,"\u7ef4\u7a7a\u95f4":42,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":42,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":31,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":66,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":56,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":56,"\u7f16\u53f7":66,"\u7f16\u53f7\u4ece0\u5f00\u59cb":31,"\u7f16\u53f7\u5b57\u6bb5":66,"\u7f16\u7801\u5411\u91cf":42,"\u7f16\u7801\u5668\u8f93\u51fa":42,"\u7f16\u7801\u6e90\u5e8f\u5217":42,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":69,"\u7f16\u8bd1":[34,43],"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":45,"\u7f16\u8bd1\u5b8c\u6210\u540e":45,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":50,"\u7f16\u8bd1\u6d41\u7a0b":37,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":35,"\u7f16\u8bd1\u751f\u6210":45,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":30,"\u7f16\u8bd1\u9009\u9879":33,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1ubuntu\u7684deb\u5305":30,"\u7f16\u8f91":54,"\u7f29\u653e\u53c2\u6570":62,"\u7f51\u7edc":[67,68],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":54,"\u7f51\u7edc\u540d\u79f0":64,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":44,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":44,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":44,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":44,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":50,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":44,"\u7f51\u7edc\u63a5\u53e3\u5361":48,"\u7f51\u7edc\u6a21\u5757":62,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":67,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":68,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":53,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e5f\u53ef\u901a\u8fc7":53,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":66,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u4e09\u90e8\u5206":53,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u8fd9\u4e09\u90e8\u5206\u8be5\u6982\u5ff5":53,"\u7f51\u7edc\u8fde\u63a5":53,"\u7f51\u7edc\u901a\u4fe1":44,"\u7f51\u7edc\u914d\u7f6e":[48,64,68],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[62,67],"\u800c":[32,42,55,66],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":68,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":48,"\u800c\u4e0d\u662f\u65b0\u6570\u636e\u9a71\u52a8\u7cfb\u7edf":53,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":31,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":39,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":68,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":69,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":50,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":47,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":47,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":52,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":25,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":39,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":62,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":68,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":39,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":39,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":39,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":47,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":31,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":47,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":49,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":68,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":42,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":52,"\u800c\u7cfb\u7edf\u4e2d\u7684":31,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":39,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":39,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":33,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":41,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800cweight":61,"\u804c\u4e1a":65,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":65,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":41,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":41,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":64,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":41,"\u80fd\u83b7\u53d6":48,"\u811a\u672c":[48,61,66],"\u811a\u672c\u4fdd\u5b58\u5728":61,"\u811a\u672c\u5f00\u59cb\u65f6":56,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":68,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":68,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":61,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":43,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":48,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":41,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":25,"\u81ea\u52a8\u751f\u6210":45,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":42,"\u81ea\u5e95\u5411\u4e0a\u6cd5":64,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":52,"\u81ea\u7531\u804c\u4e1a\u8005":65,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,39,43],"\u8212\u9002":39,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":65,"\u8282\u70b9\u4e2d\u7684":48,"\u82e5":44,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":38,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":47,"\u82e5\u6709\u5fc5\u8981":44,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":38,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":38,"\u82f1\u6587\u6587\u6863":45,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":45,"\u82f1\u8bed":69,"\u8303\u56f4":52,"\u83b7\u53d6":43,"\u83b7\u53d6\u5229\u7528":64,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":68,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":25,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":64,"\u83b7\u53d6\u901a\u8fc7":68,"\u83b7\u53d6trainer":56,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":44,"\u867d\u7136":32,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\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":48,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":49,"\u884c":60,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":62,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":65,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":34,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":44,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":44,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":54,"\u8868\u793a\u4e3adeviceid":52,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":48,"\u8868\u793a\u5973\u6027":65,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":39,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":48,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":48,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":69,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":65,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":64,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":68,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":68,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":68,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":56,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":64,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":64,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":56,"\u88ab":43,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"\u88ab\u653e\u5728":44,"\u88ab\u79f0\u4e3a":42,"\u88ab\u79f0\u4e3a\u6570\u636e\u63d0\u4f9b\u5668":53,"\u897f\u90e8\u7247":65,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":66,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":69,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":47,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":48,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":61,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":66,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":38,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":41,"\u8981\u8c03\u7528":44,"\u8981\u8fbe\u5230\u8fd9\u6837\u7684\u76ee\u6807":26,"\u89e3\u51b3\u529e\u6cd5\u662f":31,"\u89e3\u51b3\u65b9\u6848\u662f":31,"\u89e3\u538b":69,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":66,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":66,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":56,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":42,"\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":42,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":69,"\u89e3\u91ca":64,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97":42,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":32,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":42,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":44,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":42,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":44,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":32,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":44,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":44,"\u8ba1\u7b97\u8f93\u51fa":44,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":25,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":64,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":66,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[49,68],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":25,"\u8bad\u7ec3\u4f5c\u4e1a":48,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":61,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":67,"\u8bad\u7ec3\u540e":67,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":30,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":48,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":47,"\u8bad\u7ec3\u5b8c\u6210\u540e":32,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":69,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":31,"\u8bad\u7ec3\u6570\u636e\u7684\u683c\u5f0f\u5f80\u5f80\u5404\u4e0d\u76f8\u540c":53,"\u8bad\u7ec3\u6570\u6910\u96c6":68,"\u8bad\u7ec3\u65f6":56,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":64,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b":37,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":68,"\u8bad\u7ec3\u6a21\u578b\u540e":42,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":30,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":69,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":67,"\u8bad\u7ec3\u7b97\u6cd5":53,"\u8bad\u7ec3\u7b97\u6cd5\u901a\u5e38\u5b9a\u4e49\u5728\u53e6\u4e00\u5355\u72ecpython\u6587\u4ef6\u4e2d":53,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":56,"\u8bad\u7ec3\u811a\u672c":64,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":64,"\u8bad\u7ec3\u81f3\u591a":66,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":56,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":31,"\u8bad\u7ec3\u8f6e\u6b21":64,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":31,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":49,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":50,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":50,"\u8bad\u7ec3\u8fdb\u7a0b":53,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":50,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6e90":53,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u7684\u6570\u636e\u6e90\u914d\u7f6e\u4e2d\u6307\u5b9adataprovider\u6587\u4ef6\u540d\u5b57":53,"\u8bad\u7ec3\u9636\u6bb5":53,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":68,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":68,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":68,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":61,"\u8bad\u7ec3dot_period":49,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":30,"\u8bb0\u5fc6\u6a21\u5757":42,"\u8bba\u6587":62,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":48,"\u8bbe\u4e3a\u672c\u5730":48,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":44,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":50,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":50,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":69,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":69,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":68,"\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":31,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[31,46,66],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":68,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":68,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":68,"\u8bbe\u7f6e\u6210":31,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":31,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":67,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":68,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":68,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":68,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":69,"\u8bbe\u7f6e\u7c7b\u522b\u6570":68,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[67,68],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":68,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":44,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":68,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":52,"\u8bbe\u7f6ebatch":68,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":69,"\u8bbe\u7f6egpu":50,"\u8bbe\u7f6epass":68,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":69,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":56,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":32,"\u8bc4\u4f30\u5668":53,"\u8bc4\u4f30\u5668\u53ef\u4ee5\u8bc4\u4ef7\u6a21\u578b\u7ed3\u679c":53,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":64,"\u8bc4\u5206":[65,66],"\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":66,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":65,"\u8bc6\u522b\u6570\u5b57":30,"\u8bcd\u5411\u91cf":[30,60],"\u8bcd\u5411\u91cf\u6a21\u578b":63,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":60,"\u8bcd\u9891\u6700\u9ad8\u7684":69,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":47,"\u8be5":[48,67],"\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":50,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":50,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":50,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":50,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":50,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":50,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":50,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":50,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":50,"\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":44,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":64,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":50,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":44,"\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":33,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":65,"\u8be5\u6570\u636e\u96c6":60,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":65,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":65,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":50,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":66,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":62,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":66,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":61,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":64,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":69,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":32,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":42,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":66,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":66,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":66,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":32,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":44,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":66,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":62,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":61,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":44,"\u8be5layer\u5c06\u591a\u4e2a\u8f93\u5165":53,"\u8be5python\u4ee3\u7801\u53ef\u4ee5\u751f\u6210protobuf\u5305":53,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":39,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":48,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":64,"\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003":53,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":62,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":31,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":64,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":33,"\u8be6\u7ec6\u89c1":38,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[63,67],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":30,"\u8bed\u8a00\u6a21\u578b":60,"\u8bf4\u660e":[25,33,56],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":66,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":44,"\u8bf7\u4e0d\u8981\u6df7\u6dc6":53,"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":45,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":52,"\u8bf7\u53c2\u8003":[3,28,31,39,42,44,45,53,64],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":64,"\u8bf7\u53c2\u8003\u9875\u9762":66,"\u8bf7\u53c2\u8003layer\u6587\u6863":61,"\u8bf7\u53c2\u89c1":43,"\u8bf7\u53c2\u9605":42,"\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":67,"\u8bf7\u5b89\u88c5cuda":36,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":45,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":34,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":50,"\u8bf7\u67e5\u770b":60,"\u8bf7\u6ce8\u610f":[34,42,55,60],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":52,"\u8bf7\u786e\u4fdd":43,"\u8bf7\u8bb0\u4f4f":48,"\u8bf7\u8fd0\u884c":34,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":31,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":52,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":32,"\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":56,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":56,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":56,"\u8c03\u7528":[44,61],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":32,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":44,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":67,"\u8d1f\u6837\u672c":64,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":68,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":68,"\u8d21\u732e\u6587\u6863":45,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":54,"\u8d77":39,"\u8def\u5f84\u4e0b":[32,62],"\u8df3\u8f6c\u5230":43,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":61,"\u8f6c\u6362\u8fc7\u6765\u7684":62,"\u8f6e":66,"\u8f83":39,"\u8f93\u5165":[38,42],"\u8f93\u5165\u5168\u662f\u5176\u4ed6layer\u7684\u8f93\u51fa":53,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":41,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":41,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":61,"\u8f93\u5165\u5c42\u5c3a\u5bf8":62,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":39,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":39,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":39,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":52,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":68,"\u8f93\u5165\u6587\u672c":60,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":60,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":44,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":44,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":62,"\u8f93\u5165\u7684":60,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":69,"\u8f93\u5165\u7684\u540d\u5b57":44,"\u8f93\u5165\u7684\u5927\u5c0f":44,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":60,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8f93\u5165\u7684\u7c7b\u578b":44,"\u8f93\u5165\u95e8":68,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":68,"\u8f93\u5165n\u4e2a\u5355\u8bcd":64,"\u8f93\u51fa":[38,42],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":41,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":41,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":64,"\u8f93\u51fa\u51fd\u6570":42,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":38,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":41,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":66,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":60,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":68,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":68,"\u8f93\u51fa\u67092\u5217":60,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":62,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":60,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":60,"\u8f93\u51fa\u7684\u68af\u5ea6":50,"\u8f93\u51fa\u76ee\u5f55":62,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":55,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":25,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":39,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":31,"\u8fd0":34,"\u8fd0\u884c":36,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":66,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":69,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":34,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":60,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":60,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":32,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":34,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":48,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[31,46,64],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":34,"\u8fd0\u884c\u5931\u8d25":52,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":60,"\u8fd0\u884c\u5b8c\u6210\u540e":48,"\u8fd0\u884c\u5b8c\u811a\u672c":68,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":60,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":68,"\u8fd0\u884c\u65e5\u5fd7":48,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":56,"\u8fd1":39,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":69,"\u8fd4\u56de":[8,9,10,11,16,17,20,22],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":67,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":66,"\u8fd4\u56de\u6587\u4ef6\u4e2d\u7684\u5404\u5217":26,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":3,"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":30,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":44,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,11,16,17,20,22],"\u8fd8\u4f1a":39,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":43,"\u8fd8\u662f":39,"\u8fd8\u6709":39,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":68,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":67,"\u8fd8\u9700\u8981\u8bbe\u7f6e\u4e0b\u9762\u4e24\u4e2a\u53c2\u6570":53,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":61,"\u8fd9":[31,39,64],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":47,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":41,"\u8fd9\u4e09\u4e2a\u5206\u652f":30,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":64,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":48,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":61,"\u8fd9\u4e24\u4e2a\u6807\u51c6":67,"\u8fd9\u4e24\u4e2a\u9700\u8981\u4e0e":53,"\u8fd9\u4e2a":[39,54],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":31,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":31,"\u8fd9\u4e2a\u51fd\u6570\u7684":42,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":39,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":42,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u5305\u91cc\u9762\u5305\u542b\u4e86\u6a21\u578b\u914d\u7f6e\u9700\u8981\u7684\u5404\u4e2a\u6a21\u5757":53,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\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":69,"\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":56,"\u8fd9\u4e2a\u57fa\u7c7b":44,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":68,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":41,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":39,"\u8fd9\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u662f\u6bcf\u4e00\u4e2a\u8bad\u7ec3\u6216\u8005\u6d4b\u8bd5\u6587\u4ef6\u7684\u8def\u5f84":53,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":69,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":64,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":69,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":39,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":34,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":44,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":44,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":67,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":54,"\u8fd9\u4e2a\u8868\u683c":54,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":41,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":32,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":43,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":60,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":54,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u7f51\u7edc\u7531":53,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":69,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":34,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":42,"\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":28,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":56,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":41,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":31,"\u8fd9\u4e9b":48,"\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":26,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":56,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":66,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":44,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":31,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":31,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":62,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":62,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":62,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":67,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":39,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":44,"\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":32,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":43,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":44,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":69,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":39,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":33,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":43,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":43,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":39,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":67,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":39,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":67,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":42,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":69,"\u8fd9\u5c31\u662f":53,"\u8fd9\u5df2\u7ecf\u5728":68,"\u8fd9\u610f\u5473\u7740":42,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":32,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":52,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":31,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":68,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":38,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":61,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":39,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":31,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":69,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":69,"\u8fd9\u6837":[28,32,48],"\u8fd9\u6837\u4fdd\u8bc1":30,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":31,"\u8fd9\u6837\u5355\u4e2a\u5b50\u7ebf\u7a0b\u7684\u957f\u5ea6\u5c31\u4e0d\u4f1a\u6ea2\u51fa\u4e86":53,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":52,"\u8fd9\u6837\u5bb9\u5668\u7684":56,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":66,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":26,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":34,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":44,"\u8fd9\u6837\u7684\u8bdd":55,"\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":66,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":47,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":32,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":44,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":31,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":44,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":52,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":42,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":41,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":56,"\u8fd9\u7bc7\u6587\u6863":43,"\u8fd9\u7bc7\u6587\u7ae0":69,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":39,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":42,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc":[31,34,42,43,53,54,56,62,67],"\u8fd9\u91cc\u4e5f\u53ef\u53eb\u5206\u7c7b\u5c42":53,"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":34,"\u8fd9\u91cc\u4ee5":64,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":32,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":32,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":68,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":39,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":31,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":32,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":69,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":64,"\u8fd9\u91cc\u5bf9":53,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":32,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":66,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":61,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":61,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":66,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":44,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":34,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":56,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":64,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":32,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":69,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":69,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":48,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":69,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":69,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":69,"\u8fd9\u91cc\u7528\u6237\u9700\u8981\u7684\u5176\u5b9e\u662f\u6574\u5f62":26,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":61,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":64,"\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecdlayer":53,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":54,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":69,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":69,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":69,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":64,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":25,"\u8fd9\u91cc\u9762batch\u662f\u542b\u6709128\u4e2adata":26,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":43,"\u8fdb\u5165":68,"\u8fdb\u5165\u5bb9\u5668":55,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":34,"\u8fdb\u7a0b":53,"\u8fdb\u7a0b\u4e2d\u53ef\u4ee5\u542f\u52a8\u591a\u4e2a\u5b50\u7ebf\u7a0b\u53bb\u63a5\u53d7":53,"\u8fdb\u7a0b\u4e4b\u540e":53,"\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u4e2a\u7aef\u53e3\u7528\u6765\u505a\u7a20\u5bc6\u66f4\u65b0":53,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":56,"\u8fdb\u7a0b\u7684":48,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":56,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":56,"\u8fdb\u7a0b\u7aef\u53e3\u662f":53,"\u8fdb\u7a0b\u9700\u8981\u7684":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":30,"\u8fdb\u884c\u4e86":39,"\u8fdb\u884c\u4f7f\u7528":61,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":56,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":56,"\u8fdb\u884c\u540c\u6b65":53,"\u8fdb\u884c\u5f00\u53d1":43,"\u8fdb\u884c\u62c6\u89e3":39,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":44,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":32,"\u8fdb\u884c\u9884\u6d4b":64,"\u8fdb\u9636\u6307\u5357":59,"\u8fde\u63a5":41,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":68,"\u9000\u4f11\u4eba\u5458":65,"\u9000\u51fa\u5bb9\u5668":55,"\u9002\u4e2d":39,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":34,"\u9009":39,"\u9009\u62e9":39,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":64,"\u9009\u62e9\u76ee\u6807\u5206\u652f":43,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":50,"\u9009\u62e9\u8fc7\u540e\u7684":69,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":54,"\u9009\u62e9glusterfs\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u670d\u52a1":26,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":65,"\u9009\u9879":[33,60],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u901a\u5e38":[28,48,68],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":56,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":52,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":31,"\u901a\u5e38\u540d\u5b57\u662f":43,"\u901a\u5e38\u5728\u9ad8\u7ea7\u60c5\u51b5\u4e0b":53,"\u901a\u5e38\u60c5\u51b5\u4e0b":47,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":55,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":25,"\u901a\u5e38\u662f\u4e00\u4e2apython\u51fd\u6570":53,"\u901a\u5e38\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u90fd\u4f1a\u5305\u62ec":53,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":54,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":42,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":44,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":39,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":52,"\u901a\u7528":49,"\u901a\u77e5":39,"\u901a\u77e5\u7cfb\u7edf\u4e00\u8f6e\u6570\u636e\u8bfb\u53d6\u7ed3\u675f":53,"\u901a\u8fc7":[31,39,43,44,48,53,64],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":41,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":61,"\u901a\u8fc7\u4f7f\u7528":33,"\u901a\u8fc7\u51fd\u6570":56,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":61,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":31,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":41,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":41,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":43,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":68,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":64,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":44,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":64,"\u901a\u8fc7data":41,"\u901a\u8fc7volum":54,"\u903b\u8f91\u56de\u5f52":64,"\u9053\u6b49":39,"\u9069":39,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":30,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":65,"\u9075\u5faa\u6587\u7ae0":60,"\u90a3\u4e48":[28,41,44],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":41,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":31,"\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":31,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":31,"\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":31,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":32,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":42,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":42,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":31,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":31,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":45,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":31,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":31,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":52,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":47,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":47,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":31,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":47,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":47,"\u90ae\u7f16":65,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":54,"\u90fd":39,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":50,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":32,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":39,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":38,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":39,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u7528":43,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":43,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":44,"\u914d\u5408\u4f7f\u7528":53,"\u914d\u7f6e":68,"\u914d\u7f6e\u4e86\u7f51\u7edc":66,"\u914d\u7f6e\u51fa\u975e\u5e38\u590d\u6742\u7684\u7f51\u7edc":53,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":61,"\u914d\u7f6e\u5982\u4e0b":60,"\u914d\u7f6e\u6253\u5f00":47,"\u914d\u7f6e\u6570\u636e\u6e90":53,"\u914d\u7f6e\u6587\u4ef6":64,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":44,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":60,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":48,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":42,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":44,"\u914d\u7f6eapi":38,"\u9152\u5e97":39,"\u91c7\u6837\u5c42":66,"\u91c7\u7528":67,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":67,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":50,"\u91c7\u7528multi":31,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":25,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":55,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":36,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":62,"\u91cc\u7684\u65e5\u5fd7":48,"\u91cc\u901a\u8fc7train_list\u548ctest_list\u6307\u5b9a\u662f\u8bad\u7ec3\u6587\u4ef6\u5217\u8868\u548c\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":53,"\u91cc\u9762\u6db5\u76d6\u4e86":34,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":34,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":47,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":55,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":31,"\u9488\u5bf9\u6587\u672c":66,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":33,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":64,"\u9500\u552e":65,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9519\u8bef\u7387":64,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":31,"\u955c\u50cf\u91cc\u6709":55,"\u957f\u5ea6":31,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":42,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":42,"\u95ee\u9898":32,"\u95f4\u9694":64,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":50,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":50,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":39,"\u9664\u53bbdata\u5c42":64,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":60,"\u9664\u96f6\u7b49\u95ee\u9898":31,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00build":43,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":67,"\u968f\u673a\u6570\u7684\u79cd\u5b50":50,"\u968f\u673a\u6570seed":49,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":32,"\u9694\u5f00":62,"\u96c6":65,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":69,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":69,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":50,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":55,"\u96c6\u7fa4\u4f1a\u81ea\u52a8\u8bbe\u7f6e":26,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":48,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":48,"\u96c6\u7fa4\u5de5\u4f5c":48,"\u96c6\u7fa4\u6d4b\u8bd5":49,"\u96c6\u7fa4\u8bad\u7ec3":49,"\u96c6\u7fa4\u8fdb\u7a0b":48,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":48,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":48,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":48,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":47,"\u9700\u8981\u4e0e":53,"\u9700\u8981\u4ecemaster\u7684\u961f\u5217\u4e2d\u83b7\u5f97\u9700\u8981\u5f00\u59cb\u6267\u884c\u7684\u8bad\u7ec3task":26,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":56,"\u9700\u8981\u4fdd\u5b58\u4e00\u4e9b\u9884\u7f6e\u7684\u516c\u5f00\u6570\u636e\u96c6":26,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":43,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":54,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":43,"\u9700\u8981\u542f\u52a8":53,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":56,"\u9700\u8981\u5728":48,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":55,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":45,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":62,"\u9700\u8981\u5b9e\u73b0\u4e0b\u9762\u7684\u529f\u80fd":26,"\u9700\u8981\u5bf9":54,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":31,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":68,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":30,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":39,"\u9700\u8981\u660e\u786e\u6307\u5b9a":50,"\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":54,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":56,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[30,50,53,66],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":44,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":39,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":41,"\u9700\u8981import\u8fd9\u4e9b\u51fd\u6570":53,"\u9700\u8981python\u63a5\u53e3\u91cc\u5904\u7406shuffl":53,"\u975e\u5e38\u6570":44,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":44,"\u97f3\u4e50\u5267":65,"\u987a\u5e8f":39,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":66,"\u9884\u5904\u7406\u811a\u672c":68,"\u9884\u5b9a\u4e49\u7f51\u7edc":68,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":68,"\u9884\u63d0\u4ea4\u94a9\u5b50":43,"\u9884\u6d4b\u540e":67,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":68,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":62,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":66,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":64,"\u9884\u6d4b\u811a\u672c\u662f":67,"\u9884\u6d4b\u9636\u6bb5":53,"\u9884\u6d4bid":64,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":68,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":60,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":60,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":62,"\u989d\u5916\u7684\u53c2\u6570":64,"\u9996\u5148":[3,32,39,42,44,60,62,64,67,68],"\u9996\u5148\u4e0b\u8f7dcifar":61,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":33,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":43,"\u9996\u5148\u5b89\u88c5paddlepaddl":68,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":44,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":44,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":69,"\u9996\u5148\u901a\u8fc7":43,"\u9a71\u52a8":45,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":65,"\u9ad8\u4eae\u90e8\u5206":39,"\u9ad8\u53ef\u7528":54,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":42,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":31,"\u9ed1\u8272\u7535\u5f71":65,"\u9ed8\u8ba4":[3,50,69],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":64,"\u9ed8\u8ba4\u4e0d\u663e\u793a":50,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":41,"\u9ed8\u8ba4\u4e3a0":[50,52],"\u9ed8\u8ba4\u4e3a1":[3,52],"\u9ed8\u8ba4\u4e3a100":52,"\u9ed8\u8ba4\u4e3a4096mb":50,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":66,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":41,"\u9ed8\u8ba4\u4e3anull":50,"\u9ed8\u8ba4\u4f7f\u7528\u591a\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u548c\u5206\u7c7b\u9519\u8bef\u7387\u7edf\u8ba1\u8bc4\u4f30\u5668":53,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":50,"\u9ed8\u8ba4\u503c":[33,38,52],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":41,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[31,48,68],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":68,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":39,"\u9ed8\u8ba4\u662f0":53,"\u9ed8\u8ba4\u662f1":53,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":68,"\u9ed8\u8ba4\u7684":55,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":52,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":48,"acc\u00e9l\u00e9r\u00e9":26,"adamax\u7b49":64,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":64,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":40,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":54,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":45,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u7f16\u5199\u8bad\u7ec3\u4efb\u52a1\u65f6":26,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":31,"atlas\u7684\u8def\u5f84":33,"avx\u7684\u955c\u50cf":34,"awselasticblockstore\u7b49":54,"batch\u4e2d\u5305\u542b":31,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":50,"batches\u6b21":50,"bin\u548c\u8bc4\u5206\u6587\u4ef6":66,"blas\u7684\u8def\u5f84":33,"block\u6784\u6210\u4e00\u4e2amodel":25,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":30,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":34,"book\u7684docker\u955c\u50cf":34,"bool\u578b\u53c2\u6570":3,"boolean":[10,16,27],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":30,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":30,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":34,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":34,"byte":31,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"caoying\u7684pul":69,"case":[10,16,28,29,47],"class":[7,10,12,14,15,16,17,18,19,20,22,23,27,31,44,68],"cmake\u4e2d\u5c06":47,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":31,"cmake\u7f16\u8bd1\u65f6":33,"cmake\u914d\u7f6e\u4e2d\u5c06":47,"conf\u4f5c\u4e3a\u914d\u7f6e":69,"const":44,"container\u4e2d":55,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":31,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":52,"count\u548cgpu":52,"cpu\u7248\u672c":36,"cuda\u5e73\u53f0":36,"cuda\u5e93":50,"cudnn\u5e93":[33,50],"d\u00e9rap\u00e9":26,"dat\u4e2d":66,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":26,"data\u662f\u5bf9\u5e94\u56fe\u50cf\u6587\u4ef6\u7684\u6ca1\u6709\u89e3\u7801\u7684\u539f\u59cb\u4e8c\u8fdb\u5236\u6570\u636e":26,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":56,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":39,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":39,"dataprovider\u662f\u88ab\u7cfb\u7edf\u8c03\u7528":53,"dataprovider\u662fpaddlepaddle\u7cfb\u7edf\u7684\u6570\u636e\u63d0\u4f9b\u5668":53,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,64],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":31,"dataprovider\u8fd4\u56de\u7a7a\u6570\u636e":53,"dataprovider\u91cc\u5b9a\u4e49\u6570\u636e\u8bfb\u53d6\u51fd\u6570":53,"deb\u5305":30,"deb\u5305\u7f16\u8bd1\u95ee\u9898":30,"deb\u5b89\u88c5\u5305":36,"decay\u5219\u4e3a0":61,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":41,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":41,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":41,"decoer\u67b6\u6784":41,"default":[7,9,10,11,12,15,16,17,19,20,22,23,52,55,56,68],"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":66,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":69,"docker\u5b58\u5728\u95ee\u9898":34,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":45,"docker\u7684\u5b98\u7f51":45,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":34,"dockerfile\u4f4d\u4e8epaddlepaddl":34,"dockers\u8bbe\u7f6e":34,"dropout\u7684\u6bd4\u4f8b":44,"elec\u6d4b\u8bd5\u96c6":64,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":64,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":41,"encoder\u8f93\u51fa":41,"entropy\u4f5c\u4e3acost":31,"evaluator\u7684\u503c\u4f4e\u4e8e0":69,"export":[31,34,36,61],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":3,"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":52,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":52,"final":[11,17,66],"float":[3,7,9,10,12,15,16,18,20,32,47,62,66],"float\u7b49":52,"function":[8,10,11,12,16,17,18,20,23,24,29,42,68],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":69,"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":43,"github\u9996\u9875":43,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":33,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":47,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":34,"gpu\u548ccpu\u901a\u4fe1":53,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":46,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":50,"gpu\u7248\u672c":36,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":67,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":31,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":68,"group\u6559\u7a0b":40,"gru\u6216lstm":42,"gru\u6a21\u578b":64,"gru\u6a21\u578b\u914d\u7f6e":64,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":66,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":45,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":3,"id\u4e3a0\u7684\u6982\u7387":64,"id\u4e3a1\u7684\u6982\u7387":64,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":50,"id\u6307\u5b9a\u7684gpu":52,"id\u65e0\u6548":50,"image\u91cc":55,"imagenet\u6570\u636e\u96c6\u7b49":26,"imdb\u6570\u636e\u96c6\u5305\u542b25":68,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":68,"imdb\u7684\u6570\u6910\u96c6":68,"import":[3,5,9,10,23,31,32,45,53,60,61,62,66,68,69],"include\u4e0b\u9700\u8981\u5305\u542bcbla":33,"include\u4e0b\u9700\u8981\u5305\u542bmkl":33,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4f1a\u662f":26,"instance\u4f1a\u662f\u4e00\u4e2atupl":26,"instance\u7684mini":26,"int":[3,7,9,10,11,12,15,16,17,20,27,28,29,39,44,52,64,66,67],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"issue\u7f16\u53f7":43,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":54,"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":54,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":56,"job\u7684\u540d\u5b57":56,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":56,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":46,"kubernetes\u5355\u673a\u8bad\u7ec3":46,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":54,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":56,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":56,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":54,"kubernetes\u652f\u6301\u591a\u79cdvolum":54,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":55,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":54,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":39,"label\u662f\u6587\u672c\u7c7b\u578b":26,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":39,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":38,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":41,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":44,"layer\u91cc\u9762\u53ef\u4ee5\u5b9a\u4e49\u53c2\u6570\u5c5e\u6027":53,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":33,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":33,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":33,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":33,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":30,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":52,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6216\u8005test":53,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":52,"list\u6587\u4ef6":26,"long":[10,11,16,17,20],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":68,"lstm\u6a21\u578b":64,"lstm\u6a21\u578b\u914d\u7f6e":64,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":68,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":41,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":42,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":42,"memory\u53ea\u80fd\u5728":41,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":39,"memory\u6307\u5411\u4e00\u4e2alay":41,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":42,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":39,"memory\u7684":42,"memory\u7684\u521d\u59cb\u72b6\u6001":41,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":39,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":41,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":42,"memory\u7684i":41,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":41,"mesur\u00e9":26,"mkl\u7684\u8def\u5f84":33,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":33,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":69,"mode\u7684python\u51fd\u6570":69,"model\u505a\u5206\u652f\u7ba1\u7406":30,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":66,"name\u662f\u4f53\u88c1":66,"name\u662f\u5e74\u9f84":66,"name\u662f\u6027\u522b":66,"name\u662f\u7535\u5f71\u540d":66,"name\u662f\u804c\u4e1a":66,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":56,"new":[10,16,20,24,29,43,44],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":54,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":69,"noavx\u7248\u672c":36,"normalization\u5c42":62,"normalization\u5c42\u7684\u53c2\u6570":62,"note\u7684\u4e66\u5199":30,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":34,"null":[10,44,50,66],"num_gradient_servers\u53c2\u6570":56,"openblas\u7684\u8def\u5f84":33,"operator\u7684\u6982\u5ff5":53,"out\u4e0b\u5305\u542b":61,"out\u7684\u6587\u4ef6\u5939":61,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":39,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":56,"packages\u91cc\u9762":31,"packages\u91cc\u9762\u7684python\u5305":31,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":33,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":69,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":39,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":31,"paddle\u4f1a\u5c01\u88c5\u4e00\u4e2a\u5728\u96c6\u7fa4\u4e2d\u4f7f\u7528\u7684read":26,"paddle\u4f7f\u7528git":30,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":30,"paddle\u66ff\u6362\u6210":34,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":30,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":30,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":30,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":55,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u7684dock":55,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":34,"paddle\u8bad\u7ec3\u4efb\u52a1":26,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":55,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u4e2d":[38,41],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":68,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":39,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":64,"paddlepaddle\u4f7f\u7528\u5747\u503c0":31,"paddlepaddle\u4f7f\u7528avx":31,"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":32,"paddlepaddle\u5305\u62ec\u5f88\u591a\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u8d77":53,"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":34,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":33,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":64,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":39,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":44,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":39,"paddlepaddle\u591a\u673a\u91c7\u7528\u7ecf\u5178\u7684":53,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":3,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":64,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":32,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":32,"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":34,"paddlepaddle\u63d0\u4f9b\u4e86\u57fa\u4e8e":53,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":32,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":36,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":35,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":33,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":32,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":31,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":31,"paddlepaddle\u6587\u6863\u4f7f\u7528":45,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":45,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6":53,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":32,"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":34,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":31,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":31,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":45,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":45,"paddlepaddle\u7684\u6e90\u7801":43,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":35,"paddlepaddle\u7684bas":44,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":35,"paddlepaddle\u7684trainer\u8fdb\u7a0b\u91cc\u5185\u5d4c\u4e86python\u89e3\u91ca\u5668":53,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":39,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":34,"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":31,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":64,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":41,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":41,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":56,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":34,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":50,"pass\u5230":69,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":50,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":50,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":50,"passes\u8f6e":50,"patch\u53f7":30,"patch\u53f7\u52a0\u4e00":30,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":52,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":50,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":50,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":50,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":50,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":68,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":68,"period\u6574\u9664":50,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":50,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":54,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":54,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":61,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":64,"prod\u7684\u751f\u4ea7\u955c\u50cf":34,"pserver\u8fdb\u7a0b\u7528\u4e8e\u534f\u8c03\u591a\u4e2atrainer\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1":53,"public":[20,44,55,68],"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":[2,4,31,42,53,64,66],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":31,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":32,"python\u5305":45,"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":44,"python\u811a\u672c\u91cc\u5b9a\u4e49\u4e86\u6a21\u578b\u914d\u7f6e":53,"query\u6539\u5199":69,"rate\u4e3a0":69,"rate\u4e3a5":69,"rate\u88ab\u8bbe\u7f6e\u4e3a0":61,"reader\u4f1a\u88ab\u914d\u7f6e\u6210\u96c6\u7fa4\u8bad\u7ec3\u7684\u7248\u672c":26,"reader\u7684\u5b9e\u73b0\u9700\u8981\u8003\u8651\u672c\u5730\u8bad\u7ec3\u7a0b\u5e8f\u5b9e\u73b0\u4e4b\u540e":26,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":56,"release\u9875\u9762":30,"repo\u7684\u6839\u76ee\u5f55":34,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":65,"resnet\u6a21\u578b":63,"return":[3,10,11,16,17,19,20,22,23,32,39,42,44,56,62,64,66],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":39,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":39,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":41,"rnn\u6a21\u578b":64,"rnn\u76f8\u5173\u6a21\u578b":46,"rnn\u914d\u7f6e":40,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":26,"search\u7684\u65b9\u6cd5":50,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":39,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":41,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":50,"server\u4e4b\u4e0a":25,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":25,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":25,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":25,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":25,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":25,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":25,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":25,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":25,"server\u751f\u6210\u4e00\u4e2auuid":25,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":25,"server\u7684\u6570\u636e\u5feb\u7167":25,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":25,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":25,"sh\u6765\u8bad\u7ec3\u6a21\u578b":61,"sh\u6765\u8fdb\u884c\u6784\u5efa":45,"sh\u8c03\u7528\u4e86":62,"short":[10,11,16,17],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":31,"size\u4e3a1":69,"size\u4e3a50":69,"size\u4e3a512":50,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":31,"size\u5927\u5c0f\u4e3a128":68,"size\u662f3":69,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":31,"size\u7684\u503c":3,"softmax\u5c42":60,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":44,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":31,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":67,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":34,"ssh\u8fdb\u5165\u5bb9\u5668":34,"static":[10,28],"step\u51fd\u6570\u4e2d\u7684memori":41,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":41,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":38,"super":44,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":28,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":34,"tag\u4e3a":30,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":69,"tests\u7684paddlepaddl":43,"tflops\u4e86":47,"train\u5185\u90e8\u4f1a\u83b7\u53d6reader\u7684\u5185\u5bb9":26,"trainer\u8fdb\u7a0b\u4f1a\u8c03\u7528dataprovider\u51fd\u6570\u8fd4\u56de\u6570\u636e":53,"trainer\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u89e3\u91ca\u5668\u6267\u884cpython\u811a\u672c":53,"true":[7,9,10,11,12,15,16,17,19,20,22,23,29,31,39,42,44,52,56,62,66,67,68,69],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"try":[12,18,24,29,31,66],"tuple\u5143\u7d20\u7684\u987a\u5e8f\u4e0e":26,"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":66,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":30,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":35,"ubuntu\u90e8\u7f72paddlepaddl":35,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":50,"utf8\u7f16\u7801":60,"uts\u7b49linux":54,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":33,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":68,"vocab\u505a\u4e3a\u5b57\u5178":68,"void":[27,28,44],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":54,"w0\u548c":62,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":62,"while":[7,9,15,20,29,56,69],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":39,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":39,"x\u548cwindow":34,"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":34,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":56,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":56,"zero\u4e09\u79cd\u64cd\u4f5c":50,"zeromq\u961f\u5217\u8bfb\u53d6":26,AGE:55,AWS:[26,54,57,58],Abs:6,And:[9,10,12,16,18,20,29],But:[10,11,16,17,31],EOS:[10,16],For:[5,8,9,10,12,16,18,20,23,29,36,47],IDs:20,NFS:54,Not:[23,24],One:[9,10,11,17,22],QoS:55,TLS:23,That:[10,16,20,29],The:[3,7,8,9,10,11,12,14,15,16,17,18,20,22,23,24,26,28,29,44,56,64,66,67,69],Their:[10,16,24],Then:[10,66],There:[9,10,16,20,22,23,24],Use:[23,29],Used:[11,17],Using:[24,68],Will:[20,22],With:[10,11,16,17],Yes:34,___embedding_0__:56,___embedding_1__:56,__init__:44,__list_to_map__:66,__main__:[5,62],__meta__:66,__mse_cost_0__:56,__name__:[5,62],__rnn_step__:42,_link:[11,17],_proj:[10,16],_recurrent_group:42,_res2_1_branch1_bn:62,_source_language_embed:[42,60],_target_language_embed:[42,60],abc:[10,16],abl:[10,16,23],about:[10,11,16,17,67,69],abov:[3,10,16,23,24,47],abs:[11,17],acceler:25,accept:[20,23,29,67],access:[10,11,17,23],accord:[9,10,16],accrod:[11,17],accumul:24,accuraci:9,acl:68,aclimdb:68,across:[10,16],act:[10,11,16,17,31,32,39,42,53],act_typ:64,activ:[4,10,11,16,17,21,53,64],activi:[11,17],actual:[10,16],adadelta:[12,31,64],adagrad:[12,64],adam:[12,23,64,68],adamax:12,adamoptim:[53,60,64,68,69],adapt:[9,12,18],add:[10,11,16,17,20,43,66],add_input:44,add_test:44,add_to:[10,16],add_unittest_without_exec:44,addbia:44,added:[9,43],addit:[10,11,16,17],address:24,addrow:44,addto:10,addtolay:[10,16],adversari:29,affect:[10,16],afi:3,after:[10,16,20],again:[23,24],age:[20,56,66],agg_level:[10,16,38,39],aggregatelevel:[10,16,38,39],aircraft:69,airplan:61,aistat:[10,16],alex:[10,16,68],alexnet_pass1:52,alexnet_pass2:52,algo_hrnn_demo:39,algorithm:[10,12,16,18,60,68,69],align:[10,11,16,17,20,69],aliment:26,all:[3,7,9,10,12,15,16,18,23,24,28,41,56,66,67,68],alloc:[7,15],allow:[23,64],allow_only_one_model_on_one_gpu:[49,50,52],almost:[11,17],alreadi:[24,31,36],also:[9,10,11,16,17,20,23,29,47,64],alwai:[10,11,16,17,22,29,56],amazon:55,ambigu:29,amd64:54,analysi:[67,68],ani:[10,11,16,17,20,23,24,29],annot:67,annual:67,anoth:[10,16,23],anyth:[20,29,67],api:[20,22,23,30,47,53,56,59,68],api_pydataprovider2_sequential_model:8,api_trainer_config:66,apiserv:54,apivers:[54,55,56],apo:[26,69],append:[3,22,29,39,42,56,66],append_gradient_machin:22,appleyard:47,appli:[10,11,16,17],applic:[47,55],approach:[10,16,64],apt:[36,61],arbitrari:10,architectur:69,archiv:[20,27,28],arg:[3,8,9,10,11,12,16,17,20,31,32,56,61,62,64,66,67,68],arg_nam:[10,16],argpars:56,args_ext:56,argument:[3,8,10,16,20,56,64,66,67],argumentpars:56,argv:62,around:[3,10,16],arrai:[5,10,16,20,22,29,62],articl:43,arxiv:[10,11,16,17,68],ask:24,assert:5,assign:10,associ:67,assum:[10,16],astyp:29,asyc:24,async:[12,24,49],async_count:[49,50],async_lagged_grad_discard_ratio:50,async_lagged_ratio_default:[49,50],async_lagged_ratio_min:[49,50],asynchron:24,atla:33,atlas_root:33,attenion:[11,17],attent:[10,11,17,69],attr:[7,11,15,16,17],attribut:[4,10,11,16,17,21],auc:[9,49],augment:26,author:54,authorized_kei:48,auto:[27,44,47],automat:[10,16,23,69],automaticli:[10,16],automobil:61,avail:24,averag:[9,10,12,16,19,67],average_test_period:[49,50,67],averagepool:[10,16],avg:[13,47,64],avgcost:[9,64,66,68,69],avgpool:[10,16,38,64],avoid:[24,47],avx:34,await:55,awar:[23,24],azur:54,b2t:60,b363:55,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:55,back:24,backward:[10,11,14,16,17,44],backward_first:42,backwardactiv:44,bag:64,baidu:[10,16,55],balasubramanyan:68,bank:67,bardward:[11,17],bare:[54,55],barrierstatset:47,base:[6,12,16,17,19,20,23],baseactiv:[10,11],baseev:22,basematrix:44,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,22,66],bash:[34,43,45,55,56],basic:[10,22],batch:[9,10,11,12,16,17,18,20,22,23,24,26,32,48,55,56,61,62,64,66,68,69],batch_0:62,batch_id:22,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:[26,29],batch_siz:[12,20,22,31,32,48,53,60,61,64,66,68,69],batchsiz:[10,16,44],bcd:[10,16],bcebo:20,beam:[10,42,69],beam_gen:[10,42],beam_search:[22,41,42],beam_siz:[10,42,49,50,52],beamsiz:69,becaus:[10,16,20,23,24,29,39],been:67,befor:[10,11,16,17,24,29,31,66],begin:[9,10],beginiter:[22,23],beginn:42,beginpass:[22,23],begintrain:23,behind:26,being:[24,29],belong:[10,16],below:[10,16,20,24,29],benefit:[11,17],bengio:[10,16],bertolami:68,besid:[10,16,20],best:[8,10,16,66],best_model_path:67,besteffort:55,beta1:[12,18],beta2:[12,18],beta:62,better:[10,11,16,17],between:[10,12,16,18,24,28,69],bgr:62,bi_lstm:[11,17],bia:[10,11,12,16,17,18,44,53,62],bias:[10,16],bias_attr:[10,11,16,17,31,32,39,42],bias_param:31,bias_param_attr:[11,17],biases_:44,biasparameter_:44,biassiz:44,bidi:55,bidirect:[11,17,67,68],bidirectional_lstm_net:68,bigger:24,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:47,bin:[34,36,48,54,55,56,66],binari:[9,10,16,20,26,64],bird:61,bitext:69,blank:[10,16],bleu:69,block:[10,16,25],block_expand:10,block_i:[10,16],block_x:[10,16],bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:68,book:20,bool:[7,9,10,11,12,15,16,17,19,20,44,50,52,64,66,68],boot:[10,41,42],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,39,42],boot_with_const_id:10,bos_id:[10,42],both:[7,10,11,14,15,16,17,23,24],bottom:64,bow:[26,64],branch:[10,16,23,30,43],brelu:6,brendan:68,broadcast:24,broken:43,browser:34,bryan:68,buf_siz:20,buffer:[20,29],buffered_read:29,bug:43,build:[20,34,43,56,57,58,69],build_dict:20,build_doc:45,built:47,bunk:68,c11:27,c703c041:43,c99:28,cach:[31,64,66,67],cache_pass_in_mem:[3,31,64,66,67],cachetyp:[3,31,64,66,67],calc_batch_s:[3,67],calcul:[9,10,11,12,16,17,18,24],call:[10,11,16,17,23,47,56,64],callabl:[10,20],callback:44,calrnn:39,caltech:61,can:[7,8,9,10,11,15,16,17,20,23,24,29,47,64],can_over_batch_s:[3,67],candid:[10,16],capi:27,capi_prvi:28,caption:69,card:48,care:[11,17,29],cat:[34,56,61,62,68],categori:[10,16,20,24,64],categorig:20,categoryfil:55,caus:24,ccb2_pc30:69,cde:[10,16],cdn:20,ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17],ceph:[26,54],certif:[23,54],cffi:27,cfg:55,cgo:27,chain:20,challeng:24,chanc:23,chang:[10,20,29,43,68],channel:[10,16,47],char_bas:66,check:[3,20,31,36,43,44,50],check_align:20,check_eq:44,check_fail_continu:3,check_l:44,check_sparse_distribution_batch:[49,50],check_sparse_distribution_in_pserv:[49,50],check_sparse_distribution_ratio:[49,50],check_sparse_distribution_unbalance_degre:[49,50],checkgrad:50,checkgrad_ep:50,checkout:43,chunk:9,chunk_schem:9,chunktyp:9,cifar:61,cifar_vgg_model:61,claimnam:56,clang:[27,34,43],class1:68,class2:68,class_dim:68,classic:[10,16],classif:[10,16,64,68,69],classifi:[9,62],classification_cost:[31,39,53,61,64],classification_error_evalu:[64,68,69],classification_threshold:9,clean:[31,43],client:54,clip:[7,12,15,50,64],clock:[10,16],clone:34,close:[3,29,43],cloud:24,cluster:[23,24,48,54,56],cluster_train:48,cmake:[28,31,33,43,45,47],cmakelist:44,cmatrix:[27,28],cna:[10,16],cnn:[10,16,55,64],code:[3,5,20,23,29,34,44,55,66],coded_stream:31,codedinputstream:31,coeff:[10,16],coeffici:[10,16],collabor:24,collect:[10,16,20,22],collectbia:44,color:[61,62],colour:20,column:[9,10,16,29],com:[10,11,16,17,20,34,36,43,54,55,62],combin:[10,11,16,17,20,22,66],command:[44,52,55,56,57,58],commandlin:[47,56],comment:[11,17,39,56,64],commit:55,common_util:[48,66],commun:24,compil:36,complet:[10,11,16,17,20,22,24,55,56],complex:[11,17,29],complic:[10,16],compos:[20,23],composenotalign:20,comput:[10,11,16,17,23,24,67,68],conat:16,conat_lay:10,concat:[10,69],concat_lay:42,concaten:[11,17],concept:23,concern:23,concurr:24,condit:[10,16,55],conf:[5,10,16,31,39,48,56,60,62,69],conf_paddle_gradient_num:56,conf_paddle_n:56,conf_paddle_port:56,conf_paddle_ports_num:56,conf_paddle_ports_num_spars:56,config:[7,10,11,15,16,17,32,44,48,49,50,52,53,54,55,56,61,64,66,67,68,69],config_:50,config_arg:[49,50,52,62,64,67,68],config_bas:[16,17,22],config_fil:67,config_gener:[48,66],config_lay:44,config_pars:[5,44],configprotostr:31,configur:[8,10,16,44,60,62,69],conflict:43,confront:69,conll05st:67,conll:[20,67],connect:[11,17,55,64],connectionist:[10,16,68],connor:68,consequ:[10,11,16,17],consid:[9,10,12,16,18],consider:[11,17],consist:[10,16,20,29],construct:[23,66],construct_featur:66,consum:24,contact:24,contain:[3,8,9,10,11,16,17,19,20,22,23,55,56,64],context:[3,10,11,16,17,20,42,54],context_attr:[11,17],context_len:[10,11,16,17,64,66],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,66],context_start:[10,11,16,17,64],continu:24,contrast:[10,16],control:[7,15,55,69],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:23,convert:[3,5,20,29,64,66],convlay:[10,16],convolut:[10,11,16,17,53],convoper:[10,16],convtran:[10,16],convtranslay:[10,16],cool:43,coordin:24,copi:[22,23,66],core:[7,15,28],corpora:69,corpu:[20,67],correct:[9,10,16],correctli:[9,20],correspoind:23,correspond:23,corss_entropi:23,cos:[10,16],cos_sim:66,cosin:[10,16],cost:[12,18,22,23,32,53,66,68,69],cost_id:10,could:[9,10,16,20,22,23,29],couldn:36,count:[24,29,47,50,52,55,66,67,68,69],counter:24,cpickl:66,cpp:[27,28,31,39,44,47,56,64,66,69],cpu:[3,7,10,15,16,30,34,36,47,52,55,56,67],cpuinfo:34,cpusparsematrix:28,crash:[24,47],creat:[7,10,15,16,20,22,23,24,26,43,44,55,56],create_bias_paramet:44,create_input_paramet:44,createfromconfigproto:5,creator:20,cretor:20,crf:[10,67],crf_decod:10,critic:68,crlf:43,crop:62,crop_siz:62,cross:[10,16,31,64],cross_entropi:[16,23],cross_entropy_with_selfnorm:16,crt:54,csc:44,cslm:69,csr:44,ctc:10,ctc_layer:9,ctest:[34,43],ctrl:[48,66],ctx:67,ctx_0:67,ctx_0_slot:67,ctx_n1:67,ctx_n1_slot:67,ctx_n2:67,ctx_n2_slot:67,ctx_p1:67,ctx_p1_slot:67,ctx_p2:67,ctx_p2_slot:67,cub:61,cuda:[36,47,48,50],cuda_dir:[49,50],cuda_so:[31,34],cuda_visible_devic:31,cudaconfigurecal:47,cudadevicegetattribut:47,cudaeventcr:47,cudaeventcreatewithflag:47,cudafre:47,cudagetdevic:47,cudagetdevicecount:47,cudagetdeviceproperti:47,cudagetlasterror:47,cudahostalloc:47,cudalaunch:47,cudamalloc:47,cudamemcpi:47,cudaprofilerstart:47,cudaprofilerstop:47,cudaprofilestop:47,cudaruntimegetvers:47,cudasetdevic:47,cudasetupargu:47,cudastreamcr:47,cudastreamcreatewithflag:47,cudastreamsynchron:47,cudeviceget:47,cudevicegetattribut:47,cudevicegetcount:47,cudevicegetnam:47,cudevicetotalmem:47,cudnn:[10,16,19],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[49,50],cudnn_convt:[10,16],cudnn_dir:[49,50],cudnnv5:33,cudrivergetvers:47,cuinit:47,cumul:[10,16],curl:54,current:[3,10,12,16,24,54,64],current_word:42,currentcost:[9,64,66,68,69],currentev:[9,64,66,68,69],curv:23,custom:23,custom_batch_read:29,cutoff:20,cycl:24,cyclic:[10,16],cython:27,dalla:3,dan:[26,67],darwin:54,dat:[20,48,66],data:[3,8,11,12,17,18,22,23,26,31,36,39,48,49,53,55,56,57,60,61,62,64,66,67,68,69],data_config:5,data_dir:[60,61,68,69],data_feed:20,data_fil:32,data_initialz:64,data_lay:[3,9,31,32,39,42,53,61,64,66,67],data_nam:20,data_provid:8,data_read:[20,29],data_reader_creator_random_imag:29,data_sourc:8,data_typ:[16,20],databas:20,datadim:[10,16],datalay:[10,16],dataprovid:[2,8,31,32,42,48,53,56,64,66,67],dataprovider_:64,dataprovider_bow:64,dataprovider_emb:64,dataproviderconvert:5,datasci:[10,16],dataset:[26,29,62,64,65,68,69],datasourc:[4,66],date:67,db_lstm:67,dcudnn_root:33,dead:24,deb:[36,43],decai:[12,18],decid:[23,29],declar:[10,11,16],decod:[10,11,16,17,41,42,69],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:[11,17],decoder_s:42,decoder_st:[11,17,42],deconv:[10,16],deconvolut:[10,16],decor:[3,20],deep:[10,16,47,61,62],deer:61,def:[3,5,10,16,20,23,26,29,31,32,39,42,44,56,62,64,66,67],defalut:[10,16],default_decor:56,default_devic:52,default_valu:52,defin:[3,8,9,10,11,16,17,20,23,24,29,31,64,66],define_py_data_sources2:[3,8,31,32,53,61,62,64,66],defini:69,definit:[20,24,60],degre:[10,16],del:66,delar:64,delet:[24,43],delimit:[9,66],demand:24,demo:[5,10,20,42,48,55,57,60,61,62,64,66,68,69],dens:[10,16,20,66],dense_vector:[3,5,16,20,32,66],dense_vector_sequ:20,depend:24,deriv:[14,23],des:26,descent:[10,12,16,24],describ:[23,55,64],descript:56,deseri:22,design:[10,16,20,27],desir:[24,55],detail:[7,10,11,12,15,16,17,18],detect:[9,43],determin:[10,16,20],dev:[31,34,43,61,66,69],develop:[30,43,69],deviat:[7,15],devic:[7,15,31,34,52],deviceid:52,devid:[10,16],dez:68,dfs:11,dict:[3,8,20,22,31,39,56,64,66,68,69],dict_dim:[31,39,68],dict_fil:[9,39,42,64,67],dict_nam:8,dict_siz:20,dictionai:64,dictionari:[3,8,9,10,20,22,23,31,64,69],dictrionari:64,dictsiz:69,diff:43,differ:[8,9,10,16,24],digit:[10,16],dim:[20,44,60,68],dimens:[10,14,16,19,20,31,64],dimes:[10,16],din:66,dir:[48,56,62,66,67,68,69],direct:[10,11,16,17],directli:[11,17],directori:[43,47,55],disabl:31,discard:[20,24,43,50],discount:[10,16],discov:24,discuss:23,disput:69,dist:26,dist_train:23,distanc:9,distribut:[10,16,50,57,58],distribute_test:[49,50],disucss:23,divid:[12,18],diy_beam_search_prob_so:[49,50],dmkl_root:33,do_forward_backward:29,doc:[5,11,17,20,34,45,56],doc_cn:45,docker:[30,31,34,43,55,56,57,58],docker_build:23,docker_push:23,dockerfil:[34,43,56],dockerhub:34,document:[11,17],documentari:3,doe:[11,17,24,29],doesn:[7,10,15,20,23,29],dog:[61,62],domin:26,don:[11,17,23,29],done:[10,11,16,17,24,47,56],dot:69,dot_period:[50,52,56,61,66,68,69],dotmuloper:[10,16],dotmulproject:[10,16],doubl:50,down:47,download:[20,24,55],download_cifar:61,doxygen:43,dpkg:36,dpython_execut:31,dpython_include_dir:31,dpython_librari:31,drop_rat:[7,15,53],dropout:[7,10,15,16],dropout_lay:10,dropout_r:[11,17],drwxr:55,dso_handl:36,dtoh:47,dtype:[5,32,62],dubai:69,due:[26,66],dure:[3,10,16,24,64,69],dwith_c_api:28,dwith_gpu:33,dwith_profil:47,dwith_python:28,dwith_swig_pi:28,dwith_tim:47,dynam:[3,28,29],dynamic_cast:44,each:[3,9,10,16,19,20,22,24,29,64,66],each_feature_vector:14,each_meta:66,each_pixel_str:3,each_sequ:[10,16,38,39],each_time_step_output:14,each_timestep:[10,16,38],each_word:3,eaqual:[10,16],eas:[20,29],easi:29,easier:[23,29],easili:[23,29],ec2:54,echo:[31,34,66,68],edit:9,edu:[20,55,61],efg:[10,16],either:[10,16,20,22,23,64],electron:55,elem_dim:[10,16],element:[9,10,11,16,17,20,22,29],elif:[23,66],els:[10,23,26,34,39,44,62,64,66],emb1:39,emb2:39,emb:[31,39,55,64],emb_group:39,emb_sum:31,embed:[10,23,60,66,68],embedding_lay:[31,39,42,64,66],embedding_nam:42,embedding_s:42,empir:[10,16],emplace_back:44,empti:[9,20,24,32],enabl:[7,15,47],enable_grad_shar:[49,50],enable_parallel_vector:50,enc_proj:[11,17,42],enc_seq:[11,17],enc_vec:42,encod:[11,17,39,69],encoded_proj:[11,17,42],encoded_sequ:[11,17,42],encoded_vector:42,encoder1:39,encoder1_expand:39,encoder1_rep:39,encoder2:39,encoder2_rep:39,encoder_last:10,encoder_proj:42,encoder_s:42,end:[9,10,16,29,42,43,67,68],end_pass:23,enditer:[22,23],endpass:[22,23],endtrain:23,english:[10,16,69],ensembl:[11,17],ensur:24,entir:[10,11,16,17],entri:20,entropi:[10,16,64],enumer:[10,14,31,64,66],enumerate_data_types_of_data_lay:20,env:[31,56],environ:[23,31,47,55],eol:43,eos:10,eos_id:[10,16,42],epsilon:[12,18],equal:[10,11,12,16,17,24,39],equat:[10,11,12,16,17,18],equival:[10,16,23],error:[7,9,10,12,15,16,18,23,31,50,64,66,68,69],error_clipping_threshold:[7,15,39],errorr:9,especi:[11,17],essenc:23,essenti:[10,23],est:26,estim:[10,16,23],eta:55,etc:[12,20,29,69],etcd:24,eth0:[48,53,56],euro:26,europ:26,european:26,eurozon:26,eval:[9,64,66,68,69],eval_bleu:69,evalu:[4,10,16,22,47,48,53,66,68,69],evaluate_pass:68,evaluator_bas:9,even:[23,29],event:55,event_handl:[22,23],everi:[9,10,11,17,20,23,24],exactli:[9,10,11,16,17],exampl:[8,9,10,11,12,16,17,18,20,22,29,62,64],exc_path:31,exceed:10,except:[20,66],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exe:54,exec:34,execut:24,exist:[23,24,29,68],exit:55,exp:6,expand:[10,38],expand_a:[10,16,38,39],expand_lay:39,expand_level:[10,16,38],expandconvlay:[10,16],expandlevel:[10,16,38],expect:[10,16],expir:24,explain:[9,24],explan:[10,16],explicit:44,explicitli:23,explor:10,exponenti:14,express:23,extend:66,extens:12,extent:28,extern:[27,28],extra:[10,11,15,16,17],extra_lay:22,extraattr:[7,15,52,53],extraattribut:[16,17],extraattributenon:16,extract:[10,16,60,62,67],extract_fea_c:62,extract_fea_pi:62,extralayerattribut:[7,10,11,15,39],extralayeroutput:11,extrapaddl:17,extrem:10,f1205:31,f120da72:55,fa0wx:55,fabric:48,facotr:[10,16],factor:[7,10,12,15,16,18],factori:27,fail:[24,31,36,50,55],failur:24,fake_imag:29,fals:[7,9,10,11,12,15,16,17,18,20,29,31,32,39,42,44,52,55,60,64,66,67,68,69],false_label:29,false_read:29,faq:59,fast:[10,16,47],faster:[10,11,16,17,24],fbd1f2bb71f4:55,fc1:[44,52],fc2:52,fc3:52,fc4:52,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[31,32,39,52,53,64,66],fc_layer_nam:11,fc_mat:22,fc_name:17,fc_param:31,fc_param_attr:[11,17],fclayer:44,fdata:[39,67],fea:62,fea_output:62,feat:68,featur:[3,10,14,16,20,43,62,64,66,67],feature_a:31,feature_b:31,feature_map:66,feed:[11,17,20,22,23],feeder:20,fernan:68,festiv:3,fetch:[20,24,43],few:[24,29],fewer:10,fg0:[10,16],field:[10,16,22,66],figur:[23,60,69],file1:69,file2:69,file:[3,9,10,16,20,22,23,24,26,28,29,43,62,64,65,66,68,69],file_list:3,file_nam:[32,39,62,64,67],filenam:[3,31,66],filer:[10,16],fill:[10,16,24,64],filter:[10,16],filter_s:[10,11,16,17,53],filter_size_i:[10,16],find:[10,12,16,18,24,36],fine:[7,15],finish:[24,55],first:[10,16,20,23,24,64,66],first_seq:42,firstn:20,firstseen:55,fit:20,fix:[7,15,27,43],flag:20,flexiabl:29,flexibl:[10,11,17,23],flight:69,float32:[5,20,29,32,62],floor:[10,16],flow:30,fly:64,folder:69,follow:[9,10,11,12,16,17,18,20,23,24,29,57,58,66],food:26,forbid:23,forc:26,force_load:27,forget:[12,18,23],form:[11,12,17,18],format:[9,43,44],former:23,formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,44],forwardactiv:44,forwardtest:5,found:[10,16],frame:9,framework:[23,64],free:20,french:69,frequenc:20,frequent:29,frog:61,from:[3,5,10,11,16,17,20,22,24,29,31,32,34,41,47,53,55,60,61,64,66,67,68,69],from_sequ:38,from_timestep:[10,16,38],fromfil:[29,32,62],fulfil:47,full:[10,16,24],full_matrix_project:[11,17,39,42,53],fulli:64,fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnectedlay:44,func:[3,20],further:10,fusion:66,gain:[10,16],gamma:62,gan:23,gate:[10,11,16,17],gate_act:[10,11,16,17,39],gate_recurr:[10,16],gather:[10,66],gauss:[7,15],gcc:[27,34],gce:54,gcepersistentdisk:54,gdebi:36,gen:[10,69],gen_conf:69,gen_data:69,gen_result:69,gen_trans_fil:42,gender:[20,56,66],gener:[3,9,10,11,16,17,20,22,23,24,29,47,52,56,60,64,69],generatedinput:[41,42],genr:[56,66],gereat:9,get:[3,10,11,16,17,20,22,36,44,55,61,64,66,67,68],get_batch_s:67,get_best_pass:68,get_config_arg:[52,64,66,68],get_data:[55,64,67],get_dict:20,get_embed:20,get_imdb:68,get_input_lay:44,get_model:62,get_movie_title_dict:20,get_output_attr:17,get_output_layer_attr:11,get_sample_from_lin:31,get_shap:22,get_word_dict:20,getbatchs:44,getenv:[23,26,56],gethostbynam:56,gethostnam:56,getidmap:56,getinput:44,getinputgrad:44,getinputvalu:44,getoutputgrad:44,getoutputvalu:44,getparameterptr:44,getpodlist:56,getsiz:44,gettranspos:44,getw:44,getweight:44,getwgrad:44,gildea:67,gist:[11,17],git:[30,34,43],github:[10,11,16,17,34,36,43,62],give:[3,24],given:[20,22,29,64],global:[7,12,15,23,24,47,66],global_learning_r:[7,15],globalstat:47,globalstatinfo:47,globe:3,glusterf:54,godoc:27,goe:[10,11,16,17,24],good:[10,16,29],goodfellow13:[10,16],googl:[23,31],googleapi:54,gpu:[7,10,12,15,16,19,30,31,34,36,47,52,62,67,68,69],gpu_id:[31,50,52],gpugpu_id:49,grab:24,grad:50,grad_share_block_num:[49,50],gradient:[7,9,10,12,15,16,18,22,24,50,56,64],gradient_clipping_threshold:[7,12,15,64,68],gradient_machin:[22,28],gradient_serv:53,gradientmachin:[5,22,28,56,66,69],gradientserv:53,gram:60,graph:[10,22,24],grave:68,greater:[10,16],grep:[34,68],groudtruth:42,ground:[9,10,16,69],group:[11,17],group_id:66,group_input:[39,42],grouplen:[20,65],gru:[10,16,64],gru_attr:17,gru_bias_attr:[11,17],gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[60,69],gru_layer_attr:11,gru_memori:[11,17],gru_siz:64,gru_step:[17,42],gru_step_lay:[11,42],grumemori:[11,17,42],gserver:[10,44],gsizex:47,guid:55,gur_group:[11,17],gzip:55,hadoop:23,handl:[23,29],handler:22,handwrit:68,harvest:64,has:[10,11,12,16,17,18,20,23,24,47,64,67],has_kei:22,hassubseq:39,have:[9,10,11,16,17,20,23,24,29],hdf:26,head:68,header:[28,32,62,66],height:[10,16,20,27,29,44],held:24,hello:23,help:[5,43],helper:[8,10,11,16,17],here:[7,10,11,15,16,17,20,23,24,29],heurist:[10,69],hidden1:53,hidden2:53,hidden:[10,11,16,17,31,66],hidden_a:31,hidden_b:31,hidden_dim:39,hidden_s:[11,17,66],hierach:41,hierarch:[10,16,39],high:[7,15],highest:20,highli:20,him:23,hint:5,hl_dso_load:36,hl_get_sync_flag:44,hold:[23,24],home:[48,55,56],hook2:39,hook:[39,66,67],horizont:[10,16],hors:61,horst:68,host:[48,55],hostnetwork:56,hostpath:[54,55,56],hot:64,hous:[3,20],how:[7,10,15,16,23,24],howardjohnson:39,howev:[11,17,29],howto:56,hpp:27,html:[20,61],htod:47,http:[10,11,16,17,20,34,36,43,54,55,61,62,65,69],huber:[10,16],huge:[10,16],huina:68,hyper:[10,16],hyperplan:20,i0601:66,i0706:69,i0719:69,i1116:56,i1117:47,ib0:48,ics:20,icwsm:68,id_input:[9,42],idea:[10,16,29],identityoffsetproject:[10,16],identityproject:[10,16],idmap:56,ids:[9,10,16,31,64,66],idx:44,ieee:68,ignor:[3,9,10],ijcnlp:68,illustr:24,ilsvrc:62,imag:[19,20,23,26,29,43,55,56,57,58,61,62,69],image1:26,image2:26,image3:26,image4:26,image5:26,image6:26,image_a:29,image_b:29,image_classif:61,image_fil:29,image_lay:29,image_list_provid:62,image_nam:23,image_path:29,image_provid:61,image_reader_cr:29,image_s:62,imagepullpolici:56,imageri:[10,16],images_reader_cr:29,imdber:68,img:[3,10,16,53,61],img_conv:17,img_conv_lay:11,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:61,imgsiz:47,imgsizei:47,imgsizex:47,immutable_paramet:23,implement:[10,11,12,16,17,18,20,27,28],importerror:66,inarg:5,inc_path:31,includ:[10,11,16,17,20,23,27,28,43,47],incorrect:[10,16],increas:[24,31],incupd:44,inde:[20,29],independ:[10,16],index:[9,10,16,19,20,22,24,39,66],indexslot:10,indic:[9,10,16],individu:24,industri:24,infer:[23,24,27],infiniband:48,inflat:26,info:[9,10,16,20,39,44,48,56],inform:[9,20],ininst:23,init:[7,15,44,56,66,67],init_hook:[39,64,66,67],init_hook_wrapp:8,init_model_path:[49,50,52,60,64,67],initi:[3,7,10,15,16,20,50,64],initial_max:[7,15,31],initial_mean:[7,10,15,16,31],initial_min:[7,15,31],initial_std:[7,10,15,16,31],initpaddl:5,inlcud:[11,17],inner:[31,39],inner_:39,inner_mem:39,inner_param_attr:[11,17],inner_rnn_output:39,inner_rnn_st:39,inner_rnn_state_:39,inner_step:39,inner_step_impl:39,input1:[10,11,16,17],input2:[10,16],input:[3,9,10,11,14,16,17,19,20,22,29,31,32,38,39,41,42,44,52,53,56,60,61,64,66,67,69],input_data:44,input_data_target:44,input_featur:14,input_fil:[32,67],input_hassub_sequence_data:44,input_id:[10,16],input_imag:[11,17,61],input_index:44,input_label:44,input_lay:[10,44],input_nam:23,input_sequence_data:44,input_sequence_label:44,input_sparse_float_value_data:44,input_sparse_non_value_data:44,input_t:44,input_typ:[31,32,39,42,64,66],inputdef:44,inputlayers_:44,inputtyp:20,insert:43,insid:[9,10,16,24,29],instal:[31,36,43,48,55,61,66],instanc:[10,12,16,24],instanti:24,instead:[10,16,19,29],int32:[50,53],integ:[3,9,10,16,20,27,64],integer_sequ:31,integer_valu:[3,20,31,39,64],integer_value_sequ:[3,20,39,42,64,67],integer_value_sub_sequ:39,integr:67,inter:[10,16],intercept:[10,16],interfac:[7,10,11,15,16,17,48],intergr:[10,16],intern:[10,11,17,20,22],internet:24,interpol:10,interpret:9,introduc:24,invalid:29,invok:[3,10,22,47,66],iob:9,ioe:9,ip_str:56,ipc:54,ips:56,ipt:[10,16,31,39,42],ipython:23,is_async:12,is_gener:[10,60,69],is_kei:66,is_layer_typ:10,is_loc:22,is_predict:[64,66,68],is_seq:[10,42,66],is_sequ:66,is_stat:[7,15],is_test:[62,67,68],is_train:3,isinst:5,ispodallrun:56,isspars:44,item:[10,16,20,22,29,56],iter:[3,10,11,12,17,18,20,22,23,24,26,29],its:[3,9,10,11,16,17,23,24,36,47],itself:[11,17,24],java:27,jeremi:47,jie:[67,68],jmlr:[10,16],job:[9,20,48,49,50,52,54,56,62,64,67,68,69],job_dispatch_packag:48,job_id:20,job_mod:60,job_nam:56,job_namespac:56,job_path:56,job_path_output:56,job_workspac:48,jobnam:56,jobpath:56,jobselector:56,johan:68,join:[24,39],joint:69,jointli:[11,17,69],journal:[67,68],jpg:[26,62],json:[48,55,66],jth:[11,17],jupyt:34,just:[9,10,11,14,16,17,20],jypyt:23,k8s:56,k8s_data:56,k8s_job:23,k8s_token:23,k8s_train:56,k8s_user:23,kafka:26,kaim:[10,16],kaimingh:62,kebilinearinterpbw:47,kebilinearinterpfw:47,keep:[10,16,24],kei:[3,20,22,24,43,47,54,56,66],kernel:[10,16],key1:50,key2:50,keyword:56,kill:24,kind:[23,24,54,55,56],kingsburi:67,know:[11,17,23],kriz:[20,61],ksimonyan:[11,17],kube:54,kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeadm:54,kubectl:[54,55,56],kuberent:24,kubernet:[23,24,46,48,56,57,58],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,18,20,39,64,66,67],l1_rate:[7,15],l2_rate:[7,15],l2regular:[53,61,64,68],label:[3,9,10,12,16,18,20,22,26,29,31,32,39,53,55,61,62,64,66,67,68],label_dict:67,label_dim:[10,16,39,64],label_fil:[29,67],label_lay:[10,29],label_list:67,label_path:29,label_slot:67,labeledbow:68,labelselector:56,lag:50,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,20,60],larg:[19,20,43,69],larger:[7,9,10,12,15,16],last:[9,10,11,16,17,38,39],last_seq:39,last_time_step_output:10,lastseen:55,later:64,latest:[10,16,24,31,55,56],launcher:23,layer1:[10,11,16,17,38],layer2:[10,16,38],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,29,38,41,42,44,53,62,64,66,67],layer_0:44,layer_attr:[10,16,42,52,53],layer_num:[52,62],layer_s:[10,16],layer_typ:[10,16],layerbas:44,layerconfig:44,layergradutil:44,layermap:44,layeroutout:[10,16],layeroutput:[9,11,53,66],layers_test:31,lbl:[9,61],ld_library_path:[36,48],learn:[7,9,10,11,12,15,16,17,18,20,23,29,34,47,61,62,67,68,69],learnabl:[10,16],learning_method:[12,32,53,60,61,64,66,68,69],learning_r:[7,12,15,31,32,53,60,61,64,66,68,69],leas:24,least:[9,10,16,24],lecun:20,left:[10,16],leman:69,len:[3,10,16,39,42,44,56,64,66,67],length:[10,11,16,17,20,55],less:[10,16,23],less_than:23,let02:55,let:[10,16,23],level:[7,10,15,16,41],lib64:[31,34,36,48,50],lib:[28,33,36],lib_path:31,libari:28,libcuda:[31,34],libjpeg:61,libnvidia:[31,34],libpaddl:[27,28,43],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:31,librari:[10,16,28,36,48,50],life:24,like:[9,10,16,20,24,29,62],limit:[10,20,31,47],line:[3,9,20,31,39,43,52,64,66,67],line_count:31,linear:[6,10,16],linear_comb:10,linearactiv:[10,32],linguist:67,link:[10,11,16,17,41,68],linux:[34,54],lipeng:60,lipton:68,list:[2,3,8,9,10,11,16,20,22,23,26,32,48,52,53,61,62,64,66,67,68,69],lium:69,live:24,liwicki:68,load:[10,16,23,24,32,56,62,66,67,68,69],load_data_arg:5,load_featur:62,load_feature_c:62,load_feature_pi:62,load_missing_parameter_strategi:[49,50,52,60,67],loadparamet:5,loadsave_parameters_in_pserv:[49,50],local:[7,15,24,33,36,45,48,49,50,56],localhost:[34,54],localip:56,lock:24,log:[6,31,44,48,50,55,56,61,66,67,68,69],log_barrier_abstract:[49,50],log_barrier_lowest_nod:[49,50],log_barrier_show_log:[49,50],log_clip:[49,50],log_error_clip:[49,50],log_period:[50,52,55,56,61,64,66,67,68,69],log_period_serv:[49,50],logarithm:14,logger:[3,39],logist:64,look:[3,9,64],loop:29,loss:[10,16,64],low:[10,16],lpaddle_capi_shar:28,lpaddle_capi_whol:28,lst:66,lstm:[10,16,39,42,55,64],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17,39],lstm_group_input:39,lstm_input:39,lstm_last:39,lstm_layer_attr:[11,39],lstm_nest_group:39,lstm_output:39,lstm_size:64,lstm_step:[11,17],lstmemori:[11,17,39,42],lstmemory_group:[10,39],ltr:[10,16],mac:[28,34],machan:[11,17],machin:[10,11,12,16,17,20,22,41,68,69],made:24,mai:[8,9,10,16,29],main:5,maintain:10,major:69,make:[3,10,23,24,29,36,43,44,47,68],manag:24,mandarin:[10,16],mani:[10,11,16,17],manufactur:69,mao:68,map:[10,16,20,22,23,66],map_read:20,mapreduc:23,marcu:68,mark:67,mark_slot:67,market:68,martha:67,mask:[7,10,15,16],master:[23,30,54,68],mat:[27,28],mat_param_attr:[11,17],math:[11,17,27,44,47],matirx:[10,16],matplotlib:61,matrix:[9,10,11,16,17,20,22,27,28,44],matrixptr:44,matrixtyp:28,max:[7,10,13,15,16,20,47,52,66],max_id:[16,22],max_job_id:20,max_length:[10,42],max_movie_id:20,max_sort_s:[10,16],max_user_id:20,maxid:[9,10],maxid_lay:9,maxim:[10,16],maximum:[9,20],maxinum:19,maxout:10,maxpool:[10,16,38],mayb:[10,11,16,17],md5:[20,25],mean:[7,9,10,11,12,15,16,17,18,19,20,22,29,31,50,62,64,66],mean_img_s:61,mean_meta:62,mean_meta_224:62,mean_valu:62,mechan:[10,11,17],meet:67,mem:[10,39],member:23,memcpi:47,memori:[11,17,42,47,55,64],memory_nam:10,memory_threshold_on_load_data:[49,50],memoryv2:16,mere:[11,17],merg:43,mergedict:[60,69],messag:[43,55],meta:[48,61,62,66],meta_config:[48,66],meta_fil:66,meta_gener:[48,66],meta_path:61,meta_to_head:66,metadata:[55,56],metal:54,metaplotlib:23,method:[3,8,10,11,12,16,18,22,66,69],mfs:56,might:[10,16],million:20,min:[7,15,47,52,66],min_pool_s:[3,31,53],mini:[10,16,20,22,24],mini_batch:29,minibatch:[10,16],minibatch_data:20,minikub:54,minim:[12,18],minimum:[10,16],minut:24,miss:67,mix:[11,17,53],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,39,42,53,67],mixed_layer_attr:11,mixedlayertyp:10,mkl:33,mkl_root:33,ml_data:[48,66],mnist:[3,5,26,29],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:29,mnist_train:[3,29],mnist_train_batch_read:29,mnt:56,mod:67,mode:[10,16,43,56,68],model:[10,11,12,16,17,20,24,25,52,53,60,61,64,66,67,68,69],model_averag:12,model_config:5,model_list:[50,52,67,68],model_output:68,model_path:52,model_zoo:[60,62],modelaverag:12,modifi:43,modul:[3,8,11,17,20,22,31,32,53,61,62,64,66],modulo:[10,16],momentum:[7,12,15,31,64],momentumoptim:[32,61],mon:55,mono:[10,16],month:69,mood:68,moosef:54,more:[9,10,11,16,17,20,23,24,29,31,47],morin:[10,16],mose:[68,69],moses_bleu:69,mosesdecod:68,most:[10,20,23,29],mountpath:[55,56],move:[10,16,24],movi:[3,20,66],movie_categori:20,movie_featur:66,movie_head:66,movie_id:[56,66],movie_info:20,movie_meta:66,movie_nam:66,movie_review:20,movieinfo:20,movielen:65,moving_average_fract:[10,16],mpi:48,mse:10,mse_cost:[32,66],much:[10,16,24,29],mul:44,multi:[10,16,62,69],multi_binary_label_cross_entropi:16,multi_crop:62,multinomi:[10,16],multipl:[9,10,11,16,17,20,23],multipli:[9,10,16],must:[9,10,11,14,16,17,29,36,44],my_local_read:26,mypaddl:[55,56],name:[3,7,8,9,10,11,15,16,17,19,20,22,23,24,26,28,31,32,34,39,42,44,47,52,53,54,55,56,57,58,61,64,66,69],namespac:[27,44,54,55,56],nativ:[10,16],nchw:[10,16],ndarrai:22,ndarri:22,ndcg:[10,16],ndcg_num:[10,16],necessari:[10,16,64],need:[10,11,16,17,20,23,31,47,56,64],neg:[3,9,10,16,64,67,68],neg_distribut:[10,16],nest:20,net:[10,11,16,17,68],net_conf:68,net_diagram:62,network:[4,5,7,9,10,12,15,16,18,20,21,22,23,24,29,39,48,52,56,60,61,62,66,67,68,69],network_config:52,neural:[10,11,12,16,17,18,20,22,23,24,39,41,60,66,67,68,69],neuralnetwork:[10,16],never:[20,29,55,56],next:[3,10,20,24],nfs:56,nfsdir:56,nginx:34,nic:[48,49,50,53,56],nine:20,nlp:10,nltk:20,nmt:69,nnz:44,no_cach:3,no_sequ:[3,66],noah:68,noavx:34,node0:56,node:[10,16,54,55,56],node_0:56,node_1:56,node_2:56,nodebook:34,nodefil:48,nois:[10,16,24],non:[10,16,24],none:[3,5,7,8,9,10,11,12,15,16,17,18,19,20,22,23,32,42,62,64],norm_by_tim:[10,16],normal:[10,11,16,17,20,55,56,62],notat:[10,16],note:[7,10,11,12,15,16,17,19,22,23,29,36,68],noth:[14,22,43],novel:68,now:[10,16,24,41],np_arrai:20,ntst1213:69,ntst14:69,nullptr:[36,44],num:[10,16,48,50,56,67,68,69],num_channel:[10,11,16,17,53,61],num_chunk_typ:9,num_class:[10,11,16,17,61],num_filt:[10,11,16,17,53],num_gradient_serv:[49,50,53],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[22,32,49,50,52,55,56,64,66,67,68,69],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[9,10,16,20,24,29,69],numchunktyp:9,numdevices_:52,numlogicaldevices_:52,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,29,32,62],numsampl:47,numtagtyp:9,nvcc:34,nvidia:[31,34],obj:[3,8,31,32,53,61,62,64,66],object:[3,7,8,9,10,11,12,15,16,17,18,20,22,23,27,47,64,66],observ:[12,18],occup:[56,66],occur:[20,22],oct:55,odd:[10,16],off:[28,33,34,36,43],offlin:[24,26],offset:[10,16,66],often:9,ograd:44,omit:[31,64],on_init:3,onc:[10,24],one:[3,8,9,10,11,12,14,16,17,18,19,20,23,24,26,29,64,67,68],one_host_dens:66,one_hot_dens:66,onli:[9,10,11,16,17,19,20,22,23,39,41],onlin:[12,18,24,26,29],open:[3,10,16,23,29,31,32,39,62,64,66,67],openbla:33,openblas_root:33,oper:[10,11,12,16,17,18,53],opinion:68,opt:[23,33,56],optim:[4,7,15,21,22,31,53],option:[9,10,16,23],order:[10,11,16,17,20,29,56],org:[10,11,16,17,20,34,65],organ:[10,16],origin:[10,16,20,43],other:[9,10,11,12,16,17,20,24,64,66],otherchunktyp:9,otherwis:[8,10,16,20,23,24,29],our:23,out:[10,16,22,23,39,41,42,53,61],out_dir:56,out_left:[10,16],out_mem:42,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outer:39,outer_mem:39,outer_rnn_st:39,outer_rnn_state_:39,outer_step:39,output:[7,9,10,14,15,16,17,19,20,22,23,29,31,32,39,42,48,52,53,55,56,60,61,62,64,66,67,68],output_:[10,16],output_dir:62,output_fil:67,output_id:[10,16],output_lay:[22,62],output_max_index:19,output_mem:[10,16,42],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17],outv:44,over:[10,11,16,17,23],overrid:24,packag:[20,31],pad:10,pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,31,32,34,36,43,44,45,47,48,52,53,55,56,60,61,64,66,67,68,69],paddle_error:[27,28],paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[48,56],paddle_output:55,paddle_port:[48,56],paddle_ports_num:[48,56],paddle_ports_num_for_spars:48,paddle_ports_num_spars:56,paddle_process_by_paddl:56,paddle_pserver2:48,paddle_root:60,paddle_server_num:56,paddle_source_root:60,paddle_train:[28,30,48,56],paddle_train_loc:26,paddledev:[31,34,55,56],paddlepaddl:[10,11,12,16,17,20,24,29,31,34,36,42,43,47,48,53,57,58,60,67],pair:9,palceholder_just_ignore_the_embed:60,palmer:67,paper:[10,16,69],para:60,paraconvert:60,parallel:[47,52,55,56,69],parallel_nn:[7,15,49,50],param:[7,10,15,16,66],param_attr:[10,11,16,17,31,32,42],paramattr:[7,10,15,16,31,32,42],paramet:[4,9,10,11,12,16,17,18,19,20,21,25,29,50,53,56,66,67,68,69],parameter_attribut:[10,16],parameter_block_s:[49,50],parameter_block_size_for_spars:[49,50],parameter_learning_r:[7,15],parameter_nam:[22,23],parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parameterclient2:56,parametermap:44,parameters_:44,parameterset:23,parametris:[12,18],paramutil:66,paraphras:[60,69],paraphrase_data:60,paraphrase_model:60,paraphrase_modeldata:60,paraspars:44,parent:10,pars:[20,66],parse_config:5,parse_known_arg:56,parsefromstr:31,parser:56,part:[66,68],partial:[10,16],partit:24,paserv:56,pass:[3,8,10,16,20,22,24,26,29,31,32,43,47,50,52,55,56,61,64,66,67,68,69],pass_id:22,pass_idx:29,passtyp:44,past:23,path:[9,20,22,24,29,36,48,50,54,55,56,67,68],pattern:[20,24,27,66,68],paul:67,paus:24,pave:69,pdf:[10,11,16,17],pem:23,pend:24,penn:67,per:[10,20,24,29],perform:[10,11,16,17,47,49],period:[24,50,67,68,69],perl:[68,69],peroid:[10,16],persistentvolum:54,persistentvolumeclaim:[54,56],person:23,pickl:66,picklabl:8,pid:54,piec:[10,11,16,17],pillow:61,pip:[31,43,48,61,66],pixel:[3,10,16,20,53],pixels_float:3,pixels_str:3,place:[3,24],plain:[9,10,16,22,28],plan:24,pleas:[7,10,11,12,15,16,17,18,23,24,29,31,36,56],plot:[23,61],plotcurv:61,png:61,pnpairvalid:49,pod:[54,55,56],podip:56,podlist:56,point:[24,47],polar:20,poll:68,pool3:44,pool:[4,11,17,21,53,66],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17,53],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,31,64,66],pooling_typ:[10,16,31,38,64],poolingtyp:19,port:[48,49,50,53,55,56],port_num:49,ports_num:[50,53,56],ports_num_for_spars:[49,50,52,53,56],pos:[66,68],pose:24,posit:[3,9,10,16,20,64],positive_label:9,posix:54,possibl:23,potenti:47,power:10,practic:[8,10,16],pre:[10,11,17,20,23,60,68,69],pre_dictandmodel:60,precis:9,pred:[64,67],predetermin:10,predic:[20,67],predicate_dict:67,predicate_dict_fil:67,predicate_slot:67,predict:[3,5,9,10,12,16,18,22,31,48,53,60,61,62,64,66,67,68],predict_fil:[49,50],predict_output_dir:[49,50,64],predict_sampl:5,predin:61,prefer:54,prefetch:44,prefix:24,pregrad:44,premodel:60,prepar:57,preprocess:[20,48,60,61,64,66,68,69],present:[23,43],prev_batch_st:[49,50],prevent:[12,18,23,24],previou:[10,11,16,17,24],price:[20,26],principal:26,principl:23,print:[5,7,15,22,23,32],printallstatu:47,printer:9,printstatu:47,prite:9,privat:[28,43],prix:26,prob:[9,22],probabilist:[10,16,60],probabl:[9,10,16,22],problem:[10,12,16,18,23],proc:34,proce:[20,24,29],proceed:[10,16,67],process2:39,process:[3,7,8,10,11,12,15,16,17,23,26,31,32,39,42,53,56,64,66,67],process_predict:64,process_test:8,process_train:8,processdata:[61,62],processor:47,prod:[34,43],produc:[11,17,20,24,29],productgraph:55,profil:47,proflier:47,prog:56,program:[20,23,29,47,56],progress:24,proj:[10,16],project:[10,11,16,17,28,53],promis:[10,11,17],prone:23,prop:67,propag:[12,18],properli:64,proposit:67,protect:44,proto:19,protobuf:31,provid:[8,10,16,20,23,31,32,39,49,53,64,66,67],prune:10,ps_desir:24,pserver:[48,49,50,53,56],pserver_id:25,pserver_num_thread:[49,50],pseudo:23,psize:44,ptr:28,pull:30,purpos:[24,47],push:56,push_back:44,put:[24,64],pwd:[34,43],py_paddl:[5,20,45],pydataprovid:[31,53],pydataprovider2:[3,5,32,53,56,66],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[8,22,23,27,30,31,34,43,44,45,48,60,61,62,66,67,68,69],pythonpath:[31,61],pzo:68,queri:[10,16,69],question:[10,16,23],quick:55,quick_start:[55,56,57,64],quick_start_data:55,quickstart:55,rac:[10,16],rais:20,ramnath:68,ran:47,rand:[47,50,52,67],random:[7,10,15,16,20,29,32],rang:[10,16,20,29,56,64],rank:[10,16,23,62,64],rapid:26,rare:3,rate:[7,9,12,15,18,20,48,56,66],ratio:50,raw:[10,16,26],raw_meta:66,rdma_tcp:[49,50],reach:24,read:[3,20,22,23,24,29,32,62,64,66],read_from_realistic_imag:23,read_from_rng:23,read_lock:25,read_mnist_imag:23,read_next_from_fil:31,read_ranking_model_data:23,reader:[22,26],reader_creator_bool:29,reader_creator_random_imag:[20,29],reader_creator_random_image_and_label:[20,29],readi:[24,55],readm:[28,43,66,68],real:29,real_process:3,realist:23,reason:[10,11,17,23,24,55],recal:9,receiv:[8,24],recognit:[10,16,62,68],recommend:[11,17,23,48,56,66],record:[66,67],recordio:23,recov:24,rectangular:[10,16],recurr:[39,40,67,68],recurrent_group:[11,17,39,41,42],recurrent_lay:11,recurrentgradientmachin:28,recurrentgroup:9,reduc:[12,18],ref:66,refer:[7,8,10,11,12,15,16,17,18,24,33],referenc:10,reference_cblas_root:33,refine_unknown_arg:56,regex:66,register_gpu_profil:47,register_lay:44,register_timer_info:47,registri:55,regress:9,regular:[7,12,15,53,61,64,68],rel:[11,17],relat:[8,24,66],relationship:20,releas:[30,36,54,67],reliabl:24,relu:[6,10,16],reluactiv:10,rememb:10,remot:[7,15,43,48,50,52],remov:[20,43],reorgan:[10,16],repeat:10,repres:[10,12,16,20,64],represent:64,request:[24,30,55,69],requir:[9,10,16,23,24,48,66],res5_3_branch2c_bn:62,res5_3_branch2c_conv:62,res:67,research:[10,16,20,61],reserveoutput:44,reset:[10,16,24],reshap:29,reshape_s:[10,16],residu:62,resnet_101:62,resnet_152:62,resnet_50:62,resolv:55,respons:[10,16,55],rest:[10,16],restart:[24,55],restartpolici:[55,56],resu:29,result:[3,9,10,14,16,22,47,64,69],result_fil:[9,42],ret_val:66,return_seq:[11,17],reuqest:30,reus:29,reveal:23,revers:[10,11,16,17,41,42],review:[20,43,55,68],reviews_electronics_5:55,rewrit:69,rgb:[10,16],rgen:68,rho:[12,18],right:[10,16],rmsprop:[12,64],rmspropoptim:66,rnn:[10,11,17,41,42,49,68],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_state:39,rnn_state_:39,rnn_step:10,rnn_use_batch:[49,50],rnnlm:20,robot:61,role:[20,23,67,68],roman:68,root:[12,18,19,34,48,55,56,60],root_dir:48,rot:[10,16],rotat:10,routin:66,routledg:68,row:[9,10,16,20],row_id:[10,16],rstrip:56,rtype:[10,16,66],run:[23,24,31,34,43,47,48,55,56,57,58,66],runinitfunct:[47,56],runtim:[3,31],s_fusion:66,s_id:66,same:[3,8,9,10,11,16,17,23,39,64],samping_id:[10,16],sampl:[3,9,20,64,66,68,69],sample_id:9,sample_num:9,santiago:68,save:[3,10,16,20,24,55,66,67,68,69],save_dir:[32,50,52,55,56,61,64,66,67,68,69],save_only_on:[49,50],saving_period:[49,50,56],saving_period_by_batch:[49,50,52],saw:3,scalar:[10,16],scale:[10,14,66],scalingproject:[10,16],scatter:10,scheduler_factor:[7,15],scheme:[9,12],schmidhub:68,schwenk:69,scienc:68,score:[9,10,16,66],script:[20,45],seaplane_s_000978:61,search:[10,24,42,69],seat:69,second:[10,16,20,23,29,64,66],sed:68,see:[10,11,16,17,23,24,31,64],seed:[47,50],segment:9,sel_fc:[10,16],select:[10,16],selectiv:[10,16],selector:55,self:44,selfnorm:[10,16],semant:[20,23,30,67,68],semantic_role_label:42,semat:23,sen_len:67,send:24,sens:10,sent:[23,55],sent_id:42,sentanc:31,sentenc:[3,10,20,39,42,67],sentence_last_state1:39,sentence_last_state2:39,sentiment:[3,67,68],sentiment_data:68,sentiment_net:68,sentimental_provid:3,sentimental_train:3,separ:[9,64,66],seq:[10,16,39,66],seq_pool:[10,16,38],seq_text_print:9,seq_to_seq_data:[60,69],seq_typ:[20,66],seqlastin:39,seqtext_printer_evalu:42,seqtoseq:[10,31,42,60,69],seqtoseq_net:[10,42,60,69],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,31,39,41,64,66,68,69],sequence_conv_pool:64,sequence_layer_group:[10,39],sequence_nest_layer_group:[10,39],sequencegen:39,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[10,16,67],seri:[11,17,39,68],serial:22,server:[23,48,50,53,54,56],serverless:24,set:[3,7,9,10,11,15,16,17,20,22,23,24,31,32,39,42,47,48,53,55,60,61,62,64,66,67,68,69],set_active_typ:44,set_default_parameter_nam:[7,15],set_drop_r:44,set_input:10,set_siz:44,set_typ:44,settotalbyteslimit:31,setup:[44,64],sever:[10,16],sgd:[12,18,22,23,24,32,48,49,68],shape:[10,16,22],shard:[24,25],share:[10,16,28,67],shared_bia:[11,17],shared_bias:[10,16],shared_ptr:[27,28],ship:61,shold:68,shorten:[10,16],should:[9,10,12,16,20,22,23,29,41],should_be_fals:23,should_be_tru:23,should_shuffl:[3,39,67],show:[12,18,20,24,67,68,69],show_check_sparse_distribution_log:[49,50],show_layer_stat:[49,50],show_parameter_stats_period:[49,50,52,55,67,68,69],shown:[9,10,16,23],shuf:[31,66],shuffl:[20,31],side:[10,16,22],sigint:48,sigmoid:[6,10,16,17],sigmoidactiv:[10,11,39],similar:[10,16,29,66],similarli:[10,16],simpl:[9,10,11,14,16,17,20,22,56],simple_attent:42,simple_gru:64,simple_img_conv_pool:53,simple_lstm:[10,16,64],simple_rnn:[10,42],simpli:[10,16,23],simplifi:23,sinc:[10,16,24,29],singl:[9,11,12,17,20,24],size:[3,9,10,11,12,16,17,18,20,24,29,31,32,39,42,44,53,61,62,64,66,68,69],size_a:[10,16],size_b:[10,16],size_t:44,skip:[29,32,43,62],skyward:26,sleep:56,slide:[10,12,16,18,20,24],slip:26,slope:[10,16],slot:[66,67],slot_dim:66,slot_nam:66,slottyp:66,small:20,small_messag:[49,50],small_vgg:61,smaller:[10,16,24],smith:68,smooth:[10,16],snap:55,snapshot:25,sock_recv_buf_s:[49,50],sock_send_buf_s:[49,50],socket:56,softmax:[6,10,11,16,17,23,31,42,44,64],softmax_param:31,softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[31,39,42,53,64],softrelu:6,solv:[23,43],some:[7,10,12,15,16,20,22,23],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:22,somegotyp:27,someth:[10,16],sometim:[12,18,29],soon:24,sort:[10,16,20,56,66,68],sourc:[8,10,16,20,28,29,69],source_dict_dim:42,source_language_word:42,space:9,space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[7,10,12,15,16,18,20,31,44,48,50,52,56,64],sparse_binary_vector:[3,20,31,64],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15,31],sparse_value_slot:20,sparse_vector:[20,31],sparse_vector_sequ:20,sparseparam:44,sparseprefetchrowcpumatrix:44,spatial:[10,16],spec:[55,56],special:10,specifi:[9,10,16,20,23,36,64],speech:[10,16],speed:[11,17,26],sphinx:[27,34,45],split:[3,10,16,39,48,64,66,67],split_count:56,spp:10,squar:[6,10,12,16,18,19],squarerootn:13,squarerootnpool:[10,16],srand:50,src:[56,69],src_backward:42,src_dict:[31,42],src_dict_path:31,src_embed:42,src_forward:42,src_id:42,src_root:5,src_word_id:42,srl:[20,67],ssd:16,ssh:[34,48],sshd:34,sstabl:23,stabl:[30,54],stacked_lstm_net:68,stacked_num:68,stackexchang:[10,16],stage:43,stake:69,stale:24,standard:[7,15],stanford:[20,55],stanh:6,start:[10,16,22,24,31,50,55,56],start_paddl:56,start_pass:[49,50],start_pserv:[49,50],startpaddl:56,startup:24,stat:[47,50,67,68,69],state:[10,11,16,17,24,41,55],state_act:[10,11,16,17,39],statfulset:56,staticinput:[10,41,42],statist:[10,16],statset:47,statu:[9,43,47,55,56],status:55,std:[27,28,44,50],stderr:48,stdout:48,step:[10,11,12,16,17,19,24,39,41,42],stepout:39,stochast:[12,18,24],stock:68,stop:10,storag:54,store:[9,10,16,20,64,66],str:[22,52,56],strategi:[19,24,50,67],street:[10,16,67],strict:29,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[3,8,9,10,16,44,50,53],strip:[31,39,64,66,67],struct:28,structur:[20,64],stub:[10,16],stuff:43,stun:3,style:[10,16],sub:[9,10,16,20,23],sub_sequ:3,subgradi:[12,18],subnet:23,subobjectpath:55,subseq:[38,41],subsequenceinput:[10,39],succeed:55,success:55,successfulcr:55,sudo:[36,61],suffic:29,suggest:[10,16],sum:[9,10,12,13,16,18,25],sum_:[10,16],sum_to_one_norm:10,sumpool:[10,16,31],support:[7,9,10,12,15,16,19,20,24,29,39],sur:26,sure:[36,68],swap_channel:62,swig:[27,28],swig_paddl:[5,20],symbol:[10,28],symlink:43,sync:24,syncflag:44,synchron:[12,18,24],syntax:29,sys:62,system:[24,31,68],t2b:60,t_i:[10,16],tab:64,tabl:[10,16],tableproject:[10,16],tag:[9,20,34],tagtyp:9,tainer_id:56,take:[3,9,10,11,16,17,23],tanh:[6,10,11,16,17,44],tanhactiv:[10,11,39,42,53],target:[10,16,20,22,69],target_dict_dim:42,target_language_word:42,targetinlink:[10,39],task:[9,10,16,67],tbd:39,tconf:68,tcp:[50,53],tcp_rdma:53,tear:47,technic:24,tee:[55,61,66,67,68,69],tell:24,tellig:68,templat:[55,56],tempor:[10,16],tensor:10,term:[10,11,16,17,24],termin:55,tesh:67,test100:20,test10:20,test:[2,3,8,9,10,16,20,22,23,28,29,30,43,44,47,48,50,52,53,61,62,64,66,67,68,69],test_all_data_in_one_period:[55,61,66,67,68],test_compar:31,test_comparespars:31,test_comparetwonet:31,test_comparetwoopt:31,test_config_pars:31,test_data:[5,69],test_fcgrad:44,test_gpuprofil:47,test_layergrad:44,test_list:[3,8,31,32,53,61,64],test_networkcompar:31,test_part_000:68,test_pass:[49,50,52,69],test_period:[49,50,52],test_predict:31,test_pydataprovid:31,test_pydataprovider2:31,test_pydataproviderwrapp:31,test_ratio:66,test_recurrent_machine_gener:31,test_recurrentgradientmachin:[31,39],test_swig_api:31,test_train:31,test_traineronepass:31,test_wait:[49,50],testa:23,testb:23,testbilinearfwdbwd:47,testconfig:44,tester:[66,69],testfcgrad:44,testfclay:44,testlayergrad:44,testq:23,testresult:22,testutil:44,text:[3,9,11,17,20,23,60,64,68,69],text_conv:64,text_conv_pool:66,text_fil:[20,68],tflop:47,tgz:20,than:[7,9,10,11,12,15,16,17,24,31],thei:[23,24,47],them:[11,17,23,24,29,47,64,66],therein:[10,16],thi:[3,7,8,9,10,11,12,15,16,17,18,20,22,23,24,29,47,64,66,68],thing:3,think:23,third:[10,16,24],those:[24,67],thread:47,thread_local_rand_use_global_se:[49,50],threadid:52,threadloc:47,three:[9,10,12,16,24,29,62],threshold:[7,9,12,15,24,50],through:[10,16,24],throughput:47,thu:[10,16],tier:55,time:[10,11,16,17,19,20,23,24,29,39,47,50,55,56,68],timelin:[10,16],timeout:24,timer:47,timestamp:[10,16,25],timestep:[10,16],titl:[20,56,66],tmp:3,to_your_paddle_clone_path:45,todo:[9,11,17,20,24],toend:[10,16],togeth:[10,11,16,17,20,22],token:[9,10,23,42,68],too:20,tool:[45,56],top:[9,62],top_k:9,topolog:[20,23,24],topolopi:22,toronto:[20,61],total:[9,22,24,29,47,55,69],total_pass:29,touch:68,tourist:69,track:[10,24,43],tractabl:10,tradit:[10,16],trail:20,train100:20,train10:20,train:[2,3,7,8,9,10,12,15,16,18,20,26,31,32,36,48,50,52,53,55,56,57,58,60,61,62,64,66,67,68,69],train_arg:56,train_args_dict:56,train_args_list:56,train_conf:[60,69],train_config_dir:56,train_data:[26,69],train_list:[3,8,31,32,53,61,62,64],train_part_000:68,trainabl:[10,16],trainer:[3,5,23,25,26,32,44,50,52,53,56,66,67,68,69],trainer_config:[2,3,5,32,48,55,56,64,66,68],trainer_config_help:[3,6,7,8,9,10,11,12,13,31,32,44,53,61,66],trainer_count:[31,49,50,52,55,56,66,67,68,69],trainer_id:[50,56],trainerconfighelp:31,trainerid:56,trainerintern:[64,66,69],tran:[10,44],transact:[24,68],transform:[10,16],transform_param_attr:[11,17],translat:[10,11,17,60,69],transpos:[10,16],transposedfullmatrixproject:[10,16],travel:[3,11],travi:43,treat:[10,16],tree:[10,16,56],trg:69,trg_dict:42,trg_dict_path:42,trg_embed:42,trg_id:42,trg_ids_next:42,tricki:27,trn:64,truck:61,true_imag:29,true_label:29,true_read:29,truth:[9,10,16,69],tst:64,tune:[7,15,49],tupl:[8,10,11,16,20,22,29],ture:[10,16],turn:[10,29,41],tutori:[55,56,57,58,60,69],tweet:68,twitter:68,two:[10,11,16,17,23,29,47,64],txt:[3,44,48,54,64,66,68],type:[3,9,10,11,12,16,17,19,20,23,24,27,28,29,32,39,44,52,55,62,64,66,67],type_nam:[10,66],typedef:[27,28],typic:9,ubuntu:30,ubyt:29,uci:20,ufldl:[10,16],uid:55,uint64:27,uint64_t:27,unconstrain:68,undeterminist:47,uniform:[7,10,15,16,20,29],uninstal:31,uniqu:[23,24],unique_ptr:44,unit:[10,11,16,17],unittest:[28,31],univ:69,unix:48,unk:[60,69],unk_idx:[64,67],unknown:[10,16],unseg:[10,16],unsup:68,unsupbow:68,until:[24,56],untrack:43,unus:66,updat:[7,10,12,15,16,24,43,48,52],update_equ:22,updatecallback:44,upgrad:31,upload:[24,26],upstream:43,url:[20,68],urls_neg:68,urls_po:68,urls_unsup:68,usag:[9,10,11,16,17,20,22,56,66],use:[7,8,9,10,11,12,15,16,17,19,20,22,23,24,43,47,56,62,64,66,67,68,69],use_global_stat:[10,16],use_gpu:[5,31,49,50,52,55,56,61,62,64,66,67,68,69],use_jpeg:61,use_old_updat:[49,50],use_seq:[32,66],use_seq_or_not:66,used:[3,9,10,11,12,16,17,18,19,20,22,23,24,29,47,64,66,68],useful:[10,11,17],usegpu:44,user:[7,9,10,11,15,16,17,20,22,23,29,54,64,66],user_featur:66,user_head:66,user_id:[56,66],user_info:20,user_meta:66,user_nam:66,userinfo:20,usernam:43,uses:24,using:[7,8,10,15,16,20,23,24,29,36,67],usr:[31,33,34,36,48,50,56],usrdict:60,usrmodel:60,usual:[10,16,20,22,47],utc:65,util:[47,56,61,66],uuid:25,v28:[10,16],valid:29,valu:[3,5,7,9,10,12,15,16,18,19,20,22,24,44,52,56,62,64,67],value1:50,value2:50,value_rang:20,vanilla:42,variabl:[10,16,20,23,55],varianc:[10,16],vector:[10,11,16,17,20,23,64,66],verb:20,veri:[10,16,19,61],version:[10,11,16,17,30,34,36,47,49,50],versu:23,vertic:[10,16],vgg:[11,17,61],vgg_16_cifar:61,via:[24,29,36,43],view:[10,16],vision:61,visipedia:61,visual:[10,16],vocab:68,volum:[34,54,55,56],volumemount:[55,56],vutbr:20,wai:[10,11,16,17,23,69],wait:[12,18,24,56],wall:67,want:[3,10,11,16,17,23,29],warn:[10,16,31,56],warp:[10,16],watch:24,wbia:62,wei:[67,68],weight:[9,10,11,12,16,17,18,44,62],weight_act:[11,17],weightlist:44,weights_:44,weights_t:44,wether:[10,16],what:[7,10,11,12,15,16,17,18,43,64],when:[3,7,9,10,12,15,16,20,22,24,47],where:[10,11,12,16,17,18,23,24,26],whether:[9,10,11,16,17,29,68],which:[9,10,11,12,16,17,18,20,23,24,29,64,66],whole:[3,9,20,27,28],whole_cont:66,whose:[10,16,20,24],why:[11,17,28,47],width:[9,10,16,20,27,29,44,69],wiki:[10,16],wikipedia:[10,16,20],wilder:3,window:[10,16,19,20,54],wise:[10,16],with_avx:[33,34,36,43],with_doc:33,with_dock:45,with_doubl:[33,36,44],with_dso:33,with_gpu:[33,34,36,43],with_predict_sdk:36,with_profil:47,with_python:[33,36],with_rdma:[33,36],with_style_check:[33,43],with_swig_pi:33,with_test:[33,34,43],with_tim:[33,36,47],within:10,without:[9,10,16,24,29],wmt14:69,wmt14_data:69,wmt14_model:69,wmt_shrinked_data:20,woboq:34,won:39,wonder:3,word2vec:31,word:[3,9,10,20,31,39,41,64,67],word_dict:[39,64,67],word_dim:[39,64],word_id:[3,31],word_idx:20,word_slot:67,word_vector:64,word_vector_dim:[42,60],words_freq_sort:20,work:[20,23,24,29,34,39,43,55,56],workspac:48,would:[22,24,29,67],wrapper:[11,17,47],write:[20,23,24,29,67],write_lock:25,writelin:32,writer:23,wrong:29,wsj:67,wuyi:54,www:[10,16,20,61,69],xarg:[31,34,44],xgbe0:50,xgbe1:50,xiaojun:68,xrang:[29,32,44],xxbow:68,xxx:[23,62,69],xxxx:25,y_i:[10,16],yaml:[55,56],yann:20,yapf:43,yeild:22,yield:[3,20,23,29,31,32,39,42,64,66,67],you:[3,7,10,11,12,15,16,17,36,62,68],your:[10,16,23,31],your_param_nam:31,your_repo:56,your_source_root:28,yuyang18:[11,17,20],zachari:68,zeng:68,zero:[7,10,12,15,16,18,20,24,50],zhou:[67,68],zip:[20,56,65],zone:26,zoo:60,zoom:26},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","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","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","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","&lt;no title&gt;","&lt;no title&gt;","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":56,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":26,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":69,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":60,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":66,"\u4e0b\u8f7d\u6570\u636e":55,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e2d\u6587\u5b57\u5178":60,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":60,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":60,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":60,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":47,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":47,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[60,62],"\u4ece\u5feb\u7167\u6062\u590d":25,"\u4ee3\u7801\u8981\u6c42":43,"\u4efb\u52a1\u7b80\u4ecb":32,"\u4f18\u5316\u7b97\u6cd5":64,"\u4f18\u5316\u7b97\u6cd5\u914d\u7f6e":53,"\u4f7f\u7528":[43,55],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":52,"\u4f7f\u7528\u6982\u8ff0":64,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":52,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":56,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":60,"\u4f7f\u7528\u8bf4\u660e":46,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":69,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":69,"\u4f7f\u7528reader":26,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":43,"\u4fee\u6539\u542f\u52a8\u811a\u672c":55,"\u4fee\u6539\u6587\u6863":45,"\u514b\u9686":43,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":47,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":44,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":48,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":42,"\u51c6\u5907\u6570\u636e":[32,66],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":56,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":48,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":31,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":31,"\u5206\u5272\u8bad\u7ec3":66,"\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"\u5206\u652f\u89c4\u8303":30,"\u521b\u5efa\u672c\u5730\u5206\u652f":43,"\u521b\u5efajob":56,"\u521b\u5efapaddl":55,"\u5220\u9664\u672c\u5730\u5206\u652f":43,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":43,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":31,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":43,"\u5236\u4f5c\u955c\u50cf":56,"\u5236\u4f5cdocker\u955c\u50cf":55,"\u524d\u63d0\u6761\u4ef6":48,"\u52a0\u901f\u6267\u884c":25,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":31,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":25,"\u5355\u5143\u6d4b\u8bd5":50,"\u5355\u53cc\u5c42rnn":39,"\u5377\u79ef\u6a21\u578b":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":61,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":62,"\u53c2\u6570\u5185\u5b58":31,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":50,"\u53c2\u6570\u6982\u8ff0":49,"\u53c2\u6570\u8bfb\u53d6":62,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":68,"\u53c2\u8003\u8d44\u6599":47,"\u53cc\u5411lstm":68,"\u53cc\u5c42rnn":39,"\u53cc\u5c42rnn\u4ecb\u7ecd":41,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":41,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":36,"\u53ef\u9009\u529f\u80fd":60,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":64,"\u5411\u91cf":50,"\u542f\u52a8\u4efb\u52a1":56,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":48,"\u547d\u4ee4\u884c\u53c2\u6570":64,"\u548c":38,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":61,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":52,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":60,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":53,"\u57fa\u672c\u539f\u7406":41,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":45,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":31,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":31,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":31,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":31,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":31,"\u5982\u4f55\u66f4\u65b0www":45,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u5982\u4f55\u8d21\u732e":45,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":43,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":47,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":31,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":39,"\u5b50\u5e8f\u5217\u95f4\u6709memori":39,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":66,"\u5b89\u88c5":[36,64],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":35,"\u5b89\u88c5\u6d41\u7a0b":35,"\u5b89\u88c5kubectl":54,"\u5b8c\u6574\u6559\u7a0b":63,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":44,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":44,"\u5b9e\u73b0python\u5c01\u88c5":44,"\u5b9e\u73b0reader":26,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":52,"\u5c0f\u7ed3":3,"\u5de5\u5177":47,"\u5e38\u7528\u6a21\u578b":63,"\u5e76\u5b8c\u6210":43,"\u5efa\u7acb":43,"\u5f00\u53d1\u6807\u51c6":46,"\u5f00\u59cb\u5f00\u53d1":43,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":50,"\u5f15\u7528":67,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":25,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":64,"\u6027\u80fd\u4f18\u5316":46,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":47,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":47,"\u6027\u80fd\u8c03\u4f18":50,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":64,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":68,"\u6216\u8005\u662f":31,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":31,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":62,"\u63a8\u5bfc\u65b9\u7a0b":44,"\u63a8\u6d4b\u6267\u884c":25,"\u63d0\u4ea4":43,"\u63d0\u4ea4\u955c\u50cf":55,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":66,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":38,"\u652f\u6301\u5c06\u6570\u636e\u5408\u5e76\u6210\u5185\u90e8\u7684\u6587\u4ef6\u683c\u5f0f":26,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":26,"\u6570\u636e\u51c6\u5907":[61,66,69],"\u6570\u636e\u63cf\u8ff0":67,"\u6570\u636e\u63d0\u4f9b":67,"\u6570\u636e\u63d0\u4f9b\u5668":53,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":66,"\u6570\u636e\u652f\u6301":50,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":64,"\u6570\u636e\u6e90\u914d\u7f6e":53,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":60,"\u6570\u636e\u96c6\u7279\u5f81":65,"\u6570\u636e\u9884\u5904\u7406":69,"\u6570\u6910\u4ecb\u7ecd":68,"\u6570\u6910\u51c6\u5907":68,"\u6574\u4f53\u65b9\u6848":56,"\u6587\u672c\u751f\u6210":69,"\u6587\u672c\u751f\u6210\u6559\u7a0b":69,"\u6587\u6863":[34,59],"\u65b0\u624b\u5165\u95e8":37,"\u65b9\u4fbfsharding\u4e0e\u987a\u5e8f\u8bfb\u53d6":26,"\u65f6\u5e8f\u6a21\u578b":64,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":39,"\u65f6\u95f4\u6b65":39,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":52,"\u672c\u5730\u8bad\u7ec3":52,"\u672f\u8bed":25,"\u6784\u5efa\u548c\u6d4b\u8bd5":43,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":55,"\u67e5\u770b\u8f93\u51fa":56,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":52,"\u6848\u4f8b\u4e8c":52,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":48,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":48,"\u6982\u8ff0":[38,41],"\u6a21\u578b":62,"\u6a21\u578b\u4e0b\u8f7d":62,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":25,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":32,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":64,"\u6a21\u578b\u8bad\u7ec3":[61,69],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":66,"\u6a21\u578b\u914d\u7f6e":[39,46],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":39,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":26,"\u6d4b\u8bd5":[50,67],"\u6d4b\u8bd5\u6587\u4ef6":66,"\u6d4b\u8bd5\u6a21\u578b":68,"\u7279\u5f81":67,"\u7279\u5f81\u63d0\u53d6":62,"\u751f\u6210\u5e8f\u5217":42,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":69,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":41,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":65,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":69,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":68,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":65,"\u76ee\u5f55\u7ed3\u6784":28,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":45,"\u76f8\u5173\u6982\u5ff5":41,"\u77e9\u9635":50,"\u793a\u4f8b1":39,"\u793a\u4f8b2":39,"\u793a\u4f8b3":39,"\u793a\u4f8b4":39,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":31,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":66,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":67,"\u7a00\u758f\u8bad\u7ec3":52,"\u7b26\u53f7":27,"\u7b80\u4ecb":[54,69],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":42,"\u7c7b":[27,44],"\u7cfb\u7edf\u6846\u56fe":53,"\u7ec3\u4e60":61,"\u7ec6\u8282\u63a2\u7a76":61,"\u7ec6\u8282\u63cf\u8ff0":50,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":48,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":32,"\u7f16\u5199yaml\u6587\u4ef6":55,"\u7f16\u8bd1\u6d41\u7a0b":35,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":33,"\u7f29\u5bb9":25,"\u7f51\u7edc\u53ef\u89c6\u5316":62,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":53,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":50,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":60,"\u8bad\u7ec3":[50,66,67],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":66,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":31,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8":26,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":26,"\u8bad\u7ec3\u6a21\u578b":[32,64,68],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":69,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":41,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":31,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":53,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":51,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":65,"\u8bcd\u5411\u91cf\u6a21\u578b":64,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":60,"\u8bcd\u6c47\u8868":39,"\u8be6\u7ec6\u6559\u7a0b":47,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":67,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":39,"\u8f93\u5165":41,"\u8f93\u5165\u4e0d\u7b49\u957f":39,"\u8f93\u5165\u793a\u4f8b":41,"\u8f93\u51fa":41,"\u8f93\u51fa\u65e5\u5fd7":64,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":48,"\u8fd0\u884c\u5bb9\u5668":55,"\u8fd0\u884cdocker":31,"\u8fd0\u884cpaddlepaddl":34,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":55,"\u8fdb\u9636\u6307\u5357":46,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":54,"\u901a\u7528":50,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":34,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":64,"\u9047\u5230":31,"\u90e8\u7f72kubernetes\u96c6\u7fa4":54,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":64,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":42,"\u914d\u7f6ekubectl":54,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":54,"\u94a9\u5b50":43,"\u9644\u5f55":64,"\u968f\u673a\u6570":50,"\u96c6\u7fa4\u8bad\u7ec3":52,"\u975e\u6cd5\u6307\u4ee4":31,"\u9884\u5904\u7406":61,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":69,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":69,"\u9884\u6d4b":[61,62,64,67,68],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":69,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":39,"beam_search\u7684\u751f\u6210":39,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":33,"bleu\u8bc4\u4f30":69,"book\u4e2d\u6240\u6709\u7ae0\u8282":30,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":33,"cmake\u6e90\u7801\u7f16\u8bd1":31,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":33,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"float":31,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":52,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":47,"gpu\u955c\u50cf\u51fa\u73b0":31,"group\u6559\u7a0b":41,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":56,"kubernetes\u5355\u673a\u8bad\u7ec3":55,"meta\u6587\u4ef6":66,"meta\u914d\u7f6e\u6587\u4ef6":66,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":65,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":66,"org\u6587\u6863":45,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":30,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":30,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":34,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":33,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":34,"pod\u95f4\u901a\u4fe1":56,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":62,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":31,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":64,"return":29,"rnn\u76f8\u5173\u6a21\u578b":40,"rnn\u914d\u7f6e":42,"so\u627e\u4e0d\u5230":36,"ubuntu\u90e8\u7f72paddlepaddl":36,Abs:14,absactiv:6,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,addto:16,addto_lay:10,aggreg:[10,16],algorithm:24,api:[1,4,28],applic:4,argument:29,async:50,attent:42,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:29,batch_norm:16,batch_norm_lay:10,batch_siz:29,beam_search:[10,16],becaus:31,between:23,bidirectional_lstm:[11,17],big:31,bilinear_interp:16,bilinear_interp_lay:10,bla:33,block_expand:16,block_expand_lay:10,book:34,brelu:14,breluactiv:6,cach:3,capi:28,capi_priv:28,check:[10,16],checkpoint:[24,25],chunk_evalu:9,cifar:20,classif:9,classification_error_evalu:9,classification_error_printer_evalu:9,clone:43,column_sum_evalu:9,commit:43,compos:29,concat:16,concat_lay:10,config:4,configur:21,conll05:20,connect:[10,16],content:[3,28,31,38,47,53],context_project:[10,16],conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,cos_sim:[10,16],cost:[10,16],cp27mu:31,creat:29,creator:29,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_channel_norm:16,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cuda:[31,33],cudnn:33,cudnnavg:19,cudnnmax:19,custom:29,dat:65,data:[10,16,20,24,29],data_lay:10,datafeed:20,dataprovid:[4,50],dataset:[20,24],datasourc:8,datatyp:20,decayedadagrad:18,decayedadagradoptim:12,decor:29,design:[23,24,29],dictionari:29,dispatch:24,distribut:[23,24],doc:[23,24,29],dotmul_oper:[10,16],dotmul_project:[10,16],driver:31,dropout_lay:[11,17],dylib:28,dynam:24,embed:16,embedding_lay:10,entri:29,eos:16,eos_lay:10,evalu:9,event:[22,23],exampl:[23,28],except:31,exp:14,expactiv:6,expand:16,expand_lay:[10,38],faq:31,fault:24,fc_layer:10,first_seq:[10,16,38],fork:43,format:24,from:23,full_matrix_project:[10,16],fulli:[10,16],gate:42,get_output:16,get_output_lay:10,gpu:50,gradient_printer_evalu:9,group:[10,16],gru:[11,17,50],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],handler:[23,27],how:29,hsigmoid:[10,16],huber_cost:[10,16],ident:14,identity_project:[10,16],identityactiv:6,illeg:31,imag:[10,11,16,17],imagenet:62,imdb:[20,68],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:29,infer:22,ingredi:23,init_hook:3,input_typ:3,instruct:31,insuffici:31,interfac:[20,24,29],interpol:16,interpolation_lay:10,isn:29,issu:43,job:[24,55],join:[10,16],kei:26,kubernet:[54,55],lambda_cost:[10,16],last_seq:[10,16,38],layer:[10,16,23],layeroutput:10,layertyp:10,libcudart:36,libcudnn:36,libpaddle_capi_shar:28,libpaddle_capi_whol:28,linear:14,linear_comb:16,linear_comb_lay:10,linearactiv:6,linux_x86_64:31,list:[25,29],log:14,logactiv:6,lstm:[11,17,50,67,68],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:29,master:24,math:[10,16],max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16,39,41],messag:31,mini:29,minibatch:20,misc:[11,17],mix:[10,16],mixed_lay:10,mnist:20,model:[4,21,23,42,62],momentum:18,momentumoptim:12,movi:65,movielen:20,mse_cost:[10,16],multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:29,nce:16,nce_lay:10,need:29,network:[11,17,42],neural:42,nlp:[11,17,50],norm:[10,16],nvprof:47,nvvp:47,object:24,onli:29,optim:[12,18,24],output:11,pad:16,pad_lay:10,paddl:[29,30],paddlepaddl:[23,45,59],parallel_nn:52,paramet:[7,15,22,23,24],perform:50,platform:31,pnpair_evalu:9,point:31,pool:[10,13,16,19],pooling_lay:[10,38],power:16,power_lay:10,pre:43,precision_recall_evalu:9,prefetch:29,print:9,process:24,protocol:31,provid:[3,29],pull:43,push:43,python:29,queue:24,rank:9,rank_cost:[10,16],rate:65,reader:[20,23,29],recoveri:24,recurr:[10,11,16,17,41,42],recurrent_group:[10,16],recurrent_lay:10,refer:3,reject:31,relu:14,reluactiv:6,repeat:16,repeat_lay:10,request:43,reshap:[10,16],resnet:62,rmsprop:18,rmspropoptim:12,rnn:[39,50],rotat:16,rotate_lay:10,sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:[16,24],scaling_lay:10,scaling_project:[10,16],selective_fc:16,selective_fc_lay:10,sentiment:20,seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:42,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,server:24,set:12,sgd:50,share:23,shuffl:29,sigmoid:14,sigmoidactiv:6,simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:29,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,smooth_l1_cost:[10,16],softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:68,stanh:14,stanhactiv:6,start:23,store:24,suffici:29,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,sumpool:13,support:31,tabl:28,table_project:[10,16],take:29,tanh:14,tanhactiv:6,task:24,tensor:16,tensor_lay:10,text_conv_pool:[11,17],thi:31,todo:[25,26],toler:24,too:31,train:[22,23,24,29],trainer:[22,24],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,tune:50,uci_h:20,updat:23,usag:29,use:29,user:[24,65],util:9,valu:26,value_printer_evalu:9,version:31,vgg_16_network:[11,17],warp_ctc:16,warp_ctc_lay:10,wheel:31,whl:31,why:29,wmt14:20,zoo:62}})
\ No newline at end of file
-- 
GitLab